From a1990535ddf2cfd25bfbda1d8fa3acc6da8f3520 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 08:18:32 -0500
Subject: [PATCH 001/163] Update ClusterFinderConfig

Narrow cluster window - typical use is 5 hits in 50ns, not 5 hits in 100ns
---
 configfiles/BeamClusterAnalysis/ClusterFinderConfig | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/configfiles/BeamClusterAnalysis/ClusterFinderConfig b/configfiles/BeamClusterAnalysis/ClusterFinderConfig
index 337d7fc2e..c13622045 100644
--- a/configfiles/BeamClusterAnalysis/ClusterFinderConfig
+++ b/configfiles/BeamClusterAnalysis/ClusterFinderConfig
@@ -3,9 +3,9 @@
 verbosity 0
 HitStore Hits #Either MCHits or Hits (accessed in ANNIEEvent store)
 OutputFile BeamRun_ClusterFinder_DefaultOutput #Output root prefix name for the current run
-ClusterFindingWindow 100 # in ns, size of the window used to "clusterize"
+ClusterFindingWindow 50 # in ns, size of the window used to "clusterize"
 AcqTimeWindow 70000 # in ns, size of the acquisition window
-ClusterIntegrationWindow 100 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
+ClusterIntegrationWindow 50 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
 MinHitsPerCluster 5 # group of hits are considered clusters above this amount of hits
 end_of_window_time_cut 0.95 # from o to 1, length of the window you want to loop over with respect to acq. window (1 for full window, 0.95 for 95% from the start)
 Plots2D 0 #Draw 2D charge-vs-time plots?

From 1878409dbda3a68d583ec6ae55cff959b10204a8 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 08:20:27 -0500
Subject: [PATCH 002/163] Update EventSelectorConfig

New timing offsets moved the PMTs "back" by an average of ~10ns. When looking for PMT/MRD coincidence, we this need to adjust this offset value.
---
 configfiles/BeamClusterAnalysis/EventSelectorConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/BeamClusterAnalysis/EventSelectorConfig b/configfiles/BeamClusterAnalysis/EventSelectorConfig
index 73250c81d..a711f08bf 100644
--- a/configfiles/BeamClusterAnalysis/EventSelectorConfig
+++ b/configfiles/BeamClusterAnalysis/EventSelectorConfig
@@ -19,7 +19,7 @@ RecoFVCut 0
 NHitCut 0
 NHitmin 4	#Minimum number of hit digits
 PMTMRDCoincCut 0
-PMTMRDOffset 745
+PMTMRDOffset 755
 PromptTrigOnly 0
 TriggerWord -1
 SaveStatusToStore 1

From 92f04734e282ef14706d28da12203235e7aaba0f Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 08:25:25 -0500
Subject: [PATCH 003/163] Update ClusterClassifiers.cpp

With new gains calibration we now have 121 active PMTs instead of 123. Adjust charge balance parameter to reflect the number of active PMTs that could capture light.

In the future, will alter this to read in the channel keys so that it automatically grabs the correct number of active PMTs.
---
 UserTools/ClusterClassifiers/ClusterClassifiers.cpp | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/UserTools/ClusterClassifiers/ClusterClassifiers.cpp b/UserTools/ClusterClassifiers/ClusterClassifiers.cpp
index 6b8fb705f..2120db005 100644
--- a/UserTools/ClusterClassifiers/ClusterClassifiers.cpp
+++ b/UserTools/ClusterClassifiers/ClusterClassifiers.cpp
@@ -222,8 +222,8 @@ double ClusterClassifiers::CalculateChargeBalance(std::vector<Hit> cluster_hits)
     total_Q+= tube_charge;
     total_QSquared += (tube_charge * tube_charge);
   }
-  //FIXME: Need a method to have the 123 be equal to the number of operating detectors
-  double charge_balance  = sqrt((total_QSquared)/(total_Q*total_Q) - (1./123.));
+  //FIXME: Need a method to have the 1/N be equal to the number of operating detectors
+  double charge_balance  = sqrt((total_QSquared)/(total_Q*total_Q) - (1./121.));
   if(verbosity>4) std::cout << "ClusterClassifiers Tool: Calculated charge balance of " << charge_balance << std::endl;
   return charge_balance;
 }
@@ -249,8 +249,8 @@ double ClusterClassifiers::CalculateChargeBalanceMC(std::vector<MCHit> cluster_h
      total_Q+= tube_charge;
      total_QSquared += (tube_charge * tube_charge);
    }
-   //FIXME: Need a method to have the 123 be equal to the number of operating detectors
-   double charge_balance  = sqrt((total_QSquared)/(total_Q*total_Q) - (1./123.));
+   //FIXME: Need a method to have the 1/N be equal to the number of operating detectors
+   double charge_balance  = sqrt((total_QSquared)/(total_Q*total_Q) - (1./121.));
    if(verbosity>4) std::cout << "ClusterClassifiers Tool: Calculated charge balance of " << charge_balance << std::endl;
    return charge_balance;
  }

From 2d8dfd8d9e53c3513d409c8915a4f4546a5cfe56 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:10:37 -0500
Subject: [PATCH 004/163] Update ClusterFinder.cpp

Fixed issues seen with ClusterFinder and the omission of charge for MC Hits:

- Change MC hit time away from 2ns discretization, as the new data hit times are float values.
- As a result, need to change for loop to not just grab integer hit times (old), but also grab float hit times.
- MC Hits with times < 0 were being ignored due to a variable set to 0. Tool now keeps all hit times, even if they are negative due to time smearing.
- Reduce first-photon effect by modifying how hit timing is assigned for a "pulse"/digit. Followed what the tool DigitBuilder used: median photon hit time as the "pulse" time.

Also,
- In Data, mandate hits need to be > 0 (there is a weird spike at 0 in cluster times that are from this and are likely unphysical)


TODO: Potentially expand the MC "pulse" integration window from 10ns to something larger. Average charge per hit is lower and total number of hits slightly higher in MC than data, indicating the pulse window may be too narrow and is cutting what should be one pulse into two. Need to check with calibration to see what the average pulse window length is for ~SPE pulses.
---
 UserTools/ClusterFinder/ClusterFinder.cpp | 99 ++++++++++++++++++-----
 1 file changed, 77 insertions(+), 22 deletions(-)

diff --git a/UserTools/ClusterFinder/ClusterFinder.cpp b/UserTools/ClusterFinder/ClusterFinder.cpp
index f88ca62c6..77b5aa811 100644
--- a/UserTools/ClusterFinder/ClusterFinder.cpp
+++ b/UserTools/ClusterFinder/ClusterFinder.cpp
@@ -211,39 +211,85 @@ bool ClusterFinder::Execute(){
         std::vector<double> datalike_hits;
         std::vector<double> datalike_hits_charge;
         for (MCHit &ahit : ThisPMTHits){
-          //std::cout <<"Key: "<<detectorkey<<", charge "<<ahit.GetCharge()<<", time "<<ahit.GetTime()<<std::endl;
-          //if (ahit.GetTime() > 2000.) std::cout <<"Found hit later than 2us! Hit time : "<<ahit.GetTime()<<", chankey: "<<chankey<<std::endl;
           if (ahit.GetTime() < end_of_window_time_cut*AcqTimeWindow) {
             //Make MC more like data --> combine multiple photons if they are within a 10ns range
-            //hit times can only be recorded with 2ns precision --> possible times are 0ns, 2ns, 4ns, ...
-            hits_2ns_res.push_back(2*(int(ahit.GetTime())/2.)+(int(ahit.GetTime())%2));
+            hits_2ns_res.push_back(ahit.GetTime());
             hits_2ns_res_charge.push_back(ahit.GetCharge());
           }
         }
 	//Combine multiple MC hits to one pulse
         std::sort(hits_2ns_res.begin(),hits_2ns_res.end());
-	for (int i_hit=0; i_hit < (int) hits_2ns_res.size(); i_hit++){
-          double hit1 = hits_2ns_res.at(i_hit);
-          if (datalike_hits.size()==0) {
-            datalike_hits.push_back(hit1);
-            datalike_hits_charge.push_back(hits_2ns_res_charge.at(i_hit));
-          }
-          else {
+	std::vector<double> temp_times;
+	double temp_charges = 0.0;
+	double mid_time;
+	if (verbose > 0){
+		std::cout << " " << std::endl;
+		std::cout << hits_2ns_res.size() << " total photon hits(s)" << std::endl;
+	}
+	
+	if (hits_2ns_res.size() > 0){
+          for (int i_hit=0; i_hit < (int) hits_2ns_res.size(); i_hit++){
+            double hit1 = hits_2ns_res.at(i_hit);
+            if (temp_times.size()==0) {
+              temp_times.push_back(hit1);
+              temp_charges += hits_2ns_res_charge.at(i_hit);
+            }
+        
+	else {
             bool new_pulse = false;
-            for (int j_hit=0; j_hit < (int) datalike_hits.size(); j_hit++){
-              if (fabs(datalike_hits.at(j_hit)-hit1)<10.) {
+        	if (fabs(temp_times[0]-hit1)<10.) {
                 new_pulse=false;
-                datalike_hits_charge.at(j_hit)+=hits_2ns_res_charge.at(i_hit);
-                break;
+                temp_charges+=hits_2ns_res_charge.at(i_hit);
+		temp_times.push_back(hit1);
               } else new_pulse=true;
             }
+		  
             if (new_pulse) {
-              datalike_hits.push_back(hit1);      //Only count as a new pulse if it was 10ns away from every other pulse
-              datalike_hits_charge.push_back(hits_2ns_res_charge.at(i_hit));
+		// following the DigitBuilder tool --> take median photon hit time as the hit time of the "pulse"
+		if (temp_times.size() % 2 == 0){
+                  mid_time = (temp_times.at(temp_times.size()/2 - 1) + temp_times.at(temp_times.size()/2))/2;
+                } else{
+                  mid_time = temp_times.at(temp_times.size()/2);
+                }
+
+              datalike_hits.push_back(mid_time);
+              datalike_hits_charge.push_back(temp_charges);
+              temp_times.clear();
+              temp_charges = 0;
+              temp_times.push_back(hit1);
+              temp_charges += hits_2ns_res_charge.at(i_hit);
+              
             }
           }
         }
 
+	if (temp_times.size() % 2 == 0){
+            mid_time = (temp_times.at(temp_times.size()/2 - 1) + temp_times.at(temp_times.size()/2))/2;
+        } else{
+            mid_time = temp_times.at(temp_times.size()/2);
+        }
+
+        datalike_hits.push_back(mid_time);
+        datalike_hits_charge.push_back(temp_charges);
+
+        if (verbose > 0){
+          std::cout << " " << std::endl;
+          std::cout << datalike_hits.size() << " MC pulse(s) identified from the raw photon hit(s)" << std::endl;
+          std::cout << "Pulse time(s):" << std::endl;
+          for (int ih=0; ih < (int) datalike_hits.size(); ih++){
+            double junk = datalike_hits.at(ih);
+            std::cout << junk << " ";
+          }
+          std::cout << " " << std::endl;
+          std::cout << "Pulse charge(s):" << std::endl;
+          for (int ih=0; ih < (int) datalike_hits_charge.size(); ih++){
+            double junk2 = datalike_hits_charge.at(ih);
+            std::cout << junk2 << " ";
+          }
+          std::cout << " " << std::endl;
+        }
+        }
+
         for (int i_hit = 0; i_hit < (int) datalike_hits.size(); i_hit++){
           //v_hittimes.push_back(ahit.GetTime()); // fill a vector with all hit times (unsorted)
           v_hittimes.push_back(datalike_hits.at(i_hit));
@@ -295,7 +341,7 @@ bool ClusterFinder::Execute(){
 
   // Now sort the hit time array, fill the highest time in a new array until the old array is empty
   do {
-    double max_time = 0;
+    double max_time = -9999;
     int i_max_time = 0;
     for (std::vector<double>::iterator it = v_hittimes.begin(); it != v_hittimes.end(); ++it) {
       if (*it > max_time) {
@@ -321,12 +367,21 @@ bool ClusterFinder::Execute(){
     }
     thiswindow_Nhits = 0;   
     v_mini_hits.clear();
-    for (double j_time = *it; j_time < *it + ClusterFindingWindow; j_time+=2){  // loops through times in the window and check if there's a hit at this time
+    for (double j_time = *it; j_time < *it + ClusterFindingWindow; j_time+=1){  // loops through times in the window and check if there's a hit at this time
       for(std::vector<double>::iterator it2 = v_hittimes_sorted.begin(); it2 != v_hittimes_sorted.end(); ++it2) {
-        if (*it2 == j_time) {
-          thiswindow_Nhits++;
-          v_mini_hits.push_back(*it2);
+        if(HitStoreName=="MCHits"){
+          if (static_cast<int>(j_time) == static_cast<int>(*it2)) {     // accept all hit times (some may be smeared to negative values)
+            thiswindow_Nhits++;
+            v_mini_hits.push_back(*it2);
+          }
         }
+        if(HitStoreName=="Hits"){
+          if (*it2 > 0 && static_cast<int>(j_time) == static_cast<int>(*it2)) {  // reject hit times in the data that are 0
+            thiswindow_Nhits++;
+            v_mini_hits.push_back(*it2);
+          }
+        }
+
       }
     }
     if (!v_mini_hits.empty()) {

From 59aed694ff398ccce35e384aa5df09899196ec1a Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:15:06 -0500
Subject: [PATCH 005/163] Update ClusterFinderConfig

Same as data - cluster window 50ns, looking for at least 5 hits
---
 configfiles/BeamClusterAnalysisMC/ClusterFinderConfig | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/configfiles/BeamClusterAnalysisMC/ClusterFinderConfig b/configfiles/BeamClusterAnalysisMC/ClusterFinderConfig
index 59ef4564a..b8c52e008 100644
--- a/configfiles/BeamClusterAnalysisMC/ClusterFinderConfig
+++ b/configfiles/BeamClusterAnalysisMC/ClusterFinderConfig
@@ -3,9 +3,9 @@
 verbosity 0
 HitStore MCHits #Either MCHits or Hits (accessed in ANNIEEvent store)
 OutputFile BeamRun_ClusterFinder_DefaultOutput #Output root prefix name for the current run
-ClusterFindingWindow 100 # in ns, size of the window used to "clusterize"
+ClusterFindingWindow 50 # in ns, size of the window used to "clusterize"
 AcqTimeWindow 70000 # in ns, size of the acquisition window
-ClusterIntegrationWindow 100 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
+ClusterIntegrationWindow 50 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
 MinHitsPerCluster 5 # group of hits are considered clusters above this amount of hits
 end_of_window_time_cut 0.95 # from o to 1, length of the window you want to loop over with respect to acq. window (1 for full window, 0.95 for 95% from the start)
 Plots2D 0 #Draw 2D charge-vs-time plots?

From f930670796c4877e500d91089e2073451010dcc4 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:18:00 -0500
Subject: [PATCH 006/163] Update ClusterFinderConfig

Dropped line pointing to an external WCSim channel key ID (not really an issue cause they are the same)
---
 configfiles/BeamClusterAnalysisMC/ClusterFinderConfig | 1 -
 1 file changed, 1 deletion(-)

diff --git a/configfiles/BeamClusterAnalysisMC/ClusterFinderConfig b/configfiles/BeamClusterAnalysisMC/ClusterFinderConfig
index b8c52e008..db22be6ca 100644
--- a/configfiles/BeamClusterAnalysisMC/ClusterFinderConfig
+++ b/configfiles/BeamClusterAnalysisMC/ClusterFinderConfig
@@ -9,4 +9,3 @@ ClusterIntegrationWindow 50 # in ns, all hits with +/- 1/2 of this window are co
 MinHitsPerCluster 5 # group of hits are considered clusters above this amount of hits
 end_of_window_time_cut 0.95 # from o to 1, length of the window you want to loop over with respect to acq. window (1 for full window, 0.95 for 95% from the start)
 Plots2D 0 #Draw 2D charge-vs-time plots?
-ChankeyToPMTIDMap ./configfiles/EventDisplay/Data-RecoEvent/Chankey_WCSimID.dat

From a42dc1a50e148fd879ad4713097212972c886273 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:20:35 -0500
Subject: [PATCH 007/163] Update DeadPMTIDs_p2v7.txt

Updated mask to omit additional PMT to reflect new gains data. (PMT 337, aka 6 here, no longer active in data)
---
 configfiles/BeamClusterAnalysisMC/DeadPMTIDs_p2v7.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/configfiles/BeamClusterAnalysisMC/DeadPMTIDs_p2v7.txt b/configfiles/BeamClusterAnalysisMC/DeadPMTIDs_p2v7.txt
index a5e258dad..4ce119098 100644
--- a/configfiles/BeamClusterAnalysisMC/DeadPMTIDs_p2v7.txt
+++ b/configfiles/BeamClusterAnalysisMC/DeadPMTIDs_p2v7.txt
@@ -1,4 +1,5 @@
 2
+6
 11
 14
 15

From 9ac0e3b9460ba6024154a0d36229c0ebd190a7a1 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:27:54 -0500
Subject: [PATCH 008/163] Update LoadWCSimConfig

Added a small description on where to find collaboration WCSim samples. Also cut down on commented lines
---
 configfiles/BeamClusterAnalysisMC/LoadWCSimConfig | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig b/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig
index defd4639b..a25d47f59 100644
--- a/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig
+++ b/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig
@@ -2,12 +2,12 @@
 # all variables retrieved with m_variables.Get() must be defined here!
 verbose 1
 
-#InputFile /pnfs/annie/persistent/users/moflaher/wcsim/multipmt/tankonly/wcsim_25_04_19_ANNIEp2v6_nodigit_BNB_Water_10k_22-05-17/wcsim_0.1.9.root
-#InputFile /annie/app/users/mnieslon/WCSim_build/wcsim_ambe_port5_z0_5000_0.root
-InputFile /pnfs/annie/persistent/users/mnieslon/wcsim/output/tankonly/wcsim_ANNIEp2v7_beam/pmt-files/wcsim_beam_gst_1079_0_0.9000.root
-#InputFile /pnfs/annie/persistent/users/mnieslon/wcsim/output/tankonly/wcsim_ANNIEp2v7_beam/pmt-files/wcsim_beam_gst_1079_9_0.9009.root
-#InputFile /annie/app/users/mnieslon/WCSim_build/wcsim_michel_1000_0.root
-#InputFile /pnfs/annie/persistent/users/mnieslon/wcsim/output/tankonly/wcsim_ANNIEp2v7_throughgoing/wcsim_throughgoing_muon_R2614_0.0.root
+# WCSim collaboration samples using GENIE (from James):
+#InputFile /pnfs/annie/persistent/simulations/wcsim/G1810a0211a/standard/<VOLUME>/pmt/wcsim_0.X.Y.root
+# where X = run number for the corresponding GENIE file (gntp.X.ghep.root)
+#       Y = offset multiple for GENIE event number
+
+InputFile /pnfs/annie/persistent/users/moflaher/wcsim/multipmt/tankonly/wcsim_25_04_19_ANNIEp2v6_nodigit_BNB_Water_10k_22-05-17/wcsim_0.1.9.root
 
 WCSimVersion 3               ## should reflect the WCSim version of the files being loaded
 HistoricTriggeroffset 0      ## time offset of digits relative to the trigger

From d43b389ba5da5a7c102da80cbd221b2e0b771e26 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:41:01 -0500
Subject: [PATCH 009/163] Update LoadGenieEventConfig

Updated tool config to read in new collaboration samples. Added description to each variable per doc 5230-v2 (LoadGenieEvent Tutorial)
---
 .../LoadGenieEventConfig                      | 31 +++++++++++++------
 1 file changed, 22 insertions(+), 9 deletions(-)

diff --git a/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig b/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
index 6e22a33ba..4bd3619c4 100644
--- a/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
+++ b/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
@@ -1,11 +1,24 @@
 verbosity 2
-FluxVersion 0  # use 0 to load genie files based on bnb_annie_0000.root etc files
-               # use 1 to load files based on beammc_annie_0000.root etc files
-#FileDir NA     # specify "NA" for newer files: full path is saved in WCSim
+
+# Refers to format of flux file used to generate GENIE sample (bnb or gsimple)
+FluxVersion 1                  # use 0 to load genie files based on bnb_annie_0000.root etc files (bnb/redecay/dk2nu flux format)
+                               # use 1 to load files based on beammc_annie_0000.root etc files (generated by Zarko, gsimple flux format)
+                               #  - All GENIE (and WCSim) files generated by James uses gsimple (1) format
+
+# Path to directory of GENIE files
+#FileDir NA                    # special option to load path from associated WCSim (Not recommended)
+#FileDir /pnfs/annie/persistent/simulations/genie3/G1810a0211a/standard/<VOLUME>
 FileDir /pnfs/annie/persistent/users/vfischer/genie_files/BNB_Water_10k_22-05-17
-#FileDir /pnfs/annie/persistent/users/moflaher/genie/BNB_World_10k_11-03-18_gsimpleflux
-FilePattern gntp.197.ghep.root
-#FilePattern LoadWCSimTool      ## use this pattern to load corresponding genie info with the LoadWCSimTool
-                               ## N.B: FileDir must still be specified for now! (WCSim files do not record their directory)
-ManualFileMatching 0
-EventOffset 0
+
+# Name of GENIE file to open
+FilePattern gntp.99.ghep.root  # gntp.[run_number].ghep.root
+#FilePattern LoadWCSimTool     # special option to load GENIE events corresponding to WCSim events
+
+# Option to match GENIE events to WCSim events without using file path saved in WCSim file
+ManualFileMatching 1           # 0 (false) - no manual matching,   1 (true) - uses FileDir and info from WCSim file name to find GENIE files/events - strongly recommended to use (1)! (as of Aug 2023)
+
+# Number of events in the WCSim file (used for offsetting the GENIE file event when used in conjunction with ManualFileMatching)
+FileEvents 1000                # 1000 for James' WCSim files, 500 for Marcus' files
+
+# Number to offset the first loaded GENIE event (for usage without ManualFileMatching) - 0 by default
+EventOffset 0                  

From c1a66b8bc34dd00a007d08edb923568e159786b5 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:42:51 -0500
Subject: [PATCH 010/163] Update PhaseIITreeMakerConfig

In prep for whenever we have tank reco available
---
 configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig | 1 +
 1 file changed, 1 insertion(+)

diff --git a/configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig b/configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig
index 29999cdee..138764f15 100644
--- a/configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig
+++ b/configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig
@@ -11,6 +11,7 @@ SiPMPulseInfo_fill 0
 fillCleanEventsOnly 0
 MCTruth_fill 1
 Reco_fill 0
+TankReco_fill 0
 RecoDebug_fill 0
 muonTruthRecoDiff_fill 0
 IsData 0

From c1556a8ceeeeb2be2a4f57ddd7dbce950654b64a Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:43:29 -0500
Subject: [PATCH 011/163] Update LoadGeometryConfig

new gains
---
 configfiles/BeamClusterAnalysisMC/LoadGeometryConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/BeamClusterAnalysisMC/LoadGeometryConfig b/configfiles/BeamClusterAnalysisMC/LoadGeometryConfig
index 894092ba3..c64227136 100644
--- a/configfiles/BeamClusterAnalysisMC/LoadGeometryConfig
+++ b/configfiles/BeamClusterAnalysisMC/LoadGeometryConfig
@@ -4,5 +4,5 @@ FACCMRDGeoFile ./configfiles/LoadGeometry/FullMRDGeometry.csv
 DetectorGeoFile ./configfiles/LoadGeometry/DetectorGeometrySpecs.csv
 LAPPDGeoFile ./configfiles/LoadGeometry/LAPPDGeometry.csv
 TankPMTGeoFile ./configfiles/LoadGeometry/FullTankPMTGeometry.csv
-TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains_BeamRun20192020.csv
+TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains2023.csv
 AuxiliaryChannelFile ./configfiles/LoadGeometry/AuxChannels.csv

From 7e6f6a3b3157977a06b235af6fd935f76081e79d Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:47:48 -0500
Subject: [PATCH 012/163] Update DeadPMTIDs_p2v7.txt

Updated new inactive PMT from the gains calibration
---
 configfiles/LoadWCSim/DeadPMTIDs_p2v7.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/configfiles/LoadWCSim/DeadPMTIDs_p2v7.txt b/configfiles/LoadWCSim/DeadPMTIDs_p2v7.txt
index a5e258dad..4ce119098 100644
--- a/configfiles/LoadWCSim/DeadPMTIDs_p2v7.txt
+++ b/configfiles/LoadWCSim/DeadPMTIDs_p2v7.txt
@@ -1,4 +1,5 @@
 2
+6
 11
 14
 15

From 7c6feeb20de3a50ebc8837541acd6a28a5f1233f Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:48:55 -0500
Subject: [PATCH 013/163] Update LoadWCSimConfig

Updated config to include paths to latest collaboration samples
---
 configfiles/LoadWCSim/LoadWCSimConfig | 18 ++++++++++--------
 1 file changed, 10 insertions(+), 8 deletions(-)

diff --git a/configfiles/LoadWCSim/LoadWCSimConfig b/configfiles/LoadWCSim/LoadWCSimConfig
index c142231f6..a25d47f59 100644
--- a/configfiles/LoadWCSim/LoadWCSimConfig
+++ b/configfiles/LoadWCSim/LoadWCSimConfig
@@ -2,17 +2,19 @@
 # all variables retrieved with m_variables.Get() must be defined here!
 verbose 1
 
-#InputFile /pnfs/annie/persistent/users/moflaher/wcsim/lappd/tankonly/wcsim_lappd_tankonly_24-09-17_BNB_Water_10k_22-05-17/wcsim_0.0.0.root
-#InputFile /pnfs/annie/persistent/users/moflaher/wcsim/lappd/tankonly/wcsim_lappd_tankonly_03-05-17_rhatcher/wcsim_0.1000.root      ## first of the DOE proposal files
-#InputFile /pnfs/annie/persistent/users/moflaher/wcsim/multipmt/tankonly/wcsim_3-12-18_ANNIEp2v6_BNB_Water_10k_22-05-17/wcsim_0.0.0.root
-#InputFile /pnfs/annie/persistent/users/moflaher/wcsim/multipmt/tankonly/wcsim_25_04_19_ANNIEp2v6_nodigit_BNB_Water_10k_22-05-17/wcsim_0.0.0.root
-InputFile ./25_04_19_wcsim_0.0.0.root
+# WCSim collaboration samples using GENIE (from James):
+#InputFile /pnfs/annie/persistent/simulations/wcsim/G1810a0211a/standard/<VOLUME>/pmt/wcsim_0.X.Y.root
+# where X = run number for the corresponding GENIE file (gntp.X.ghep.root)
+#       Y = offset multiple for GENIE event number
+
+InputFile /pnfs/annie/persistent/users/moflaher/wcsim/multipmt/tankonly/wcsim_25_04_19_ANNIEp2v6_nodigit_BNB_Water_10k_22-05-17/wcsim_0.1.9.root
 
 WCSimVersion 3               ## should reflect the WCSim version of the files being loaded
 HistoricTriggeroffset 0      ## time offset of digits relative to the trigger
 UseDigitSmearedTime 1        ## whether to use smeared digit time (T), or true time of first photon (F)
-LappdNumStrips 56            ## num channels to construct from each LAPPD
+LappdNumStrips 60            ## num channels to construct from each LAPPD
 LappdStripLength 100         ## relative x position of each LAPPD strip, for dual-sided readout [mm]
 LappdStripSeparation 10      ## stripline separation, for calculating relative y position of each LAPPD strip [mm]
-PMTMask ./configfiles/LoadWCSim/DeadPMTIDs_p2v7.txt ## Which PMTs should be masked out? / are dead?
-ChankeyToPMTIDMap ./configfiles/LoadWCSim/Chankey_WCSimID_v7.txt
+PMTMask configfiles/BeamClusterAnalysisMC/DeadPMTIDs_p2v7.txt ## Which PMTs should be masked out? / are dead?
+ChankeyToPMTIDMap ./configfiles/BeamClusterAnalysisMC/Chankey_WCSimID_v7.txt
+SplitSubTriggers 0		# should subtriggers be loaded in separate Execute steps?

From 1c749e34225c347847521ba547e40f553a7ad809 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 09:53:37 -0500
Subject: [PATCH 014/163] Add files via upload

PMT timing offsets derived from Laser calibration data. These offsets should be considered precision software corrections on top of the previous firmware corrections at the ADC level to correct for the large cabling delays.
---
 .../LoadGeometry/TankPMTTimingOffsets.csv     | 120 ++++++++++++++++++
 1 file changed, 120 insertions(+)
 create mode 100644 configfiles/LoadGeometry/TankPMTTimingOffsets.csv

diff --git a/configfiles/LoadGeometry/TankPMTTimingOffsets.csv b/configfiles/LoadGeometry/TankPMTTimingOffsets.csv
new file mode 100644
index 000000000..cdfed43c9
--- /dev/null
+++ b/configfiles/LoadGeometry/TankPMTTimingOffsets.csv
@@ -0,0 +1,120 @@
+##Channel,PMT_location,offset_value(ns),offset_std(ns),notes
+332,Bottom,15.25,1.31,unreliable
+334,Bottom,15.55,0.57,ok
+335,Bottom,8.34,1.36,unreliable
+336,Bottom,15.41,1.33,unreliable
+338,Bottom,10.15,1.85,unreliable
+339,Bottom,8.57,0.95,ok
+340,Bottom,8.66,1.29,unreliable
+341,Bottom,11.51,1.95,unreliable
+343,Bottom,14.24,0.33,ok (low statistics)
+344,Bottom,13.41,2.11,unreliable (low statistics)
+347,Bottom,10.6,1.92,unreliable
+348,Bottom,7.08,2.1,unreliable
+350,Bottom,3.15,1.03,ok
+351,Bottom,9.16,1.05,ok
+353,Top,16.13,1.14,ok (low statistics)
+354,Top,10.44,1.55,unreliable
+355,Top,14.27,2.08,ok
+356,Top,12.88,1.48,unreliable
+357,Top,8.66,2.21,ok
+358,Top,8.13,1.46,ok
+360,Top,8.04,2.56,ok
+361,Top,14.42,1.5,unreliable
+362,Top,4.88,1.88,ok
+363,Top,16.96,2.24,ok
+364,Top,16.22,2.83,ok
+365,Top,12.43,1.53,unreliable
+366,Top,11.78,1.48,ok
+367,Top,14.19,2.02,ok
+368,Top,10.45,1.87,ok
+369,Top,18.45,1.87,ok
+370,Top,18.82,2.75,ok
+371,Top,16.93,1.91,ok
+372,Barrel,9.13,0.9,ok
+373,Barrel,7.84,0.93,ok
+374,Barrel,4.81,1.21,ok
+375,Barrel,1.03,1.0,ok
+376,Barrel,15.7,1.27,ok
+377,Barrel,16.4,0.85,ok
+378,Barrel,6.5,0.87,ok
+379,Barrel,9.15,0.94,ok
+380,Barrel,6.97,0.9,ok
+381,Barrel,4.75,1.0,ok
+382,Barrel,16.09,1.32,ok
+383,Barrel,11.66,1.37,ok
+384,Barrel,7.84,0.98,ok
+385,Barrel,5.82,1.31,ok
+386,Barrel,5.99,1.29,ok
+387,Barrel,5.15,0.87,ok
+388,Barrel,10.01,0.92,ok
+389,Barrel,7.85,1.28,ok
+390,Barrel,9.93,0.95,ok
+391,Barrel,11.64,1.36,ok
+392,Barrel,9.64,1.02,ok
+393,Barrel,3.16,1.41,ok
+394,Barrel,9.26,0.97,ok
+395,Barrel,11.18,1.41,ok
+396,Barrel,8.17,1.37,ok
+397,Barrel,6.0,0.99,ok
+398,Barrel,10.38,0.89,ok
+399,Barrel,14.8,1.01,ok
+400,Barrel,12.03,0.97,ok
+401,Barrel,13.92,0.96,ok
+402,Barrel,11.0,0.9,ok
+403,Barrel,11.57,1.28,ok
+404,Barrel,12.36,0.9,ok
+405,Barrel,6.9,1.4,ok
+406,Barrel,10.33,0.83,ok
+407,Barrel,16.25,0.9,ok
+409,Barrel,11.86,1.25,ok
+410,Barrel,9.14,1.29,ok
+411,Barrel,6.38,0.85,ok
+412,Barrel,6.22,0.82,ok
+413,Barrel,4.1,1.27,ok
+414,Barrel,16.84,1.32,ok
+415,Barrel,12.67,0.97,ok
+417,Barrel,7.98,1.45,ok
+418,Barrel,7.96,2.28,unreliable
+419,Barrel,17.9,1.92,ok
+420,Barrel,6.82,1.96,ok
+421,Barrel,11.13,1.96,ok
+422,Barrel,11.53,2.0,ok
+423,Barrel,9.71,2.84,ok
+424,Barrel,8.68,1.92,ok
+425,Barrel,12.89,2.32,ok
+426,Barrel,10.84,2.51,ok
+427,Barrel,7.92,1.37,ok
+428,Barrel,10.07,2.24,ok
+429,Barrel,12.23,1.01,ok
+430,Barrel,7.6,2.0,ok
+432,Barrel,11.94,1.57,ok
+433,Barrel,12.1,1.47,ok
+434,Barrel,9.58,1.85,ok
+435,Barrel,12.41,1.5,ok
+436,Barrel,8.17,1.43,ok
+437,Barrel,4.91,1.57,ok
+438,Barrel,14.03,2.01,ok
+439,Barrel,10.26,1.57,ok
+440,Barrel,5.55,2.54,ok
+441,Barrel,9.52,2.28,ok
+442,Barrel,12.17,1.58,ok
+443,Barrel,16.01,2.88,ok
+446,Barrel,10.01,2.45,ok
+447,Barrel,12.17,1.49,ok
+448,Barrel,11.31,1.55,ok
+449,Barrel,13.17,1.32,ok
+450,Barrel,5.7,1.88,ok
+451,Barrel,6.34,1.46,ok
+452,Barrel,12.1,1.42,ok
+453,Barrel,0.0,1.55,ok
+454,Barrel,8.29,1.04,ok
+455,Barrel,17.55,1.42,ok
+456,Barrel,9.53,1.53,unreliable
+457,Barrel,10.18,1.6,ok
+458,Barrel,10.18,1.54,ok
+459,Barrel,9.69,1.99,ok
+460,Barrel,5.08,1.04,ok
+461,Barrel,9.32,1.59,ok
+462,Barrel,17.05,2.13,ok
+463,Barrel,16.18,1.44,ok

From 45925e1e5fd7527eab107b60207176cc9cb4d13b Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 10:01:15 -0500
Subject: [PATCH 015/163] Update LoadGeometry.h

Updated header file with PMT timing offsets
---
 UserTools/LoadGeometry/LoadGeometry.h | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/UserTools/LoadGeometry/LoadGeometry.h b/UserTools/LoadGeometry/LoadGeometry.h
index 9f666ed10..9f4e2210a 100644
--- a/UserTools/LoadGeometry/LoadGeometry.h
+++ b/UserTools/LoadGeometry/LoadGeometry.h
@@ -36,6 +36,7 @@ class LoadGeometry: public Tool {
   bool ParseAuxChannelDataEntry(std::vector<std::string> SpecLine,
                                std::vector<std::string> AuxChannelLegendEntries);
   void LoadTankPMTGains();
+  void LoadTankPMTTimingOffsets();
 
   Geometry* AnnieGeometry;
 
@@ -49,6 +50,7 @@ class LoadGeometry: public Tool {
   std::string fFACCMRDGeoFile;
   std::string fTankPMTGeoFile;
   std::string fTankPMTGainFile;
+  std::string fTankPMTTimingOffsetFile; 
   std::string fAuxChannelFile;
   std::string fLAPPDGeoFile;
   std::string fDetectorGeoFile;
@@ -66,6 +68,7 @@ class LoadGeometry: public Tool {
   std::map<int,std::vector<int>>* ChannelNumToTankPMTCrateSpaceMap;
   std::map<int,std::vector<int>>* AuxChannelNumToCrateSpaceMap;
   std::map<int,double>* ChannelNumToTankPMTSPEChargeMap;
+  std::map<unsigned long,double>* ChannelNumToTankPMTTimingOffsetMap;
   std::map<int,std::string>* AuxChannelNumToTypeMap;
   std::map<std::vector<unsigned int>,int>* LAPPDCrateSpaceToChannelNumMap;
 

From 26f352cf21e241a88caf365fe302e8e6b63351a9 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 10:02:58 -0500
Subject: [PATCH 016/163] Update LoadGeometryConfig

Path to PMT timing offset .csv file
---
 configfiles/LoadGeometry/LoadGeometryConfig | 1 +
 1 file changed, 1 insertion(+)

diff --git a/configfiles/LoadGeometry/LoadGeometryConfig b/configfiles/LoadGeometry/LoadGeometryConfig
index 693f546d2..79efc3811 100644
--- a/configfiles/LoadGeometry/LoadGeometryConfig
+++ b/configfiles/LoadGeometry/LoadGeometryConfig
@@ -6,4 +6,5 @@ DetectorGeoFile ./configfiles/LoadGeometry/DetectorGeometrySpecs.csv
 LAPPDGeoFile ./configfiles/LoadGeometry/LAPPDGeometry.csv
 TankPMTGeoFile ./configfiles/LoadGeometry/FullTankPMTGeometry.csv
 TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains2023.csv
+TankPMTTimingOffsetFile ./configfiles/LoadGeometry/TankPMTTimingOffsets.csv
 AuxiliaryChannelFile ./configfiles/LoadGeometry/AuxChannels.csv

From 81079fbe237299d2374a52a4ad10b34324bbaf4a Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 10:05:13 -0500
Subject: [PATCH 017/163] Update EventSelector.cpp

1. Updated default offset value (745) to 755 to account for new timing offsets of the PMTs.

2. In the new gains file, there are measurements for the 121 active PMTs. Two PMTs were deemed "inactive" and are no longer included. (Old file used to have 123 active PMTs). These PMTs were omitted as no data/hits were recorded on them during the source calibration. In principle there should only be hits in the active PMTs. However, even though there were no data/hits recorded in those tubes for the source calibration, for very energetic events occasionally one of the since "inactived" PMTs registers a hit for some reason and tries to access the map, which crashes this tool. Just added a condition that the channel must exist in the map in order to count that hit.
---
 UserTools/EventSelector/EventSelector.cpp | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/UserTools/EventSelector/EventSelector.cpp b/UserTools/EventSelector/EventSelector.cpp
index 4563381a5..4ef5a779f 100644
--- a/UserTools/EventSelector/EventSelector.cpp
+++ b/UserTools/EventSelector/EventSelector.cpp
@@ -14,7 +14,7 @@ bool EventSelector::Initialise(std::string configfile, DataModel &data){
 
   fPMTMRDOffset = false;
   fIsMC = true;
-  fPMTMRDOffset = 745;
+  fPMTMRDOffset = 755;
   fRecoPDG = -1;
 
   //Get the tool configuration variables
@@ -695,8 +695,15 @@ bool EventSelector::EventSelectionByPMTMRDCoinc() {
         for (unsigned int i_hit = 0; i_hit < Hits.size(); i_hit++){
           time_temp+=Hits.at(i_hit).GetTime();
           int tube = Hits.at(i_hit).GetTubeId();
-          double charge_pe = Hits.at(i_hit).GetCharge()/ChannelNumToTankPMTSPEChargeMap->at(tube);
-          charge_temp+=charge_pe;
+          // check if PMT is present in the map before accessing it
+	  auto it = ChannelNumToTankPMTSPEChargeMap->find(tube);
+	  if (it != ChannelNumToTankPMTSPEChargeMap->end()) {
+	  	double charge_pe = Hits.at(i_hit).GetCharge() / it->second;
+	  	charge_temp += charge_pe;
+	  } else {
+	  	std::cerr << "PMT channel with hit not found in ChannelNumToTankPMTSPEChargeMap. Skipping this hit." << std::endl;
+	  	continue;
+	  }
         }
         if (Hits.size()>0) time_temp/=Hits.size();
         vec_pmtclusters_charge->push_back(charge_temp);

From 7d0aaf5f775f3682993e0ef8bfcd98dde3ceb210 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 10:11:48 -0500
Subject: [PATCH 018/163] Update LoadGeometry.cpp

Adjust LoadGeometry to include new PMT Timing offsets from .csv file, derived from the laser source calibration.
---
 UserTools/LoadGeometry/LoadGeometry.cpp | 32 +++++++++++++++++++++++++
 1 file changed, 32 insertions(+)

diff --git a/UserTools/LoadGeometry/LoadGeometry.cpp b/UserTools/LoadGeometry/LoadGeometry.cpp
index b93355c1b..de93f7e7b 100644
--- a/UserTools/LoadGeometry/LoadGeometry.cpp
+++ b/UserTools/LoadGeometry/LoadGeometry.cpp
@@ -20,6 +20,7 @@ bool LoadGeometry::Initialise(std::string configfile, DataModel &data){
   m_variables.Get("FACCMRDGeoFile", fFACCMRDGeoFile);
   m_variables.Get("TankPMTGeoFile", fTankPMTGeoFile);
   m_variables.Get("TankPMTGainFile", fTankPMTGainFile);
+  m_variables.Get("TankPMTTimingOffsetFile", fTankPMTTimingOffsetFile);
   m_variables.Get("AuxiliaryChannelFile", fAuxChannelFile);
   m_variables.Get("LAPPDGeoFile", fLAPPDGeoFile);
   m_variables.Get("DetectorGeoFile", fDetectorGeoFile);
@@ -58,6 +59,12 @@ bool LoadGeometry::Initialise(std::string configfile, DataModel &data){
     return false;
   }
 
+  if(!this->FileExists(fTankPMTTimingOffsetFile)){
+    Log("LoadGeometry Tool: File for Tank PMT Timing offsets does not exist!",v_error,verbosity);
+    if (verbosity > 0) std::cout << "Filepath was... " << fTankPMTTimingOffsetFile << std::endl;
+    return false;
+  }
+
   if(!this->FileExists(fAuxChannelFile)){
     Log("LoadGeometry Tool: File for Auxiliary Channels does not exist!",v_error,verbosity);
     if (verbosity > 0) std::cout << "Filepath was... " << fAuxChannelFile << std::endl;
@@ -69,6 +76,7 @@ bool LoadGeometry::Initialise(std::string configfile, DataModel &data){
   MRDChannelNumToCrateSpaceMap = new std::map<int,std::vector<int>>;
   TankPMTCrateSpaceToChannelNumMap = new std::map<std::vector<int>,int>;
   ChannelNumToTankPMTSPEChargeMap = new std::map<int,double>;
+  ChannelNumToTankPMTTimingOffsetMap = new std::map<unsigned long,double>;
   ChannelNumToTankPMTCrateSpaceMap = new std::map<int,std::vector<int>>;
   AuxCrateSpaceToChannelNumMap = new std::map<std::vector<int>,int>;
   AuxChannelNumToTypeMap = new std::map<int,std::string>;
@@ -87,6 +95,9 @@ bool LoadGeometry::Initialise(std::string configfile, DataModel &data){
   //Load TankPMT charge to PE conversion
   this->LoadTankPMTGains();
 
+  //Load TankPMT timing offsets
+  this->LoadTankPMTTimingOffsets();
+
   //Load auxiliary and spare channels
   this->LoadAuxiliaryChannels();
 
@@ -100,6 +111,7 @@ bool LoadGeometry::Initialise(std::string configfile, DataModel &data){
   m_data->CStore.Set("TankPMTCrateSpaceToChannelNumMap",TankPMTCrateSpaceToChannelNumMap);
   m_data->CStore.Set("ChannelNumToTankPMTCrateSpaceMap",ChannelNumToTankPMTCrateSpaceMap);
   m_data->CStore.Set("ChannelNumToTankPMTSPEChargeMap",ChannelNumToTankPMTSPEChargeMap);
+  m_data->CStore.Set("ChannelNumToTankPMTTimingOffsetMap",ChannelNumToTankPMTTimingOffsetMap);
   m_data->CStore.Set("AuxCrateSpaceToChannelNumMap",AuxCrateSpaceToChannelNumMap);
   m_data->CStore.Set("AuxChannelNumToCrateSpaceMap",AuxChannelNumToCrateSpaceMap);
   m_data->CStore.Set("AuxChannelNumToTypeMap",AuxChannelNumToTypeMap);
@@ -906,3 +918,23 @@ void LoadGeometry::LoadTankPMTGains(){
   }
   return;
 }
+
+void LoadGeometry::LoadTankPMTTimingOffsets(){
+  ifstream myfile(fTankPMTTimingOffsetFile.c_str());
+  std::string line;
+  if (myfile.is_open()){
+    //Loop over lines, collect all detector data (should only be one line here)
+    while(getline(myfile,line)){
+      if(verbosity>3) std::cout << line << std::endl; //has our stuff;
+      if(line.find("#")!=std::string::npos) continue;
+      std::vector<std::string> DataEntries;
+      boost::split(DataEntries,line, boost::is_any_of(","), boost::token_compress_on);
+      int channelkey = -9999;
+      double TimingOffset = -9999.;
+      channelkey = std::stoul(DataEntries.at(0));
+      TimingOffset= std::stod(DataEntries.at(2));
+      ChannelNumToTankPMTTimingOffsetMap->emplace(channelkey,TimingOffset);
+    }
+  }
+  return;
+}

From b978fd9ed08c2d35d2bf25edf083c642bbc76edd Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 10:40:23 -0500
Subject: [PATCH 019/163] Update PhaseIIADCHitFinder.cpp

- Grab new PMT timing offset values from .csv file to subtract from the hit times --> added this to all methods of hit finding

- Instead of grabbing the x tick with the maximum ADC value as the hit time (always binned to 2ns), assign float hit times based when the pulse crosses 50% of its maximum above threshold. Currently only implemented for the Pulse Finding Approach "Threshold" and Pulse Window Type "Dynamic" (the default, used configuration of the code).

TODO:
- Add this hit timing approach to all configurations of the code.
- (Maybe) per Bob's recommendation, it might be better to instead assign the hit time using the following:
1. get the time at 50% between peak and threshold
2. get the time at 20% " " " "
3. Draw a straight line between these two points to extrapolate the time to zero threshold
This way it would lessen the effect of time shifts between large and small pulses.
---
 .../PhaseIIADCHitFinder.cpp                   | 86 +++++++++++++++++--
 1 file changed, 80 insertions(+), 6 deletions(-)

diff --git a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
index a7a4563ca..8be738345 100755
--- a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
+++ b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
@@ -71,6 +71,9 @@ bool PhaseIIADCHitFinder::Initialise(std::string config_filename, DataModel& dat
   // Get the Auxiliary channel types; identifies which channels are SiPM channels
   m_data->CStore.Get("AuxChannelNumToTypeMap",AuxChannelNumToTypeMap);
 
+  // Get the timing offsets
+  m_data->CStore.Get("ChannelNumToTankPMTTimingOffsetMap",ChannelKeyToTimingOffsetMap); 
+
   //Recreate maps that were deleted with ANNIEEvent->Delete() ANNIEEventBuilder tool
   hit_map = new std::map<unsigned long,std::vector<Hit>>;
   aux_hit_map = new std::map<unsigned long,std::vector<Hit>>;
@@ -703,11 +706,21 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bywindow(
     // Convert the pulse integral to nC
     charge *= NS_PER_ADC_SAMPLE / ADC_IMPEDANCE;
 
+    // PMT Timing offsets
+      double timing_offset=0.0;
+      std::map<unsigned long , double>::const_iterator it = ChannelKeyToTimingOffsetMap.find(channel_key);
+      if(it != ChannelKeyToTimingOffsetMap.end()){ //Timing offset is available
+        timing_offset = ChannelKeyToTimingOffsetMap.at(channel_key);
+      } else {
+        if(verbosity>2){
+          std::cout << "Didn't find Timing offset for channel " << channel_key << std::endl;
+        }
+      }
 
     // Store the freshly made pulse in the vector of found pulses
     pulses.emplace_back(channel_key,
-      ( wmin * NS_PER_SAMPLE ),
-      peak_sample * NS_PER_SAMPLE,
+      ( wmin * NS_PER_SAMPLE )-timing_offset,
+      (peak_sample * NS_PER_SAMPLE)-timing_offset,
       calibrated_minibuffer_data.GetBaseline(),
       calibrated_minibuffer_data.GetSigmaBaseline(),
       raw_area, max_ADC, calibrated_amplitude, charge);
@@ -805,10 +818,21 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
       // Convert the pulse integral to nC
       charge *= NS_PER_ADC_SAMPLE / ADC_IMPEDANCE;
 
+      // PMT Timing offsets
+      double timing_offset=0.0;
+      std::map<unsigned long , double>::const_iterator it = ChannelKeyToTimingOffsetMap.find(channel_key);
+      if(it != ChannelKeyToTimingOffsetMap.end()){ //Timing offset is available
+        timing_offset = ChannelKeyToTimingOffsetMap.at(channel_key);
+      } else {
+        if(verbosity>2){
+          std::cout << "Didn't find Timing offset for channel " << channel_key << std::endl;
+        }
+      }
+
       // Store the freshly made pulse in the vector of found pulses
       pulses.emplace_back(channel_key,
-        ( pulse_start_sample * NS_PER_SAMPLE ),
-        peak_sample * NS_PER_SAMPLE,
+        ( pulse_start_sample * NS_PER_SAMPLE )-timing_offset,
+        (peak_sample * NS_PER_SAMPLE)-timing_offset,
         calibrated_minibuffer_data.GetBaseline(),
         calibrated_minibuffer_data.GetSigmaBaseline(),
         raw_area, max_ADC, calibrated_amplitude, charge);
@@ -868,10 +892,60 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
         // very close together (i.e. if the end of one is just a few samples away
         // from the start of another)
 
+	// PMT Timing offsets
+      double timing_offset=0.0;
+      std::map<unsigned long , double>::const_iterator it = ChannelKeyToTimingOffsetMap.find(channel_key);
+      if(it != ChannelKeyToTimingOffsetMap.end()){ //Timing offset is available
+        timing_offset = ChannelKeyToTimingOffsetMap.at(channel_key);
+      } else {
+        if(verbosity>2){
+          std::cout << "Didn't find Timing offset for channel " << channel_key << std::endl;
+        }
+      }
+
+        // New approach to hit timing to avoid 2ns bins - 50% threshold above baseline
+        // Look for where the ADC value crosses 50% of the maximum, assign hit time
+	// TODO: consider using an approach recommended by Bob: get time at 50%, get time at 20%, draw straight line in between and find time to zero threshold
+        const double threshold_percentage = 0.5;
+        unsigned short threshold_value = ((max_ADC - adc_threshold) * threshold_percentage) + adc_threshold;
+        double hit_time = peak_sample;
+        bool hit_time_found = false;
+
+        // Find the first sample where the ADC value is above 50%
+        for (size_t p = peak_sample; p > pulse_start_sample; --p) {
+            if (raw_minibuffer_data.GetSample(p) < threshold_value) {
+              hit_time = p;
+              hit_time_found = true;
+              break;
+              }
+        }
+
+	// Perform simple linear interpolation to find exact crossing point
+      if (hit_time_found) {
+        if(verbosity>4) std::cout << "Interpolating hit time..." << std::endl;
+        if (hit_time > pulse_start_sample && hit_time < pulse_end_sample) {
+            double x1 = hit_time;
+            double x2 = hit_time + 1.0;
+            unsigned short y1 = raw_minibuffer_data.GetSample(static_cast<size_t>(x1));
+            unsigned short y2 = raw_minibuffer_data.GetSample(static_cast<size_t>(x2));
+            hit_time = x1 + (threshold_value - y1) * (x2 - x1) / (y2 - y1);   // linear interpolation
+        }
+      }
+
+      if(verbosity>4) std::cout << "Hit time [ns] " << hit_time * NS_PER_ADC_SAMPLE << std::endl;
+
+      if (hit_time < 0.0) {
+        // If for some reason the interpolation finds a negative time value (if the pulse is extremely early in the buffer),
+        // default to the peak time
+        std::cout << "Hit time is negative! Defaulting to peak time" << std::endl;
+        hit_time = peak_sample;
+      }
+
+
         // Store the freshly made pulse in the vector of found pulses
         pulses.emplace_back(channel_key,
-          ( pulse_start_sample * NS_PER_ADC_SAMPLE ),
-          peak_sample * NS_PER_ADC_SAMPLE,
+          ( pulse_start_sample * NS_PER_ADC_SAMPLE )-timing_offset,
+          (peak_sample * NS_PER_ADC_SAMPLE)-timing_offset,
           calibrated_minibuffer_data.GetBaseline(),
           calibrated_minibuffer_data.GetSigmaBaseline(),
           raw_area, max_ADC, calibrated_amplitude, charge);

From fc9081e6b8d5e52dcaa005c0f3592298b2661fb3 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 10:42:56 -0500
Subject: [PATCH 020/163] Update PhaseIIADCHitFinder.h

Added offset map to header
---
 UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.h | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.h b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.h
index d7af819c0..b3471d58e 100755
--- a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.h
+++ b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.h
@@ -59,7 +59,8 @@ class PhaseIIADCHitFinder : public Tool {
     std::map<unsigned long, unsigned short> channel_threshold_map;
     std::map<unsigned long, std::vector<std::vector<int>>> channel_window_map;
     bool eventbuilding_mode; 
-   
+
+    std::map<unsigned long ,double> ChannelKeyToTimingOffsetMap;
    
     std::map<int,std::string>* AuxChannelNumToTypeMap;
 

From 163cfd3e15549c270a95774b9bc38b404ccd8fe7 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 11:00:39 -0500
Subject: [PATCH 021/163] Add files via upload

Old tool, new toolchain: output raw waveforms of PMT and aux channels from built, processed ANNIEEvents (that contain the raw waveforms). Useful to analyze PMT waveforms, as well as look at aux channel waveforms like the BoosterRWM and BoosterRF.
---
 configfiles/PrintADCData/LoadANNIEEventConfig |  4 ++
 .../PrintADCData/PhaseIIADCCalibratorConfig   | 15 +++++
 .../PrintADCData/PhaseIIADCHitFinderConfig    | 10 +++
 configfiles/PrintADCData/PrintADCDataConfig   | 11 ++++
 configfiles/PrintADCData/README.md            | 64 +++++++++++++++++++
 configfiles/PrintADCData/ToolChainConfig      | 26 ++++++++
 configfiles/PrintADCData/ToolsConfig          |  5 ++
 configfiles/PrintADCData/my_inputs.txt        |  1 +
 8 files changed, 136 insertions(+)
 create mode 100644 configfiles/PrintADCData/LoadANNIEEventConfig
 create mode 100644 configfiles/PrintADCData/PhaseIIADCCalibratorConfig
 create mode 100644 configfiles/PrintADCData/PhaseIIADCHitFinderConfig
 create mode 100644 configfiles/PrintADCData/PrintADCDataConfig
 create mode 100644 configfiles/PrintADCData/README.md
 create mode 100644 configfiles/PrintADCData/ToolChainConfig
 create mode 100644 configfiles/PrintADCData/ToolsConfig
 create mode 100644 configfiles/PrintADCData/my_inputs.txt

diff --git a/configfiles/PrintADCData/LoadANNIEEventConfig b/configfiles/PrintADCData/LoadANNIEEventConfig
new file mode 100644
index 000000000..de401a767
--- /dev/null
+++ b/configfiles/PrintADCData/LoadANNIEEventConfig
@@ -0,0 +1,4 @@
+verbose 4
+EventOffset 0
+FileForListOfInputs ./configfiles/PrintADCData/my_inputs.txt
+GlobalEvNr 1	# If multiple files are present, introduce a global event number across files?
diff --git a/configfiles/PrintADCData/PhaseIIADCCalibratorConfig b/configfiles/PrintADCData/PhaseIIADCCalibratorConfig
new file mode 100644
index 000000000..e67bc4513
--- /dev/null
+++ b/configfiles/PrintADCData/PhaseIIADCCalibratorConfig
@@ -0,0 +1,15 @@
+# PhaseIIADCCalibrator config file
+
+verbosity 0
+
+BaselineEstimationType ze3ra_multi
+NumBaselineSamples 15
+NumSubWaveforms 10
+
+SamplesPerBaselineEstimate 2000
+BaselineUncertaintyTolerance 2
+PCritical 0.01
+MakeCalLEDWaveforms 0
+
+EventBuilding 0
+ExecutesPerBuild 10
diff --git a/configfiles/PrintADCData/PhaseIIADCHitFinderConfig b/configfiles/PrintADCData/PhaseIIADCHitFinderConfig
new file mode 100644
index 000000000..473dd1dc7
--- /dev/null
+++ b/configfiles/PrintADCData/PhaseIIADCHitFinderConfig
@@ -0,0 +1,10 @@
+verbosity 0
+
+UseLEDWaveforms 0
+
+PulseFindingApproach threshold
+PulseWindowType dynamic
+DefaultADCThreshold 7
+DefaultThresholdType relative
+
+EventBuilding 0
diff --git a/configfiles/PrintADCData/PrintADCDataConfig b/configfiles/PrintADCData/PrintADCDataConfig
new file mode 100644
index 000000000..817d22b20
--- /dev/null
+++ b/configfiles/PrintADCData/PrintADCDataConfig
@@ -0,0 +1,11 @@
+verbosity 5
+
+UseLEDWaveforms 0            # specifies whether to show or save full waveforms from the DAQ or the LED waveform windows
+
+OutputFile test              # Base filename given to both the ROOT and txt file that are output from the tool
+
+SaveWaveforms 1              # Determines whether or not to save raw waveforms in the output ROOT file
+
+WavesWithPulsesOnly 0        # Controls whether or not to save only waveforms that have a pulse in them (determined by the hit finding tools)
+
+MaxWaveforms 1000            # Controls the number of raw waveforms to be saved to the output ROOT file. Used to keep the ROOT file from exploding under the sheer number of raw waveforms saved
diff --git a/configfiles/PrintADCData/README.md b/configfiles/PrintADCData/README.md
new file mode 100644
index 000000000..e9a5e6b21
--- /dev/null
+++ b/configfiles/PrintADCData/README.md
@@ -0,0 +1,64 @@
+# PrintADCData toolchain
+
+***********************
+# Description
+**********************
+
+The `PrintADCData` toolchain is used to analyze properties in an ANNIEEvent booststore's RecoADCHits vector (and the Aux information). The tool specifically looks at the raw and calibrated waveforms for Tank PMTs and Aux channels and outputs information including:
+* Example raw waveforms for all PMTs channels, and aux channels (BoosterRWM, BoosterRF)
+* The number of waveforms collected for each channel
+* The number of pulses collected for each channel
+* The number of waveforms with at least one pulse for each channel
+* 2D histograms of the hit occupancy in y vs, phi space
+
+************************
+# Data
+************************
+
+Two files are producing after running this toolchain:
+* ROOT file with raw waveforms and the 2D hit occupancy histograms
+* .txt file with the waveform/pulse info described above
+
+************************
+# Configuration of PrintADCData tool
+************************
+```
+
+UseLEDWaveforms [int]
+Specifies whether to show and save full waveforms from the DAQ, or 
+the LED waveform windows produced from running 
+PhaseIIADCCalibrator with MakeLEDWaveforms set at 1.  
+1=Show/save LED waveforms, 
+0= Show/save raw waveforms.
+
+verbosity [int]
+controls the amount of print output (0- lowest, 5-highest)
+
+OutputFile [string]
+Base filename given to both the ROOT and text file that are output from the tool.
+
+
+SaveWaveforms [bool]
+Determines whether or not to save raw waveforms in the output ROOT file.  
+1 = yes, 0 = no
+
+WavesWithPulsesOnly [bool]
+Controls whether or not to save only waveforms that have a pulse in them.  Whether
+or not the wave has a pulse is determined by logic output by the PhaseIIADCHitFinder
+tool.
+
+MaxWaveforms [int]
+Controls the number of raw waveform examples saved to the output ROOT file.  
+Used to keep the ROOT file from exploding under the sheer number of raw 
+waveforms saved.
+
+LEDsUsed [string]
+Log string saved in the output text file to record what LEDs were used for the 
+run being processed.  Will eventually be automated when the DAQ can control 
+the LEDs.
+
+LEDSetpoints [string]
+Log string saved in the output text file to record what LED setpoints were used
+ for the run being processed.  Will eventually be automated when the DAQ 
+can control the LEDs.
+```
diff --git a/configfiles/PrintADCData/ToolChainConfig b/configfiles/PrintADCData/ToolChainConfig
new file mode 100644
index 000000000..552a4ccf3
--- /dev/null
+++ b/configfiles/PrintADCData/ToolChainConfig
@@ -0,0 +1,26 @@
+#ToolChain dynamic setup file
+
+##### Runtime Parameters #####
+verbose 1 ## Verbosity level of ToolChain
+error_level 0 # 0= do not exit, 1= exit on unhandled errors only, 2= exit on unhandled errors and handled errors
+attempt_recover 1 ## 1= will attempt to finalise if an execute fails
+remote_port 24002
+IO_Threads 1 ## Number of threads for network traffic (~ 1/Gbps)
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+
+###### Service discovery ##### Ignore these settings for local analysis
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File configfiles/PrintADCData/ToolsConfig  ## list of tools to run and their config files
+
+##### Run Type #####
+Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user 
+Interactive 0 ## set to 1 if you want to run the code interactively
+
diff --git a/configfiles/PrintADCData/ToolsConfig b/configfiles/PrintADCData/ToolsConfig
new file mode 100644
index 000000000..57c6ac4db
--- /dev/null
+++ b/configfiles/PrintADCData/ToolsConfig
@@ -0,0 +1,5 @@
+myLoadGeometry LoadGeometry configfiles/LoadGeometry/LoadGeometryConfig
+myLoadANNIEEvent LoadANNIEEvent configfiles/PrintADCData/LoadANNIEEventConfig
+myPhaseIIADCCalibrator PhaseIIADCCalibrator ./configfiles/PrintADCData/PhaseIIADCCalibratorConfig
+myPhaseIIADCHitFinder PhaseIIADCHitFinder ./configfiles/PrintADCData/PhaseIIADCHitFinderConfig
+myPrintADCData PrintADCData configfiles/PrintADCData/PrintADCDataConfig
diff --git a/configfiles/PrintADCData/my_inputs.txt b/configfiles/PrintADCData/my_inputs.txt
new file mode 100644
index 000000000..c7a51732f
--- /dev/null
+++ b/configfiles/PrintADCData/my_inputs.txt
@@ -0,0 +1 @@
+./ProcessedRawData_TankAndCTC_R4314S0p1

From 0e9c005684df5477247dee8afba9d30a519a4ba1 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 11:24:27 -0500
Subject: [PATCH 022/163] Add files via upload

In case users want to eventbuild part files with raw waveforms (useful for source analysis), this toolchain complements the official event building toolchain that is used to create our processed data. Configurations for the tools to extract raw waveforms successfully from the PMTs are taken from Gian's AmBe analysis work. Currently, the event building for this toolchain has only been tested for Tank + CTC events.
---
 .../EventBuilderRaw/ANNIEEventBuilderConfig   | 20 +++++++++++++++
 .../EventBuilderRaw/DefaultTriggerMask.txt    | 10 ++++++++
 .../EventBuilderRaw/LoadGeometryConfig        |  9 +++++++
 configfiles/EventBuilderRaw/LoadRawDataConfig |  9 +++++++
 .../EventBuilderRaw/PMTDataDecoderConfig      |  5 ++++
 .../PhaseIIADCCalibratorConfig                | 15 +++++++++++
 .../EventBuilderRaw/PhaseIIADCHitFinderConfig | 10 ++++++++
 configfiles/EventBuilderRaw/README.md         | 25 +++++++++++++++++++
 configfiles/EventBuilderRaw/ToolChainConfig   | 23 +++++++++++++++++
 configfiles/EventBuilderRaw/ToolsConfig       |  7 ++++++
 .../EventBuilderRaw/TriggerDataDecoderConfig  |  4 +++
 configfiles/EventBuilderRaw/my_files.txt      |  1 +
 12 files changed, 138 insertions(+)
 create mode 100644 configfiles/EventBuilderRaw/ANNIEEventBuilderConfig
 create mode 100644 configfiles/EventBuilderRaw/DefaultTriggerMask.txt
 create mode 100644 configfiles/EventBuilderRaw/LoadGeometryConfig
 create mode 100644 configfiles/EventBuilderRaw/LoadRawDataConfig
 create mode 100644 configfiles/EventBuilderRaw/PMTDataDecoderConfig
 create mode 100644 configfiles/EventBuilderRaw/PhaseIIADCCalibratorConfig
 create mode 100644 configfiles/EventBuilderRaw/PhaseIIADCHitFinderConfig
 create mode 100644 configfiles/EventBuilderRaw/README.md
 create mode 100644 configfiles/EventBuilderRaw/ToolChainConfig
 create mode 100644 configfiles/EventBuilderRaw/ToolsConfig
 create mode 100644 configfiles/EventBuilderRaw/TriggerDataDecoderConfig
 create mode 100644 configfiles/EventBuilderRaw/my_files.txt

diff --git a/configfiles/EventBuilderRaw/ANNIEEventBuilderConfig b/configfiles/EventBuilderRaw/ANNIEEventBuilderConfig
new file mode 100644
index 000000000..a87912902
--- /dev/null
+++ b/configfiles/EventBuilderRaw/ANNIEEventBuilderConfig
@@ -0,0 +1,20 @@
+verbosity 0
+
+BuildType TankAndCTC
+ProcessedFilesBasename ProcessedRawData
+#NumEventsPerPairing 200
+SavePath ./
+
+MinNumWavesInSet 1 // 1=Just throw any waveforms into ANNIE events if you got em
+
+ExecutesPerBuild 10
+OrphanOldTankTimestamps 1
+OldTimestampThreshold 150
+OrphanFileBase OrphanStore
+#MaxStreamMatchingTimeSeparation 60 // seconds. If one stream is ahead of the others, pause reading
+
+SaveRawData 1
+StoreBeamStatus 0
+
+BuildStage1Data 0 
+SaveSeparatePartfiles 1
diff --git a/configfiles/EventBuilderRaw/DefaultTriggerMask.txt b/configfiles/EventBuilderRaw/DefaultTriggerMask.txt
new file mode 100644
index 000000000..398850355
--- /dev/null
+++ b/configfiles/EventBuilderRaw/DefaultTriggerMask.txt
@@ -0,0 +1,10 @@
+#Triggers are given by Jonathan; place one number per line. Values are index + 1
+#4+1: Delayed beam.  32+1: LED trigger. 34+1: AmBe and Cosmic trigger.  35+1: MRD_CR_Trigger. 30+1: LED_Start. 45+1, 46+1: Laser. 14+1: AmBe external trigger
+5
+15
+36
+31
+33
+35
+46
+47
diff --git a/configfiles/EventBuilderRaw/LoadGeometryConfig b/configfiles/EventBuilderRaw/LoadGeometryConfig
new file mode 100644
index 000000000..6c9e006fc
--- /dev/null
+++ b/configfiles/EventBuilderRaw/LoadGeometryConfig
@@ -0,0 +1,9 @@
+verbosity 0
+LAPPDChannelCount 60
+FACCMRDGeoFile ./configfiles/LoadGeometry/FullMRDGeometry.csv
+DetectorGeoFile ./configfiles/LoadGeometry/DetectorGeometrySpecs.csv
+LAPPDGeoFile ./configfiles/LoadGeometry/LAPPDGeometry.csv
+TankPMTGeoFile ./configfiles/LoadGeometry/FullTankPMTGeometry.csv
+TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains2023.csv
+TankPMTTimingOffsetFile ./configfiles/LoadGeometry/TankPMTTimingOffsets.csv
+AuxiliaryChannelFile ./configfiles/LoadGeometry/AuxChannels.csv
diff --git a/configfiles/EventBuilderRaw/LoadRawDataConfig b/configfiles/EventBuilderRaw/LoadRawDataConfig
new file mode 100644
index 000000000..ffaf99fbd
--- /dev/null
+++ b/configfiles/EventBuilderRaw/LoadRawDataConfig
@@ -0,0 +1,9 @@
+verbosity 0
+BuildType TankAndCTC
+#BuildType CTC
+Mode FileList
+InputFile ./configfiles/DataDecoder/my_files.txt
+DummyRunInfo 1
+StoreTrigOverlap 0
+ReadTrigOverlap 1
+StoreRawData 0
diff --git a/configfiles/EventBuilderRaw/PMTDataDecoderConfig b/configfiles/EventBuilderRaw/PMTDataDecoderConfig
new file mode 100644
index 000000000..19e946601
--- /dev/null
+++ b/configfiles/EventBuilderRaw/PMTDataDecoderConfig
@@ -0,0 +1,5 @@
+verbosity 0
+ADCCountsToBuildWaves 0
+Mode Offline
+OffsetVME03 0
+OffsetVME01 0
diff --git a/configfiles/EventBuilderRaw/PhaseIIADCCalibratorConfig b/configfiles/EventBuilderRaw/PhaseIIADCCalibratorConfig
new file mode 100644
index 000000000..158dc6ed1
--- /dev/null
+++ b/configfiles/EventBuilderRaw/PhaseIIADCCalibratorConfig
@@ -0,0 +1,15 @@
+# PhaseIIADCCalibrator config file
+
+verbosity 0
+
+BaselineEstimationType ze3ra_multi
+NumBaselineSamples 15
+NumSubWaveforms 10
+
+SamplesPerBaselineEstimate 2000
+BaselineUncertaintyTolerance 2
+PCritical 0.01
+MakeCalLEDWaveforms 0
+
+EventBuilding 1
+ExecutesPerBuild 10
diff --git a/configfiles/EventBuilderRaw/PhaseIIADCHitFinderConfig b/configfiles/EventBuilderRaw/PhaseIIADCHitFinderConfig
new file mode 100644
index 000000000..d183b7b27
--- /dev/null
+++ b/configfiles/EventBuilderRaw/PhaseIIADCHitFinderConfig
@@ -0,0 +1,10 @@
+verbosity 0
+
+UseLEDWaveforms 0
+
+PulseFindingApproach threshold
+PulseWindowType dynamic
+DefaultADCThreshold 7
+DefaultThresholdType relative
+
+EventBuilding 1
diff --git a/configfiles/EventBuilderRaw/README.md b/configfiles/EventBuilderRaw/README.md
new file mode 100644
index 000000000..73cc63a5e
--- /dev/null
+++ b/configfiles/EventBuilderRaw/README.md
@@ -0,0 +1,25 @@
+# EventBuilderRaw
+
+***********************
+## Description
+**********************
+
+The `EventBuilderRaw` toolchain can be used to produce Processed files that contain the raw waveforms (PMTs) and store them to the ANNIEEvent booststore. This toolchain is essentially the same as the `EventBuilder` toolchain, except that raw waveforms are saved, not just the hits.
+
+This toolchain only builts Tank + CTC events (no MRD). Hit finding tools are typically ommitted from the toolchain but can be including to also save the hits information in parallel with the raw waveforms.
+
+Warning to users: When using this toolchain, enormous amounts of disk space will be used as all ~121 active PMT channels (and aux channels + CTC information) will be saved for every trigger/event. Recommended to run a part file at a time. The output Processed files will be at least x10 larger than their hits only counterparts.
+
+************************
+## Tools
+************************
+
+The toolchain typically consists of the following tools:
+
+```
+LoadGeometry
+LoadRawData
+PMTDataDecoder
+TriggerDataDecoder
+ANNIEEventBuilder
+```
diff --git a/configfiles/EventBuilderRaw/ToolChainConfig b/configfiles/EventBuilderRaw/ToolChainConfig
new file mode 100644
index 000000000..e65304c6f
--- /dev/null
+++ b/configfiles/EventBuilderRaw/ToolChainConfig
@@ -0,0 +1,23 @@
+#ToolChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery #####
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File ./configfiles/EventBuilderRaw/ToolsConfig
+
+##### Run Type #####
+Inline -1
+Interactive 0
+
diff --git a/configfiles/EventBuilderRaw/ToolsConfig b/configfiles/EventBuilderRaw/ToolsConfig
new file mode 100644
index 000000000..9e731b51d
--- /dev/null
+++ b/configfiles/EventBuilderRaw/ToolsConfig
@@ -0,0 +1,7 @@
+LoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig
+LoadRawData LoadRawData ./configfiles/EventBuilderRaw/LoadRawDataConfig
+PMTDataDecoder PMTDataDecoder ./configfiles/EventBuilderRaw/PMTDataDecoderConfig
+TriggerDataDecoder TriggerDataDecoder ./configfiles/EventBuilderRaw/TriggerDataDecoderConfig
+#PhaseIIADCCalibrator PhaseIIADCCalibrator ./configfiles/EventBuilderRaw/PhaseIIADCCalibratorConfig
+#PhaseIIADCHitFinder PhaseIIADCHitFinder ./configfiles/EventBuilderRaw/PhaseIIADCHitFinderConfig
+ANNIEEventBuilder ANNIEEventBuilder ./configfiles/EventBuilderRaw/ANNIEEventBuilderConfig
diff --git a/configfiles/EventBuilderRaw/TriggerDataDecoderConfig b/configfiles/EventBuilderRaw/TriggerDataDecoderConfig
new file mode 100644
index 000000000..c80c66547
--- /dev/null
+++ b/configfiles/EventBuilderRaw/TriggerDataDecoderConfig
@@ -0,0 +1,4 @@
+verbosity 0
+TriggerMaskFile ./configfiles/EventBuilderRaw/DefaultTriggerMask.txt
+StoreTrigOverlap 0
+ReadTrigOverlap 0
diff --git a/configfiles/EventBuilderRaw/my_files.txt b/configfiles/EventBuilderRaw/my_files.txt
new file mode 100644
index 000000000..de43e7839
--- /dev/null
+++ b/configfiles/EventBuilderRaw/my_files.txt
@@ -0,0 +1 @@
+/pnfs/annie/persistent/raw/raw/4314/RAWDataR4314S0p1

From 366ce1a01441c22518d2d23de39709f69e660b03 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 11:40:54 -0500
Subject: [PATCH 023/163] Add files via upload

Added README for event building toolchain, with reference to the ANNIE wiki page on how to properly event build.
---
 configfiles/EventBuilder/README.md | 27 +++++++++++++++++++++++++++
 1 file changed, 27 insertions(+)
 create mode 100644 configfiles/EventBuilder/README.md

diff --git a/configfiles/EventBuilder/README.md b/configfiles/EventBuilder/README.md
new file mode 100644
index 000000000..ebddb16c5
--- /dev/null
+++ b/configfiles/EventBuilder/README.md
@@ -0,0 +1,27 @@
+# EventBuilder
+
+***********************
+## Description
+**********************
+
+The `EventBuilder` toolchain should be used to eventbuild for ANNIEEvents. The toolchain read in RAWData files, time match, and creates processed ANNIEEvents with Tank, CTC, and MRD information (currently no LAPPD information is included). This toolchain consolidated efforts to create an official event building toolchain for ANNIE, and should replace the `DataDecoder` toolchain, which is now considered depreciated. 
+
+Please consult the following ANNIE wiki page on how to event build: https://cdcvs.fnal.gov/redmine/projects/annie_experiment/wiki/Event_Building_with_ToolAnalysis
+
+************************
+## Tools
+************************
+
+The toolchain consists of the following tools:
+
+```
+LoadGeometry
+LoadRawData
+PMTDataDecoder
+MRDDataDecoder
+TriggerDataDecoder
+PhaseIIADCCalibrator
+PhaseIIADCHitFinder
+SaveConfigInfo
+ANNIEEventBuilder
+```

From ec20c13aadea9716ad30d0772763258e81b93507 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 11:42:52 -0500
Subject: [PATCH 024/163] Update README.md

small syntax fix for EventBuilder README file
---
 configfiles/EventBuilder/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/EventBuilder/README.md b/configfiles/EventBuilder/README.md
index ebddb16c5..089e9c8a2 100644
--- a/configfiles/EventBuilder/README.md
+++ b/configfiles/EventBuilder/README.md
@@ -4,7 +4,7 @@
 ## Description
 **********************
 
-The `EventBuilder` toolchain should be used to eventbuild for ANNIEEvents. The toolchain read in RAWData files, time match, and creates processed ANNIEEvents with Tank, CTC, and MRD information (currently no LAPPD information is included). This toolchain consolidated efforts to create an official event building toolchain for ANNIE, and should replace the `DataDecoder` toolchain, which is now considered depreciated. 
+The `EventBuilder` toolchain is used to event build for ANNIE. The toolchain reads in RAWData files, time match, and creates processed ANNIEEvents with Tank, CTC, and MRD information (currently no LAPPD information is included). This toolchain consolidated efforts to create an official event building toolchain, and should replace the `DataDecoder` toolchain which is now considered depreciated. 
 
 Please consult the following ANNIE wiki page on how to event build: https://cdcvs.fnal.gov/redmine/projects/annie_experiment/wiki/Event_Building_with_ToolAnalysis
 

From 1df3b7cf579f0bc15a7a211e3fcbfc8d396545d9 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 3 Apr 2024 12:45:49 -0500
Subject: [PATCH 025/163] Update ClusterFinder.cpp

Missed a bracket which caused the CI build error
---
 UserTools/ClusterFinder/ClusterFinder.cpp | 1 -
 1 file changed, 1 deletion(-)

diff --git a/UserTools/ClusterFinder/ClusterFinder.cpp b/UserTools/ClusterFinder/ClusterFinder.cpp
index 77b5aa811..b3f7748bc 100644
--- a/UserTools/ClusterFinder/ClusterFinder.cpp
+++ b/UserTools/ClusterFinder/ClusterFinder.cpp
@@ -242,7 +242,6 @@ bool ClusterFinder::Execute(){
                 temp_charges+=hits_2ns_res_charge.at(i_hit);
 		temp_times.push_back(hit1);
               } else new_pulse=true;
-            }
 		  
             if (new_pulse) {
 		// following the DigitBuilder tool --> take median photon hit time as the hit time of the "pulse"

From 867eccddf2c66312c459e318dc9fa8e0d3b0aca1 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Tue, 9 Apr 2024 14:09:37 -0500
Subject: [PATCH 026/163] Update LoadWCSim.cpp

When using the "automatic" method for loading in GENIE files in the LoadGenieEvent, this was causing that tool to crash as it couldn't find the proper path based on the WCSim file name. Removed the to_string function
---
 UserTools/LoadWCSim/LoadWCSim.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/UserTools/LoadWCSim/LoadWCSim.cpp b/UserTools/LoadWCSim/LoadWCSim.cpp
index 8e5dc24ad..584092a05 100644
--- a/UserTools/LoadWCSim/LoadWCSim.cpp
+++ b/UserTools/LoadWCSim/LoadWCSim.cpp
@@ -418,7 +418,7 @@ bool LoadWCSim::Execute(){
 			int genieentry = firsttrigt->GetHeader()->GetGenieEntryNum();
 			if(verbosity>1) cout<<"Genie file is "<<geniefilename<<", genie event num was "<<genieentry<<endl;
 			m_data->CStore.Set("GenieFile",geniefilename);
-			m_data->CStore.Set("GenieEntry",std::to_string(genieentry));
+			m_data->CStore.Set("GenieEntry",genieentry);
 			
 			for(int trigi=0; trigi<WCSimEntry->wcsimrootevent->GetNumberOfEvents(); trigi++){
 				

From a092e112c43778569d51794db33a3b29f59782c8 Mon Sep 17 00:00:00 2001
From: Andrew Sutton <asutton@anniegpvm01.fnal.gov>
Date: Thu, 11 Apr 2024 11:34:33 -0500
Subject: [PATCH 027/163] Initial bug fix to prevent double counting and add
 hooks for eventbuilding. Also a default toolconfig for testing.

---
 BeamFetcherV2                                 |   1 +
 UserTools/BeamFetcherV2/BeamFetcherV2.cpp     | 101 +++++++++++++-----
 UserTools/BeamFetcherV2/BeamFetcherV2.h       |   7 ++
 UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h |   6 +-
 UserTools/BeamFetcherV2/README.md             |   9 +-
 UserTools/BeamFetcherV2/devices.txt           |   1 +
 configfiles/BeamFetcherV2/BeamFetcherV2Config |   8 ++
 configfiles/BeamFetcherV2/DummyToolConfig     |   3 +
 configfiles/BeamFetcherV2/LoadRawDataConfig   |   9 ++
 configfiles/BeamFetcherV2/README.md           |  25 +++++
 configfiles/BeamFetcherV2/ToolChainConfig     |  26 +++++
 configfiles/BeamFetcherV2/ToolsConfig         |   4 +
 .../BeamFetcherV2/TriggerDataDecoderConfig    |   4 +
 configfiles/BeamFetcherV2/devices.txt         |   1 +
 configfiles/BeamFetcherV2/my_files.txt        |   4 +
 15 files changed, 174 insertions(+), 35 deletions(-)
 create mode 120000 BeamFetcherV2
 create mode 100644 UserTools/BeamFetcherV2/devices.txt
 create mode 100644 configfiles/BeamFetcherV2/BeamFetcherV2Config
 create mode 100644 configfiles/BeamFetcherV2/DummyToolConfig
 create mode 100644 configfiles/BeamFetcherV2/LoadRawDataConfig
 create mode 100644 configfiles/BeamFetcherV2/README.md
 create mode 100644 configfiles/BeamFetcherV2/ToolChainConfig
 create mode 100644 configfiles/BeamFetcherV2/ToolsConfig
 create mode 100644 configfiles/BeamFetcherV2/TriggerDataDecoderConfig
 create mode 100644 configfiles/BeamFetcherV2/devices.txt
 create mode 100644 configfiles/BeamFetcherV2/my_files.txt

diff --git a/BeamFetcherV2 b/BeamFetcherV2
new file mode 120000
index 000000000..ed84c9a56
--- /dev/null
+++ b/BeamFetcherV2
@@ -0,0 +1 @@
+configfiles/BeamFetcherV2/ToolChainConfig
\ No newline at end of file
diff --git a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
index 5831fb4ed..1a27828f7 100644
--- a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
+++ b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
@@ -24,11 +24,12 @@ bool BeamFetcherV2::Initialise(std::string config_filename, DataModel& data)
   m_data = &data;
 
   // Get the things
-  bool got_verbosity   = m_variables.Get("verbose", verbosity);
-  bool got_bundleflag  = m_variables.Get("IsBundle", fIsBundle);
-  bool got_devicesfile = m_variables.Get("DevicesFile", fDevicesFile);
-  bool got_saveroot    = m_variables.Get("SaveROOT", fSaveROOT);
-  bool got_chunkMSec   = m_variables.Get("TimeChunkStepInMilliseconds", fChunkStepMSec);
+  bool got_verbosity     = m_variables.Get("verbose", verbosity);
+  bool got_bundleflag    = m_variables.Get("IsBundle", fIsBundle);
+  bool got_devicesfile   = m_variables.Get("DevicesFile", fDevicesFile);
+  bool got_saveroot      = m_variables.Get("SaveROOT", fSaveROOT);
+  bool got_chunkMSec     = m_variables.Get("TimeChunkStepInMilliseconds", fChunkStepMSec);
+  bool got_deletectcdata = m_variables.Get("DeleteCTCData", fDeleteCTCData);
   
   
   // Check the config parameters and set default values if necessary 
@@ -69,7 +70,15 @@ bool BeamFetcherV2::Initialise(std::string config_filename, DataModel& data)
     Log(logmessage, v_warning, verbosity);
     fSaveROOT = false;
   }
-    
+
+  if (!got_deletectcdata) {
+    logmessage = ("Warning (BeamFetcherV2): DeleteCTCData was not set in the "
+		  "config file. If you're not running ANNIEEventBuilder then "
+		  "you probably want to set this to true. Using default \"false\"");
+    Log(logmessage, v_warning, verbosity);
+    fDeleteCTCData = false;
+  }
+
 
   if (!got_chunkMSec) {
     logmessage = ("Warning (BeamFetcherV2): TimeChunkStepInMilliseconds was not"
@@ -87,6 +96,9 @@ bool BeamFetcherV2::Initialise(std::string config_filename, DataModel& data)
   }
 
   if (fSaveROOT) this->SetupROOTFile();
+
+  // initialize the last timestamp
+  fLastTimestamp = 0;
   
   return true;
 }
@@ -95,22 +107,37 @@ bool BeamFetcherV2::Initialise(std::string config_filename, DataModel& data)
 //------------------------------------------------------------------------------
 bool BeamFetcherV2::Execute()
 {
+  m_data->CStore.Set("NewBeamDataAvailable", false);
+  
   // Do the things
-  bool goodFetch = this->FetchFromTrigger();
-
-  if (goodFetch) {
-      // Emplace fBeamDataToSave to CStore for other tools to use
-      m_data->CStore.Set("BeamData",fBeamDataToSave);      
-      goodFetch = true;
-    }
+  bool gotNewCTCDataVar = m_data->CStore.Get("NewCTCDataAvailable", fNewCTCData);
+  bool goodFetch = false;
+  if (gotNewCTCDataVar && fNewCTCData) {
+    logmessage = ("Message (BeamFetcherV2): New CTC data found. Fetching. ");
+    Log(logmessage, v_message, verbosity);    
 
-  if (fSaveROOT) this->WriteTrees();
-
-  // Clear for the next Fetch
-  fBeamDataToSave.clear();
+    goodFetch = this->FetchFromTrigger();
+  } else {
+    logmessage = ("Warning (BeamFetcherV2): No new CTC data found. Nothing to fetch. ");
+    Log(logmessage, v_message, verbosity);    
+  }
   
 
-  return goodFetch;
+  // Save it out
+  if (goodFetch && fNewCTCData) {
+    logmessage = ("Debug (BeamFetcherV2): Writing out fBeamDataToSave, which has size: " + std::to_string(fBeamDataToSave.size()));
+    Log(logmessage, v_debug, verbosity);    
+    
+    // put fBeamDataToSave in CStore for other tools to use
+    m_data->CStore.Set("NewBeamDataAvailable", true);
+    m_data->CStore.Set("BeamData",fBeamDataToSave);
+    if (fSaveROOT) this->WriteTrees();
+  } else if (!goodFetch && fNewCTCData) {
+    logmessage = ("Warning (BeamFetcherV2): Bad fetch. ");
+    Log(logmessage, v_message, verbosity);    
+  }
+
+  return true;
 }
 
 //------------------------------------------------------------------------------
@@ -134,21 +161,31 @@ bool BeamFetcherV2::FetchFromTrigger()
   bool get_ok = m_data->CStore.Get("TimeToTriggerWordMap",TimeToTriggerWordMap);
 
   // Now loop over the CTC timestamps
+  // But start at the fLastTimeStamp to prevent double counting if the timestamp data wasn't deleted
   if (get_ok && TimeToTriggerWordMap) {
-    for (auto iterator : *TimeToTriggerWordMap) {
-      // We only want to get beam info for beam triggers (word 5)
+    for (auto iterator = TimeToTriggerWordMap->lower_bound(fLastTimestamp);
+	 iterator != TimeToTriggerWordMap->end(); ++iterator) {
+
+      // We only care about beam triggers here
       bool hasBeamTrig = false;
-      for (auto word : iterator.second) 
+      for (auto word : iterator->second) 
 	if (word == 5) hasBeamTrig = true;
       if (!hasBeamTrig) continue;
       
-      uint64_t trigTimestamp = iterator.first;
+      // Grab the timestamp
+      uint64_t trigTimestamp = iterator->first;
+      fLastTimestamp = trigTimestamp;
 
       // Need to drop from ns to ms. This means that some timestamps will
       // already be recorded. We can skip these cases
       trigTimestamp = trigTimestamp/1E6;
-      if (fBeamDataToSave.find(trigTimestamp) != fBeamDataToSave.end()) 
+      if (fBeamDataToSave.find(trigTimestamp) != fBeamDataToSave.end()) {
+	logmessage = ("Debug (BeamFetcherV2): fBeamDataToSave already has this timstamp: "
+		      + std::to_string(trigTimestamp) + ", skipping.");
+	Log(logmessage, vv_debug, verbosity);    
+
 	continue;
+      }
 
       // Check if we already have the info we need
       bool fetch = false;
@@ -165,8 +202,7 @@ bool BeamFetcherV2::FetchFromTrigger()
 	if (fIsBundle) {
 	  fBeamData = db.QueryBeamDBBundleSpan(fDevices[0], trigTimestamp, trigTimestamp+fChunkStepMSec);
 	} else {
-	  std::map<uint64_t, std::map<std::string, BeamDataPoint> > tempMap;
-	  
+	  std::map<uint64_t, std::map<std::string, BeamDataPoint> > tempMap;	  
 	  for (auto device : fDevices) {
 	    auto tempMap = db.QueryBeamDBSingleSpan(device, trigTimestamp, trigTimestamp+fChunkStepMSec);
 	    fBeamData.insert(tempMap.begin(), tempMap.end());
@@ -199,6 +235,9 @@ bool BeamFetcherV2::FetchFromTrigger()
     return false;
   }
 
+  if (fDeleteCTCData)
+    TimeToTriggerWordMap->clear();
+
   return true;
 }
 
@@ -246,12 +285,16 @@ void BeamFetcherV2::SetupROOTFile()
 void BeamFetcherV2::WriteTrees()
 {
   // Loop over timestamps
+  // But start at the fLastTimeStamp to prevent double counting if the timestamp data wasn't deleted
   int devCounter = 0;
-  for (const auto iterTS : fBeamDataToSave) {
-    fTimestamp = iterTS.first;
+  uint64_t lastTimestamp = fLastTimestamp/1E6;
+  for (auto iterTS = fBeamDataToSave.lower_bound(lastTimestamp);
+       iterTS != fBeamDataToSave.end(); ++iterTS) {
+
+    fTimestamp = iterTS->first;
     
     // Loop over devices
-    for (const auto iterDev : iterTS.second) {
+    for (const auto iterDev : iterTS->second) {
       std::string device = iterDev.first;
       std::replace( device.begin(), device.end(), ':', '_');
       
@@ -271,6 +314,8 @@ void BeamFetcherV2::WriteTrees()
     fOutTree->Fill();
   }// end loop over timestamps
 
+
+
 }
 
 //------------------------------------------------------------------------------
diff --git a/UserTools/BeamFetcherV2/BeamFetcherV2.h b/UserTools/BeamFetcherV2/BeamFetcherV2.h
index 94056ea72..e51be6715 100644
--- a/UserTools/BeamFetcherV2/BeamFetcherV2.h
+++ b/UserTools/BeamFetcherV2/BeamFetcherV2.h
@@ -49,6 +49,12 @@ class BeamFetcherV2: public Tool {
     // Holder for the devices we're going to look up
     std::vector<std::string> fDevices;
 
+    // Keep the last timestamp around to make sure we don't double count
+    uint64_t fLastTimestamp;
+
+    // Is there new data?
+    bool fNewCTCData;
+
     // For ROOT file
     TFile *fOutFile;
     TTree *fOutTree;
@@ -61,6 +67,7 @@ class BeamFetcherV2: public Tool {
     int verbosity;
     bool fIsBundle;
     bool fSaveROOT;
+    bool fDeleteCTCData;
     std::string fDevicesFile;
     std::string fOutFileName;
     uint64_t fChunkStepMSec;
diff --git a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h
index 7ba3c6434..91835d78c 100644
--- a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h
+++ b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h
@@ -48,9 +48,9 @@ class IFBeamDBInterfaceV2 {
     /// @param t0 Starting timestamp (milliseconds since the Unix epoch)
     /// @param t1 Starting timestamp (milliseconds since the Unix epoch)
     /// @return A nested map containing the parsed data. Keys of the outer map
-    /// are device names, values are inner maps. Keys of the inner map are
-    /// timestamps (milliseconds since the Unix epoch), values are
-    /// BeamDataPoint structs that hold a numerical value and a unit string.
+    /// are timestamps (milliseconds since the Unix epoch), values are inner maps.
+    /// Keys of the inner map are device names , values are elements of class type 
+    /// BeamDataPoint that hold a numerical value, a unit string, and timestamp.
     /// @note An easy way to get the current milliseconds since the Unix epoch
     /// is to use the terminal utility date like this: @verbatim date +%s%3N
     /// @endverbatim
diff --git a/UserTools/BeamFetcherV2/README.md b/UserTools/BeamFetcherV2/README.md
index 04df17154..219ec504f 100644
--- a/UserTools/BeamFetcherV2/README.md
+++ b/UserTools/BeamFetcherV2/README.md
@@ -20,21 +20,22 @@ FetchFromTrigger: The following objects will be put into the CStore
  
 ## Configuration
 
-The main configuration variable for the `BeamFetcher` tool is `FetchFromTimes`, which determines whether to use the tigger timestamps or user input timestamps. The `DevicesFile`, `IsBundle`, and `TimeChunkStepInMilliseconds` variables are required regardless of the fetch mode. You can also set the  `SaveROOT` bool in order to save out a TTree with the timestamp and device values as the leaves. 
+The main configuration variable for the `BeamFetcherV2` tool is `FetchFromTimes`, which determines whether to use the tigger timestamps or user input timestamps. The `DevicesFile`, `IsBundle`, and `TimeChunkStepInMilliseconds` variables are required regardless of the fetch mode. You can also set the  `SaveROOT` bool in order to save out a TTree with the timestamp and device values as the leaves. 
 
 If `FetchFromTimes == 1` then you will also need the additional config variables. The preferred timestamp format is chosen with the `TimestampMode` variable (LOCALDATE/MSEC/DB). For LOCALDATE mode you use Start/EndDate files with string formatted times (like 2023-04-11 23:03:19.163505). For MSEC mode you use the Start/EndMillisecondsSinceEpoch variables. For DB mode you must first run `LoadRunInfo` and the run timestamps will be pulled from the CStore. 
 
 ```
-# BeamFetcher config file
-verbose 5
+# BeamFetcherV2 config file
+verbose 1
 #
 # These three are always needed
 #
-DevicesFile ./configfiles/BeamFetcher/devices.txt # File containing one device per line or a bundle
+DevicesFile ./configfiles/BeamFetcherV2/devices.txt # File containing one device per line or a bundle
 IsBundle 0 # bool stating whether DevicesFile contains bundles or individual devices
 FetchFromTimes 0 # bool defining how to grab the data (from input times (1) or trigger(0))
 TimeChunkStepInMilliseconds 3600000 # one hour
 SaveROOT 0 # bool, do you want to write a ROOT file with the timestamps and devices?
+DeleteCTCData 0 # bool, delete viewed CTC timestamps? Helps reduce memory overhead when not running ANNIEEventBuilder.
 #
 # These parameters are only needed if FetchFromTimes == 1
 #
diff --git a/UserTools/BeamFetcherV2/devices.txt b/UserTools/BeamFetcherV2/devices.txt
new file mode 100644
index 000000000..0bf9117bd
--- /dev/null
+++ b/UserTools/BeamFetcherV2/devices.txt
@@ -0,0 +1 @@
+BoosterNeutrinoBeam_read
diff --git a/configfiles/BeamFetcherV2/BeamFetcherV2Config b/configfiles/BeamFetcherV2/BeamFetcherV2Config
new file mode 100644
index 000000000..b49564534
--- /dev/null
+++ b/configfiles/BeamFetcherV2/BeamFetcherV2Config
@@ -0,0 +1,8 @@
+# BeamFetcher config file
+verbose 5
+DevicesFile ./configfiles/BeamFetcherV2/devices.txt # File containing one device per line or a bundle
+IsBundle 1 # bool stating whether DevicesFile contains bundles or individual devices
+FetchFromTimes 0 # bool defining how to grab the data (from input times (1) or trigger(0))
+TimeChunkStepInMilliseconds 3600000 # one hour
+SaveROOT 1 # bool, do you want to write a ROOT file with the timestamps and devices?
+DeleteCTCData 1
diff --git a/configfiles/BeamFetcherV2/DummyToolConfig b/configfiles/BeamFetcherV2/DummyToolConfig
new file mode 100644
index 000000000..95cad88d2
--- /dev/null
+++ b/configfiles/BeamFetcherV2/DummyToolConfig
@@ -0,0 +1,3 @@
+# Dummy config file
+
+verbose 2
\ No newline at end of file
diff --git a/configfiles/BeamFetcherV2/LoadRawDataConfig b/configfiles/BeamFetcherV2/LoadRawDataConfig
new file mode 100644
index 000000000..b018c823d
--- /dev/null
+++ b/configfiles/BeamFetcherV2/LoadRawDataConfig
@@ -0,0 +1,9 @@
+verbosity 11
+#BuildType TankAndMRDAndCTC
+BuildType CTC
+Mode FileList
+InputFile ./configfiles/BeamFetcherV2/my_files.txt
+DummyRunInfo 1
+StoreTrigOverlap 0
+ReadTrigOverlap 0
+StoreRawData 0
diff --git a/configfiles/BeamFetcherV2/README.md b/configfiles/BeamFetcherV2/README.md
new file mode 100644
index 000000000..78d3e2015
--- /dev/null
+++ b/configfiles/BeamFetcherV2/README.md
@@ -0,0 +1,25 @@
+# Configure files
+
+***********************
+#Description
+**********************
+
+Configure files are simple text files for passing variables to the Tools.
+
+Text files are read by the Store class (src/Store) and automatically assigned to an internal map for the relevant Tool to use.
+
+
+************************
+#Usage
+************************
+
+Any line starting with a "#" will be ignored by the Store, as will blank lines.
+
+Variables should be stored one per line as follows:
+
+
+Name Value #Comments 
+
+
+Note: Only one value is permitted per name and they are stored in a string stream and template cast back to the type given.
+
diff --git a/configfiles/BeamFetcherV2/ToolChainConfig b/configfiles/BeamFetcherV2/ToolChainConfig
new file mode 100644
index 000000000..eae99b203
--- /dev/null
+++ b/configfiles/BeamFetcherV2/ToolChainConfig
@@ -0,0 +1,26 @@
+#ToolChain dynamic setup file
+
+##### Runtime Parameters #####
+verbose 1 ## Verbosity level of ToolChain
+error_level 0 # 0= do not exit, 1= exit on unhandled errors only, 2= exit on unhandled errors and handled errors
+attempt_recover 1 ## 1= will attempt to finalise if an execute fails
+remote_port 24002
+IO_Threads 1 ## Number of threads for network traffic (~ 1/Gbps)
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+
+###### Service discovery ##### Ignore these settings for local analysis
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File configfiles/BeamFetcherV2/ToolsConfig  ## list of tools to run and their config files
+
+##### Run Type #####
+Inline 1 ## number of Execute steps in program, -1 infinite loop that is ended by user 
+Interactive 0 ## set to 1 if you want to run the code interactively
+
diff --git a/configfiles/BeamFetcherV2/ToolsConfig b/configfiles/BeamFetcherV2/ToolsConfig
new file mode 100644
index 000000000..2141e92ed
--- /dev/null
+++ b/configfiles/BeamFetcherV2/ToolsConfig
@@ -0,0 +1,4 @@
+LoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig
+LoadRawData LoadRawData ./configfiles/BeamFetcherV2/LoadRawDataConfig
+TriggerDataDecoder TriggerDataDecoder ./configfiles/BeamFetcherV2/TriggerDataDecoderConfig
+BeamFetcherV2 BeamFetcherV2 ./configfiles/BeamFetcherV2/BeamFetcherV2Config
diff --git a/configfiles/BeamFetcherV2/TriggerDataDecoderConfig b/configfiles/BeamFetcherV2/TriggerDataDecoderConfig
new file mode 100644
index 000000000..0b193d920
--- /dev/null
+++ b/configfiles/BeamFetcherV2/TriggerDataDecoderConfig
@@ -0,0 +1,4 @@
+verbosity 0
+TriggerMaskFile ./configfiles/DataDecoder/DefaultTriggerMask.txt
+StoreTrigOverlap 0
+ReadTrigOverlap 0
diff --git a/configfiles/BeamFetcherV2/devices.txt b/configfiles/BeamFetcherV2/devices.txt
new file mode 100644
index 000000000..0bf9117bd
--- /dev/null
+++ b/configfiles/BeamFetcherV2/devices.txt
@@ -0,0 +1 @@
+BoosterNeutrinoBeam_read
diff --git a/configfiles/BeamFetcherV2/my_files.txt b/configfiles/BeamFetcherV2/my_files.txt
new file mode 100644
index 000000000..509031822
--- /dev/null
+++ b/configfiles/BeamFetcherV2/my_files.txt
@@ -0,0 +1,4 @@
+/pnfs/annie/persistent/raw/raw/4774/RAWDataR4774S0p1
+/pnfs/annie/persistent/raw/raw/4774/RAWDataR4774S0p2
+/pnfs/annie/persistent/raw/raw/4774/RAWDataR4774S0p3
+/pnfs/annie/persistent/raw/raw/4774/RAWDataR4774S0p4

From 074c6888e8f677ea21bdf20bb3c1a0820ddbd71d Mon Sep 17 00:00:00 2001
From: Andrew Sutton <asutton@anniegpvm01.fnal.gov>
Date: Mon, 15 Apr 2024 20:32:05 -0500
Subject: [PATCH 028/163] Big commit time. New BeamQuality tool to produce
 BeamStatuses from the BeamFetcherV2 that ANNIEEventBuilder interfaces with.
 Minor changes to config files.

---
 UserTools/BeamFetcherV2/BeamFetcherV2.cpp     |  67 +++--
 UserTools/BeamFetcherV2/BeamFetcherV2.h       |   5 +-
 UserTools/BeamQuality/BeamQuality.cpp         | 256 ++++++++++++++++++
 UserTools/BeamQuality/BeamQuality.h           |  78 ++++++
 UserTools/BeamQuality/README.md               |  33 +++
 UserTools/Factory/Factory.cpp                 |   1 +
 UserTools/Unity.h                             |   1 +
 configfiles/BeamFetcherV2/DummyToolConfig     |   3 -
 configfiles/BeamFetcherV2/ToolChainConfig     |   2 +-
 .../EventBuilder/ANNIEEventBuilderConfig      |   2 +-
 configfiles/EventBuilder/BeamDecoderConfig    |  17 --
 configfiles/EventBuilder/BeamDevices.txt      |   1 +
 configfiles/EventBuilder/BeamFetcherV2Config  |  17 ++
 configfiles/EventBuilder/BeamQualityConfig    |  13 +
 configfiles/EventBuilder/ToolsConfig          |   2 +
 15 files changed, 444 insertions(+), 54 deletions(-)
 create mode 100644 UserTools/BeamQuality/BeamQuality.cpp
 create mode 100644 UserTools/BeamQuality/BeamQuality.h
 create mode 100644 UserTools/BeamQuality/README.md
 delete mode 100644 configfiles/BeamFetcherV2/DummyToolConfig
 delete mode 100644 configfiles/EventBuilder/BeamDecoderConfig
 create mode 100644 configfiles/EventBuilder/BeamDevices.txt
 create mode 100644 configfiles/EventBuilder/BeamFetcherV2Config
 create mode 100644 configfiles/EventBuilder/BeamQualityConfig

diff --git a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
index 1a27828f7..a25e52d05 100644
--- a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
+++ b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
@@ -73,8 +73,9 @@ bool BeamFetcherV2::Initialise(std::string config_filename, DataModel& data)
 
   if (!got_deletectcdata) {
     logmessage = ("Warning (BeamFetcherV2): DeleteCTCData was not set in the "
-		  "config file. If you're not running ANNIEEventBuilder then "
-		  "you probably want to set this to true. Using default \"false\"");
+		  "config file. If you're not running downstream tools that "
+		  "remove the CTC from the CStore then you probably want to "
+		  " set this to true to save memory. Using default \"false\"");
     Log(logmessage, v_warning, verbosity);
     fDeleteCTCData = false;
   }
@@ -99,6 +100,9 @@ bool BeamFetcherV2::Initialise(std::string config_filename, DataModel& data)
 
   // initialize the last timestamp
   fLastTimestamp = 0;
+  BeamDataMap = new std::map<uint64_t, std::map<std::string, BeamDataPoint> >;
+
+  m_data->CStore.Set("NewBeamDataAvailable", false);
   
   return true;
 }
@@ -110,9 +114,9 @@ bool BeamFetcherV2::Execute()
   m_data->CStore.Set("NewBeamDataAvailable", false);
   
   // Do the things
-  bool gotNewCTCDataVar = m_data->CStore.Get("NewCTCDataAvailable", fNewCTCData);
+  bool got_ctc = m_data->CStore.Get("NewCTCDataAvailable", fNewCTCData);
   bool goodFetch = false;
-  if (gotNewCTCDataVar && fNewCTCData) {
+  if (got_ctc && fNewCTCData) {
     logmessage = ("Message (BeamFetcherV2): New CTC data found. Fetching. ");
     Log(logmessage, v_message, verbosity);    
 
@@ -124,15 +128,15 @@ bool BeamFetcherV2::Execute()
   
 
   // Save it out
-  if (goodFetch && fNewCTCData) {
-    logmessage = ("Debug (BeamFetcherV2): Writing out fBeamDataToSave, which has size: " + std::to_string(fBeamDataToSave.size()));
+  if (goodFetch) {
+    logmessage = ("Debug (BeamFetcherV2): Writing out BeamDataMap, which has size: " + std::to_string(BeamDataMap->size()));
     Log(logmessage, v_debug, verbosity);    
     
-    // put fBeamDataToSave in CStore for other tools to use
+    // put BeamDataMap in CStore for other tools to use
     m_data->CStore.Set("NewBeamDataAvailable", true);
-    m_data->CStore.Set("BeamData",fBeamDataToSave);
+    m_data->CStore.Set("BeamDataMap", BeamDataMap);
     if (fSaveROOT) this->WriteTrees();
-  } else if (!goodFetch && fNewCTCData) {
+  } else if (fNewCTCData) {
     logmessage = ("Warning (BeamFetcherV2): Bad fetch. ");
     Log(logmessage, v_message, verbosity);    
   }
@@ -158,19 +162,22 @@ bool BeamFetcherV2::FetchFromTrigger()
 
   // Need to get the trigger times
   std::map<uint64_t,std::vector<uint32_t>>* TimeToTriggerWordMap=nullptr;
-  bool get_ok = m_data->CStore.Get("TimeToTriggerWordMap",TimeToTriggerWordMap);
+  bool got_triggers = m_data->CStore.Get("TimeToTriggerWordMap",TimeToTriggerWordMap);
 
   // Now loop over the CTC timestamps
   // But start at the fLastTimeStamp to prevent double counting if the timestamp data wasn't deleted
-  if (get_ok && TimeToTriggerWordMap) {
+  if (got_triggers && TimeToTriggerWordMap) {
     for (auto iterator = TimeToTriggerWordMap->lower_bound(fLastTimestamp);
 	 iterator != TimeToTriggerWordMap->end(); ++iterator) {
 
       // We only care about beam triggers here
-      bool hasBeamTrig = false;
-      for (auto word : iterator->second) 
-	if (word == 5) hasBeamTrig = true;
-      if (!hasBeamTrig) continue;
+      if (std::find(iterator->second.begin(), iterator->second.end(), 5) == iterator->second.end()) {
+	continue;
+      }
+      // bool hasBeamTrig = false;
+      // for (auto word : iterator->second) 
+      // 	if (word == 5) hasBeamTrig = true;
+      // if (!hasBeamTrig) continue;
       
       // Grab the timestamp
       uint64_t trigTimestamp = iterator->first;
@@ -179,8 +186,8 @@ bool BeamFetcherV2::FetchFromTrigger()
       // Need to drop from ns to ms. This means that some timestamps will
       // already be recorded. We can skip these cases
       trigTimestamp = trigTimestamp/1E6;
-      if (fBeamDataToSave.find(trigTimestamp) != fBeamDataToSave.end()) {
-	logmessage = ("Debug (BeamFetcherV2): fBeamDataToSave already has this timstamp: "
+      if (BeamDataMap->find(trigTimestamp) != BeamDataMap->end()) {
+	logmessage = ("Debug (BeamFetcherV2): BeamDataMap already has this timstamp: "
 		      + std::to_string(trigTimestamp) + ", skipping.");
 	Log(logmessage, vv_debug, verbosity);    
 
@@ -190,8 +197,8 @@ bool BeamFetcherV2::FetchFromTrigger()
       // Check if we already have the info we need
       bool fetch = false;
       std::map<uint64_t, std::map<std::string, BeamDataPoint> >::iterator low, prev;
-      low = fBeamData.lower_bound(trigTimestamp);
-      if (low == fBeamData.end()) {
+      low = BeamDataQuery.lower_bound(trigTimestamp);
+      if (low == BeamDataQuery.end()) {
 	fetch = true;
 	logmessage = ("BeamFetcherV2: I'm going to query the DB");
 	Log(logmessage, v_message, verbosity);
@@ -200,32 +207,32 @@ bool BeamFetcherV2::FetchFromTrigger()
       // We'll pull fChunkStepMSec worth of data at a time to avoid rapid queries      
       if (fetch) {
 	if (fIsBundle) {
-	  fBeamData = db.QueryBeamDBBundleSpan(fDevices[0], trigTimestamp, trigTimestamp+fChunkStepMSec);
+	  BeamDataQuery = db.QueryBeamDBBundleSpan(fDevices[0], trigTimestamp, trigTimestamp+fChunkStepMSec);
 	} else {
 	  std::map<uint64_t, std::map<std::string, BeamDataPoint> > tempMap;	  
 	  for (auto device : fDevices) {
 	    auto tempMap = db.QueryBeamDBSingleSpan(device, trigTimestamp, trigTimestamp+fChunkStepMSec);
-	    fBeamData.insert(tempMap.begin(), tempMap.end());
+	    BeamDataQuery.insert(tempMap.begin(), tempMap.end());
 	  }	
 	}
       }	
 	
       // Now we can match the Beam info to CTC timestamps for saving to the CStore
-      low = fBeamData.lower_bound(trigTimestamp);
-      if (low == fBeamData.end()) {
+      low = BeamDataQuery.lower_bound(trigTimestamp);
+      if (low == BeamDataQuery.end()) {
 	logmessage = ("Error (BeamFetcherV2): We fetched the data based on the CTC"
 		      " but somehow didn't turn anything up!?");
 	Log(logmessage, v_error, verbosity);
 	return false;
-      } else if (low == fBeamData.begin()) {
-	fBeamDataToSave[trigTimestamp] = low->second;
+      } else if (low == BeamDataQuery.begin()) {
+	BeamDataMap->emplace(trigTimestamp, low->second);
       } else {
 	// Check the previous DB timestamp to see if it's closer in time
 	prev = std::prev(low);
 	if ((trigTimestamp - prev->first) < (low->first - trigTimestamp))
-	  fBeamDataToSave[trigTimestamp] = prev->second;
+	  BeamDataMap->emplace(trigTimestamp, prev->second);
 	else
-	  fBeamDataToSave[trigTimestamp] = low->second;
+	  BeamDataMap->emplace(trigTimestamp, low->second);
       }
     }// end loop over trigger times
   } else {
@@ -245,7 +252,7 @@ bool BeamFetcherV2::FetchFromTrigger()
 bool BeamFetcherV2::SaveToFile()
 {
   BoostStore fBeamDBStore(false, BOOST_STORE_MULTIEVENT_FORMAT);
-  fBeamDBStore.Set("BeamData", fBeamData);
+  fBeamDBStore.Set("BeamData", BeamDataQuery);
   fBeamDBStore.Save(fOutFileName);
   fBeamDBStore.Delete();
 
@@ -288,8 +295,8 @@ void BeamFetcherV2::WriteTrees()
   // But start at the fLastTimeStamp to prevent double counting if the timestamp data wasn't deleted
   int devCounter = 0;
   uint64_t lastTimestamp = fLastTimestamp/1E6;
-  for (auto iterTS = fBeamDataToSave.lower_bound(lastTimestamp);
-       iterTS != fBeamDataToSave.end(); ++iterTS) {
+  for (auto iterTS = BeamDataMap->lower_bound(lastTimestamp);
+       iterTS != BeamDataMap->end(); ++iterTS) {
 
     fTimestamp = iterTS->first;
     
diff --git a/UserTools/BeamFetcherV2/BeamFetcherV2.h b/UserTools/BeamFetcherV2/BeamFetcherV2.h
index e51be6715..88c8ff0b2 100644
--- a/UserTools/BeamFetcherV2/BeamFetcherV2.h
+++ b/UserTools/BeamFetcherV2/BeamFetcherV2.h
@@ -16,6 +16,7 @@
 
 // ToolAnalysis includes
 #include "Tool.h"
+#include "BeamDataPoint.h"
 
 // ROOT includes
 #include "TFile.h"
@@ -40,8 +41,8 @@ class BeamFetcherV2: public Tool {
 
 
     // Holder for the retrieved data and the stuff we'll save
-    std::map<uint64_t, std::map<std::string, BeamDataPoint> > fBeamData;
-    std::map<uint64_t, std::map<std::string, BeamDataPoint> > fBeamDataToSave;
+    std::map<uint64_t, std::map<std::string, BeamDataPoint> > BeamDataQuery;
+    std::map<uint64_t, std::map<std::string, BeamDataPoint> > *BeamDataMap;
 
     // For saving out to a file
     std::map<int, std::pair<uint64_t, uint64_t> > fBeamDBIdx;
diff --git a/UserTools/BeamQuality/BeamQuality.cpp b/UserTools/BeamQuality/BeamQuality.cpp
new file mode 100644
index 000000000..47ba19d3a
--- /dev/null
+++ b/UserTools/BeamQuality/BeamQuality.cpp
@@ -0,0 +1,256 @@
+#include "BeamQuality.h"
+
+BeamQuality::BeamQuality():Tool(){}
+
+//------------------------------------------------------------------------------
+bool BeamQuality::Initialise(std::string configfile, DataModel &data)
+{
+  // Load configuration file variables
+  if ( !configfile.empty() ) m_variables.Initialise(configfile);
+
+  // Assign a transient data pointer
+  m_data = &data;
+
+  // Get the things
+  bool got_verbosity = m_variables.Get("verbose", verbosity);
+  bool got_potmin    = m_variables.Get("POTMin", fPOTMin);
+  bool got_potmax    = m_variables.Get("POTMax", fPOTMax);
+  bool got_hornmin   = m_variables.Get("HornCurrentMin", fHornCurrMin);
+  bool got_hornmax   = m_variables.Get("HornCurrentMax", fHornCurrMax);
+  bool got_beamloss  = m_variables.Get("BeamLossTolerance", fBeamLoss);
+
+  // Check the config parameters and set default values if necessary 
+  if (!got_verbosity) verbosity = 1;
+
+  if (!got_potmin) {
+    fPOTMin = 5e11;
+
+    logmessage = ("Warning (BeamQuality): POTMin not "
+		  "set in the config file. Using default: 5e11");
+    Log(logmessage, v_warning, verbosity);
+  }
+
+  if (!got_potmax) {
+    fPOTMax = 8e12;
+
+    logmessage = ("Warning (BeamQuality): POTMax not "
+		  "set in the config file. Using default: 8e12");
+    Log(logmessage, v_warning, verbosity);
+  }
+
+  if (!got_hornmin) {
+    fHornCurrMin = 172;
+
+    logmessage = ("Warning (BeamQuality): HornCurrentMin not "
+		  "set in the config file. Using default: 172");
+    Log(logmessage, v_warning, verbosity);
+  }
+  
+  if (!got_hornmax) {
+    fHornCurrMax = 176;
+
+    logmessage = ("Warning (BeamQuality): HornCurrentMax not "
+		  "set in the config file. Using default: 176");
+    Log(logmessage, v_warning, verbosity);
+  }
+
+  if (!got_beamloss) {
+    fBeamLoss = 0.05;
+
+    logmessage = ("Warning (BeamQuality): BeamLossTolerance not "
+		  "set in the config file. Using default: 0.05");
+    Log(logmessage, v_warning, verbosity);
+  }
+
+  // Necessary initialization
+  m_data->CStore.Set("NewBeamStatusAvailable", false);
+  fLastTimestamp = 0;
+  BeamStatusMap = new std::map<uint64_t, BeamStatus>;
+
+  return true;
+}
+
+//------------------------------------------------------------------------------
+bool BeamQuality::Execute()
+{
+  m_data->CStore.Set("NewBeamStatusAvailable", false);
+
+  // Check for CTC timestamps and beam DB info
+  bool got_ctc    = m_data->CStore.Get("NewCTCDataAvailable",  fNewCTCData);
+  bool got_beamdb = m_data->CStore.Get("NewBeamDataAvailable", fNewBeamData);
+
+  // Make sure we have the info we need
+  if (!got_ctc) { 
+    logmessage = ("Error (BeamQuality): Did not find NewCTCDataAvailable "
+		  "entry in the CStore. Aborting.");
+    Log(logmessage, v_error, verbosity);
+    
+    return false;
+  }
+
+  if (!got_beamdb) {
+    logmessage = ("Error (BeamQuality): Did not find NewBeamDataAvailable "
+		  "entry in the CStore. Make sure to run BeamFetcherV2 in "
+		  "your tool chain. Aborting.");
+    Log(logmessage, v_error, verbosity);
+    
+    return false;
+  } 
+    
+
+  // Start doing the things
+  if (!fNewCTCData) {
+    logmessage = ("Message (BeamQuality): No new CTC data is available. "
+		  "Nothing to do for now");
+    Log(logmessage, v_message, verbosity);
+    
+    return true;
+  }
+
+  // Need to get the trigger times and loop over them
+  bool got_triggers = m_data->CStore.Get("TimeToTriggerWordMap", TimeToTriggerWordMap);
+  bool got_beamdata = m_data->CStore.Get("BeamDataMap", BeamDataMap);
+
+  // Keep track of which timestamps we've seen so we can clear out the BeamDataMap
+  std::set<uint64_t> completed_timestamps;
+  
+  // But start from the fLastTimestamp to save time  
+  for (auto iterator = TimeToTriggerWordMap->lower_bound(fLastTimestamp);
+	 iterator != TimeToTriggerWordMap->end(); ++iterator) {
+
+    // Grab the timestamp and check the trigger words
+    uint64_t timestamp = iterator->first;
+    uint64_t timestamp_ms = timestamp/1E6;
+    fLastTimestamp = timestamp;
+    completed_timestamps.insert(timestamp);
+
+    // Check for trigger word 5 (beam)
+    // If it's not there then it isn't a beam trigger and there's nothing more to do
+    if (std::find(iterator->second.begin(), iterator->second.end(), 5) == iterator->second.end()) {
+      BeamStatus tempStatus(TimeClass(timestamp), 0., BeamCondition::NonBeamMinibuffer);
+      BeamStatusMap->emplace(timestamp, tempStatus);
+      continue;
+    }
+
+    // Have we already saved this timestamp? If so then continue to the next one
+    if (BeamStatusMap->find(timestamp) != BeamStatusMap->end())
+      continue;
+    
+    // Check for the existence of beam DB info
+    if (!fNewBeamData) {
+      logmessage = ("Warning (BeamQuality): No new Beam DB data is available. "
+		    "Setting it to \"Missing\". ");
+      Log(logmessage, v_warning, verbosity);
+
+      BeamStatus tempStatus(TimeClass(timestamp), 0., BeamCondition::Missing);
+      BeamStatusMap->emplace(timestamp, tempStatus);
+    }
+
+    // Check for beam DB info associated with the timestamp
+    if (BeamDataMap->find(timestamp_ms) != BeamDataMap->end()) {
+      // Got the goods, now use it
+      BeamStatus tempStatus = assess_beam_quality(timestamp);
+      BeamStatusMap->emplace(timestamp, tempStatus);
+      
+    } else {
+      logmessage = ("Warning (BeamQuality): No Beam DB info found for timestamp: "
+		    + std::to_string(timestamp_ms) + ". Setting it to \"Missing\". ");
+      Log(logmessage, v_warning, verbosity);
+
+      BeamStatus tempStatus(TimeClass(timestamp), 0., BeamCondition::Missing);
+      BeamStatusMap->emplace(timestamp, tempStatus);
+    } // end if found timestamp in BeamDataMap
+  } // end loop over TimeToTriggerWordMap
+
+  // Clear out the BeamDataMap to free up memory
+  for (auto ts : completed_timestamps)
+    BeamDataMap->erase(ts/1E6);
+
+  // Save the status
+  m_data->CStore.Set("BeamStatusMap", BeamStatusMap);
+
+  logmessage = ("Message (BeamQuality): BeamStatusMap size: "
+		+ std::to_string(BeamStatusMap->size()));
+  Log(logmessage, v_message, verbosity);
+
+  
+  return true;
+}
+
+//------------------------------------------------------------------------------
+bool BeamQuality::Finalise()
+{
+
+  return true;
+}
+
+//------------------------------------------------------------------------------
+BeamStatus BeamQuality::assess_beam_quality(uint64_t timestamp)
+{
+  // initialize the beamstatus that we'll return
+  BeamStatus retStatus;
+  retStatus.set_time(TimeClass(timestamp));
+
+  
+  // Check for and grab the quatities we want from the BeamDataMap
+  uint64_t timestamp_ms = timestamp/1E6;
+  auto BeamDataPointMap = BeamDataMap->at(timestamp_ms);
+
+  std::string device_name = "";
+  
+  // POT downstream toroid
+  device_name = "E:TOR875";
+  double pot_ds_toroid = 0;
+  if (BeamDataPointMap.find(device_name) != BeamDataPointMap.end()) {
+  auto bdp = BeamDataPointMap[device_name];
+    retStatus.add_measurement(device_name, timestamp_ms, bdp);
+    retStatus.set_pot(bdp.value);
+    pot_ds_toroid = bdp.value;
+  }
+  
+  // POT upstream toroid
+  device_name = "E:TOR860";
+  double pot_us_toroid = 0;
+  if (BeamDataPointMap.find(device_name) != BeamDataPointMap.end()) {
+    auto bdp = BeamDataPointMap[device_name];
+    retStatus.add_measurement(device_name, timestamp_ms, bdp);
+    pot_us_toroid = bdp.value;
+  }
+
+  // Horn current
+  device_name = "E:THCURR";
+  double horn_current = 0;
+  if (BeamDataPointMap.find(device_name) != BeamDataPointMap.end()) {
+    auto bdp = BeamDataPointMap[device_name];
+    retStatus.add_measurement(device_name, timestamp_ms, bdp);
+    horn_current = bdp.value;
+  }
+
+  
+  // Perform the cuts
+  retStatus.add_cut("POT in range",
+		    (retStatus.pot() >= fPOTMin && retStatus.pot() <= fPOTMax));
+
+  retStatus.add_cut("Horn current in range",
+		    (horn_current >= fHornCurrMin && horn_current <= fHornCurrMax));
+
+  double beam_loss_frac = std::abs(pot_ds_toroid - pot_us_toroid) / (pot_ds_toroid + pot_us_toroid);
+  retStatus.add_cut("Beam loss acceptable",
+		    (beam_loss_frac < fBeamLoss));
+
+  
+  // Finish up the beam status
+  if (retStatus.passed_all_cuts()) {
+    retStatus.set_condition(BeamCondition::Ok);
+  } else {
+    logmessage = ("Message (BeamQuality): Bad beam spill at trigger timestamp "
+		  + std::to_string(timestamp));
+    Log(logmessage, v_message, verbosity);
+    if (verbosity >=v_debug)
+      retStatus.Print();
+
+    retStatus.set_condition(BeamCondition::Bad);
+  }
+
+  return retStatus;
+}
diff --git a/UserTools/BeamQuality/BeamQuality.h b/UserTools/BeamQuality/BeamQuality.h
new file mode 100644
index 000000000..deb37b314
--- /dev/null
+++ b/UserTools/BeamQuality/BeamQuality.h
@@ -0,0 +1,78 @@
+#ifndef BeamQuality_H
+#define BeamQuality_H
+
+#include <string>
+#include <iostream>
+#include <algorithm>
+#include <ctime>
+#include <fstream>
+#include <sstream>
+
+#include "Tool.h"
+#include "BeamStatus.h"
+#include "MinibufferLabel.h"
+#include "ANNIEconstants.h"
+#include "BeamDataPoint.h"
+#include "TimeClass.h"
+
+#include "Tool.h"
+
+
+/**
+* \class BeamQuality
+*
+* Tool to apply quality cuts to the results of BeamFetcherV2
+*
+* $Author: A.Sutton $
+* $Date: 2024/04/1 $
+*/
+class BeamQuality: public Tool {
+
+
+ public:
+
+  BeamQuality(); ///< Simple constructor
+  bool Initialise(std::string configfile,DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+  bool Execute(); ///< Execute function used to perform Tool purpose.
+  bool Finalise(); ///< Finalise function used to clean up resources.
+
+ protected:
+  BeamStatus assess_beam_quality(uint64_t timestamp);
+
+
+ private:
+
+  // Config variables
+  int verbosity;
+
+  // Cut values from config
+    // Extend this for additional cuts
+  double fPOTMin;
+  double fPOTMax;
+  double fHornCurrMin;
+  double fHornCurrMax;
+  double fBeamLoss;
+
+
+  // CStore things
+  bool fNewCTCData;
+  bool fNewBeamData;
+  std::map<uint64_t, std::vector<uint32_t>> *TimeToTriggerWordMap;      ///< Trigger information
+  std::map<uint64_t, std::map<std::string, BeamDataPoint>> *BeamDataMap; ///< BeamDB information
+  std::map<uint64_t, BeamStatus> *BeamStatusMap;                        ///< Map containing the beam status information that will be saved to the CStore
+
+  // Keep the last timestamp around to make sure we don't double process things
+  uint64_t fLastTimestamp;
+
+  
+  // Verbosity things
+  int v_error   = 0;
+  int v_warning = 1;
+  int v_message = 2;
+  int v_debug   = 3;
+  int vv_debug  = 4;
+  std::string logmessage;
+};
+
+
+#endif
diff --git a/UserTools/BeamQuality/README.md b/UserTools/BeamQuality/README.md
new file mode 100644
index 000000000..cd3ed350b
--- /dev/null
+++ b/UserTools/BeamQuality/README.md
@@ -0,0 +1,33 @@
+# BeamQuality
+
+The `BeamQuality` tool is part of the Event Building chain in ANNIE and forwards information about the Beam Status to the `ANNIEEventBuilder` tool. It uses information that was previously retrieved from the beam database with the `BeamFetcherV2` tool. This mimic the `BeamQuality` tool that is used for the original `BeamFetcher`.
+
+The information is saved in the form of the `BeamStatus` class. This class contains some basic information like the POT for the timestamp in question and some more detailed information about the horn currents. It is possible to already choose some beam quality cuts for the timestamp tolerance, horn currents, and POT values. However, some beam information will be stored in the object, so it will be possible to use slightly different cuts when analyzing the data later.
+
+## Data
+
+The Beam Status information is stored in the `BeamStatusMap` object and put in the CStore. The `ANNIEEventBuilder` tool can access the object in the CStore and write the information to the ANNIEEvent BoostStore.
+
+The `BeamQuality` tool goes through the decoded trigger timestamps and searches for the beam status at each of these trigger timestamps (in case there was a beam trigger). The properties of the beam are then saved in the BeamStatus object and put into the `BeamStatusMap`. It then deletes the used BeamData to free up memory.
+
+**BeamStatusMap** `map<uint64_t, BeamStatus>`
+* Beam status for the trigger timestamps
+
+The `BeamStatusMap` is stored in the form of a pointer, and the `ANNIEEventBuilder` will delete already built entries from the map to free up memory.
+
+## Configuration
+
+BeamQuality has the following configuration variables:
+
+```
+# BeamQuality config file
+verbose 1
+# POT window for "good" beam
+POTMin 5e11
+POTMax 8e12
+# Horn current window for "good" beam (in kA)
+HornCurrentMin 172
+HornCurrentMax 176
+# Fractional difference between the upstream and downstream POT measurements
+BeamLossTolerance 0.05
+```
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index c932574cd..8fa8c1d5b 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -167,5 +167,6 @@ if (tool=="NeutronMultiplicity") ret=new NeutronMultiplicity;
 if (tool=="PlotsTrackLengthAndEnergy") ret=new PlotsTrackLengthAndEnergy;
 if (tool=="SaveConfigInfo") ret=new SaveConfigInfo;
 if (tool=="ReadConfigInfo") ret=new ReadConfigInfo;
+if (tool=="BeamQuality") ret=new BeamQuality;
 return ret;
 }
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 9e00352b5..043287e2a 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -175,3 +175,4 @@
 #include "PlotsTrackLengthAndEnergy.h"
 #include "SaveConfigInfo.h"
 #include "ReadConfigInfo.h"
+#include "BeamQuality.h"
diff --git a/configfiles/BeamFetcherV2/DummyToolConfig b/configfiles/BeamFetcherV2/DummyToolConfig
deleted file mode 100644
index 95cad88d2..000000000
--- a/configfiles/BeamFetcherV2/DummyToolConfig
+++ /dev/null
@@ -1,3 +0,0 @@
-# Dummy config file
-
-verbose 2
\ No newline at end of file
diff --git a/configfiles/BeamFetcherV2/ToolChainConfig b/configfiles/BeamFetcherV2/ToolChainConfig
index eae99b203..32618da66 100644
--- a/configfiles/BeamFetcherV2/ToolChainConfig
+++ b/configfiles/BeamFetcherV2/ToolChainConfig
@@ -21,6 +21,6 @@ service_kick_sec -1
 Tools_File configfiles/BeamFetcherV2/ToolsConfig  ## list of tools to run and their config files
 
 ##### Run Type #####
-Inline 1 ## number of Execute steps in program, -1 infinite loop that is ended by user 
+Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user 
 Interactive 0 ## set to 1 if you want to run the code interactively
 
diff --git a/configfiles/EventBuilder/ANNIEEventBuilderConfig b/configfiles/EventBuilder/ANNIEEventBuilderConfig
index 6d59474bf..2e2c65aec 100644
--- a/configfiles/EventBuilder/ANNIEEventBuilderConfig
+++ b/configfiles/EventBuilder/ANNIEEventBuilderConfig
@@ -14,7 +14,7 @@ OrphanFileBase OrphanStore
 MaxStreamMatchingTimeSeparation 60   # seconds. If one stream is ahead of the others, pause reading
 
 SaveRawData 0
-StoreBeamStatus 0
+StoreBeamStatus 1
 
 BuildStage1Data 0 
 SaveSeparatePartfiles 1
diff --git a/configfiles/EventBuilder/BeamDecoderConfig b/configfiles/EventBuilder/BeamDecoderConfig
deleted file mode 100644
index 3866c2b30..000000000
--- a/configfiles/EventBuilder/BeamDecoderConfig
+++ /dev/null
@@ -1,17 +0,0 @@
-# BeamDecoder config file
-verbosity 0
-# Names of devices needed for beam quality cuts
-HornCurrentDevice E:THCURR
-# The "first" toroid is the one farther upstream from the target
-FirstToroid E:TOR860
-SecondToroid E:TOR875
-# POT window
-CutPOTMin 5e11
-CutPOTMax 8e12
-# Peak horn current window (in kA)
-CutPeakHornCurrentMin 172
-CutPeakHornCurrentMax 176
-# Toroid agreement tolerance (fractional error)
-CutToroidAgreement 0.05
-# DB vs DAQ timestamp agreement tolerance (ms)
-CutTimestampAgreement 100
diff --git a/configfiles/EventBuilder/BeamDevices.txt b/configfiles/EventBuilder/BeamDevices.txt
new file mode 100644
index 000000000..0bf9117bd
--- /dev/null
+++ b/configfiles/EventBuilder/BeamDevices.txt
@@ -0,0 +1 @@
+BoosterNeutrinoBeam_read
diff --git a/configfiles/EventBuilder/BeamFetcherV2Config b/configfiles/EventBuilder/BeamFetcherV2Config
new file mode 100644
index 000000000..8a0bb9e7b
--- /dev/null
+++ b/configfiles/EventBuilder/BeamFetcherV2Config
@@ -0,0 +1,17 @@
+# BeamFetcher config file
+verbose 0
+#
+# File containing one device per line or a bundle
+DevicesFile ./configfiles/EventBuilder/BeamDevices.txt
+#
+# bool stating whether DevicesFile contains bundles or individual devices
+IsBundle 1
+#
+# bool defining how to grab the data (from input times (1) or trigger(0))
+FetchFromTimes 0
+#
+# How much data to pull in one query (set to 1 hr)
+TimeChunkStepInMilliseconds 3600000
+#
+# bool, do you want to write a ROOT file with the timestamps and devices?
+SaveROOT 0
\ No newline at end of file
diff --git a/configfiles/EventBuilder/BeamQualityConfig b/configfiles/EventBuilder/BeamQualityConfig
new file mode 100644
index 000000000..f478a3b2b
--- /dev/null
+++ b/configfiles/EventBuilder/BeamQualityConfig
@@ -0,0 +1,13 @@
+# BeamQuality config file
+verbose 0
+#
+# POT window for "good" beam
+POTMin 5e11
+POTMax 8e12
+#
+# Horn current window for "good" beam (in kA)
+HornCurrentMin 172
+HornCurrentMax 176
+#
+# Fractional difference between the upstream and downstream POT measurements
+BeamLossTolerance 0.05
\ No newline at end of file
diff --git a/configfiles/EventBuilder/ToolsConfig b/configfiles/EventBuilder/ToolsConfig
index 95cc19f24..9d62fd3c6 100644
--- a/configfiles/EventBuilder/ToolsConfig
+++ b/configfiles/EventBuilder/ToolsConfig
@@ -3,6 +3,8 @@ LoadRawData LoadRawData ./configfiles/EventBuilder/LoadRawDataConfig
 PMTDataDecoder PMTDataDecoder ./configfiles/EventBuilder/PMTDataDecoderConfig
 MRDDataDecoder MRDDataDecoder ./configfiles/EventBuilder/MRDDataDecoderConfig
 TriggerDataDecoder TriggerDataDecoder ./configfiles/EventBuilder/TriggerDataDecoderConfig
+BeamFetcherV2 BeamFetcherV2 ./configfiles/EventBuilder/BeamFetcherV2Config
+BeamQuality BeamQuality ./configfiles/EventBuilder/BeamQualityConfig
 PhaseIIADCCalibrator PhaseIIADCCalibrator ./configfiles/EventBuilder/PhaseIIADCCalibratorConfig
 PhaseIIADCHitFinder PhaseIIADCHitFinder ./configfiles/EventBuilder/PhaseIIADCHitFinderConfig
 SaveConfigInfo SaveConfigInfo ./configfiles/EventBuilder/SaveConfigInfoConfig

From dc89b1cc8828370137ccd8839e435a9303fb8449 Mon Sep 17 00:00:00 2001
From: Feng Yue <fengyvoid@gmail.com>
Date: Mon, 22 Apr 2024 17:04:47 -0500
Subject: [PATCH 029/163] Add new tools for LAPPD toolchain v1 Add
 LAPPDLoadStore, load the LAPPD PsecData from multiple store format Add
 LAPPDStoreReorder Add LAPPDPlots for plotting functions Add LAPPDThresReco
 for a threshold based pulse finder and hit finder Add LAPPDTreeMaker Change
 some verbosity related print in TriggerDataDecoder

---
 DataModel/LAPPDHit.h                          |   10 +
 UserTools/Factory/Factory.cpp                 |    7 +
 UserTools/LAPPDBaseline/LAPPDBaseline.cpp     |  195 +++
 UserTools/LAPPDBaseline/LAPPDBaseline.h       |   44 +
 UserTools/LAPPDBaseline/README.md             |   20 +
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   | 1168 +++++++++++++++++
 UserTools/LAPPDLoadStore/LAPPDLoadStore.h     |  128 ++
 UserTools/LAPPDLoadStore/README.md            |   20 +
 UserTools/LAPPDPlots/LAPPDPlots.cpp           |  325 +++++
 UserTools/LAPPDPlots/LAPPDPlots.h             |  105 ++
 UserTools/LAPPDPlots/README.md                |   20 +
 .../LAPPDStoreReorder/LAPPDStoreReorder.cpp   |  299 +++++
 .../LAPPDStoreReorder/LAPPDStoreReorder.h     |   73 ++
 UserTools/LAPPDStoreReorder/README.md         |   20 +
 UserTools/LAPPDThresReco/LAPPDThresReco.cpp   |  855 ++++++++++++
 UserTools/LAPPDThresReco/LAPPDThresReco.h     |  127 ++
 UserTools/LAPPDThresReco/README.md            |   20 +
 .../LAPPDTimeAlignment/LAPPDTimeAlignment.cpp |  248 ++++
 .../LAPPDTimeAlignment/LAPPDTimeAlignment.h   |   52 +
 UserTools/LAPPDTimeAlignment/README.md        |   20 +
 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp   |  790 +++++++++++
 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h     |  155 +++
 UserTools/LAPPDTreeMaker/README.md            |   20 +
 .../TriggerDataDecoder/TriggerDataDecoder.cpp |    4 +-
 UserTools/Unity.h                             |    7 +
 25 files changed, 4730 insertions(+), 2 deletions(-)
 create mode 100644 UserTools/LAPPDBaseline/LAPPDBaseline.cpp
 create mode 100644 UserTools/LAPPDBaseline/LAPPDBaseline.h
 create mode 100644 UserTools/LAPPDBaseline/README.md
 create mode 100644 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
 create mode 100644 UserTools/LAPPDLoadStore/LAPPDLoadStore.h
 create mode 100644 UserTools/LAPPDLoadStore/README.md
 create mode 100644 UserTools/LAPPDPlots/LAPPDPlots.cpp
 create mode 100644 UserTools/LAPPDPlots/LAPPDPlots.h
 create mode 100644 UserTools/LAPPDPlots/README.md
 create mode 100644 UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
 create mode 100644 UserTools/LAPPDStoreReorder/LAPPDStoreReorder.h
 create mode 100644 UserTools/LAPPDStoreReorder/README.md
 create mode 100644 UserTools/LAPPDThresReco/LAPPDThresReco.cpp
 create mode 100644 UserTools/LAPPDThresReco/LAPPDThresReco.h
 create mode 100644 UserTools/LAPPDThresReco/README.md
 create mode 100644 UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
 create mode 100644 UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.h
 create mode 100644 UserTools/LAPPDTimeAlignment/README.md
 create mode 100644 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
 create mode 100644 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
 create mode 100644 UserTools/LAPPDTreeMaker/README.md

diff --git a/DataModel/LAPPDHit.h b/DataModel/LAPPDHit.h
index d125bc46f..5dd752126 100755
--- a/DataModel/LAPPDHit.h
+++ b/DataModel/LAPPDHit.h
@@ -15,12 +15,18 @@ class LAPPDHit : public Hit{
 	public:
 	LAPPDHit() : Hit(), Position(0), LocalPosition(0) {serialise=true;}
 	LAPPDHit(int thetubeid, double thetime, double thecharge, std::vector<double> theposition, std::vector<double> thelocalposition) : Hit(thetubeid,thetime,thecharge), Position(theposition), LocalPosition(thelocalposition) {serialise=true;}
+	LAPPDHit(int thetubeid, double thetime, double thecharge, std::vector<double> theposition, std::vector<double> thelocalposition, double pulse1LastTime, double pulse2LastTime, double pulse1StartTime, double pulse2StartTime) : Hit(thetubeid,thetime,thecharge), Position(theposition), LocalPosition(thelocalposition) {serialise=true; Pulse1LastTime = pulse1LastTime; Pulse2LastTime = pulse2LastTime; Pulse1StartTime = pulse1StartTime; Pulse2StartTime = pulse2StartTime;}
+
 	virtual ~LAPPDHit(){};
 	
 	inline std::vector<double> GetPosition() const {return Position;}
 	inline std::vector<double> GetLocalPosition() const {return LocalPosition;}
 	inline void SetPosition(std::vector<double> pos){Position=pos;}
 	inline void SetLocalPosition(std::vector<double> locpos){LocalPosition=locpos;}
+	inline double GetPulse1LastTime() const {return Pulse1LastTime;}
+	inline double GetPulse2LastTime() const {return Pulse2LastTime;}
+	inline double GetPulse1StartTime() const {return Pulse1StartTime;}
+	inline double GetPulse2StartTime() const {return Pulse2StartTime;}
 	
 	bool Print() {
 		cout<<"TubeId : "<<TubeId<<endl;
@@ -37,6 +43,10 @@ class LAPPDHit : public Hit{
 	protected:
 	std::vector<double> Position;
 	std::vector<double> LocalPosition;
+	double Pulse1LastTime;
+	double Pulse2LastTime;
+	double Pulse1StartTime;
+	double Pulse2StartTime;
 	
 	template<class Archive> void serialize(Archive & ar, const unsigned int version){
 		if(serialise){
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index c932574cd..a766d2a90 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -167,5 +167,12 @@ if (tool=="NeutronMultiplicity") ret=new NeutronMultiplicity;
 if (tool=="PlotsTrackLengthAndEnergy") ret=new PlotsTrackLengthAndEnergy;
 if (tool=="SaveConfigInfo") ret=new SaveConfigInfo;
 if (tool=="ReadConfigInfo") ret=new ReadConfigInfo;
+if (tool=="LAPPDLoadStore") ret=new LAPPDLoadStore;
+if (tool=="LAPPDTreeMaker") ret=new LAPPDTreeMaker;
+if (tool=="LAPPDPlots") ret=new LAPPDPlots;
+if (tool=="LAPPDThresReco") ret=new LAPPDThresReco;
+if (tool=="LAPPDTimeAlignment") ret=new LAPPDTimeAlignment;
+if (tool=="LAPPDBaseline") ret=new LAPPDBaseline;
+if (tool=="LAPPDStoreReorder") ret=new LAPPDStoreReorder;
 return ret;
 }
diff --git a/UserTools/LAPPDBaseline/LAPPDBaseline.cpp b/UserTools/LAPPDBaseline/LAPPDBaseline.cpp
new file mode 100644
index 000000000..7b9353470
--- /dev/null
+++ b/UserTools/LAPPDBaseline/LAPPDBaseline.cpp
@@ -0,0 +1,195 @@
+#include "LAPPDBaseline.h"
+
+LAPPDBaseline::LAPPDBaseline() : Tool() {}
+
+bool LAPPDBaseline::Initialise(std::string configfile, DataModel &data)
+{
+    /////////////////// Usefull header ///////////////////////
+    if (configfile != "")
+        m_variables.Initialise(configfile); // loading config file
+    // m_variables.Print();
+
+    m_data = &data; // assigning transient data pointer
+    /////////////////////////////////////////////////////////////////
+
+    // bool isBLsub = true;
+    // m_data->Stores["ANNIEEvent"]->Header->Set("isBLsubtracted",isBLsub);
+
+    m_variables.Get("Nsamples", DimSize);
+    m_variables.Get("SampleSize", Deltat);
+    m_variables.Get("TrigChannel", TrigChannel);
+    m_variables.Get("LowBLfitrange", LowBLfitrange);
+    m_variables.Get("HiBLfitrange", HiBLfitrange);
+    m_variables.Get("TrigLowBLfitrange", TrigLowBLfitrange);
+    m_variables.Get("TrigHiBLfitrange", TrigHiBLfitrange);
+    m_variables.Get("BLSInputWavLabel", BLSInputWavLabel);
+    m_variables.Get("BLSOutputWavLabel", BLSOutputWavLabel);
+    m_variables.Get("BaselineSubstractVerbosityLevel", BLSVerbosityLevel);
+    m_variables.Get("LAPPDchannelOffset", LAPPDchannelOffset);
+    execludeAmpDifference = 100;
+    m_variables.Get("execludeAmpDifference", execludeAmpDifference);
+
+    return true;
+}
+
+bool LAPPDBaseline::Execute()
+{
+
+    bool LAPPDana = false;
+
+    m_data->CStore.Get("LAPPDana", LAPPDana);
+    if (!LAPPDana)
+    {
+        return true;
+    }
+    else
+    {
+        if (BLSVerbosityLevel > 1)
+            cout << "YES LAPPD Data found in baselinesub" << endl;
+    }
+
+    bool isBLsub = true;
+    m_data->Stores["ANNIEEvent"]->Set("isBLsubtracted", isBLsub);
+    if (BLSVerbosityLevel > 2)
+        cout << "Made it to here " << BLSInputWavLabel << " is read in." << endl;
+    Waveform<double> bwav;
+
+    std::map<unsigned long, vector<Waveform<double>>> lappddata;
+    m_data->Stores["ANNIEEvent"]->Get(BLSInputWavLabel, lappddata);
+    if (BLSVerbosityLevel > 2)
+        cout << "And data is loaded" << endl;
+    // the filtered Waveform
+    std::map<unsigned long, vector<Waveform<double>>> blsublappddata;
+
+    map<unsigned long, vector<Waveform<double>>>::iterator itr;
+    for (itr = lappddata.begin(); itr != lappddata.end(); ++itr)
+    {
+        int channelno = itr->first;
+        channelno = channelno%1000 + 1000;
+        vector<Waveform<double>> Vwavs = itr->second;
+        vector<Waveform<double>> Vfwavs;
+        int bi = (int)(channelno - LAPPDchannelOffset) / 30;
+
+        // loop over all Waveforms
+        for (int i = 0; i < Vwavs.size(); i++)
+        {
+
+            Waveform<double> bwav = Vwavs.at(i);
+
+            // This is from back when we had a sinusoidal pedestal
+            // Waveform<double> blswav = SubtractSine(bwav);
+
+            // Loop over first N samples and get average value
+            if (LowBLfitrange > DimSize || HiBLfitrange > DimSize)
+            {
+                cout << "BASELINE FITRANGE IS WRONG!!! " << LowBLfitrange << " " << HiBLfitrange << endl;
+                LowBLfitrange = 0;
+                HiBLfitrange = 1;
+            }
+
+            if (TrigLowBLfitrange > DimSize || TrigHiBLfitrange > DimSize)
+            {
+                cout << "BASELINE FITRANGE IS WRONG!!! " << TrigLowBLfitrange << " " << TrigHiBLfitrange << endl;
+                TrigLowBLfitrange = 0;
+                TrigHiBLfitrange = 1;
+            }
+
+            double BLval = 0;
+            int execuldedBins = 0;
+
+            if (channelno == (LAPPDchannelOffset + (30 * bi) + TrigChannel))
+            {
+                for (int j = TrigLowBLfitrange; j < TrigHiBLfitrange; j++)
+                {
+                    if (j > 0)
+                    {
+                        if (abs(bwav.GetSamples()->at(j) - bwav.GetSamples()->at(j - 1)) < execludeAmpDifference)
+                            BLval += bwav.GetSamples()->at(j);
+                        else
+                            execuldedBins++;
+                    }
+                    else
+                    {
+                        BLval += bwav.GetSamples()->at(j);
+                    }
+                }
+            }
+            else
+            {
+                for (int j = LowBLfitrange; j < HiBLfitrange; j++)
+                {
+                    if (j > 0)
+                    {
+                        if (abs(bwav.GetSamples()->at(j) - bwav.GetSamples()->at(j - 1)) < execludeAmpDifference)
+                            BLval += bwav.GetSamples()->at(j);
+                        else
+                            execuldedBins++;
+                    }
+                    else
+                    {
+                        BLval += bwav.GetSamples()->at(j);
+                    }
+                }
+            }
+
+            double AvgBL = BLval / ((double)(HiBLfitrange - LowBLfitrange - execuldedBins));
+
+            Waveform<double> blswav;
+            for (int k = 0; k < bwav.GetSamples()->size(); k++)
+            {
+                blswav.PushSample((bwav.GetSamples()->at(k)) - AvgBL);
+            }
+
+            Vfwavs.push_back(blswav);
+        }
+
+        blsublappddata.insert(pair<int, vector<Waveform<double>>>(channelno, Vfwavs));
+    }
+
+    if (BLSVerbosityLevel > 2)
+        cout << "Baseline substraction is done in " << BLSOutputWavLabel << endl;
+    m_data->Stores["ANNIEEvent"]->Set(BLSOutputWavLabel, blsublappddata);
+
+    return true;
+}
+
+Waveform<double> LAPPDBaseline::SubtractSine(Waveform<double> iwav)
+{
+    Waveform<double> subWav;
+
+    int nbins = iwav.GetSamples()->size();
+    double starttime = 0.;
+    double endtime = starttime + ((double)nbins) * 100.;
+    TH1D *hwav_raw = new TH1D("hwav_raw", "hwav_raw", nbins, starttime, endtime);
+
+    for (int i = 0; i < nbins; i++)
+    {
+        hwav_raw->SetBinContent(i + 1, iwav.GetSample(i));
+        hwav_raw->SetBinError(i + 1, 0.1);
+    }
+
+    TF1 *sinit = new TF1("sinit", "([0]*sin([2]*x+[1]))", 0, DimSize * Deltat);
+    sinit->SetParameter(0, 0.4);
+    sinit->SetParameter(1, 0.0);
+    sinit->SetParameter(2, 0.0);
+    sinit->SetParameter(2, 0.00055);
+    sinit->SetParLimits(2, 0.0003, 0.0008);
+    sinit->SetParLimits(0, 0., 1.0);
+
+    hwav_raw->Fit("sinit", "QNO", "", LowBLfitrange, HiBLfitrange);
+    // cout<<"Parameters: "<< sinit->GetParameter(3)<<" "<<LowBLfitrange<<" "<<HiBLfitrange<<endl;
+
+    for (int j = 0; j < nbins; j++)
+    {
+        subWav.PushSample((hwav_raw->GetBinContent(j + 1)) - (sinit->Eval(hwav_raw->GetBinCenter(j + 1))));
+    }
+
+    delete hwav_raw;
+    delete sinit;
+    return subWav;
+}
+
+bool LAPPDBaseline::Finalise()
+{
+    return true;
+}
diff --git a/UserTools/LAPPDBaseline/LAPPDBaseline.h b/UserTools/LAPPDBaseline/LAPPDBaseline.h
new file mode 100644
index 000000000..34ac201d7
--- /dev/null
+++ b/UserTools/LAPPDBaseline/LAPPDBaseline.h
@@ -0,0 +1,44 @@
+#ifndef LAPPDBaseline_H
+#define LAPPDBaseline_H
+
+
+#include <string>
+#include <iostream>
+
+#include "TH1.h"
+#include "TF1.h"
+#include "Tool.h"
+
+class LAPPDBaseline: public Tool {
+
+
+    public:
+
+        LAPPDBaseline();
+        bool Initialise(std::string configfile,DataModel &data);
+        bool Execute();
+        bool Finalise();
+
+
+    private:
+
+        Waveform<double> SubtractSine(Waveform<double> iwav);
+        int LAPPDchannelOffset;
+        int BLSVerbosityLevel;
+        bool isSim;
+        int DimSize;
+        int TrigChannel;
+        double Deltat;
+        double LowBLfitrange;
+        double HiBLfitrange;
+        double TrigLowBLfitrange;
+        double TrigHiBLfitrange;
+        string BLSInputWavLabel;
+        string BLSOutputWavLabel;
+
+        double execludeAmpDifference;
+
+};
+
+
+#endif
diff --git a/UserTools/LAPPDBaseline/README.md b/UserTools/LAPPDBaseline/README.md
new file mode 100644
index 000000000..2b28737d8
--- /dev/null
+++ b/UserTools/LAPPDBaseline/README.md
@@ -0,0 +1,20 @@
+# LAPPDBaseline
+
+LAPPDBaseline
+
+## Data
+
+Describe any data formats LAPPDBaseline creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for LAPPDBaseline.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
new file mode 100644
index 000000000..76794db28
--- /dev/null
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -0,0 +1,1168 @@
+#include "LAPPDLoadStore.h"
+
+LAPPDLoadStore::LAPPDLoadStore() : Tool() {}
+
+bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
+{
+    /////////////////// Useful header ///////////////////////
+    if (configfile != "")
+        m_variables.Initialise(configfile); // loading config file
+    // m_variables.Print();
+
+    m_data = &data; // assigning transient data pointer
+    /////////////////////////////////////////////////////////////////
+
+    // Control variables
+    // Control variables used in this tool
+    retval = 0;
+    eventNo = 0;
+    CLOCK_to_NSEC = 3.125; // 3.125 ns per clock cycle
+    errorEventsNumber = 0;
+    // Control variables that you get from the config file, for this tool
+    m_variables.Get("ReadStore", ReadStore);
+    m_variables.Get("Nboards", Nboards);
+    m_variables.Get("StorePedinputfile", PedFileName);
+    m_variables.Get("PedinputfileTXT", PedFileNameTXT);
+    m_variables.Get("DoPedSubtraction", DoPedSubtract);
+    m_variables.Get("LAPPDStoreReadInVerbosity", LAPPDStoreReadInVerbosity);
+    m_variables.Get("num_vector_data", num_vector_data);
+    m_variables.Get("num_vector_pps", num_vector_pps);
+    m_variables.Get("SelectSingleLAPPD", SelectSingleLAPPD);
+    m_variables.Get("SelectedLAPPD", SelectedLAPPD);
+    mergingModeReadIn = false;
+    m_variables.Get("mergingModeReadIn", mergingModeReadIn);
+    ReadStorePdeFile = false;
+    m_variables.Get("ReadStorePdeFile", ReadStorePdeFile);
+    MultiLAPPDMap = false;
+    m_variables.Get("MultiLAPPDMap", MultiLAPPDMap);
+    loadPSEC = true;
+    m_variables.Get("loadPSEC", loadPSEC);
+    loadPPS = false;
+    m_variables.Get("loadPPS", loadPPS);
+    loadOffsets = false;
+    m_variables.Get("loadOffsets", loadOffsets);
+    // Control variables in this tool, initialized in this tool
+    NonEmptyEvents = 0;
+    PPSnumber = 0;
+    isFiltered = false;
+    isBLsub = false;
+    isCFD = false;
+    // Global Control variables that you get from the config file
+    m_variables.Get("stopEntries", stopEntries);
+    m_variables.Get("PsecReceiveMode", PsecReceiveMode);
+    m_variables.Get("RawDataOutputWavLabel", OutputWavLabel);
+    m_variables.Get("RawDataInputWavLabel", InputWavLabel);
+    m_variables.Get("NChannels", NChannels);
+    m_variables.Get("Nsamples", Nsamples);
+    m_variables.Get("TrigChannel", TrigChannel);
+    m_variables.Get("SampleSize", SampleSize);
+    m_variables.Get("LAPPDchannelOffset", LAPPDchannelOffset);
+    // Data variables
+    // Data variables you get from other tools (it not initialized in execute)
+    // Data variables you use in this tool
+    m_variables.Get("PSECinputfile", NewFileName);
+    // Verbosity
+    // Details on channels, samples and max vector sizes and trigger channel
+    m_variables.Get("Nsamples", Nsamples);
+    m_variables.Get("TrigChannel", TrigChannel);
+
+    runNumber = 0;
+    subRunNumber = 0;
+    partFileNumber = 0;
+    eventNumberInPF = 0;
+
+    // get data file
+    if (ReadStore == 1)
+    {
+        // get data from a StoreFile in ANNIEEvent format
+        m_data->Stores["ANNIEEvent"] = new BoostStore(false, 2);
+        m_data->Stores["ANNIEEvent"]->Initialise(NewFileName);
+        cout << "LAPPDStoreReadIn Reading new ANNIEevent from " << NewFileName << endl;
+    }
+    else if (ReadStore == 0)
+    { // get data from previous chain, or m_data
+        cout << "LAPPDStoreReadIn Using ANNIEevent or CStore" << endl;
+    }
+    // Grab all pedestal files and prepare the map channel|pedestal-vector for substraction
+    if (DoPedSubtract == 1)
+    {
+        PedestalValues = new std::map<unsigned long, vector<int>>;
+        if (ReadStorePdeFile)
+        {
+            m_data->Stores["PedestalFile"] = new BoostStore(false, 2);
+            bool ret = false;
+            if (FILE *file = fopen(PedFileName.c_str(), "r"))
+            {
+                fclose(file);
+                ret = true;
+                cout << "Using Store Pedestal File" << endl;
+            }
+            if (ret)
+            {
+                m_data->Stores["PedestalFile"]->Initialise(PedFileName);
+                long Pedentries;
+                m_data->Stores["PedestalFile"]->Header->Get("TotalEntries", Pedentries);
+                if (LAPPDStoreReadInVerbosity > 0)
+                    cout << PedFileName << " got " << Pedentries << endl;
+                m_data->Stores["PedestalFile"]->Get("PedestalMap", PedestalValues);
+            }
+        }
+        else
+        {
+            for (int i = 0; i < Nboards; i++)
+            {
+                if (LAPPDStoreReadInVerbosity > 0)
+                    cout << "Reading Pedestal File " << PedFileNameTXT << " " << i << endl;
+                ReadPedestals(i);
+            }
+        }
+        if (LAPPDStoreReadInVerbosity > 0)
+            cout << "PEDSIZES: " << PedestalValues->size() << " " << PedestalValues->at(0).size() << " " << PedestalValues->at(4).at(5) << endl;
+    }
+
+    // set some control variables for later tools
+    m_data->CStore.Set("SelectSingleLAPPD", SelectSingleLAPPD);
+    m_data->Stores["ANNIEEvent"]->Set("Nsamples", Nsamples);
+    m_data->Stores["ANNIEEvent"]->Set("NChannels", NChannels);
+    m_data->Stores["ANNIEEvent"]->Set("TrigChannel", TrigChannel);
+    m_data->Stores["ANNIEEvent"]->Set("LAPPDchannelOffset", LAPPDchannelOffset);
+    m_data->Stores["ANNIEEvent"]->Set("SampleSize", SampleSize);
+    m_data->Stores["ANNIEEvent"]->Set("isFiltered", isFiltered);
+    m_data->Stores["ANNIEEvent"]->Set("isBLsubtracted", isBLsub);
+    m_data->Stores["ANNIEEvent"]->Set("isCFD", isCFD);
+
+    if (loadOffsets)
+        LoadOffsetsAndCorrections();
+    debugStoreReadIn.open("debugStoreReadIn.txt");
+
+    return true;
+}
+
+void LAPPDLoadStore::CleanDataObjects()
+{
+    LAPPD_ID = -9999;
+    Raw_buffer.clear();
+    Parse_buffer.clear();
+    ReadBoards.clear();
+    data.clear();
+    meta.clear();
+    pps.clear();
+    LAPPDWaveforms.clear();
+    EventType = -9999;
+    LAPPDana = false;
+    ParaBoards.clear();
+    meta.clear();
+    LAPPDWaveforms.clear();
+    data.clear();
+    Parse_buffer.clear();
+    LAPPDDataMap.clear();
+    runInfoLoaded = false;
+}
+
+bool LAPPDLoadStore::Execute()
+{
+    // 1. clean data variables
+    // 2. decide loading data or not, load the data from PsecData dat to tool
+    // 3. parse and pass data to later tools
+
+    CleanDataObjects();
+    m_data->CStore.Set("LAPPD_new_event", false);
+
+    // decide loading data or not, set to LAPPDana for later tools
+    LAPPDana = LoadData();
+    m_data->CStore.Set("LAPPDana", LAPPDana);
+    if (!LAPPDana)
+    {
+        // not loading data, return
+        return true;
+    }
+
+    if (!MultiLAPPDMap)
+    {
+        // parse and pass data to later tools
+        int frametype = static_cast<int>(Raw_buffer.size() / ReadBoards.size());
+        if (frametype != num_vector_data && frametype != num_vector_pps)
+        {
+            cout << "Problem identifying the frametype, size of raw vector was " << Raw_buffer.size() << endl;
+            cout << "It was expected to be either " << num_vector_data * ReadBoards.size() << " or " << num_vector_pps * ReadBoards.size() << endl;
+            cout << "Please check manually!" << endl;
+            LAPPDana = false;
+            m_data->CStore.Set("LAPPDana", LAPPDana);
+            m_data->CStore.Set("LAPPDPPShere", LAPPDana);
+            return true;
+        }
+
+        if (frametype == num_vector_pps && loadPPS)
+        {
+            // if it's PPS, don't to anything relate to merging
+            m_data->CStore.Set("LAPPDanaData", false);
+            // set LAPPDana to false
+            LAPPDana = false;
+            m_data->CStore.Set("LAPPDana", LAPPDana);
+            ParsePPSData();
+            m_data->CStore.Set("LAPPD_ID", LAPPD_ID);
+            m_data->Stores["ANNIEEvent"]->Set("LAPPD_ID", LAPPD_ID);
+            m_data->CStore.Set("LoadingPPS", true);
+            if (LAPPDStoreReadInVerbosity > 0)
+                cout << "LAPPDStoreReadIn: PPS data loaded, LAPPDanaData is false, set LAPPDana to false" << endl;
+            return true;
+        }
+
+        if (frametype == num_vector_data && loadPSEC)
+        {
+            m_data->CStore.Set("LAPPDanaData", true);
+            bool parsData = ParsePSECData();
+            LoadRunInfo();
+            runInfoLoaded = true;
+            LAPPDana = parsData;
+            m_data->CStore.Set("LAPPDana", LAPPDana);
+            m_data->CStore.Set("LoadingPPS", false);
+
+            if (!parsData)
+            {
+                cout << "LAPPDStoreReadIn: PSEC data parsing failed, set LAPPDana to false and return" << endl;
+
+                return true;
+            }
+        }
+
+        // parsing finished, do pedestal subtraction
+        DoPedestalSubtract();
+        // save some timestamps relate to this event, for later using
+        SaveTimeStamps();
+
+        if (LAPPDStoreReadInVerbosity > 0)
+            cout << "*************************END LAPPDStoreReadIn************************************" << endl;
+        m_data->CStore.Set("LAPPD_ID", LAPPD_ID);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPD_ID", LAPPD_ID);
+        m_data->Stores["ANNIEEvent"]->Set("RawLAPPDData", LAPPDWaveforms); // leave this only for the merger tool
+        m_data->Stores["ANNIEEvent"]->Set("MergeLAPPDPsec", LAPPDWaveforms);
+        m_data->Stores["ANNIEEvent"]->Set("ACDCmetadata", meta);
+        m_data->Stores["ANNIEEvent"]->Set("ACDCboards", ReadBoards);
+        m_data->Stores["ANNIEEvent"]->Set("SortedBoards", ParaBoards);
+        m_data->Stores["ANNIEEvent"]->Set("TriggerChannelBase", TrigChannel);
+
+        m_data->CStore.Set("NewLAPPDDataAvailable",true);
+        debugStoreReadIn<< " Set NewLAPPDDataAvailable to true"<<endl;
+
+        NonEmptyEvents += 1;
+        eventNo++;
+        if (LAPPDStoreReadInVerbosity > 2)
+        {
+            cout << "Finish LAPPDStoreReadIn, Printing the ANNIEEvent" << endl;
+            m_data->Stores["ANNIEEvent"]->Print(false);
+        }
+    }
+    else
+    {
+        // if we are reading multiple LAPPD data from one ANNIEEvent
+        // assume we only have PSEC data in ANNIEEvent, no PPS event.
+        // loop the map, for each PSEC data, do the same loading and parsing.
+        // load the waveform by using LAPPD_ID * board_number * channel_number as the key
+        if (LAPPDStoreReadInVerbosity > 0)
+            cout << "LAPPDStoreReadIn: LAPPDDataMap has " << LAPPDDataMap.size() << " LAPPD PSEC data " << endl;
+        bool ValidDataLoaded = false;
+        std::map<unsigned long, PsecData>::iterator it;
+        for (it = LAPPDDataMap.begin(); it != LAPPDDataMap.end(); it++)
+        {
+            unsigned long time = it->first;
+            PsecData dat = it->second;
+
+            ReadBoards = dat.BoardIndex;
+            Raw_buffer = dat.RawWaveform;
+            LAPPD_ID = dat.LAPPD_ID;
+            if (LAPPD_ID != SelectedLAPPD && SelectSingleLAPPD)
+                continue;
+
+            int frametype = static_cast<int>(Raw_buffer.size() / ReadBoards.size());
+            if (frametype != num_vector_data)
+            {
+                cout << "LAPPDStoreReadIn: For LAPPD_ID " << LAPPD_ID << " frametype is not num_vector_data, skip this LAPPD" << endl;
+                continue;
+            }
+            m_data->CStore.Set("LAPPDanaData", true);
+            bool parsData = ParsePSECData(); // TODO: now assuming all boards just has 30 channels. Need to be changed for gen 2
+            if (parsData)
+                ValidDataLoaded = true;
+        }
+        LAPPDana = ValidDataLoaded;
+        m_data->CStore.Set("LAPPDana", LAPPDana);
+        DoPedestalSubtract();
+
+        m_data->Stores["ANNIEEvent"]->Set("RawLAPPDData", LAPPDWaveforms); // leave this only for the merger tool
+        // TODO: save other timestamps, variables and metadata for later use
+    }
+
+    return true;
+}
+
+bool LAPPDLoadStore::Finalise()
+{
+    cout << "Got pps event in total: " << PPSnumber << endl;
+    cout << "Got error events in total: " << errorEventsNumber << endl;
+    cout << "Got non empty events in total: " << NonEmptyEvents << endl;
+    cout << "Got event in total: " << eventNo << endl;
+    return true;
+}
+
+bool LAPPDLoadStore::ReadPedestals(int boardNo)
+{
+
+    if (LAPPDStoreReadInVerbosity > 0)
+        cout << "Getting Pedestals " << boardNo << endl;
+
+    std::string LoadName = PedFileNameTXT;
+    string nextLine; // temp line to parse
+    double finalsampleNo;
+    std::string ext = std::to_string(boardNo);
+    ext += ".txt";
+    LoadName += ext;
+    PedFile.open(LoadName); // final name: PedFileNameTXT + boardNo + .txt
+    if (!PedFile.is_open())
+    {
+        cout << "Failed to open " << LoadName << "!" << endl;
+        return false;
+    }
+    if (LAPPDStoreReadInVerbosity > 0)
+        cout << "Opened file: " << LoadName << endl;
+
+    int sampleNo = 0; // sample number
+    while (getline(PedFile, nextLine))
+    {
+        istringstream iss(nextLine);            // copies the current line in the file
+        int location = -1;                      // counts the current perameter in the line
+        string stempValue;                      // current string in the line
+        int tempValue;                          // current int in the line
+        unsigned long channelNo = boardNo * 30; // channel number
+        // cout<<"NEW BOARD "<<channelNo<<" "<<sampleNo<<endl;
+        // starts the loop at the beginning of the line
+        while (iss >> stempValue)
+        {
+            location++;
+            int tempValue = stoi(stempValue, 0, 10);
+            if (sampleNo == 0)
+            {
+                vector<int> tempPed;
+                tempPed.push_back(tempValue);
+                // cout<<"First time: "<<channelNo<<" "<<tempValue<<endl;
+                PedestalValues->insert(pair<unsigned long, vector<int>>(channelNo, tempPed));
+                if (LAPPDStoreReadInVerbosity > 0)
+                    cout << "Inserting pedestal at channelNo " << channelNo << endl;
+                // newboard=false;
+            }
+            else
+            {
+                // cout<<"Following time: "<<channelNo<<" "<<tempValue<<"    F    "<<PedestalValues->count(channelNo)<<endl;
+                (((PedestalValues->find(channelNo))->second)).push_back(tempValue);
+            }
+
+            channelNo++;
+        }
+        sampleNo++;
+    }
+    if (LAPPDStoreReadInVerbosity > 0)
+        cout << "FINAL SAMPLE NUMBER: " << PedestalValues->size() << " " << (((PedestalValues->find(0))->second)).size() << endl;
+    PedFile.close();
+    return true;
+}
+
+bool LAPPDLoadStore::MakePedestals()
+{
+
+    // Empty for now...
+    // should be moved to ASCII readin?
+
+    return true;
+}
+
+int LAPPDLoadStore::getParsedMeta(std::vector<unsigned short> buffer, int BoardId)
+{
+    // Catch empty buffers
+    if (buffer.size() == 0)
+    {
+        std::cout << "You tried to parse ACDC data without pulling/setting an ACDC buffer" << std::endl;
+        return -1;
+    }
+
+    // Prepare the Metadata vector
+    // meta.clear();
+
+    // Helpers
+    int chip_count = 0;
+
+    // Indicator words for the start/end of the metadata
+    const unsigned short startword = 0xBA11;
+    unsigned short endword = 0xFACE;
+    unsigned short endoffile = 0x4321;
+
+    // Empty metadata map for each Psec chip <PSEC #, vector with information>
+    map<int, vector<unsigned short>> PsecInfo;
+
+    // Empty trigger metadata map for each Psec chip <PSEC #, vector with trigger>
+    map<int, vector<unsigned short>> PsecTriggerInfo;
+    unsigned short CombinedTriggerRateCount;
+
+    // Empty vector with positions of aboves startword
+    vector<int> start_indices =
+        {
+            1539, 3091, 4643, 6195, 7747};
+
+    // Fill the psec info map
+    vector<unsigned short>::iterator bit;
+    for (int i : start_indices)
+    {
+        // Write the first word after the startword
+        bit = buffer.begin() + (i + 1);
+
+        // As long as the endword isn't reached copy metadata words into a vector and add to map
+        vector<unsigned short> InfoWord;
+        while (*bit != endword && *bit != endoffile && InfoWord.size() < 14)
+        {
+            InfoWord.push_back(*bit);
+            ++bit;
+        }
+        PsecInfo.insert(pair<int, vector<unsigned short>>(chip_count, InfoWord));
+        chip_count++;
+    }
+
+    // Fill the psec trigger info map
+    for (int chip = 0; chip < NUM_PSEC; chip++)
+    {
+        for (int ch = 0; ch < NUM_CH / NUM_PSEC; ch++)
+        {
+            if (LAPPDStoreReadInVerbosity > 10)
+                cout << "parsing meta step1-1" << endl;
+            // Find the trigger data at begin + last_metadata_start + 13_info_words + 1_end_word + 1
+            bit = buffer.begin() + start_indices[4] + 13 + 1 + 1 + ch + (chip * (NUM_CH / NUM_PSEC));
+            if (LAPPDStoreReadInVerbosity > 10)
+                cout << "parsing meta step1-2" << endl;
+            PsecTriggerInfo[chip].push_back(*bit);
+        }
+    }
+
+    if (LAPPDStoreReadInVerbosity > 10)
+        cout << "parsing meta step1.5" << endl;
+    // Fill the combined trigger
+    CombinedTriggerRateCount = buffer[7792];
+
+    //----------------------------------------------------------
+    // Start the metadata parsing
+
+    meta.push_back(BoardId);
+    for (int CHIP = 0; CHIP < NUM_PSEC; CHIP++)
+    {
+        meta.push_back((0xDCB0 | CHIP));
+        // cout<<"size of info word is "<<PsecInfo[CHIP].size()<<endl;
+        // cout<<"size of trigger word is "<<PsecTriggerInfo[CHIP].size()<<endl;
+        for (int INFOWORD = 0; INFOWORD < 13; INFOWORD++)
+        {
+            if (LAPPDStoreReadInVerbosity > 10)
+                cout << "parsing meta step2-1 infoword " << INFOWORD << endl;
+            if (PsecInfo[CHIP].size() < 13)
+            {
+                NonEmptyEvents = NonEmptyEvents - 1;
+                cout << "meta data parsing wrong! PsecInfo[CHIP].size() < 13" << endl;
+                m_data->CStore.Set("LAPPDana", false);
+                return 1;
+            }
+
+            try
+            {
+                meta.push_back(PsecInfo[CHIP][INFOWORD]);
+            }
+            catch (...)
+            {
+                NonEmptyEvents = NonEmptyEvents - 1;
+                cout << "meta data parsing wrong! meta.push_back(PsecInfo[CHIP][INFOWORD]);" << endl;
+                m_data->CStore.Set("LAPPDana", false);
+                return 1;
+            }
+        }
+        for (int TRIGGERWORD = 0; TRIGGERWORD < 6; TRIGGERWORD++)
+        {
+            if (LAPPDStoreReadInVerbosity > 10)
+                cout << "parsing meta step2-2 trigger word" << endl;
+
+            if (PsecTriggerInfo[CHIP].size() < 6)
+            {
+                NonEmptyEvents = NonEmptyEvents - 1;
+                cout << "meta data parsing wrong! PsecTriggerInfo[CHIP].size() < 6" << endl;
+                m_data->CStore.Set("LAPPDana", false);
+                return 1;
+            }
+
+            try
+            {
+                meta.push_back(PsecTriggerInfo[CHIP][TRIGGERWORD]);
+            }
+            catch (...)
+            {
+                NonEmptyEvents = NonEmptyEvents - 1;
+                cout << "meta data parsing wrong! meta.push_back(PsecTriggerInfo[CHIP][TRIGGERWORD]);" << endl;
+                m_data->CStore.Set("LAPPDana", false);
+                return 1;
+            }
+        }
+    }
+
+    meta.push_back(CombinedTriggerRateCount);
+    meta.push_back(0xeeee);
+    return 0;
+}
+
+int LAPPDLoadStore::getParsedData(std::vector<unsigned short> buffer, int ch_start)
+{
+    // Catch empty buffers
+    if (buffer.size() == 0)
+    {
+        std::cout << "You tried to parse ACDC data without pulling/setting an ACDC buffer" << std::endl;
+        return -1;
+    }
+
+    // Helpers
+    int DistanceFromZero;
+    int channel_count = 0;
+
+    // Indicator words for the start/end of the metadata
+    const unsigned short startword = 0xF005;
+    unsigned short endword = 0xBA11;
+    unsigned short endoffile = 0x4321;
+
+    // Empty vector with positions of aboves startword
+    vector<int> start_indices =
+        {
+            2, 1554, 3106, 4658, 6210};
+
+    // Fill data map
+    vector<unsigned short>::iterator bit;
+    for (int i : start_indices)
+    {
+        // Write the first word after the startword
+        bit = buffer.begin() + (i + 1);
+
+        // As long as the endword isn't reached copy metadata words into a vector and add to map
+        vector<unsigned short> InfoWord;
+        while (*bit != endword && *bit != endoffile)
+        {
+            InfoWord.push_back((unsigned short)*bit);
+            if (InfoWord.size() == NUM_SAMP)
+            {
+                data.insert(pair<int, vector<unsigned short>>(ch_start + channel_count, InfoWord));
+                InfoWord.clear();
+                channel_count++;
+            }
+            ++bit;
+        }
+    }
+
+    return 0;
+}
+
+bool LAPPDLoadStore::LoadData()
+{
+    // TODO: when looping in Stores["ANNIEEvent"], the multiple PSEC data will be saved in std::map<double,PsecData> LAPPDDatas;
+    // so we need to loop the map to get all data and waveforms, using the LAPPD_ID, board number, channel number to form a global channel-waveform map
+    // then loop all waveforms based on channel number
+
+    m_data->Stores["ANNIEEvent"]->GetEntry(eventNo);
+    if (LAPPDStoreReadInVerbosity > 2)
+        cout << "Got eventNo " << eventNo << endl;
+
+    // if loaded enough events, stop the loop and return false
+    if (NonEmptyEvents == stopEntries)
+    {
+        if (LAPPDStoreReadInVerbosity > 0)
+            cout << "LAPPDStoreReadIn: NonEmptyEvents is " << NonEmptyEvents << ", stopEntries is " << stopEntries << ", stop the loop" << endl;
+        m_data->vars.Set("StopLoop", 1);
+        return false;
+    }
+
+    std::map<std::string, bool> DataStreams;
+    m_data->Stores["ANNIEEvent"]->Get("DataStreams", DataStreams);
+    if (mergedEvent)
+        DataStreams["LAPPD"] = true;
+
+    if (loadPSEC || loadPPS)
+    { // if load any kind of data
+        // if there is no LAPPD data in event store, and not getting data from CStore, return false, don't load
+        if (!DataStreams["LAPPD"] && PsecReceiveMode == 0)
+        {
+            return false;
+        }
+        else if (PsecReceiveMode == 1) // no LAPPD data in event store, but load from CStore (for merging LAPPD to ANNIEEvent)
+        {                              // only get PSEC data from CStore, no PPS
+            // if loading from raw data, and the loading was set to pause, return false
+            bool LAPPDRawLoadingPaused = false;
+            m_data->CStore.Get("PauseLAPPDDecoding", LAPPDRawLoadingPaused);
+            if (LAPPDRawLoadingPaused){
+                m_data->CStore.Set("NewLAPPDDataAvailable",false);
+                return false;
+            }
+                
+
+            PsecData dat;
+            bool getData = m_data->CStore.Get("LAPPDData", dat);
+            if(getData){
+                m_data->CStore.Set("StoreLoadedLAPPDData",dat);
+            }
+            if (LAPPDStoreReadInVerbosity > 0)
+                cout << "LAPPDStoreReadIn: getting LAPPDData from CStore" << endl;
+            bool mergingLoad;
+            // if in merging mode, but no LAPPD data in CStore, return false, don't load
+            m_data->CStore.Get("LAPPDanaData", mergingLoad);
+            if (!mergingLoad && mergingModeReadIn)
+            {
+                if (LAPPDStoreReadInVerbosity > 0)
+                    cout << "LAPPDStoreReadIn: mergingMode is true but LAPPDanaData is false, set LAPPDana to false" << endl;
+                return false;
+            }
+            if (getData)
+            {
+                vector<unsigned int> errorcodes = dat.errorcodes;
+                if (errorcodes.size() == 1 && errorcodes[0] == 0x00000000)
+                {
+                    if (LAPPDStoreReadInVerbosity > 1)
+                        printf("No errorcodes found all good: 0x%08x\n", errorcodes[0]);
+                }
+                else
+                {
+                    printf("When Loading PPS: Errorcodes found: %li\n", errorcodes.size());
+                    for (unsigned int k = 0; k < errorcodes.size(); k++)
+                    {
+                        printf("Errorcode: 0x%08x\n", errorcodes[k]);
+                    }
+                    errorEventsNumber++;
+                    return false;
+                }
+                ReadBoards = dat.BoardIndex;
+                Raw_buffer = dat.RawWaveform;
+                LAPPD_ID = dat.LAPPD_ID;
+                if (LAPPD_ID != SelectedLAPPD && SelectSingleLAPPD)
+                    return false;
+                m_data->CStore.Set("PsecTimestamp", dat.Timestamp);
+                if (LAPPDStoreReadInVerbosity > 2)
+                {
+                    cout << " Got Data " << endl;
+                    dat.Print();
+                }
+                int frameType = static_cast<int>(Raw_buffer.size() / ReadBoards.size());
+                if (LAPPDStoreReadInVerbosity > 0)
+                    cout << "LAPPDStoreReadIn: got Data from CStore, frame type is " << frameType << endl;
+                if (loadPSEC)
+                {
+                    if (frameType == num_vector_data)
+                    {
+                        m_data->CStore.Set("LoadingPPS", false);
+                        return true;
+                    }
+                }
+                if (loadPPS)
+                {
+                    if (frameType == num_vector_pps)
+                    {
+                        m_data->CStore.Set("LoadingPPS", true);
+                        return true;
+                    }
+                }
+                return false;
+            }
+            else
+            {
+                return false;
+            }
+        }
+        else if (DataStreams["LAPPD"] && PsecReceiveMode == 0)
+        {
+            PsecData dat;
+            m_data->Stores["ANNIEEvent"]->Get("LAPPDData", dat);
+            ReadBoards = dat.BoardIndex;
+            Raw_buffer = dat.RawWaveform;
+            LAPPD_ID = dat.LAPPD_ID;
+            if (LAPPD_ID != SelectedLAPPD && SelectSingleLAPPD)
+                return false;
+            m_data->CStore.Set("PsecTimestamp", dat.Timestamp);
+
+            if (Raw_buffer.size() != 0 || ReadBoards.size() != 0)
+            {
+                if (LAPPDStoreReadInVerbosity > 0)
+                {
+                    cout << "Getting data length format" << static_cast<int>(Raw_buffer.size() / ReadBoards.size()) << ", psec timestamp is " << dat.Timestamp << endl;
+                    cout << "ReadBoards size " << ReadBoards.size() << " Raw_buffer size " << Raw_buffer.size() << " LAPPD_ID " << LAPPD_ID << endl;
+                }
+            }
+            else
+            {
+                cout << "LAPPDStoreReadIn: loading data with raw buffer size 0 or ReadBoards size 0, skip loading" << endl;
+                cout << "ReadBoards size " << ReadBoards.size() << " Raw_buffer size " << Raw_buffer.size() << " LAPPD_ID " << LAPPD_ID << endl;
+
+                return false;
+            }
+            return true;
+        }
+        else if (DataStreams["LAPPD"] && MultiLAPPDMap)
+        {
+            bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
+            if (LAPPDStoreReadInVerbosity > 0)
+                cout << "LAPPDStoreReadIn: getting LAPPDDataMap from ANNIEEvent" << endl;
+            if (getMap)
+                return true;
+        }
+    }
+    return false; // if not any of the above, return false
+}
+
+void LAPPDLoadStore::ParsePPSData()
+{
+    if (LAPPDStoreReadInVerbosity > 0)
+        cout << "Loading PPS frame size " << pps.size() << endl;
+    std::vector<unsigned short> pps = Raw_buffer;
+    std::vector<unsigned long> pps_vector;
+    std::vector<unsigned long> pps_count_vector;
+
+    unsigned long pps_timestamp = 0;
+    unsigned long ppscount = 0;
+    for (int s = 0; s < ReadBoards.size(); s++)
+    {
+        unsigned short pps_63_48 = pps.at(2 + 16 * s);
+        unsigned short pps_47_32 = pps.at(3 + 16 * s);
+        unsigned short pps_31_16 = pps.at(4 + 16 * s);
+        unsigned short pps_15_0 = pps.at(5 + 16 * s);
+        std::bitset<16> bits_pps_63_48(pps_63_48);
+        std::bitset<16> bits_pps_47_32(pps_47_32);
+        std::bitset<16> bits_pps_31_16(pps_31_16);
+        std::bitset<16> bits_pps_15_0(pps_15_0);
+        unsigned long pps_63_0 = (static_cast<unsigned long>(pps_63_48) << 48) + (static_cast<unsigned long>(pps_47_32) << 32) + (static_cast<unsigned long>(pps_31_16) << 16) + (static_cast<unsigned long>(pps_15_0));
+        if (LAPPDStoreReadInVerbosity > 0)
+            std::cout << "pps combined: " << pps_63_0 << std::endl;
+        std::bitset<64> bits_pps_63_0(pps_63_0);
+        // pps_timestamp = pps_63_0 * (CLOCK_to_NSEC); // NOTE: Don't do convert to ns because of the precision, do this in later tools
+        pps_timestamp = pps_63_0;
+        // LAPPDPPS->push_back(pps_timestamp);
+        if (LAPPDStoreReadInVerbosity > 0)
+            std::cout << "Adding timestamp " << pps_timestamp << " to LAPPDPPS" << std::endl;
+        pps_vector.push_back(pps_timestamp);
+
+        unsigned short ppscount_31_16 = pps.at(8 + 16 * s);
+        unsigned short ppscount_15_0 = pps.at(9 + 16 * s);
+        std::bitset<16> bits_ppscount_31_16(ppscount_31_16);
+        std::bitset<16> bits_ppscount_15_0(ppscount_15_0);
+        unsigned long ppscount_31_0 = (static_cast<unsigned long>(ppscount_31_16) << 16) + (static_cast<unsigned long>(ppscount_15_0));
+        if (LAPPDStoreReadInVerbosity > 0)
+            std::cout << "pps count combined: " << ppscount_31_0 << std::endl;
+        std::bitset<32> bits_ppscount_31_0(ppscount_31_0);
+        ppscount = ppscount_31_0;
+        pps_count_vector.push_back(ppscount);
+
+        if (LAPPDStoreReadInVerbosity > 8)
+        {
+            // Print the bitsets
+            cout << "******************************" << endl;
+            std::cout << "printing ACDC " << s << ": " << endl;
+            std::cout << "bits_pps_63_48: " << bits_pps_63_48 << std::endl;
+            std::cout << "bits_pps_47_32: " << bits_pps_47_32 << std::endl;
+            std::cout << "bits_pps_31_16: " << bits_pps_31_16 << std::endl;
+            std::cout << "bits_pps_15_0: " << bits_pps_15_0 << std::endl;
+            // Print the unsigned shorts
+            std::cout << "pps_63_48: " << pps_63_48 << std::endl;
+            std::cout << "pps_47_32: " << pps_47_32 << std::endl;
+            std::cout << "pps_31_16: " << pps_31_16 << std::endl;
+            std::cout << "pps_15_0: " << pps_15_0 << std::endl;
+            std::cout << "pps_63_0: " << pps_63_0 << std::endl;
+            std::cout << "pps_63_0 after conversion in double: " << pps_timestamp << endl;
+
+            for (int x = 0; x < 16; x++)
+            {
+                std::bitset<16> bit_pps_here(pps.at(x + 16 * s));
+                cout << "unsigned short at " << x << " : " << pps.at(x + 16 * s) << ", bit at " << x << " is: " << bit_pps_here << endl;
+                ;
+            }
+        }
+    }
+
+    // double ppsDiff = static_cast<double>(pps_vector.at(0)) - static_cast<double>(pps_vector.at(1));
+    unsigned long ppsDiff = pps_vector.at(0) - pps_vector.at(1);
+    m_data->CStore.Set("LAPPDPPScount0", pps_count_vector.at(0));
+    m_data->CStore.Set("LAPPDPPScount1", pps_count_vector.at(1));
+    m_data->CStore.Set("LAPPDPPScount", pps_count_vector);
+    m_data->CStore.Set("LAPPDPPSDiff0to1", ppsDiff);
+    m_data->CStore.Set("LAPPDPPSVector", pps_vector);
+
+    m_data->CStore.Set("LAPPDPPStimestamp0", pps_vector.at(0));
+    m_data->CStore.Set("LAPPDPPStimestamp1", pps_vector.at(1));
+    m_data->CStore.Set("LAPPDPPShere", true);
+    m_data->CStore.Set("LAPPD_ID", LAPPD_ID);
+
+    PPSnumber++;
+}
+
+bool LAPPDLoadStore::ParsePSECData()
+{
+    if (LAPPDStoreReadInVerbosity > 0)
+        std::cout << "PSEC Data Frame was read! Starting the parsing!" << std::endl;
+
+    // while loading single PsecData Object, parse the data by LAPPDID and number of boards on each LAPPD and channel on each board
+    //  Create a vector of paraphrased board indices
+    //  the board indices goes with LAPPD ID. For example, LAPPD ID = 2, we will have board = 4,5
+    //  this need to be converted to 0,1
+    int nbi = ReadBoards.size();
+    if (LAPPDStoreReadInVerbosity > 0 && nbi != 2)
+        cout << "Number of board is " << nbi << endl;
+    if (nbi == 0)
+    {
+        cout << "LAPPDStoreReadIn: error here! number of board is 0" << endl;
+        errorEventsNumber++;
+        return false;
+    }
+    if (nbi % 2 != 0)
+    {
+        errorEventsNumber++;
+        cout << "LAPPDStoreReadIn: uneven number of boards in this event" << endl;
+        if (nbi == 1)
+        {
+            ParaBoards.push_back(ReadBoards[0]);
+        }
+        else
+        {
+            return false;
+        }
+    }
+    else
+    {
+        for (int cbi = 0; cbi < nbi; cbi++)
+        {
+            ParaBoards.push_back(cbi);
+            if (LAPPDStoreReadInVerbosity > 2)
+                cout << "Board " << cbi << " is added to the list of boards to be parsed!" << endl;
+        }
+    }
+    // loop all boards, 0, 1
+    for (int bi : ParaBoards)
+    {
+        Parse_buffer.clear();
+        if (LAPPDStoreReadInVerbosity > 2)
+            std::cout << "Starting with board " << ReadBoards[bi] << std::endl;
+        // Go over all ACDC board data frames by seperating them
+        int frametype = static_cast<int>(Raw_buffer.size() / ReadBoards.size());
+        for (int c = bi * frametype; c < (bi + 1) * frametype; c++)
+        {
+            Parse_buffer.push_back(Raw_buffer[c]);
+        }
+        if (LAPPDStoreReadInVerbosity > 2)
+            std::cout << "Data for board " << ReadBoards[bi] << " was grabbed!" << std::endl;
+
+        // Grab the parsed data and give it to a global variable 'data'
+        // insert the data start with channel number 30*ReadBoards[bi]
+        // for instance, when bi=0 , LAPPD ID = 2, ReadBoards[bi] = 4, insert to channel number start with 120, to 150
+        retval = getParsedData(Parse_buffer, ReadBoards[bi] * NUM_CH); //(because there are only 2 boards, so it's 0*30 or 1*30). Inserting the channel number start from this then ++ to 30
+        if (retval == 0)
+        {
+            if (LAPPDStoreReadInVerbosity > 2)
+                std::cout << "Data for board " << ReadBoards[bi] << " was parsed!" << std::endl;
+            // Grab the parsed metadata and give it to a global variable 'meta'
+            retval = getParsedMeta(Parse_buffer, ReadBoards[bi]);
+            if (retval != 0)
+            {
+                std::cout << "Meta parsing went wrong! " << retval << endl;
+                return false;
+            }
+            else
+            {
+                if (LAPPDStoreReadInVerbosity > 2)
+                    std::cout << "Meta for board " << ReadBoards[bi] << " was parsed!" << std::endl;
+            }
+        }
+        else
+        {
+            std::cout << "Parsing went wrong! " << retval << endl;
+            return false;
+        }
+    }
+
+    return true;
+}
+
+bool LAPPDLoadStore::DoPedestalSubtract()
+{
+    Waveform<double> tmpWave;
+    vector<Waveform<double>> VecTmpWave;
+    int pedval, val;
+    // Loop over data stream
+    for (std::map<int, vector<unsigned short>>::iterator it = data.begin(); it != data.end(); ++it) // looping over the data map by channel number, from 0 to 60
+    {
+        int wrongPedChannel = 0;
+        for (int kvec = 0; kvec < it->second.size(); kvec++)
+        { // loop all data point in this channel
+            if (DoPedSubtract == 1)
+            {
+                auto iter = PedestalValues->find((it->first));
+                if (iter != PedestalValues->end() && iter->second.size() > kvec)
+                {
+                    pedval = iter->second.at(kvec);
+                }
+                else
+                {
+                    pedval = 0;
+                    wrongPedChannel = (it->first);
+                }
+            }
+            else
+            {
+                pedval = 0;
+            }
+            val = it->second.at(kvec);
+            tmpWave.PushSample(0.3 * (double)(val - pedval));
+        }
+        if (wrongPedChannel != 0)
+            cout << "Pedestal value not found for channel " << wrongPedChannel << "with it->first channel" << it->first << ", LAPPD channel shift " << LAPPD_ID * 60 << endl;
+
+        VecTmpWave.push_back(tmpWave);
+
+        unsigned long pushChannelNo = (unsigned long)it->first;
+        LAPPDWaveforms.insert(pair<unsigned long, vector<Waveform<double>>>(pushChannelNo, VecTmpWave));
+
+        tmpWave.ClearSamples();
+        VecTmpWave.clear();
+    }
+    return true;
+}
+
+void LAPPDLoadStore::SaveTimeStamps()
+{
+    unsigned short beamgate_63_48 = meta.at(7);
+    unsigned short beamgate_47_32 = meta.at(27);
+    unsigned short beamgate_31_16 = meta.at(47);
+    unsigned short beamgate_15_0 = meta.at(67);
+    std::bitset<16> bits_beamgate_63_48(beamgate_63_48);
+    std::bitset<16> bits_beamgate_47_32(beamgate_47_32);
+    std::bitset<16> bits_beamgate_31_16(beamgate_31_16);
+    std::bitset<16> bits_beamgate_15_0(beamgate_15_0);
+    unsigned long beamgate_63_0 = (static_cast<unsigned long>(beamgate_63_48) << 48) + (static_cast<unsigned long>(beamgate_47_32) << 32) + (static_cast<unsigned long>(beamgate_31_16) << 16) + (static_cast<unsigned long>(beamgate_15_0));
+    std::bitset<64> bits_beamgate_63_0(beamgate_63_0);
+    unsigned long beamgate_timestamp = beamgate_63_0 * (CLOCK_to_NSEC);
+    m_data->CStore.Set("LAPPDbeamgate", beamgate_timestamp);
+    m_data->CStore.Set("LAPPDBeamgate_Raw", beamgate_63_0);
+
+    unsigned long BGTruncation = beamgate_63_0 % 8;
+    unsigned long BGTruncated = beamgate_63_0 - BGTruncation;
+    unsigned long BGInt = BGTruncated / 8 * 25;
+    unsigned long BGIntTruncation = BGTruncation * 3;
+    // save these two to CStore
+    double BGFloat = BGTruncation * 0.125;
+    unsigned long BGIntCombined = BGInt + BGIntTruncation;
+    m_data->CStore.Set("LAPPDBGIntCombined", BGIntCombined);
+    m_data->CStore.Set("LAPPDBGFloat", BGFloat);
+
+    unsigned short timestamp_63_48 = meta.at(70);
+    unsigned short timestamp_47_32 = meta.at(50);
+    unsigned short timestamp_31_16 = meta.at(30);
+    unsigned short timestamp_15_0 = meta.at(10);
+    std::bitset<16> bits_timestamp_63_48(timestamp_63_48);
+    std::bitset<16> bits_timestamp_47_32(timestamp_47_32);
+    std::bitset<16> bits_timestamp_31_16(timestamp_31_16);
+    std::bitset<16> bits_timestamp_15_0(timestamp_15_0);
+    unsigned long timestamp_63_0 = (static_cast<unsigned long>(timestamp_63_48) << 48) + (static_cast<unsigned long>(timestamp_47_32) << 32) + (static_cast<unsigned long>(timestamp_31_16) << 16) + (static_cast<unsigned long>(timestamp_15_0));
+    unsigned long lappd_timestamp = timestamp_63_0 * (CLOCK_to_NSEC);
+    m_data->CStore.Set("LAPPDtimestamp", lappd_timestamp);
+    m_data->CStore.Set("LAPPDTimestamp_Raw", timestamp_63_0);
+
+    unsigned long TSTruncation = timestamp_63_0 % 8;
+    unsigned long TSTruncated = timestamp_63_0 - TSTruncation;
+    unsigned long TSInt = TSTruncated / 8 * 25;
+    unsigned long TSIntTruncation = TSTruncation * 3;
+    // save these two to CStore
+    double TSFloat = TSTruncation * 0.125;
+    unsigned long TSIntCombined = TSInt + TSIntTruncation;
+    m_data->CStore.Set("LAPPDTSIntCombined", TSIntCombined);
+    m_data->CStore.Set("LAPPDTSFloat", TSFloat);
+
+    m_data->Stores["ANNIEEvent"]->Set("LAPPDbeamgate", beamgate_timestamp); // in ns
+    m_data->Stores["ANNIEEvent"]->Set("LAPPDtimestamp", lappd_timestamp);   // in ns
+    m_data->Stores["ANNIEEvent"]->Set("LAPPDBeamgate_Raw", beamgate_63_0);
+    m_data->Stores["ANNIEEvent"]->Set("LAPPDTimestamp_Raw", timestamp_63_0);
+
+debugStoreReadIn<<eventNo<<" LAPPDStoreReadIn, Saving timestamps, beamgate_timestamp: "<<beamgate_63_0<<", lappd_timestamp: "<<timestamp_63_0<<endl;
+
+    if (loadOffsets && runInfoLoaded)
+    {
+        // run number + sub run number + partfile number + LAPPD_ID to make a string key
+        // search it in the maps, then load
+        SaveOffsets();
+    }
+    m_data->CStore.Set("LAPPD_new_event", true);
+}
+
+void LAPPDLoadStore::SaveOffsets()
+{
+
+    std::string key = std::to_string(runNumber) + "_" + std::to_string(subRunNumber) + "_" + std::to_string(partFileNumber) + "_" + std::to_string(LAPPD_ID);
+
+    int LAPPDBGCorrection = 0;
+    int LAPPDTSCorrection = 0;
+    int LAPPDOffset_minus_ps = 0;
+    uint64_t LAPPDOffset = 0;
+
+    // Check if the key exists and the index is within range for BGCorrections
+    if (BGCorrections.find(key) != BGCorrections.end() && eventNumberInPF < BGCorrections[key].size())
+    {
+        LAPPDBGCorrection = BGCorrections[key][eventNumberInPF];
+    }
+    else
+    {
+        if (BGCorrections.find(key) == BGCorrections.end())
+        {
+            std::cerr << "Error: Key not found in BGCorrections: " << key << std::endl;
+        }
+        else
+        {
+            std::cerr << "Error: eventNumberInPF out of range for BGCorrections with key: " << key << std::endl;
+        }
+    }
+
+    // Repeat the checks for TSCorrections, Offsets_minus_ps, and Offsets
+    if (TSCorrections.find(key) != TSCorrections.end() && eventNumberInPF < TSCorrections[key].size())
+    {
+        LAPPDTSCorrection = TSCorrections[key][eventNumberInPF];
+    }
+    else
+    {
+        if (TSCorrections.find(key) == TSCorrections.end())
+        {
+            std::cerr << "Error: Key not found in TSCorrections: " << key << std::endl;
+        }
+        else
+        {
+            std::cerr << "Error: eventNumberInPF out of range for TSCorrections with key: " << key << std::endl;
+        }
+    }
+
+    if (Offsets_minus_ps.find(key) != Offsets_minus_ps.end() && eventNumberInPF < Offsets_minus_ps[key].size())
+    {
+        LAPPDOffset_minus_ps = Offsets_minus_ps[key][eventNumberInPF];
+    }
+    else
+    {
+        if (Offsets_minus_ps.find(key) == Offsets_minus_ps.end())
+        {
+            std::cerr << "Error: Key not found in Offsets_minus_ps: " << key << std::endl;
+        }
+        else
+        {
+            std::cerr << "Error: eventNumberInPF out of range for Offsets_minus_ps with key: " << key << std::endl;
+        }
+    }
+
+    if (Offsets.find(key) != Offsets.end() && eventNumberInPF < Offsets[key].size())
+    {
+        LAPPDOffset = Offsets[key][eventNumberInPF];
+    }
+    else
+    {
+        if (Offsets.find(key) == Offsets.end())
+        {
+            std::cerr << "Error: Key not found in Offsets: " << key << std::endl;
+        }
+        else
+        {
+            std::cerr << "Error: eventNumberInPF out of range for Offsets with key: " << key << std::endl;
+        }
+    }
+
+    // start to fill data
+    m_data->CStore.Set("LAPPDBGCorrection", LAPPDBGCorrection);
+    m_data->CStore.Set("LAPPDTSCorrection", LAPPDTSCorrection);
+    m_data->CStore.Set("LAPPDOffset", LAPPDOffset);
+    m_data->CStore.Set("LAPPDOffset_minus_ps", LAPPDOffset_minus_ps);
+
+    cout<<"LAPPDStoreReadIn, Saving offsets and corrections, key: "<<key<<", LAPPDOffset: "<<LAPPDOffset<<", LAPPDOffset_minus_ps: "<<LAPPDOffset_minus_ps<<", LAPPDBGCorrection: "<<LAPPDBGCorrection<<", LAPPDTSCorrection: "<<LAPPDTSCorrection<<endl;
+
+    debugStoreReadIn<<eventNo<<"+LAPPDStoreReadIn, Saving offsets and corrections, key: "<<key<<", LAPPDOffset: "<<LAPPDOffset<<", LAPPDOffset_minus_ps: "<<LAPPDOffset_minus_ps<<", LAPPDBGCorrection: "<<LAPPDBGCorrection<<", LAPPDTSCorrection: "<<LAPPDTSCorrection<<endl;
+    }
+
+void LAPPDLoadStore::LoadOffsetsAndCorrections()
+{
+    // load here from the root tree to:
+    /*
+    std::map<string, vector<uint64_t>> Offsets; //Loaded offset, use string = run number + sub run number + partfile number as key.
+    std::map<string, vector<int>> Offsets_minus_ps; //offset in ps, use offset - this/1e3 as the real offset
+    std::map<string, vector<int>> BGCorrections; //Loaded BGcorrections, same key as Offsets, but offset saved on event by event basis in that part file, in unit of ticks
+    std::map<string, vector<int>> TSCorrections; //TS corrections, in unit of ticks
+    */
+
+    TFile *file = new TFile("offsetFitResult.root", "READ");
+    TTree *tree;
+    file->GetObject("Events", tree);
+
+    if (!tree)
+    {
+        std::cerr << "LAPPDStoreReadIn Loading offsets, Tree not found!" << std::endl;
+        return;
+    }
+
+    int runNumber, subRunNumber, partFileNumber, LAPPD_ID;
+    ULong64_t final_offset_ns_0, final_offset_ps_negative_0, EventIndex;
+    ULong64_t BGCorrection_tick, TSCorrection_tick;
+    tree->SetBranchAddress("runNumber", &runNumber);
+    tree->SetBranchAddress("subRunNumber", &subRunNumber);
+    tree->SetBranchAddress("partFileNumber", &partFileNumber);
+    tree->SetBranchAddress("LAPPD_ID", &LAPPD_ID);
+    tree->SetBranchAddress("EventIndex", &EventIndex);
+    tree->SetBranchAddress("final_offset_ns_0", &final_offset_ns_0);
+    tree->SetBranchAddress("final_offset_ps_negative_0", &final_offset_ps_negative_0);
+    tree->SetBranchAddress("BGCorrection_tick", &BGCorrection_tick);
+    tree->SetBranchAddress("TSCorrection_tick", &TSCorrection_tick);
+
+    Long64_t nentries = tree->GetEntries();
+    cout<<"LAPPDStoreReadIn Loading offsets and corrections, total entries: "<<nentries<<endl;
+    for (Long64_t i = 0; i < nentries; ++i)
+    {
+        tree->GetEntry(i);
+
+        std::string key = std::to_string(runNumber) + "_" + std::to_string(subRunNumber) + "_" + std::to_string(partFileNumber) + "_" + std::to_string(LAPPD_ID);
+
+        // Prepare the vector sizes for each map
+        if (Offsets[key].size() <= EventIndex)
+        {
+            Offsets[key].resize(EventIndex + 1);
+            Offsets_minus_ps[key].resize(EventIndex + 1);
+            BGCorrections[key].resize(EventIndex + 1);
+            TSCorrections[key].resize(EventIndex + 1);
+        }
+
+        // Now using EventIndex to place each event correctly
+        Offsets[key][EventIndex] = final_offset_ns_0;
+        Offsets_minus_ps[key][EventIndex] = static_cast<int>(final_offset_ps_negative_0);
+        BGCorrections[key][EventIndex] = static_cast<int>(BGCorrection_tick) - 1000;
+        TSCorrections[key][EventIndex] = static_cast<int>(TSCorrection_tick) - 1000;
+
+        if(i%(static_cast<int>(nentries/10))==0)
+            {cout<<"LAPPDStoreReadIn Loading offsets and corrections, "<<i<<" entries loaded"<<endl;
+            cout<<"Printing key: "<<key<<", EventIndex: "<<EventIndex<<", final_offset_ns_0: "<<final_offset_ns_0<<", final_offset_ps_negative_0: "<<final_offset_ps_negative_0<<", BGCorrection_tick: "<<BGCorrection_tick<<", TSCorrection_tick: "<<TSCorrection_tick<<endl;
+            }
+    }
+
+    file->Close();
+    delete file;
+
+    // The data structures are now correctly filled and can be used as needed.
+}
+
+void LAPPDLoadStore::LoadRunInfo()
+{
+    if(LAPPDStoreReadInVerbosity>0)
+        cout<<"LAPPDStoreReadIn, Loading run info"<<endl;
+    int PFNumberBeforeGet = partFileNumber;
+    m_data->CStore.Get("rawFileNumber", partFileNumber);
+    m_data->CStore.Get("runNumber", runNumber);
+    m_data->CStore.Get("subrunNumber", subRunNumber);
+
+    if (partFileNumber != PFNumberBeforeGet)
+    {
+        eventNumberInPF = 0;
+    }
+    else
+    {
+        eventNumberInPF++;
+    }
+    if(LAPPDStoreReadInVerbosity>0)
+        cout<<"LAPPDStoreReadIn, Loaded run info, runNumber: "<<runNumber<<", subRunNumber: "<<subRunNumber<<", partFileNumber: "<<partFileNumber<<", eventNumberInPF: "<<eventNumberInPF<<endl;
+}
\ No newline at end of file
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
new file mode 100644
index 000000000..0256b1aa0
--- /dev/null
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
@@ -0,0 +1,128 @@
+#ifndef LAPPDLoadStore_H
+#define LAPPDLoadStore_H
+
+#include <string>
+#include <iostream>
+#include <map>
+#include <bitset>
+#include <fstream>
+#include "Tool.h"
+#include "PsecData.h"
+#include "TFile.h"
+#include "TTree.h"
+
+#define NUM_CH 30
+#define NUM_PSEC 5
+#define NUM_SAMP 256
+
+using namespace std;
+/**
+ * \class LAPPDLoadStore
+ *
+ * Load LAPPD PSEC data and PPS data from BoostStore.
+ *
+ */
+class LAPPDLoadStore : public Tool
+{
+
+public:
+    LAPPDLoadStore();                                       ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+    bool ReadPedestals(int boardNo);                          ///< Read in the Pedestal Files
+    bool MakePedestals();                                     ///< Make a Pedestal File
+
+    int getParsedData(vector<unsigned short> buffer, int ch_start);
+    int getParsedMeta(vector<unsigned short> buffer, int BoardId);
+
+    void CleanDataObjects();
+    bool LoadData();
+    bool ParsePSECData();
+    void ParsePPSData();
+    bool DoPedestalSubtract();
+    void SaveTimeStamps(); // save some timestamps relate to this event
+    void LoadOffsetsAndCorrections();
+    void LoadRunInfo();
+    void SaveOffsets();
+
+private:
+    // This tool, control variables (only used in this tool, every thing that is not an data object)
+    // Variables that you get from the config file
+    int ReadStore;         // read data from a StoreFile (tool chain start with this tool rather than LoadANNIEEvent)
+    int Nboards;           // total number of boards to load pedestal file, LAPPD number * 2
+    string PedFileName;    // store format pedestal file name
+    string PedFileNameTXT; // txt format pedestal file name
+    int DoPedSubtract;     // 1: do pedestal subtraction, 0: don't do pedestal subtraction
+    int LAPPDStoreReadInVerbosity;
+    int num_vector_data;
+    int num_vector_pps;
+    bool SelectSingleLAPPD;
+    int SelectedLAPPD;
+    bool mergingModeReadIn;
+    bool ReadStorePdeFile;
+    bool MultiLAPPDMap; // loading map of multiple LAPPDs from ANNIEEvent
+    bool loadOffsets;
+    // Variables that you need in the tool
+    int retval; // track the data parsing and meta parsing status
+    int eventNo;
+    double CLOCK_to_NSEC;
+    int errorEventsNumber;
+    bool runInfoLoaded;
+    
+
+    // LAPPD tool chain, control variables (Will be shared in multiple LAPPD tools to show the state of the tool chain in each loop)
+    // Variables that you get from the config file
+    int stopEntries;      // stop tool chain after loading this number of PSEC data events
+    int NonEmptyEvents;   // count how many non empty data events were loaded
+    bool PsecReceiveMode; // Get PSEC data from CStore or Stores["ANNIEEvent"]. 1: CStore, 0: Stores["ANNIEEvent"]
+    string OutputWavLabel;
+    string InputWavLabel;
+    int NChannels;
+    int Nsamples;
+    int TrigChannel;
+    double SampleSize;
+    int LAPPDchannelOffset;
+    int PPSnumber;
+    bool loadPPS;
+    bool loadPSEC;
+    bool mergedEvent; // in some merged Event, the LAPPD events was merged to ANNIEEvent, but the data stream was not changed to be true. use this = 1 to read it
+    bool LAPPDana;    // run other LAPPD tools
+    // Variables that you need in the tool
+    bool isCFD;
+    bool isBLsub;
+    bool isFiltered;
+    int EventType; // 0: PSEC, 1: PPS
+    // LAPPD tool chain, data variables. (Will be used in multiple LAPPD tools)
+    // everything you get or set to Store, which means it may be used in other tools or it's from other tools
+    int LAPPD_ID;
+    vector<int> ParaBoards; // save the board index for this PsecData
+    std::map<unsigned long, vector<Waveform<double>>> LAPPDWaveforms;
+
+    // This tool, data variables (only used in this tool, every thing that is an data object)
+    ifstream PedFile;   // stream for reading in the Pedestal Files
+    string NewFileName; // name of the new Data File
+    std::map<unsigned long, vector<int>> *PedestalValues;
+    std::vector<unsigned short> Raw_buffer;
+    std::vector<unsigned short> Parse_buffer;
+    std::vector<int> ReadBoards;
+    std::map<int, vector<unsigned short>> data;
+    vector<unsigned short> meta;
+    vector<unsigned short> pps;
+    vector<int> LAPPD_ID_Channel;     // for each LAPPD, how many channels on it's each board
+    vector<int> LAPPD_ID_BoardNumber; // for each LAPPD, how many boards with it
+    std::map<unsigned long, PsecData> LAPPDDataMap;
+
+    // data variables don't need to be cleared in each loop
+    std::map<string, vector<uint64_t>> Offsets;     // Loaded offset, use string = run number + sub run number + partfile number as key.
+    std::map<string, vector<int>> Offsets_minus_ps; // offset in ps, use offset - this/1e3 as the real offset
+    std::map<string, vector<int>> BGCorrections;    // Loaded BGcorrections, same key as Offsets, but offset saved on event by event basis in that part file, in unit of ticks
+    std::map<string, vector<int>> TSCorrections;    // TS corrections, in unit of ticks
+    int runNumber;
+    int subRunNumber;
+    int partFileNumber;
+    int eventNumberInPF;
+    std::ofstream debugStoreReadIn;
+};
+
+#endif
diff --git a/UserTools/LAPPDLoadStore/README.md b/UserTools/LAPPDLoadStore/README.md
new file mode 100644
index 000000000..ec08cbc11
--- /dev/null
+++ b/UserTools/LAPPDLoadStore/README.md
@@ -0,0 +1,20 @@
+# LAPPDLoadStore
+
+LAPPDLoadStore
+
+## Data
+
+Describe any data formats LAPPDLoadStore creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for LAPPDLoadStore.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/LAPPDPlots/LAPPDPlots.cpp b/UserTools/LAPPDPlots/LAPPDPlots.cpp
new file mode 100644
index 000000000..d48882daa
--- /dev/null
+++ b/UserTools/LAPPDPlots/LAPPDPlots.cpp
@@ -0,0 +1,325 @@
+#include "LAPPDPlots.h"
+
+LAPPDPlots::LAPPDPlots() : Tool() {}
+
+bool LAPPDPlots::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_data->Stores["ANNIEEvent"]->Header->Get("AnnieGeometry", _geom);
+
+  m_variables.Get("LAPPDPlotInputWaveLabel", LAPPDPlotInputWaveLabel);
+  LAPPDPlotsVerbosity = 0;
+  m_variables.Get("LAPPDPlotsVerbosity", LAPPDPlotsVerbosity);
+  CanvasXSubPlotNumber = 2;
+  m_variables.Get("CanvasXSubPlotNumber", CanvasXSubPlotNumber);
+  CanvasYSubPlotNumber = 3;
+  m_variables.Get("CanvasYSubPlotNumber", CanvasYSubPlotNumber);
+  CanvasTotalSubPlotNumber = CanvasXSubPlotNumber * CanvasYSubPlotNumber;
+  Side0EventWaveformDrawPosition = 1;
+  m_variables.Get("Side0EventWaveformDrawPosition", Side0EventWaveformDrawPosition);
+  Side1EventWaveformDrawPosition = 2;
+  m_variables.Get("Side1EventWaveformDrawPosition", Side1EventWaveformDrawPosition);
+  drawTriggerChannel = true;
+  m_variables.Get("drawTriggerChannel", drawTriggerChannel);
+  drawHighThreshold = 50;
+  m_variables.Get("drawHighThreshold", drawHighThreshold);
+  drawLowThreshold = -20;
+  m_variables.Get("drawLowThreshold", drawLowThreshold);
+  titleSize = 0.05;
+  m_variables.Get("titleSize", titleSize);
+  canvasTitleOffset = 1.05;
+  m_variables.Get("canvasTitleOffset", canvasTitleOffset);
+  canvasMargin = 0.15;
+  m_variables.Get("canvasMargin", canvasMargin);
+  CanvasWidth = 800;
+  m_variables.Get("CanvasWidth", CanvasWidth);
+  CanvasHeight = 1200;
+  m_variables.Get("CanvasHeight", CanvasHeight);
+  maxDrawEventNumber = 20;
+  m_variables.Get("maxDrawEventNumber", maxDrawEventNumber);
+  colorPalette = 112;
+  m_variables.Get("colorPalette", colorPalette);
+  DrawEventWaveform = true;
+  m_variables.Get("DrawEventWaveform", DrawEventWaveform);
+  OnlyDrawInBeamWindow = false;
+  m_variables.Get("OnlyDrawInBeamWindow", OnlyDrawInBeamWindow);
+  BeamWindowStart = 8000;
+  m_variables.Get("BeamWindowStart", BeamWindowStart);
+  BeamWindowEnd = 10000;
+  m_variables.Get("BeamWindowEnd", BeamWindowEnd);
+  Side0BinDrawPosition = 3;
+  m_variables.Get("Side0BinDrawPosition", Side0BinDrawPosition);
+  Side1BinDrawPosition = 4;
+  m_variables.Get("Side1BinDrawPosition", Side1BinDrawPosition);
+  DrawBinHist = true;
+  m_variables.Get("DrawBinHist", DrawBinHist);
+  BinHistMin = -20;
+  m_variables.Get("BinHistMin", BinHistMin);
+  BinHistMax = 50;
+  m_variables.Get("BinHistMax", BinHistMax);
+  BinHistNumber = 100;
+  m_variables.Get("BinHistNumber", BinHistNumber);
+
+  eventNumber = 0;
+
+  f = new TFile("LAPPDPlots.root", "RECREATE");
+  c = new TCanvas("c", "c", CanvasWidth, CanvasHeight);
+
+  return true;
+}
+
+bool LAPPDPlots::Execute()
+{
+  m_data->CStore.Get("LAPPDana", LAPPDana);
+  if (!LAPPDana)
+    return true;
+  if (eventNumber > maxDrawEventNumber)
+    return true;
+
+  inBeamWindow = CheckInBeamgateWindow();
+  if (OnlyDrawInBeamWindow && (inBeamWindow == 0 || inBeamWindow == -1))
+    return true;
+
+  c->Clear();
+  c->Divide(CanvasXSubPlotNumber, CanvasYSubPlotNumber);
+
+  if (LAPPDPlotsVerbosity > 0)
+    cout << "Divide canvas into " << CanvasXSubPlotNumber << "x" << CanvasYSubPlotNumber << " subplots" << endl;
+  c->SetTitle("Event " + TString::Itoa(eventNumber, 10));
+  c->SetName("Event" + TString::Itoa(eventNumber, 10));
+  // c->cd(1);
+  gStyle->SetPalette(colorPalette);
+
+  bool gotdata = m_data->Stores["ANNIEEvent"]->Get(LAPPDPlotInputWaveLabel, lappddata);
+  m_data->Stores["ANNIEEvent"]->Get("ACDCboards", ReadBoards);
+  m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
+
+  if (LAPPDPlotsVerbosity > 0)
+    cout << "LAPPDPlots execute with data " << LAPPDPlotInputWaveLabel << ", got data " << gotdata << ", data size " << lappddata.size() << ", Boards number" << ReadBoards.size() << ", ID " << LAPPD_ID << endl;
+
+  if (DrawEventWaveform)
+  {
+    vector<int> DrawPosition = {Side0EventWaveformDrawPosition, Side1EventWaveformDrawPosition};
+    for (int i = 0; i < ReadBoards.size(); i++)
+    {
+      const int drawPosition = DrawPosition[i];
+      TPad *p = (TPad *)c->cd(drawPosition);
+      // c->cd(drawPosition);
+      p->cd();
+      p->SetRightMargin(canvasMargin);
+      p->SetLeftMargin(canvasMargin);
+      p->SetTopMargin(canvasMargin);
+      p->SetBottomMargin(canvasMargin);
+      if (LAPPDPlotsVerbosity > 0)
+        cout << "Drawing board " << ReadBoards[i] << " at position " << DrawPosition[i] << " start" << endl;
+      std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(ReadBoards[i]);
+      TString HistoName = "Event" + TString::Itoa(eventNumber, 10) + "_B" + ReadBoards[i] + "_ID" + LAPPD_ID;
+      // convert BGTiming to string and add to HistoName
+      // if (OnlyDrawInBeamWindow)
+      HistoName += "_BG" + TString::Itoa(BGTiming, 10);
+
+      // DrawEventWaveform(c, DrawPosition[i], HistoName, boarddata);
+      // TH2D h = DrawEventWaveform(HistoName, boarddata);
+
+      int nstrips = 30;
+      if (!drawTriggerChannel)
+        nstrips = 28;
+      TH2D *h = new TH2D(HistoName, HistoName, 256, 0, 256, nstrips, 0 - 0.5, nstrips - 0.5);
+      if (LAPPDPlotsVerbosity > 3)
+        cout << "Start Drawing event waveform with data size = " << boarddata.size() << endl;
+      std::map<unsigned long, vector<Waveform<double>>>::iterator it;
+      for (it = boarddata.begin(); it != boarddata.end(); it++)
+      {
+        unsigned long channelNo = it->first;
+        Waveform<double> w = it->second[0];
+        Channel *ch = _geom->GetChannel(channelNo);
+        int stripNo = ch->GetStripNum();
+        if (LAPPDPlotsVerbosity > 3)
+          cout << "Drawing channel " << channelNo << " strip " << stripNo << ", with sample size " << w.GetSamples()->size() << endl;
+        if (!drawTriggerChannel)
+          if ((channelNo % 1000) % 30 == 5)
+            continue;
+
+        for (int i = 0; i < w.GetSamples()->size(); i++)
+        {
+          h->SetBinContent(i, stripNo + 1, -w.GetSamples()->at(i));
+        }
+      }
+      if (LAPPDPlotsVerbosity > 3)
+        cout << "Finish Drawing event waveform" << endl;
+
+      h->SetMaximum(drawHighThreshold);
+      h->SetMinimum(drawLowThreshold);
+      h->SetStats(0);
+      h->GetXaxis()->SetTitle("Time (ns)");
+      h->GetXaxis()->SetTitleSize(titleSize);
+      h->GetXaxis()->SetTitleOffset(canvasTitleOffset);
+      h->GetYaxis()->SetTitle("Strip Number");
+      h->GetYaxis()->SetTitleSize(titleSize);
+      h->GetYaxis()->SetTitleOffset(canvasTitleOffset);
+      h->GetZaxis()->SetTitle("Amplitude (mV)");
+
+      h->Draw("colz");
+      f->cd();
+      h->Write();
+      if (LAPPDPlotsVerbosity > 0)
+        cout << "Drawing board " << ReadBoards[i] << " finished for Draw Event waveform" << endl;
+    }
+  }
+
+  if (DrawBinHist)
+  {
+
+    vector<int> DrawPositionBinHist = {Side0BinDrawPosition, Side1BinDrawPosition};
+    for (int i = 0; i < ReadBoards.size(); i++)
+    {
+      const int drawPosition = DrawPositionBinHist[i];
+      TPad *p = (TPad *)c->cd(drawPosition);
+      // c->cd(drawPosition);
+      p->cd();
+      p->SetRightMargin(canvasMargin);
+      p->SetLeftMargin(canvasMargin);
+      p->SetTopMargin(canvasMargin);
+      p->SetBottomMargin(canvasMargin);
+      if (LAPPDPlotsVerbosity > 0)
+        cout << "Drawing board " << ReadBoards[i] << " at position " << DrawPositionBinHist[i] << " start" << endl;
+      std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(ReadBoards[i]);
+      TString HistoName = "Event" + TString::Itoa(eventNumber, 10) + "_Bin_B" + ReadBoards[i] + "_ID" + LAPPD_ID;
+      // convert BGTiming to string and add to HistoName
+      // if (OnlyDrawInBeamWindow)
+      HistoName += "_BG" + TString::Itoa(BGTiming, 10);
+
+      int nstrips = 30;
+      if (!drawTriggerChannel)
+        nstrips = 28;
+      const double BinHistMinConst = BinHistMin;
+      const double BinHistMaxConst = BinHistMax;
+      const int BinHistNumberConst = BinHistNumber;
+      TH2D *h = new TH2D(HistoName, HistoName, BinHistNumberConst, BinHistMinConst, BinHistMaxConst, nstrips, 0 - 0.5, nstrips - 0.5);
+      if (LAPPDPlotsVerbosity > 3)
+        cout << "Start Drawing event waveform with data size = " << boarddata.size() << endl;
+      std::map<unsigned long, vector<Waveform<double>>>::iterator it;
+      for (it = boarddata.begin(); it != boarddata.end(); it++)
+      {
+        unsigned long channelNo = it->first;
+        Waveform<double> w = it->second[0];
+        Channel *ch = _geom->GetChannel(channelNo);
+        int stripNo = ch->GetStripNum();
+        if (LAPPDPlotsVerbosity > 3)
+          cout << "Drawing channel " << channelNo << " strip " << stripNo << ", with sample size " << w.GetSamples()->size() << endl;
+        if (!drawTriggerChannel)
+          if ((channelNo % 1000) % 30 == 5)
+            continue;
+
+        for (int i = 0; i < w.GetSamples()->size(); i++)
+        {
+          h->Fill(-w.GetSamples()->at(i), stripNo + 1);
+        }
+      }
+      if (LAPPDPlotsVerbosity > 3)
+        cout << "Finish Drawing event waveform" << endl;
+
+      h->SetStats(0);
+      h->GetXaxis()->SetTitle("Amplitude (mV)");
+      h->GetXaxis()->SetTitleSize(titleSize);
+      h->GetXaxis()->SetTitleOffset(canvasTitleOffset);
+      h->GetYaxis()->SetTitle("Strip Number");
+      h->GetYaxis()->SetTitleSize(titleSize);
+      h->GetYaxis()->SetTitleOffset(canvasTitleOffset);
+      h->GetZaxis()->SetTitle("Entries");
+      h->Draw("colz");
+
+      f->cd();
+      h->Write();
+      if (LAPPDPlotsVerbosity > 0)
+        cout << "Drawing board " << ReadBoards[i] << ", i=" << i << " in " << ReadBoards.size() << " finished for Draw Bin Hist" << endl;
+    }
+  }
+
+  c->Modified();
+  c->Update();
+
+  if (eventNumber == 0)
+    c->Print("LAPPDPlots.pdf(");
+  else if (eventNumber == maxDrawEventNumber)
+    c->Print("LAPPDPlots.pdf)");
+  else if (eventNumber < maxDrawEventNumber)
+    c->Print("LAPPDPlots.pdf");
+
+  eventNumber++;
+  return true;
+}
+
+bool LAPPDPlots::Finalise()
+{
+  if (eventNumber < maxDrawEventNumber)
+    c->Print("LAPPDPlots.pdf)");
+  c->Clear();
+  c->Close();
+  delete c;
+
+  f->cd();
+  f->Close();
+  delete f;
+  return true;
+}
+
+std::map<unsigned long, vector<Waveform<double>>> LAPPDPlots::GetDataForBoard(int boardID)
+{
+
+  std::map<unsigned long, vector<Waveform<double>>> boarddata;
+  for (auto &it : lappddata)
+  {
+    unsigned long channelNo = it.first;
+
+    Channel *ch = _geom->GetChannel(channelNo);
+    int stripSide = ch->GetStripSide();
+    if (LAPPDPlotsVerbosity > 4)
+      cout << "GetData, channelNo: " << channelNo << ", side number" << stripSide << ", boardID " << boardID << endl;
+    if (static_cast<int>((channelNo % 1000) / 60) == static_cast<int>(boardID / 2) * 2 && stripSide == boardID % 2)
+    {
+      boarddata[channelNo] = it.second;
+      if (LAPPDPlotsVerbosity > 4)
+        cout << "insearting data for channel " << channelNo << endl;
+    }
+  }
+
+  return boarddata;
+}
+
+void LAPPDPlots::CleanObjects()
+{
+  lappddata.clear();
+  ReadBoards.clear();
+  LAPPD_ID = -1;
+  inBeamWindow = -1;
+  BGTiming = -1;
+}
+
+int LAPPDPlots::CheckInBeamgateWindow()
+{
+  unsigned long LAPPDDataBeamgateUL;
+  unsigned long LAPPDDataTimeStampUL;
+  bool got = m_data->CStore.Get("LAPPDBeamgate_Raw", LAPPDDataBeamgateUL);
+  got = m_data->CStore.Get("LAPPDTimestamp_Raw", LAPPDDataTimeStampUL);
+
+  if (got)
+  {
+    unsigned long Timing = (LAPPDDataTimeStampUL - LAPPDDataBeamgateUL) * 3.125;
+    BGTiming = Timing;
+    if (Timing > BeamWindowStart && Timing < BeamWindowEnd)
+      return 1;
+    else
+      return 0;
+  }
+  else
+    return -1;
+}
\ No newline at end of file
diff --git a/UserTools/LAPPDPlots/LAPPDPlots.h b/UserTools/LAPPDPlots/LAPPDPlots.h
new file mode 100644
index 000000000..fe2b0332c
--- /dev/null
+++ b/UserTools/LAPPDPlots/LAPPDPlots.h
@@ -0,0 +1,105 @@
+#ifndef LAPPDPlots_H
+#define LAPPDPlots_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+
+#include "TFile.h"
+#include "TH1D.h"
+#include "TH2D.h"
+#include "TString.h"
+#include "TTree.h"
+#include "LAPPDHit.h"
+#include "LAPPDPulse.h"
+#include "TCanvas.h"
+#include "TStyle.h"
+#include "TColor.h"
+#include "TLegend.h"
+#include "TMath.h"
+#include "Detector.h"
+#include "Geometry.h"
+
+/**
+ * \class LAPPDPlots
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class LAPPDPlots : public Tool
+{
+
+public:
+    LAPPDPlots();                                             ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+    std::map<unsigned long, vector<Waveform<double>>> GetDataForBoard(int boardID);
+    int CheckInBeamgateWindow();
+    void CleanObjects();
+
+private:
+    //**************************** This tool, control variables ***************************************************
+    // (only used in this tool, every thing that is not an data object)
+    // Variables that you get from the config file
+    int CanvasXSubPlotNumber;
+    int CanvasYSubPlotNumber; // c->Divide(x, y);
+    int CanvasWidth;
+    int CanvasHeight;
+    int maxDrawEventNumber;
+    string LAPPDPlotInputWaveLabel;
+    int LAPPDPlotsVerbosity;
+    // draw event waveform
+    int Side0EventWaveformDrawPosition;
+    int Side1EventWaveformDrawPosition;
+    bool drawTriggerChannel;
+    double drawHighThreshold;
+    double drawLowThreshold;
+    double titleSize;
+    double canvasTitleOffset;
+    double canvasMargin;
+    int colorPalette;
+    bool DrawEventWaveform;
+    bool OnlyDrawInBeamWindow;
+    int BeamWindowStart;
+    int BeamWindowEnd;
+    bool DrawBinHist;
+    int Side0BinDrawPosition;
+    int Side1BinDrawPosition;
+    double BinHistMin;
+    double BinHistMax;
+    int BinHistNumber;
+
+
+    // Variables that you need in the tool
+    int CanvasTotalSubPlotNumber;
+    int inBeamWindow;
+    double BGTiming;
+    //**************************** LAPPD tool chain, control variables ***************************************************
+    //(Will be shared in multiple LAPPD tools to show the state of the tool chain in each loop)
+    // Variables that you get from the config file
+
+    // Variables that you need in the tool
+    bool LAPPDana;
+
+    //**************************** LAPPD tool chain, data variables ***************************************************
+    // (Will be used in multiple LAPPD tools)
+    // everything you get or set to Store, which means it may be used in other tools or it's from other tools
+    Geometry *_geom;
+    std::map<unsigned long, vector<Waveform<double>>> lappddata;
+    std::vector<int> ReadBoards;
+    int LAPPD_ID;
+
+    //**************************** This tool, data variables ***************************************************
+    // (only used in this tool, every thing that is an data object)
+    // data variables don't need to be cleared in each loop
+    TCanvas *c;
+    TFile *f;
+    int eventNumber;
+};
+
+#endif
diff --git a/UserTools/LAPPDPlots/README.md b/UserTools/LAPPDPlots/README.md
new file mode 100644
index 000000000..e00a11b82
--- /dev/null
+++ b/UserTools/LAPPDPlots/README.md
@@ -0,0 +1,20 @@
+# LAPPDPlots
+
+LAPPDPlots
+
+## Data
+
+Describe any data formats LAPPDPlots creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for LAPPDPlots.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
new file mode 100644
index 000000000..2d1ad1b2b
--- /dev/null
+++ b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
@@ -0,0 +1,299 @@
+#include "LAPPDStoreReorder.h"
+
+LAPPDStoreReorder::LAPPDStoreReorder() : Tool() {}
+
+bool LAPPDStoreReorder::Initialise(std::string configfile, DataModel &data)
+{
+    /////////////////// Useful header ///////////////////////
+    if (configfile != "")
+        m_variables.Initialise(configfile); // loading config file
+    // m_variables.Print();
+
+    m_data = &data; // assigning transient data pointer
+    /////////////////////////////////////////////////////////////////
+
+    m_variables.Get("ReorderInputWavLabel", InputWavLabel);
+    m_variables.Get("ReorderOutputWavLabel", OutputWavLabel);
+    m_variables.Get("DelayOffset", delayoffset);
+    m_variables.Get("GlobalShift", GlobalShift);
+    m_variables.Get("LAPPDReorderVerbosityLevel", LAPPDReorderVerbosityLevel);
+    m_variables.Get("NUM_VECTOR_METADATA", NUM_VECTOR_METADATA);
+    m_variables.Get("LAPPDchannelOffset", LAPPDchannelOffset);
+    bool gotGeomerty = m_data->Stores["ANNIEEvent"]->Header->Get("AnnieGeometry", _geom);
+    if (!gotGeomerty)
+    {
+        Log("Error: LAPPDStoreReorder: Failed to get ANNIEGeometry from the ANNIEEvent store", 0, LAPPDReorderVerbosityLevel);
+        return false;
+    }
+
+    return true;
+}
+
+bool LAPPDStoreReorder::Execute()
+{
+    CleanDataObjects();
+    if (LAPPDReorderVerbosityLevel > 3)
+        cout << "LAPPDStoreReorder::Execute()" << endl;
+    m_data->CStore.Get("LAPPDana", LAPPDana);
+    if (!LAPPDana)
+    {
+        if (LAPPDReorderVerbosityLevel > 3)
+            cout << "LAPPDStoreReorder::Execute() LAPPDana is false, returning" << endl;
+        return true;
+    }
+
+    m_data->Stores["ANNIEEvent"]->Get("ACDCmetadata", acdcmetadata);
+    m_data->Stores["ANNIEEvent"]->Get(InputWavLabel, lappddata);
+    m_data->Stores["ANNIEEvent"]->Get("ACDCboards", NReadBoards);
+
+    // Loop over waveforms, reorder data
+    DoReorder();
+    // this reorder will change the channel number by adding an channel offset.
+
+    m_data->Stores["ANNIEEvent"]->Set("TimingCounters", tcounters);
+    m_data->Stores["ANNIEEvent"]->Set(OutputWavLabel, reordereddata);
+
+    if (LAPPDReorderVerbosityLevel > 1)
+        {
+            cout<<"LAPPDStoreReorder, reordered data size is "<<reordereddata.size()<<endl;
+        }
+
+    if (LAPPDReorderVerbosityLevel > 3)
+        cout << "LAPPDStoreReorder::Execute() done" << endl;
+
+    return true;
+}
+
+bool LAPPDStoreReorder::Finalise()
+{
+    return true;
+}
+
+void LAPPDStoreReorder::CleanDataObjects()
+{
+    reordereddata.clear();
+    lappddata.clear();
+    acdcmetadata.clear();
+    NReadBoards.clear();
+    tcounters.clear();
+}
+
+bool LAPPDStoreReorder::DoReorder()
+{
+    // For 30 channels change to 10
+    vector<unsigned short> Smeta26;
+    for (int meta26 = 0; meta26 < NReadBoards.size(); meta26++)
+    {
+        Smeta26.push_back(acdcmetadata.at((meta26 * NUM_VECTOR_METADATA) + 10));
+        if (LAPPDReorderVerbosityLevel > 1)
+            cout << "Metaword entry " << meta26 << " is " << Smeta26[meta26] << endl;
+    }
+    if (LAPPDReorderVerbosityLevel > 2)
+        cout << "REORDER TIME!!!!   " << acdcmetadata.size() << " " << acdcmetadata.at(10) << " " << acdcmetadata.at(102) << "lappd data size is " << lappddata.size() << ", reordereddata size is " << reordereddata.size() << endl;
+    map<unsigned long, vector<Waveform<double>>>::iterator itr;
+    for (itr = lappddata.begin(); itr != lappddata.end(); ++itr)
+    {
+        if (LAPPDReorderVerbosityLevel > 1)
+            cout << "reordering channelno= " << itr->first << endl;
+        unsigned long channelno = itr->first;
+        int channelHere = channelno;
+        channelHere = channelHere % 1000 + 1000; // hmmm the offset in geometry is 1000
+        Channel *chan = _geom->GetChannel(channelHere);
+        int stripno = chan->GetStripNum();
+        vector<Waveform<double>> Vwavs = itr->second;
+        if (LAPPDReorderVerbosityLevel > 1)
+        {
+            cout << "this channel has " << Vwavs.size() << " waveforms" << endl;
+            if (Vwavs.size() > 0)
+                cout << "The first waveform has " << Vwavs.at(0).GetSamples()->size() << " samples" << endl;
+        }
+        int switchbit = 0;
+        // Get the current board and the respective meta word
+        int bi = (int)channelno / 30;
+        unsigned short switchword = Smeta26[std::distance(NReadBoards.begin(), std::find(NReadBoards.begin(), NReadBoards.end(), bi))];
+        // Smeta26, 0 or 1, so switchword is the first timestmap or the second
+        // Set the switchbit
+        switchbit = (switchword & 0x7) * 32;
+        // insert the stripno and switchbit into the map
+
+        // take the last 3 bits of PSEC0 timestamp (10 in meta words), then times 2^5, shift left by 5
+        switchbit += delayoffset;
+
+        vector<Waveform<double>> Vrwav;
+        // loop over all Waveforms
+        for (int i = 0; i < Vwavs.size(); i++)
+        {
+
+            Waveform<double> bwav = Vwavs.at(i);
+            Waveform<double> rwav;
+            Waveform<double> rwavCorr;
+
+            for (int j = 0; j < bwav.GetSamples()->size(); j++)
+            {
+
+                if (switchbit > 255 || switchbit < 0)
+                    switchbit = 0;
+                double nsamp = bwav.GetSamples()->at(switchbit);
+                rwav.PushSample(nsamp);
+                switchbit++;
+            }
+            for (int j = 0; j < rwav.GetSamples()->size(); j++)
+            {
+                int ibin = j + GlobalShift;
+                if (ibin > 255)
+                    ibin = ibin - 255;
+                double nsamp = rwav.GetSamples()->at(ibin);
+                rwavCorr.PushSample(nsamp);
+            }
+
+            Vrwav.push_back(rwavCorr);
+        }
+
+        reordereddata.insert(pair<unsigned long, vector<Waveform<double>>>(LAPPDchannelOffset + channelno, Vrwav));
+        if(LAPPDReorderVerbosityLevel>2)
+            cout<<"inserted channelno: "<<LAPPDchannelOffset + channelno<<", current reorded data size is "<<reordereddata.size()<<endl;
+    }
+    if(LAPPDReorderVerbosityLevel>1)
+    {
+        cout<<"LAPPDStoreReorder, reordered data size is "<<reordereddata.size()<<endl;
+    }
+
+    return true;
+}
+
+bool LAPPDStoreReorder::ConstructTimestampsFromMeta()
+{
+    // get the appropriate metadata words from the meta structure
+    unsigned short beamgate_63_48 = acdcmetadata.at(7);
+    unsigned short beamgate_47_32 = acdcmetadata.at(27);
+    unsigned short beamgate_31_16 = acdcmetadata.at(47);
+    unsigned short beamgate_15_0 = acdcmetadata.at(67);
+
+    std::bitset<16> bits_beamgate_63_48(beamgate_63_48);
+    std::bitset<16> bits_beamgate_47_32(beamgate_47_32);
+    std::bitset<16> bits_beamgate_31_16(beamgate_31_16);
+    std::bitset<16> bits_beamgate_15_0(beamgate_15_0);
+
+    // cout statements
+
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "bits_beamgate_63_48: " << bits_beamgate_63_48 << std::endl;
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "bits_beamgate_47_32: " << bits_beamgate_47_32 << std::endl;
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "bits_beamgate_31_16: " << bits_beamgate_31_16 << std::endl;
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "bits_beamgate_15_0: " << bits_beamgate_15_0 << std::endl;
+    // construct the full 64-bit counter number
+    unsigned long beamgate_63_0 = (static_cast<unsigned long>(beamgate_63_48) << 48) + (static_cast<unsigned long>(beamgate_47_32) << 32) + (static_cast<unsigned long>(beamgate_31_16) << 16) + (static_cast<unsigned long>(beamgate_15_0));
+    // cout statement
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "beamgate combined: " << beamgate_63_0 << std::endl;
+    // binary digit
+    std::bitset<64> bits_beamgate_63_0(beamgate_63_0);
+    // cout the binary
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "bits_beamgate_63_0: " << bits_beamgate_63_0 << std::endl;
+
+    // hex manipulations
+    std::stringstream str_beamgate_15_0;
+    str_beamgate_15_0 << std::hex << (beamgate_15_0);
+    std::stringstream str_beamgate_31_16;
+    str_beamgate_31_16 << std::hex << (beamgate_31_16);
+    std::stringstream str_beamgate_47_32;
+    str_beamgate_47_32 << std::hex << (beamgate_47_32);
+    std::stringstream str_beamgate_63_48;
+    str_beamgate_63_48 << std::hex << (beamgate_63_48);
+    const char *hexstring = str_beamgate_63_48.str().c_str();
+    unsigned int meta7_1 = (unsigned int)strtol(hexstring, NULL, 16);
+    hexstring = str_beamgate_47_32.str().c_str();
+    unsigned int meta27_1 = (unsigned int)strtol(hexstring, NULL, 16);
+    hexstring = str_beamgate_31_16.str().c_str();
+    unsigned int meta47_1 = (unsigned int)strtol(hexstring, NULL, 16);
+    hexstring = str_beamgate_15_0.str().c_str();
+    unsigned int meta67_1 = (unsigned int)strtol(hexstring, NULL, 16);
+    meta7_1 = meta7_1 << 16;
+    meta47_1 = meta47_1 << 16;
+
+    // my two beam counter values
+    unsigned int beamcounter = meta47_1 + meta67_1;
+    unsigned int beamcounterL = meta7_1 + meta27_1;
+    // as doubles
+    double largetime = (double)beamcounterL * 13.1;
+    double smalltime = ((double)beamcounter / 1E9) * 3.125;
+
+    // bunch of couts
+    if (LAPPDReorderVerbosityLevel > 2)
+    {
+        std::cout << "meta7_1: " << meta7_1 << std::endl;
+        std::cout << "meta27_1: " << meta27_1 << std::endl;
+        std::cout << "meta47_1: " << meta47_1 << std::endl;
+        std::cout << "meta67_1: " << meta67_1 << std::endl;
+        std::cout << "beamcounter: " << beamcounter << std::endl;
+        std::cout << "beamcounterL: " << beamcounterL << std::endl;
+        std::cout << "largetime: " << largetime << std::endl;
+        std::cout << "smalltime: " << smalltime << std::endl;
+        std::cout << "eventtime: " << (largetime + smalltime) << std::endl;
+        std::cout << "beamgate old: " << ((beamgate_63_0 / 1E9) * 3.125) << std::endl;
+    }
+
+    // Build data timestamp
+    unsigned short timestamp_63_48 = acdcmetadata.at(70);
+    unsigned short timestamp_47_32 = acdcmetadata.at(50);
+    unsigned short timestamp_31_16 = acdcmetadata.at(30);
+    unsigned short timestamp_15_0 = acdcmetadata.at(10);
+    std::bitset<16> bits_timestamp_63_48(timestamp_63_48);
+    std::bitset<16> bits_timestamp_47_32(timestamp_47_32);
+    std::bitset<16> bits_timestamp_31_16(timestamp_31_16);
+    std::bitset<16> bits_timestamp_15_0(timestamp_15_0);
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "bits_timestamp_63_48: " << bits_timestamp_63_48 << std::endl;
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "bits_timestamp_47_32: " << bits_timestamp_47_32 << std::endl;
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "bits_timestamp_31_16: " << bits_timestamp_31_16 << std::endl;
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "bits_timestamp_15_0: " << bits_timestamp_15_0 << std::endl;
+    // construct the full 64-bit counter number
+    unsigned long timestamp_63_0 = (static_cast<unsigned long>(timestamp_63_48) << 48) + (static_cast<unsigned long>(timestamp_47_32) << 32) + (static_cast<unsigned long>(timestamp_31_16) << 16) + (static_cast<unsigned long>(timestamp_15_0));
+    // cout statement
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "timestamp combined: " << timestamp_63_0 << std::endl;
+    std::bitset<64> bits_timestamp_63_0(timestamp_63_0);
+    // cout the binary
+    if (LAPPDReorderVerbosityLevel > 2)
+        std::cout << "bits_timestamp_63_0: " << bits_timestamp_63_0 << std::endl;
+
+    // hex manipulations
+    std::stringstream str_timestamp_63_48;
+    str_timestamp_63_48 << std::hex << (timestamp_63_48);
+    std::stringstream str_timestamp_47_32;
+    str_timestamp_47_32 << std::hex << (timestamp_47_32);
+    std::stringstream str_timestamp_31_16;
+    str_timestamp_31_16 << std::hex << (timestamp_31_16);
+    std::stringstream str_timestamp_15_0;
+    str_timestamp_15_0 << std::hex << (timestamp_15_0);
+
+    hexstring = str_timestamp_63_48.str().c_str();
+    unsigned int meta70_1 = (unsigned int)strtol(hexstring, NULL, 16);
+    hexstring = str_timestamp_47_32.str().c_str();
+    unsigned int meta50_1 = (unsigned int)strtol(hexstring, NULL, 16);
+    hexstring = str_timestamp_31_16.str().c_str();
+    unsigned int meta30_1 = (unsigned int)strtol(hexstring, NULL, 16);
+    hexstring = str_timestamp_15_0.str().c_str();
+    unsigned int meta10_1 = (unsigned int)strtol(hexstring, NULL, 16);
+    meta70_1 = meta70_1 << 16;
+    meta30_1 = meta30_1 << 16;
+
+    // my two beam counter values
+    unsigned int trigcounter = meta30_1 + meta10_1;
+    unsigned int trigcounterL = meta50_1 + meta70_1;
+    // as doubles
+
+    tcounters.push_back(beamcounter);
+    tcounters.push_back(beamcounterL);
+    tcounters.push_back(trigcounter);
+    tcounters.push_back(trigcounterL);
+
+    return true;
+}
diff --git a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.h b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.h
new file mode 100644
index 000000000..696a79491
--- /dev/null
+++ b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.h
@@ -0,0 +1,73 @@
+#ifndef LAPPDStoreReorder_H
+#define LAPPDStoreReorder_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include <bitset>
+#include "Geometry.h"
+
+
+using namespace std;
+/**
+* \class LAPPDStoreReorder
+*
+* Do LAPPD data read in from BoostStore
+*
+* $Author:  $
+* $Date:  $
+* Contact: 
+*/
+class LAPPDStoreReorder: public Tool {
+
+
+ public:
+
+  LAPPDStoreReorder(); ///< Simple constructor
+  bool Initialise(std::string configfile,DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+  bool Execute(); ///< Execute function used to perform Tool purpose.
+  bool Finalise(); ///< Finalise function used to clean up resources.
+
+void CleanDataObjects();
+bool DoReorder();
+bool ConstructTimestampsFromMeta();
+ private:
+
+  //**************************** This tool, control variables ***************************************************
+  // (only used in this tool, every thing that is not an data object)
+  // Variables that you get from the config file
+  int LAPPDReorderVerbosityLevel;
+  int NUM_VECTOR_METADATA;
+  int delayoffset;
+  int GlobalShift;
+  // Variables that you need in the tool
+
+  //**************************** LAPPD tool chain, control variables ***************************************************
+  //(Will be shared in multiple LAPPD tools to show the state of the tool chain in each loop)
+  // Variables that you get from the config file
+  int LAPPDchannelOffset;
+  string InputWavLabel;
+  string OutputWavLabel;
+
+  // Variables that you need in the tool
+  bool LAPPDana;
+
+  //**************************** LAPPD tool chain, data variables ***************************************************
+  // (Will be used in multiple LAPPD tools)
+  // everything you get or set to Store, which means it may be used in other tools or it's from other tools
+  std::map<unsigned long,vector<Waveform<double>>> reordereddata;
+  std::map<unsigned long,vector<Waveform<double>>> lappddata;
+  vector<unsigned short> acdcmetadata;
+  vector<int> NReadBoards;
+  vector<unsigned int> tcounters;
+
+  //**************************** This tool, data variables ***************************************************
+  // (only used in this tool, every thing that is an data object)
+  // data variables don't need to be cleared in each loop
+    Geometry* _geom;
+
+};
+
+
+#endif
diff --git a/UserTools/LAPPDStoreReorder/README.md b/UserTools/LAPPDStoreReorder/README.md
new file mode 100644
index 000000000..2e088501d
--- /dev/null
+++ b/UserTools/LAPPDStoreReorder/README.md
@@ -0,0 +1,20 @@
+# LAPPDStoreReorder
+
+LAPPDStoreReorder
+
+## Data
+
+Describe any data formats LAPPDStoreReorder creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for LAPPDStoreReorder.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
new file mode 100644
index 000000000..ce561198e
--- /dev/null
+++ b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
@@ -0,0 +1,855 @@
+#include "LAPPDThresReco.h"
+
+LAPPDThresReco::LAPPDThresReco() : Tool() {}
+
+bool LAPPDThresReco::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  // Control variables
+  // Control variables used in this tool
+  // Control variables that you get from the config file, for this tool
+  LAPPDThresRecoVerbosity = 0;
+  m_variables.Get("LAPPDThresRecoVerbosity", LAPPDThresRecoVerbosity);
+  threshold = 15;
+  m_variables.Get("threshold", threshold);
+  minPulseWidth = 3; // number of bins require for a pulse
+  m_variables.Get("minPulseWidth", minPulseWidth);
+  printHitsTXT = 1; // 1 print hit information to a txt file
+  m_variables.Get("printHitsTXT", printHitsTXT);
+  useMaxTime = true; // use the max amplitude time of the pulse as the time of the hit
+  m_variables.Get("useMaxTime", useMaxTime);
+  signalSpeedOnStrip = 0.567; // speed of the signal on the strip in fraction of speed of light, 0.567 was previous measured data
+  m_variables.Get("signalSpeedOnStrip", signalSpeedOnStrip);
+  triggerBoardDelay = 0; // arbitrary added to include the electronic delay between two ACDC boards
+  m_variables.Get("triggerBoardDelay", triggerBoardDelay);
+  savePositionOnStrip = true; // save the position of the hit on the strip, for event display purpose
+  m_variables.Get("savePositionOnStrip", savePositionOnStrip);
+  useRange = -1; // use the pulse time for hit time, rather than the reconstructed hit time. -1 averaged peak time, 0 low range, 1 high range
+  m_variables.Get("useRange", useRange);
+  loadPrintMRDinfo = true; // print MRD track information
+  m_variables.Get("loadPrintMRDinfo", loadPrintMRDinfo);
+  // Control variables in this tool, initialized in this tool
+  eventNumber = 0;
+
+  // Global Control variables that you get from the config file
+  ThresRecoInputWaveLabel = "LAPPDWave";
+  m_variables.Get("ThresRecoInputWaveLabel", ThresRecoInputWaveLabel);
+  ThresRecoOutputPulseLabel = "LAPPDPulse";
+  m_variables.Get("ThresRecoOutputPulseLabel", ThresRecoOutputPulseLabel);
+  ThresRecoOutputHitLabel = "LAPPDHit";
+  m_variables.Get("ThresRecoOutputHitLabel", ThresRecoOutputHitLabel);
+  // Global control variables/objects that you get from other tools
+  m_data->Stores["ANNIEEvent"]->Header->Get("AnnieGeometry", _geom);
+  if (LAPPDThresRecoVerbosity > 0)
+    cout << "LAPPDThresReco: Geometry loaded as AnnieGeometry from Store [ANNIEEvent]" << endl;
+
+  // Data variables
+  // Data variables you get from other tools (it not initialized in execute)
+
+  // Data variables you use in this tool
+  if (printHitsTXT)
+  {
+    // recreate myfile
+    myfile.open("LAPPDThresRecoHits.txt");
+    myfile << "eventNumber"
+           << "\t"
+           << "thisEventHitNumber"
+           << "\t"
+           << "stripno"
+           << "\t"
+           << "ParallelToStripPos"
+           << "\t"
+           << "TransverseToStripPos"
+           << "\t"
+           << "HitArivTime"
+           << "\t"
+           << "HitAmp"
+           << "\t"
+           << "Pulse1LastTime"
+           << "\t"
+           << "Pulse2LastTime"
+           << "\t"
+           << "Pulse1StartTime"
+           << "\t"
+           << "Pulse2StartTime" << endl;
+  }
+  if (loadPrintMRDinfo)
+  {
+    mrdfile.open("LAPPDThresRecoMRDinfo.txt");
+    mrdfile << "eventNumber"
+            << "\t"
+            << "trackNumber"
+            << "\t"
+            << "trackAngle"
+            << "\t"
+            << "trackAngleError"
+            << "\t"
+            << "penetrationDepth"
+            << "\t"
+            << "trackLength"
+            << "\t"
+            << "entryPointRadius"
+            << "\t"
+            << "energyLoss"
+            << "\t"
+            << "energyLossError"
+            << "\t"
+            << "trackStartX"
+            << "\t"
+            << "trackStartY"
+            << "\t"
+            << "trackStartZ"
+            << "\t"
+            << "trackStopX"
+            << "\t"
+            << "trackStopY"
+            << "\t"
+            << "trackStopZ"
+            << "\t"
+            << "trackSide"
+            << "\t"
+            << "trackStop"
+            << "\t"
+            << "trackThrough"
+            << "\t"
+            << "fHtrackFitChi2"
+            << "\t"
+            << "fHtrackFitCov"
+            << "\t"
+            << "fVtrackFitChi2"
+            << "\t"
+            << "fVtrackFitCov"
+            << "\t"
+            << "fHtrackOrigin"
+            << "\t"
+            << "fHtrackOriginError"
+            << "\t"
+            << "fHtrackGradient"
+            << "\t"
+            << "fHtrackGradientError"
+            << "\t"
+            << "fVtrackOrigin"
+            << "\t"
+            << "fVtrackOriginError"
+            << "\t"
+            << "fVtrackGradient"
+            << "\t"
+            << "fVtrackGradientError"
+            << "\t"
+            << "particlePID" << endl;
+  }
+
+  return true;
+}
+
+bool LAPPDThresReco::Execute()
+{
+  CleanDataObjects();
+
+  m_data->CStore.Get("LAPPDana", LAPPDana);
+  if (!LAPPDana)
+    return true;
+
+  // get the input LAPPD Data waveform;
+  m_data->Stores["ANNIEEvent"]->Get(ThresRecoInputWaveLabel, lappdData);
+  // get current LAPPD_ID
+  m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
+
+  if(LAPPDThresRecoVerbosity>0)
+    cout<<"Start WaveformMaximaFinding"<<endl;
+  WaveformMaximaFinding(); // find the maxima of the waveforms
+  if(LAPPDThresRecoVerbosity>0)
+    cout<<"Start FillLAPPDPulse"<<endl;
+  FillLAPPDPulse(); // find pulses
+  if(LAPPDThresRecoVerbosity>0)
+    cout<<"Start FillLAPPDHit"<<endl;
+  FillLAPPDHit();   // find hits
+  if(LAPPDThresRecoVerbosity>0)
+    cout<<"Reco Finished, start filling"<<endl;
+
+  m_data->Stores["ANNIEEvent"]->Set(ThresRecoOutputPulseLabel, lappdPulses);
+  m_data->Stores["ANNIEEvent"]->Set(ThresRecoOutputHitLabel, lappdHits);
+  m_data->Stores["ANNIEEvent"]->Set("waveformMax",waveformMax);
+  m_data->Stores["ANNIEEvent"]->Set("waveformRMS",waveformRMS);
+  m_data->Stores["ANNIEEvent"]->Set("waveformMaxLast",waveformMaxLast);
+  m_data->Stores["ANNIEEvent"]->Set("waveformMaxNearing",waveformMaxNearing);
+  m_data->Stores["ANNIEEvent"]->Set("waveformMaxTimeBin",waveformMaxTimeBin);
+  eventNumber++; // operation in this loop finished, increase the event number
+
+  if(LAPPDThresRecoVerbosity>0)
+    cout<<"Filling finished, printing to txt"<<endl;
+  if (printHitsTXT)
+    PrintHitsToTXT(); // print hits to a txt file
+  if (loadPrintMRDinfo)
+  {
+    bool gotMRDdata = m_data->CStore.Get("MrdTimeClusters", MrdTimeClusters);
+    if (gotMRDdata)
+      PrintMRDinfoToTXT();
+  }
+
+  return true;
+}
+
+void LAPPDThresReco::CleanDataObjects()
+{
+
+  lappdData.clear();
+  lappdPulses.clear();
+  lappdHits.clear();
+  MrdTimeClusters.clear();
+  waveformRMS.clear();
+  waveformMax.clear();
+  waveformMaxLast.clear();
+  waveformMaxNearing.clear();
+
+  LAPPD_ID = -9999;
+  LAPPDana = false;
+}
+
+void LAPPDThresReco::FillLAPPDPulse()
+{
+
+  // loop over the data and fine pulses
+  std::map<unsigned long, vector<Waveform<double>>>::iterator it;
+  for (it = lappdData.begin(); it != lappdData.end(); it++)
+  {
+
+    // get the waveforms from channel number
+    unsigned long channel = it->first;
+      channel = channel%1000 + 1000;
+    if ((channel % 1000)%30 == 5)
+      continue;
+    Waveform<double> waveforms = it->second.at(0);
+    vector<double> wav = *waveforms.GetSamples();
+    vector<double> wave = wav;
+    if(wave.size() != 256) {
+      cout<<"FillLAPPDPulse: Found a bug waveform at channel "<<channel<<", size is "<<wave.size()<<endl;
+      continue;
+    }
+    if(LAPPDThresRecoVerbosity>2)
+      cout<<"FillLAPPDPulse: Found waveform at channel "<<channel<<", size is "<<wave.size()<<endl;
+    // flip the waveform, so that the signal is positive
+    for (int i = 0; i < wave.size(); i++)
+    {
+      wave.at(i) = -wave.at(i);
+    }
+
+    // for this channel, find the pulses
+    vector<LAPPDPulse> pulses = FindPulses(wave, LAPPD_ID, channel);
+
+    Channel *chan = _geom->GetChannel(channel);
+    int stripno = chan->GetStripNum();
+    int stripSide = chan->GetStripSide();
+
+    // check, in lappdPulses, is there an element with the strip no, if not, create one vector with lenth 2, set the pulses to element with index stripSide
+    if (lappdPulses.find(stripno) == lappdPulses.end())
+    {
+      vector<vector<LAPPDPulse>> stripPulses;
+      stripPulses.resize(2);
+      stripPulses.at(stripSide) = pulses;
+      lappdPulses[stripno] = stripPulses;
+    }
+    else
+    {
+      lappdPulses[stripno].at(stripSide) = pulses;
+    }
+  }
+}
+
+void LAPPDThresReco::FillLAPPDHit()
+{
+  int numberOfHits = 0;
+  std::map<unsigned long, vector<vector<LAPPDPulse>>>::iterator it2;
+  for (it2 = lappdPulses.begin(); it2 != lappdPulses.end(); it2++)
+  {
+    unsigned long stripno = it2->first;
+    vector<vector<LAPPDPulse>> pulses = it2->second;
+    vector<LAPPDHit> lHits = FindHit(pulses);
+    lappdHits[stripno] = lHits;
+    numberOfHits += lHits.size();
+  }
+  if (LAPPDThresRecoVerbosity > 0)
+    cout << "LAPPDThresReco found hits: " << numberOfHits << endl;
+}
+
+void LAPPDThresReco::PrintHitsToTXT()
+{
+  int thisEventHitNumber = 0;
+
+  // print all hits in this event to a txt file, column was separated by tab
+  // print: event number, hit number, hit strip number, hit loacl parallel position x, hit local transverse position y, hit time, hit amplitude
+  std::map<unsigned long, vector<LAPPDHit>>::iterator it3;
+  for (it3 = lappdHits.begin(); it3 != lappdHits.end(); it3++)
+  {
+    unsigned long stripno = it3->first;
+    vector<LAPPDHit> lHits = it3->second;
+    for (int i = 0; i < lHits.size(); i++)
+    {
+      LAPPDHit hit = lHits.at(i);
+      vector<double> positionOnLAPPD = hit.GetLocalPosition();
+      double pulse1StartTime = hit.GetPulse1StartTime();
+      double pulse2StartTime = hit.GetPulse2StartTime();
+      double pulse1LastTime = hit.GetPulse1LastTime();
+      double pulse2LastTime = hit.GetPulse2LastTime();
+      // print the data in this order:myfile<<eventNumber<<" "<<thisEventHitNumber<<" "<<stripno<<" "<<positionOnLAPPD.at(0)<<" "<<positionOnLAPPD.at(1)<<" "<<hit.GetTime()<<" "<<hit.GetCharge()<<endl; , but seperate by tab
+      myfile << eventNumber << "\t" << thisEventHitNumber << "\t" << stripno << "\t" << positionOnLAPPD.at(0) << "\t" << positionOnLAPPD.at(1) << "\t" << hit.GetTime() << "\t" << hit.GetCharge() << "\t" << pulse1LastTime << "\t" << pulse2LastTime << "\t" << pulse1StartTime << "\t" << pulse2StartTime << endl;
+
+      thisEventHitNumber++;
+    }
+  }
+}
+
+void LAPPDThresReco::PrintMRDinfoToTXT()
+{
+  int fNumClusterTracks = 0;
+  for (int i = 0; i < (int)MrdTimeClusters.size(); i++)
+    fNumClusterTracks += this->LoadMRDTrackReco(i);
+  if (LAPPDThresRecoVerbosity > 0)
+    cout << "LAPPDThresReco found MRD tracks: " << fNumClusterTracks << endl;
+  for (int i = 0; i < fMRDTrackAngle.size(); i++)
+  {
+    mrdfile << eventNumber << "\t" << i << "\t" << fMRDTrackAngle.at(i) << "\t" << fMRDTrackAngleError.at(i) << "\t" << fMRDPenetrationDepth.at(i) << "\t" << fMRDTrackLength.at(i) << "\t" << fMRDEntryPointRadius.at(i) << "\t" << fMRDEnergyLoss.at(i) << "\t" << fMRDEnergyLossError.at(i) << "\t" << fMRDTrackStartX.at(i) << "\t" << fMRDTrackStartY.at(i) << "\t" << fMRDTrackStartZ.at(i) << "\t" << fMRDTrackStopX.at(i) << "\t" << fMRDTrackStopY.at(i) << "\t" << fMRDTrackStopZ.at(i) << "\t" << fMRDSide.at(i) << "\t" << fMRDStop.at(i) << "\t" << fMRDThrough.at(i) << "\t" << fHtrackFitChi2.at(i) << "\t" << fHtrackFitCov.at(i) << "\t" << fVtrackFitChi2.at(i) << "\t" << fVtrackFitCov.at(i) << "\t" << fHtrackOrigin.at(i) << "\t" << fHtrackOriginError.at(i) << "\t" << fHtrackGradient.at(i) << "\t" << fHtrackGradientError.at(i) << "\t" << fVtrackOrigin.at(i) << "\t" << fVtrackOriginError.at(i) << "\t" << fVtrackGradient.at(i) << "\t" << fVtrackGradientError.at(i) << "\t" << fparticlePID.at(i) << endl;
+  }
+}
+
+bool LAPPDThresReco::Finalise()
+{
+
+  // close txt file
+  myfile.close();
+  mrdfile.close();
+
+  return true;
+}
+
+vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID, int channel)
+{
+  // the wave pass to here must be all positive, not the default negative signals
+  std::vector<LAPPDPulse> pulses;
+
+  // loop the waveform, find the pulses with amplitude larger than threshold and last for bin number > minPulseWidth
+  bool inPulse = false;
+  double currentSig = threshold;
+
+  int pulseStart = 0;
+  int pulseSize = 0;  // number of bins of the pulse
+  double peakBin = 0; // which bin is the peak
+  double peakAmp = 0; // the peak amplitude
+  double Q = 0;
+
+  vector<double> binNumbers;
+  vector<double> amplitudes;
+
+  for (int i = 0; i < wave.size(); i++)
+  {
+    currentSig = wave.at(i);
+    if (wave.at(i) > threshold)
+    { // if the signal is larger than threshold
+      if (!inPulse)
+      {
+        inPulse = true;
+        pulseStart = i;
+        pulseSize = 1;
+        peakBin = i;
+        peakAmp = currentSig;
+        Q = currentSig / 50000. * (1e-10); // same as LAPPDFindPeak
+      }
+      else
+      {
+        if (inPulse)
+        {
+          pulseSize++;
+          if (currentSig > peakAmp)
+          {
+            peakAmp = currentSig;
+            peakBin = i;
+          }
+          Q += currentSig / 50000. * (1e-10);
+        }
+      }
+      binNumbers.push_back(static_cast<double>(i));
+      amplitudes.push_back(currentSig);
+    }
+    else
+    { // if the signal is smaller than threshold
+      if (inPulse)
+      {
+        inPulse = false; // exit the pulse
+        if (pulseSize > minPulseWidth)
+        { // if the pulse is long enough
+          double peakBinGaus = GaussianFit(binNumbers, amplitudes);
+
+          if (LAPPDThresRecoVerbosity > 1)
+            cout << "inserting pulse at time: " << peakBin * (25. / 256.) << "(" << peakBinGaus << ") with peakAmp: " << peakAmp << " from " << pulseStart << " to " << pulseStart + pulseSize << endl;
+          if (useMaxTime)
+          {
+            LAPPDPulse thisPulse(LAPPD_ID, channel, peakBin * (25. / 256.), Q, peakAmp, pulseStart, pulseStart + pulseSize);
+            pulses.push_back(thisPulse);
+          }
+          else
+          {
+            LAPPDPulse thisPulse(LAPPD_ID, channel, peakBinGaus * (25. / 256.), Q, peakAmp, pulseStart, pulseStart + pulseSize);
+            pulses.push_back(thisPulse);
+          }
+          // tube ID: LAPPD_ID
+          // channel: this channel
+          // peakBin: the bin number of the peak in the 256 bins (use 256 bins for 25 ns, might be wrong)
+          // Q: charge of the pulse
+          // peakAmp: the peak amplitude
+          // pulseStart: the bin number of the start of the pulse
+          // pulseStart+pulseSize: the bin number of the end of the pulse
+
+          // clean the bin numbers and amplitudes vectors
+          binNumbers.clear();
+          amplitudes.clear();
+        }
+        else
+        {
+          pulseStart = 0;
+          pulseSize = 0;
+          peakAmp = currentSig;
+          Q = 0;
+        }
+      }
+    }
+  }
+  return pulses;
+}
+
+vector<LAPPDHit> LAPPDThresReco::FindHit(vector<vector<LAPPDPulse>> pulses)
+{
+  vector<LAPPDHit> lHits;
+
+  // loop the pulses, find the pairs of pulses with the same strip number and different side, then do the reco
+  vector<LAPPDPulse> side0 = pulses.at(0);
+  vector<LAPPDPulse> side1 = pulses.at(1);
+  if (side0.size() == 0 || side1.size() == 0)
+    return lHits;
+
+  // use the vector with less number of pulse to do reco, incase some noise pulses are inserted
+  if (side0.size() < side1.size())
+  { // if side 0 has fewer pulses
+    for (int i = 0; i < side0.size(); i++)
+    {
+      if (side1.size() == 0)
+        break;
+      LAPPDPulse pulse0;
+      LAPPDPulse pulse1;
+      pulse0 = side0.at(i);
+      int bestMatchIndex = -1;
+      double prob = 0;
+      for (int j = 0; j < side1.size(); j++)
+      {
+        pulse1 = side1.at(j);
+        // if the higher pulse peak amplitude is larger than 50% of the lower one, don't match
+        if ((pulse0.GetPeak() < pulse1.GetPeak() * 0.5) || (pulse0.GetPeak() * 0.5 > pulse1.GetPeak()))
+          continue;
+
+        // if the peak time of the pulse is 2ns away from the peak time of the other pulse, don't match
+        if (abs(pulse1.GetTime() - pulse0.GetTime()) > 20)
+          continue;
+
+        // just use a simple inverse product as the prob, the pulse finding is very rough anyway
+        double thisProb = 1 / (abs(pulse1.GetTime() - pulse0.GetTime()) * abs(pulse1.GetPeak() - pulse0.GetPeak()));
+        if (thisProb > prob)
+        {
+          prob = thisProb;
+          bestMatchIndex = j;
+        }
+      }
+      // if found the bestMatch, pair to make a hit, if not, skip
+      if (bestMatchIndex != -1)
+      {
+        pulse1 = side1.at(bestMatchIndex);
+        pulse0 = side0.at(i);
+        LAPPDHit hit = MakeHit(pulse0, pulse1);
+        lHits.push_back(hit);
+        side1.erase(side1.begin() + bestMatchIndex);
+      }
+    }
+  }
+  else
+  { // if side 1 has fewer pulses
+    for (int i = 0; i < side1.size(); i++)
+    {
+      if (side0.size() == 0)
+        break;
+      LAPPDPulse pulse0;
+      LAPPDPulse pulse1;
+      pulse1 = side1.at(i);
+      int bestMatchIndex = -1;
+      double prob = 0;
+      for (int j = 0; j < side0.size(); j++)
+      {
+        pulse0 = side0.at(j);
+        // if the higher pulse peak amplitude is larger than 50% of the lower one, don't match
+        if ((pulse0.GetPeak() < pulse1.GetPeak() * 0.5) || (pulse0.GetPeak() * 0.5 > pulse1.GetPeak()))
+          continue;
+
+        // if the peak time of the pulse is 2ns away from the peak time of the other pulse, don't match
+        if (abs(pulse1.GetTime() - pulse0.GetTime()) > 20)
+          continue;
+
+        // just use a simple inverse product as the prob, the pulse finding is very rough anyway
+        double thisProb = 1 / (abs(pulse1.GetTime() - pulse0.GetTime()) * abs(pulse1.GetPeak() - pulse0.GetPeak()));
+        if (thisProb > prob)
+        {
+          prob = thisProb;
+          bestMatchIndex = j;
+        }
+      }
+      // if found the bestMatch, pair to make a hit, if not, skip
+      if (bestMatchIndex != -1)
+      {
+        pulse0 = side0.at(bestMatchIndex);
+        pulse1 = side1.at(i);
+        LAPPDHit hit = MakeHit(pulse0, pulse1);
+        lHits.push_back(hit);
+        side0.erase(side0.begin() + bestMatchIndex);
+      }
+    }
+  }
+
+  return lHits;
+}
+
+LAPPDHit LAPPDThresReco::MakeHit(LAPPDPulse pulse0, LAPPDPulse pulse1)
+{
+  // Always use pulse1 - pulse0
+  double deltaT = pulse1.GetTime() - pulse0.GetTime();
+  double averageAmp = (pulse1.GetPeak() + pulse0.GetPeak()) / 2;
+  double averageQ = (pulse1.GetCharge() + pulse0.GetCharge()) / 2;
+
+  if (LAPPDThresRecoVerbosity > 0)
+  {
+    cout << "Making Hit: " << endl;
+    cout << "Pulse0: " << endl;
+    cout << "Channel = " << pulse0.GetChannelID() << endl;
+    pulse0.Print();
+    cout << "Pulse1: " << endl;
+    cout << "Channel = " << pulse1.GetChannelID() << endl;
+    pulse1.Print();
+    cout << "DeltaT: " << deltaT << endl;
+    cout << "AverageAmp: " << averageAmp << endl;
+    cout << "AverageQ: " << averageQ << endl;
+  }
+  Channel *chan0 = _geom->GetChannel(pulse0.GetChannelID());
+  int stripno0 = chan0->GetStripNum();
+  Channel *chan1 = _geom->GetChannel(pulse1.GetChannelID());
+  int stripno1 = chan1->GetStripNum();
+  if (stripno0 != stripno1)
+  {
+    if (LAPPDThresRecoVerbosity > 0)
+      cout << "Error: the two pulses are not on the same strip!" << endl;
+    LAPPDHit hit;
+    return hit;
+  }
+  else
+  {
+    // double stripWidth = 4.62+2.29; //mm
+    // double LAPPDEdgeWidth = 14.40s; //mm
+    // double transversePos = LAPPDEdgeWidth + stripWidth*(stripno0-0.5);
+
+    double stripWidth = 4.62 + 2.29;          // mm
+    double LAPPDEdgeWidth = 14.40 + 4.62 / 2; // mm
+    double transversePos = LAPPDEdgeWidth + stripWidth * (stripno0);
+
+    // use the center position of the strip in mm
+    if (LAPPDThresRecoVerbosity > 0)
+    {
+      cout << "making hit from pulse0 on channel " << pulse0.GetChannelID() << ", strip " << stripno0 << endl;
+      cout << "making hit from pulse1 on channel " << pulse1.GetChannelID() << ", strip " << stripno1 << endl;
+      cout << "transversePos: " << transversePos << endl;
+    }
+    double t0 = pulse0.GetTime() + triggerBoardDelay / 169.982;
+    double t1 = pulse1.GetTime();
+
+    // double parallelPos = (t0 - t1 + 1.14555)*0.5 *signalSpeedOnStrip * 100;
+    double parallelPos = (t0 - t1 + 1.37724) * 0.5 * signalSpeedOnStrip * 100;
+    // position from the edge of the start of pulse0 (side 0) in mm
+
+    double averageTime = (t0 + t1) * 0.5;
+    double averageTimeLow = (pulse0.GetLowRange() + pulse1.GetLowRange()) * 0.5;
+    double averageTimeHi = (pulse0.GetHiRange() + pulse1.GetHiRange()) * 0.5;
+
+    double arrivalTime = t0 - (t0 - t1 + 1) * 0.5;
+
+    if (LAPPDThresRecoVerbosity > 0)
+      cout << "Position on LAPPD: " << parallelPos << " " << transversePos << endl;
+
+    vector<double> positionOnLAPPD = {parallelPos, transversePos};
+    vector<double> positionInTank = {0 + transversePos / 1000 - 0.1, -0.2255, 2.951}; // need to get this from the geometry
+    if (savePositionOnStrip)
+    {
+      if (parallelPos < 100 && parallelPos > -100)
+        positionInTank[1] = -0.2255 + parallelPos / 1000;
+    }
+
+    int tubeID = pulse0.GetTubeId();
+    double pulse1LastTime = pulse0.GetHiRange() - pulse0.GetLowRange();
+    double pulse2LastTime = pulse1.GetHiRange() - pulse1.GetLowRange();
+    double pulse1StartTime = pulse0.GetLowRange();
+    double pulse2StartTime = pulse1.GetLowRange();
+    // print tubeID
+    if (LAPPDThresRecoVerbosity > 0)
+    {
+      cout << "TubeID: " << tubeID << endl;
+      cout << "average charge is " << averageQ << ", q/amplitude is " << averageQ / averageAmp << endl;
+      cout << "average amplitude is " << averageAmp << ", amplitude/7 is " << averageAmp / 7 << endl;
+    }
+    if (useRange == -1)
+    {
+      LAPPDHit hit(tubeID, averageTime, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime);
+      return hit;
+    }
+    else if (useRange == 0)
+    {
+      LAPPDHit hit(tubeID, averageTimeLow, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime);
+      return hit;
+    }
+    else if (useRange == 1)
+    {
+      LAPPDHit hit(tubeID, averageTimeHi, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime);
+      return hit;
+    }
+    else
+    {
+      cout << "Error: useRange should be -1, 0 or 1" << endl;
+      return LAPPDHit();
+    }
+
+    //*********************
+    // NOTE: we are actually using the average AMPLITUDE here, rather than the charge
+    //*********************
+
+    // return hit;
+  }
+}
+
+double LAPPDThresReco::GaussianFit(const vector<double> &xData, const vector<double> &yData)
+{
+  TGraph graph(xData.size(), &xData[0], &yData[0]);
+  TF1 f("gaus", "gaus", xData.front(), xData.back());
+  graph.Fit(&f, "Q");       // "Q" for quiet mode, no output
+  return f.GetParameter(1); // 返回高斯拟�的峰值�置
+}
+
+void LAPPDThresReco::CleanMRDRecoInfo()
+{
+  fMRDTrackAngle.clear();
+  fMRDTrackAngleError.clear();
+  fMRDPenetrationDepth.clear();
+  fMRDTrackLength.clear();
+  fMRDEntryPointRadius.clear();
+  fMRDEnergyLoss.clear();
+  fMRDEnergyLossError.clear();
+  fMRDTrackStartX.clear();
+  fMRDTrackStartY.clear();
+  fMRDTrackStartZ.clear();
+  fMRDTrackStopX.clear();
+  fMRDTrackStopY.clear();
+  fMRDTrackStopZ.clear();
+  fMRDSide.clear();
+  fMRDStop.clear();
+  fMRDThrough.clear();
+  fHtrackFitChi2.clear();
+  fHtrackFitCov.clear();
+  fVtrackFitChi2.clear();
+  fVtrackFitCov.clear();
+  fHtrackOrigin.clear();
+  fHtrackOriginError.clear();
+  fHtrackGradient.clear();
+  fHtrackGradientError.clear();
+  fVtrackOrigin.clear();
+  fVtrackOriginError.clear();
+  fVtrackGradient.clear();
+  fVtrackGradientError.clear();
+  fparticlePID.clear();
+}
+
+int LAPPDThresReco::LoadMRDTrackReco(int SubEventID)
+{
+
+  // Check for valid track criteria
+  m_data->Stores["MRDTracks"]->Get("MRDTracks", theMrdTracks);
+  m_data->Stores["MRDTracks"]->Get("NumMrdTracks", numtracksinev);
+  // Loop over reconstructed tracks
+
+  Position StartVertex;
+  Position StopVertex;
+  double TrackLength = -9999;
+  double TrackAngle = -9999;
+  double TrackAngleError = -9999;
+  double PenetrationDepth = -9999;
+  Position MrdEntryPoint;
+  double EnergyLoss = -9999; // in MeV
+  double EnergyLossError = -9999;
+  double EntryPointRadius = -9999;
+  bool IsMrdPenetrating;
+  bool IsMrdStopped;
+  bool IsMrdSideExit;
+  double HtrackFitChi2 = -9999;
+  double HtrackFitCov = -9999;
+  double VtrackFitChi2 = -9999;
+  double VtrackFitCov = -9999;
+  double HtrackOrigin = -9999;
+  double HtrackOriginError = -9999;
+  double HtrackGradient = -9999;
+  double HtrackGradientError = -9999;
+  double VtrackOrigin = -9999;
+  double VtrackOriginError = -9999;
+  double VtrackGradient = -9999;
+  double VtrackGradientError = -9999;
+  int particlePID = -9999;
+
+  int NumClusterTracks = 0;
+  for (int tracki = 0; tracki < numtracksinev; tracki++)
+  {
+    BoostStore *thisTrackAsBoostStore = &(theMrdTracks->at(tracki));
+    int TrackEventID = -1;
+    // get track properties that are needed for the through-going muon selection
+    thisTrackAsBoostStore->Get("MrdSubEventID", TrackEventID);
+    if (TrackEventID != SubEventID)
+      continue;
+
+    // If we're here, this track is associated with this cluster
+    thisTrackAsBoostStore->Get("StartVertex", StartVertex);
+    thisTrackAsBoostStore->Get("StopVertex", StopVertex);
+    thisTrackAsBoostStore->Get("TrackAngle", TrackAngle);
+    thisTrackAsBoostStore->Get("TrackAngleError", TrackAngleError);
+    thisTrackAsBoostStore->Get("PenetrationDepth", PenetrationDepth);
+    thisTrackAsBoostStore->Get("MrdEntryPoint", MrdEntryPoint);
+    thisTrackAsBoostStore->Get("EnergyLoss", EnergyLoss);
+    thisTrackAsBoostStore->Get("EnergyLossError", EnergyLossError);
+    thisTrackAsBoostStore->Get("IsMrdPenetrating", IsMrdPenetrating); // bool
+    thisTrackAsBoostStore->Get("IsMrdStopped", IsMrdStopped);         // bool
+    thisTrackAsBoostStore->Get("IsMrdSideExit", IsMrdSideExit);
+    thisTrackAsBoostStore->Get("HtrackFitChi2", HtrackFitChi2);
+    thisTrackAsBoostStore->Get("HtrackFitCov", HtrackFitCov);
+    thisTrackAsBoostStore->Get("VtrackFitChi2", VtrackFitChi2);
+    thisTrackAsBoostStore->Get("VtrackFitCov", VtrackFitCov);
+    TrackLength = sqrt(pow((StopVertex.X() - StartVertex.X()), 2) + pow(StopVertex.Y() - StartVertex.Y(), 2) + pow(StopVertex.Z() - StartVertex.Z(), 2)) * 100.0;
+    EntryPointRadius = sqrt(pow(MrdEntryPoint.X(), 2) + pow(MrdEntryPoint.Y(), 2)) * 100.0; // convert to cm
+    PenetrationDepth = PenetrationDepth * 100.0;
+    thisTrackAsBoostStore->Get("HtrackOrigin", HtrackOrigin);
+    thisTrackAsBoostStore->Get("HtrackOriginError", HtrackOriginError);
+    thisTrackAsBoostStore->Get("HtrackGradient", HtrackGradient);
+    thisTrackAsBoostStore->Get("HtrackGradientError", HtrackGradientError);
+    thisTrackAsBoostStore->Get("VtrackOrigin", VtrackOrigin);
+    thisTrackAsBoostStore->Get("VtrackOriginError", VtrackOriginError);
+    thisTrackAsBoostStore->Get("VtrackGradient", VtrackGradient);
+    thisTrackAsBoostStore->Get("VtrackGradientError", VtrackGradientError);
+    thisTrackAsBoostStore->Get("particlePID", particlePID);
+
+    // Push back some properties
+    fMRDTrackAngle.push_back(TrackAngle);
+    fMRDTrackAngleError.push_back(TrackAngleError);
+    fMRDTrackLength.push_back(TrackLength);
+    fMRDPenetrationDepth.push_back(PenetrationDepth);
+    fMRDEntryPointRadius.push_back(EntryPointRadius);
+    fMRDEnergyLoss.push_back(EnergyLoss);
+    fMRDEnergyLossError.push_back(EnergyLossError);
+    fMRDTrackStartX.push_back(StartVertex.X());
+    fMRDTrackStartY.push_back(StartVertex.Y());
+    fMRDTrackStartZ.push_back(StartVertex.Z());
+    fMRDTrackStopX.push_back(StopVertex.X());
+    fMRDTrackStopY.push_back(StopVertex.Y());
+    fMRDTrackStopZ.push_back(StopVertex.Z());
+    fMRDStop.push_back(IsMrdStopped);
+    fMRDSide.push_back(IsMrdSideExit);
+    fMRDThrough.push_back(IsMrdPenetrating);
+    fHtrackFitChi2.push_back(HtrackFitChi2);
+    fHtrackFitCov.push_back(HtrackFitCov);
+    fVtrackFitChi2.push_back(VtrackFitChi2);
+    fVtrackFitCov.push_back(VtrackFitCov);
+    fHtrackOrigin.push_back(HtrackOrigin);
+    fHtrackOriginError.push_back(HtrackOriginError);
+    fHtrackGradient.push_back(HtrackGradient);
+    fHtrackGradientError.push_back(HtrackGradientError);
+    fVtrackOrigin.push_back(VtrackOrigin);
+    fVtrackOriginError.push_back(VtrackOriginError);
+    fVtrackGradient.push_back(VtrackGradient);
+    fVtrackGradientError.push_back(VtrackGradientError);
+    fparticlePID.push_back(particlePID);
+    NumClusterTracks += 1;
+  }
+  return NumClusterTracks;
+}
+
+
+
+void LAPPDThresReco::WaveformMaximaFinding(){
+  //loop the lappdData map, for each value, find the maxima and RMS, and put them into waveformMax and waveformRMS
+  //use the strip number + 30* strip side as the key
+  if(LAPPDThresRecoVerbosity>0 ) cout<<"WaveformMaximaFinding: Start finding maxima and RMS of the waveforms"<<endl;
+
+  std::map<unsigned long,vector<Waveform<double>>>::iterator it;
+  for(it = lappdData.begin(); it!= lappdData.end(); it++){
+    unsigned long channel = it->first;
+    channel = channel%1000 + 1000;
+    if(channel == 1005 || channel == 1035) continue;
+    Channel* chan = _geom->GetChannel(channel);
+    int stripno = chan->GetStripNum();
+    int stripSide = chan->GetStripSide();
+    Waveform<double> waveforms = it->second.at(0);
+    vector<double> wav = *waveforms.GetSamples();
+
+    vector<double> wave = wav;
+    if(wave.size() != 256) {
+      cout<<"WaveformMaximaFinding: Found a bug waveform at channel "<<channel<<", size is "<<wav.size()<<endl;
+      continue;
+    }
+    if(LAPPDThresRecoVerbosity>2)
+      cout<<"WaveformMaximaFinding: Found a waveform at channel "<<channel<<", size is "<<wave.size()<< ",side is "<<stripSide<<", stripno is "<<stripno<<endl;
+    for(int i = 0; i<wave.size(); i++){
+      wave.at(i) = -wave.at(i);
+    }
+    double max = wave.at(0);
+    double rms = wave.at(0)*wave.at(0);
+    bool maxIsLast = 0;
+    double nearingMin = 0;
+    int binOfMax = -1;
+    for(int i = 1; i<wave.size()-1; i++){
+      if(wave.at(i)>max) {
+        if(wave.at(i+1)>0.8*wave.at(i) && wave.at(i-1)>0.8*wave.at(i)){
+          max = wave.at(i);
+          maxIsLast = 1;
+          binOfMax = i;
+
+        }
+        if(wave.at(i+1)>wave.at(i-1)){
+            nearingMin = wave.at(i-1);
+          }else{
+            nearingMin = wave.at(i+1);
+          }
+      }
+
+      rms += (wave.at(i))*(wave.at(i));
+    }
+
+    rms = sqrt(rms/wave.size());
+    int key = stripno + 30*stripSide;
+    if(waveformMax[stripno].size() == 0){
+      waveformMax[stripno].resize(2);
+      waveformRMS[stripno].resize(2);
+      waveformMaxLast[stripno].resize(2);
+      waveformMaxNearing[stripno].resize(2);
+      waveformMaxTimeBin[stripno].resize(2);
+    }
+    waveformMax[stripno].at(stripSide) = max;
+    waveformRMS[stripno].at(stripSide) = rms;
+    waveformMaxLast[stripno].at(stripSide) = maxIsLast;
+    waveformMaxNearing[stripno].at(stripSide) = nearingMin;
+    waveformMaxTimeBin[stripno].at(stripSide) = binOfMax;
+  }
+
+}
+
diff --git a/UserTools/LAPPDThresReco/LAPPDThresReco.h b/UserTools/LAPPDThresReco/LAPPDThresReco.h
new file mode 100644
index 000000000..e73af72d1
--- /dev/null
+++ b/UserTools/LAPPDThresReco/LAPPDThresReco.h
@@ -0,0 +1,127 @@
+#ifndef LAPPDThresReco_H
+#define LAPPDThresReco_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "LAPPDPulse.h"
+#include "LAPPDHit.h"
+#include "Geometry.h"
+#include "TGraph.h"
+#include "TF1.h"
+#include "Position.h"
+
+/**
+ * \class LAPPDThresReco
+ *
+ * Use an input std::map<unsigned long,vector<Waveform<double>>> lappdData and a threshold to find pulses and construct hits.
+ * Output a std::map<unsigned long,vector<LAPPDHit>> lappdHits.
+ * Also generate txt files for hits and muon tracks. (need the muon track tools in the tool chain)
+ *
+ * $Author: Yue Feng $
+ * $Date: 2024/01/29 $
+ * Contact: yuef@iastate.edu
+ */
+
+class LAPPDThresReco : public Tool
+{
+
+public:
+    LAPPDThresReco();                                         ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+
+    vector<LAPPDPulse> FindPulses(vector<double> wave, int LAPPD_ID, int channel);
+    vector<LAPPDHit> FindHit(vector<vector<LAPPDPulse>> pulses);
+    LAPPDHit MakeHit(LAPPDPulse pulse0, LAPPDPulse pulse1);
+    double GaussianFit(const vector<double> &xData, const vector<double> &yData);
+    int LoadMRDTrackReco(int SubEventID);
+    void CleanMRDRecoInfo();
+    void CleanDataObjects();
+    void FillLAPPDPulse();
+    void FillLAPPDHit();
+    void PrintHitsToTXT();
+    void PrintMRDinfoToTXT();
+    void WaveformMaximaFinding();
+
+private:
+    // This tool, control variables (only used in this tool, every thing that is not an data object)
+    // Variables that you get from the config file
+    int LAPPDThresRecoVerbosity;
+    double threshold;
+    int minPulseWidth;
+    int printHitsTXT;
+    bool useMaxTime;
+    double signalSpeedOnStrip;
+    double triggerBoardDelay;
+    bool savePositionOnStrip;
+    int useRange; //-1 averaged peak time, 0 low, 1 high
+    bool loadPrintMRDinfo;
+    // Variables that you need in the tool
+    int eventNumber;
+
+    // LAPPD tool chain, control variables (Will be shared in multiple LAPPD tools to show the state of the tool chain in each loop)
+    // Variables that you get from the config file
+    string ThresRecoInputWaveLabel;
+    string ThresRecoOutputPulseLabel;
+    string ThresRecoOutputHitLabel;
+    // Variables that you need in the tool
+    Geometry *_geom;
+    bool LAPPDana;
+
+    // LAPPD tool chain, data variables. (Will be used in multiple LAPPD tools)
+    // everything you get or set to Store, which means it may be used in other tools or it's from other tools
+    std::vector<BoostStore> *theMrdTracks; // the reconstructed tracks
+    int numtracksinev;
+    std::map<int, int> channelnoToSwitchbit;
+    std::map<unsigned long, vector<double>> waveformMax;
+    std::map<unsigned long,vector<double>> waveformRMS;
+    std::map<unsigned long,vector<double>> waveformMaxLast;
+    std::map<unsigned long,vector<double>> waveformMaxNearing;
+    std::map<unsigned long,vector<int>> waveformMaxTimeBin;
+
+    // This tool, data variables (only used in this tool, every thing that is an data object)
+    std::map<unsigned long, vector<Waveform<double>>> lappdData;     // waveform data
+    std::map<unsigned long, vector<vector<LAPPDPulse>>> lappdPulses; // save threshold based method found lappd pulses
+    std::map<unsigned long, vector<LAPPDHit>> lappdHits;
+    std::vector<std::vector<int>> MrdTimeClusters;
+    int LAPPD_ID;
+    std::vector<double> fMRDTrackAngle;
+    std::vector<double> fMRDTrackAngleError;
+    std::vector<double> fMRDPenetrationDepth;
+    std::vector<double> fMRDTrackLength;
+    std::vector<double> fMRDEntryPointRadius;
+    std::vector<double> fMRDEnergyLoss;
+    std::vector<double> fMRDEnergyLossError;
+    std::vector<double> fMRDTrackStartX;
+    std::vector<double> fMRDTrackStartY;
+    std::vector<double> fMRDTrackStartZ;
+    std::vector<double> fMRDTrackStopX;
+    std::vector<double> fMRDTrackStopY;
+    std::vector<double> fMRDTrackStopZ;
+    std::vector<double> fHtrackFitChi2;
+    std::vector<double> fHtrackFitCov;
+    std::vector<double> fVtrackFitChi2;
+    std::vector<double> fVtrackFitCov;
+    std::vector<bool> fMRDSide;
+    std::vector<bool> fMRDStop;
+    std::vector<bool> fMRDThrough;
+    std::vector<double> fHtrackOrigin;
+    std::vector<double> fHtrackOriginError;
+    std::vector<double> fHtrackGradient;
+    std::vector<double> fHtrackGradientError;
+    std::vector<double> fVtrackOrigin;
+    std::vector<double> fVtrackOriginError;
+    std::vector<double> fVtrackGradient;
+    std::vector<double> fVtrackGradientError;
+    std::vector<int> fparticlePID;
+    
+    // data variables don't need to be cleared in each loop
+    ofstream myfile;
+    ofstream mrdfile;
+
+};
+
+#endif
diff --git a/UserTools/LAPPDThresReco/README.md b/UserTools/LAPPDThresReco/README.md
new file mode 100644
index 000000000..ed43861cc
--- /dev/null
+++ b/UserTools/LAPPDThresReco/README.md
@@ -0,0 +1,20 @@
+# LAPPDThresReco
+
+LAPPDThresReco
+
+## Data
+
+Describe any data formats LAPPDThresReco creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for LAPPDThresReco.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
new file mode 100644
index 000000000..1e9192719
--- /dev/null
+++ b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
@@ -0,0 +1,248 @@
+#include "LAPPDTimeAlignment.h"
+#include "TGraph.h"
+
+LAPPDTimeAlignment::LAPPDTimeAlignment():Tool(){}
+
+
+bool LAPPDTimeAlignment::Initialise(std::string configfile, DataModel &data)
+{
+    /////////////////// Useful header ///////////////////////
+    if(configfile!="") m_variables.Initialise(configfile); // loading config file
+    //m_variables.Print();
+
+    m_data= &data; //assigning transient data pointer
+    /////////////////////////////////////////////////////////////////
+
+    m_variables.Get("FindT0InputWavLabel",InputWavLabel);
+    m_variables.Get("FindT0OutputWavLabel",OutputWavLabel);
+
+    m_variables.Get("FindT0Verbosity",FindT0VerbosityLevel);
+
+    m_variables.Get("TrigEarlyCut",trigearlycut);
+    m_variables.Get("TrigLateCut",triglatecut);
+
+    m_variables.Get("T0signalmax",T0signalmax);
+    m_variables.Get("T0signalthreshold",T0signalthreshold);
+
+    m_variables.Get("T0signalmaxOld",T0signalmaxOld);
+    m_variables.Get("T0signalthresholdOld",T0signalthresholdOld);
+
+    m_variables.Get("T0offset",T0offset);
+    m_variables.Get("GlobalShiftT0",globalshiftT0);
+
+    m_data->Stores["ANNIEEvent"]->Get("TrigChannel",TrigChannel);
+    m_data->Stores["ANNIEEvent"]->Get("LAPPDchannelOffset",LAPPDchannelOffset);
+
+    return true;
+}
+
+
+bool LAPPDTimeAlignment::Execute(){
+
+  oldLaser = 0;
+  m_data->Stores["ANNIEEvent"]->Get("oldLaser", oldLaser);
+  if(oldLaser == 1){T0signalmax=T0signalmaxOld; T0signalthreshold=T0signalthresholdOld;}
+
+  if(FindT0VerbosityLevel>0) cout<<"OLD LASER? "<<oldLaser<<" "<<T0signalmax<<" "<<T0signalthreshold<<endl;
+
+  double AnalogBoardShift[60]={
+    54,54,54,54,0,0, //0-5
+    88,88,88,88,88,88, //6-11
+    232,232,232,232,232,232, //12-17
+    220,220,220,220,220,220, //18-23
+    185,185,185,185,185,185,//24-29
+    54,54,54,54,0,0,//30-35
+    88,88,88,88,88,88,//36-41
+    232,232,232,232,232,232,//42-47
+    220,220,220,220,220,220,//48-53
+    185,185,185,185,185,185,//54-59
+  };
+  for (auto& k : AnalogBoardShift){
+    //k=(k-54)*10/197.86272;
+    k=(k-54)*10/169.982;
+  }
+  
+
+  std::map<unsigned long,vector<Waveform<double>>> lappddata;
+  m_data->Stores["ANNIEEvent"]->Get(InputWavLabel,lappddata);
+  vector<int> NReadBoards;
+  m_data->Stores["ANNIEEvent"]->Get("ACDCboards",NReadBoards);
+  std::map<unsigned long,vector<Waveform<double>>> reordereddata;
+  bool T0signalInWindow = false;
+  double deltaT;
+  
+
+  map <unsigned long, vector<Waveform<double>>> :: iterator itr_bi;
+  for(int bi: NReadBoards)
+    {
+        T0channelNo = LAPPDchannelOffset+(30*bi)+TrigChannel;
+
+        if(FindT0VerbosityLevel>0) cout<<"For board "<<bi<<", InputWavlabel: "<<InputWavLabel<<endl;
+        
+        if(FindT0VerbosityLevel>0) cout<<"In LAPPDTimeAlignment, T0 channel:"<< T0channelNo<<" , InputWavlabel: "<<InputWavLabel<<" , LAPPDdata.size()="<<lappddata.size()<<endl;
+        if(FindT0VerbosityLevel>1) cout<<"is the channel there? "<<lappddata.count((unsigned long) T0channelNo)<<endl;
+
+        itr_bi = lappddata.find((unsigned long) T0channelNo);
+        Waveform<double> bwav = (itr_bi->second).at(0);
+
+        double thetime = Tfit(bwav.GetSamples());
+        int switchbit = (int)(thetime/100.);
+        deltaT = thetime - (100.*(double)switchbit);
+        int Qvar=0;
+        if( (switchbit>=trigearlycut) && (switchbit<=triglatecut) ) T0signalInWindow = true;
+
+        //vector transcribe
+        vec_deltaT.push_back(deltaT);
+        vec_T0signalInWindow.push_back(T0signalInWindow);
+        vec_T0Bin.push_back(switchbit);
+
+        if(FindT0VerbosityLevel>0) cout<<"Done finding the time, switchbit:" << switchbit << " , deltaT: "<<deltaT<<" , inwindow: "<<T0signalInWindow<<endl;
+        if(FindT0VerbosityLevel>1) cout<<"ready to loop"<<endl;
+    }
+
+    for(bool k: vec_T0signalInWindow)
+    {
+        if(!k){T0signalInWindow=false;}
+    }
+
+    map <unsigned long, vector<Waveform<double>>> :: iterator itr;
+    for (itr = lappddata.begin(); itr != lappddata.end(); ++itr)
+    { 
+      unsigned long channelno = itr->first;
+      if(FindT0VerbosityLevel>2)      
+        cout<<"Found channelno: "<<channelno<<endl;
+    }
+
+
+    for (itr = lappddata.begin(); itr != lappddata.end(); ++itr)
+    {
+        unsigned long channelno = itr->first;
+        vector<Waveform<double>> Vwavs = itr->second;
+        vector<Waveform<double>> Vrwav;
+        int bi = (int)(channelno-LAPPDchannelOffset)/30%2; //TODO: fix this, why loading data with board 2 and 3 have channel from 0 to 120?
+        int countnumber = (channelno%1000)%60;
+        if(FindT0VerbosityLevel>2)cout <<"Looping with channelno: "<<channelno<<" , bi: "<<bi<<" , countnumber: "<<countnumber<<endl;
+
+        //loop over all Waveforms
+        for(int i=0; i<Vwavs.size(); i++)
+        {
+          if(FindT0VerbosityLevel>2 && i ==0) cout<<"Looping waveform at"<<i<<endl;
+            Waveform<double> bwav = Vwavs.at(i);
+            Waveform<double> rwav;
+            Waveform<double> rwavShift;
+
+            int sb = vec_T0Bin[bi] + T0offset + AnalogBoardShift[countnumber];
+            
+            countnumber++;
+            
+
+            if(sb<0) sb+=255;
+
+            for(int j=0; j< bwav.GetSamples()->size(); j++)
+            {
+                if(sb>255) sb=0;
+                double nsamp = bwav.GetSamples()->at(sb);
+                rwav.PushSample(nsamp);
+                sb++;
+            }
+
+            for(int j=0; j< rwav.GetSamples()->size(); j++)
+            {
+            int ibin = j + globalshiftT0;
+            if(ibin > 255) ibin = ibin - 255;
+            double nsamp = rwav.GetSamples()->at(ibin);
+            rwavShift.PushSample(nsamp);
+            }
+            Vrwav.push_back(rwavShift);
+        }
+        reordereddata.insert(pair<unsigned long, vector<Waveform<double>>>(channelno,Vrwav));
+    }
+
+    if(FindT0VerbosityLevel>0) cout<<"End of LAPPDTimeAlignment..."<<endl;
+
+    m_data->Stores["ANNIEEvent"]->Set(OutputWavLabel,reordereddata);
+    m_data->Stores["ANNIEEvent"]->Set("deltaT",vec_deltaT);
+    m_data->Stores["ANNIEEvent"]->Set("T0signalInWindow",T0signalInWindow);
+    m_data->Stores["ANNIEEvent"]->Set("T0Bin",vec_T0Bin);
+    vec_deltaT.clear();
+    vec_T0signalInWindow.clear();
+    vec_T0Bin.clear();
+
+    return true;
+}
+
+
+bool LAPPDTimeAlignment::Finalise()
+{
+    return true;
+}
+
+
+
+double LAPPDTimeAlignment::Tfit(std::vector<double>* wf)
+{
+    int nbin = wf->size();
+
+    double ppre=0.0;
+    double pvol=0.0;
+
+
+    bool firstcross=true;
+    double ttime=0;
+
+    for(int i=0;i<nbin;i++) {
+    pvol = (wf->at(i));
+    if(i>1) ppre = (wf->at(i-1));
+
+    if(FindT0VerbosityLevel>2) cout<<i<<" "<<ppre<<" "<<pvol<<" "<<T0signalmax<<endl;
+
+    if(oldLaser == 1){
+        if(firstcross && pvol > T0signalmax && ppre < T0signalmax && i>5 && i<250){ //trigger up to +200 2020 data
+          if(FindT0VerbosityLevel>1) cout<<"Old t0 bin: "<<i<<endl;
+          TGraph *edge = new TGraph();
+          for(int j=-7; j<1; j++){
+            edge->SetPoint(j+7,(i+j)*100.,(wf->at(i+j)));  //select 7 points
+          }
+          bool firstthreshcross=true;
+          for(int k=(i-7)*100; k<(i+1)*100; k+=10){
+            if(FindT0VerbosityLevel==3) cout<<k<<" "<<(edge->Eval((double)k, 0, "S"))<<endl;
+            if(((edge->Eval((double)k, 0, "S"))<T0signalthreshold) && firstthreshcross){
+              if(FindT0VerbosityLevel>2) cout<<"time: "<<k<<endl;
+              ttime=(double)k;
+              firstthreshcross=false;
+            }
+          }
+          firstcross=false;
+      }
+    }else{
+
+      if(firstcross && pvol < T0signalmax && ppre > T0signalmax && i>7 && i<249){
+
+          if(FindT0VerbosityLevel>1) cout<<"New t0 bin: "<<i<<endl;
+
+          TGraph *edge = new TGraph();
+          for(int j=-7; j<1; j++){
+            edge->SetPoint(j+7,(i+j)*100.,(wf->at(i+j)));
+          }
+
+          bool firstthreshcross=true;
+          for(int k=(i-7)*100; k<(i+1)*100; k+=10){
+
+            if(FindT0VerbosityLevel==3) cout<<k<<" "<<(edge->Eval((double)k, 0, "S"))<<endl;
+
+            if(((edge->Eval((double)k, 0, "S"))<T0signalthreshold) && firstthreshcross){
+              if(FindT0VerbosityLevel>2) cout<<"time: "<<k<<endl;
+              ttime=(double)k;
+              firstthreshcross=false;
+            }
+          }
+
+        firstcross=false;
+      }
+    }
+  }
+
+  if(FindT0VerbosityLevel>0) cout<<"Done Finding T0"<<endl;
+
+  return ttime;
+}
diff --git a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.h b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.h
new file mode 100644
index 000000000..46a0ae4ea
--- /dev/null
+++ b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.h
@@ -0,0 +1,52 @@
+#ifndef LAPPDTimeAlignment_H
+#define LAPPDTimeAlignment_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+
+
+/**
+ * \class LAPPDTimeAlignment
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+*
+* $Author: B.Richards $
+* $Date: 2019/05/28 10:44:00 $
+* Contact: b.richards@qmul.ac.uk
+*/
+class LAPPDTimeAlignment: public Tool {
+
+
+    public:
+
+        LAPPDTimeAlignment(); ///< Simple constructor
+        bool Initialise(std::string configfile,DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+        bool Execute(); ///< Execute function used to perform Tool purpose.
+        bool Finalise(); ///< Finalise function used to clean up resources.
+        double Tfit(std::vector<double>* wf);
+
+    private:
+
+        //vector for save
+        vector<bool> vec_T0signalInWindow;
+        vector<double> vec_deltaT;
+        vector<int> vec_T0Bin;
+
+        int LAPPDchannelOffset;
+        int TrigChannel;
+        int T0offset;
+        double T0signalmax,T0signalthreshold;
+        double T0signalmaxOld,T0signalthresholdOld;
+        int T0channelNo;
+        int FindT0VerbosityLevel;
+        int globalshiftT0;
+        string InputWavLabel;
+        string OutputWavLabel;
+        int trigearlycut,triglatecut;
+        int oldLaser;
+};
+
+
+#endif
diff --git a/UserTools/LAPPDTimeAlignment/README.md b/UserTools/LAPPDTimeAlignment/README.md
new file mode 100644
index 000000000..7690759f1
--- /dev/null
+++ b/UserTools/LAPPDTimeAlignment/README.md
@@ -0,0 +1,20 @@
+# LAPPDTimeAlignment
+
+LAPPDTimeAlignment
+
+## Data
+
+Describe any data formats LAPPDTimeAlignment creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for LAPPDTimeAlignment.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
new file mode 100644
index 000000000..b491b2dd2
--- /dev/null
+++ b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
@@ -0,0 +1,790 @@
+#include "LAPPDTreeMaker.h"
+
+LAPPDTreeMaker::LAPPDTreeMaker() : Tool() {}
+
+bool LAPPDTreeMaker::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("treeMakerVerbosity", treeMakerVerbosity);
+  m_variables.Get("treeMakerInputPulseLabel", treeMakerInputPulseLabel);
+  m_variables.Get("treeMakerInputHitLabel", treeMakerInputHitLabel);
+  treeMakerOutputFileName = "LAPPDTree.root";
+  m_variables.Get("treeMakerOutputFileName", treeMakerOutputFileName);
+
+  LoadPulse = false;
+  m_variables.Get("LoadPulse", LoadPulse);
+  LoadHit = false;
+  m_variables.Get("LoadHit", LoadHit);
+  LoadWaveform = false;
+  m_variables.Get("LoadWaveform", LoadWaveform);
+  LoadLAPPDDataTimeStamp = false;
+  m_variables.Get("LoadLAPPDDataTimeStamp", LoadLAPPDDataTimeStamp);
+  LoadPPSTimestamp = false;
+  m_variables.Get("LoadPPSTimestamp", LoadPPSTimestamp);
+  LoadRunInfoRaw = false;
+  m_variables.Get("LoadRunInfoRaw", LoadRunInfoRaw);
+  LoadRunInfoANNIEEvent = false;
+  m_variables.Get("LoadRunInfoANNIEEvent", LoadRunInfoANNIEEvent);
+  LoadTriggerInfo = false;
+  m_variables.Get("LoadTriggerInfo", LoadTriggerInfo);
+  LoadGroupedTriggerInfo = false;
+  m_variables.Get("LoadGroupedTriggerInfo", LoadGroupedTriggerInfo);
+  if (!LoadTriggerInfo)
+    LoadGroupedTriggerInfo = false; // if not loading trigger, don't fill grouped trigger
+  LoadGroupOption = "beam";
+  m_variables.Get("LoadGroupOption", LoadGroupOption);
+
+  TString filename = treeMakerOutputFileName;
+  file = new TFile(filename, "RECREATE");
+  fPulse = new TTree("Pulse", "Pulse");
+  fHit = new TTree("Hit", "Hit");
+  fWaveform = new TTree("Waveform", "Waveform");
+  fTimeStamp = new TTree("TimeStamp", "TimeStamp");
+  fTrigger = new TTree("Trig", "Trig");
+  fGroupedTrigger = new TTree("GTrig", "GTrig");
+
+  fPulse->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fPulse->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fPulse->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fPulse->Branch("EventNumber", &EventNumber, "EventNumber/I");
+  fPulse->Branch("LAPPD_ID", &LAPPD_ID, "LAPPD_ID/I");
+  fPulse->Branch("LAPPDDataTimeStampUL", &LAPPDDataTimeStampUL, "LAPPDDataTimeStampUL/l");
+  fPulse->Branch("LAPPDDataBeamgateUL", &LAPPDDataBeamgateUL, "LAPPDDataBeamgateUL/l");
+  fPulse->Branch("ChannelID", &ChannelID, "ChannelID/I");
+  fPulse->Branch("StripNumber", &StripNumber, "StripNumber/I");
+  fPulse->Branch("PeakTime", &PeakTime, "PeakTime/D");
+  fPulse->Branch("Charge", &Charge, "Charge/D");
+  fPulse->Branch("PeakAmp", &PeakAmp, "PeakAmp/D");
+  fPulse->Branch("PulseStart", &PulseStart, "PulseStart/D");
+  fPulse->Branch("PulseEnd", &PulseEnd, "PulseEnd/D");
+  fPulse->Branch("PulseSize", &PulseSize, "PulseSize/D");
+  fPulse->Branch("PulseSide", &PulseSide, "PulseSide/I");
+  fPulse->Branch("PulseThreshold", &PulseThreshold, "PulseThreshold/D");
+  fPulse->Branch("PulseBaseline", &PulseBaseline, "PulseBaseline/D");
+
+  fHit->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fHit->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fHit->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fHit->Branch("EventNumber", &EventNumber, "EventNumber/I");
+  fHit->Branch("LAPPD_ID", &LAPPD_ID, "LAPPD_ID/I");
+  fHit->Branch("LAPPDDataTimeStampUL", &LAPPDDataTimeStampUL, "LAPPDDataTimeStampUL/l");
+  fHit->Branch("LAPPDDataBeamgateUL", &LAPPDDataBeamgateUL, "LAPPDDataBeamgateUL/l");
+  fHit->Branch("StripNumber", &StripNumber, "StripNumber/I");
+  fHit->Branch("HitTime", &HitTime, "HitTime/D");
+  fHit->Branch("HitAmp", &HitAmp, "HitAmp/D");
+  fHit->Branch("XPosTank", &XPosTank, "XPosTank/D");
+  fHit->Branch("YPosTank", &YPosTank, "YPosTank/D");
+  fHit->Branch("ZPosTank", &ZPosTank, "ZPosTank/D");
+  fHit->Branch("ParallelPos", &ParallelPos, "ParallelPos/D");
+  fHit->Branch("TransversePos", &TransversePos, "TransversePos/D");
+  fHit->Branch("Pulse1StartTime", &Pulse1StartTime, "Pulse1StartTime/D");
+  fHit->Branch("Pulse2StartTime", &Pulse2StartTime, "Pulse2StartTime/D");
+  fHit->Branch("Pulse1LastTime", &Pulse1LastTime, "Pulse1LastTime/D");
+  fHit->Branch("Pulse2LastTime", &Pulse2LastTime, "Pulse2LastTime/D");
+
+  fWaveform->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fWaveform->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fWaveform->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fWaveform->Branch("EventNumber", &EventNumber, "EventNumber/I");
+  fWaveform->Branch("LAPPD_ID", &LAPPD_ID, "LAPPD_ID/I");
+  fWaveform->Branch("LAPPDDataTimeStampUL", &LAPPDDataTimeStampUL, "LAPPDDataTimeStampUL/l");
+  fWaveform->Branch("LAPPDDataBeamgateUL", &LAPPDDataBeamgateUL, "LAPPDDataBeamgateUL/l");
+  fWaveform->Branch("StripNumber", &StripNumber, "StripNumber/I");
+  fWaveform->Branch("PulseSide", &PulseSide, "PulseSide/I");
+  fWaveform->Branch("WaveformMax", &waveformMaxValue, "WaveformMax/D");
+  fWaveform->Branch("WaveformRMS", &waveformRMSValue, "WaveformRMS/D");
+  fWaveform->Branch("WaveformMaxTimeBin", &waveformMaxTimeBinValue, "WaveformMaxTimeBin/I");
+  fWaveform->Branch("waveformMaxFoundNear", &waveformMaxFoundNear, "waveformMaxFoundNear/O"); // O is boolean
+  fWaveform->Branch("WaveformMaxNearing", &waveformMaxNearingValue, "WaveformMaxNearing/D");
+
+  fTimeStamp->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fTimeStamp->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fTimeStamp->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fTimeStamp->Branch("EventNumber", &EventNumber, "EventNumber/I");
+  fTimeStamp->Branch("LAPPD_ID", &LAPPD_ID, "LAPPD_ID/I");
+  fTimeStamp->Branch("LAPPDDataTimeStampUL", &LAPPDDataTimeStampUL, "LAPPDDataTimeStampUL/l");
+  fTimeStamp->Branch("LAPPDDataBeamgateUL", &LAPPDDataBeamgateUL, "LAPPDDataBeamgateUL/l");
+  fTimeStamp->Branch("LAPPDDataTimestamp", &LAPPDDataTimestampPart1, "LAPPDDataTimestamp/l");
+  fTimeStamp->Branch("LAPPDDataBeamgate", &LAPPDDataBeamgatePart1, "LAPPDDataBeamgate/l");
+  fTimeStamp->Branch("LAPPDDataTimestampFloat", &LAPPDDataTimestampPart2, "LAPPDDataTimestampFloat/D");
+  fTimeStamp->Branch("LAPPDDataBeamgateFloat", &LAPPDDataBeamgatePart2, "LAPPDDataBeamgateFloat/D");
+  fTimeStamp->Branch("ppsDiff", &ppsDiff, "ppsDiff/L");
+  fTimeStamp->Branch("ppsCount0", &ppsCount0, "ppsCount0/l");
+  fTimeStamp->Branch("ppsCount1", &ppsCount1, "ppsCount1/l");
+  fTimeStamp->Branch("ppsTime0", &ppsTime0, "ppsTime0/l");
+  fTimeStamp->Branch("ppsTime1", &ppsTime1, "ppsTime1/l");
+
+  // trigger trees have no related to LAPPD data or PPS, so don't need event number
+  fTrigger->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fTrigger->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fTrigger->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fTrigger->Branch("CTCTimeStamp", &CTCTimeStamp, "CTCTimeStamp/l");
+  fTrigger->Branch("CTCTriggerWord", &CTCTriggerWord);
+  fTrigger->Branch("trigNumInMap", &trigNumInThisMap, "trigNumInMap/I");
+  fTrigger->Branch("trigIndexInMap", &trigIndexInThisMap, "trigNumInMap/I");
+
+  fGroupedTrigger->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fGroupedTrigger->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fGroupedTrigger->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fGroupedTrigger->Branch("gTrigWord", &groupedTriggerWords);
+  fGroupedTrigger->Branch("gTrigTime", &groupedTriggerTimestamps);
+  fGroupedTrigger->Branch("gTrigType", &groupedTriggerType, "gTrigType/I");
+  fGroupedTrigger->Branch("gTrigNum", &TriggerGroupNumInThisEvent, "gTrigNum/I");
+
+  TriggerWordMap = new std::map<uint64_t, std::vector<uint32_t>>;
+  m_data->Stores["ANNIEEvent"]->Header->Get("AnnieGeometry", _geom);
+  EventNumber = 0;
+
+  return true;
+}
+
+bool LAPPDTreeMaker::Execute()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::Execute()" << endl;
+  CleanVariables();
+
+  m_data->CStore.Get("LoadingPPS", LoadingPPS);
+  if (treeMakerVerbosity > 0)
+    cout << "LoadingPPS: " << LoadingPPS << endl;
+
+  m_data->CStore.Get("LAPPDana", LAPPDana);
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDana: " << LAPPDana << endl;
+
+  if (LoadRunInfoRaw)
+    LoadRunInfoFromRaw();
+
+  if (LoadRunInfoANNIEEvent)
+    LoadRunInfoFromANNIEEvent();
+
+  bool loadTriggerPaused = false;
+  m_data->CStore.Get("PauseCTCDecoding", loadTriggerPaused);
+  if (treeMakerVerbosity > 0)
+    cout << "loadTriggerPaused: " << loadTriggerPaused << endl;
+  if (!loadTriggerPaused)
+  {
+    if (LoadTriggerInfo)
+    {
+      bool getTrig = m_data->CStore.Get("TimeToTriggerWordMap", TriggerWordMap);
+      if (!getTrig)
+        cout << "Error in getting trigger word map" << endl;
+      if (getTrig)
+      {
+        if (treeMakerVerbosity > 0)
+          cout << "LAPPDTreeMaker:: TimeToTriggerWordMap size: " << TriggerWordMap->size() << endl;
+        FillTriggerTree();
+      }
+    }
+  }
+
+  if (LoadGroupedTriggerInfo)
+    FillGroupedTriggerTree();
+
+  if (LoadPPSTimestamp && LoadingPPS)
+  {
+    bool gotPPSTimestamp = m_data->CStore.Get("LAPPDPPSVector", pps_vector);
+    bool gotPPSCounter = m_data->CStore.Get("LAPPDPPScount", pps_count_vector);
+    if (!gotPPSTimestamp)
+      cout << "Error in getting PPS timestamp" << endl;
+    if (!gotPPSCounter)
+      cout << "Error in getting PPS counter" << endl;
+    if (gotPPSTimestamp && gotPPSCounter)
+      FillPPSTimestamp();
+  }
+
+  if (LoadLAPPDDataTimeStamp && !LoadingPPS)
+  {
+    bool newDataEvent;
+    m_data->CStore.Get("LAPPD_new_event", newDataEvent);
+    if (newDataEvent)
+      FillLAPPDDataTimeStamp();
+    m_data->CStore.Set("LAPPD_new_event", true);
+  }
+
+  if (LoadPulse && LAPPDana)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "LAPPDTreeMaker::Execute() LoadPulse" << endl;
+    bool gotPulse = m_data->Stores["ANNIEEvent"]->Get(treeMakerInputPulseLabel, lappdPulses);
+    if (!gotPulse)
+      cout << "Error in getting LAPPD pulses" << endl;
+    if (gotPulse)
+      FillPulseTree();
+  }
+
+  if (LoadHit && LAPPDana)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "LAPPDTreeMaker::Execute() LoadHit" << endl;
+    bool gotHit = m_data->Stores["ANNIEEvent"]->Get(treeMakerInputHitLabel, lappdHits);
+    if (!gotHit)
+      cout << "Error in getting LAPPD hits" << endl;
+    if (gotHit)
+      FillHitTree();
+  }
+
+  if (LoadWaveform && LAPPDana)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "LAPPDTreeMaker::Execute() LoadWaveform" << endl;
+    bool gotWaveformMax = m_data->Stores["ANNIEEvent"]->Get("waveformMax", waveformMax);
+    if (!gotWaveformMax)
+      cout << "Error in getting waveform max" << endl;
+    bool gotWaveformRMS = m_data->Stores["ANNIEEvent"]->Get("waveformRMS", waveformRMS);
+    if (!gotWaveformRMS)
+      cout << "Error in getting waveform RMS" << endl;
+    bool gotWaveformMaxLast = m_data->Stores["ANNIEEvent"]->Get("waveformMaxLast", waveformMaxLast);
+    if (!gotWaveformMaxLast)
+      cout << "Error in getting waveform max last" << endl;
+    bool gotWaveformMaxNearing = m_data->Stores["ANNIEEvent"]->Get("waveformMaxNearing", waveformMaxNearing);
+    if (!gotWaveformMaxNearing)
+      cout << "Error in getting waveform max nearing" << endl;
+    bool gotWaveformMaxTimeBin = m_data->Stores["ANNIEEvent"]->Get("waveformMaxTimeBin", waveformMaxTimeBin);
+    if (!gotWaveformMaxTimeBin)
+      cout << "Error in getting waveform max time bin" << endl;
+
+    if (gotWaveformMax && gotWaveformRMS && gotWaveformMaxLast && gotWaveformMaxNearing && gotWaveformMaxTimeBin)
+      FillWaveformTree();
+  }
+
+  if (LAPPDana)
+    EventNumber++;
+
+  if (TriggerWordMap != nullptr)
+    TriggerWordMap->clear();
+
+  return true;
+}
+
+bool LAPPDTreeMaker::Finalise()
+{
+  file->cd();
+  fPulse->Write();
+  fHit->Write();
+  fWaveform->Write();
+  fTimeStamp->Write();
+  fTrigger->Write();
+  fGroupedTrigger->Write();
+  file->Close();
+  return true;
+}
+
+void LAPPDTreeMaker::CleanVariables()
+{
+  LAPPDana = false;
+
+  RunNumber = -9999;
+  SubRunNumber = -9999;
+  PartFileNumber = -9999;
+
+  lappdPulses.clear();
+  lappdHits.clear();
+  lappdData.clear();
+  waveformMax.clear();
+  waveformRMS.clear();
+  waveformMaxLast.clear();
+  waveformMaxNearing.clear();
+  waveformMaxTimeBin.clear();
+  pps_vector.clear();
+  pps_count_vector.clear();
+
+  LAPPD_ID = -9999;
+  ChannelID = -9999;
+  PeakTime = -9999;
+  Charge = -9999;
+  PeakAmp = -9999;
+  PulseStart = -9999;
+  PulseEnd = -9999;
+  PulseSize = -9999;
+  PulseSide = -9999;
+  PulseThreshold = -9999;
+  PulseBaseline = -9999;
+
+  HitTime = -9999;
+  HitAmp = -9999;
+  XPosTank = -9999;
+  YPosTank = -9999;
+  ZPosTank = -9999;
+  ParallelPos = -9999;
+  TransversePos = -9999;
+  Pulse1StartTime = -9999;
+  Pulse2StartTime = -9999;
+  Pulse1LastTime = -9999;
+  Pulse2LastTime = -9999;
+
+  LAPPDDataTimeStampUL = 0;
+  LAPPDDataBeamgateUL = 0;
+  LAPPDDataTimestampPart1 = 0;
+  LAPPDDataBeamgatePart1 = 0;
+  LAPPDDataTimestampPart2 = -9999;
+  LAPPDDataBeamgatePart2 = -9999;
+
+  ppsDiff = -9999;
+  ppsCount0 = 0;
+  ppsCount1 = 0;
+  ppsTime0 = 0;
+  ppsTime1 = 0;
+
+  CTCTimeStamp = 0;
+  CTCTriggerWord.clear();
+  trigNumInThisMap = -9999;
+  trigIndexInThisMap = 0;
+
+  groupedTriggerWordsVector.clear();
+  groupedTriggerTimestampsVector.clear();
+  groupedTriggerWords.clear();
+  groupedTriggerTimestamps.clear();
+  groupedTriggerByType.clear();
+  groupedTriggerType = -9999;
+  TriggerGroupNumInThisEvent = 0; // start from 0
+  groupedTriggerType = -9999;
+}
+
+bool LAPPDTreeMaker::LoadRunInfoFromRaw()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::LoadRunInfoFromRaw" << endl;
+  m_data->CStore.Get("runNumber", RunNumber);
+  m_data->CStore.Get("rawFileNumber", PartFileNumber);
+  m_data->CStore.Get("subrunNumber", SubRunNumber);
+  return true;
+}
+
+bool LAPPDTreeMaker::LoadRunInfoFromANNIEEvent()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::LoadRunInfoFromANNIEEvent" << endl;
+  m_data->Stores["ANNIEEvent"]->Header->Get("RunNumber", RunNumber);
+  m_data->Stores["ANNIEEvent"]->Header->Get("SubRunNumber", SubRunNumber);
+  m_data->Stores["ANNIEEvent"]->Header->Get("PartFileNumber", PartFileNumber);
+  if (treeMakerVerbosity > 0)
+    cout << "RunNumber: " << RunNumber << ", SubRunNumber: " << SubRunNumber << ", PartFileNumber: " << PartFileNumber << endl;
+  return true;
+}
+
+bool LAPPDTreeMaker::FillPulseTree()
+{
+  // LAPPDPulse thisPulse(LAPPD_ID, channel, peakBin*(25./256.), Q, peakAmp, pulseStart, pulseStart+pulseSize);
+  std::map<unsigned long, vector<vector<LAPPDPulse>>>::iterator it;
+  int foundPulseNum = 0;
+  if (lappdPulses.size() == 0)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "No pulses found" << endl;
+    return true;
+  }
+  for (it = lappdPulses.begin(); it != lappdPulses.end(); it++)
+  {
+    int stripno = it->first;
+    vector<vector<LAPPDPulse>> stripPulses = it->second;
+    vector<LAPPDPulse> pulse0 = stripPulses.at(0);
+    vector<LAPPDPulse> pulse1 = stripPulses.at(1);
+    for (int i = 0; i < pulse0.size(); i++)
+    {
+      PulseSide = 0;
+      LAPPDPulse thisPulse = pulse0.at(i);
+      LAPPD_ID = thisPulse.GetTubeId();
+      ChannelID = thisPulse.GetChannelID();
+      StripNumber = stripno;
+      PeakTime = thisPulse.GetTime();
+      Charge = thisPulse.GetCharge();
+      PeakAmp = thisPulse.GetPeak();
+      PulseStart = thisPulse.GetLowRange();
+      PulseEnd = thisPulse.GetHiRange();
+      PulseSize = PulseEnd - PulseStart;
+      // TODO save threshold and baseline
+      fPulse->Fill();
+      foundPulseNum++;
+    }
+    for (int i = 0; i < pulse1.size(); i++)
+    {
+      PulseSide = 1;
+      LAPPDPulse thisPulse = pulse1.at(i);
+      LAPPD_ID = thisPulse.GetTubeId();
+      ChannelID = thisPulse.GetChannelID();
+      StripNumber = stripno;
+      PeakTime = thisPulse.GetTime();
+      Charge = thisPulse.GetCharge();
+      PeakAmp = thisPulse.GetPeak();
+      PulseStart = thisPulse.GetLowRange();
+      PulseEnd = thisPulse.GetHiRange();
+      PulseSize = PulseEnd - PulseStart;
+      // TODO save threshold and baseline
+      fPulse->Fill();
+      foundPulseNum++;
+    }
+  }
+  if (treeMakerVerbosity > 0)
+    cout << "Found and saved " << foundPulseNum << " pulses" << endl;
+  return true;
+}
+
+bool LAPPDTreeMaker::FillHitTree()
+{
+  // LAPPDHit hit(tubeID, averageTimeLow, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime);
+  int foundHitNum = 0;
+  if (lappdHits.size() == 0)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "No hits found" << endl;
+    return true;
+  }
+  std::map<unsigned long, vector<LAPPDHit>>::iterator it;
+  for (it = lappdHits.begin(); it != lappdHits.end(); it++)
+  {
+    int stripno = it->first;
+    vector<LAPPDHit> stripHits = it->second;
+    for (int i = 0; i < stripHits.size(); i++)
+    {
+      LAPPDHit thisHit = stripHits.at(i);
+      LAPPD_ID = thisHit.GetTubeId();
+      StripNumber = stripno;
+      HitTime = thisHit.GetTime();
+      HitAmp = thisHit.GetCharge();
+      vector<double> position = thisHit.GetPosition();
+      XPosTank = position.at(0);
+      YPosTank = position.at(1);
+      ZPosTank = position.at(2);
+      vector<double> localPosition = thisHit.GetLocalPosition();
+      ParallelPos = localPosition.at(0);
+      TransversePos = localPosition.at(1);
+      Pulse1StartTime = thisHit.GetPulse1StartTime();
+      Pulse2StartTime = thisHit.GetPulse2StartTime();
+      Pulse1LastTime = thisHit.GetPulse1LastTime();
+      Pulse2LastTime = thisHit.GetPulse2LastTime();
+      fHit->Fill();
+      foundHitNum++;
+    }
+  }
+  if (treeMakerVerbosity > 0)
+    cout << "Found and saved " << foundHitNum << " hits" << endl;
+  return true;
+}
+
+bool LAPPDTreeMaker::FillWaveformTree()
+{
+  if (waveformMax.size() == 0)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "No waveforms found" << endl;
+    return true;
+  }
+  std::map<unsigned long, vector<double>>::iterator it;
+  for (it = waveformMax.begin(); it != waveformMax.end(); it++)
+  {
+    StripNumber = it->first;
+    for (int side = 0; side < 2; side++)
+    {
+      PulseSide = side;
+      LAPPD_ID = 0;
+      waveformMaxValue = waveformMax.at(StripNumber).at(side);
+      waveformRMSValue = waveformRMS.at(StripNumber).at(side);
+      waveformMaxFoundNear = waveformMaxLast.at(StripNumber).at(side);
+      waveformMaxNearingValue = waveformMaxNearing.at(StripNumber).at(side);
+      waveformMaxTimeBinValue = waveformMaxTimeBin.at(StripNumber).at(side);
+      fWaveform->Fill();
+    }
+  }
+  if (treeMakerVerbosity > 0)
+    cout << "Found and saved " << waveformMax.size() << " waveforms" << endl;
+  return true;
+}
+
+bool LAPPDTreeMaker::FillPPSTimestamp()
+{
+  ppsTime0 = pps_vector.at(0);
+  ppsTime1 = pps_vector.at(1);
+  ppsCount0 = pps_count_vector.at(0);
+  ppsCount1 = pps_count_vector.at(1);
+  ppsDiff = ppsTime1 - ppsTime0;
+  m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPD_ID: " << LAPPD_ID << ", ppsDiff: " << ppsDiff << ", ppsTime0: " << ppsTime0 << ", ppsTime1: " << ppsTime1 << ", ppsCount0: " << ppsCount0 << ", ppsCount1: " << ppsCount1 << endl;
+  fTimeStamp->Fill();
+  return true;
+}
+
+bool LAPPDTreeMaker::FillLAPPDDataTimeStamp()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::FillLAPPDDataTimeStamp. Before fill: LAPPDDataTimeStampUL: " << LAPPDDataTimeStampUL << ", LAPPDDataBeamgateUL: " << LAPPDDataBeamgateUL << ", LAPPDDataTimestampPart1: " << LAPPDDataTimestampPart1 << ", LAPPDDataBeamgatePart1: " << LAPPDDataBeamgatePart1 << ", LAPPDDataTimestampPart2: " << LAPPDDataTimestampPart2 << ", LAPPDDataBeamgatePart2: " << LAPPDDataBeamgatePart2 << endl;
+  m_data->CStore.Get("LAPPDBeamgate_Raw", LAPPDDataBeamgateUL);
+  m_data->CStore.Get("LAPPDTimestamp_Raw", LAPPDDataTimeStampUL);
+  m_data->CStore.Get("LAPPDBGIntCombined", LAPPDDataBeamgatePart1);
+  m_data->CStore.Get("LAPPDBGFloat", LAPPDDataBeamgatePart2);
+  m_data->CStore.Get("LAPPDTSIntCombined", LAPPDDataTimestampPart1);
+  m_data->CStore.Get("LAPPDTSFloat", LAPPDDataTimestampPart2);
+  m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
+  fTimeStamp->Fill();
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDDataTimeStampUL: " << LAPPDDataTimeStampUL << ", LAPPDDataBeamgateUL: " << LAPPDDataBeamgateUL << ", LAPPDDataTimestampPart1: " << LAPPDDataTimestampPart1 << ", LAPPDDataBeamgatePart1: " << LAPPDDataBeamgatePart1 << ", LAPPDDataTimestampPart2: " << LAPPDDataTimestampPart2 << ", LAPPDDataBeamgatePart2: " << LAPPDDataBeamgatePart2 << endl;
+  return true;
+}
+
+bool LAPPDTreeMaker::FillTriggerTree()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::FillTriggerTree" << endl;
+
+  trigNumInThisMap = TriggerWordMap->size();
+  for (const auto &item : *TriggerWordMap)
+  {
+    CTCTimeStamp = item.first;
+    CTCTriggerWord = item.second;
+    fTrigger->Fill();
+    trigIndexInThisMap++;
+  }
+  if (treeMakerVerbosity > 0)
+    cout << "FillTriggerTree: " << trigNumInThisMap << " triggers filled" << endl;
+
+  return true;
+}
+
+bool LAPPDTreeMaker::FillGroupedTriggerTree()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::FillGroupedTriggerTree" << endl;
+
+  // fill new triggers from the map to ungrouped trigger buffer
+  for (const auto &item : *TriggerWordMap)
+  {
+    CTCTimeStamp = item.first;
+    CTCTriggerWord = item.second;
+
+    for (const auto &trigw : CTCTriggerWord)
+    {
+      unGroupedTriggerTimestamps.push_back(CTCTimeStamp);
+      unGroupedTriggerWords.push_back(trigw);
+    }
+  }
+
+  if (LoadGroupOption == "beam")
+    GroupTriggerByBeam();
+  else if (LoadGroupOption == "laser")
+    GroupTriggerByLaser();
+
+  GroupPPSTrigger();
+
+  for (int i = 0; i < groupedTriggerWordsVector.size(); i++)
+  {
+    groupedTriggerWords = groupedTriggerWordsVector.at(i);
+    groupedTriggerTimestamps = groupedTriggerTimestampsVector.at(i);
+    groupedTriggerType = groupedTriggerByType.at(i);
+    fGroupedTrigger->Fill();
+    TriggerGroupNumInThisEvent += 1;
+  }
+
+  CleanTriggers();
+
+  return true;
+}
+
+bool LAPPDTreeMaker::GroupTriggerByBeam()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::GroupTriggerByBeam" << endl;
+
+  vector<int> removeIndex;
+  bool beamNow = false;
+  bool trigger2ed = false;
+  bool trigger14ed = false;
+  bool trigger1ed = false;
+  int beamConfirm = 0;
+  vector<uint32_t> thisTGroup;
+  vector<unsigned long> thisTTimestamp;
+  bool ppsNow = false;
+
+  for (int i = 0; i < unGroupedTriggerWords.size(); i++)
+  {
+    uint32_t tWord = unGroupedTriggerWords.at(i);
+    unsigned long tTime = unGroupedTriggerTimestamps.at(i);
+    bool pushedToBuffer = false;
+    if (!beamNow)
+    {
+      // not in a beam group
+      if (tWord == 3)
+      {
+        beamNow = true;
+        beamConfirm = 0;
+        thisTGroup.push_back(tWord);
+        thisTTimestamp.push_back(tTime);
+        pushedToBuffer = true;
+        trigger2ed = false;
+        trigger14ed = false;
+        trigger1ed = false;
+      }
+    }
+    else
+    { // while in a group
+      if (beamConfirm <= 2 && tWord == 3)
+      {
+        // in grouping mode, meet a new start, but haven't got enough trigger 14 and 2
+        // clear buffer, restart the grouping from this t 3
+        thisTGroup.clear();
+        thisTTimestamp.clear();
+        beamNow = true;
+        thisTGroup.push_back(tWord);
+        thisTTimestamp.push_back(tTime);
+        pushedToBuffer = true;
+        trigger2ed = false;
+        trigger14ed = false;
+        trigger1ed = false;
+      }
+
+      if (beamConfirm > 2 && tWord == 10)
+      {
+        // if beam confirmed and meet a trigger 10, save the grouped triggers
+        // 10 always come with 8, which is delayed trigger to MRD
+        thisTGroup.push_back(tWord);
+        thisTTimestamp.push_back(tTime);
+        pushedToBuffer = true;
+        // if found trigger 14 and 2, save the grouped triggers
+        if ((std::find(thisTGroup.begin(), thisTGroup.end(), 14) != thisTGroup.end()) && (std::find(thisTGroup.begin(), thisTGroup.end(), 2) != thisTGroup.end()))
+        {
+          groupedTriggerWordsVector.push_back(thisTGroup);
+          groupedTriggerTimestampsVector.push_back(thisTTimestamp);
+          groupedTriggerByType.push_back(14);
+        }
+        thisTGroup.clear();
+        thisTTimestamp.clear();
+        beamNow = false;
+        trigger14ed = false;
+        trigger2ed = false;
+        trigger1ed = false;
+        beamConfirm = 0;
+      }
+
+      if (!pushedToBuffer && tWord != 32 && tWord != 34 && tWord != 36)
+      {
+        if (tWord == 2)
+        {
+          trigger2ed = true;
+          beamConfirm++;
+        }
+
+        if (tWord != 14)
+        {
+          thisTGroup.push_back(tWord);
+          thisTTimestamp.push_back(tTime);
+        }
+        else if (!trigger14ed)
+        {
+          thisTGroup.push_back(tWord);
+          thisTTimestamp.push_back(tTime);
+          trigger14ed = true;
+          beamConfirm++;
+        }
+        pushedToBuffer = true;
+      }
+    }
+
+    if (pushedToBuffer)
+    {
+      removeIndex.push_back(i);
+    }
+  }
+
+  vector<uint32_t> unRemovedTriggerWords;
+  vector<unsigned long> unRemovedTriggerTimestamps;
+  for (int i = 0; i < unGroupedTriggerWords.size(); i++)
+  {
+    if (std::find(removeIndex.begin(), removeIndex.end(), i) == removeIndex.end())
+    {
+      unRemovedTriggerWords.push_back(unGroupedTriggerWords.at(i));
+      unRemovedTriggerTimestamps.push_back(unGroupedTriggerTimestamps.at(i));
+    }
+  }
+  unGroupedTriggerTimestamps = unRemovedTriggerTimestamps;
+  unGroupedTriggerWords = unRemovedTriggerWords;
+
+  return true;
+}
+
+bool LAPPDTreeMaker::GroupPPSTrigger()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::GroupPPSTrigger" << endl;
+
+  vector<int> removeIndex;
+  vector<uint32_t> thisTGroup;
+  vector<unsigned long> thisTTimestamp;
+  bool ppsNow = false;
+  for (int i = 0; i < unGroupedTriggerWords.size(); i++)
+  {
+    uint32_t tWord = unGroupedTriggerWords.at(i);
+    unsigned long tTime = unGroupedTriggerTimestamps.at(i);
+    bool pushedToBuffer = false;
+    if (!ppsNow)
+    {
+      if (tWord == 32)
+      {
+        ppsNow = true;
+        thisTGroup.push_back(tWord);
+        thisTTimestamp.push_back(tTime);
+        pushedToBuffer = true;
+      }
+    }
+    else
+    {
+      if (tWord == 34)
+      {
+        thisTGroup.push_back(tWord);
+        thisTTimestamp.push_back(tTime);
+        pushedToBuffer = true;
+        groupedTriggerWordsVector.push_back(thisTGroup);
+        groupedTriggerTimestampsVector.push_back(thisTTimestamp);
+        groupedTriggerByType.push_back(32);
+        thisTGroup.clear();
+        thisTTimestamp.clear();
+        ppsNow = false;
+      }
+    }
+
+    if (pushedToBuffer)
+    {
+      removeIndex.push_back(i);
+    }
+  }
+
+  vector<uint32_t> unRemovedTriggerWords;
+  vector<unsigned long> unRemovedTriggerTimestamps;
+  for (int i = 0; i < unGroupedTriggerWords.size(); i++)
+  {
+    if (std::find(removeIndex.begin(), removeIndex.end(), i) == removeIndex.end())
+    {
+      unRemovedTriggerWords.push_back(unGroupedTriggerWords.at(i));
+      unRemovedTriggerTimestamps.push_back(unGroupedTriggerTimestamps.at(i));
+    }
+  }
+  unGroupedTriggerTimestamps = unRemovedTriggerTimestamps;
+  unGroupedTriggerWords = unRemovedTriggerWords;
+  return true;
+}
+
+bool LAPPDTreeMaker::GroupTriggerByLaser()
+{
+  // waiting for implementation
+  return true;
+}
+
+void LAPPDTreeMaker::CleanTriggers()
+{
+  // only keep the last 1000 triggers
+  // create new vector to store the last 1000 triggers
+  if (unGroupedTriggerWords.size() > 1000)
+  {
+    std::vector<uint32_t> lastTrigWords(unGroupedTriggerWords.end() - 1000, unGroupedTriggerWords.end());
+    unGroupedTriggerWords = lastTrigWords;
+    std::vector<unsigned long> lastTrigTimestamps(unGroupedTriggerTimestamps.end() - 1000, unGroupedTriggerTimestamps.end());
+    unGroupedTriggerTimestamps = lastTrigTimestamps;
+  }
+}
\ No newline at end of file
diff --git a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
new file mode 100644
index 000000000..c95e69c86
--- /dev/null
+++ b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
@@ -0,0 +1,155 @@
+#ifndef LAPPDTreeMaker_H
+#define LAPPDTreeMaker_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "TTree.h"
+#include "TFile.h"
+#include "TString.h"
+#include "LAPPDPulse.h"
+#include "LAPPDHit.h"
+#include "Geometry.h"
+#include "Position.h"
+
+/**
+ * \class LAPPDTreeMaker
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: Yue Feng $
+ * $Date: 2024/02/03 16:10:00 $
+ * Contact: yuef@iastate.edu
+ */
+class LAPPDTreeMaker : public Tool
+{
+
+public:
+    LAPPDTreeMaker();                                         ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+    void CleanVariables();
+    bool FillPulseTree();
+    bool FillHitTree();
+    bool FillWaveformTree();
+    bool FillPPSTimestamp();
+    bool FillLAPPDDataTimeStamp();
+    bool LoadRunInfoFromRaw();
+    bool LoadRunInfoFromANNIEEvent();
+    bool GroupTriggerByBeam();
+    bool GroupTriggerByLaser();
+    bool GroupPPSTrigger();
+    bool FillTriggerTree();
+    bool FillGroupedTriggerTree();
+    void CleanTriggers();
+
+private:
+    TFile *file;
+    TTree *fPulse;
+    TTree *fHit;
+    TTree *fWaveform;
+    TTree *fTimeStamp;
+    TTree *fTrigger;
+    TTree *fGroupedTrigger;
+
+    int treeMakerVerbosity;
+    bool LAPPDana;
+    bool LoadingPPS;
+
+    bool LoadPulse;
+    bool LoadHit;
+    bool LoadWaveform;
+    bool LoadLAPPDDataTimeStamp;
+    bool LoadPPSTimestamp;
+    bool LoadRunInfoRaw;
+    bool LoadRunInfoANNIEEvent;
+    bool LoadTriggerInfo;
+    bool LoadGroupedTriggerInfo;
+    string LoadGroupOption; // using beam, or laser, or other.
+
+    std::map<unsigned long, vector<Waveform<double>>> lappdData;
+    std::map<unsigned long, vector<double>> waveformMax; // strip number+30*side, value
+    std::map<unsigned long, vector<double>> waveformRMS;
+    std::map<unsigned long, vector<double>> waveformMaxLast;
+    std::map<unsigned long, vector<double>> waveformMaxNearing;
+    std::map<unsigned long, vector<int>> waveformMaxTimeBin;
+
+    map<uint64_t, std::vector<uint32_t>> *TriggerWordMap;
+    unsigned long CTCTimeStamp;
+    std::vector<uint32_t> CTCTriggerWord;
+    int trigNumInThisMap;
+    int trigIndexInThisMap;
+    int TriggerGroupNumInThisEvent;
+    int groupedTriggerType;
+
+    vector<uint32_t> unGroupedTriggerWords;
+    vector<unsigned long> unGroupedTriggerTimestamps;
+    vector<vector<uint32_t>> groupedTriggerWordsVector;
+    vector<vector<unsigned long>> groupedTriggerTimestampsVector;
+    vector<int> groupedTriggerByType;
+    vector<uint32_t> groupedTriggerWords;
+    vector<unsigned long> groupedTriggerTimestamps;
+
+    double waveformMaxValue;
+    double waveformRMSValue;
+    bool waveformMaxFoundNear;
+    double waveformMaxNearingValue;
+    int waveformMaxTimeBinValue;
+
+    std::map<unsigned long, vector<vector<LAPPDPulse>>> lappdPulses;
+    std::map<unsigned long, vector<LAPPDHit>> lappdHits;
+    Geometry *_geom;
+    string treeMakerInputPulseLabel;
+    string treeMakerInputHitLabel;
+    string treeMakerOutputFileName;
+
+    int EventNumber; // this is for LAPPD relate event number, data or PPS, not trigger!!
+    int StripNumber;
+
+    int LAPPD_ID;
+    int ChannelID;
+    double PeakTime;
+    double Charge;
+    double PeakAmp;
+    double PulseStart;
+    double PulseEnd;
+    double PulseSize;
+    int PulseSide;
+    double PulseThreshold;
+    double PulseBaseline;
+
+    double HitTime;
+    double HitAmp;
+    double XPosTank;
+    double YPosTank;
+    double ZPosTank;
+    double ParallelPos;
+    double TransversePos;
+    double Pulse1StartTime;
+    double Pulse2StartTime;
+    double Pulse1LastTime;
+    double Pulse2LastTime;
+
+    unsigned long LAPPDDataTimeStampUL;
+    unsigned long LAPPDDataBeamgateUL;
+    unsigned long LAPPDDataTimestampPart1;
+    unsigned long LAPPDDataBeamgatePart1;
+    double LAPPDDataTimestampPart2;
+    double LAPPDDataBeamgatePart2;
+
+    vector<unsigned long> pps_vector;
+    vector<unsigned long> pps_count_vector;
+    Long64_t ppsDiff;
+    unsigned long ppsCount0;
+    unsigned long ppsCount1;
+    unsigned long ppsTime0; // in clock tick, without 3.125ns
+    unsigned long ppsTime1; // in clock tick, without 3.125ns
+
+    int RunNumber;
+    int SubRunNumber;
+    int PartFileNumber;
+};
+
+#endif
diff --git a/UserTools/LAPPDTreeMaker/README.md b/UserTools/LAPPDTreeMaker/README.md
new file mode 100644
index 000000000..23363ae82
--- /dev/null
+++ b/UserTools/LAPPDTreeMaker/README.md
@@ -0,0 +1,20 @@
+# LAPPDTreeMaker
+
+LAPPDTreeMaker
+
+## Data
+
+Describe any data formats LAPPDTreeMaker creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for LAPPDTreeMaker.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
index 56dae396a..e6a08cf0a 100644
--- a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
+++ b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
@@ -63,7 +63,7 @@ bool TriggerDataDecoder::Execute(){
     m_data->CStore.Set("NewCTCDataAvailable",false);
     bool PauseCTCDecoding = false;
     m_data->CStore.Get("PauseCTCDecoding",PauseCTCDecoding);
-    if (PauseCTCDecoding){
+    if (PauseCTCDecoding && verbosity > 0){
       std::cout << "TriggerDataDecoder tool: Pausing trigger decoding to let Tank and MRD data catch up..." << std::endl;
       return true;
     }
@@ -98,7 +98,7 @@ bool TriggerDataDecoder::Execute(){
     }
     bool new_ts_available = false;
     std::vector<uint32_t> aTimeStampData = Tdata->TimeStampData;
-    std::cout <<"aTimeStampData.size(): "<<aTimeStampData.size()<<std::endl;
+    if(verbosity>0) std::cout <<"aTimeStampData.size(): "<<aTimeStampData.size()<<std::endl;
     for(int i = 0; i < (int) aTimeStampData.size(); i++){
       if(verbosity>v_debug) std::cout<<"TriggerDataDecoder Tool: Loading next TrigData from entry's index " << i <<std::endl;
       new_ts_available = this->AddWord(aTimeStampData.at(i));
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 9e00352b5..636f2bf14 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -175,3 +175,10 @@
 #include "PlotsTrackLengthAndEnergy.h"
 #include "SaveConfigInfo.h"
 #include "ReadConfigInfo.h"
+#include "LAPPDLoadStore.h"
+#include "LAPPDTreeMaker.h"
+#include "LAPPDPlots.h"
+#include "LAPPDThresReco.h"
+#include "LAPPDTimeAlignment.h"
+#include "LAPPDBaseline.h"
+#include "LAPPDStoreReorder.h"

From 4ae243d2c8195640d4ce1c91e87d7796b4ccad8e Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Mon, 22 Apr 2024 23:52:43 -0500
Subject: [PATCH 030/163] Add LAPPD_EB tool chain for generating timestamp
 tree. Add LAPPDRaw tool for generating lappd analysis tree

---
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   |   9 +-
 UserTools/LoadRawData/LoadRawData.cpp         | 135 ++++++++++++++----
 UserTools/LoadRawData/LoadRawData.h           |   1 +
 configfiles/LAPPDRaw/ConfigGeo                |  11 ++
 configfiles/LAPPDRaw/ConfigPlot               | 129 +++++++++++++++++
 configfiles/LAPPDRaw/ConfigPreProcess         |  65 +++++++++
 configfiles/LAPPDRaw/ConfigStoreReadIn        |  43 ++++++
 configfiles/LAPPDRaw/Configs                  |  69 +++++++++
 configfiles/LAPPDRaw/DefaultTriggerMask.txt   |   7 +
 configfiles/LAPPDRaw/LoadRawDataConfig        |  12 ++
 configfiles/LAPPDRaw/ToolChainConfig          |  24 ++++
 configfiles/LAPPDRaw/ToolsConfig              |  18 +++
 configfiles/LAPPDRaw/TriggerDataDecoderConfig |   4 +
 configfiles/LAPPDRaw/list.txt                 |   3 +
 configfiles/LAPPD_EB/ConfigGeo                |  11 ++
 configfiles/LAPPD_EB/Configs                  |  56 ++++++++
 configfiles/LAPPD_EB/LoadRawDataConfig        |  12 ++
 configfiles/LAPPD_EB/ToolChainConfig          |  24 ++++
 configfiles/LAPPD_EB/ToolsConfig              |  11 ++
 configfiles/LAPPD_EB/TriggerDataDecoderConfig |   4 +
 configfiles/LAPPD_EB/list.txt                 |   8 ++
 21 files changed, 622 insertions(+), 34 deletions(-)
 create mode 100644 configfiles/LAPPDRaw/ConfigGeo
 create mode 100755 configfiles/LAPPDRaw/ConfigPlot
 create mode 100755 configfiles/LAPPDRaw/ConfigPreProcess
 create mode 100755 configfiles/LAPPDRaw/ConfigStoreReadIn
 create mode 100644 configfiles/LAPPDRaw/Configs
 create mode 100644 configfiles/LAPPDRaw/DefaultTriggerMask.txt
 create mode 100644 configfiles/LAPPDRaw/LoadRawDataConfig
 create mode 100644 configfiles/LAPPDRaw/ToolChainConfig
 create mode 100644 configfiles/LAPPDRaw/ToolsConfig
 create mode 100644 configfiles/LAPPDRaw/TriggerDataDecoderConfig
 create mode 100644 configfiles/LAPPDRaw/list.txt
 create mode 100644 configfiles/LAPPD_EB/ConfigGeo
 create mode 100644 configfiles/LAPPD_EB/Configs
 create mode 100644 configfiles/LAPPD_EB/LoadRawDataConfig
 create mode 100644 configfiles/LAPPD_EB/ToolChainConfig
 create mode 100644 configfiles/LAPPD_EB/ToolsConfig
 create mode 100644 configfiles/LAPPD_EB/TriggerDataDecoderConfig
 create mode 100644 configfiles/LAPPD_EB/list.txt

diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index 76794db28..779a106d2 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -133,7 +133,7 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
 
     if (loadOffsets)
         LoadOffsetsAndCorrections();
-    debugStoreReadIn.open("debugStoreReadIn.txt");
+    if(LAPPDStoreReadInVerbosity>11) debugStoreReadIn.open("debugStoreReadIn.txt");
 
     return true;
 }
@@ -171,6 +171,7 @@ bool LAPPDLoadStore::Execute()
     // decide loading data or not, set to LAPPDana for later tools
     LAPPDana = LoadData();
     m_data->CStore.Set("LAPPDana", LAPPDana);
+    if(LAPPDStoreReadInVerbosity>0) cout<<"LAPPDana for loading was set to "<<LAPPDana<<endl;
     if (!LAPPDana)
     {
         // not loading data, return
@@ -243,7 +244,7 @@ bool LAPPDLoadStore::Execute()
         m_data->Stores["ANNIEEvent"]->Set("TriggerChannelBase", TrigChannel);
 
         m_data->CStore.Set("NewLAPPDDataAvailable",true);
-        debugStoreReadIn<< " Set NewLAPPDDataAvailable to true"<<endl;
+        if(LAPPDStoreReadInVerbosity>11) debugStoreReadIn<< " Set NewLAPPDDataAvailable to true"<<endl;
 
         NonEmptyEvents += 1;
         eventNo++;
@@ -980,7 +981,7 @@ void LAPPDLoadStore::SaveTimeStamps()
     m_data->Stores["ANNIEEvent"]->Set("LAPPDBeamgate_Raw", beamgate_63_0);
     m_data->Stores["ANNIEEvent"]->Set("LAPPDTimestamp_Raw", timestamp_63_0);
 
-debugStoreReadIn<<eventNo<<" LAPPDStoreReadIn, Saving timestamps, beamgate_timestamp: "<<beamgate_63_0<<", lappd_timestamp: "<<timestamp_63_0<<endl;
+    if(LAPPDStoreReadInVerbosity>11) debugStoreReadIn<<eventNo<<" LAPPDStoreReadIn, Saving timestamps, beamgate_timestamp: "<<beamgate_63_0<<", lappd_timestamp: "<<timestamp_63_0<<endl;
 
     if (loadOffsets && runInfoLoaded)
     {
@@ -1075,7 +1076,7 @@ void LAPPDLoadStore::SaveOffsets()
 
     cout<<"LAPPDStoreReadIn, Saving offsets and corrections, key: "<<key<<", LAPPDOffset: "<<LAPPDOffset<<", LAPPDOffset_minus_ps: "<<LAPPDOffset_minus_ps<<", LAPPDBGCorrection: "<<LAPPDBGCorrection<<", LAPPDTSCorrection: "<<LAPPDTSCorrection<<endl;
 
-    debugStoreReadIn<<eventNo<<"+LAPPDStoreReadIn, Saving offsets and corrections, key: "<<key<<", LAPPDOffset: "<<LAPPDOffset<<", LAPPDOffset_minus_ps: "<<LAPPDOffset_minus_ps<<", LAPPDBGCorrection: "<<LAPPDBGCorrection<<", LAPPDTSCorrection: "<<LAPPDTSCorrection<<endl;
+    if(LAPPDStoreReadInVerbosity>11) debugStoreReadIn<<eventNo<<"+LAPPDStoreReadIn, Saving offsets and corrections, key: "<<key<<", LAPPDOffset: "<<LAPPDOffset<<", LAPPDOffset_minus_ps: "<<LAPPDOffset_minus_ps<<", LAPPDBGCorrection: "<<LAPPDBGCorrection<<", LAPPDTSCorrection: "<<LAPPDTSCorrection<<endl;
     }
 
 void LAPPDLoadStore::LoadOffsetsAndCorrections()
diff --git a/UserTools/LoadRawData/LoadRawData.cpp b/UserTools/LoadRawData/LoadRawData.cpp
index bbddfcde9..a825391d6 100644
--- a/UserTools/LoadRawData/LoadRawData.cpp
+++ b/UserTools/LoadRawData/LoadRawData.cpp
@@ -63,7 +63,7 @@ bool LoadRawData::Initialise(std::string configfile, DataModel &data){
   MRDEntriesCompleted = false;
   TrigEntriesCompleted = false;
   LAPPDEntriesCompleted = false;
-
+  JumpBecauseLAPPD = false;
   LAPPDPaused = 0;
 
   m_data->CStore.Set("FileProcessingComplete",false);
@@ -78,7 +78,7 @@ bool LoadRawData::Execute(){
   //Check if we've reached the end of our file list or single file 
   bool ProcessingComplete = false;
   if(FileCompleted) ProcessingComplete = this->InitializeNewFile();
-  if(ProcessingComplete) {
+  if(BuildType != "LAPPDMerging" && ProcessingComplete) {
     Log("LoadRawData Tool: All files have been processed.",v_message,verbosity);
     m_data->CStore.Set("FileProcessingComplete",true);
     return true;
@@ -113,6 +113,9 @@ bool LoadRawData::Execute(){
       std::cout << "LoadRawData tool ERROR: no files in file list to parse! Stopping toolchain" << std::endl;
       m_data->vars.Set("StopLoop",1);
       return false;
+      if(BuildType == "LAPPDMerging" && FileCompleted){
+        return true;
+      }
     }
     if(FileCompleted || CurrentFile=="NONE"){
       Log("LoadRawData tool:   Moving to next file.",v_message,verbosity);
@@ -127,10 +130,63 @@ bool LoadRawData::Execute(){
       this->LoadPMTMRDData();
       this->LoadTriggerData();
       this->LoadLAPPDData();
+      
+      {
+      // extract run number and file number from filename
+      std::regex runNumber_regex("RAWDataR(\\d{4})"); 
+      std::regex subrunNUmber_regex("S(\\d{1,4})p");
+      std::regex rawFileNumber_regex("p(\\d{1,4})");  
+      std::smatch match;
+      if (std::regex_search(CurrentFile, match, runNumber_regex) && match.size() > 1)
+      {
+        int runNumber = std::stoi(match.str(1)); 
+        if(verbosity > 0) std::cout << "runNumber: " << runNumber << std::endl;
+        m_data->CStore.Set("runNumber", runNumber);
+      }
+      else
+      {
+        std::cout << "runNumber not found" << std::endl;
+        m_data->CStore.Set("rawFileNumber", -9999);
+      }
+
+      if (std::regex_search(CurrentFile, match, subrunNUmber_regex) && match.size() > 1)
+      {
+        int subrunNumber = std::stoi(match.str(1));
+        if(verbosity > 0) std::cout << "subrunNumber: " << subrunNumber << std::endl;
+        m_data->CStore.Set("subrunNumber", subrunNumber);
+      }
+      else
+      {
+        std::cout << "subrunNumber not found" << std::endl;
+        m_data->CStore.Set("subrunNumber", -9999);
+      }
+      
+      if (std::regex_search(CurrentFile, match, rawFileNumber_regex) && match.size() > 1)
+      {
+        int rawFileNumber = std::stoi(match.str(1));
+        if(verbosity > 0) std::cout << "rawFileNumber: " << rawFileNumber << std::endl;
+        m_data->CStore.Set("rawFileNumber", rawFileNumber);
+      }
+      else
+      {
+        std::cout << "rawFileNumber not found" << std::endl;
+        m_data->CStore.Set("runNumber", -9999);
+      }
+      }
+
     } else {
      if(verbosity>v_message) std::cout << "LoadRawDataTool: continuing file " << OrganizedFileList.at(FileNum) << std::endl;
     }
     FileCompleted = false;
+    if (JumpBecauseLAPPD){
+      //something the LAPPD data in raw data file may have a very large entry number seems like because of overflow
+      //then the whole loader will be stuck in the loop, so we need to jump to the next file
+      //only set while loading with LAPPD, won't affect others
+      FileCompleted = true;
+      JumpBecauseLAPPD = false;
+      cout<<"LoadRawData: Jumping to next file because there is something wrong about LAPPD data"<<endl;
+      return true;
+    }
   } 
   
   else if (Mode == "Processing"){
@@ -258,16 +314,15 @@ bool LoadRawData::Execute(){
     Log("LoadRawData Tool: ALL LAPPD ENTRIES COLLECTED.",v_debug, verbosity);
     LAPPDEntriesCompleted = true;
     LAPPDPaused = true;
-    if(TrigEntryNum < trigtotalentries) CTCPaused = false;
+    //if(TrigEntryNum < trigtotalentries) CTCPaused = false;
+    //when use ANNIEEventBuilder, the CTC data are usually pulsed at ~10 entries
+    //but if we also load the LAPPD data, the pulse will be canceled here
+    //and there is no need to recheck everything is not paused again
     if(TankEntryNum < tanktotalentries) TankPaused = false;
     if(MRDEntryNum < mrdtotalentries) MRDPaused = false;
   }
-  if (LAPPDEntryNum == lappdtotalentries){
-    Log("LoadRawData Tool: ALL LAPPD ENTRIES COLLECTED.",v_debug, verbosity);
+  if (lappdtotalentries < 0){ //some time the lappd broken data can give negative value
     LAPPDEntriesCompleted = true;
-    LAPPDPaused = true;
-    if(TankEntryNum < tanktotalentries) TankPaused = false;
-    if(MRDEntryNum < mrdtotalentries) MRDPaused = false;
   }
 
   m_data->CStore.Set("PauseTankDecoding",TankPaused);
@@ -281,6 +336,10 @@ bool LoadRawData::Execute(){
   //Set if the raw data file has been completed
   if (TankEntriesCompleted && BuildType == "Tank") FileCompleted = true;
   if (MRDEntriesCompleted && BuildType == "MRD") FileCompleted = true;
+  if (LAPPDEntriesCompleted && BuildType == "LAPPD") FileCompleted = true;
+  if ((LAPPDEntriesCompleted && TrigEntriesCompleted) && (BuildType == "LAPPDAndCTC" || BuildType == "CTCAndLAPPD")) FileCompleted = true;
+  if (lappdtotalentries == 0 && (BuildType == "LAPPD" || BuildType == "LAPPDMerging" || BuildType == "LAPPDAndCTC" || BuildType == "CTCAndLAPPD")) FileCompleted = true;
+  if (LAPPDEntriesCompleted && BuildType == "LAPPDMerging") FileCompleted = true;
   if ((TankEntriesCompleted && MRDEntriesCompleted) && (BuildType == "TankAndMRD")) FileCompleted = true;
   if ((TrigEntriesCompleted && TankEntriesCompleted) && (BuildType == "TankAndCTC")) FileCompleted = true;
   if ((TrigEntriesCompleted && MRDEntriesCompleted) && (BuildType == "MRDAndCTC")) FileCompleted = true;
@@ -396,12 +455,28 @@ void LoadRawData::LoadTriggerData(){
 
 void LoadRawData::LoadLAPPDData(){
   Log("LoadRawData Tool: Accessing LAPPD Data in raw data",v_message,verbosity);
-  if((BuildType == "TankAndMRDAndCTCAndLAPPD")){
+  if(BuildType == "TankAndMRDAndCTCAndLAPPD" || BuildType == "LAPPD" || BuildType == "LAPPDMerging" || BuildType == "LAPPDAndCTC" || BuildType == "CTCAndLAPPD"){
     Log("LoadRawData Tool: Accessing LAPPD Data in raw data",v_message,verbosity);
     try{
       RawData->Get("LAPPDData",*LAPPDData);
       LAPPDData->Header->Get("TotalEntries",lappdtotalentries);
-      if(verbosity>3) LAPPDData->Print(false);
+      if(verbosity>3) {
+        Log("LoadRawData Tool: LAPPDData printing",v_message,verbosity);
+        LAPPDData->Print(false);
+        Log("LoadRawData Tool: LAPPDData Header printing",v_message,verbosity);
+        LAPPDData->Header->Print(false);
+      }
+      if(lappdtotalentries < 0){ //some time the lappd broken data can give negative value
+        lappdtotalentries = 0;
+        LAPPDEntriesCompleted = true;
+      }else{
+        Log("LoadRawData Tool: in loading, LAPPDData has "+std::to_string(lappdtotalentries)+" entries",v_message,verbosity);
+        if(lappdtotalentries > 100000){
+          Log("LoadRawData Tool: LAPPDData has "+std::to_string(lappdtotalentries)+" entries. This is a large wrong number of entries. May be a corrupted file.",v_warning,verbosity);
+          JumpBecauseLAPPD = true; //if loading LAPPD data and the LAPPD data in this file was broken, jump to next file
+          return;
+        }
+      }
      } catch (...) {
        Log("LoadRawData: Did not find LAPPDData in raw data file! (Maybe corrupted!!!) Don't process LAPPDData",0,0);
       lappdtotalentries=0;
@@ -516,8 +591,16 @@ TrigData->Close(); TrigData->Delete(); delete TrigData; TrigData = new BoostStor
     EndOfProcessing = true;
   }
   if(Mode == "FileList" && FileNum == int(OrganizedFileList.size())){
+  //In Merging LAPPD with event building data, loading LAPPD from raw data will be finished before finishing merging
+  //so set the FileNum == to >=, and minus 1 to not disturb other code relate to FileNum
     Log("LoadRawData Tool: Full file list parsed.  Ending toolchain after this loop.",v_message, verbosity);
-    m_data->vars.Set("StopLoop",1);
+    m_data->CStore.Set("LAPPDanaData",false); //while use loading raw data to merge LAPPD data with other data, after reading all LAPPD data, set later LAPPDReadIn to stop.
+    if(BuildType != "LAPPDMerging"){
+      m_data->vars.Set("StopLoop",1);
+    }else{
+      Log("LoadRawData Tool: in LAPPD Merging mode, do not stop tool chain",v_message, verbosity);
+      FileNum -= 1;
+    }
     EndOfProcessing = true;
   }
   //No need to stop the loop in continous mode
@@ -529,7 +612,7 @@ TrigData->Close(); TrigData->Delete(); delete TrigData; TrigData = new BoostStor
 }
 
 void LoadRawData::GetNextDataEntries(){
-  std::cout <<"BuildType: "<<BuildType<<std::endl;
+  if(verbosity>0) std::cout <<"BuildType: "<<BuildType<<std::endl;
   //Get next PMTData Entry
   if(BuildType == "Tank" || BuildType == "TankAndMRD" || BuildType == "TankAndMRDAndCTC" || BuildType == "TankAndCTC" || BuildType == "TankAndMRDAndCTCAndLAPPD"){
     if(!TankPaused && !TankEntriesCompleted){
@@ -568,19 +651,8 @@ void LoadRawData::GetNextDataEntries(){
     }
   }
 
-  //Get next LAPPDData Entry
-  if (BuildType == "TankAndMRDAndCTCAndLAPPD"){
-    if (!LAPPDPaused && !LAPPDEntriesCompleted){
-      Log("LoadRawData Tool: Processing LAPPDData Entry "+to_string(LAPPDEntryNum)+"/"+to_string(lappdtotalentries),v_debug,verbosity);
-      LAPPDData->GetEntry(LAPPDEntryNum);
-      LAPPDData->Get("LAPPDData",*Ldata);
-      m_data->CStore.Set("LAPPDData",Ldata,true);
-      LAPPDEntryNum+=1;
-    }
-  }
-
   //Get next TrigData Entry
-  if((BuildType == "TankAndMRDAndCTC" || BuildType == "TankAndCTC" || BuildType == "MRDAndCTC" || BuildType == "CTC" || BuildType == "TankAndMRDAndCTCAndLAPPD") && !TrigEntriesCompleted && !CTCPaused){
+  if((BuildType == "TankAndMRDAndCTC" || BuildType == "TankAndCTC" || BuildType == "MRDAndCTC" || BuildType == "CTC" || BuildType == "TankAndMRDAndCTCAndLAPPD" || BuildType == "CTCAndLAPPD" || BuildType == "LAPPDAndCTC") && !TrigEntriesCompleted && !CTCPaused){
     Log("LoadRawData Tool: Procesing TrigData Entry "+to_string(TrigEntryNum)+"/"+to_string(trigtotalentries),v_debug, verbosity);
     if (storetrigoverlap && TrigEntryNum == 0 && extract_part != 0){
       TrigData->GetEntry(TrigEntryNum);
@@ -613,12 +685,15 @@ void LoadRawData::GetNextDataEntries(){
   }
 
   //Get next LAPPDData Entry
-  if(BuildType == "LAPPD" || BuildType == "TankAndLAPPD" || BuildType == "MRDAndLAPPD" || BuildType == "TankAndMRDAndLAPPD" || BuildType == "TankAndMRDAndLAPPDAndCTC"){
-        Log("LoadRawData Tool: Processing LAPPDData Entry "+to_string(LAPPDEntryNum)+"/"+to_string(lappdtotalentries),v_debug,verbosity);
-        LAPPDData->GetEntry(LAPPDEntryNum);
-        LAPPDData->Get("LAPPDData", *Ldata);
-        m_data->CStore.Set("LAPPDData", Ldata);
-        LAPPDEntryNum+=1;
+  if(BuildType == "LAPPD" || BuildType == "TankAndLAPPD" || BuildType == "MRDAndLAPPD" || BuildType == "TankAndMRDAndLAPPD" || BuildType == "TankAndMRDAndCTCAndLAPPD" || BuildType == "CTCAndLAPPD" || BuildType == "LAPPDMerging" || BuildType == "LAPPDAndCTC" ){
+    if(!LAPPDPaused && !LAPPDEntriesCompleted){
+    Log("LoadRawData Tool: Processing LAPPDData Entry "+to_string(LAPPDEntryNum)+"/"+to_string(lappdtotalentries),v_debug,verbosity);
+    LAPPDData->GetEntry(LAPPDEntryNum);
+    LAPPDData->Get("LAPPDData", *Ldata);
+    m_data->CStore.Set("LAPPDData", Ldata);
+    m_data->CStore.Set("LAPPDanaData",true);
+    LAPPDEntryNum+=1;
+    }
   }
   return;
 }
diff --git a/UserTools/LoadRawData/LoadRawData.h b/UserTools/LoadRawData/LoadRawData.h
index 95204fed2..54308c5e0 100644
--- a/UserTools/LoadRawData/LoadRawData.h
+++ b/UserTools/LoadRawData/LoadRawData.h
@@ -63,6 +63,7 @@ class LoadRawData: public Tool {
   bool TrigEntriesCompleted;
   bool LAPPDEntriesCompleted;
   bool FileCompleted;
+  bool JumpBecauseLAPPD;
   int TankEntryNum = 0;
   int MRDEntryNum = 0;
   int TrigEntryNum = 0;
diff --git a/configfiles/LAPPDRaw/ConfigGeo b/configfiles/LAPPDRaw/ConfigGeo
new file mode 100644
index 000000000..ffe0ca918
--- /dev/null
+++ b/configfiles/LAPPDRaw/ConfigGeo
@@ -0,0 +1,11 @@
+#LoadGeometry
+verbosity 0
+LAPPDChannelCount 60
+FACCMRDGeoFile ./configfiles/LoadGeometry/FullMRDGeometry.csv
+DetectorGeoFile ./configfiles/LoadGeometry/DetectorGeometrySpecs.csv
+LAPPDGeoFile ./configfiles/LAPPDana/LAPPDGeometry.csv
+TankPMTGeoFile ./configfiles/LoadGeometry/FullTankPMTGeometry.csv
+TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains_BeamRun20192020.csv
+AuxiliaryChannelFile ./configfiles/LoadGeometry/AuxChannels.csv
+LAPPDMerging 0
+
diff --git a/configfiles/LAPPDRaw/ConfigPlot b/configfiles/LAPPDRaw/ConfigPlot
new file mode 100755
index 000000000..2e1fa034f
--- /dev/null
+++ b/configfiles/LAPPDRaw/ConfigPlot
@@ -0,0 +1,129 @@
+oldLaser 0 #1 for old data, 0 for new trigger boards
+
+#LAPPDBaselineSubtract
+BLSInputWavLabel AlignedLAPPDData
+BaselineSubstractVerbosityLevel 0
+TrigChannel 5 #Specified channel the trigger signal will be on
+LAPPDchannelOffset 1000
+LowBLfitrange 25;
+HiBLfitrange  60;
+TrigLowBLfitrange 30
+TrigHiBLfitrange  100
+BLSOutputWavLabel ABLSLAPPDData
+oldLaserTrigAmpRange 40
+
+#LAPPDFindPeak
+FindPeakVerbosity 0
+FiltPeakInputWavLabel FiltLAPPDData
+RawPeakInputWavLabel LAPPDWaveforms
+BLSPeakInputWavLabel ABLSLAPPDData
+FindPeakOutLabel SimpleRecoLAPPDPulses
+TotThreshold 15.
+MinimumTot 900.
+Deltat 100.
+
+# General Parameters
+Nsamples 256
+SampleSize 100
+NChannels 60
+
+#LAPPDPlotWaveForms
+requireT0signal 0
+SaveByChannel 1
+#PlotWavLabel RawLAPPDData
+#PlotWavLabel LAPPDWaveforms
+PlotWavLabel BLsubtractedLAPPDData
+#PlotWavLabel AlignedLAPPDData
+switchBit 0
+
+outfile WaveForms_ablsub.root
+NHistos 200
+SaveSingleStrip 0
+SingleStripNo 9
+plotLow -10
+plotHigh 20
+
+#LAPPDPlotWaveForms2D
+outfile2D RawDataWaveForms_2D.root
+plot2DrecoPulseInputLabel thresRecoLAPPDPulses
+plot2DrecoHitInputLabel thresRecoLAPPDHits
+includeRecoPulses 1
+includeRecoHits 1
+plotAdditionalPart 1
+titleSize 0.04
+canvasMargin 0.15
+canvasTitleOffset 1
+#LAPPDSelectPlot2D
+LAPPDSelectPlotWaveform2DLabel LAPPDWaveforms
+SelectOutfile2D LAPPDSelectPlot.root
+MRDTrackExistSelection 0 
+verbosityPlot2D 10
+colorContour 255
+useDefaultPalette 1
+colorPalette 112
+
+
+
+#LAPPDThresReco
+LAPPDThresRecoVerbosity 0
+verbosity 0
+printHitsTXT 0
+threshold 10
+minPulseWidth 10
+#thresRecoInputWaveLabel AlignedLAPPDData
+ThresRecoInputWaveLabel BLsubtractedLAPPDData
+#thresRecoInputWaveLabel LAPPDWaveforms
+
+ThresRecoOutputPulseLabel LAPPDPulses
+ThresRecoOutputHitLabel LAPPDHits
+useMaxTime 1
+#signalSpeedOnStrip 0.6667
+signalSpeedOnStrip 0.567 #1.69982/2.99792
+triggerBoardDelay 0
+loadPrintMRDinfo 1
+useRange -1   #set this to 0 for using pulse start time as the saved pulse time, 1 for high, -1 for using peak time
+plusClockBit 0
+
+savePositionOnStrip 1
+
+
+#LAPPDStackStrip
+verbosityStackStrip 0
+StackOutputFileName stacked.root
+#StackInputWaveLabel BLsubtractedLAPPDData
+StackInputWaveLabel RawLAPPDData
+#StackInputWaveLabel LAPPDWaveforms
+StackStripNumber 1
+StackStripSide 0
+
+#LAPPDPlotWaveForms
+NHistos 200
+SaveByChannel 0
+SaveSingleStrip 0
+SingleStripNo 1
+requireT0signal 0
+
+
+#LAPPDTreeMaker
+treeMakerVerbosity 0
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree.root 
+
+
+
+#LAPPDPlots
+LAPPDPlotInputWaveLabel BLsubtractedLAPPDData
+LAPPDPlotsVerbosity 0
+CanvasXSubPlotNumber 2
+CanvasYSubPlotNumber 2
+canvasMargin 0.1
+drawHighThreshold 50
+drawLowThreshold -20
+
+CanvasWidth 1000
+CanvasHeight 500
+
+maxDrawEventNumber 50
+
+DrawBinHist 1
diff --git a/configfiles/LAPPDRaw/ConfigPreProcess b/configfiles/LAPPDRaw/ConfigPreProcess
new file mode 100755
index 000000000..ee2a71e11
--- /dev/null
+++ b/configfiles/LAPPDRaw/ConfigPreProcess
@@ -0,0 +1,65 @@
+# General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+LAPPDchannelOffset 1000
+Folder ../Data/3655/
+#Folder ../Data/2022-06-10/
+
+#LAPPDBaselineSubtract
+BaselineSubstractVerbosityLevel 0
+TrigChannel1  1005
+TrigChannel2  1035
+#BLSInputWavLabel LAPPDWaveforms #LAPPDWaveforms
+BLSInputWavLabel AlignedLAPPDData
+#BLSInputWavLabel RawLAPPDData
+
+LowBLfitrange 0
+HiBLfitrange  60
+TrigLowBLfitrange 110
+TrigHiBLfitrange  160
+BLSOutputWavLabel BLsubtractedLAPPDData
+oldLaserTrigAmpRange 40
+
+#LAPPDFindT0
+FindT0Verbosity 0
+#FindT0InputWavLabel BLsubtractedLAPPDData
+#FindT0InputWavLabel RawLAPPDData
+FindT0InputWavLabel LAPPDWaveforms
+OneBoardShift 0
+OneBoardShiftValue 16
+
+
+TrigEarlyCut 20
+TrigLateCut 200
+T0channelNo 1005
+T0channelNo1 1005
+T0channelNo2 1005
+T0signalmax -100.
+T0signalthreshold -50.
+T0signalmaxOld 50. #Older data uses a positive going signal
+T0signalthresholdOld 80. #Older data uses a positive going signal
+T0offset  0
+FindT0OutputWavLabel AlignedLAPPDData
+GlobalShiftT0 0
+#Added by Marc
+Triggerdefault 5
+LAPPDOffset 1000
+
+#LAPPDPlotWaveForms
+requireT0signal 0
+SaveByChannel 1
+PlotWavLabel BLsubtractedLAPPDData
+#PlotWavLabel LAPPDWaveforms
+outfile WaveForms_rawblsub.root
+NHistos 400
+SaveSingleStrip 0
+SingleStripNo 9
+
+
+
+
+
+
+
+
diff --git a/configfiles/LAPPDRaw/ConfigStoreReadIn b/configfiles/LAPPDRaw/ConfigStoreReadIn
new file mode 100755
index 000000000..d4b3b4e5f
--- /dev/null
+++ b/configfiles/LAPPDRaw/ConfigStoreReadIn
@@ -0,0 +1,43 @@
+# General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+#StoreInputFile /pnfs/annie/persistent/users/redwards/data/filtered_lappd/R3649-R3844/LAPPDEventsBeamgateMRDTrack/FilteredEvents_LAPPDEventsBeamgateMRDTrack_R3649-R3844
+
+LAPPDStoreReadInVerbosity 0
+
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 1 
+stopEntries 10000000000
+
+DoPedSubtraction 1
+Nboards 6 #Number of pedestal files to be read in
+PedinputfileTXT ../Pedestals/swapLAPPD/Pedestal
+#PedinputfileTXT ../Pedestals/change/Pedestal
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+#LAPPDReorderData
+LAPPDReorderVerbosityLevel 0
+ReorderVerbosityLevel 0
+ReorderInputWavLabel RawLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 150
+
+ReadStore 0
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+OutputWavLabel RawLAPPDData 
+SelectSingleLAPPD false
+SelectedLAPPD 0
+ 
diff --git a/configfiles/LAPPDRaw/Configs b/configfiles/LAPPDRaw/Configs
new file mode 100644
index 000000000..00e70fe0a
--- /dev/null
+++ b/configfiles/LAPPDRaw/Configs
@@ -0,0 +1,69 @@
+ General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 1
+stopEntries 10000000000
+
+DoPedSubtraction 0
+Nboards 6 #Number of pedestal files to be read in
+#PedinputfileTXT ../Pedestals/swapLAPPD/Pedestal
+#PedinputfileTXT ../Pedestals/run3xxx/Pedestal
+#Laser 2024 Feb
+PedinputfileTXT ../Pedestals/Laser2024Feb/P
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+#LAPPDReorderData
+ReorderVerbosityLevel 0
+#ReorderInputWavLabel RawLAPPDData
+ReorderInputWavLabel AlignedLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 180
+
+ReadStore 0
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 1
+loadOffsets 0
+num_vector_data 7795
+num_vector_pps 16
+
+#LAPPDTreeMaker
+LoadPulse 1
+LoadHit 1
+LoadWaveform 1
+LoadLAPPDDataTimeStamp 1
+LoadPPSTimestamp 1
+LoadRunInfoRaw 1
+LoadRunInfoANNIEEvent 0
+
+treeMakerVerbosity 0
+
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree.root
+LoadTriggerInfo 0
+LoadGroupOption beam
+LoadGroupedTriggerInfo 1
diff --git a/configfiles/LAPPDRaw/DefaultTriggerMask.txt b/configfiles/LAPPDRaw/DefaultTriggerMask.txt
new file mode 100644
index 000000000..002014f0f
--- /dev/null
+++ b/configfiles/LAPPDRaw/DefaultTriggerMask.txt
@@ -0,0 +1,7 @@
+#Triggers are given by Jonathan; place one number per line. Values are index + 1
+#4+1: Delayed beam.  32+1: LED trigger. 34+1: AmBe and Cosmic trigger.  35+1: MRD_CR_Trigger. 30+1: LED_Start
+3
+5
+8
+14
+32
diff --git a/configfiles/LAPPDRaw/LoadRawDataConfig b/configfiles/LAPPDRaw/LoadRawDataConfig
new file mode 100644
index 000000000..0caf97dbc
--- /dev/null
+++ b/configfiles/LAPPDRaw/LoadRawDataConfig
@@ -0,0 +1,12 @@
+verbosity 0
+BuildType LAPPDAndCTC
+Mode FileList
+
+
+InputFile ./configfiles/LAPPDRaw/list.txt
+
+
+DummyRunInfo 1
+StoreTrigOverlap 0
+ReadTrigOverlap 0
+StoreRawData 0
diff --git a/configfiles/LAPPDRaw/ToolChainConfig b/configfiles/LAPPDRaw/ToolChainConfig
new file mode 100644
index 000000000..6bccc8861
--- /dev/null
+++ b/configfiles/LAPPDRaw/ToolChainConfig
@@ -0,0 +1,24 @@
+
+#ToollChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1 ## Verbosity level of ToolChain
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1 ## 1= will attempt to finalise if an execute fails
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery ##### Ignore these settings for local analysis
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File configfiles/LAPPDRaw/ToolsConfig  ## list of tools to run and their config files
+
+##### Run Type #####
+Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Interactive 0 ## set to 1 if you want to run the code interactively
+
diff --git a/configfiles/LAPPDRaw/ToolsConfig b/configfiles/LAPPDRaw/ToolsConfig
new file mode 100644
index 000000000..1bae5453d
--- /dev/null
+++ b/configfiles/LAPPDRaw/ToolsConfig
@@ -0,0 +1,18 @@
+LoadGeometry LoadGeometry configfiles/LAPPDRaw/ConfigGeo
+LoadRawData LoadRawData configfiles/LAPPDRaw/LoadRawDataConfig
+
+#TriggerDataDecoder TriggerDataDecoder configfiles/LAPPDRaw/TriggerDataDecoderConfig
+
+LAPPDLoadStore LAPPDLoadStore configfiles/LAPPDRaw/Configs
+LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDRaw/ConfigStoreReadIn
+
+LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDRaw/ConfigPreProcess
+LAPPDBaseline LAPPDBaseline configfiles/LAPPDRaw/ConfigPreProcess
+LAPPDPlots LAPPDPlots configfiles/LAPPDRaw/ConfigPlot
+
+LAPPDThresReco LAPPDThresReco configfiles/LAPPDRaw/ConfigPlot
+
+LAPPDTreeMaker LAPPDTreeMaker configfiles/LAPPDRaw/Configs
+
+
+
diff --git a/configfiles/LAPPDRaw/TriggerDataDecoderConfig b/configfiles/LAPPDRaw/TriggerDataDecoderConfig
new file mode 100644
index 000000000..22aa89a31
--- /dev/null
+++ b/configfiles/LAPPDRaw/TriggerDataDecoderConfig
@@ -0,0 +1,4 @@
+verbosity 0
+#TriggerMaskFile ./configfiles/LAPPDBeamAnalysis/LAPPDRaw/DefaultTriggerMask.txt
+StoreTrigOverlap 0
+ReadTrigOverlap 0
diff --git a/configfiles/LAPPDRaw/list.txt b/configfiles/LAPPDRaw/list.txt
new file mode 100644
index 000000000..000620da4
--- /dev/null
+++ b/configfiles/LAPPDRaw/list.txt
@@ -0,0 +1,3 @@
+/pnfs/annie/scratch/users/yuefeng/rawData/4796/RAWDataR4796S0p14
+/pnfs/annie/scratch/users/yuefeng/rawData/4796/RAWDataR4796S0p15
+/pnfs/annie/scratch/users/yuefeng/rawData/4796/RAWDataR4796S0p16
diff --git a/configfiles/LAPPD_EB/ConfigGeo b/configfiles/LAPPD_EB/ConfigGeo
new file mode 100644
index 000000000..ffe0ca918
--- /dev/null
+++ b/configfiles/LAPPD_EB/ConfigGeo
@@ -0,0 +1,11 @@
+#LoadGeometry
+verbosity 0
+LAPPDChannelCount 60
+FACCMRDGeoFile ./configfiles/LoadGeometry/FullMRDGeometry.csv
+DetectorGeoFile ./configfiles/LoadGeometry/DetectorGeometrySpecs.csv
+LAPPDGeoFile ./configfiles/LAPPDana/LAPPDGeometry.csv
+TankPMTGeoFile ./configfiles/LoadGeometry/FullTankPMTGeometry.csv
+TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains_BeamRun20192020.csv
+AuxiliaryChannelFile ./configfiles/LoadGeometry/AuxChannels.csv
+LAPPDMerging 0
+
diff --git a/configfiles/LAPPD_EB/Configs b/configfiles/LAPPD_EB/Configs
new file mode 100644
index 000000000..0975b4615
--- /dev/null
+++ b/configfiles/LAPPD_EB/Configs
@@ -0,0 +1,56 @@
+ General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+num_vector_pps 16 #Fixed PPS vector size
+num_vector_data 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 1
+stopEntries 10000000000
+
+DoPedSubtraction 0
+Nboards 6 #Number of pedestal files to be read in
+PedinputfileTXT ../Pedestals/Laser2024Feb/P
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+
+ReadStore 0
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 1
+loadOffsets 0
+
+
+#LAPPDTreeMaker
+LoadPulse 0
+LoadHit 0
+LoadWaveform 0
+LoadLAPPDDataTimeStamp 1
+LoadPPSTimestamp 1
+LoadRunInfoRaw 1
+LoadRunInfoANNIEEvent 0
+
+treeMakerVerbosity 0
+
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree.root
+LoadTriggerInfo 1
+LoadGroupOption beam
+LoadGroupedTriggerInfo 1
diff --git a/configfiles/LAPPD_EB/LoadRawDataConfig b/configfiles/LAPPD_EB/LoadRawDataConfig
new file mode 100644
index 000000000..3b9a2ea0a
--- /dev/null
+++ b/configfiles/LAPPD_EB/LoadRawDataConfig
@@ -0,0 +1,12 @@
+verbosity 0
+BuildType LAPPDAndCTC
+Mode FileList
+
+
+InputFile ./configfiles/LAPPD_EB/list.txt
+
+
+DummyRunInfo 1
+StoreTrigOverlap 0
+ReadTrigOverlap 0
+StoreRawData 0
diff --git a/configfiles/LAPPD_EB/ToolChainConfig b/configfiles/LAPPD_EB/ToolChainConfig
new file mode 100644
index 000000000..fe4ab0be2
--- /dev/null
+++ b/configfiles/LAPPD_EB/ToolChainConfig
@@ -0,0 +1,24 @@
+
+#ToollChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1 ## Verbosity level of ToolChain
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1 ## 1= will attempt to finalise if an execute fails
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery ##### Ignore these settings for local analysis
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File configfiles/LAPPD_EB/ToolsConfig  ## list of tools to run and their config files
+
+##### Run Type #####
+Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Interactive 0 ## set to 1 if you want to run the code interactively
+
diff --git a/configfiles/LAPPD_EB/ToolsConfig b/configfiles/LAPPD_EB/ToolsConfig
new file mode 100644
index 000000000..ea786fae4
--- /dev/null
+++ b/configfiles/LAPPD_EB/ToolsConfig
@@ -0,0 +1,11 @@
+LoadGeometry LoadGeometry configfiles/LAPPD_EB/ConfigGeo
+LoadRawData LoadRawData configfiles/LAPPD_EB/LoadRawDataConfig
+
+TriggerDataDecoder TriggerDataDecoder configfiles/LAPPD_EB/TriggerDataDecoderConfig
+
+LAPPDLoadStore LAPPDLoadStore configfiles/LAPPD_EB/Configs
+
+LAPPDTreeMaker LAPPDTreeMaker configfiles/LAPPD_EB/Configs
+
+
+
diff --git a/configfiles/LAPPD_EB/TriggerDataDecoderConfig b/configfiles/LAPPD_EB/TriggerDataDecoderConfig
new file mode 100644
index 000000000..d3e32f7f8
--- /dev/null
+++ b/configfiles/LAPPD_EB/TriggerDataDecoderConfig
@@ -0,0 +1,4 @@
+verbosity 0
+#TriggerMaskFile ./configfiles/LAPPDBeamAnalysis/LAPPDRawData/DefaultTriggerMask.txt
+StoreTrigOverlap 0
+ReadTrigOverlap 0
diff --git a/configfiles/LAPPD_EB/list.txt b/configfiles/LAPPD_EB/list.txt
new file mode 100644
index 000000000..f9adb18ca
--- /dev/null
+++ b/configfiles/LAPPD_EB/list.txt
@@ -0,0 +1,8 @@
+/pnfs/annie/persistent/raw/raw/4765/RAWDataR4765S0p12
+/pnfs/annie/persistent/raw/raw/4765/RAWDataR4765S0p13
+/pnfs/annie/persistent/raw/raw/4765/RAWDataR4765S0p14
+/pnfs/annie/persistent/raw/raw/4765/RAWDataR4765S0p15
+/pnfs/annie/persistent/raw/raw/4765/RAWDataR4765S0p16
+/pnfs/annie/persistent/raw/raw/4765/RAWDataR4765S0p17
+/pnfs/annie/persistent/raw/raw/4765/RAWDataR4765S0p18
+/pnfs/annie/persistent/raw/raw/4765/RAWDataR4765S0p19

From e668884f90d3756c43e252f2334b42323aa6bf22 Mon Sep 17 00:00:00 2001
From: Andrew Sutton <asutton@anniegpvm01.fnal.gov>
Date: Fri, 24 May 2024 12:32:10 -0500
Subject: [PATCH 031/163] Fixing a bug wherein not all timestamps were being
 saved to the ROOT file correctly

---
 UserTools/BeamFetcherV2/BeamFetcherV2.cpp | 19 +++++++++++--------
 UserTools/BeamFetcherV2/BeamFetcherV2.h   |  3 ++-
 2 files changed, 13 insertions(+), 9 deletions(-)

diff --git a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
index a25e52d05..2d7cba2d9 100644
--- a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
+++ b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
@@ -99,7 +99,8 @@ bool BeamFetcherV2::Initialise(std::string config_filename, DataModel& data)
   if (fSaveROOT) this->SetupROOTFile();
 
   // initialize the last timestamp
-  fLastTimestamp = 0;
+  fLastTimestampFetched = 0;
+  fLastTimestampSaved = 0;
   BeamDataMap = new std::map<uint64_t, std::map<std::string, BeamDataPoint> >;
 
   m_data->CStore.Set("NewBeamDataAvailable", false);
@@ -165,9 +166,9 @@ bool BeamFetcherV2::FetchFromTrigger()
   bool got_triggers = m_data->CStore.Get("TimeToTriggerWordMap",TimeToTriggerWordMap);
 
   // Now loop over the CTC timestamps
-  // But start at the fLastTimeStamp to prevent double counting if the timestamp data wasn't deleted
+  // But start at the fLastTimeStampFetched to prevent double counting if the timestamp data wasn't deleted
   if (got_triggers && TimeToTriggerWordMap) {
-    for (auto iterator = TimeToTriggerWordMap->lower_bound(fLastTimestamp);
+    for (auto iterator = TimeToTriggerWordMap->lower_bound(fLastTimestampFetched+1);
 	 iterator != TimeToTriggerWordMap->end(); ++iterator) {
 
       // We only care about beam triggers here
@@ -181,7 +182,7 @@ bool BeamFetcherV2::FetchFromTrigger()
       
       // Grab the timestamp
       uint64_t trigTimestamp = iterator->first;
-      fLastTimestamp = trigTimestamp;
+      fLastTimestampFetched = trigTimestamp;
 
       // Need to drop from ns to ms. This means that some timestamps will
       // already be recorded. We can skip these cases
@@ -292,13 +293,15 @@ void BeamFetcherV2::SetupROOTFile()
 void BeamFetcherV2::WriteTrees()
 {
   // Loop over timestamps
-  // But start at the fLastTimeStamp to prevent double counting if the timestamp data wasn't deleted
-  int devCounter = 0;
-  uint64_t lastTimestamp = fLastTimestamp/1E6;
-  for (auto iterTS = BeamDataMap->lower_bound(lastTimestamp);
+  // But start at the fLastTimeStampSaved to prevent double counting if the timestamp data wasn't deleted
+  int devCounter = 0;  
+  for (auto iterTS = BeamDataMap->lower_bound(fLastTimestampSaved+1);
        iterTS != BeamDataMap->end(); ++iterTS) {
 
     fTimestamp = iterTS->first;
+    fLastTimestampSaved = fTimestamp;
+
+    std::cout << "Timestamp: " << fTimestamp << std::endl;
     
     // Loop over devices
     for (const auto iterDev : iterTS->second) {
diff --git a/UserTools/BeamFetcherV2/BeamFetcherV2.h b/UserTools/BeamFetcherV2/BeamFetcherV2.h
index 88c8ff0b2..6aac55bc2 100644
--- a/UserTools/BeamFetcherV2/BeamFetcherV2.h
+++ b/UserTools/BeamFetcherV2/BeamFetcherV2.h
@@ -51,7 +51,8 @@ class BeamFetcherV2: public Tool {
     std::vector<std::string> fDevices;
 
     // Keep the last timestamp around to make sure we don't double count
-    uint64_t fLastTimestamp;
+    uint64_t fLastTimestampFetched;
+    uint64_t fLastTimestampSaved;
 
     // Is there new data?
     bool fNewCTCData;

From 786a194a3982a3884b62290720c81b6325c72e7c Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Sat, 1 Jun 2024 12:45:03 -0500
Subject: [PATCH 032/163] New event builder

Added tools:
EBLoadRaw : Load RawData
EBTriggerGrouper : group trigger for event building
EBPMT : Load PMT hits, build with the grouped triggers
EBMRD : Load MRD events, build with the grouped triggers
EBLAPPD : Load LAPPD info, build with the grouped triggers
EBSaver : use the pairing information, save the build events to boost
store
Modified tools:
PhaseIITreeMaker: include loading LAPPD timing information, and grouped
triggers
Added file:
offsetFit_MultipleLAPPD.cpp : use for LAPPD offset fitting

Added tool chains:
EventBuildingV2 : new event building tool chain
LAPPD_EB: generate LAPPD timing information with trigger information,
used for LAPPD offset fit

 On branch Application
 Your branch is up to date with 'origin/Application'.

 Changes to be committed:
	new file:   UserTools/EBLAPPD/EBLAPPD.cpp
	new file:   UserTools/EBLAPPD/EBLAPPD.h
	new file:   UserTools/EBLAPPD/README.md
	new file:   UserTools/EBLoadRaw/EBLoadRaw.cpp
	new file:   UserTools/EBLoadRaw/EBLoadRaw.h
	new file:   UserTools/EBLoadRaw/README.md
	new file:   UserTools/EBMRD/EBMRD.cpp
	new file:   UserTools/EBMRD/EBMRD.h
	new file:   UserTools/EBMRD/README.md
	new file:   UserTools/EBPMT/EBPMT.cpp
	new file:   UserTools/EBPMT/EBPMT.h
	new file:   UserTools/EBPMT/README.md
	new file:   UserTools/EBSaver/EBSaver.cpp
	new file:   UserTools/EBSaver/EBSaver.h
	new file:   UserTools/EBSaver/README.md
	new file:   UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
	new file:   UserTools/EBTriggerGrouper/EBTriggerGrouper.h
	new file:   UserTools/EBTriggerGrouper/README.md
	modified:   UserTools/Factory/Factory.cpp
	modified:   UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
	modified:   UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
	modified:   UserTools/Unity.h
	modified:   configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
	new file:   configfiles/EventBuilderV2/DefaultTriggerMask.txt
	new file:   configfiles/EventBuilderV2/EBLAPPDConfig
	new file:   configfiles/EventBuilderV2/EBLoadRawConfig
	new file:   configfiles/EventBuilderV2/EBMRDConfig
	new file:   configfiles/EventBuilderV2/EBPMTConfig
	new file:   configfiles/EventBuilderV2/EBSaverConfig
	new file:   configfiles/EventBuilderV2/EBTriggerGrouperConfig
	new file:   configfiles/EventBuilderV2/LAPPDLoadStoreConfig
	new file:   configfiles/EventBuilderV2/MRDDataDecoderConfig
	new file:   configfiles/EventBuilderV2/PMTDataDecoderConfig
	new file:   configfiles/EventBuilderV2/PhaseIIADCCalibratorConfig
	new file:   configfiles/EventBuilderV2/PhaseIIADCHitFinderConfig
	new file:   configfiles/EventBuilderV2/ToolChainConfig
	new file:   configfiles/EventBuilderV2/ToolsConfig
	new file:   configfiles/EventBuilderV2/TriggerDataDecoderConfig
	new file:   configfiles/EventBuilderV2/list.txt
	modified:   configfiles/LAPPDRaw/Configs
	modified:   configfiles/LAPPDRaw/list.txt
	modified:   configfiles/LAPPD_EB/list.txt
	new file:   offsetFit_MultipleLAPPD.cpp
---
 UserTools/EBLAPPD/EBLAPPD.cpp                 |  314 +++++
 UserTools/EBLAPPD/EBLAPPD.h                   |   79 ++
 UserTools/EBLAPPD/README.md                   |   20 +
 UserTools/EBLoadRaw/EBLoadRaw.cpp             |  645 +++++++++
 UserTools/EBLoadRaw/EBLoadRaw.h               |  113 ++
 UserTools/EBLoadRaw/README.md                 |   20 +
 UserTools/EBMRD/EBMRD.cpp                     |  225 ++++
 UserTools/EBMRD/EBMRD.h                       |   65 +
 UserTools/EBMRD/README.md                     |   20 +
 UserTools/EBPMT/EBPMT.cpp                     |  425 ++++++
 UserTools/EBPMT/EBPMT.h                       |   73 ++
 UserTools/EBPMT/README.md                     |   20 +
 UserTools/EBSaver/EBSaver.cpp                 | 1150 +++++++++++++++++
 UserTools/EBSaver/EBSaver.h                   |  167 +++
 UserTools/EBSaver/README.md                   |   20 +
 .../EBTriggerGrouper/EBTriggerGrouper.cpp     |  723 +++++++++++
 UserTools/EBTriggerGrouper/EBTriggerGrouper.h |  119 ++
 UserTools/EBTriggerGrouper/README.md          |   20 +
 UserTools/Factory/Factory.cpp                 |    6 +
 .../PhaseIITreeMaker/PhaseIITreeMaker.cpp     |  147 +++
 UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h |   32 +
 UserTools/Unity.h                             |    6 +
 .../PhaseIITreeMakerConfig                    |    8 +-
 .../EventBuilderV2/DefaultTriggerMask.txt     |   10 +
 configfiles/EventBuilderV2/EBLAPPDConfig      |    7 +
 configfiles/EventBuilderV2/EBLoadRawConfig    |   10 +
 configfiles/EventBuilderV2/EBMRDConfig        |    4 +
 configfiles/EventBuilderV2/EBPMTConfig        |    4 +
 configfiles/EventBuilderV2/EBSaverConfig      |   10 +
 .../EventBuilderV2/EBTriggerGrouperConfig     |   23 +
 .../EventBuilderV2/LAPPDLoadStoreConfig       |   39 +
 .../EventBuilderV2/MRDDataDecoderConfig       |    2 +
 .../EventBuilderV2/PMTDataDecoderConfig       |    5 +
 .../EventBuilderV2/PhaseIIADCCalibratorConfig |   15 +
 .../EventBuilderV2/PhaseIIADCHitFinderConfig  |   10 +
 configfiles/EventBuilderV2/ToolChainConfig    |   23 +
 configfiles/EventBuilderV2/ToolsConfig        |   21 +
 .../EventBuilderV2/TriggerDataDecoderConfig   |    3 +
 configfiles/EventBuilderV2/list.txt           |    3 +
 configfiles/LAPPDRaw/Configs                  |    5 +-
 configfiles/LAPPDRaw/list.txt                 |  713 +++++++++-
 configfiles/LAPPD_EB/list.txt                 |   58 +-
 offsetFit_MultipleLAPPD.cpp                   | 1076 +++++++++++++++
 43 files changed, 6441 insertions(+), 17 deletions(-)
 create mode 100644 UserTools/EBLAPPD/EBLAPPD.cpp
 create mode 100644 UserTools/EBLAPPD/EBLAPPD.h
 create mode 100644 UserTools/EBLAPPD/README.md
 create mode 100644 UserTools/EBLoadRaw/EBLoadRaw.cpp
 create mode 100644 UserTools/EBLoadRaw/EBLoadRaw.h
 create mode 100644 UserTools/EBLoadRaw/README.md
 create mode 100644 UserTools/EBMRD/EBMRD.cpp
 create mode 100644 UserTools/EBMRD/EBMRD.h
 create mode 100644 UserTools/EBMRD/README.md
 create mode 100644 UserTools/EBPMT/EBPMT.cpp
 create mode 100644 UserTools/EBPMT/EBPMT.h
 create mode 100644 UserTools/EBPMT/README.md
 create mode 100644 UserTools/EBSaver/EBSaver.cpp
 create mode 100644 UserTools/EBSaver/EBSaver.h
 create mode 100644 UserTools/EBSaver/README.md
 create mode 100644 UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
 create mode 100644 UserTools/EBTriggerGrouper/EBTriggerGrouper.h
 create mode 100644 UserTools/EBTriggerGrouper/README.md
 create mode 100644 configfiles/EventBuilderV2/DefaultTriggerMask.txt
 create mode 100644 configfiles/EventBuilderV2/EBLAPPDConfig
 create mode 100644 configfiles/EventBuilderV2/EBLoadRawConfig
 create mode 100644 configfiles/EventBuilderV2/EBMRDConfig
 create mode 100644 configfiles/EventBuilderV2/EBPMTConfig
 create mode 100644 configfiles/EventBuilderV2/EBSaverConfig
 create mode 100644 configfiles/EventBuilderV2/EBTriggerGrouperConfig
 create mode 100644 configfiles/EventBuilderV2/LAPPDLoadStoreConfig
 create mode 100644 configfiles/EventBuilderV2/MRDDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2/PMTDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2/PhaseIIADCCalibratorConfig
 create mode 100644 configfiles/EventBuilderV2/PhaseIIADCHitFinderConfig
 create mode 100644 configfiles/EventBuilderV2/ToolChainConfig
 create mode 100644 configfiles/EventBuilderV2/ToolsConfig
 create mode 100644 configfiles/EventBuilderV2/TriggerDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2/list.txt
 create mode 100644 offsetFit_MultipleLAPPD.cpp

diff --git a/UserTools/EBLAPPD/EBLAPPD.cpp b/UserTools/EBLAPPD/EBLAPPD.cpp
new file mode 100644
index 000000000..bc8147794
--- /dev/null
+++ b/UserTools/EBLAPPD/EBLAPPD.cpp
@@ -0,0 +1,314 @@
+#include "EBLAPPD.h"
+
+EBLAPPD::EBLAPPD() : Tool() {}
+
+bool EBLAPPD::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("verbosityEBLAPPD", verbosityEBLAPPD);
+  matchTargetTrigger = 14;
+  m_variables.Get("matchTargetTrigger", matchTargetTrigger);
+  matchTolerance_ns = 400000; // default 400us
+  m_variables.Get("matchTolerance_ns", matchTolerance_ns);
+  matchToAllTriggers = false;
+  m_variables.Get("matchToAllTriggers", matchToAllTriggers);
+  exePerMatch = 500;
+  m_variables.Get("exePerMatch", exePerMatch);
+
+  return true;
+}
+
+bool EBLAPPD::Execute()
+{
+  m_data->CStore.Get("PairedLAPPDTriggerTimestamp", PairedCTCTimeStamps);
+  m_data->CStore.Get("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
+  m_data->CStore.Get("PairedLAPPD_TriggerIndex", PairedLAPPD_TriggerIndex);
+  m_data->CStore.Get("Buffer_LAPPDData", Buffer_LAPPDData);
+  m_data->CStore.Get("Buffer_LAPPDTimestamp_ns", Buffer_LAPPDTimestamp_ns);
+  m_data->CStore.Get("Buffer_LAPPDBeamgate_ns", Buffer_LAPPDBeamgate_ns);
+  m_data->CStore.Get("Buffer_LAPPDOffset", Buffer_LAPPDOffset);
+  m_data->CStore.Get("Buffer_LAPPDBeamgate_Raw", Buffer_LAPPDBeamgate_Raw);
+  m_data->CStore.Get("Buffer_LAPPDTimestamp_Raw", Buffer_LAPPDTimestamp_Raw);
+  m_data->CStore.Get("Buffer_LAPPDBGCorrection", Buffer_LAPPDBGCorrection);
+  m_data->CStore.Get("Buffer_LAPPDTSCorrection", Buffer_LAPPDTSCorrection);
+  m_data->CStore.Get("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
+  m_data->CStore.Get("Buffer_LAPPDRunCode", Buffer_RunCode);
+  
+  Log("EBLAPPD: Got pairing information from CStore, PairedLAPPDTimeStamps[14] size = " + std::to_string(PairedLAPPDTimeStamps[14].size()), v_message, verbosityEBLAPPD);
+
+  CleanData();
+  m_data->CStore.Get("RunCode", currentRunCode);
+
+  bool IsNewLAPPDData = false;
+  m_data->CStore.Get("NewLAPPDDataAvailable", IsNewLAPPDData);
+  Log("EBLAPPD: NewLAPPDDataAvailable = " + std::to_string(IsNewLAPPDData), v_message, verbosityEBLAPPD);
+  bool LoadingPPS = false;
+  m_data->CStore.Get("LoadingPPS", LoadingPPS);
+
+  if (IsNewLAPPDData && !LoadingPPS)
+    LoadLAPPDData();
+
+  Log("EBLAPPD: Finished Loading LAPPD data to buffer, Buffer_LAPPDData size is now " + std::to_string(Buffer_LAPPDData.size()), v_message, verbosityEBLAPPD);
+
+  string storeFileName;
+  m_data->CStore.Get("SaveToFileName", storeFileName);
+
+  bool stopLoop = false;
+  m_data->vars.Get("StopLoop", stopLoop);
+  int runNum = thisRunNum;
+  m_data->vars.Get("RunNumber", thisRunNum);
+  if (stopLoop || runNum != thisRunNum || exeNum % exePerMatch == 0)
+  {
+    Log("EBLAPPD: exeNum = " + std::to_string(exeNum) + ". Doing matching", v_message, verbosityEBLAPPD);
+    if (matchToAllTriggers)
+    {
+      Matching(0, 0);
+    }
+    else
+    {
+      bool BeamTriggerGroupped = false;
+      m_data->CStore.Get("BeamTriggerGroupped", BeamTriggerGroupped);
+      if (BeamTriggerGroupped)
+        Matching(14, 14);
+      else
+        Log("EBLAPPD: BeamTriggerGroupped is false, no beam trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
+    
+      bool LaserTriggerGroupped = false;
+      m_data->CStore.Get("LaserTriggerGroupped", LaserTriggerGroupped);
+      if (LaserTriggerGroupped)
+        Matching(47, 46);
+      else
+        Log("EBLAPPD: LaserTriggerGroupped is false, no laser trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
+
+      bool CosmicTriggerGroupped = false;
+      m_data->CStore.Get("CosmicTriggerGroupped", CosmicTriggerGroupped);
+      if (CosmicTriggerGroupped)
+        Matching(44, 46);
+      else
+        Log("EBLAPPD: CosmicTriggerGroupped is false, no cosmic trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
+
+      bool LEDTriggerGroupped = false;
+      m_data->CStore.Get("LEDTriggerGroupped", LEDTriggerGroupped);
+      if (LEDTriggerGroupped)
+        Matching(31, 46);
+      else
+        Log("EBLAPPD: LEDTriggerGroupped is false, no LED trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
+    }
+  }
+
+  // Set all matching info to CStore
+  m_data->CStore.Set("PairedLAPPDTriggerTimestamp", PairedCTCTimeStamps);
+  m_data->CStore.Set("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
+  m_data->CStore.Set("PairedLAPPD_TriggerIndex", PairedLAPPD_TriggerIndex);
+  Log("EBLAPPD: Set pairing information to CStore, PairedLAPPDTimeStamps[14] size = " + std::to_string(PairedLAPPDTimeStamps[14].size()), v_message, verbosityEBLAPPD);
+
+  // Set the indexing of buffer
+  m_data->CStore.Set("Buffer_LAPPDTimestamp_ns", Buffer_LAPPDTimestamp_ns);
+
+  // Also set all buffers to CStore
+  m_data->CStore.Set("Buffer_LAPPDData", Buffer_LAPPDData);
+  m_data->CStore.Set("Buffer_LAPPDBeamgate_ns", Buffer_LAPPDBeamgate_ns);
+  m_data->CStore.Set("Buffer_LAPPDOffset", Buffer_LAPPDOffset);
+  m_data->CStore.Set("Buffer_LAPPDBeamgate_Raw", Buffer_LAPPDBeamgate_Raw);
+  m_data->CStore.Set("Buffer_LAPPDTimestamp_Raw", Buffer_LAPPDTimestamp_Raw);
+  m_data->CStore.Set("Buffer_LAPPDBGCorrection", Buffer_LAPPDBGCorrection);
+  m_data->CStore.Set("Buffer_LAPPDTSCorrection", Buffer_LAPPDTSCorrection);
+  m_data->CStore.Set("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
+  m_data->CStore.Set("Buffer_LAPPDRunCode", Buffer_RunCode);
+
+  exeNum++;
+
+  return true;
+}
+
+bool EBLAPPD::Finalise()
+{
+  Log("\033[1;34mEBLAPPD: Finalising\033[0m", v_message, verbosityEBLAPPD);
+  Log("EBLAPPD: Matched LAPPD number = " + std::to_string(matchedLAPPDNumber), v_message, verbosityEBLAPPD);
+  Log("EBLAPPD: Unmatched LAPPD number = " + std::to_string(MatchBuffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBLAPPD);
+  return true;
+}
+
+bool EBLAPPD::CleanData()
+{
+  LAPPDBeamgate_ns = 0;
+  LAPPDTimestamp_ns = 0;
+  LAPPDOffset = 0;
+  LAPPDBeamgate_Raw = 0;
+  LAPPDTimestamp_Raw = 0;
+  LAPPDBGCorrection = 0;
+  LAPPDTSCorrection = 0;
+  LAPPDOffset_minus_ps = 0;
+
+  return true;
+}
+
+bool EBLAPPD::LoadLAPPDData()
+{
+  // get the LAPPD beamgate
+  LAPPDBeamgate_Raw = 0;
+  LAPPDTimestamp_Raw = 0;
+  m_data->CStore.Get("LAPPDBeamgate_Raw", LAPPDBeamgate_Raw);
+  m_data->CStore.Get("LAPPDTimestamp_Raw", LAPPDTimestamp_Raw);
+
+  LAPPDBeamgate_ns = LAPPDBeamgate_Raw * 3.125;
+  LAPPDTimestamp_ns = LAPPDTimestamp_Raw * 3.125;
+
+  LAPPDBGCorrection = 0;
+  LAPPDTSCorrection = 0;
+  LAPPDOffset_minus_ps = 0;
+  m_data->CStore.Get("LAPPDBGCorrection", LAPPDBGCorrection);
+  m_data->CStore.Get("LAPPDTSCorrection", LAPPDTSCorrection);
+  m_data->CStore.Get("LAPPDOffset_minus_ps", LAPPDOffset_minus_ps);
+  LAPPDOffset = 0;
+  m_data->CStore.Get("LAPPDOffset", LAPPDOffset);
+
+  LAPPDBeamgate_ns = LAPPDBeamgate_ns + LAPPDBGCorrection + LAPPDOffset;
+  LAPPDTimestamp_ns = LAPPDTimestamp_ns + LAPPDTSCorrection + LAPPDOffset;
+
+  if (verbosityEBLAPPD > 1)
+  {
+    cout << "Processing new LAPPD data from store" << endl;
+    cout << "Got info: LAPPDBeamgate_Raw: " << LAPPDBeamgate_Raw << ", LAPPDTimestamp_Raw: " << LAPPDTimestamp_Raw << ", LAPPDBGCorrection: " << LAPPDBGCorrection << ", LAPPDTSCorrection: " << LAPPDTSCorrection << ", LAPPDOffset: " << LAPPDOffset << ", LAPPDOffset_minus_ps: " << LAPPDOffset_minus_ps << endl;
+    cout << "LAPPDBeamgate_ns:   " << LAPPDBeamgate_ns << endl;
+    cout << "LAPPDTimestamp_ns: " << LAPPDTimestamp_ns << endl;
+  }
+
+  bool gotdata = m_data->CStore.Get("StoreLoadedLAPPDData", dat);
+
+  if (gotdata)
+  {
+    Buffer_LAPPDTimestamp_ns.push_back(LAPPDTimestamp_ns);
+
+    Buffer_LAPPDData.push_back(dat);
+    Buffer_LAPPDBeamgate_ns.push_back(LAPPDBeamgate_ns);
+    Buffer_LAPPDOffset.push_back(LAPPDOffset);
+    Buffer_LAPPDBeamgate_Raw.push_back(LAPPDBeamgate_Raw);
+    Buffer_LAPPDTimestamp_Raw.push_back(LAPPDTimestamp_Raw);
+    Buffer_LAPPDBGCorrection.push_back(LAPPDBGCorrection);
+    Buffer_LAPPDTSCorrection.push_back(LAPPDTSCorrection);
+    Buffer_LAPPDOffset_minus_ps.push_back(LAPPDOffset_minus_ps);
+    Buffer_RunCode.push_back(currentRunCode);
+
+    MatchBuffer_LAPPDTimestamp_ns.push_back(LAPPDTimestamp_ns);
+
+    Log("EBLAPPD: Loaded LAPPD data to buffer, Buffer_LAPPDData size after this load is now " + std::to_string(Buffer_LAPPDData.size()), v_message, verbosityEBLAPPD);
+  }
+
+  return true;
+}
+
+bool EBLAPPD::Matching(int targetTrigger, int matchToTrack)
+{
+  cout << "\033[1;34m******* EBLAPPD : Matching *******\033[0m" << endl;
+
+  std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
+  m_data->CStore.Get("GroupedTriggersInTotal", GroupedTriggersInTotal);
+  //print how many trigger groups in each track
+
+  vector<uint64_t> matchedLAPPDTimes;
+  vector<int> indexToRemove;
+  std::map<int, int> matchedNumberInTrack;
+
+  // loop the LAPPDDataBuffer keys, and loop all the grouped triggers
+  // in each group of trigger, find the target trigger word and it's time
+  // fine the minimum time difference, if smaller than matchTolerance_ns, then save the time to PairedCTCTimeStamps and PairedLAPPDTimeStamps
+  for (int i = 0; i < MatchBuffer_LAPPDTimestamp_ns.size(); i++)
+  {
+    uint64_t LAPPDtime = MatchBuffer_LAPPDTimestamp_ns.at(i);
+    // if found LAPPDtime at PairedLAPPDTimeStamps, skip //shouldn't happen
+    if (std::find(PairedLAPPDTimeStamps[matchToTrack].begin(), PairedLAPPDTimeStamps[matchToTrack].end(), LAPPDtime) != PairedLAPPDTimeStamps[matchToTrack].end())
+    {
+      Log("EBLAPPD: Buffer " + std::to_string(i) + " with time " + std::to_string(Buffer_LAPPDTimestamp_ns.at(i)) + ": Found a match already", v_message, verbosityEBLAPPD);
+      continue;
+    }
+
+    // set minDT to 5 min
+    uint64_t minDT = 5 * 60 * 1e9;
+    uint64_t minDTTrigger = 0;
+    uint64_t dt = 0;
+    uint32_t matchedTrigWord = 0;
+    int matchedTrack = 0;
+    int matchedIndex = 0;
+
+    for (std::pair<int, std::vector<std::map<uint64_t, uint32_t>>> pair : GroupedTriggersInTotal)
+    {
+      int TrackTriggerWord = pair.first;
+      if(matchedNumberInTrack.find(TrackTriggerWord) == matchedNumberInTrack.end())
+        matchedNumberInTrack.emplace(TrackTriggerWord, 0);
+      if (TrackTriggerWord != matchToTrack && !matchToAllTriggers)
+      {
+        Log("EBLAPPD: Skipping TrackTriggerWord " + std::to_string(TrackTriggerWord), v_debug, verbosityEBLAPPD);
+        continue;
+      }
+      vector<std::map<uint64_t, uint32_t>> GroupedTriggers = pair.second;
+
+      for (int j = 0; j < GroupedTriggers.size(); j++)
+      {
+        map<uint64_t, uint32_t> groupedTrigger = GroupedTriggers.at(j);
+        // itearte over all the grouped triggers, if the value is target trigger, then calculate the time difference
+        for (std::pair<uint64_t, uint32_t> p : groupedTrigger)
+        {
+          if (matchToAllTriggers || p.second == targetTrigger)
+          {
+
+            if (LAPPDtime > p.first)
+            {
+              dt = LAPPDtime - p.first;
+            }
+            else
+            {
+              dt = p.first - LAPPDtime;
+            }
+            if (dt < minDT)
+            {
+              minDT = dt;
+              minDTTrigger = p.first;
+              matchedTrigWord = p.second;
+              matchedTrack = TrackTriggerWord;
+              matchedIndex = j;
+            }
+          }
+        }
+      }
+    }
+
+    Log("EBLAPPD: at buffer " + std::to_string(i) + " with time " + std::to_string(Buffer_LAPPDTimestamp_ns.at(i)) + ", minDT: " + std::to_string(minDT), v_debug, verbosityEBLAPPD);
+    if (minDT < matchTolerance_ns)
+    {
+      PairedCTCTimeStamps[matchedTrack].push_back(minDTTrigger);
+      PairedLAPPDTimeStamps[matchedTrack].push_back(LAPPDtime);
+      PairedLAPPD_TriggerIndex[matchedTrack].push_back(matchedIndex);
+
+      matchedLAPPDTimes.push_back(LAPPDtime);
+      indexToRemove.push_back(i);
+      matchedLAPPDNumber++;
+      matchedNumberInTrack[matchedTrack]++;
+      Log("EBLAPPD: Buffer " + std::to_string(i) + " with time " + std::to_string(Buffer_LAPPDTimestamp_ns.at(i)) + ": Found a match for LAPPD data at " + std::to_string(LAPPDtime) + " with target trigger at " + std::to_string(minDTTrigger) + " with minDT " + std::to_string(minDT), v_message, verbosityEBLAPPD);
+    }
+  }
+  Log("EBLAPPD: Finished matching LAPPD data with target triggers, " + std::to_string(matchedLAPPDTimes.size()) + " new matched found, total matchedLAPPDNumber = " + std::to_string(matchedLAPPDNumber) + " in buffer size = " + std::to_string(MatchBuffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBLAPPD);
+
+  for (int i = indexToRemove.size() - 1; i >= 0; i--)
+  {
+    MatchBuffer_LAPPDTimestamp_ns.erase(MatchBuffer_LAPPDTimestamp_ns.begin() + indexToRemove.at(i));
+  }
+
+  Log("EBLAPPD: Finished removing paired LAPPD data from match buffer, MatchBuffer_LAPPDTimestamp_ns size is now " + std::to_string(MatchBuffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBLAPPD);
+  //print all elements in matchedNumberInTrack with key and value
+  for(std::pair<int, int> pair : matchedNumberInTrack)
+  {
+    Log("EBLAPPD: Match finished, matched number in Track " + std::to_string(pair.first) + " is = " + std::to_string(pair.second), v_message, verbosityEBLAPPD);
+  }
+
+
+  return true;
+}
\ No newline at end of file
diff --git a/UserTools/EBLAPPD/EBLAPPD.h b/UserTools/EBLAPPD/EBLAPPD.h
new file mode 100644
index 000000000..fa5326200
--- /dev/null
+++ b/UserTools/EBLAPPD/EBLAPPD.h
@@ -0,0 +1,79 @@
+#ifndef EBLAPPD_H
+#define EBLAPPD_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "PsecData.h"
+#include "BoostStore.h"
+
+/**
+ * \class EBLAPPD
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class EBLAPPD : public Tool
+{
+
+public:
+    EBLAPPD();                                                ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+    bool LoadLAPPDData();
+    bool CleanData();
+    bool Matching(int targetTrigger, int matchToTrack);
+
+private:
+    int thisRunNum;
+    bool matchToAllTriggers;
+    int exePerMatch;
+
+    PsecData dat;
+    uint64_t LAPPDBeamgate_ns;
+    uint64_t LAPPDTimestamp_ns;
+    uint64_t LAPPDOffset;
+    unsigned long LAPPDBeamgate_Raw;
+    unsigned long LAPPDTimestamp_Raw;
+    int LAPPDBGCorrection;
+    int LAPPDTSCorrection;
+    int LAPPDOffset_minus_ps;
+
+    vector<uint64_t> MatchBuffer_LAPPDTimestamp_ns; // used to indexing data for unmatched
+
+    // TODO, maybe make a new "LAPPDBuildData" class?
+    vector<uint64_t> Buffer_LAPPDTimestamp_ns; // used to indexing the data
+    vector<PsecData> Buffer_LAPPDData;
+    vector<uint64_t> Buffer_LAPPDBeamgate_ns;
+    vector<uint64_t> Buffer_LAPPDOffset;
+    vector<unsigned long> Buffer_LAPPDBeamgate_Raw;
+    vector<unsigned long> Buffer_LAPPDTimestamp_Raw;
+    vector<int> Buffer_LAPPDBGCorrection;
+    vector<int> Buffer_LAPPDTSCorrection;
+    vector<int> Buffer_LAPPDOffset_minus_ps;
+    vector<int> Buffer_RunCode;
+
+    std::map<int, vector<uint64_t>> PairedCTCTimeStamps;
+    std::map<int, vector<int>> PairedLAPPD_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedLAPPDTimeStamps;
+
+    int matchTargetTrigger;
+    uint64_t matchTolerance_ns;
+    int verbosityEBLAPPD;
+
+    int matchedLAPPDNumber = 0;
+    int exeNum = 0;
+    int currentRunCode;
+
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+};
+
+#endif
diff --git a/UserTools/EBLAPPD/README.md b/UserTools/EBLAPPD/README.md
new file mode 100644
index 000000000..b8d0bb8d0
--- /dev/null
+++ b/UserTools/EBLAPPD/README.md
@@ -0,0 +1,20 @@
+# EBLAPPD
+
+EBLAPPD
+
+## Data
+
+Describe any data formats EBLAPPD creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for EBLAPPD.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/EBLoadRaw/EBLoadRaw.cpp b/UserTools/EBLoadRaw/EBLoadRaw.cpp
new file mode 100644
index 000000000..ef04f56c3
--- /dev/null
+++ b/UserTools/EBLoadRaw/EBLoadRaw.cpp
@@ -0,0 +1,645 @@
+#include "EBLoadRaw.h"
+
+EBLoadRaw::EBLoadRaw() : Tool() {}
+
+bool EBLoadRaw::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+  m_variables.Get("verbosityEBLoadRaw", verbosityEBLoadRaw);
+
+  ReadTriggerOverlap = false;
+  m_variables.Get("ReadTriggerOverlap", ReadTriggerOverlap);
+  m_variables.Get("InputFile", InputFile);
+  OrganizedFileList = OrganizeRunParts(InputFile);
+
+  LoadCTC = false;
+  m_variables.Get("LoadCTC", LoadCTC);
+  LoadPMT = false;
+  m_variables.Get("LoadPMT", LoadPMT);
+  LoadMRD = false;
+  m_variables.Get("LoadMRD", LoadMRD);
+  LoadLAPPD = false;
+  m_variables.Get("LoadLAPPD", LoadLAPPD);
+
+  FileCompleted = false;
+  JumpBecauseLAPPD = false;
+  ProcessingComplete = false;
+  PMTPaused = false;
+  MRDPaused = false;
+  LAPPDPaused = false;
+  CTCPaused = false;
+  usingTriggerOverlap = false;
+  LoadingFileNumber = 0;
+
+  RunNumber = 0;
+  SubRunNumber = 0;
+  PartFileNumber = 0;
+
+  CTCEntryNum = 0;
+  PMTEntryNum = 0;
+  MRDEntryNum = 0;
+  LAPPDEntryNum = 0;
+
+  PMTTotalEntries = 0;
+  MRDTotalEntries = 0;
+  LAPPDTotalEntries = 0;
+  CTCTotalEntries = 0;
+  PMTEntriesCompleted = false;
+  MRDEntriesCompleted = false;
+  LAPPDEntriesCompleted = false;
+  CTCEntriesCompleted = false;
+  LoadedPMTTotalEntries = 0;
+  LoadedMRDTotalEntries = 0;
+  LoadedLAPPDTotalEntries = 0;
+  LoadedCTCTotalEntries = 0;
+
+  RawData = new BoostStore(false, 0);
+  PMTData = new BoostStore(false, 2);
+  MRDData = new BoostStore(false, 2);
+  LAPPDData = new BoostStore(false, 2);
+  CTCData = new BoostStore(false, 2);
+  CData = new std::vector<CardData>;
+  TData = new TriggerData;
+  MData = new MRDOut;
+  LData = new PsecData;
+
+  m_data->CStore.Set("FileProcessingComplete", false);
+  RunCodeToSave = 0;
+
+  return true;
+}
+
+bool EBLoadRaw::Execute()
+{
+  m_data->CStore.Set("NewRawDataEntryAccessed", false);
+  m_data->CStore.Set("NewRawDataFileAccessed", false);
+  m_data->CStore.Set("SaveProcessedFile", false);
+
+  ProcessingComplete = false;
+  if (FileCompleted)
+  {
+    if (CurrentFile != "NONE")
+    {
+      RunCodeToSave = RunCode(CurrentFile);
+      m_data->CStore.Set("RunCodeToSave", RunCodeToSave);
+      m_data->CStore.Set("SaveProcessedFile", true);
+      Log("EBLoadRaw: File completed, saving file " + CurrentFile + " with RunCode: " + std::to_string(RunCodeToSave), v_message, verbosityEBLoadRaw);
+    }
+    ProcessingComplete = LoadNewFile();
+  }
+
+  if (ProcessingComplete)
+  {
+    RunCodeToSave = RunCode(CurrentFile);
+    m_data->CStore.Set("RunCodeToSave", RunCodeToSave);
+    m_data->CStore.Set("SaveProcessedFile", true);
+    m_data->CStore.Set("SaveEverything", true);
+    Log("EBLoadRaw: File completed, saving file " + CurrentFile + " with RunCode: " + std::to_string(RunCodeToSave), v_message, verbosityEBLoadRaw);
+
+    m_data->CStore.Set("FileProcessingComplete", true);
+    m_data->vars.Set("StopLoop", 1);
+    Log("EBLoadRaw: All files have been processed, set pause flags, PMT: " + std::to_string(PMTPaused) + ", MRD: " + std::to_string(MRDPaused) + ", CTC: " + std::to_string(CTCPaused) + ", LAPPD: " + std::to_string(LAPPDPaused), v_message, verbosityEBLoadRaw);
+    return true;
+  }
+
+  m_data->CStore.Get("PauseTankDecoding", PMTPaused);
+  m_data->CStore.Get("PauseMRDDecoding", MRDPaused);
+  m_data->CStore.Get("PauseCTCDecoding", CTCPaused);
+  m_data->CStore.Get("PauseLAPPDDecoding", LAPPDPaused);
+
+  if (OrganizedFileList.size() == 0)
+  {
+    Log("EBLoadRaw: No files to process.", v_warning, verbosityEBLoadRaw);
+    m_data->vars.Set("StopLoop", 1);
+    return true;
+  }
+  if (FileCompleted || CurrentFile == "NONE")
+  {
+    Log("EBLoadRaw: Loading new file. " + OrganizedFileList.at(LoadingFileNumber), v_message, verbosityEBLoadRaw);
+    CurrentFile = OrganizedFileList.at(LoadingFileNumber);
+    RawData->Initialise(CurrentFile.c_str());
+    Log("EBLoadRaw: File loaded.", v_message, verbosityEBLoadRaw);
+    m_data->CStore.Set("NewRawDataFileAccessed", true);
+    if (verbosityEBLoadRaw > 4)
+      RawData->Print(false);
+    LoadRunInfo();
+    LoadPMTData();
+    LoadMRDData();
+    LoadCTCData();
+    LoadLAPPDData();
+  }
+  else
+  {
+    Log("EBLoadRaw: Loading next entry of current file " + CurrentFile, v_message, verbosityEBLoadRaw);
+  }
+
+  FileCompleted = false;
+  if (JumpBecauseLAPPD)
+  {
+    FileCompleted = true;
+    JumpBecauseLAPPD = false;
+    Log("EBLoadRaw: Jumping to next file due to LAPPD data.", v_message, verbosityEBLoadRaw);
+    return true;
+  }
+
+  // if more MRD events than VME PMT events, jump to next file
+  if (MRDTotalEntries > PMTTotalEntries)
+  {
+    FileCompleted = true;
+    Log("EBLoadRaw: Jumping to next file due to MRD entry is more than PMT entry.", v_message, verbosityEBLoadRaw);
+    return true;
+  }
+
+  if (LoadPMT && PMTEntryNum == PMTTotalEntries)
+  {
+    Log("EBLoadRaw: ALL PMT entries Loaded.", v_message, verbosityEBLoadRaw);
+    PMTEntriesCompleted = true;
+    PMTPaused = true;
+  }
+  if (LoadMRD && MRDEntryNum == MRDTotalEntries)
+  {
+    Log("EBLoadRaw: ALL MRD entries Loaded.", v_message, verbosityEBLoadRaw);
+    MRDEntriesCompleted = true;
+    MRDPaused = true;
+  }
+  if (LoadCTC && CTCEntryNum == CTCTotalEntries)
+  {
+    Log("EBLoadRaw: ALL CTC entries Loaded.", v_message, verbosityEBLoadRaw);
+    CTCEntriesCompleted = true;
+    CTCPaused = true;
+  }
+  if (LoadLAPPD && LAPPDEntryNum == LAPPDTotalEntries)
+  {
+    Log("EBLoadRaw: ALL LAPPD entries Loaded.", v_message, verbosityEBLoadRaw);
+    LAPPDEntriesCompleted = true;
+    LAPPDPaused = true;
+  }
+
+  if (LoadLAPPD && LAPPDTotalEntries < 0)
+    LAPPDEntriesCompleted = true;
+
+  m_data->CStore.Set("PauseTankDecoding", PMTPaused);
+  m_data->CStore.Set("PauseMRDDecoding", MRDPaused);
+  m_data->CStore.Set("PauseCTCDecoding", CTCPaused);
+  m_data->CStore.Set("PauseLAPPDDecoding", LAPPDPaused);
+
+  Log("EBLoadRaw: Set pause flags, PMT: " + std::to_string(PMTPaused) + ", MRD: " + std::to_string(MRDPaused) + ", CTC: " + std::to_string(CTCPaused) + ", LAPPD: " + std::to_string(LAPPDPaused), v_message, verbosityEBLoadRaw);
+
+  if (LoadPMT && !PMTPaused && !PMTEntriesCompleted)
+    LoadNextPMTData();
+  if (LoadMRD && !MRDPaused && !MRDEntriesCompleted)
+    LoadNextMRDData();
+  if (LoadCTC && !CTCPaused && !CTCEntriesCompleted)
+    LoadNextCTCData();
+  if (LoadLAPPD && !LAPPDPaused && !LAPPDEntriesCompleted)
+    LoadNextLAPPDData();
+
+  // if all required data is loaded, set filecompleted flag to true
+  if ((!LoadPMT || PMTEntriesCompleted) && (!LoadMRD || MRDEntriesCompleted) && (!LoadCTC || CTCEntriesCompleted) && (!LoadLAPPD || LAPPDEntriesCompleted))
+  {
+    FileCompleted = true;
+    Log("EBLoadRaw: All data loaded.", v_message, verbosityEBLoadRaw);
+  }
+
+  if (verbosityEBLoadRaw > v_message)
+  {
+    std::cout << "**************************************************EBLoadRaw: Current progress after execute: " << std::endl;
+    std::cout << "EBLoadRaw: Current file: " << CurrentFile << std::endl;
+    if (LoadPMT)
+      std::cout << "EBLoadRaw: PMT entries: " << PMTEntryNum << " / " << PMTTotalEntries << " = " << static_cast<double>(PMTEntryNum) / static_cast<double>(PMTTotalEntries) * 100 << "%" << std::endl;
+    if (LoadMRD)
+      std::cout << "EBLoadRaw: MRD entries: " << MRDEntryNum << " / " << MRDTotalEntries << " = " << static_cast<double>(MRDEntryNum) / static_cast<double>(MRDTotalEntries) * 100 << "%" << std::endl;
+    if (LoadCTC)
+      std::cout << "EBLoadRaw: CTC entries: " << CTCEntryNum << " / " << CTCTotalEntries << " = " << static_cast<double>(CTCEntryNum) / static_cast<double>(CTCTotalEntries) * 100 << "%" << std::endl;
+    if (LoadLAPPD)
+      std::cout << "EBLoadRaw: LAPPD entries: " << LAPPDEntryNum << " / " << LAPPDTotalEntries << " = " << static_cast<double>(LAPPDEntryNum) / static_cast<double>(LAPPDTotalEntries) * 100 << "%" << std::endl;
+    std::cout << "**********************************************************************************************" << std::endl;
+  }
+
+  m_data->CStore.Set("MRDEntriesCompleted", MRDEntriesCompleted);
+  m_data->CStore.Set("PMTEntriesCompleted", PMTEntriesCompleted);
+  m_data->CStore.Set("CTCEntriesCompleted", CTCEntriesCompleted);
+  m_data->CStore.Set("LAPPDEntriesCompleted", LAPPDEntriesCompleted);
+  Log("EBLoadRaw: Set entries completed flags, PMT: " + std::to_string(PMTEntriesCompleted) + ", MRD: " + std::to_string(MRDEntriesCompleted) + ", CTC: " + std::to_string(CTCEntriesCompleted) + ", LAPPD: " + std::to_string(LAPPDEntriesCompleted), v_message, verbosityEBLoadRaw);
+
+  m_data->CStore.Set("NewRawDataEntryAccessed", true);
+  m_data->CStore.Set("FileCompleted", FileCompleted);
+
+  Log("EBLoadRaw: Finished execution loop.", v_message, verbosityEBLoadRaw);
+  return true;
+}
+
+bool EBLoadRaw::Finalise()
+{
+  RawData->Close();
+  RawData->Delete();
+  delete RawData;
+  if (LoadPMT)
+  {
+    PMTData->Close();
+    PMTData->Delete();
+    delete PMTData;
+  }
+  if (LoadMRD)
+  {
+    MRDData->Close();
+    MRDData->Delete();
+    delete MRDData;
+  }
+  if (LoadLAPPD)
+  {
+    LAPPDData->Close();
+    LAPPDData->Delete();
+    delete LAPPDData;
+  }
+  if (LoadCTC)
+  {
+    CTCData->Close();
+    CTCData->Delete();
+    delete CTCData;
+  }
+
+  std::cout << "\033[1;34mEBLoadRaw: Finalising EBLoadRaw\033[0m" << std::endl;
+  std::cout << "EBLoadRaw: Loaded " << OrganizedFileList.size() << " files "
+            << " from " << OrganizedFileList.at(0) << " to " << OrganizedFileList.at(OrganizedFileList.size() - 1) << std::endl;
+  std::cout << "EBLoadRaw: Loaded " << LoadedPMTTotalEntries << " PMT entries. " << std::endl;
+  std::cout << "EBLoadRaw: Loaded " << LoadedMRDTotalEntries << " MRD entries. " << std::endl;
+  std::cout << "EBLoadRaw: Loaded " << LoadedCTCTotalEntries << " CTC entries. " << std::endl;
+  std::cout << "EBLoadRaw: Loaded " << LoadedLAPPDTotalEntries << " LAPPD entries. " << std::endl;
+
+  return true;
+}
+
+std::vector<std::string> EBLoadRaw::OrganizeRunParts(std::string FileList)
+{
+  std::vector<std::string> OrganizedFiles;
+  std::vector<std::string> UnorganizedFileList;
+  std::vector<int> RunCodes;
+  int ThisRunCode;
+  // First, parse the lines and get all files.
+  std::string line;
+  ifstream myfile(FileList.c_str());
+  if (myfile.is_open())
+  {
+    std::cout << "Lines in FileList being printed" << std::endl; // has our stuff;
+    while (getline(myfile, line))
+    {
+      if (line.find("#") != std::string::npos)
+        continue;
+      std::string filename = line;
+      int RunCodeNumber = RunCode(filename);
+
+      if (RunCodeNumber != -9999)
+      {
+        UnorganizedFileList.push_back(filename);
+        RunCodes.push_back(RunCodeNumber);
+      }
+
+    } // End parsing each line in file
+
+    // Now, organize files based on the part number array
+    std::vector<std::pair<int, std::string>> SortingVector;
+    for (int i = 0; i < (int)UnorganizedFileList.size(); i++)
+    {
+      SortingVector.push_back(std::make_pair(RunCodes.at(i), UnorganizedFileList.at(i)));
+    }
+    std::sort(SortingVector.begin(), SortingVector.end());
+    for (int j = 0; j < (int)SortingVector.size(); j++)
+    {
+      OrganizedFiles.push_back(SortingVector.at(j).second);
+    }
+  }
+  // print the OrganizedFiles
+  for (int i = 0; i < (int)OrganizedFiles.size(); i++)
+  {
+    std::cout << OrganizedFiles.at(i) << std::endl;
+  }
+
+  return OrganizedFiles;
+}
+
+int EBLoadRaw::RunCode(string fileName)
+{
+  // extract run number and file number from filename
+  std::regex runNumber_regex("RAWDataR(\\d{4})");
+  std::regex subrunNumber_regex("S(\\d{1,4})p");
+  std::regex rawFileNumber_regex("p(\\d{1,4})$");
+  std::smatch match;
+  int runNumber = -9999;
+  int subrunNumber = -9999;
+  int rawFileNumber = -9999;
+  bool allmatched = false;
+  if (std::regex_search(fileName, match, runNumber_regex) && match.size() > 1)
+  {
+    runNumber = std::stoi(match.str(1));
+    if (verbosityEBLoadRaw > 0)
+      std::cout << "runNumber: " << runNumber << std::endl;
+    m_data->CStore.Set("runNumber", runNumber);
+    allmatched = true;
+  }
+  else
+  {
+    std::cout << "runNumber not found" << std::endl;
+    m_data->CStore.Set("rawFileNumber", -9999);
+  }
+
+  if (std::regex_search(fileName, match, subrunNumber_regex) && match.size() > 1)
+  {
+    subrunNumber = std::stoi(match.str(1));
+    if (verbosityEBLoadRaw > 0)
+      std::cout << "subrunNumber: " << subrunNumber << std::endl;
+    m_data->CStore.Set("subrunNumber", subrunNumber);
+    allmatched = true;
+  }
+  else
+  {
+    std::cout << "subrunNumber not found" << std::endl;
+    m_data->CStore.Set("subrunNumber", -9999);
+  }
+
+  if (std::regex_search(fileName, match, rawFileNumber_regex) && match.size() > 1)
+  {
+    rawFileNumber = std::stoi(match.str(1));
+    if (verbosityEBLoadRaw > 0)
+      std::cout << "rawFileNumber: " << rawFileNumber << std::endl;
+    m_data->CStore.Set("rawFileNumber", rawFileNumber);
+    allmatched = true;
+  }
+  else
+  {
+    std::cout << "rawFileNumber not found" << std::endl;
+    m_data->CStore.Set("runNumber", -9999);
+  }
+
+  if (allmatched == true)
+  {
+    int runcode = runNumber * 100000 + ((subrunNumber + 1) * 10000) + rawFileNumber;
+    cout << "EBLoadRaw: RunCode: " << runcode << endl;
+    return runcode;
+  }
+  else
+  {
+    return -9999;
+  }
+}
+
+bool EBLoadRaw::LoadRunInfo()
+{
+  int runCode = RunCode(CurrentFile);
+  Log("EBLoadRaw: Loading run information, RunCode: " + std::to_string(runCode), v_message, verbosityEBLoadRaw);
+
+  RunNumber = runCode / 100000;
+  SubRunNumber = (runCode % 100000) / 10000 - 1;
+  PartFileNumber = runCode % 10000;
+
+  Store Postgress;
+
+  std::cout << "EBLoadRaw: loading run information, RunNumber: " << RunNumber << ", SubRunNumber: " << SubRunNumber << ", PartFileNumber: " << PartFileNumber << std::endl;
+
+  Postgress.Set("RunNumber", RunNumber);
+  Postgress.Set("SubRunNumber", SubRunNumber);
+  Postgress.Set("PartFileNumber", PartFileNumber);
+  Postgress.Set("RunType", -1);
+  Postgress.Set("StartTime", -1);
+
+  m_data->CStore.Set("RunInfoPostgress", Postgress);
+
+  m_data->CStore.Set("RunNumber", RunNumber);
+  m_data->CStore.Set("SubRunNumber", SubRunNumber);
+  m_data->CStore.Set("PartFileNumber", PartFileNumber);
+  m_data->CStore.Set("RunCode", runCode);
+
+  return true;
+}
+
+// load new file and it's related boost store
+bool EBLoadRaw::LoadNewFile()
+{
+  bool EndOfProcessing = false;
+  LoadingFileNumber++;
+
+  RawData->Close();
+  RawData->Delete();
+  delete RawData;
+  RawData = new BoostStore(false, 0);
+  PMTData->Close();
+  PMTData->Delete();
+  delete PMTData;
+  PMTData = new BoostStore(false, 2);
+  MRDData->Close();
+  MRDData->Delete();
+  delete MRDData;
+  MRDData = new BoostStore(false, 2);
+  LAPPDData->Close();
+  LAPPDData->Delete();
+  delete LAPPDData;
+  LAPPDData = new BoostStore(false, 2);
+  CTCData->Close();
+  CTCData->Delete();
+  delete CTCData;
+  CTCData = new BoostStore(false, 2);
+
+  PMTEntryNum = 0;
+  MRDEntryNum = 0;
+  LAPPDEntryNum = 0;
+  CTCEntryNum = 0;
+
+  PMTEntriesCompleted = false;
+  MRDEntriesCompleted = false;
+  LAPPDEntriesCompleted = false;
+  CTCEntriesCompleted = false;
+
+  m_data->CStore.Set("PauseTankDecoding", false);
+  m_data->CStore.Set("PauseMRDDecoding", false);
+  m_data->CStore.Set("PauseCTCDecoding", false);
+  m_data->CStore.Set("PauseLAPPDDecoding", false);
+
+  if (LoadingFileNumber == OrganizedFileList.size())
+  {
+    EndOfProcessing = true;
+    m_data->CStore.Set("PauseTankDecoding", true);
+    m_data->CStore.Set("PauseMRDDecoding", true);
+    m_data->CStore.Set("PauseCTCDecoding", true);
+    m_data->CStore.Set("PauseLAPPDDecoding", true);
+  }
+
+  return EndOfProcessing;
+}
+
+bool EBLoadRaw::LoadPMTData()
+{
+  Log("EBLoadRaw: Loading PMTData.", v_message, verbosityEBLoadRaw);
+  RawData->Get("PMTData", *PMTData);
+  PMTData->Header->Get("TotalEntries", PMTTotalEntries);
+  LoadedPMTTotalEntries += PMTTotalEntries;
+  Log("EBLoadRaw: PMTData loaded, TotalEntries: " + std::to_string(PMTTotalEntries), v_message, verbosityEBLoadRaw);
+
+  if (verbosityEBLoadRaw > 3)
+    PMTData->Print(false);
+  if (verbosityEBLoadRaw > 3)
+    PMTData->Header->Print(false);
+  return true;
+}
+
+bool EBLoadRaw::LoadMRDData()
+{
+  Log("EBLoadRaw: Loading MRDData.", v_message, verbosityEBLoadRaw);
+  RawData->Get("CCData", *MRDData);
+  MRDData->Header->Get("TotalEntries", MRDTotalEntries);
+  LoadedMRDTotalEntries += MRDTotalEntries;
+  Log("EBLoadRaw: MRDData loaded, TotalEntries: " + std::to_string(MRDTotalEntries), v_message, verbosityEBLoadRaw);
+  if (verbosityEBLoadRaw > 3)
+    MRDData->Print(false);
+  return true;
+}
+
+bool EBLoadRaw::LoadCTCData()
+{
+  Log("EBLoadRaw: Loading CTCData.", v_message, verbosityEBLoadRaw);
+  RawData->Get("TrigData", *CTCData);
+  if (verbosityEBLoadRaw > 3)
+    CTCData->Print(false);
+  CTCData->Header->Get("TotalEntries", CTCTotalEntries);
+  LoadedCTCTotalEntries += CTCTotalEntries;
+  if (verbosityEBLoadRaw > 3)
+    CTCData->Header->Print(false);
+  if (ReadTriggerOverlap)
+  {
+    std::stringstream ss_trigoverlap;
+    ss_trigoverlap << "TrigOverlap_R" << RunNumber << "S" << SubRunNumber << "p" << PartFileNumber;
+    std::cout << "EBLoadRaw: Loading Trigger Overlap data: " << ss_trigoverlap.str() << std::endl;
+    BoostStore TrigOverlapStore;
+    bool store_exist = TrigOverlapStore.Initialise(ss_trigoverlap.str().c_str());
+    std::cout << "EBLoadRaw: Trigger Overlap store exist: " << store_exist << std::endl;
+    if (store_exist)
+    {
+      CTCTotalEntries++;
+      std::cout << "EBLoadRaw: total trigger entry with overlap is: " << CTCTotalEntries << std::endl;
+    }
+  }
+  return true;
+}
+
+bool EBLoadRaw::LoadLAPPDData()
+{
+  Log("EBLoadRaw: Loading LAPPDData.", v_message, verbosityEBLoadRaw);
+  try
+  {
+    RawData->Get("LAPPDData", *LAPPDData);
+    LAPPDData->Header->Get("TotalEntries", LAPPDTotalEntries);
+    Log("EBLoadRaw: LAPPDData loaded, TotalEntries: " + std::to_string(LAPPDTotalEntries), v_message, verbosityEBLoadRaw);
+    if (verbosityEBLoadRaw > 3)
+    {
+      LAPPDData->Print(false);
+      LAPPDData->Header->Print(false);
+    }
+    if (LAPPDTotalEntries < 0)
+    {
+
+      cout << "EBLoadRaw: LAPPDData entry < 0, found " << LAPPDTotalEntries << ", set to 0" << endl;
+      LAPPDTotalEntries = 0;
+      LAPPDEntriesCompleted = true;
+    }
+    else if (LAPPDTotalEntries > 100000)
+    {
+      cout << "EBLoadRaw: LAPPDData entry very large, found " << LAPPDTotalEntries << ", return and set jump because LAPPD = true" << endl;
+      JumpBecauseLAPPD = true;
+      return true;
+    }
+    LoadedLAPPDTotalEntries += LAPPDTotalEntries;
+  }
+  catch (std::exception &e)
+  {
+    std::cout << "EBLoadRaw: LAPPDData not found in file." << std::endl;
+    LAPPDTotalEntries = 0;
+    LAPPDEntriesCompleted = true;
+  }
+  Log("EBLoadRaw: LAPPDData has " + std::to_string(LAPPDTotalEntries) + " entries.", v_message, verbosityEBLoadRaw);
+  return true;
+}
+
+// load next entry of the current file
+bool EBLoadRaw::LoadNextPMTData()
+{
+  Log("EBLoadRaw: Loading next PMTData entry " + std::to_string(PMTEntryNum) + " of " + std::to_string(PMTTotalEntries), v_warning, verbosityEBLoadRaw);
+  PMTData->GetEntry(PMTEntryNum);
+  Log("EBLoadRaw: Getting the PMT card data entry", v_warning, verbosityEBLoadRaw);
+  PMTData->Get("CardData", *CData);
+  Log("EBLoadRaw: Setting into CStore", v_warning, verbosityEBLoadRaw);
+  m_data->CStore.Set("CardData", CData);
+  Log("EBLoadRaw: Setting PMT entry num to CStore", v_warning, verbosityEBLoadRaw);
+  m_data->CStore.Set("TankEntryNum", PMTEntryNum);
+  PMTEntryNum++;
+
+  return true;
+}
+
+bool EBLoadRaw::LoadNextMRDData()
+{
+  Log("EBLoadRaw: Loading next MRDData entry " + std::to_string(MRDEntryNum) + " of " + std::to_string(MRDTotalEntries), v_warning, verbosityEBLoadRaw);
+  MRDData->GetEntry(MRDEntryNum);
+  MRDData->Get("Data", *MData);
+  m_data->CStore.Set("MRDData", MData, true);
+  m_data->CStore.Set("MRDEntryNum", MRDEntryNum);
+  MRDEntryNum++;
+  return true;
+}
+
+bool EBLoadRaw::LoadNextLAPPDData()
+{
+  Log("EBLoadRaw: Loading next LAPPDData entry " + std::to_string(LAPPDEntryNum) + " of " + std::to_string(LAPPDTotalEntries), v_warning, verbosityEBLoadRaw);
+  LAPPDData->GetEntry(LAPPDEntryNum);
+  LAPPDData->Get("LAPPDData", *LData);
+  m_data->CStore.Set("LAPPDData", LData);
+  m_data->CStore.Set("LAPPDEntryNum", LAPPDEntryNum);
+  m_data->CStore.Set("LAPPDanaData", true);
+  LAPPDEntryNum++;
+  return true;
+}
+
+bool EBLoadRaw::LoadNextCTCData()
+{
+  Log("EBLoadRaw: Loading next CTCData entry " + std::to_string(CTCEntryNum) + " of " + std::to_string(CTCTotalEntries), v_warning, verbosityEBLoadRaw);
+  if (!ReadTriggerOverlap)
+  {
+    CTCData->GetEntry(CTCEntryNum);
+    CTCData->Get("TrigData", *TData);
+    Log("EBLoadRaw: Loaded CTCData entry " + std::to_string(CTCEntryNum), v_warning, verbosityEBLoadRaw);
+  }
+  else
+  {
+    if (CTCEntryNum != CTCTotalEntries - 1)
+    {
+      CTCData->GetEntry(CTCEntryNum);
+      CTCData->Get("TrigData", *TData);
+      m_data->CStore.Set("usingTriggerOverlap", false);
+      Log("EBLoadRaw: Loaded CTCData entry " + std::to_string(CTCEntryNum), v_warning, verbosityEBLoadRaw);
+    }
+    else
+    {
+      BoostStore TrigOverlapStore;
+      std::stringstream ss_trigoverlap;
+      ss_trigoverlap << "TrigOverlap_R" << RunNumber << "S" << SubRunNumber << "p" << PartFileNumber;
+      bool got_trig_o = TrigOverlapStore.Initialise(ss_trigoverlap.str().c_str());
+      if (got_trig_o)
+      {
+        TrigOverlapStore.Get("TrigData", *TData);
+        m_data->CStore.Set("usingTriggerOverlap", true);
+      }
+      else
+        std::cout << "EBLoadRaw: Trigger Overlap data not found while loading" << std::endl;
+    }
+    m_data->CStore.Set("TrigData", TData);
+
+    Log("EBLoadRaw: Loaded CTCData entry " + std::to_string(CTCEntryNum), v_warning, verbosityEBLoadRaw);
+    CTCEntryNum++;
+  }
+  return true;
+}
diff --git a/UserTools/EBLoadRaw/EBLoadRaw.h b/UserTools/EBLoadRaw/EBLoadRaw.h
new file mode 100644
index 000000000..296e697da
--- /dev/null
+++ b/UserTools/EBLoadRaw/EBLoadRaw.h
@@ -0,0 +1,113 @@
+#ifndef EBLoadRaw_H
+#define EBLoadRaw_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "CardData.h"
+#include "TriggerData.h"
+#include "PsecData.h"
+#include "BoostStore.h"
+#include "Store.h"
+
+/**
+ * \class EBLoadRaw
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class EBLoadRaw : public Tool
+{
+
+public:
+    EBLoadRaw();                                              ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+
+    bool LoadPMTData();
+    bool LoadMRDData();
+    bool LoadLAPPDData();
+    bool LoadCTCData();
+    bool LoadRunInfo();
+
+    bool LoadNextPMTData();
+    bool LoadNextMRDData();
+    bool LoadNextLAPPDData();
+    bool LoadNextCTCData();
+
+    bool LoadNewFile();
+    int RunCode(string fileName);
+    std::vector<std::string> OrganizeRunParts(std::string FileList);
+
+private:
+    std::string CurrentFile = "NONE";
+    std::string InputFile;
+    std::vector<std::string> OrganizedFileList;
+    bool ReadTriggerOverlap;
+    int RunCodeToSave;
+
+    bool LoadCTC;
+    bool LoadPMT;
+    bool LoadMRD;
+    bool LoadLAPPD;
+
+    int PMTTotalEntries;
+    int MRDTotalEntries;
+    int LAPPDTotalEntries;
+    int CTCTotalEntries;
+
+    int LoadedPMTTotalEntries;
+    int LoadedMRDTotalEntries;
+    int LoadedLAPPDTotalEntries;
+    int LoadedCTCTotalEntries;
+
+    bool ProcessingComplete;
+    bool FileCompleted;
+    bool JumpBecauseLAPPD;
+    bool PMTEntriesCompleted;
+    bool MRDEntriesCompleted;
+    bool LAPPDEntriesCompleted;
+    bool CTCEntriesCompleted;
+    bool usingTriggerOverlap;
+
+
+    int CTCEntryNum;
+    int PMTEntryNum;
+    int MRDEntryNum;
+    int LAPPDEntryNum;
+    int LoadingFileNumber;
+
+    int RunNumber;
+    int SubRunNumber;
+    int PartFileNumber;
+
+    bool PMTPaused;
+    bool MRDPaused;
+    bool LAPPDPaused;
+    bool CTCPaused;
+
+    BoostStore *RawData = nullptr;
+    BoostStore *PMTData = nullptr;
+    BoostStore *MRDData = nullptr;
+    BoostStore *LAPPDData = nullptr;
+    BoostStore *CTCData = nullptr;
+
+    std::vector<CardData> *CData = nullptr;
+    TriggerData *TData = nullptr;
+    MRDOut *MData = nullptr;
+    PsecData *LData = nullptr;
+
+    int verbosityEBLoadRaw;
+
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+};
+
+#endif
diff --git a/UserTools/EBLoadRaw/README.md b/UserTools/EBLoadRaw/README.md
new file mode 100644
index 000000000..12f285dc2
--- /dev/null
+++ b/UserTools/EBLoadRaw/README.md
@@ -0,0 +1,20 @@
+# EBLoadRaw
+
+EBLoadRaw
+
+## Data
+
+Describe any data formats EBLoadRaw creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for EBLoadRaw.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/EBMRD/EBMRD.cpp b/UserTools/EBMRD/EBMRD.cpp
new file mode 100644
index 000000000..9fb27e9f3
--- /dev/null
+++ b/UserTools/EBMRD/EBMRD.cpp
@@ -0,0 +1,225 @@
+#include "EBMRD.h"
+
+EBMRD::EBMRD() : Tool() {}
+
+bool EBMRD::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("verbosityEBMRD", verbosityEBMRD);
+  matchTargetTrigger = 8;
+  m_variables.Get("matchTargetTrigger", matchTargetTrigger);
+  matchTolerance_ns = 2000000; // default 2ms
+  m_variables.Get("matchTolerance_ns", matchTolerance_ns);
+  exePerMatch = 500;
+  m_variables.Get("exePerMatch", exePerMatch);
+  matchToAllTriggers = 0;
+  m_variables.Get("matchToAllTriggers", matchToAllTriggers);
+
+  matchedMRDNumber = 0;
+
+  return true;
+}
+
+bool EBMRD::Execute()
+{
+  m_data->CStore.Get("RunCode", currentRunCode);
+
+  m_data->CStore.Get("MRDEvents", MRDEvents);
+  m_data->CStore.Get("MRDEventTriggerTypes", MRDEventTriggerTypes);
+  m_data->CStore.Get("MRDBeamLoopback", MRDBeamLoopback);
+  m_data->CStore.Get("MRDCosmicLoopback", MRDCosmicLoopback);
+  m_data->CStore.Get("NewMRDDataAvailable", NewMRDDataAvailable);
+
+  m_data->CStore.Get("PairedMRDTriggerTimestamp", PairedCTCTimeStamps);
+  m_data->CStore.Get("PairedMRDTimeStamps", PairedMRDTimeStamps);
+
+  Log("EBMRD: NewMRDDataAvailable = " + std::to_string(NewMRDDataAvailable) + ", Current loaded MRDEvents size is " + std::to_string(MRDEvents.size()), v_message, verbosityEBMRD);
+  Log("EBMRD: Current buffer size is " + std::to_string(MRDEventsBuffer.size()), v_message, verbosityEBMRD);
+  // loop the MRDEvents, save every event to MRDEventsBuffer if it's not already in the buffer
+  int newLoadedEvents = 0;
+  for (std::pair<uint64_t, std::vector<std::pair<unsigned long, int>>> p : MRDEvents)
+  {
+    uint64_t MTCtime = p.first;
+    std::vector<std::pair<unsigned long, int>> WaveMap = p.second;
+    //if find the MTCtime in the PairedMRDTimeStamps, then skip
+      if (PairedMRDTimeStamps.size() > 0)
+      {
+        bool skip = false;
+        for (std::pair<int, std::vector<uint64_t>> pair : PairedMRDTimeStamps)
+        {
+          for (uint64_t t : pair.second)
+          {
+            if (t == MTCtime)
+            {
+              skip = true;
+              break;
+            }
+          }
+          if (skip)
+            break;
+        }
+        if (skip)
+          continue;
+      }
+    if (MRDEventsBuffer.find(MTCtime) == MRDEventsBuffer.end())
+    {
+      MRDEventsBuffer.emplace(MTCtime, WaveMap);
+      newLoadedEvents++;
+    }
+  }
+  Log("EBMRD: Finished loading MRDEvents to buffer, Buffer_MRDEvents size is now " + std::to_string(MRDEventsBuffer.size()) + " new loaded events = " + std::to_string(newLoadedEvents), v_message, verbosityEBMRD);
+
+  bool stopLoop = false;
+  m_data->vars.Get("StopLoop", stopLoop);
+  int runNum = thisRunNum;
+  m_data->vars.Get("RunNumber", thisRunNum);
+
+  if (exeNum % exePerMatch == 0 || runNum != thisRunNum || stopLoop)
+  {
+    Log("EBMRD: exeNum = " + std::to_string(exeNum) + ". Doing matching now", v_message, verbosityEBMRD);
+    if (matchToAllTriggers)
+    {
+      Matching(0, 0);
+    }
+    else
+    {
+      bool BeamTriggerGroupped = false;
+      m_data->CStore.Get("BeamTriggerGroupped", BeamTriggerGroupped);
+      bool CosmicTriggerGroupped = false;
+      m_data->CStore.Get("CosmicTriggerGroupped", CosmicTriggerGroupped);
+      if (BeamTriggerGroupped)
+        Matching(matchTargetTrigger, 14);
+      else if (CosmicTriggerGroupped)
+        Matching(36, 36);
+      else
+        Log("EBMRD: BeamTriggerGroupped and CosmicTriggerGroupped are false, no beam trigger groupped in the grouper, stop matching", v_message, verbosityEBMRD);
+    }
+  }
+
+  m_data->CStore.Set("PairedMRDTriggerTimestamp", PairedCTCTimeStamps);
+  m_data->CStore.Set("PairedMRDTimeStamps", PairedMRDTimeStamps);
+  m_data->CStore.Set("PairedMRD_TriggerIndex", PairedMRD_TriggerIndex);
+  m_data->CStore.Set("MRDHitMapRunCode", MRDHitMapRunCode);
+
+  exeNum++;
+  return true;
+}
+
+bool EBMRD::Finalise()
+{
+  Log("\033[1;34mEBMRD: Finalising\033[0m", v_message, verbosityEBMRD);
+  Log("EBMRD: Matched MRD number = " + std::to_string(matchedMRDNumber), v_message, verbosityEBMRD);
+  Log("EBMRD: Unmatched MRD number = " + std::to_string(MRDEventsBuffer.size()), v_message, verbosityEBMRD);
+  return true;
+}
+
+bool EBMRD::Matching(int targetTrigger, int matchToTrack)
+{
+  cout << "\033[1;34m******* EBMRD : Matching *******\033[0m" << endl;
+  std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
+  m_data->CStore.Get("GroupedTriggersInTotal", GroupedTriggersInTotal);
+
+  Log("EBMRD: Got GroupedTriggersInTotal[14] size: " + std::to_string(GroupedTriggersInTotal[14].size()), v_message, verbosityEBMRD);
+
+  vector<uint64_t> matchedMRDTimes;
+  std::map<int, int> matchedNumberInTrack;
+
+  // loop the MRDEventsBuffer keys, and loop all the grouped triggers
+  // in each group of trigger, find the target trigger word and it's time
+  // fine the minimum time difference, if smaller than matchTolerance_ns, then save the time to PairedCTCTimeStamps and PairedMRDTimeStamps
+  int loopNum = 0;
+  for (std::pair<uint64_t, std::vector<std::pair<unsigned long, int>>> mrdpair : MRDEventsBuffer)
+  {
+    if (verbosityEBMRD > 11)
+      cout << "******************EBMRD: new MRD event: " << loopNum << endl;
+    uint64_t MTCtime = mrdpair.first;
+    std::vector<std::pair<unsigned long, int>> WaveMap = mrdpair.second;
+    // set minDT to 5 min
+    uint64_t minDT = 5 * 60 * 1e9;
+    uint64_t minDTTrigger = 0;
+    uint64_t dt = 0;
+    uint32_t matchedTrigWord = 0;
+    int matchedTrack = 0;
+    int matchedIndex = 0;
+    for (std::pair<int, std::vector<std::map<uint64_t, uint32_t>>> pair : GroupedTriggersInTotal)
+    {
+      int TrackTriggerWord = pair.first;
+      if (TrackTriggerWord != matchToTrack && !matchToAllTriggers)
+      {
+        Log("EBMRD: Skipping TrackTriggerWord " + std::to_string(TrackTriggerWord), v_debug, verbosityEBMRD);
+        continue;
+      }
+      if(matchedNumberInTrack.find(TrackTriggerWord) == matchedNumberInTrack.end())
+        matchedNumberInTrack.emplace(TrackTriggerWord, 0);
+
+      vector<std::map<uint64_t, uint32_t>> groupedTriggers = pair.second;
+
+      for (int i = 0; i < groupedTriggers.size(); i++)
+      {
+        map<uint64_t, uint32_t> groupedTrigger = groupedTriggers.at(i);
+        // itearte over all the grouped triggers, if the value is target trigger, then calculate the time difference
+        for (std::pair<uint64_t, uint32_t> p : groupedTrigger)
+        {
+          if (matchToAllTriggers || p.second == targetTrigger)
+          {
+            if (MTCtime > p.first)
+            {
+              dt = MTCtime - p.first;
+            }
+            else
+            {
+              dt = p.first - MTCtime;
+            }
+            if (dt < minDT)
+            {
+              minDT = dt;
+              minDTTrigger = p.first;
+              matchedTrigWord = p.second;
+              matchedIndex = p.second;
+              matchedTrack = TrackTriggerWord;
+              
+              // if(verbosityEBMRD > 11) cout<<"EBMRD: dt: "<<dt<<" minDT: "<<minDT<<" minDTTrigger: "<<minDTTrigger<<endl;
+            }
+          }
+        }
+      }
+    }
+
+    Log("EBMRD: looping MRD event " + std::to_string(loopNum) + " with time " + std::to_string(MTCtime) + ", minDT: " + std::to_string(minDT), v_debug, verbosityEBMRD);
+    if (minDT < matchTolerance_ns)
+    {
+      PairedCTCTimeStamps[matchedTrack].push_back(minDTTrigger);
+      PairedMRDTimeStamps[matchedTrack].push_back(MTCtime);
+      PairedMRD_TriggerIndex[matchedTrack].push_back(matchedIndex);
+      MRDHitMapRunCode.emplace(MTCtime, currentRunCode);
+      matchedMRDTimes.push_back(MTCtime);
+      matchedNumberInTrack[matchedTrack]++;
+      matchedMRDNumber++;
+      Log("EBMRD: Found a match for MRD data at " + std::to_string(MTCtime) + " with target trigger at " + std::to_string(minDTTrigger) + " with dt " + std::to_string(minDT), v_message, verbosityEBMRD);
+    }
+    loopNum++;
+  }
+  Log("EBMRD: total matched MRD event number = " + std::to_string(matchedMRDNumber), v_message, verbosityEBMRD);
+  Log("EBMRD: Before erase, current number of unfinished MRD events after match in MRDEventsBuffer: " + std::to_string(MRDEventsBuffer.size()), v_message, verbosityEBMRD);
+  for (uint64_t t : matchedMRDTimes)
+  {
+    MRDEventsBuffer.erase(t);
+  }
+  Log("EBMRD: After erase, current number of unfinished MRD events after match in MRDEventsBuffer: " + std::to_string(MRDEventsBuffer.size()), v_message, verbosityEBMRD);
+
+//print all elements in matchedNumberInTrack with key and value
+  for (std::pair<int, int> pair : matchedNumberInTrack)
+  {
+    Log("EBMRD: Match finished, matched number in Track " + std::to_string(pair.first) + " is " + std::to_string(pair.second), v_message, verbosityEBMRD);
+  }
+
+  return true;
+}
\ No newline at end of file
diff --git a/UserTools/EBMRD/EBMRD.h b/UserTools/EBMRD/EBMRD.h
new file mode 100644
index 000000000..aa53269ab
--- /dev/null
+++ b/UserTools/EBMRD/EBMRD.h
@@ -0,0 +1,65 @@
+#ifndef EBMRD_H
+#define EBMRD_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+
+/**
+ * \class EBMRD
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class EBMRD : public Tool
+{
+
+public:
+    EBMRD();                                                  ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+    bool Matching(int targetTrigger, int matchToTrack);
+
+private:
+    int verbosityEBMRD;
+    int matchTargetTrigger;
+    uint64_t matchTolerance_ns;
+
+    int currentRunCode;
+
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+
+    int matchedMRDNumber = 0;
+    int exeNum = 0;
+
+    std::map<uint64_t, std::vector<std::pair<unsigned long, int>>> MRDEvents; // Key: {MTCTime}, value: "WaveMap" with key (CardID,ChannelID), value FinishedWaveform
+    std::map<uint64_t, std::string> MRDEventTriggerTypes;                     // Key: {MTCTime}, value: string noting what type of trigger occured for the event
+    std::map<uint64_t, int> MRDBeamLoopback;                          // Key: {MTCTime}, value: string noting what type of trigger occured for the event
+    std::map<uint64_t, int> MRDCosmicLoopback;                                // KEY: {MTCTime}, value: Cosmic loopback TDC value
+
+    std::map<uint64_t, std::vector<std::pair<unsigned long, int>>> MRDEventsBuffer;
+
+    bool NewMRDDataAvailable;
+
+    std::map<int,vector<uint64_t>> PairedCTCTimeStamps;
+    std::map<int,vector<int>> PairedMRD_TriggerIndex;
+    std::map<int,vector<uint64_t>> PairedMRDTimeStamps;
+    std::map<uint64_t, int> MRDHitMapRunCode; // Key: {MTCTime}, value: RunCode
+
+
+
+    bool matchToAllTriggers;
+
+    int thisRunNum;
+    int exePerMatch;
+};
+
+#endif
diff --git a/UserTools/EBMRD/README.md b/UserTools/EBMRD/README.md
new file mode 100644
index 000000000..693dd242f
--- /dev/null
+++ b/UserTools/EBMRD/README.md
@@ -0,0 +1,20 @@
+# EBMRD
+
+EBMRD
+
+## Data
+
+Describe any data formats EBMRD creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for EBMRD.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/EBPMT/EBPMT.cpp b/UserTools/EBPMT/EBPMT.cpp
new file mode 100644
index 000000000..b0cd4dd53
--- /dev/null
+++ b/UserTools/EBPMT/EBPMT.cpp
@@ -0,0 +1,425 @@
+#include "EBPMT.h"
+
+EBPMT::EBPMT() : Tool() {}
+
+bool EBPMT::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("verbosityEBPMT", verbosityEBPMT);
+  matchTargetTrigger = 5;
+  m_variables.Get("matchTargetTrigger", matchTargetTrigger);
+  matchTolerance_ns = 200; // default 200ns
+  m_variables.Get("matchTolerance_ns", matchTolerance_ns);
+  exePerMatch = 500;
+  m_variables.Get("exePerMatch", exePerMatch);
+  matchToAllTriggers = false;
+  m_variables.Get("matchToAllTriggers", matchToAllTriggers);
+
+  NumWavesInCompleteSet = 140;
+
+  FinishedHits = new std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *>();
+
+  return true;
+}
+
+bool EBPMT::Execute()
+{
+  m_data->CStore.Get("RunCode", currentRunCode);
+  bool gotHits = m_data->CStore.Get("InProgressHits", InProgressHits);
+  bool gotChkey = m_data->CStore.Get("InProgressChkey", InProgressChkey);
+
+  if (exeNum % 80 == 0 && exeNum!=0)
+  {
+    //80 is arbitrary, because 6*80 = 480 around, close, and smaller than the pairing exe number, exePerMatch default 500
+    Log("EBPMT: exeNum: " + std::to_string(exeNum) + " Before loading, apply a VMEOffset correction", v_message, verbosityEBPMT);
+    Log("EBPMT: before apply the VME offset correction, the size of FinishedHits is " + std::to_string(FinishedHits->size()), v_message, verbosityEBPMT);
+    m_data->CStore.Get("InProgressHitsAux", InProgressHitsAux);
+    m_data->CStore.Get("InProgressRecoADCHits", InProgressRecoADCHits);
+    m_data->CStore.Get("InProgressRecoADCHitsAux", InProgressRecoADCHitsAux);
+    CorrectVMEOffset();
+    m_data->CStore.Set("InProgressHits", InProgressHits);
+    m_data->CStore.Set("InProgressChkey", InProgressChkey);
+    m_data->CStore.Set("InProgressHitsAux", InProgressHitsAux);
+    m_data->CStore.Set("InProgressRecoADCHits", InProgressRecoADCHits);
+    m_data->CStore.Set("InProgressRecoADCHitsAux", InProgressRecoADCHitsAux);
+  }
+
+  m_data->CStore.Get("PairedPMTTriggerTimestamp", PairedCTCTimeStamps);
+  m_data->CStore.Get("PairedPMTTimeStamps", PairedPMTTimeStamps);
+  Log("EBPMT: Got PairedPMTTimeStamps size: " + std::to_string(PairedPMTTimeStamps.size()), v_message, verbosityEBPMT);
+  Log("EBPMT: Got PairedPMTTriggerTimestamp size: " + std::to_string(PairedCTCTimeStamps.size()), v_message, verbosityEBPMT);
+
+  Log("EBPMT: gotHits = " + std::to_string(gotHits) + " gotChkey = " + std::to_string(gotChkey), v_message, verbosityEBPMT);
+  if (!gotHits || !gotChkey)
+  {
+    Log("EBPMT: No InProgressHits or InProgressChkey found", v_message, verbosityEBPMT);
+    return true;
+  }
+
+  Log("EBPMT: got inprogress hits and chkey with size " + std::to_string(InProgressHits->size()) + " and " + std::to_string(InProgressChkey->size()), v_message, verbosityEBPMT);
+
+  vector<uint64_t> PMTEmplacedHitTimes;
+
+  for (std::pair<uint64_t, std::map<unsigned long, std::vector<Hit>> *> p : *InProgressHits)
+  {
+    uint64_t PMTCounterTimeNs = p.first;
+    std::map<unsigned long, std::vector<Hit>> *hitMap = p.second;
+    vector<unsigned long> ChannelKey = InProgressChkey->at(PMTCounterTimeNs);
+
+    Log("EBPMT: PMTCounterTimeNs: " + std::to_string(PMTCounterTimeNs), v_debug, verbosityEBPMT);
+    Log("EBPMT: hitMap size: " + std::to_string(hitMap->size()), v_debug, verbosityEBPMT);
+    Log("EBPMT: ChannelKey vector size: " + std::to_string(ChannelKey.size()), v_debug, verbosityEBPMT);
+    Log("EBPMT: Current unfinished InProgressHits size: " + std::to_string(InProgressHits->size()), v_debug, verbosityEBPMT);
+
+    if (static_cast<int>(ChannelKey.size()) > MaxObservedNumWaves)
+      MaxObservedNumWaves = ChannelKey.size();
+    if (InProgressHits->size() > 500 && MaxObservedNumWaves < NumWavesInCompleteSet && !max_waves_adapted && MaxObservedNumWaves >= 130)
+    {
+      NumWavesInCompleteSet = MaxObservedNumWaves;
+      max_waves_adapted = true;
+      Log("EBPMT: MaxObservedNumWaves = " + std::to_string(MaxObservedNumWaves), v_message, verbosityEBPMT);
+      Log("EBPMT: NumWavesInCompleteSet = " + std::to_string(NumWavesInCompleteSet), v_message, verbosityEBPMT);
+    }
+
+    if (MaxObservedNumWaves > NumWavesInCompleteSet)
+      NumWavesInCompleteSet = MaxObservedNumWaves;
+
+    if (ChannelKey.size() == (NumWavesInCompleteSet - 1))
+    {
+      Log("EBPMT: ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " == NumWavesInCompleteSet - 1 = " + std::to_string(NumWavesInCompleteSet - 1), v_debug, verbosityEBPMT);
+      if (AlmostCompleteWaveforms.find(PMTCounterTimeNs) != AlmostCompleteWaveforms.end())
+      {
+        Log("EBPMT: AlmostCompleteWaveforms size = " + std::to_string(AlmostCompleteWaveforms.size()), v_debug, verbosityEBPMT);
+        AlmostCompleteWaveforms[PMTCounterTimeNs]++;
+      }
+      else
+        AlmostCompleteWaveforms.emplace(PMTCounterTimeNs, 0);
+      Log("EBPMT: AlmostCompleteWaveforms adding PMTCounterTimeNs = " + std::to_string(PMTCounterTimeNs) + " to " + std::to_string(AlmostCompleteWaveforms[PMTCounterTimeNs]), v_debug, verbosityEBPMT);
+    }
+
+    Log("EBPMT: ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " >= NumWavesInCompleteSet = " + std::to_string(NumWavesInCompleteSet) + " or AlmostCompleteWaveforms.at(PMTCounterTimeNs) = " + std::to_string(AlmostCompleteWaveforms[PMTCounterTimeNs] >= 5), v_debug, verbosityEBPMT);
+
+    if (ChannelKey.size() >= NumWavesInCompleteSet || ((ChannelKey.size() == NumWavesInCompleteSet - 1) && (AlmostCompleteWaveforms[PMTCounterTimeNs] >= 5)))
+    {
+      Log("EBPMT: Emplace hit map to FinishedHits, ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " >= NumWavesInCompleteSet = " + std::to_string(NumWavesInCompleteSet) + " or AlmostCompleteWaveforms.at(PMTCounterTimeNs) = " + std::to_string(AlmostCompleteWaveforms.at(PMTCounterTimeNs) >= 5), v_debug, verbosityEBPMT);
+
+      // check if the PMTCounterTimeNs is already in the FinishedHits, if not then add it
+
+      if (FinishedHits->find(PMTCounterTimeNs) != FinishedHits->end())
+      {
+        Log("EBPMT: PMTCounterTimeNs: " + std::to_string(PMTCounterTimeNs) + " already in FinishedHits", v_debug, verbosityEBPMT);
+        continue;
+      }
+      // if find PMTCounterTimeNs in PairedPMTTimeStamps, then skip this hit
+      if (PairedPMTTimeStamps.size() > 0)
+      {
+        bool skip = false;
+        for (std::pair<int, vector<uint64_t>> p : PairedPMTTimeStamps)
+        {
+          vector<uint64_t> PMTTimeStamps = p.second;
+          for (uint64_t PMTTimeStamp : PMTTimeStamps)
+          {
+            if (PMTCounterTimeNs == PMTTimeStamp)
+            {
+              skip = true;
+              break;
+            }
+          }
+          if (skip)
+            break;
+        }
+        if (skip)
+          continue;
+      }
+      FinishedHits->emplace(PMTCounterTimeNs, hitMap);
+
+      PMTEmplacedHitTimes.push_back(PMTCounterTimeNs);
+
+      std::map<std::vector<int>, int> aWaveMapSampleSize;
+
+      // Put PMT timestamp into the timestamp set for this run.
+      Log("EBPMT: waveset has clock counter: " + std::to_string(PMTCounterTimeNs), v_debug, verbosityEBPMT);
+    }
+
+    if ((ChannelKey.size() == NumWavesInCompleteSet - 1))
+    {
+      if (AlmostCompleteWaveforms.at(PMTCounterTimeNs) >= 5)
+        AlmostCompleteWaveforms.erase(PMTCounterTimeNs);
+    }
+  }
+
+  Log("EBPMT: InProgressHits size: " + std::to_string(InProgressHits->size()) + " InProgressChkey size: " + std::to_string(InProgressChkey->size()), v_message, verbosityEBPMT);
+  Log("EBPMT: PMTEmplacedHitTimes size: " + std::to_string(PMTEmplacedHitTimes.size()), v_message, verbosityEBPMT);
+  /*for (uint64_t PMTCounterTimeNs : PMTEmplacedHitTimes)
+  {
+    InProgressHits->erase(PMTCounterTimeNs);
+    InProgressChkey->erase(PMTCounterTimeNs);
+  }*/
+  Log("EBPMT: InProgressHits size: " + std::to_string(InProgressHits->size()) + " InProgressChkey size: " + std::to_string(InProgressChkey->size()), v_message, verbosityEBPMT);
+
+  // If this InProgressTankEvent is too old, clear it
+  Log("EBPMT: Current number of unfinished hitmaps in InProgressHits: " + std::to_string(InProgressHits->size()), v_debug, verbosityEBPMT);
+
+  Log("EBPMT: All finished, left size are, matchedHitNumber: " + std::to_string(matchedHitNumber) + " InProgressHits: " + std::to_string(InProgressHits->size()) + " FinishedHits: " + std::to_string(FinishedHits->size()), v_message, verbosityEBPMT);
+
+  if (exeNum % 80 == 0)
+  {
+    Log("EBPMT: after apply the VME offset correction and loading, the size of FinishedHits is " + std::to_string(FinishedHits->size()), v_message, verbosityEBPMT);
+  }
+
+
+  exeNum++;
+
+  if (exeNum % 50 == 0)
+  {
+    Log("EBPMT: exeNum: " + std::to_string(exeNum), v_message, verbosityEBPMT);
+  }
+
+  bool stopLoop = false;
+  m_data->vars.Get("StopLoop", stopLoop);
+  int runNum = thisRunNum;
+  m_data->vars.Get("RunNumber", thisRunNum);
+  if (exeNum % exePerMatch == 0 || runNum != thisRunNum || stopLoop)
+  {
+    Log("EBPMT: exeNum: " + std::to_string(exeNum) + " Doing Matching", v_message, verbosityEBPMT);
+    if (matchToAllTriggers)
+    {
+      Matching(0, 0);
+    }
+    else
+    {
+      bool BeamTriggerGroupped = false;
+      m_data->CStore.Get("BeamTriggerGroupped", BeamTriggerGroupped);
+      if (BeamTriggerGroupped)
+        Matching(5, 14);
+      else
+        Log("EBPMT: BeamTriggerGroupped is false, no beam trigger groupped in the grouper, stop matching", v_message, verbosityEBPMT);
+    }
+  }
+
+  m_data->CStore.Set("PairedPMTTriggerTimestamp", PairedCTCTimeStamps);
+  m_data->CStore.Set("PairedPMTTimeStamps", PairedPMTTimeStamps);
+  m_data->CStore.Set("PairedPMT_TriggerIndex", PairedPMT_TriggerIndex);
+  m_data->CStore.Set("PMTHitmapRunCode", PMTHitmapRunCode);
+  // everytime change the trigger group, also update the trigger index.
+  Log("EBPMT: Set PairedPMTTimeStamps size: " + std::to_string(PairedPMTTimeStamps.size()), v_message, verbosityEBPMT);
+  Log("EBPMT: Set PairedPMTTriggerTimestamp size: " + std::to_string(PairedCTCTimeStamps.size()), v_message, verbosityEBPMT);
+
+  return true;
+}
+
+bool EBPMT::Finalise()
+{
+
+  Log("\033[1;34mEBPMT: Finalising\033[0m", v_message, verbosityEBPMT);
+  Log("EBPMT: Matched Hit Map Entry Number: " + std::to_string(matchedHitNumber), v_message, verbosityEBPMT);
+  Log("EBPMT: Unmatched Hit Map Entry Number left: " + std::to_string(FinishedHits->size()), v_message, verbosityEBPMT);
+
+  return true;
+}
+
+bool EBPMT::Matching(int targetTrigger, int matchToTrack)
+{
+  cout << "\033[1;34m******* EBPMT : Matching *******\033[0m" << endl;
+  std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
+  m_data->CStore.Get("GroupedTriggersInTotal", GroupedTriggersInTotal);
+
+  vector<uint64_t> matchedHitTimes;
+  // loop over all the Hits, for each FinishedHits, loop all grouped triggers, if the time differencs<100 for trigger 5,
+  // matchedHitNumber ++, then remove the hit from the map
+  int loopNum = 0;
+  for (std::pair<uint64_t, std::map<unsigned long, std::vector<Hit>> *> pmtpair : *FinishedHits)
+  {
+    if (verbosityEBPMT > 11)
+      cout << "******************EBPMT: new hit" << endl;
+    uint64_t PMTCounterTimeNs = pmtpair.first;
+    std::map<unsigned long, std::vector<Hit>> *hitMap = pmtpair.second;
+    // set minDT to 5 min
+    uint64_t minDT = 5 * 60 * 1e9;
+    uint64_t minDTTrigger = 0;
+    uint64_t dt = 0;
+    uint32_t matchedTrigWord = 0;
+    int matchedTrack = 0;
+    int matchedIndex = 0;
+    // loop all tracks of GroupedTriggersInTotal
+    for (std::pair<int, std::vector<std::map<uint64_t, uint32_t>>> pair : GroupedTriggersInTotal)
+    {
+      int TrackTriggerWord = pair.first;
+      if (TrackTriggerWord != matchToTrack && !matchToAllTriggers)
+        continue;
+
+      vector<std::map<uint64_t, uint32_t>> groupedTriggers = pair.second;
+
+      // loop all the grouped triggers, if the value is target trigger, then calculate the time difference
+      for (int i = 0; i < groupedTriggers.size(); i++)
+      {
+        map<uint64_t, uint32_t> groupedTrigger = groupedTriggers.at(i);
+        // itearte over all the grouped triggers, if the value is target trigger, then calculate the time difference
+        for (std::pair<uint64_t, uint32_t> p : groupedTrigger)
+        {
+          if (matchToAllTriggers || p.second == targetTrigger)
+          {
+            if (PMTCounterTimeNs > p.first)
+            {
+              dt = PMTCounterTimeNs - p.first;
+            }
+            else
+            {
+              dt = p.first - PMTCounterTimeNs;
+            }
+            if (dt < minDT)
+            {
+              minDT = dt;
+              minDTTrigger = p.first;
+              matchedTrigWord = p.second;
+              matchedTrack = TrackTriggerWord;
+              matchedIndex = i;
+            }
+          }
+        }
+      }
+    }
+
+    Log("EBPMT: looping hit " + std::to_string(loopNum) + ", minDT: " + std::to_string(minDT) + ", minDTTrigger time: " + std::to_string(minDTTrigger) + " with word " + std::to_string(matchedTrigWord) + ", in trigger track " + std::to_string(matchedTrack), v_warning, verbosityEBPMT);
+    if (minDT < matchTolerance_ns)
+    {
+      PairedCTCTimeStamps[matchedTrack].push_back(minDTTrigger);
+      PairedPMTTimeStamps[matchedTrack].push_back(PMTCounterTimeNs);
+      PairedPMT_TriggerIndex[matchedTrack].push_back(matchedIndex);
+
+      // the pmt hit map with timestmap PMTCounterTimeNs, match to trigger with timestamp minDTTrigger
+      // the matched trigger is at matchedIndex of that trigger track
+
+      matchedHitNumber++;
+      matchedHitTimes.push_back(PMTCounterTimeNs);
+      // FinishedHits->erase(PMTCounterTimeNs);
+      Log("EBPMT: Matched Hit to trigger " + std::to_string(matchedTrigWord) + " at PMTCounterTimeNs: " + std::to_string(PMTCounterTimeNs) + " to TriggerTime: " + std::to_string(minDTTrigger) + " with minDT: " + std::to_string(minDT) + ", in trigger track " + std::to_string(matchedTrack) + ", in trigger index " + std::to_string(matchedIndex), v_message, verbosityEBPMT);
+    }
+    else
+    {
+      Log("EBPMT: Match failed, found min diff Hit to trigger " + std::to_string(matchedTrigWord) + " at PMTCounterTimeNs: " + std::to_string(PMTCounterTimeNs) + " to TriggerTime: " + std::to_string(minDTTrigger) + " with minDT: " + std::to_string(minDT) + ", in trigger track " + std::to_string(matchedTrack) + ", in trigger index " + std::to_string(matchedIndex), v_message, verbosityEBPMT);
+    }
+    loopNum++;
+  }
+  Log("EBPMT: total matchedHitNumber: " + std::to_string(matchedHitNumber), v_message, verbosityEBPMT);
+  Log("EBPMT: Current number of unfinished hitmaps after match in InProgressHits: " + std::to_string(InProgressHits->size()), v_message, verbosityEBPMT);
+
+  Log("EBPMT: Found matched hits: " + std::to_string(matchedHitTimes.size()), v_message, verbosityEBPMT);
+  Log("EBPMT: before erase, left number of unfinished hitmaps in FinishedHits: " + std::to_string(FinishedHits->size()), v_message, verbosityEBPMT);
+  for (uint64_t PMTCounterTimeNs : matchedHitTimes)
+  {
+    FinishedHits->erase(PMTCounterTimeNs);
+  }
+  Log("EBPMT: after erase, left number of unfinished hitmaps in FinishedHits: " + std::to_string(FinishedHits->size()), v_message, verbosityEBPMT);
+
+  return true;
+}
+
+void EBPMT::CorrectVMEOffset()
+{
+  Log("EBPMT: Correcting VME Offset", v_message, verbosityEBPMT);
+  vector<uint64_t> timestamps;                      // all current timestamps
+  std::map<uint64_t, uint64_t> timestamps_to_shift; // timestamps need to be shifted
+
+  //if InProgressHits size is 0, return
+  if (InProgressHits->size() == 0)
+  {
+    Log("EBPMT: InProgressHits size is 0, return", v_message, verbosityEBPMT);
+    return;
+  }
+
+  //insert the key of std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHits; to timestamps
+  for (std::pair<uint64_t, std::map<unsigned long, std::vector<Hit>> *> p : *InProgressHits)
+  {
+    timestamps.push_back(p.first);
+  }
+
+  Log("EBPMT: Found " + std::to_string(timestamps.size()) + " timestamps", v_message, verbosityEBPMT);
+
+  // loop timestamps，对于�一个时间戳，检查它与它之�的时间戳的差值是�是8或者16
+  // 如果是，获得InProgressHits在这两个时间戳上的map的size
+  // 在timestamps_to_shift中记录pair，第一个时间戳是size较�的那个，第二个是较大的那个
+  for (int i = 1; i < timestamps.size(); i++)
+  {
+    uint64_t dt = (timestamps[i] > timestamps[i - 1]) ? (timestamps[i] - timestamps[i - 1]) : (timestamps[i - 1] - timestamps[i]);
+    Log("EBPMT: Found two timestamps with difference  = " + std::to_string(dt) + "ns", v_message, verbosityEBPMT);
+    Log("EBPMT: timestamps[i - 1] = " + std::to_string(timestamps[i - 1]) + " timestamps[i] = " + std::to_string(timestamps[i]), v_message, verbosityEBPMT);
+    if (dt == 8 || dt == 16)
+    {
+      uint64_t FirstMapSize = InProgressHits->at(timestamps[i - 1])->size();
+      uint64_t SecondMapSize = InProgressHits->at(timestamps[i])->size();
+      Log("EBPMT: Found two timestamps with 8 or 16ns difference, FirstMapSize: " + std::to_string(FirstMapSize) + " SecondMapSize: " + std::to_string(SecondMapSize), v_message, verbosityEBPMT);
+      if (FirstMapSize < SecondMapSize)
+      {
+        timestamps_to_shift.emplace(timestamps[i - 1], timestamps[i]);
+      }
+      else
+      {
+        timestamps_to_shift.emplace(timestamps[i], timestamps[i - 1]);
+      }
+    }
+    else if (dt < 1600)
+    {
+      Log("EBPMT: Found two timestamps with difference  = " + std::to_string(dt) + "ns", v_message, verbosityEBPMT);
+      continue;
+    }
+  }
+
+  int correctionApplied = 0;
+  Log("EBPMT: Found " + std::to_string(timestamps_to_shift.size()) + " timestamps to shift", v_message, verbosityEBPMT);
+  // go through timestamps_to_shift, for each pair, shift the hit map in the first smaller timestamp to the second larger timestamp
+  // apply on InProgressHits, InProgressHitsAux, InProgressChkey, InProgressRecoADCHits, InProgressRecoADCHitsAux
+  if (InProgressHitsAux != NULL && InProgressRecoADCHitsAux != NULL)
+  { // InProgressHitsAux,InProgressRecoADCHitsAux may not exist yet
+    for (std::map<uint64_t, uint64_t>::iterator it = timestamps_to_shift.begin(); it != timestamps_to_shift.end(); it++)
+    {
+      uint64_t SmallerMapTS = it->first;
+      uint64_t LargerMapTS = it->second;
+      Log("EBPMT::CorrectVMEOffset: Map Timestamp " + std::to_string(SmallerMapTS) + " to timestamp " + std::to_string(LargerMapTS), v_debug, verbosityEBPMT);
+      if (InProgressHits->count(SmallerMapTS) == 0 || InProgressHits->count(LargerMapTS) == 0)
+      { // map object at FirstTS, SecondTS may not exist yet
+        Log("EBPMT::CorrectVMEOffset: InProgressHits->count(FirstTS) == " + std::to_string(InProgressHits->count(SmallerMapTS)) + ", InProgressHits->count(SecondTS) == " + std::to_string(InProgressHits->count(LargerMapTS)), v_debug, verbosityEBPMT);
+        break;
+      }
+      // Get InProgress* {Hits, Chkey, and RecoADCHits} objects
+      std::map<unsigned long, std::vector<Hit>> *FirstTankHits = InProgressHits->at(SmallerMapTS);
+      std::map<unsigned long, std::vector<Hit>> *SecondTankHits = InProgressHits->at(LargerMapTS);
+      std::vector<unsigned long> FirstChankey = InProgressChkey->at(SmallerMapTS);
+      std::vector<unsigned long> SecondChankey = InProgressChkey->at(LargerMapTS);
+      std::map<unsigned long, std::vector<Hit>> *FirstTankHitsAux = InProgressHitsAux->at(SmallerMapTS);
+      std::map<unsigned long, std::vector<Hit>> *SecondTankHitsAux = InProgressHitsAux->at(LargerMapTS);
+      std::map<unsigned long, std::vector<std::vector<ADCPulse>>> FirstRecoADCHits = InProgressRecoADCHits->at(SmallerMapTS);
+      std::map<unsigned long, std::vector<std::vector<ADCPulse>>> SecondRecoADCHits = InProgressRecoADCHits->at(LargerMapTS);
+      std::map<unsigned long, std::vector<std::vector<ADCPulse>>> FirstRecoADCHitsAux = InProgressRecoADCHitsAux->at(SmallerMapTS);
+      std::map<unsigned long, std::vector<std::vector<ADCPulse>>> SecondRecoADCHitsAux = InProgressRecoADCHitsAux->at(LargerMapTS);
+
+      SecondTankHits->insert(FirstTankHits->begin(), FirstTankHits->end());
+      SecondChankey.insert(SecondChankey.end(), FirstChankey.begin(), FirstChankey.end());
+      SecondTankHitsAux->insert(FirstTankHitsAux->begin(), FirstTankHitsAux->end());
+      SecondRecoADCHits.insert(FirstRecoADCHits.begin(), FirstRecoADCHits.end());
+      SecondRecoADCHitsAux.insert(FirstRecoADCHitsAux.begin(), FirstRecoADCHitsAux.end());
+
+      (*InProgressHits)[LargerMapTS] = SecondTankHits;
+      InProgressHits->erase(SmallerMapTS);
+      (*InProgressChkey)[LargerMapTS] = SecondChankey;
+      InProgressChkey->erase(SmallerMapTS);
+      (*InProgressHitsAux)[LargerMapTS] = SecondTankHitsAux;
+      InProgressHitsAux->erase(SmallerMapTS);
+      (*InProgressRecoADCHits)[LargerMapTS] = SecondRecoADCHits;
+      InProgressRecoADCHits->erase(SmallerMapTS);
+      (*InProgressRecoADCHitsAux)[LargerMapTS] = SecondRecoADCHitsAux;
+      InProgressRecoADCHitsAux->erase(SmallerMapTS);
+
+      correctionApplied++;
+    }
+  }
+  Log("EBPMT: Corrected VME Offset for " + std::to_string(correctionApplied) + " timestamps", v_message, verbosityEBPMT);
+}
\ No newline at end of file
diff --git a/UserTools/EBPMT/EBPMT.h b/UserTools/EBPMT/EBPMT.h
new file mode 100644
index 000000000..0a6242f7a
--- /dev/null
+++ b/UserTools/EBPMT/EBPMT.h
@@ -0,0 +1,73 @@
+#ifndef EBPMT_H
+#define EBPMT_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "Hit.h"
+#include "ADCPulse.h"
+
+/**
+ * \class EBPMT
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class EBPMT : public Tool
+{
+
+public:
+    EBPMT();                                                  ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+    bool Matching(int targetTrigger, int matchToTrack);
+    void CorrectVMEOffset();
+
+private:
+    int verbosityEBPMT;
+    int matchTargetTrigger;
+    uint64_t matchTolerance_ns;
+
+    int currentRunCode;
+ 
+    std::map<uint64_t, std::map<unsigned long,std::vector<Hit>>*> *FinishedHits;        //Key: {MTCTime}, value: map of  Hit distributions
+
+    std::map<uint64_t,int> AlmostCompleteWaveforms;
+
+    std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHits; // Key: {MTCTime}, value: map of  Hit distributions
+    std::map<uint64_t, std::vector<unsigned long>> *InProgressChkey;                 // Key: {MTCTime}, value: vector of in progress chankeys
+
+    //only used for VME offset correction
+    std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHitsAux;                        // Key: {MTCTime}, value: map of  Hit distributions
+    std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>> *InProgressRecoADCHits;    // Key: {MTCTime}, value: map of found pulses
+    std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>> *InProgressRecoADCHitsAux; // Key: {MTCTime}, value: map of found pulses
+
+
+    std::map<int,vector<uint64_t>> PairedCTCTimeStamps;
+    std::map<int,vector<int>> PairedPMT_TriggerIndex;
+    std::map<int,vector<uint64_t>> PairedPMTTimeStamps;
+   std::map<uint64_t, int> PMTHitmapRunCode; // Key: {MTCTime}, value: RunCode
+
+
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+
+    int MaxObservedNumWaves = 0;
+    int NumWavesInCompleteSet = 140;
+    bool max_waves_adapted = false;
+
+    int matchedHitNumber = 0;
+    int exeNum = 0;
+    int thisRunNum;
+    int exePerMatch = 500;
+    bool matchToAllTriggers;
+};
+
+#endif
diff --git a/UserTools/EBPMT/README.md b/UserTools/EBPMT/README.md
new file mode 100644
index 000000000..131118613
--- /dev/null
+++ b/UserTools/EBPMT/README.md
@@ -0,0 +1,20 @@
+# EBPMT
+
+EBPMT
+
+## Data
+
+Describe any data formats EBPMT creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for EBPMT.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
new file mode 100644
index 000000000..ad029ef07
--- /dev/null
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -0,0 +1,1150 @@
+#include "EBSaver.h"
+
+EBSaver::EBSaver() : Tool() {}
+
+bool EBSaver::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("verbosityEBSaver", verbosityEBSaver);
+  savePath = "";
+  m_variables.Get("savePath", savePath);
+  saveName = "ProcessedData_";
+  m_variables.Get("saveName", saveName);
+
+  saveTriggerGroups = true;
+  savePMT = true;
+
+  saveAllTriggers = false;
+  m_variables.Get("saveAllTriggers", saveAllTriggers);
+  saveMRD = true;
+  m_variables.Get("saveMRD", saveMRD);
+  saveLAPPD = true;
+  m_variables.Get("saveLAPPD", saveLAPPD);
+  saveOrphan = true;
+  m_variables.Get("saveOrphan", saveOrphan);
+
+  ANNIEEvent = new BoostStore(false, 2);
+
+  exeNumber = 0;
+  savedTriggerGroupNumber = 0;
+  savedPMTHitMapNumber = 0;
+  savedMRDNumber = 0;
+  savedLAPPDNumber = 0;
+
+  savePerExe = 2000;
+
+  if (savePMT)
+    saveName += "PMT";
+  if (saveMRD)
+    saveName += "MRD";
+  if (saveLAPPD)
+    saveName += "LAPPD";
+
+  m_data->CStore.Get("BeamTriggerMain", BeamTriggerMain);
+  m_data->CStore.Get("LaserTriggerMain", LaserTriggerMain);
+  m_data->CStore.Get("CosmicTriggerMain", CosmicTriggerMain);
+  m_data->CStore.Get("LEDTriggerMain", LEDTriggerMain);
+  m_data->CStore.Get("AmBeTriggerMain", AmBeTriggerMain);
+  m_data->CStore.Get("PPSMain", PPSMain);
+
+  InProgressHits = new std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *>;
+  InProgressChkey = new std::map<uint64_t, std::vector<unsigned long>>;
+  InProgressRecoADCHits = new std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>>;
+  InProgressRecoADCHitsAux = new std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>>;
+  InProgressHitsAux = new std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *>;
+  FinishedRawAcqSize = new std::map<uint64_t, std::map<unsigned long, std::vector<int>>>;
+
+  return true;
+}
+
+bool EBSaver::Execute()
+{
+
+  bool saveProcessedFile = false;
+  bool saveEverything = false;
+  m_data->CStore.Get("SaveProcessedFile", saveProcessedFile);
+  m_data->CStore.Get("SaveEverything", saveEverything);
+  if (!saveProcessedFile && !saveEverything)
+  {
+    Log("EBSaver: Not saving data in this exe", v_message, verbosityEBSaver);
+    return true;
+  }
+  cout << "\033[1;34m******* EBSaver : Start execute *******\033[0m" << endl;
+
+  m_data->CStore.Get("RunCodeToSave", savingRunCode);
+  GotAllDataFromOriginalBuffer();
+
+  Log("EBSaver: Start saving data for run code " + std::to_string(savingRunCode), v_message, verbosityEBSaver);
+
+  // clean the to remove buffer
+  GroupedTriggerIndexToRemove.clear();
+  PMTRunCodeToRemove.clear();
+  MRDRunCodeToRemove.clear();
+  LAPPDRunCodeToRemove.clear();
+
+  PMTPairInfoToRemoveTime.clear();
+  MRDPairInfoToRemoveTime.clear();
+  LAPPDPairInfoToRemoveTime.clear();
+
+  // get the grouped trigger, save the grouped triggers with the same runcode
+  cout << "\033[1;34m******* EBSaver : Saving *******\033[0m" << endl;
+  m_data->CStore.Get("GroupedTriggersInTotal", GroupedTriggersInTotal);
+  m_data->CStore.Get("RunCodeInTotal", RunCodeInTotal);
+
+  // get the pmt data, runcode buffer, and match information
+
+  // get the pmt buffer, save the data, and remove the saved data from data buffer
+
+  // loop each track in the RunCodeInTotal;
+  for (auto const &track : RunCodeInTotal)
+  {
+    int triggerTrack = track.first;
+    std::vector<int> RunCodeVector = track.second;
+    // check if the RunCodeInTotal[tragetTrigWord] has the same size with GroupedTriggersInTotal[tragetTrigWord]
+    Log("EBSaver: Looping trigger track " + std::to_string(triggerTrack) + " with RunCodeInTotal size " + std::to_string(RunCodeVector.size()) + " and GroupedTriggersInTotal size " + std::to_string(GroupedTriggersInTotal[triggerTrack].size()), v_message, verbosityEBSaver);
+
+    if (RunCodeVector.size() != GroupedTriggersInTotal[triggerTrack].size())
+    {
+      Log("EBSaver: RunCodeInTotal and GroupedTriggersInTotal size not match, RunCodeVector size " + std::to_string(RunCodeVector.size()) + " and GroupedTriggersInTotal size " + std::to_string(GroupedTriggersInTotal[triggerTrack].size()), v_warning, verbosityEBSaver);
+      continue;
+    }
+    // GroupedTriggersInTotal and RunCodeInTotal have the same size
+    // same index is the cooresponding data
+    for (int i = 0; i < RunCodeVector.size(); i++)
+    {
+      int runCode = RunCodeVector[i];
+      // saving
+      // if save Everything, in case there might be some mis aligned events not saved to that processed part file correctly and left in buffer, save them to corresponding part file
+      if (runCode == savingRunCode)
+      {
+          Log("\033[1;34m ****EBSaver: Saving a new event \033[0m", v_message, verbosityEBSaver);
+
+        std::string saveFileName = savePath + saveName + "_R" + to_string(runCode / 100000) + "S" + to_string((runCode % 100000) / 10000 - 1) + "p" + to_string(runCode % 10000);
+        Log("EBSaver: Saving to " + saveFileName + " with run code " + std::to_string(runCode) + " at index " + std::to_string(i), v_message, verbosityEBSaver);
+
+        // if in last exe, the runcode for that group of trigger equals to the saving RunCode, save to ANNIEEvent Processed File
+        SaveToANNIEEvent(saveFileName, runCode, triggerTrack, i);
+      }
+    }
+  }
+
+  // remove the paired trigger and data timestamp at PairInfoToRemoveIndex from the buffer like PairedLAPPDTimeStamps
+  for (auto const &track : GroupedTriggerIndexToRemove)
+  {
+    int triggerTrack = track.first;
+    int groupIndex = track.second;
+    GroupedTriggersInTotal[triggerTrack].erase(GroupedTriggersInTotal[triggerTrack].begin() + groupIndex);
+    RunCodeInTotal[triggerTrack].erase(RunCodeInTotal[triggerTrack].begin() + groupIndex);
+  }
+  int PMTToRemove = 0;
+  int MRDToRemove = 0;
+  int LAPPDToRemove = 0;
+  for (auto const &track : PMTPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    PMTToRemove += times.size();
+    // print the size of times, and all elements in times
+    Log("EBSaver: PMT PairInfoToRemoveTime at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < times.size(); i++)
+      cout << i << ": " << times[i] << ", ";
+  }
+  cout << endl;
+  for (auto const &track : MRDPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    MRDToRemove += times.size();
+    Log("EBSaver: MRD PairInfoToRemoveTime at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < times.size(); i++)
+      cout << i << ": " << times[i] << ", ";
+  }
+  cout << endl;
+  for (auto const &track : LAPPDPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    LAPPDToRemove += times.size();
+    Log("EBSaver: LAPPD PairInfoToRemoveTime at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < times.size(); i++)
+      cout << i << ": " << times[i] << ", ";
+  }
+  cout << endl;
+
+  Log("EBSaver: before remove from pair info buffer, going to remove PMT " + std::to_string(PMTToRemove) + ", MRD " + std::to_string(MRDToRemove) + ", LAPPD " + std::to_string(LAPPDToRemove), v_message, verbosityEBSaver);
+
+  // print everything in PairedLAPPDTimeStamps for debug
+  for (auto const &track : PairedLAPPDTimeStamps)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    Log("EBSaver: PairedLAPPDTimeStamps at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < times.size(); i++)
+      cout << i << ": " << times[i] << ", ";
+  }
+  // print everything in Buffer_LAPPDTimestamp_ns for debug
+  Log("EBSaver: Buffer_LAPPDTimestamp_ns size " + std::to_string(Buffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBSaver);
+  for (int i = 0; i < Buffer_LAPPDTimestamp_ns.size(); i++)
+    cout << i << ": " << Buffer_LAPPDTimestamp_ns[i] << ", ";
+  cout << endl;
+
+  // 删除 LAPPD 相关时间戳
+  int removedLAPPD = 0;
+  for (auto const &track : LAPPDPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> indexes = track.second;
+    for (int i = 0; i < indexes.size(); i++)
+    {
+      int foundIndex = -1;
+      for (int j = 0; j < PairedLAPPDTimeStamps[triggerTrack].size(); j++)
+      {
+        if (PairedLAPPDTimeStamps[triggerTrack][j] == indexes[i])
+        {
+          foundIndex = j;
+          break;
+        }
+      }
+      if (foundIndex != -1)
+      {
+        removedLAPPD++;
+        Log("EBSaver: Remove LAPPD data with LAPPDTime " + std::to_string(indexes[i]) + " at index " + std::to_string(foundIndex), v_message, verbosityEBSaver);
+        PairedLAPPDTimeStamps[triggerTrack].erase(PairedLAPPDTimeStamps[triggerTrack].begin() + foundIndex);
+        PairedLAPPDTriggerTimestamp[triggerTrack].erase(PairedLAPPDTriggerTimestamp[triggerTrack].begin() + foundIndex);
+      }
+    }
+  }
+
+  // 删除 PMT 相关时间戳
+
+  for (auto const &track : PMTPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> indexes = track.second;
+    for (int i = 0; i < indexes.size(); i++)
+    {
+      int foundIndex = -1;
+      for (int j = 0; j < PairedPMTTimeStamps[triggerTrack].size(); j++)
+      {
+        if (PairedPMTTimeStamps[triggerTrack][j] == indexes[i])
+        {
+          foundIndex = j;
+          break;
+        }
+      }
+      if (foundIndex != -1)
+      {
+        PairedPMTTimeStamps[triggerTrack].erase(PairedPMTTimeStamps[triggerTrack].begin() + foundIndex);
+        PairedPMTTriggerTimestamp[triggerTrack].erase(PairedPMTTriggerTimestamp[triggerTrack].begin() + foundIndex);
+      }
+    }
+  }
+
+  // 删除 MRD 相关时间戳
+  for (auto const &track : MRDPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> indexes = track.second;
+    for (int i = 0; i < indexes.size(); i++)
+    {
+      int foundIndex = -1;
+      for (int j = 0; j < PairedMRDTimeStamps[triggerTrack].size(); j++)
+      {
+        if (PairedMRDTimeStamps[triggerTrack][j] == indexes[i])
+        {
+          foundIndex = j;
+          break;
+        }
+      }
+      if (foundIndex != -1)
+      {
+        PairedMRDTimeStamps[triggerTrack].erase(PairedMRDTimeStamps[triggerTrack].begin() + foundIndex);
+        PairedMRDTriggerTimestamp[triggerTrack].erase(PairedMRDTriggerTimestamp[triggerTrack].begin() + foundIndex);
+      }
+    }
+  }
+
+  ANNIEEvent->Close();
+  ANNIEEvent->Delete();
+  delete ANNIEEvent;
+  ANNIEEvent = new BoostStore(false, 2);
+
+  if (saveEverything)
+  {
+    Log("EBSaver: Save everything", v_message, verbosityEBSaver);
+  }
+
+  // now save other data left in the data buffer to orphan
+  // loop the runcode buffer of each data store, find which run code we need to save
+  // then loop the run code vector, for each run code, loop all data buffers, save the left data with the save run code
+
+  m_data->CStore.Set("GroupedTriggersInTotal", GroupedTriggersInTotal);
+  m_data->CStore.Set("RunCodeInTotal", RunCodeInTotal);
+  m_data->CStore.Set("PairedLAPPDTriggerTimestamp", PairedLAPPDTriggerTimestamp);
+  m_data->CStore.Set("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
+  m_data->CStore.Set("PairedPMTTriggerTimestamp", PairedPMTTriggerTimestamp);
+  m_data->CStore.Set("PairedPMTTimeStamps", PairedPMTTimeStamps);
+  m_data->CStore.Set("PairedMRDTriggerTimestamp", PairedMRDTriggerTimestamp);
+  m_data->CStore.Set("PairedMRDTimeStamps", PairedMRDTimeStamps);
+
+  Log("EBSaver: Execute finished, saved PMT " + std::to_string(savedPMTHitMapNumber) + ", MRD " + std::to_string(savedMRDNumber) + ", LAPPD " + std::to_string(savedLAPPDNumber) + ", trigger group " + std::to_string(savedTriggerGroupNumber), v_message, verbosityEBSaver);
+
+  Log("EBSaver: Set PMT pairing information buffer PairedPMTTimeStamps size " + std::to_string(PairedPMTTimeStamps.size()), v_message, verbosityEBSaver);
+  // print size of each track
+  for (auto const &track : PairedPMTTimeStamps)
+    Log("EBSaver: track " + std::to_string(track.first) + " size " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+  Log("EBSaver: Set MRD pairing information buffer PairedMRDTimeStamps size " + std::to_string(PairedMRDTimeStamps.size()), v_message, verbosityEBSaver);
+  for (auto const &track : PairedMRDTimeStamps)
+    Log("EBSaver: track " + std::to_string(track.first) + " size " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+  Log("EBSaver: Set LAPPD pairing information buffer PairedLAPPDTimeStamps size " + std::to_string(PairedLAPPDTimeStamps.size()), v_message, verbosityEBSaver);
+  for (auto const &track : PairedLAPPDTimeStamps)
+    Log("EBSaver: track " + std::to_string(track.first) + " size " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+
+  SetDataObjects();
+  cout << "\033[1;34m******* EBSaver : Finished *******\033[0m" << endl;
+
+  return true;
+}
+
+bool EBSaver::Finalise()
+{
+  Log("\033[1;34mEBSaver: Finalising\033[0m", v_message, verbosityEBSaver);
+  ANNIEEvent->Close();
+  ANNIEEvent->Delete();
+  delete ANNIEEvent;
+
+  Log("EBSaver: Finished built " + std::to_string(TotalBuiltEventsNumber) + " events", v_message, verbosityEBSaver);
+  Log("EBSaver: Finished built " + std::to_string(savedTriggerGroupNumber) + " trigger groups", v_message, verbosityEBSaver);
+  Log("EBSaver: Finished built " + std::to_string(savedPMTHitMapNumber) + " PMT hit maps", v_message, verbosityEBSaver);
+  Log("EBSaver: Finished built " + std::to_string(savedMRDNumber) + " MRD events", v_message, verbosityEBSaver);
+  Log("EBSaver: Finished built " + std::to_string(savedLAPPDNumber) + " LAPPD events", v_message, verbosityEBSaver);
+  Log("EBSaver: matched but not built event number:    ***********", v_message, verbosityEBSaver);
+  Log("\033[1;34mEBSaver: left PMT events in pairing info buffer " + std::to_string(PairedPMTTimeStamps.size()) + " \033[0m", v_message, verbosityEBSaver);
+  // also print the size of each track with track word
+
+  for (auto const &track : PairedPMTTimeStamps)
+  {
+    Log("EBSaver: track " + std::to_string(track.first) + ", total left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+    if (verbosityEBSaver > 9)
+    {
+      // count how many events not built for each trigger word
+      std::map<int, int> unbuiltEvents;
+      for (int i = 0; i < track.second.size(); i++)
+      {
+        if (PairedPMTTimeStamps[track.first][i] != 0)
+          unbuiltEvents[PairedPMTTimeStamps[track.first][i]]++;
+      }
+      for (auto const &event : unbuiltEvents)
+        Log("EBSaver: track " + std::to_string(track.first) + ", left trigger " + std::to_string(event.first) + " number " + std::to_string(event.second), v_message, verbosityEBSaver);
+    }
+  }
+  Log("\033[1;34mEBSaver: left MRD events in pairing info buffer " + std::to_string(PairedMRDTimeStamps.size()) + " \033[0m", v_message, verbosityEBSaver);
+  for (auto const &track : PairedMRDTimeStamps)
+  {
+    Log("EBSaver: track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+    if (verbosityEBSaver > 9)
+    {
+      // count how many events not built for each trigger word
+      std::map<int, int> unbuiltEvents;
+      for (int i = 0; i < track.second.size(); i++)
+      {
+        if (PairedMRDTimeStamps[track.first][i] != 0)
+          unbuiltEvents[PairedMRDTimeStamps[track.first][i]]++;
+      }
+      for (auto const &event : unbuiltEvents)
+        Log("EBSaver: track " + std::to_string(track.first) + ", left trigger " + std::to_string(event.first) + " number " + std::to_string(event.second), v_message, verbosityEBSaver);
+    }
+  }
+  Log("\033[1;34mEBSaver: left LAPPD events in pairing info buffer " + std::to_string(PairedLAPPDTimeStamps.size()) + " \033[0m", v_message, verbosityEBSaver);
+  for (auto const &track : PairedLAPPDTimeStamps)
+  {
+    Log("EBSaver: track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+    // count how many events not built for each trigger word
+    if (verbosityEBSaver > 9)
+    {
+      std::map<int, int> unbuiltEvents;
+      for (int i = 0; i < track.second.size(); i++)
+      {
+        if (PairedLAPPDTimeStamps[track.first][i] != 0)
+          unbuiltEvents[PairedLAPPDTimeStamps[track.first][i]]++;
+      }
+      for (auto const &event : unbuiltEvents)
+        Log("EBSaver: track " + std::to_string(track.first) + ", left trigger " + std::to_string(event.first) + " number " + std::to_string(event.second), v_message, verbosityEBSaver);
+    }
+  }
+  Log("EBSaver: left event number:   ***********", v_message, verbosityEBSaver);
+  Log("EBSaver: left PMT events in original data buffer " + std::to_string(InProgressHits->size()), v_message, verbosityEBSaver);
+  Log("EBSaver: left MRD events in original data buffer " + std::to_string(MRDEvents.size()), v_message, verbosityEBSaver);
+  Log("EBSaver: left LAPPD events in original data buffer " + std::to_string(Buffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBSaver);
+  // print the size of each track of
+
+  // add debug print for the left MRD, print TriggerTimeWithoutMRD and PairedMRDTimeStamps to two txt file
+  std::ofstream TriggerTimeWithoutMRDFile;
+  TriggerTimeWithoutMRDFile.open("EBdebug_TriggerTimeWithoutMRD.txt");
+  for (auto const &track : TriggerTimeWithoutMRD)
+  {
+    TriggerTimeWithoutMRDFile << track.first << " " << track.second << endl;
+  }
+  TriggerTimeWithoutMRDFile.close();
+  std::ofstream PairedMRDTimeStampsFile;
+  PairedMRDTimeStampsFile.open("EBdebug_PairedMRDTimeStamps.txt");
+  for (auto const &track : PairedMRDTimeStamps)
+  {
+    for (int i = 0; i < track.second.size(); i++)
+    {
+      PairedMRDTimeStampsFile << track.first << " " << track.second[i] << endl;
+    }
+  }
+
+  return true;
+}
+
+bool EBSaver::SaveToANNIEEvent(string saveFileName, int runCode, int triggerTrack, int trackIndex)
+{
+  SaveRunInfo(runCode);
+  std::map<std::string, bool> DataStreams;
+  DataStreams.emplace("Tank", 0);
+  DataStreams.emplace("MRD", 0);
+  DataStreams.emplace("CTC", 1);
+  DataStreams.emplace("LAPPD", 0);
+
+  SaveGroupedTriggers(triggerTrack, trackIndex);
+
+  bool PMTSaved = false; // incase of multiple 14 found in one group
+  bool MRDSaved = false;
+  bool LAPPDSaved = false;
+
+  std::map<uint64_t, uint32_t> GroupedTrigger = GroupedTriggersInTotal[triggerTrack][trackIndex];
+  // For each element in GroupedTrigger, find is it appear in PairedPMTTriggerTimestamp[triggerTrack],
+  // if yes, got the index, access the same index at PairedPMTTimeStamps[triggerTrack], that uint64_t is the PMTTime
+  for (auto &trigger : GroupedTrigger)
+  {
+    uint64_t triggerTime = trigger.first;
+    uint32_t triggerType = trigger.second;
+    if (triggerType == 14)
+      Log("EBSaver: Found undelayed beam trigger with time " + std::to_string(triggerTime) + " in GroupedTrigger", v_debug, verbosityEBSaver);
+
+    if (PairedPMTTriggerTimestamp.find(triggerTrack) != PairedPMTTriggerTimestamp.end())
+    {
+      for (int i = 0; i < PairedPMTTriggerTimestamp.at(triggerTrack).size(); i++)
+      {
+        if (PairedPMTTriggerTimestamp.at(triggerTrack).at(i) == triggerTime)
+        {
+          uint64_t PMTTime = PairedPMTTimeStamps.at(triggerTrack).at(i);
+          Log("EBSaver: Found trigger with time " + std::to_string(triggerTime) + " in PairedPMTTriggerTimestamp " + std::to_string(i) + " match with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+
+          bool saved = SavePMTData(PMTTime);
+          PMTSaved = saved;
+          DataStreams["Tank"] = 1;
+          if (saved)
+            PMTPairInfoToRemoveTime[triggerTrack].push_back(PMTTime);
+          Log("EBSaver: Saved " + std::to_string(savedPMTHitMapNumber) + " PMT data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+          // break;
+        }
+      }
+    }
+
+    // check if PairedMRDTriggerTimestamp has element with key = triggerTrack
+    if(!MRDSaved){
+            Log("Finding trigger track = " + std::to_string(triggerTrack) + " in PairedMRDTriggerTimestamp", v_debug, verbosityEBSaver);
+    //print PairedMRDTriggerTimestamp with track number and size
+    for (auto const &track : PairedMRDTriggerTimestamp)
+  {
+    Log("EBSaver: in PairedMRDTriggerTimestamp track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+  }
+   for (auto const &track : PairedMRDTimeStamps)
+  {
+    Log("EBSaver: in PairedMRDTimeStamps track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+  }
+    if (PairedMRDTriggerTimestamp.find(triggerTrack) != PairedMRDTriggerTimestamp.end())
+    {
+      uint64_t minDiff = 100*60*1e9;
+      Log("Found trigger track = " + std::to_string(triggerTrack) + " in PairedMRDTriggerTimestamp", v_debug, verbosityEBSaver);
+      //print the size of PairedMRDTriggerTimestamp.at(triggerTrack), print the first and the last timestamp
+      Log("EBSaver: PairedMRDTriggerTimestamp size " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).size()), v_debug, verbosityEBSaver);
+      if(PairedMRDTriggerTimestamp.at(triggerTrack).size()>0)
+        Log("EBSaver: PairedMRDTriggerTimestamp first " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(0)) + ", last " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(PairedMRDTriggerTimestamp.at(triggerTrack).size()-1)), v_debug, verbosityEBSaver);
+        
+      for (int i = 0; i < PairedMRDTriggerTimestamp.at(triggerTrack).size(); i++)
+      {
+        uint64_t diff = (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) > triggerTime) ? PairedMRDTriggerTimestamp.at(triggerTrack).at(i) - triggerTime : triggerTime - PairedMRDTriggerTimestamp.at(triggerTrack).at(i);
+        if(diff < minDiff)
+          minDiff = diff;
+
+        if (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) == triggerTime || (diff<1e6))
+        {
+          if(diff<1e6)
+            {Log("EBSaver: diff<1e6, is " + std::to_string(diff), v_debug, verbosityEBSaver);
+              TriggerTimeWithoutMRD.emplace(PairedMRDTriggerTimestamp.at(triggerTrack).at(i), static_cast<int>(diff));
+            }
+          uint64_t MRDTime = PairedMRDTimeStamps.at(triggerTrack).at(i);
+          bool saved = SaveMRDData(MRDTime);
+          MRDSaved = saved;
+          DataStreams["MRD"] = 1;
+          if (MRDSaved)
+            MRDPairInfoToRemoveTime[triggerTrack].push_back(MRDTime);
+          Log("EBSaver: Saved " + std::to_string(savedMRDNumber) + " MRD data with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+          Log("EBSaver: Found trigger with time " + std::to_string(triggerTime) + " in PairedMRDTriggerTimestamp " + std::to_string(i) + " match with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+          // break;
+        }
+      }
+      // Log("EBSaver: MRDData saved", 8, verbosityEBSaver);
+      Log("EBSaver: While saving MRD data, use trigger time " + std::to_string(triggerTime) + " with minDiff " + std::to_string(minDiff), v_debug, verbosityEBSaver);
+    }
+    }
+
+    if (PairedLAPPDTriggerTimestamp.find(triggerTrack) != PairedLAPPDTriggerTimestamp.end())
+    {
+      for (int i = 0; i < PairedLAPPDTriggerTimestamp.at(triggerTrack).size(); i++)
+      {
+        if (PairedLAPPDTriggerTimestamp.at(triggerTrack).at(i) == triggerTime)
+        {
+          uint64_t LAPPDTime = PairedLAPPDTimeStamps.at(triggerTrack).at(i);
+          bool saved = SaveLAPPDData(LAPPDTime);
+          LAPPDSaved = saved;
+          DataStreams["LAPPD"] = 1;
+          if (LAPPDSaved)
+            LAPPDPairInfoToRemoveTime[triggerTrack].push_back(LAPPDTime);
+          Log("EBSaver: Saved " + std::to_string(savedLAPPDNumber) + " LAPPD data with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
+          Log("EBSaver: Found trigger with time " + std::to_string(triggerTime) + " in PairedLAPPDTriggerTimestamp " + std::to_string(i) + " match with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
+          // break;
+        }
+      }
+      // Log("EBSaver: LAPPDData saved", 8, verbosityEBSaver);
+    }
+  }
+
+  ANNIEEvent->Set("DataStreams", DataStreams);
+
+  // if Datastream is not built, save a default empty data for that into the event
+  if (DataStreams["Tank"] == 0)
+    BuildEmptyPMTData();
+  if (DataStreams["MRD"] == 0)
+  {
+    BuildEmptyMRDData();
+    if (triggerTrack == 14)
+    {
+      // find the time of trigger 8 in current group
+      uint64_t triggerTime = 0;
+      for (auto &trigger : GroupedTrigger)
+      {
+        if (trigger.second == 8)
+        {
+          triggerTime = trigger.first;
+          break;
+        }
+      }
+      TriggerTimeWithoutMRD.emplace(triggerTime, triggerTrack);
+    }
+    else if (triggerTrack == 36)
+    {
+      // find the time of trigger 8 in current group
+      uint64_t triggerTime = 0;
+      for (auto &trigger : GroupedTrigger)
+      {
+        if (trigger.second == 36)
+        {
+          triggerTime = trigger.first;
+          break;
+        }
+      }
+      TriggerTimeWithoutMRD.emplace(triggerTime, triggerTrack);
+    }
+  }
+
+  if (DataStreams["LAPPD"] == 0)
+    BuildEmptyLAPPDData();
+
+  Log("EBSaver: Print ANNIEEvent, Saving to " + saveFileName, v_debug, verbosityEBSaver);
+  if (verbosityEBSaver > 8)
+    ANNIEEvent->Print(false);
+  ANNIEEvent->Save(saveFileName);
+  TotalBuiltEventsNumber++;
+  ANNIEEvent->Delete();
+
+  return true;
+}
+
+bool EBSaver::SaveRunInfo(int runCode)
+{
+  int RunNumber = runCode / 100000;
+  int SubRunNumber = (runCode % 100000) / 10000 - 1;
+  int PartFileNumber = runCode % 10000;
+
+  ANNIEEvent->Set("RunNumber", RunNumber);
+  ANNIEEvent->Set("SubRunNumber", SubRunNumber);
+  ANNIEEvent->Set("PartNumber", PartFileNumber);
+  Log("EBSaver: Saving run info with RunNumber " + std::to_string(RunNumber) + " SubRunNumber " + std::to_string(SubRunNumber) + " PartFileNumber " + std::to_string(PartFileNumber), v_debug, verbosityEBSaver);
+  return true;
+}
+
+bool EBSaver::SaveGroupedTriggers(int triggerTrack, int groupIndex)
+{
+  Log("EBSaver: Saving grouped triggers for trigger track " + std::to_string(triggerTrack) + " with group index " + std::to_string(groupIndex), v_debug, verbosityEBSaver);
+  std::map<uint64_t, uint32_t> GroupedTrigger = GroupedTriggersInTotal[triggerTrack][groupIndex];
+  GroupedTriggerIndexToRemove.emplace(triggerTrack, groupIndex);
+
+  ANNIEEvent->Set("GroupedTrigger", GroupedTrigger);
+  int matchTriggerType = triggerTrack;
+  ANNIEEvent->Set("PrimaryTriggerWord", matchTriggerType);
+  ANNIEEvent->Set("TriggerWord", matchTriggerType);
+
+  // find the triggertrack trigger time in GroupedTrigger
+  uint64_t primaryTrigTime = 0;
+  for (auto &trigger : GroupedTrigger)
+  {
+    if (trigger.second == triggerTrack)
+    {
+      primaryTrigTime = trigger.first;
+      break;
+    }
+  }
+
+  ANNIEEvent->Set("PrimaryTriggerTime", primaryTrigTime);
+  ANNIEEvent->Set("CTCTimestamp", primaryTrigTime);
+
+  bool NCExtended = false;
+  bool CCExtended = false;
+  std::string TriggerType = "";
+  int CTCWordExtended = 0;
+  uint64_t ExtendedTriggerTime = 0;
+
+  if (triggerTrack == BeamTriggerMain)
+  {
+    TriggerType = "Beam";
+    // if found 40 in values of GroupedTrigger, set NCExtended to true
+    // put the data at that index to ExtendedTriggerTime
+    for (auto &trigger : GroupedTrigger)
+    {
+      if (trigger.second == 41)
+      {
+        NCExtended = true;
+        ExtendedTriggerTime = trigger.first;
+        CTCWordExtended = 1;
+        break;
+      }
+    }
+    for (auto &trigger : GroupedTrigger)
+    {
+      if (trigger.second == 40)
+      {
+        CCExtended = true;
+        ExtendedTriggerTime = trigger.first;
+        CTCWordExtended = 2;
+        break;
+      }
+    }
+  }
+  else if (triggerTrack == LaserTriggerMain)
+    TriggerType = "Laser";
+  else if (triggerTrack == CosmicTriggerMain)
+    TriggerType = "Cosmic";
+  else if (triggerTrack == LEDTriggerMain)
+    TriggerType = "LED";
+  else if (triggerTrack == AmBeTriggerMain)
+    TriggerType = "AmBe";
+  else if (triggerTrack == PPSMain)
+    TriggerType = "PPS";
+
+  ANNIEEvent->Set("NCExtended", NCExtended);
+  ANNIEEvent->Set("CCExtended", CCExtended);
+  ANNIEEvent->Set("TriggerType", TriggerType);
+  ANNIEEvent->Set("TriggerExtended", CTCWordExtended); // 0: normal, 1: NC extended, 2: CC extended
+  // Notice, in the V1 eventbuilder, there is a requirement that the matched trigger time -  extended trigger time <5000, if not the extended will be 0
+  // we don't have it here because the PMT was not matched to a single trigger, but a group.
+  // you may need to select the events based on the time difference in the grouped trigger
+
+  TimeClass TriggerTime(primaryTrigTime);
+  TriggerClass TriggerData(TriggerType, matchTriggerType, CTCWordExtended, true, TriggerTime);
+  ANNIEEvent->Set("TriggerData", TriggerData);
+
+  savedTriggerGroupNumber++;
+  Log("EBSaver: Saved trigger group with trigger type " + TriggerType + " and trigger time " + std::to_string(primaryTrigTime), v_debug, verbosityEBSaver);
+  return true;
+}
+
+bool EBSaver::SavePMTData(uint64_t PMTTime)
+{
+  Log("EBSaver: Saving PMT data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+  // find PMTTime in InProgressHits, if not found, return false
+  if (InProgressHits->find(PMTTime) == InProgressHits->end())
+  {
+    Log("EBSaver: PMT data with PMTTime " + std::to_string(PMTTime) + " not found in InProgressHits", v_debug, verbosityEBSaver);
+    return false;
+  }
+  ANNIEEvent->Set("EventTimeTank", PMTTime);
+
+  std::map<unsigned long, std::vector<Hit>> *PMTHits = InProgressHits->at(PMTTime);
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> PMTRecoADCHits = InProgressRecoADCHits->at(PMTTime);
+  std::map<unsigned long, std::vector<Hit>> *PMTHitsAux = InProgressHitsAux->at(PMTTime);
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> PMTRecoADCHitsAux = InProgressRecoADCHitsAux->at(PMTTime);
+  std::map<unsigned long, std::vector<int>> PMTRawAcqSize = FinishedRawAcqSize->at(PMTTime);
+
+  Log("EBSaver: Got PMT data, saving", v_debug, verbosityEBSaver);
+
+  //check does the ANNIEEvent already have the key "Hits", if yes, print the size of the vector of each key
+  //also print the size of the vector of each key in new PMTHits
+  //Then Merger the two maps
+  std::map<unsigned long, std::vector<Hit>> *OldPMTHits = new std::map<unsigned long, std::vector<Hit>>;
+  bool gotHits = ANNIEEvent->Get("Hits", OldPMTHits);
+  if(gotHits){
+    Log("EBSaver: ANNIEEvent already has key Hits, size " + std::to_string(OldPMTHits->size()), v_debug, verbosityEBSaver);
+    for (auto const &time : *OldPMTHits)
+      Log("EBSaver: OldPMTHits old time " + std::to_string(time.first) + " size " + std::to_string(time.second.size()), v_debug, verbosityEBSaver);
+    for (auto const &time : *PMTHits)
+      Log("EBSaver: PMTHits new time " + std::to_string(time.first) + " size " + std::to_string(time.second.size()), v_debug, verbosityEBSaver);
+    for (auto const &time : *OldPMTHits)
+    {
+      if (PMTHits->count(time.first) == 0)
+      {
+        PMTHits->emplace(time.first, time.second);
+      }
+      else
+      {
+        for (auto const &hit : time.second)
+        {
+          PMTHits->at(time.first).push_back(hit);
+        }
+      }
+    }
+    Log("EBSaver: Merged PMT data, PMTHits size " + std::to_string(PMTHits->size()), v_debug, verbosityEBSaver);
+  }
+
+
+  ANNIEEvent->Set("Hits", PMTHits, true);
+  ANNIEEvent->Set("RecoADCData", PMTRecoADCHits);
+  ANNIEEvent->Set("AuxHits", PMTHitsAux, true);
+  ANNIEEvent->Set("RecoAuxADCData", PMTRecoADCHitsAux);
+  ANNIEEvent->Set("RawAcqSize", PMTRawAcqSize);
+
+  savedPMTHitMapNumber++;
+
+  // erase the built data from original data buffer
+  InProgressHits->erase(PMTTime);
+  InProgressRecoADCHits->erase(PMTTime);
+  InProgressHitsAux->erase(PMTTime);
+  InProgressRecoADCHitsAux->erase(PMTTime);
+  FinishedRawAcqSize->erase(PMTTime);
+
+  Log("EBSaver: Saved PMT data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+  return true;
+}
+
+bool EBSaver::SaveMRDData(uint64_t MRDTime)
+{
+  Log("EBSaver: Saving MRD data with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+  // find MRDTime in MRDEvents, if not found, return false
+  if (MRDEvents.find(MRDTime) == MRDEvents.end())
+  {
+    Log("EBSaver: not found MRD data with MRDTime " + std::to_string(MRDTime) + " in MRDEvents", v_debug, verbosityEBSaver);
+    return false;
+  }
+
+  // find the index of the MRDTime in PairedMRDTimeStamps
+  std::vector<std::pair<unsigned long, int>> MRDHits = MRDEvents.at(MRDTime);
+  std::string MRDTriggerType = MRDEventTriggerTypes.at(MRDTime);
+  int beam_tdc = MRDBeamLoopback.at(MRDTime);
+  int cosmic_tdc = MRDCosmicLoopback.at(MRDTime);
+
+  std::map<unsigned long, std::vector<Hit>> *TDCData = new std::map<unsigned long, std::vector<Hit>>;
+
+  for (unsigned int i_value = 0; i_value < MRDHits.size(); i_value++)
+  {
+    unsigned long channelkey = MRDHits.at(i_value).first;
+    int hitTimeADC = MRDHits.at(i_value).second;
+    double hitTime = 4000. - 4. * static_cast<double>(hitTimeADC);
+
+    if (TDCData->count(channelkey) == 0)
+    {
+      std::vector<Hit> newhitvector;
+      newhitvector.push_back(Hit(0, hitTime, 1.));
+      TDCData->emplace(channelkey, newhitvector);
+    }
+    else
+    {
+      TDCData->at(channelkey).push_back(Hit(0, hitTime, 1.));
+    }
+  }
+
+  std::map<std::string, int> mrd_loopback_tdc;
+  mrd_loopback_tdc.emplace("BeamLoopbackTDC", beam_tdc);
+  mrd_loopback_tdc.emplace("CosmicLoopbackTDC", cosmic_tdc);
+
+  Log("EBSaver: TDCdata size: " + std::to_string(TDCData->size()), v_warning, verbosityEBSaver);
+
+  ANNIEEvent->Set("TDCData", TDCData, true);
+  TimeClass t(MRDTime);
+  ANNIEEvent->Set("EventTimeMRD", t);
+  ANNIEEvent->Set("MRDTriggerType", MRDTriggerType);
+  ANNIEEvent->Set("MRDLoopbackTDC", mrd_loopback_tdc);
+
+  savedMRDNumber++;
+
+  // erase the built data from original data buffer
+  MRDEvents.erase(MRDTime);
+  MRDEventTriggerTypes.erase(MRDTime);
+  MRDBeamLoopback.erase(MRDTime);
+  MRDCosmicLoopback.erase(MRDTime);
+
+  Log("EBSaver: Saved MRD data with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+  return true;
+}
+
+bool EBSaver::SaveLAPPDData(uint64_t LAPPDTime)
+{
+  Log("EBSaver: Saving LAPPD data with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
+  // find LAPPDTime in Buffer_LAPPDTimestamp_ns, if not found, return false
+  if (std::find(Buffer_LAPPDTimestamp_ns.begin(), Buffer_LAPPDTimestamp_ns.end(), LAPPDTime) == Buffer_LAPPDTimestamp_ns.end())
+  {
+    Log("EBSaver: LAPPD data with LAPPDTime " + std::to_string(LAPPDTime) + " not found in Buffer_LAPPDTimestamp_ns", v_debug, verbosityEBSaver);
+    return false;
+  }
+
+  // find the index of the LAPPDTime in PairedLAPPDTimeStamps
+  int index = -1;
+  for (int i = 0; i < Buffer_LAPPDTimestamp_ns.size(); i++)
+  {
+    if (Buffer_LAPPDTimestamp_ns.at(i) == LAPPDTime)
+    {
+      index = i;
+      break;
+    }
+  }
+
+  // save the data at index i to ANNIE event, then remove that index from buffer
+  if (index != -1)
+  {
+    std::map<uint64_t, PsecData> LAPPDDataMap;
+    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+    std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+    std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+    std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+    std::map<uint64_t, uint64_t> LAPPDOffsets;
+    std::map<uint64_t, int> LAPPDTSCorrection;
+    std::map<uint64_t, int> LAPPDBGCorrection;
+    std::map<uint64_t, int> LAPPDOSInMinusPS;
+
+    bool gotMap = ANNIEEvent->Get("LAPPDDataMap", LAPPDDataMap);
+    bool gotBeamgates_ns = ANNIEEvent->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+    bool gotTimeStamps_ns = ANNIEEvent->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+    bool gotTimeStampsRaw = ANNIEEvent->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+    bool gotBeamgatesRaw = ANNIEEvent->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+    bool gotOffsets = ANNIEEvent->Get("LAPPDOffsets", LAPPDOffsets);
+    bool gotTSCorrection = ANNIEEvent->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+    bool gotDBGCorrection = ANNIEEvent->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+    bool gotOSInMinusPS = ANNIEEvent->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+
+    LAPPDDataMap.emplace(LAPPDTime, Buffer_LAPPDData.at(index));
+    LAPPDBeamgate_ns.emplace(LAPPDTime, Buffer_LAPPDBeamgate_ns.at(index));
+    LAPPDTimeStamps_ns.emplace(LAPPDTime, Buffer_LAPPDTimestamp_ns.at(index));
+    LAPPDTimeStampsRaw.emplace(LAPPDTime, Buffer_LAPPDTimestamp_Raw.at(index));
+    LAPPDBeamgatesRaw.emplace(LAPPDTime, Buffer_LAPPDBeamgate_Raw.at(index));
+    LAPPDOffsets.emplace(LAPPDTime, Buffer_LAPPDOffset.at(index));
+    LAPPDTSCorrection.emplace(LAPPDTime, Buffer_LAPPDTSCorrection.at(index));
+    LAPPDBGCorrection.emplace(LAPPDTime, Buffer_LAPPDBGCorrection.at(index));
+    LAPPDOSInMinusPS.emplace(LAPPDTime, Buffer_LAPPDOffset_minus_ps.at(index));
+
+    ANNIEEvent->Set("LAPPDDataMap", LAPPDDataMap);
+    ANNIEEvent->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+    ANNIEEvent->Set("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+    ANNIEEvent->Set("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+    ANNIEEvent->Set("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+    ANNIEEvent->Set("LAPPDOffsets", LAPPDOffsets);
+    ANNIEEvent->Set("LAPPDTSCorrection", LAPPDTSCorrection);
+    ANNIEEvent->Set("LAPPDBGCorrection", LAPPDBGCorrection);
+    ANNIEEvent->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+
+    savedLAPPDNumber++;
+
+    // erase the built data from original data buffer
+    Buffer_LAPPDData.erase(Buffer_LAPPDData.begin() + index);
+    Buffer_LAPPDBeamgate_ns.erase(Buffer_LAPPDBeamgate_ns.begin() + index);
+    Buffer_LAPPDTimestamp_ns.erase(Buffer_LAPPDTimestamp_ns.begin() + index);
+    Buffer_LAPPDTimestamp_Raw.erase(Buffer_LAPPDTimestamp_Raw.begin() + index);
+    Buffer_LAPPDBeamgate_Raw.erase(Buffer_LAPPDBeamgate_Raw.begin() + index);
+    Buffer_LAPPDOffset.erase(Buffer_LAPPDOffset.begin() + index);
+    Buffer_LAPPDTSCorrection.erase(Buffer_LAPPDTSCorrection.begin() + index);
+    Buffer_LAPPDBGCorrection.erase(Buffer_LAPPDBGCorrection.begin() + index);
+    Buffer_LAPPDOffset_minus_ps.erase(Buffer_LAPPDOffset_minus_ps.begin() + index);
+
+    Log("EBSaver: Saved LAPPD data with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
+    return true;
+  }
+  else
+  {
+    Log("EBSaver: Failed to find LAPPD data with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
+
+    return false;
+  }
+}
+
+bool EBSaver::SaveOrphan(int runCode)
+{
+  // loop everything in the data buffer, save
+  SaveOrphanPMT(runCode);
+  SaveOrphanMRD(runCode);
+  SaveOrphanLAPPD(runCode);
+  SaveOrphanCTC(runCode);
+  return true;
+}
+
+bool EBSaver::SaveOrphanPMT(int runCode)
+{
+
+  return true;
+}
+
+bool EBSaver::SaveOrphanMRD(int runCode)
+{
+
+  return true;
+}
+
+bool EBSaver::SaveOrphanCTC(int runCode)
+{
+
+  return true;
+}
+
+bool EBSaver::SaveOrphanLAPPD(int runCode)
+{
+
+  return true;
+}
+
+bool EBSaver::GotAllDataFromOriginalBuffer()
+{
+  // got PMT data
+  bool gotPMTHits = m_data->CStore.Get("InProgressHits", InProgressHits);
+  bool gotPMTChkey = m_data->CStore.Get("InProgressChkey", InProgressChkey);
+  bool gotIPRecoADCHits = m_data->CStore.Get("InProgressRecoADCHits", InProgressRecoADCHits);
+  bool gotIPHitsAux = m_data->CStore.Get("InProgressHitsAux", InProgressHitsAux);
+  bool gotIPRADCH = m_data->CStore.Get("InProgressRecoADCHitsAux", InProgressRecoADCHitsAux);
+  bool gotFRAS = m_data->CStore.Get("FinishedRawAcqSize", FinishedRawAcqSize); // Filled in PhaseIIADCCalibrator
+
+  if (!gotPMTHits || !gotPMTChkey || !gotIPRecoADCHits || !gotIPHitsAux || !gotIPRADCH || !gotFRAS)
+  {
+    Log("EBSaver: Failed to get some PMT data from buffer", v_message, verbosityEBSaver);
+    // print which one was failed
+    if (!gotPMTHits)
+      Log("EBSaver: Failed to get PMT hits from buffer", v_message, verbosityEBSaver);
+    if (!gotPMTChkey)
+      Log("EBSaver: Failed to get PMT chkey from buffer", v_message, verbosityEBSaver);
+    if (!gotIPRecoADCHits)
+      Log("EBSaver: Failed to get PMT recoADCHits from buffer", v_message, verbosityEBSaver);
+    if (!gotIPHitsAux)
+      Log("EBSaver: Failed to get PMT hits aux from buffer", v_message, verbosityEBSaver);
+    if (!gotIPRADCH)
+      Log("EBSaver: Failed to get PMT recoADCHits aux from buffer", v_message, verbosityEBSaver);
+    if (!gotFRAS)
+      Log("EBSaver: Failed to get PMT raw acq size from buffer", v_message, verbosityEBSaver);
+  }
+  // got PMT match info
+  bool gotPairedPMTTriggerTimestamp = m_data->CStore.Get("PairedPMTTriggerTimestamp", PairedPMTTriggerTimestamp);
+  bool gotPairedPMTTimeStamps = m_data->CStore.Get("PairedPMTTimeStamps", PairedPMTTimeStamps);
+  bool gotPairedPMT_TriggerIndex = m_data->CStore.Get("PairedPMT_TriggerIndex", PairedPMT_TriggerIndex);
+  bool gotPMTHitmapRunCode = m_data->CStore.Get("PMTHitmapRunCode", PMTHitmapRunCode);
+  if (!gotPairedPMTTriggerTimestamp || !gotPairedPMTTimeStamps || !gotPairedPMT_TriggerIndex || !gotPMTHitmapRunCode)
+  {
+    Log("EBSaver: Failed to get PMT match info from buffer", v_message, verbosityEBSaver);
+    // print which one was failed
+    if (!gotPairedPMTTriggerTimestamp)
+      Log("EBSaver: Failed to get PairedPMTTriggerTimestamp", v_message, verbosityEBSaver);
+    if (!gotPairedPMTTimeStamps)
+      Log("EBSaver: Failed to get PairedPMTTimeStamps", v_message, verbosityEBSaver);
+    if (!gotPairedPMT_TriggerIndex)
+      Log("EBSaver: Failed to get PairedPMT_TriggerIndex", v_message, verbosityEBSaver);
+    if (!gotPMTHitmapRunCode)
+      Log("EBSaver: Failed to get PMTHitmapRunCode", v_message, verbosityEBSaver);
+  }
+  //
+  // got MRD data
+  bool gotMRDEvents = m_data->CStore.Get("MRDEvents", MRDEvents);
+  bool gotMRDEventTriggerTypes = m_data->CStore.Get("MRDEventTriggerTypes", MRDEventTriggerTypes);
+  bool gotMRDBeamLoopback = m_data->CStore.Get("MRDBeamLoopback", MRDBeamLoopback);
+  bool gotMRDCosmicLoopback = m_data->CStore.Get("MRDCosmicLoopback", MRDCosmicLoopback);
+  if (!gotMRDEvents || !gotMRDEventTriggerTypes || !gotMRDBeamLoopback || !gotMRDCosmicLoopback)
+    Log("EBSaver: Failed to get some MRD data from buffer", v_message, verbosityEBSaver);
+  // got MRD match info
+  bool gotPairedMRDTriggerTimestamp = m_data->CStore.Get("PairedMRDTriggerTimestamp", PairedMRDTriggerTimestamp);
+  bool gotPairedMRDTimeStamps = m_data->CStore.Get("PairedMRDTimeStamps", PairedMRDTimeStamps);
+  bool gotPairedMRD_TriggerIndex = m_data->CStore.Get("PairedMRD_TriggerIndex", PairedMRD_TriggerIndex);
+  bool gotMRDHitMapRunCode = m_data->CStore.Get("MRDHitMapRunCode", MRDHitMapRunCode);
+  if (!gotPairedMRDTriggerTimestamp || !gotPairedMRDTimeStamps || !gotPairedMRD_TriggerIndex || !gotMRDHitMapRunCode)
+    Log("EBSaver: Failed to get MRD match info from buffer", v_message, verbosityEBSaver);
+  //
+  // got LAPPD data
+  bool gotBuffer_LAPPDTimestamp_ns = m_data->CStore.Get("Buffer_LAPPDTimestamp_ns", Buffer_LAPPDTimestamp_ns);
+  bool gotBuffer_LAPPDData = m_data->CStore.Get("Buffer_LAPPDData", Buffer_LAPPDData);
+  bool gotBuffer_LAPPDBeamgate_ns = m_data->CStore.Get("Buffer_LAPPDBeamgate_ns", Buffer_LAPPDBeamgate_ns);
+  bool gotBuffer_LAPPDOffset = m_data->CStore.Get("Buffer_LAPPDOffset", Buffer_LAPPDOffset);
+  bool gotBuffer_LAPPDBeamgate_Raw = m_data->CStore.Get("Buffer_LAPPDBeamgate_Raw", Buffer_LAPPDBeamgate_Raw);
+  bool gotBuffer_LAPPDTimestamp_Raw = m_data->CStore.Get("Buffer_LAPPDTimestamp_Raw", Buffer_LAPPDTimestamp_Raw);
+  bool gotBuffer_LAPPDBGCorrection = m_data->CStore.Get("Buffer_LAPPDBGCorrection", Buffer_LAPPDBGCorrection);
+  bool gotBuffer_LAPPDTSCorrection = m_data->CStore.Get("Buffer_LAPPDTSCorrection", Buffer_LAPPDTSCorrection);
+  bool gotBuffer_LAPPDOffset_minus_ps = m_data->CStore.Get("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
+  if (!gotBuffer_LAPPDTimestamp_ns || !gotBuffer_LAPPDData || !gotBuffer_LAPPDBeamgate_ns || !gotBuffer_LAPPDOffset || !gotBuffer_LAPPDBeamgate_Raw || !gotBuffer_LAPPDTimestamp_Raw || !gotBuffer_LAPPDBGCorrection || !gotBuffer_LAPPDTSCorrection || !gotBuffer_LAPPDOffset_minus_ps)
+    Log("EBSaver: Failed to get some LAPPD data from buffer", v_message, verbosityEBSaver);
+  // got LAPPD match info
+  bool gotPairedLAPPDTriggerTimestamp = m_data->CStore.Get("PairedLAPPDTriggerTimestamp", PairedLAPPDTriggerTimestamp);
+  bool gotPairedLAPPDTimeStamps = m_data->CStore.Get("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
+  bool gotPairedLAPPD_TriggerIndex = m_data->CStore.Get("PairedLAPPD_TriggerIndex", PairedLAPPD_TriggerIndex);
+  bool gotLAPPDRunCode = m_data->CStore.Get("Buffer_LAPPDRunCode", Buffer_LAPPDRunCode);
+  if (!gotPairedLAPPDTriggerTimestamp || !gotPairedLAPPDTimeStamps || !gotPairedLAPPD_TriggerIndex || !gotLAPPDRunCode)
+  {
+    Log("EBSaver: Failed to get LAPPD match info from buffer", v_message, verbosityEBSaver);
+    // print which one was failed
+    if (!gotPairedLAPPDTriggerTimestamp)
+      Log("EBSaver: Failed to get PairedLAPPDTriggerTimestamp", v_message, verbosityEBSaver);
+    if (!gotPairedLAPPDTimeStamps)
+      Log("EBSaver: Failed to get PairedLAPPDTimeStamps", v_message, verbosityEBSaver);
+    if (!gotPairedLAPPD_TriggerIndex)
+      Log("EBSaver: Failed to get PairedLAPPD_TriggerIndex", v_message, verbosityEBSaver);
+    if (!gotLAPPDRunCode)
+      Log("EBSaver: Failed to get LAPPDRunCode", v_message, verbosityEBSaver);
+  }
+
+  Log("EBSaver: got PMT pairing information buffer PairedPMTTimeStamps size " + std::to_string(PairedPMTTimeStamps.size()), v_message, verbosityEBSaver);
+  Log("EBSaver: got MRD pairing information buffer PairedMRDTimeStamps size " + std::to_string(PairedMRDTimeStamps.size()), v_message, verbosityEBSaver);
+  for (auto const &track : PairedMRDTimeStamps)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    Log("EBSaver: PairedMRDTimeStamps at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < times.size(); i++)
+      cout << i << ": " << times[i] << ", ";
+  }
+  cout << endl;
+
+  Log("EBSaver: got LAPPD pairing information buffer PairedLAPPDTimeStamps size " + std::to_string(PairedLAPPDTimeStamps.size()), v_message, verbosityEBSaver);
+  for (auto const &track : PairedLAPPDTimeStamps)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    Log("EBSaver: PairedLAPPDTimeStamps at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < times.size(); i++)
+      cout << i << ": " << times[i] << ", ";
+  }
+  cout << endl;
+
+  // print PairedLAPPD_TriggerIndex
+  Log("EBSaver: got LAPPD pairing information buffer PairedLAPPD_TriggerIndex size " + std::to_string(PairedLAPPD_TriggerIndex.size()), v_message, verbosityEBSaver);
+  for (auto const &track : PairedLAPPD_TriggerIndex)
+  {
+    int triggerTrack = track.first;
+    std::vector<int> indexes = track.second;
+    Log("EBSaver: PairedLAPPD_TriggerIndex at track " + std::to_string(triggerTrack) + " size " + std::to_string(indexes.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < indexes.size(); i++)
+      cout << i << ": " << indexes[i] << ", ";
+  }
+  cout << endl;
+
+  // print Buffer_LAPPDBeamgate_ns
+  Log("EBSaver: got LAPPD pairing information buffer Buffer_LAPPDBeamgate_ns size " + std::to_string(Buffer_LAPPDBeamgate_ns.size()), v_message, verbosityEBSaver);
+  for (int i = 0; i < Buffer_LAPPDBeamgate_ns.size(); i++)
+    cout << i << ": " << Buffer_LAPPDBeamgate_ns[i] << ", ";
+  cout << endl;
+
+  return true;
+}
+
+void EBSaver::SetDataObjects()
+{
+  // after erase those data, set them back to CStore
+  // set PMT data
+  m_data->CStore.Set("InProgressHits", InProgressHits);
+  m_data->CStore.Set("InProgressChkey", InProgressChkey);
+  m_data->CStore.Set("InProgressRecoADCHits", InProgressRecoADCHits);
+  m_data->CStore.Set("InProgressHitsAux", InProgressHitsAux);
+  m_data->CStore.Set("InProgressRecoADCHitsAux", InProgressRecoADCHitsAux);
+  m_data->CStore.Set("FinishedRawAcqSize", FinishedRawAcqSize);
+  // set PMT match info
+  m_data->CStore.Set("PairedPMTTriggerTimestamp", PairedPMTTriggerTimestamp);
+  m_data->CStore.Set("PairedPMTTimeStamps", PairedPMTTimeStamps);
+  m_data->CStore.Set("PairedPMT_TriggerIndex", PairedPMT_TriggerIndex);
+  m_data->CStore.Set("PMTHitmapRunCode", PMTHitmapRunCode);
+  // set MRD data
+  m_data->CStore.Set("MRDEvents", MRDEvents);
+  m_data->CStore.Set("MRDEventTriggerTypes", MRDEventTriggerTypes);
+  m_data->CStore.Set("MRDBeamLoopback", MRDBeamLoopback);
+  m_data->CStore.Set("MRDCosmicLoopback", MRDCosmicLoopback);
+  // set MRD match info
+  m_data->CStore.Set("PairedMRDTriggerTimestamp", PairedMRDTriggerTimestamp);
+  m_data->CStore.Set("PairedMRDTimeStamps", PairedMRDTimeStamps);
+  m_data->CStore.Set("PairedMRD_TriggerIndex", PairedMRD_TriggerIndex);
+  m_data->CStore.Set("MRDHitMapRunCode", MRDHitMapRunCode);
+  // set LAPPD data
+  m_data->CStore.Set("Buffer_LAPPDTimestamp_ns", Buffer_LAPPDTimestamp_ns);
+  m_data->CStore.Set("Buffer_LAPPDData", Buffer_LAPPDData);
+  m_data->CStore.Set("Buffer_LAPPDBeamgate_ns", Buffer_LAPPDBeamgate_ns);
+  m_data->CStore.Set("Buffer_LAPPDOffset", Buffer_LAPPDOffset);
+  m_data->CStore.Set("Buffer_LAPPDBeamgate_Raw", Buffer_LAPPDBeamgate_Raw);
+  m_data->CStore.Set("Buffer_LAPPDTimestamp_Raw", Buffer_LAPPDTimestamp_Raw);
+  m_data->CStore.Set("Buffer_LAPPDBGCorrection", Buffer_LAPPDBGCorrection);
+  m_data->CStore.Set("Buffer_LAPPDTSCorrection", Buffer_LAPPDTSCorrection);
+  m_data->CStore.Set("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
+  // set LAPPD match info
+  m_data->CStore.Set("PairedLAPPDTriggerTimestamp", PairedLAPPDTriggerTimestamp);
+  m_data->CStore.Set("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
+  m_data->CStore.Set("PairedLAPPD_TriggerIndex", PairedLAPPD_TriggerIndex);
+  m_data->CStore.Set("Buffer_LAPPDRunCode", Buffer_LAPPDRunCode);
+}
+
+void EBSaver::BuildEmptyPMTData()
+{
+  std::map<unsigned long, std::vector<Hit>> *PMTHits = new std::map<unsigned long, std::vector<Hit>>;
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> PMTRecoADCHits;
+  std::map<unsigned long, std::vector<Hit>> *PMTHitsAux = new std::map<unsigned long, std::vector<Hit>>;
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> PMTRecoADCHitsAux;
+  std::map<unsigned long, std::vector<int>> PMTRawAcqSize;
+
+  ANNIEEvent->Set("Hits", PMTHits, true);
+  ANNIEEvent->Set("RecoADCData", PMTRecoADCHits);
+  ANNIEEvent->Set("AuxHits", PMTHitsAux, true);
+  ANNIEEvent->Set("RecoAuxADCData", PMTRecoADCHitsAux);
+  ANNIEEvent->Set("RawAcqSize", PMTRawAcqSize);
+}
+
+void EBSaver::BuildEmptyMRDData()
+{
+  std::map<unsigned long, std::vector<Hit>> *TDCData = new std::map<unsigned long, std::vector<Hit>>;
+  std::string MRDTriggerType = "";
+  std::map<std::string, int> mrd_loopback_tdc;
+
+  ANNIEEvent->Set("TDCData", TDCData, true);
+  TimeClass t(0);
+  ANNIEEvent->Set("EventTimeMRD", t);
+  ANNIEEvent->Set("MRDTriggerType", MRDTriggerType);
+  ANNIEEvent->Set("MRDLoopbackTDC", mrd_loopback_tdc);
+}
+
+void EBSaver::BuildEmptyLAPPDData()
+{
+  std::map<uint64_t, PsecData> LAPPDDataMap;
+  std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+  std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+  std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+  std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+  std::map<uint64_t, uint64_t> LAPPDOffsets;
+  std::map<uint64_t, int> LAPPDTSCorrection;
+  std::map<uint64_t, int> LAPPDBGCorrection;
+  std::map<uint64_t, int> LAPPDOSInMinusPS;
+
+  ANNIEEvent->Set("LAPPDDataMap", LAPPDDataMap);
+  ANNIEEvent->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+  ANNIEEvent->Set("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+  ANNIEEvent->Set("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+  ANNIEEvent->Set("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+  ANNIEEvent->Set("LAPPDOffsets", LAPPDOffsets);
+  ANNIEEvent->Set("LAPPDTSCorrection", LAPPDTSCorrection);
+  ANNIEEvent->Set("LAPPDBGCorrection", LAPPDBGCorrection);
+  ANNIEEvent->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+}
\ No newline at end of file
diff --git a/UserTools/EBSaver/EBSaver.h b/UserTools/EBSaver/EBSaver.h
new file mode 100644
index 000000000..1388b07dd
--- /dev/null
+++ b/UserTools/EBSaver/EBSaver.h
@@ -0,0 +1,167 @@
+#ifndef EBSaver_H
+#define EBSaver_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "BoostStore.h"
+#include "PsecData.h"
+#include "TimeClass.h"
+#include "TriggerClass.h"
+#include "Waveform.h"
+#include "ANNIEalgorithms.h"
+#include "ADCPulse.h"
+#include "CalibratedADCWaveform.h"
+#include "BeamStatus.h"
+
+/**
+ * \class EBSaver
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class EBSaver : public Tool
+{
+
+public:
+    EBSaver();                                                ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+
+    bool GotAllDataFromOriginalBuffer();
+    void SetDataObjects();
+
+    bool SaveToANNIEEvent(string saveFileName, int runCode, int triggerTrack, int trackIndex); // save the data to the ANNIEEvent, include all other saving functions.
+    bool SaveRunInfo(int runCode);                                                             // get run numbers from the RunCode in trigger grouper
+    bool SaveGroupedTriggers(int triggerTrack, int groupIndex);
+    // use the targetTrigWord to get the trigger track, use the groupIndex to get the group of triggers in that track
+    // save triggers from std::map<int, std::vector<std::map<uint64_t,uint32_t>>> GroupedTriggersInTotal; //each map is a group of triggers, with the key is the target trigger word
+
+    bool SavePMTData(uint64_t PMTTime);
+    bool SaveMRDData(uint64_t MRDTime);
+    bool SaveLAPPDData(uint64_t LAPPDTime);
+
+    bool SaveOrphan(int runCode);
+    bool SaveOrphanPMT(int runCode);
+    bool SaveOrphanMRD(int runCode);
+    bool SaveOrphanCTC(int runCode);
+    bool SaveOrphanLAPPD(int runCode);
+
+    void BuildEmptyPMTData();
+    void BuildEmptyMRDData();
+    void BuildEmptyLAPPDData();
+
+private:
+    int saveRunNumber;
+    int saveSubrunNumber;
+    int savePartFileNumber;
+    int savingRunCode;
+
+    bool saveTriggerGroups = true;
+    bool saveAllTriggers;
+    bool savePMT = true;
+    bool saveMRD;
+    bool saveLAPPD;
+    bool saveOrphan;
+
+    string savePath;
+    string saveName;
+
+    int verbosityEBSaver;
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+
+    BoostStore *ANNIEEvent;
+
+    int exeNumber;
+    int savedTriggerGroupNumber;
+    int savedPMTHitMapNumber;
+    int savedMRDNumber;
+    int savedLAPPDNumber;
+    
+    std::map<uint64_t, int> TriggerTimeWithoutMRD; //trigger time, 8 or 36
+
+    int thisRunNum;
+    int thisSubrunNum;
+    int thisPartFileNum;
+
+    int savePerExe;
+
+    int TotalBuiltEventsNumber;
+    int TotalBuiltPMTNumber;
+    int TotalBuiltMRDNumber;
+    int TotalBuiltLAPPDNumber;
+    int TotalBuiltTriggerGroupNumber;
+
+    std::map<uint64_t, int> PMTRunCodeToRemove;
+    std::map<uint64_t, int> MRDRunCodeToRemove;
+    std::map<uint64_t, int> LAPPDRunCodeToRemove;
+    std::map<int, int> GroupedTriggerIndexToRemove;
+
+    std::map<int, vector<uint64_t>> PMTPairInfoToRemoveTime;
+    std::map<int, vector<uint64_t>> MRDPairInfoToRemoveTime;
+    std::map<int, vector<uint64_t>> LAPPDPairInfoToRemoveTime;
+
+
+    std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
+    std::map<int, std::vector<int>> RunCodeInTotal;
+
+    int BeamTriggerMain;
+    int LaserTriggerMain;
+    int CosmicTriggerMain;
+    int LEDTriggerMain;
+    int AmBeTriggerMain;
+    int PPSMain;
+
+    // PMT related data object
+    std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHits;                           // Key: {MTCTime}, value: map of  Hit distributions
+    std::map<uint64_t, std::vector<unsigned long>> *InProgressChkey;                                           // Key: {MTCTime}, value: vector of in progress chankeys
+    std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>> *InProgressRecoADCHits;    // Key: {MTCTime}, value: map of found pulses
+    std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>> *InProgressRecoADCHitsAux; // Key: {MTCTime}, value: map of found pulses
+    std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHitsAux;                        // Key: {MTCTime}, value: map of  Hit distributions
+    std::map<uint64_t, std::map<unsigned long, std::vector<int>>> *FinishedRawAcqSize;                         // Key: {MTCTime}, value: map of acquisition time window sizes
+
+    std::map<int, vector<uint64_t>> PairedPMTTriggerTimestamp;
+    std::map<int, vector<int>> PairedPMT_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedPMTTimeStamps;
+    std::map<uint64_t, int> PMTHitmapRunCode; // Key: {MTCTime}, value: RunCode
+
+    // MRD related data object
+    std::map<uint64_t, std::vector<std::pair<unsigned long, int>>> MRDEvents; // Key: {MTCTime}, value: "WaveMap" with key (CardID,ChannelID), value FinishedWaveform
+    std::map<uint64_t, std::string> MRDEventTriggerTypes;                     // Key: {MTCTime}, value: string noting what type of trigger occured for the event
+    std::map<uint64_t, int> MRDBeamLoopback;                                  // Key: {MTCTime}, value: string noting what type of trigger occured for the event
+    std::map<uint64_t, int> MRDCosmicLoopback;                                // KEY: {MTCTime}, value: Cosmic loopback TDC value
+
+    std::map<int, vector<uint64_t>> PairedMRDTriggerTimestamp;
+    std::map<int, vector<int>> PairedMRD_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedMRDTimeStamps;
+    std::map<uint64_t, int> MRDHitMapRunCode; // Key: {MTCTime}, value: RunCode
+
+    // LAPPD related data object
+    vector<int> Buffer_IndexOfData;            // index of unpaired data
+    vector<uint64_t> Buffer_LAPPDTimestamp_ns; // used to match
+
+    vector<PsecData> Buffer_LAPPDData;
+    vector<uint64_t> Buffer_LAPPDBeamgate_ns;
+    vector<uint64_t> Buffer_LAPPDOffset;
+    vector<unsigned long> Buffer_LAPPDBeamgate_Raw;
+    vector<unsigned long> Buffer_LAPPDTimestamp_Raw;
+    vector<int> Buffer_LAPPDBGCorrection;
+    vector<int> Buffer_LAPPDTSCorrection;
+    vector<int> Buffer_LAPPDOffset_minus_ps;
+
+    vector<int> Buffer_LAPPDRunCode;
+
+    std::map<int, vector<uint64_t>> PairedLAPPDTriggerTimestamp;
+    std::map<int, vector<int>> PairedLAPPD_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedLAPPDTimeStamps;
+};
+
+#endif
diff --git a/UserTools/EBSaver/README.md b/UserTools/EBSaver/README.md
new file mode 100644
index 000000000..a96d57ce3
--- /dev/null
+++ b/UserTools/EBSaver/README.md
@@ -0,0 +1,20 @@
+# EBSaver
+
+EBSaver
+
+## Data
+
+Describe any data formats EBSaver creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for EBSaver.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp b/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
new file mode 100644
index 000000000..b35dffbe9
--- /dev/null
+++ b/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
@@ -0,0 +1,723 @@
+#include "EBTriggerGrouper.h"
+
+EBTriggerGrouper::EBTriggerGrouper() : Tool() {}
+
+bool EBTriggerGrouper::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("verbosityEBTG", verbosityEBTG);
+  savePath = "";
+  m_variables.Get("savePath", savePath);
+  m_variables.Get("GroupMode", GroupMode);
+  m_variables.Get("GroupTolerance", GroupTolerance);
+  m_variables.Get("GroupTrigWord", GroupTrigWord);
+
+  TimeToTriggerWordMap = new std::map<uint64_t, std::vector<uint32_t>>;
+  TimeToTriggerWordMapComplete = new std::map<uint64_t, std::vector<uint32_t>>;
+
+  groupBeam = true;
+  m_variables.Get("groupBeam", groupBeam);
+  groupCosmic = false;
+  m_variables.Get("groupCosmic", groupCosmic);
+  groupLaser = true;
+  m_variables.Get("groupLaser", groupLaser);
+  groupLED = false;
+  m_variables.Get("groupLED", groupLED);
+  groupAmBe = false;
+  m_variables.Get("groupAmBe", groupAmBe);
+  groupPPS = false;
+  m_variables.Get("groupPPS", groupPPS);
+
+  BeamTriggerMain = 14;
+  BeamTolerance = 3000000; // use 3 ms here, the spill time difference is 66ms
+  m_variables.Get("BeamTolerance", BeamTolerance);
+  BeamTriggers = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 14, 37, 38, 40, 41, 46};
+  m_data->CStore.Set("BeamTriggersUsedForGroupping", BeamTriggers);
+  m_data->CStore.Set("BeamTriggerMain", BeamTriggerMain);
+
+  LaserTriggerMain = 47;
+  m_variables.Get("LaserTriggerMain", LaserTriggerMain);
+  LaserTolerance = 1000; // 1us
+  m_variables.Get("LaserTolerance", LaserTolerance);
+  LaserTriggers = {47, 46}; // 47 first, then 46, (~232ns in run 4692 data)
+  m_data->CStore.Set("LaserTriggersUsedForGroupping", LaserTriggers);
+
+  PPSTriggerMain = 32;
+  PPSTolerance = 30000; // 30 us
+  m_variables.Get("PPSTolerance", PPSTolerance);
+  PPSTriggers = {32, 34}; // 32 first, then 34, (~20us in run 4802 data)
+  m_data->CStore.Set("PPSTriggersUsedForGroupping", PPSTriggers);
+
+  CosmicTriggerMain = 44; // TODO need to check
+  m_variables.Get("CosmicTriggerMain", CosmicTriggerMain);
+  CosmicTolerance = 330000; // 330000ns, TODO
+  m_variables.Get("CosmicTolerance", CosmicTolerance);
+  CosmicTriggers = {44, 45, 36, 27, 28, 29, 30, 46}; // TODO: check the trigger words in cosmic run
+  m_data->CStore.Set("CosmicTriggersUsedForGroupping", CosmicTriggers);
+
+  LEDTriggerMain = 31; // need to check
+  m_variables.Get("LEDTriggerMain", LEDTriggerMain);
+  LEDTolerance = 1000; // 1ms 440ns in LED run 4792
+  m_variables.Get("LEDTolerance", LEDTolerance);
+  LEDTriggers = {33, 22, 31, 43, 46}; // in run 4792 [[22, 33], [4160001224, 4160001664]]
+  m_data->CStore.Set("LEDTriggersUsedForGroupping", LEDTriggers);
+
+  AmBeTriggerMain = 19; // TODO: need to check
+  m_variables.Get("AmBeTriggerMain", AmBeTriggerMain);
+  AmBeTolerance = 5000; // 2336 in Ambe run 4707
+  m_variables.Get("AmBeTolerance", AmBeTolerance);
+  AmBeTriggers = {11, 12, 15, 19}; // in run 4707 [[19, 12, 15, 11], [21275647928, 21275647936, 21275647952, 21275650264]]
+  m_data->CStore.Set("AmBeTriggersUsedForGroupping", AmBeTriggers);
+
+  StoreTotalEntry = 0;
+
+  maxNumAllowedInBuffer = 10000;
+  m_variables.Get("maxNumAllowedInBuffer", maxNumAllowedInBuffer);
+  Log("EBTG: maxNumAllowedInBuffer = " + std::to_string(maxNumAllowedInBuffer), v_message, verbosityEBTG);
+
+  return true;
+}
+
+bool EBTriggerGrouper::Execute()
+{
+  bool NewCTCDataAvailable = false;
+  m_data->CStore.Get("NewCTCDataAvailable", NewCTCDataAvailable);
+  Log("EBTG: NewCTCDataAvailable = " + std::to_string(NewCTCDataAvailable), v_message, verbosityEBTG);
+  bool FileProcessingComplete = false;
+  m_data->CStore.Get("FileProcessingComplete", FileProcessingComplete);
+  if (FileProcessingComplete)
+  {
+    Log("EBTG: FileProcessingComplete = " + std::to_string(FileProcessingComplete), v_message, verbosityEBTG);
+    return true;
+  }
+  if (!NewCTCDataAvailable)
+  {
+    Log("EBTG: No new CTC data avaliable", v_message, verbosityEBTG);
+    return true;
+  }
+  Log("EBTG: Get Run information", v_message, verbosityEBTG);
+  m_data->CStore.Get("RunNumber", CurrentRunNum);
+  m_data->CStore.Get("SubRunNumber", CurrentSubrunNum);
+  int CurrentUsingPartNum = CurrentPartNum;
+  m_data->CStore.Get("PartFileNumber", CurrentPartNum);
+  m_data->CStore.Get("RunCode", currentRunCode);
+
+  m_data->CStore.Get("usingTriggerOverlap", usingTriggerOverlap);
+  if (usingTriggerOverlap)
+  {
+    CurrentPartNum -= 1;
+    Log("EBTG: usingTriggerOverlap, CurrentPartNum was minused 1 to be " + std::to_string(CurrentPartNum), v_message, verbosityEBTG);
+  }
+
+  /*
+    if (CurrentPartNum != CurrentUsingPartNum)
+    {
+      Log("EBTG: PartFileNumber changed from " + std::to_string(CurrentUsingPartNum) + " to " + std::to_string(CurrentPartNum) + " Clear buffer with size " + std::to_string(TrigTimeForGroup.size()), v_message, verbosityEBTG);
+      TrigTimeForGroup.clear();
+      TrigWordForGroup.clear();
+    }*/
+
+  Log("EBTG: Accessing new Trigger data in CStore", v_message, verbosityEBTG);
+  m_data->CStore.Get("TimeToTriggerWordMap", TimeToTriggerWordMap);
+  m_data->CStore.Get("TimeToTriggerWordMapComplete", TimeToTriggerWordMapComplete);
+
+  // do grouping in the TimeToTriggerWordMap, remove the groupped triggers from both of them
+  // 1. load the trigger from TimeToTriggerWordMap to local buffer TrigTimeForGroup and TrigWordForGroup, clean it
+  // 2. group the triggers in buffer, save to GroupedTriggers, and remove grouped trigger from buffer
+  // 2.1 group trigger based on trigger word selection or time Tolerance relative to the target trigger
+  // 2.2 for left triggers, pair them with the grouped trigger using the same Tolerance fo cover triggers before the target trigger
+  // 2.3 run for different trigger tracks. like pps
+
+  // Finally we should have:
+  //  1. GroupedTriggers: mutiple grouped trigger tracks
+  //  2. buffer: left triggers in buffer, not grouped
+
+  vector<uint64_t> TriggerToRemove;
+  for (auto it = TimeToTriggerWordMap->begin(); it != TimeToTriggerWordMap->end(); ++it)
+  {
+    uint64_t timestamp = it->first;
+    std::vector<uint32_t> triggers = it->second;
+    bool stopLoading = false;
+
+    // if found the target trigger in the trigger vector, stop loading to buffer.
+    if (usingTriggerOverlap)
+    {
+      for (auto trig = triggers.begin(); trig != triggers.end(); ++trig)
+      {
+        if (*trig == GroupTrigWord)
+          stopLoading = true;
+        Log("EBTG: when using TriggerOverlap, met the new target trigger " + std::to_string(GroupTrigWord) + ", stop loading to buffer", v_message, verbosityEBTG);
+      }
+    }
+    if (stopLoading)
+      break;
+
+    for (auto trig = triggers.begin(); trig != triggers.end(); ++trig)
+    {
+      TrigTimeForGroup.push_back(timestamp);
+      TrigWordForGroup.push_back(*trig);
+      TriggerToRemove.push_back(timestamp);
+      StoreTotalEntry++;
+      if (verbosityEBTG > 11)
+        cout << "EBTG: TrigTimeForGroup: " << timestamp << " TrigWordForGroup: " << *trig << endl;
+    }
+  }
+  Log("EBTG: finish loading trigger from TimeToTriggerWordMap, buffer TrigTimeForGroup size = " + std::to_string(TrigTimeForGroup.size()) + ", loaded TimeToTriggerWordMap size = " + std::to_string(TimeToTriggerWordMap->size()), v_message, verbosityEBTG);
+  Log("EBTG: Start erase triggers from TimeToTriggerWordMap and TimeToTriggerWordMapComplete, TimeToTriggerWordMap and TimeToTriggerWordMapComplete size = " + std::to_string(TimeToTriggerWordMap->size()) + ", " + std::to_string(TimeToTriggerWordMapComplete->size()), v_message, verbosityEBTG);
+  for (int i = 0; i < TriggerToRemove.size(); i++)
+  {
+    TimeToTriggerWordMap->erase(TriggerToRemove[i]);
+    TimeToTriggerWordMapComplete->erase(TriggerToRemove[i]);
+  }
+  Log("EBTG: Finish erase triggers from TimeToTriggerWordMap and TimeToTriggerWordMapComplete, TimeToTriggerWordMap and TimeToTriggerWordMapComplete size = " + std::to_string(TimeToTriggerWordMap->size()) + ", " + std::to_string(TimeToTriggerWordMapComplete->size()), v_message, verbosityEBTG);
+
+  /*{
+    //TODO: this should be removed after later changes was made
+    Log("EBTG: Start grouping based on trigger word " + std::to_string(GroupTrigWord), v_message, verbosityEBTG);
+
+    GroupByTolerance(); // remove grouped trigger in the function
+    FillByTolerance();
+    //CleanBuffer();
+
+    Log("EBTG: grouping and filling finishes, buffer size is " + std::to_string(TrigTimeForGroup.size()) + ", now save to CStore", v_message, verbosityEBTG);
+
+    m_data->CStore.Set("GroupedTriggers", GroupedTriggers);
+  }*/
+
+  m_data->CStore.Set("TrigTimeForGroup", TrigTimeForGroup);
+  m_data->CStore.Set("TrigWordForGroup", TrigWordForGroup);
+
+  Log("EBTG: Start grouping for different trigger tracks", v_message, verbosityEBTG);
+  if (groupBeam)
+  {
+    Log("EBTG: Grouping Beam Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(BeamTriggerMain, BeamTriggers, BeamTolerance);
+    int fillNum = FillByTrigWord(BeamTriggerMain, BeamTriggers, BeamTolerance);
+    Log("EBTG: Found Beam Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("BeamTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("BeamTriggerGroupped", false);
+  }
+
+  if (groupCosmic)
+  {
+    Log("EBTG: Grouping Cosmic Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(CosmicTriggerMain, CosmicTriggers, CosmicTolerance);
+    int fillNum = FillByTrigWord(CosmicTriggerMain, CosmicTriggers, CosmicTolerance);
+    Log("EBTG: Found Cosmic Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("CosmicTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("CosmicTriggerGroupped", false);
+  }
+
+  if (groupLaser)
+  {
+    Log("EBTG: Grouping Laser Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(LaserTriggerMain, LaserTriggers, LaserTolerance);
+    int fillNum = FillByTrigWord(LaserTriggerMain, LaserTriggers, LaserTolerance);
+    Log("EBTG: Found Laser Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("LaserTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("LaserTriggerGroupped", false);
+  }
+
+  if (groupLED)
+  {
+    Log("EBTG: Grouping LED Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(LEDTriggerMain, LEDTriggers, LEDTolerance);
+    int fillNum = FillByTrigWord(LEDTriggerMain, LEDTriggers, LEDTolerance);
+    Log("EBTG: Found LED Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("LEDTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("LEDTriggerGroupped", false);
+  }
+
+  if (groupAmBe)
+  {
+    Log("EBTG: Grouping AmBe Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(AmBeTriggerMain, AmBeTriggers, AmBeTolerance);
+    int fillNum = FillByTrigWord(AmBeTriggerMain, AmBeTriggers, AmBeTolerance);
+    Log("EBTG: Found AmBe Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("AmBeTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("AmBeTriggerGroupped", false);
+  }
+
+  if (groupPPS)
+  {
+    Log("EBTG: Grouping PPS Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(PPSTriggerMain, PPSTriggers, PPSTolerance);
+    int fillNum = FillByTrigWord(PPSTriggerMain, PPSTriggers, PPSTolerance);
+    Log("EBTG: Found PPS Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("PPSTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("PPSTriggerGroupped", false);
+  }
+
+  Log("EBTG: Grouping for different trigger tracks finishes, save to CStore", v_message, verbosityEBTG);
+  m_data->CStore.Set("GroupedTriggersInTotal", GroupedTriggersInTotal);
+  m_data->CStore.Set("RunCodeInTotal", RunCodeInTotal);
+
+  int removedTriggerNumber = CleanTriggerBuffer();
+  Log("EBTG: CleanTriggerBuffer finishes, removed " + std::to_string(removedTriggerNumber) + " triggers from buffer, buffer size = " + std::to_string(TrigTimeForGroup.size()), v_message, verbosityEBTG);
+
+  return true;
+}
+
+bool EBTriggerGrouper::Finalise()
+{
+  Log("\033[1;34mEBTG: Finalising\033[0m", v_message, verbosityEBTG);
+  Log("EBTG: GroupedTriggersInTotal track number = " + std::to_string(GroupedTriggersInTotal.size()), v_message, verbosityEBTG);
+  for (auto it = GroupedTriggersInTotal.begin(); it != GroupedTriggersInTotal.end(); ++it)
+  {
+    Log("EBTG: GroupedTriggersInTotal track " + std::to_string(it->first) + " size = " + std::to_string(it->second.size()), v_message, verbosityEBTG);
+  }
+  Log("EBTG: In configfile, set left trigger number = " + std::to_string(maxNumAllowedInBuffer), v_message, verbosityEBTG);
+  Log("EBTG: Left Total loaded trigger number to buffer = " + std::to_string(StoreTotalEntry), v_message, verbosityEBTG);
+  Log("EBTG: Ungrouped triggers in buffer size = " + std::to_string(TrigTimeForGroup.size()), v_message, verbosityEBTG);
+  // calculate which trigger word left in TrigWordForGroup, and print them
+  std::map<uint32_t, int> triggerWordCount;
+  for (int i = 0; i < TrigWordForGroup.size(); i++)
+  {
+    triggerWordCount[TrigWordForGroup[i]]++;
+  }
+  for (auto it = triggerWordCount.begin(); it != triggerWordCount.end(); ++it)
+  {
+    Log("EBTG: Trigger word " + std::to_string(it->first) + " left in buffer " + std::to_string(it->second) + " times", v_message, verbosityEBTG);
+  }
+  Log("EBTG: Ungrouped triggers in TimeToTriggerWordMap size = " + std::to_string(TimeToTriggerWordMap->size()), v_message, verbosityEBTG);
+  Log("EBTG: Ungrouped triggers in TimeToTriggerWordMapComplete size = " + std::to_string(TimeToTriggerWordMapComplete->size()), v_message, verbosityEBTG);
+
+  // print first 10000 triggers to a txt for debug
+  Log("EBTG: Save first 2000 triggers in each track of GroupedTriggersInTotal to TrigDebugGrouped.txt", v_message, verbosityEBTG);
+  ofstream trigDebugGrouped;
+  trigDebugGrouped.open("TrigDebugGrouped.txt");
+  trigDebugGrouped << "trackTargetTrigger groupIndex triggerTime triggerWord" << endl;
+  for (auto it = GroupedTriggersInTotal.begin(); it != GroupedTriggersInTotal.end(); ++it)
+  {
+    int i = 0;
+    for (int j = 0; j < it->second.size(); j++)
+    {
+      for (auto trig = it->second[j].begin(); trig != it->second[j].end(); ++trig)
+      {
+        if (i > 2000)
+          break;
+        trigDebugGrouped << it->first << " " << j << " " << trig->first << " " << trig->second << endl;
+        i++;
+      }
+      if (i > 2000)
+        break;
+    }
+  }
+  trigDebugGrouped.close();
+  Log("EBTG: Save first 10000 triggers in TrigTimeForGroup to TrigDebugBufferLeft.txt", v_message, verbosityEBTG);
+  ofstream trigDebugBufferLeft;
+  trigDebugBufferLeft.open("TrigDebugBufferLeft.txt");
+  for (int i = 0; i < TrigTimeForGroup.size(); i++)
+  {
+    if (i > 10000)
+      break;
+    trigDebugBufferLeft << i << " " << TrigTimeForGroup[i] << " " << TrigWordForGroup[i] << endl;
+  }
+  Log("EBTG: Save first 2000 triggers in TimeToTriggerWordMap to TrigDebug.txt", v_message, verbosityEBTG);
+  ofstream trigDebug;
+  trigDebug.open("TrigDebug.txt");
+  int i = 0;
+  for (auto it = TimeToTriggerWordMap->begin(); it != TimeToTriggerWordMap->end(); ++it)
+  {
+    if (i > 2000)
+      break;
+    trigDebug << it->first << " ";
+    for (auto trig = it->second.begin(); trig != it->second.end(); ++trig)
+    {
+      trigDebug << *trig << " ";
+    }
+    trigDebug << endl;
+    i++;
+  }
+  trigDebug.close();
+
+  Log("EBTG: Printing SkippedDuplicateTriggers", v_message, verbosityEBTG);
+  int totalSkipped = 0;
+  for (auto it = SkippedDuplicateTriggers.begin(); it != SkippedDuplicateTriggers.end(); ++it)
+  {
+    Log("EBTG: Skipped " + std::to_string(it->second) + " groups of triggers for trigger track " + std::to_string(it->first), v_message, verbosityEBTG);
+    totalSkipped += it->second;
+  }
+  Log("EBTG: Total skipped groups of triggers = " + std::to_string(totalSkipped), v_message, verbosityEBTG);
+
+  return true;
+}
+
+bool EBTriggerGrouper::GroupByTolerance()
+{
+  Log("EBTG: GroupByTolerance()", v_warning, verbosityEBTG);
+  Log("EBTG: Grouping by Tolerance: " + std::to_string(GroupTolerance), v_warning, verbosityEBTG);
+  Log("EBTG: size of time buffer before grouping is " + std::to_string(TrigTimeForGroup.size()) + ", size of word buffer is " + std::to_string(TrigWordForGroup.size()), v_warning, verbosityEBTG);
+  bool found = false;
+  uint64_t prev_target_time = 0;
+  std::map<uint64_t, uint32_t> ThisGroup;
+  vector<int> toRemove;
+  int totalGroupedTriggerNumber = 0;
+  for (int i = 0; i < TrigTimeForGroup.size(); i++)
+  {
+    uint64_t dt = 0;
+    if (TrigTimeForGroup[i] > prev_target_time)
+      dt = TrigTimeForGroup[i] - prev_target_time;
+    else if (TrigTimeForGroup[i] < prev_target_time)
+      dt = prev_target_time - TrigTimeForGroup[i];
+    else if (TrigTimeForGroup[i] == prev_target_time)
+      dt = 0;
+
+    if (!found && TrigWordForGroup[i] == GroupTrigWord)
+    {
+      found = true;
+      ThisGroup.clear();
+      prev_target_time = TrigTimeForGroup[i];
+      ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i], TrigWordForGroup[i]));
+      toRemove.push_back(i);
+    }
+    else if (found && dt < GroupTolerance)
+    {
+
+      ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i], TrigWordForGroup[i]));
+      toRemove.push_back(i);
+      if (TrigWordForGroup[i] == 10 || TrigWordForGroup[i] == 40 || TrigWordForGroup[i] == 41)
+      {
+        ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i] + 1, TrigWordForGroup[i]));
+      }
+      ///!!! attention, the trigger word 10 always come with 8 with the same time, so it won't be inserted to the map
+      // Therefore we add another 1ns to it, but it's not real
+    }
+    else if (found && dt > GroupTolerance)
+    {
+      if (verbosityEBTG > 9)
+      {
+        // print all triggers in this group
+        cout << "EBTG: GroupByTolerance: ThisGroup size = " << ThisGroup.size() << endl;
+        for (auto it = ThisGroup.begin(); it != ThisGroup.end(); ++it)
+        {
+          cout << it->first << " - " << it->second << ", ";
+        }
+        cout << endl;
+      }
+      GroupedTriggers.push_back(ThisGroup);
+      totalGroupedTriggerNumber += ThisGroup.size();
+      ThisGroup.clear();
+      found = false;
+    }
+  }
+  int totalToRemoveTriggerNumber = toRemove.size();
+  // from end to beginning, remove the triggers in buffer based on toRemove index
+  for (int i = toRemove.size() - 1; i >= 0; i--)
+  {
+    TrigTimeForGroup.erase(TrigTimeForGroup.begin() + toRemove[i]);
+    TrigWordForGroup.erase(TrigWordForGroup.begin() + toRemove[i]);
+  }
+  Log("EBTG: GroupByTolerance Finished, accumulated saved " + std::to_string(GroupedTriggers.size()) + " group of triggers", v_warning, verbosityEBTG);
+  Log("EBTG: buffer TriggersForGroup after grouping size = " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+  Log("EBTG: totalGroupedTriggerNumber in this grouping step is: " + std::to_string(totalGroupedTriggerNumber) + ", totalToRemoveTriggerNumber = " + std::to_string(totalToRemoveTriggerNumber), v_warning, verbosityEBTG);
+
+  return true;
+}
+
+bool EBTriggerGrouper::FillByTolerance()
+{
+  Log("EBTG: FillByTolerance()", v_warning, verbosityEBTG);
+  Log("EBTG: Fill by Tolerance: " + std::to_string(GroupTolerance), v_warning, verbosityEBTG);
+  Log("EBTG: size of time buffer before refilling is " + std::to_string(TrigTimeForGroup.size()) + ", size of word buffer is " + std::to_string(TrigWordForGroup.size()), v_warning, verbosityEBTG);
+
+  int addedTriggerNumber = 0;
+
+  for (int i = TrigTimeForGroup.size() - 1; i >= 0; i--)
+  {
+    for (int j = 0; j < GroupedTriggers.size(); j++)
+    {
+
+      for (auto it = GroupedTriggers[j].begin(); it != GroupedTriggers[j].end(); ++it)
+      {
+        if (it->second == GroupTrigWord)
+        {
+          uint64_t dt = (TrigTimeForGroup[i] > it->first) ? (TrigTimeForGroup[i] - it->first) : (it->first - TrigTimeForGroup[i]);
+          if (dt < GroupTolerance)
+          {
+            GroupedTriggers[j].insert(std::make_pair(TrigTimeForGroup[i], TrigWordForGroup[i]));
+            TrigTimeForGroup.erase(TrigTimeForGroup.begin() + i);
+            TrigWordForGroup.erase(TrigWordForGroup.begin() + i);
+            addedTriggerNumber++;
+            break;
+          }
+        }
+      }
+    }
+  }
+
+  Log("EBTG: FillByTolerance Finished, addedTriggerNumber = " + std::to_string(addedTriggerNumber), v_warning, verbosityEBTG);
+  Log("EBTG: buffer TriggersForGroup after refilling size = " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+
+  return true;
+}
+
+bool EBTriggerGrouper::CleanBuffer()
+{
+  Log("EBTG: CleanBuffer()", v_warning, verbosityEBTG);
+  Log("EBTG: size of time buffer before cleaning is " + std::to_string(TrigTimeForGroup.size()) + ", size of word buffer is " + std::to_string(TrigWordForGroup.size()), v_warning, verbosityEBTG);
+  // check is there any target trigger word in the buffer
+  // if yes, print a warning message
+  // only leave the last 100 triggers in the buffer
+  int numberOfTargetTriggers = 0;
+  for (int i = 0; i < TrigWordForGroup.size(); i++)
+  {
+    if (TrigWordForGroup[i] == GroupTrigWord)
+    {
+      numberOfTargetTriggers++;
+    }
+  }
+  if (numberOfTargetTriggers > 0)
+  {
+    Log("EBTG: CleanBuffer: Warning: there are " + std::to_string(numberOfTargetTriggers) + " target trigger words in the buffer", v_warning, verbosityEBTG);
+  }
+  else
+  {
+    Log("EBTG: CleanBuffer: no target trigger words left in the buffer.", v_warning, verbosityEBTG);
+  }
+  if (TrigTimeForGroup.size() > 100)
+  {
+    TrigTimeForGroup.erase(TrigTimeForGroup.begin(), TrigTimeForGroup.end() - 100);
+    TrigWordForGroup.erase(TrigWordForGroup.begin(), TrigWordForGroup.end() - 100);
+  }
+  Log("EBTG: CleanBuffer Finished, buffer size = " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+  return true;
+}
+
+int EBTriggerGrouper::GroupByTrigWord(uint32_t mainTrigWord, vector<uint32_t> TrigWords, int tolerance)
+{
+  Log("EBTG: GroupByTrigWord()", v_warning, verbosityEBTG);
+  Log("EBTG: Grouping by TrigWord: " + std::to_string(mainTrigWord), v_warning, verbosityEBTG);
+  Log("EBTG: size of time buffer before grouping is " + std::to_string(TrigTimeForGroup.size()) + ", size of word buffer is " + std::to_string(TrigWordForGroup.size()), v_warning, verbosityEBTG);
+  bool found = false;
+  uint64_t prev_target_time = 0;
+  std::map<uint64_t, uint32_t> ThisGroup;
+  vector<int> toRemove;
+  int totalGroupedTriggerNumber = 0;
+  uint64_t trackTriggerTime = 0;
+  uint32_t trackTriggerWord = 0;
+
+  for (int i = 0; i < TrigTimeForGroup.size(); i++)
+  {
+    uint64_t dt = 0;
+    if (TrigTimeForGroup[i] > prev_target_time)
+      dt = TrigTimeForGroup[i] - prev_target_time;
+    else if (TrigTimeForGroup[i] < prev_target_time)
+      dt = prev_target_time - TrigTimeForGroup[i];
+    else if (TrigTimeForGroup[i] == prev_target_time)
+      dt = 0;
+
+    if (!found && TrigWordForGroup[i] == mainTrigWord)
+    {
+      found = true;
+      ThisGroup.clear();
+      prev_target_time = TrigTimeForGroup[i];
+      ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i], TrigWordForGroup[i]));
+      trackTriggerTime = TrigTimeForGroup[i];
+      trackTriggerWord = TrigWordForGroup[i];
+      toRemove.push_back(i);
+    }
+    else if (found && dt < tolerance)
+    {
+      // if found TrigWordForGroup in TrigWords, insert to ThisGroup
+      if (std::find(TrigWords.begin(), TrigWords.end(), TrigWordForGroup[i]) != TrigWords.end())
+      {
+        ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i], TrigWordForGroup[i]));
+        toRemove.push_back(i);
+        if (mainTrigWord == 14 && (TrigWordForGroup[i] == 10 || TrigWordForGroup[i] == 40 || TrigWordForGroup[i] == 41))
+        {
+          ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i] + 1, TrigWordForGroup[i]));
+        }
+        ///!!! attention, the trigger word 10 always come with 8 with the same time, so it won't be inserted to the map
+        // Therefore we add another 1ns to it, but it's not real
+      }
+    }
+    else if (found && dt > tolerance)
+    {
+      if (verbosityEBTG > 9)
+      {
+        // print all triggers in this group
+        cout << "EBTG: GroupByTrigWord: ThisGroup size = " << ThisGroup.size() << endl;
+        for (auto it = ThisGroup.begin(); it != ThisGroup.end(); ++it)
+        {
+          cout << it->first << " - " << it->second << ", ";
+        }
+        cout << endl;
+      }
+      // check is the current track trigger already exist in GroupedTriggersInTotal, if so, don't add it
+      // find trackTriggerTime in each element in GroupedTriggersInTotal[mainTrigWord]
+      bool trackTriggerExist = false;
+      for (int j = 0; j < GroupedTriggersInTotal[mainTrigWord].size(); j++)
+      {
+        for (auto it = GroupedTriggersInTotal[mainTrigWord][j].begin(); it != GroupedTriggersInTotal[mainTrigWord][j].end(); ++it)
+        {
+          if (it->first == trackTriggerTime && it->second == trackTriggerWord)
+          {
+            trackTriggerExist = true;
+            break;
+          }
+        }
+      }
+      if (!trackTriggerExist)
+      {
+        GroupedTriggersInTotal[mainTrigWord].push_back(ThisGroup);
+      }
+      else
+      {
+        // in it's track of SkippedDuplicateTriggers, plus one. if found it, ++, if not, emplace 1
+        if (SkippedDuplicateTriggers.find(mainTrigWord) != SkippedDuplicateTriggers.end())
+        {
+          SkippedDuplicateTriggers[mainTrigWord]++;
+        }
+        else
+        {
+          SkippedDuplicateTriggers.emplace(mainTrigWord, 1);
+        }
+
+        Log("EBTG: Found a duplicated main trigger with word " + std::to_string(mainTrigWord) + " and time " + std::to_string(trackTriggerTime), v_message, verbosityEBTG);
+      }
+
+      if (verbosityEBTG > 9)
+        cout << "EBTG: saving grouped trigger with currentRunCode = " << currentRunCode << endl;
+      if (!trackTriggerExist)
+        RunCodeInTotal[mainTrigWord].push_back(currentRunCode);
+        else
+          Log("EBTG: Found a duplicated main trigger with word " + std::to_string(mainTrigWord) + " and time " + std::to_string(trackTriggerTime) + ", so skip adding run code vector", v_message, verbosityEBTG);
+      totalGroupedTriggerNumber += ThisGroup.size();
+      ThisGroup.clear();
+      found = false;
+    }
+  }
+  int totalToRemoveTriggerNumber = toRemove.size();
+  // from end to beginning, remove the triggers in buffer based on toRemove index
+  for (int i = toRemove.size() - 1; i >= 0; i--)
+  {
+    TrigTimeForGroup.erase(TrigTimeForGroup.begin() + toRemove[i]);
+    TrigWordForGroup.erase(TrigWordForGroup.begin() + toRemove[i]);
+  }
+  Log("EBTG: GroupByTrigWord Finished, accumulated saved " + std::to_string(GroupedTriggers.size()) + " group of triggers", v_warning, verbosityEBTG);
+  Log("EBTG: buffer TriggersForGroup after grouping size = " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+  Log("EBTG: totalGroupedTriggerNumber in this grouping step is: " + std::to_string(totalGroupedTriggerNumber) + ", totalToRemoveTriggerNumber = " + std::to_string(totalToRemoveTriggerNumber), v_warning, verbosityEBTG);
+
+  return totalToRemoveTriggerNumber;
+}
+
+int EBTriggerGrouper::FillByTrigWord(uint32_t mainTrigWord, vector<uint32_t> TrigWords, int tolerance)
+{
+  // Fill the trigger maps at GroupedTriggersInTotal[mainTrigWord]
+  // for all triggers in the buffer, if the trigger word is in the vector, and in the range of main TrigWord - the tolerance
+  // push the trigger into the map
+
+  Log("EBTG: FillByTrigWord()", v_warning, verbosityEBTG);
+  Log("EBTG: Fill by TrigWord: " + std::to_string(mainTrigWord), v_warning, verbosityEBTG);
+  Log("EBTG: size of time buffer before refilling is " + std::to_string(TrigTimeForGroup.size()) + ", size of word buffer is " + std::to_string(TrigWordForGroup.size()), v_warning, verbosityEBTG);
+
+  int addedTriggerNumber = 0;
+  vector<int> indexToRemove;
+
+  for (int i = TrigTimeForGroup.size() - 1; i >= 0; i--)
+  {
+    if (verbosityEBTG > 11)
+      cout << "EBTG: FillByTrigWord: mainTrigWord = " << mainTrigWord << ", TrigWordForGroup[i] = " << TrigWordForGroup[i] << ", TrigTimeForGroup[i] = " << TrigTimeForGroup[i] << ", tolerance = " << tolerance << endl;
+    // check is current trigger word in TrigWords
+    if (std::find(TrigWords.begin(), TrigWords.end(), TrigWordForGroup[i]) == TrigWords.end())
+      continue;
+    bool triggerToAdd = false;
+    int insertTrack = 0;
+    int insertGroupIndex = 0;
+    uint64_t insertedDT = tolerance;
+    for (int j = 0; j < GroupedTriggersInTotal[mainTrigWord].size(); j++)
+    {
+      for (auto it = GroupedTriggersInTotal[mainTrigWord][j].begin(); it != GroupedTriggersInTotal[mainTrigWord][j].end(); ++it)
+      {
+        if (it->second == mainTrigWord)
+        {
+          uint64_t dt = (TrigTimeForGroup[i] > it->first) ? (TrigTimeForGroup[i] - it->first) : (it->first - TrigTimeForGroup[i]);
+          if (dt < tolerance && dt < insertedDT)
+          {
+            insertedDT = dt;
+            insertTrack = mainTrigWord;
+            insertGroupIndex = j;
+            triggerToAdd = true;
+            Log("EBTG: FillByTrigWord: Found trigger to add, insertTrack = " + std::to_string(insertTrack) + ", insertGroupIndex = " + std::to_string(insertGroupIndex) + ", insert DT = " + std::to_string(insertedDT), 9, verbosityEBTG);
+            break;
+          }
+        }
+      }
+    }
+    if (triggerToAdd)
+    {
+      GroupedTriggersInTotal[mainTrigWord][insertGroupIndex].insert(std::make_pair(TrigTimeForGroup[i], TrigWordForGroup[i]));
+      indexToRemove.push_back(i);
+      if (verbosityEBTG > 11)
+        cout << "EBTG: FillByTrigWord: add this trigger: " << TrigTimeForGroup[i] << " - " << TrigWordForGroup[i] << endl;
+      addedTriggerNumber++;
+    }
+  }
+  Log("EBTG: FillByTrigWord Finished, addedTriggerNumber = " + std::to_string(addedTriggerNumber), v_warning, verbosityEBTG);
+  Log("EBTG: indexToRemove size = " + std::to_string(indexToRemove.size()) + ", buffer size before remove is " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+
+  // sort indexToRemove from large to small, then remove the triggers in buffer based on toRemove index
+  std::sort(indexToRemove.begin(), indexToRemove.end(), std::greater<int>());
+
+  if (verbosityEBTG > 11)
+  {
+    // print all index to remove
+    cout << "EBTG: FillByTrigWord: indexToRemove: ";
+    for (int i = 0; i < indexToRemove.size(); i++)
+    {
+      cout << indexToRemove[i] << ", ";
+    }
+  }
+
+  for (int i = 0; i < indexToRemove.size(); i++)
+  {
+    TrigTimeForGroup.erase(TrigTimeForGroup.begin() + indexToRemove[i]);
+    TrigWordForGroup.erase(TrigWordForGroup.begin() + indexToRemove[i]);
+  }
+  Log("EBTG: buffer TriggersForGroup after refilling and removing size = " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+
+  return addedTriggerNumber;
+}
+
+int EBTriggerGrouper::CleanTriggerBuffer()
+{
+  //remove very early trigger in TrigTimeForGroup and TrigWordForGroup
+    //only leave the latest maxNumAllowedInBuffer elements
+    int removedNumber = 0;
+  if (TrigTimeForGroup.size() > maxNumAllowedInBuffer)
+  {
+    removedNumber = TrigTimeForGroup.size() - maxNumAllowedInBuffer;
+    removedTriggerInBuffer += removedNumber;
+    Log("EBTG: CleanTriggerBuffer, will remove the earliest " + std::to_string(TrigTimeForGroup.size() - maxNumAllowedInBuffer) + " triggers in buffer", v_message, verbosityEBTG);
+    TrigTimeForGroup.erase(TrigTimeForGroup.begin(), TrigTimeForGroup.end() - maxNumAllowedInBuffer);
+    TrigWordForGroup.erase(TrigWordForGroup.begin(), TrigWordForGroup.end() - maxNumAllowedInBuffer);
+  }
+  return removedNumber;
+}
\ No newline at end of file
diff --git a/UserTools/EBTriggerGrouper/EBTriggerGrouper.h b/UserTools/EBTriggerGrouper/EBTriggerGrouper.h
new file mode 100644
index 000000000..0146c67fe
--- /dev/null
+++ b/UserTools/EBTriggerGrouper/EBTriggerGrouper.h
@@ -0,0 +1,119 @@
+#ifndef EBTriggerGrouper_H
+#define EBTriggerGrouper_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+
+/**
+ * \class EBTriggerGrouper
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class EBTriggerGrouper : public Tool
+{
+
+public:
+    EBTriggerGrouper();                                       ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+
+    bool GroupByTolerance();
+    bool FillByTolerance();
+    bool SaveGroupedTriggers();
+    bool CleanBuffer();
+
+    int GroupByTrigWord(uint32_t mainTrigWord, vector<uint32_t> TrigWords, int tolerance);
+    // group and save triggers to GroupedTriggersInTotal and RunCodeInTotal
+    // input a vector of trigger words in that combination, and a tolerance
+    // during grouping, select based on the main TrigWord + the tolerance
+    // in that range, if the trigger word is in the vector, group them together
+    // push the grouped trigger map into the vector at GroupedTriggersInTotal[mainTrigWord]
+
+    int FillByTrigWord(uint32_t mainTrigWord, vector<uint32_t> TrigWords, int tolerance);
+    // Fill the trigger maps at GroupedTriggersInTotal[mainTrigWord]
+    // for all triggers in the buffer, if the trigger word is in the vector, and in the range of main TrigWord - the tolerance
+    // push the trigger into the map
+
+    int CleanTriggerBuffer(); //remove very early trigger in TrigTimeForGroup and TrigWordForGroup
+    //only leave the latest maxNumAllowedInBuffer elements
+
+private:
+    string savePath;
+    string GroupMode; // beam, Tolerance
+    double GroupTolerance;
+    int GroupTrigWord;
+
+    std::map<uint64_t, std::vector<uint32_t>> *TimeToTriggerWordMap;
+    std::map<uint64_t, std::vector<uint32_t>> *TimeToTriggerWordMapComplete; // Info about all triggerwords
+
+    vector<uint64_t> TrigTimeForGroup;
+    vector<uint32_t> TrigWordForGroup;
+    vector<int> RunCodeBuffer;
+
+    std::vector<std::map<uint64_t, uint32_t>> GroupedTriggers; // each map is a group of triggers, for the main target trigger
+    vector<int> RunCode;                                       //!! RunCode goes with each group, always modify them together
+
+    std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
+    std::map<int, std::vector<int>> RunCodeInTotal;                                  //!! RunCode goes with each group, always modify them together
+
+    std::map<int, int> SkippedDuplicateTriggers; //if the trigger was duplicated in multiple entries, skip it. this record the skipped number of groups
+
+    int verbosityEBTG;
+
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+
+    int ANNIEEventNum;
+    int CurrentRunNum;
+    int CurrentSubrunNum;
+    int CurrentPartNum;
+    int currentRunCode;
+    bool usingTriggerOverlap;
+
+    int StoreTotalEntry;
+
+    int maxNumAllowedInBuffer;
+    int removedTriggerInBuffer;
+
+    bool groupBeam;
+    bool groupCosmic;
+    bool groupLaser;
+    bool groupLED;
+    bool groupAmBe;
+    bool groupPPS;
+
+    int BeamTriggerMain;
+    double BeamTolerance;
+    vector<uint32_t> BeamTriggers;
+
+    int CosmicTriggerMain;
+    double CosmicTolerance;
+    vector<uint32_t> CosmicTriggers;
+
+    int LaserTriggerMain;
+    double LaserTolerance;
+    vector<uint32_t> LaserTriggers;
+
+    int LEDTriggerMain;
+    double LEDTolerance;
+    vector<uint32_t> LEDTriggers;
+
+    int AmBeTriggerMain;
+    double AmBeTolerance;
+    vector<uint32_t> AmBeTriggers;
+
+    int PPSTriggerMain;
+    double PPSTolerance;
+    vector<uint32_t> PPSTriggers;
+};
+
+#endif
diff --git a/UserTools/EBTriggerGrouper/README.md b/UserTools/EBTriggerGrouper/README.md
new file mode 100644
index 000000000..417e352e7
--- /dev/null
+++ b/UserTools/EBTriggerGrouper/README.md
@@ -0,0 +1,20 @@
+# EBTriggerGrouper
+
+EBTriggerGrouper
+
+## Data
+
+Describe any data formats EBTriggerGrouper creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for EBTriggerGrouper.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index a766d2a90..c062d6343 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -174,5 +174,11 @@ if (tool=="LAPPDThresReco") ret=new LAPPDThresReco;
 if (tool=="LAPPDTimeAlignment") ret=new LAPPDTimeAlignment;
 if (tool=="LAPPDBaseline") ret=new LAPPDBaseline;
 if (tool=="LAPPDStoreReorder") ret=new LAPPDStoreReorder;
+if (tool=="EBLoadRaw") ret=new EBLoadRaw;
+if (tool=="EBTriggerGrouper") ret=new EBTriggerGrouper;
+if (tool=="EBLAPPD") ret=new EBLAPPD;
+if (tool=="EBPMT") ret=new EBPMT;
+if (tool=="EBMRD") ret=new EBMRD;
+if (tool=="EBSaver") ret=new EBSaver;
 return ret;
 }
diff --git a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
index 8022719e9..f820cb3f7 100644
--- a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
+++ b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
@@ -25,6 +25,7 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
   m_variables.Get("TankReco_fill", TankReco_fill);
   m_variables.Get("RecoDebug_fill", RecoDebug_fill);
   m_variables.Get("muonTruthRecoDiff_fill", muonTruthRecoDiff_fill);
+  m_variables.Get("LAPPDData_fill", LAPPDData_fill);
 
   m_variables.Get("SiPMPulseInfo_fill",SiPMPulseInfo_fill);
   m_variables.Get("TankClusterProcessing",TankClusterProcessing);
@@ -101,6 +102,21 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
       fPhaseIITankClusterTree->Branch("SiPM1NPulses",&fSiPM1NPulses,"SiPM1NPulses/I");
       fPhaseIITankClusterTree->Branch("SiPM2NPulses",&fSiPM2NPulses,"SiPM2NPulses/I");
     }
+    if(LAPPDData_fill)
+    {
+      fPhaseIITankClusterTree->Branch("LAPPD_ID",&fLAPPD_ID);
+      fPhaseIITankClusterTree->Branch("LAPPD_Beamgate_ns",&fLAPPD_Beamgate_ns);
+      fPhaseIITankClusterTree->Branch("LAPPD_Timestamp_ns",&fLAPPD_Timestamp_ns);
+      fPhaseIITankClusterTree->Branch("LAPPD_Beamgate_Raw",&fLAPPD_Beamgate_Raw);
+      fPhaseIITankClusterTree->Branch("LAPPD_Timestamp_Raw",&fLAPPD_Timestamp_Raw);
+      fPhaseIITankClusterTree->Branch("LAPPD_Offset",&fLAPPD_Offset);
+      fPhaseIITankClusterTree->Branch("LAPPD_TSCorrection",&fLAPPD_TSCorrection);
+      fPhaseIITankClusterTree->Branch("LAPPD_BGCorrection",&fLAPPD_BGCorrection);
+      fPhaseIITankClusterTree->Branch("LAPPD_OSInMinusPS",&fLAPPD_OSInMinusPS);
+
+      fPhaseIITankClusterTree->Branch("fGroupedTriggerTime",&fGroupedTriggerTime);
+      fPhaseIITankClusterTree->Branch("fGroupedTriggerWord",&fGroupedTriggerWord);
+    } 
   } 
 
   if(MRDClusterProcessing){
@@ -156,6 +172,23 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
       fPhaseIIMRDClusterTree->Branch("MRDStop",&fMRDStop);
       fPhaseIIMRDClusterTree->Branch("MRDThrough",&fMRDThrough);
     }
+
+    if(LAPPDData_fill)
+    {
+      fPhaseIIMRDClusterTree->Branch("LAPPD_ID",&fLAPPD_ID);
+      fPhaseIIMRDClusterTree->Branch("LAPPD_Beamgate_ns",&fLAPPD_Beamgate_ns);
+      fPhaseIIMRDClusterTree->Branch("LAPPD_Timestamp_ns",&fLAPPD_Timestamp_ns);
+      fPhaseIIMRDClusterTree->Branch("LAPPD_Beamgate_Raw",&fLAPPD_Beamgate_Raw);
+      fPhaseIIMRDClusterTree->Branch("LAPPD_Timestamp_Raw",&fLAPPD_Timestamp_Raw);
+      fPhaseIIMRDClusterTree->Branch("LAPPD_Offset",&fLAPPD_Offset);
+      fPhaseIIMRDClusterTree->Branch("LAPPD_TSCorrection",&fLAPPD_TSCorrection);
+      fPhaseIIMRDClusterTree->Branch("LAPPD_BGCorrection",&fLAPPD_BGCorrection);
+      fPhaseIIMRDClusterTree->Branch("LAPPD_OSInMinusPS",&fLAPPD_OSInMinusPS);
+
+      fPhaseIIMRDClusterTree->Branch("fGroupedTriggerTime",&fGroupedTriggerTime);
+      fPhaseIIMRDClusterTree->Branch("fGroupedTriggerWord",&fGroupedTriggerWord);
+    } 
+
   }
 
   if(TriggerProcessing){
@@ -390,6 +423,22 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
       fPhaseIITrigTree->Branch("deltaAzimuth",&fDeltaAzimuth,"deltaAzimuth/D");
       fPhaseIITrigTree->Branch("deltaZenith",&fDeltaZenith,"deltaZenith/D");
       fPhaseIITrigTree->Branch("deltaAngle",&fDeltaAngle,"deltaAngle/D");
+    }
+
+    if(LAPPDData_fill)
+    {
+      fPhaseIITrigTree->Branch("LAPPD_ID",&fLAPPD_ID);
+      fPhaseIITrigTree->Branch("LAPPD_Beamgate_ns",&fLAPPD_Beamgate_ns);
+      fPhaseIITrigTree->Branch("LAPPD_Timestamp_ns",&fLAPPD_Timestamp_ns);
+      fPhaseIITrigTree->Branch("LAPPD_Beamgate_Raw",&fLAPPD_Beamgate_Raw);
+      fPhaseIITrigTree->Branch("LAPPD_Timestamp_Raw",&fLAPPD_Timestamp_Raw);
+      fPhaseIITrigTree->Branch("LAPPD_Offset",&fLAPPD_Offset);
+      fPhaseIITrigTree->Branch("LAPPD_TSCorrection",&fLAPPD_TSCorrection);
+      fPhaseIITrigTree->Branch("LAPPD_BGCorrection",&fLAPPD_BGCorrection);
+      fPhaseIITrigTree->Branch("LAPPD_OSInMinusPS",&fLAPPD_OSInMinusPS);
+
+      fPhaseIITrigTree->Branch("fGroupedTriggerTime",&fGroupedTriggerTime);
+      fPhaseIITrigTree->Branch("fGroupedTriggerWord",&fGroupedTriggerWord);
     } 
   }
   return true;
@@ -399,10 +448,32 @@ bool PhaseIITreeMaker::Execute(){
   Log("===========================================================================================",v_debug,verbosity);
   Log("PhaseIITreeMaker Tool: Executing",v_debug,verbosity);
 
+/*
+  std::map<std::string,bool> checkDataStreams;
+      m_data->Stores.at("ANNIEEvent")->Get("DataStreams",checkDataStreams);
+      //print out the data streams 
+      if(checkDataStreams["LAPPD"]==1){
+        m_data->Stores.at("ANNIEEvent")->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+        m_data->Stores.at("ANNIEEvent")->Get("LAPPDOffsets", LAPPDOffsets);
+        //check they have the same size, if not print in log
+        if(LAPPDTimeStamps_ns.size() != LAPPDOffsets.size()){
+          Log("PhaseIITreeMaker Tool: LAPPD Time Stamps and Offsets are not the same size!",v_message,verbosity);
+        }else{
+          cout<<"LAPPDTimeStamps_ns size is: "<<LAPPDTimeStamps_ns.size()<<endl;
+          cout<<"LAPPDOffsets size is: "<<LAPPDOffsets.size()<<endl;
+          //loop the map LAPPDOffsets, print the value + key
+          for (auto const& x : LAPPDOffsets){
+            cout << x.first << " : " << x.second << " = " << x.first + x.second << endl;
+            gotLAPPDNumber++;
+          }
+        cout<<"gotLAPPDNumber = "<<gotLAPPDNumber<<endl;
+        }
+      }*/
 
   // Reset variables
   this->ResetVariables();
   // Get a pointer to the ANNIEEvent Store
+  if (LAPPDData_fill) this->LoadLAPPDData();
 
   //  If only clean events are built, return true for dirty events
   if(fillCleanEventsOnly){
@@ -462,6 +533,8 @@ bool PhaseIITreeMaker::Execute(){
     //for (std::pair<double,std::vector<Hit>>&& cluster_pair : *m_all_clusters) {
       Log("PhaseIITreeMaker Tool: Resetting variables prior to getting run level info",v_debug,verbosity);
       this->ResetVariables();
+      if (LAPPDData_fill) this->LoadLAPPDData();
+      
       fClusterNumber = cluster_num;
 
       //Standard run level information
@@ -710,6 +783,7 @@ bool PhaseIITreeMaker::Execute(){
         fNumClusterTracks = this->LoadMRDTrackReco(i);
         //Get the track info
       }
+      if (LAPPDData_fill) this->LoadLAPPDData();
 
       fPhaseIIMRDClusterTree->Fill();
       cluster_num += 1;
@@ -794,6 +868,8 @@ bool PhaseIITreeMaker::Execute(){
     // FIll tree with all reconstruction information
     if (RecoDebug_fill) this->FillRecoDebugInfo();
 
+    if (LAPPDData_fill) this->LoadLAPPDData();
+
     fPhaseIITrigTree->Fill();
   }
   return true;
@@ -1023,6 +1099,34 @@ void PhaseIITreeMaker::ResetVariables() {
     fDeltaZenith = -9999;
     fDeltaAngle = -9999;
   }
+
+  if(LAPPDData_fill){
+    LAPPDDataMap.clear();
+    LAPPDBeamgate_ns.clear();
+    LAPPDTimeStamps_ns.clear();
+    LAPPDTimeStampsRaw.clear();
+    LAPPDBeamgatesRaw.clear();
+    LAPPDOffsets.clear();
+    LAPPDTSCorrection.clear();
+    LAPPDBGCorrection.clear();
+    LAPPDOSInMinusPS.clear();
+
+    fLAPPD_ID.clear();
+    fLAPPD_Beamgate_ns.clear();
+    fLAPPD_Timestamp_ns.clear();
+    fLAPPD_Beamgate_Raw.clear();
+    fLAPPD_Timestamp_Raw.clear();
+    fLAPPD_Offset.clear();
+    fLAPPD_TSCorrection.clear();
+    fLAPPD_BGCorrection.clear();
+    fLAPPD_OSInMinusPS.clear();
+
+    GroupedTrigger.clear();
+
+    fGroupedTriggerTime.clear();
+    fGroupedTriggerWord.clear();
+  }
+
 }
 
 bool PhaseIITreeMaker::LoadTankClusterClassifiers(double cluster_time){
@@ -1805,3 +1909,46 @@ void PhaseIITreeMaker::RecoSummary() {
   std::cout << "  RecoStatus = " << fRecoStatus <<std::endl;
   std::cout << std::endl;
 }
+
+void PhaseIITreeMaker::FillLAPPDData(){
+
+for (std::map<uint64_t, PsecData>::iterator it = LAPPDDataMap.begin(); it != LAPPDDataMap.end(); ++it) {
+    uint64_t key = it->first;
+    PsecData psecData = it->second;
+
+    fLAPPD_ID.push_back(psecData.LAPPD_ID);
+
+    fLAPPD_Beamgate_ns.push_back(LAPPDBeamgate_ns[key]);
+    fLAPPD_Timestamp_ns.push_back(LAPPDTimeStamps_ns[key]);
+    fLAPPD_Beamgate_Raw.push_back(LAPPDBeamgatesRaw[key]);
+    fLAPPD_Timestamp_Raw.push_back(LAPPDTimeStampsRaw[key]);
+    fLAPPD_Offset.push_back(LAPPDOffsets[key]);
+    fLAPPD_TSCorrection.push_back(LAPPDTSCorrection[key]);
+    fLAPPD_BGCorrection.push_back(LAPPDBGCorrection[key]);
+    fLAPPD_OSInMinusPS.push_back(LAPPDOSInMinusPS[key]);
+  }
+
+  for(std::map<uint64_t, uint32_t>::iterator it = GroupedTrigger.begin(); it != GroupedTrigger.end(); ++it) {
+    uint64_t key = it->first;
+    uint32_t value = it->second;
+
+    fGroupedTriggerTime.push_back(key);
+    fGroupedTriggerWord.push_back(value);
+  }
+
+}
+
+void PhaseIITreeMaker::LoadLAPPDData()
+{
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+  if(LAPPDDataMap.size() != 0)
+    FillLAPPDData();
+}
\ No newline at end of file
diff --git a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
index 1bb0f9789..bffe7e497 100644
--- a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
+++ b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
@@ -21,6 +21,7 @@
 #include "ANNIEalgorithms.h"
 #include "TimeClass.h"
 #include "BeamStatus.h"
+#include "PsecData.h"
 
 class PhaseIITreeMaker: public Tool {
 
@@ -50,6 +51,8 @@ class PhaseIITreeMaker: public Tool {
   bool LoadTankClusterClassifiers(double cluster_time);
   void LoadAllTankHits(bool IsData);
   void LoadSiPMHits();
+  void LoadLAPPDData();
+  void FillLAPPDData();
 
  private:
 
@@ -355,6 +358,35 @@ class PhaseIITreeMaker: public Tool {
   bool RecoDebug_fill = 0; //Outputs results of Reconstruction at each step (best fits, FOMs, etc.)
   bool muonTruthRecoDiff_fill = 0; //Output difference in tmuonruth and reconstructed values
   bool SiPMPulseInfo_fill = 0;
+
+  // LAPPD data variables
+  bool LAPPDData_fill = 0;
+  int gotLAPPDNumber;
+  std::map<uint64_t, PsecData> LAPPDDataMap;
+  std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+  std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+  std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+  std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+  std::map<uint64_t, uint64_t> LAPPDOffsets;
+  std::map<uint64_t, int> LAPPDTSCorrection;
+  std::map<uint64_t, int> LAPPDBGCorrection;
+  std::map<uint64_t, int> LAPPDOSInMinusPS;
+
+  vector<int> fLAPPD_ID;
+  vector<uint64_t> fLAPPD_Beamgate_ns;
+  vector<uint64_t> fLAPPD_Timestamp_ns;
+  vector<uint64_t> fLAPPD_Beamgate_Raw;
+  vector<uint64_t> fLAPPD_Timestamp_Raw;
+  vector<uint64_t> fLAPPD_Offset;
+  vector<int> fLAPPD_TSCorrection;
+  vector<int> fLAPPD_BGCorrection;
+  vector<int> fLAPPD_OSInMinusPS;
+
+  std::map<uint64_t, uint32_t> GroupedTrigger;
+
+  vector<uint64_t> fGroupedTriggerTime;
+  vector<uint32_t> fGroupedTriggerWord;
+
 };
 
 
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 636f2bf14..574d41e82 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -182,3 +182,9 @@
 #include "LAPPDTimeAlignment.h"
 #include "LAPPDBaseline.h"
 #include "LAPPDStoreReorder.h"
+#include "EBLoadRaw.h"
+#include "EBTriggerGrouper.h"
+#include "EBLAPPD.h"
+#include "EBPMT.h"
+#include "EBMRD.h"
+#include "EBSaver.h"
diff --git a/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig b/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
index eee2e9cb4..acb3ea7ff 100644
--- a/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
+++ b/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
@@ -1,6 +1,6 @@
 verbose 0
 
-OutputFile BeamRun_R2573_AllTriggers.ntuple.root
+OutputFile BeamRunClusterTest_newEB.root
 TankClusterProcessing 1
 MRDClusterProcessing 1
 TriggerProcessing 1
@@ -8,10 +8,12 @@ TankHitInfo_fill 1
 MRDHitInfo_fill 1
 MRDReco_fill 1
 SiPMPulseInfo_fill 0
-fillCleanEventsOnly 1
+fillCleanEventsOnly 0
 MCTruth_fill 0
-Reco_fill 0
+Reco_fill 1
 RecoDebug_fill 0
 muonTruthRecoDiff_fill 0
 IsData 1
 HasGenie 0
+
+LAPPDData_fill 1
diff --git a/configfiles/EventBuilderV2/DefaultTriggerMask.txt b/configfiles/EventBuilderV2/DefaultTriggerMask.txt
new file mode 100644
index 000000000..398850355
--- /dev/null
+++ b/configfiles/EventBuilderV2/DefaultTriggerMask.txt
@@ -0,0 +1,10 @@
+#Triggers are given by Jonathan; place one number per line. Values are index + 1
+#4+1: Delayed beam.  32+1: LED trigger. 34+1: AmBe and Cosmic trigger.  35+1: MRD_CR_Trigger. 30+1: LED_Start. 45+1, 46+1: Laser. 14+1: AmBe external trigger
+5
+15
+36
+31
+33
+35
+46
+47
diff --git a/configfiles/EventBuilderV2/EBLAPPDConfig b/configfiles/EventBuilderV2/EBLAPPDConfig
new file mode 100644
index 000000000..b6981cdec
--- /dev/null
+++ b/configfiles/EventBuilderV2/EBLAPPDConfig
@@ -0,0 +1,7 @@
+verbosityEBLAPPD 5
+matchTargetTrigger 14
+matchTolerance_ns 400000
+#matchTolerance_ns 10000
+exePerMatch 500
+
+matchToAllTriggers 0
diff --git a/configfiles/EventBuilderV2/EBLoadRawConfig b/configfiles/EventBuilderV2/EBLoadRawConfig
new file mode 100644
index 000000000..bae579561
--- /dev/null
+++ b/configfiles/EventBuilderV2/EBLoadRawConfig
@@ -0,0 +1,10 @@
+verbosityEBLoadRaw 5
+ReadTriggerOverlap 1
+
+InputFile ./configfiles/EventBuilderV2/list.txt
+
+LoadPMT 1
+LoadMRD 1
+LoadCTC 1
+LoadLAPPD 1
+
diff --git a/configfiles/EventBuilderV2/EBMRDConfig b/configfiles/EventBuilderV2/EBMRDConfig
new file mode 100644
index 000000000..1914f4cc9
--- /dev/null
+++ b/configfiles/EventBuilderV2/EBMRDConfig
@@ -0,0 +1,4 @@
+verbosityEBMRD 5
+matchTargetTrigger 8
+matchTolerance_ns 3000000
+matchToAllTriggers 0
diff --git a/configfiles/EventBuilderV2/EBPMTConfig b/configfiles/EventBuilderV2/EBPMTConfig
new file mode 100644
index 000000000..06d278434
--- /dev/null
+++ b/configfiles/EventBuilderV2/EBPMTConfig
@@ -0,0 +1,4 @@
+verbosityEBPMT 3
+matchTargetTrigger 5
+matchTolerance_ns 2000
+matchToAllTriggers 1
diff --git a/configfiles/EventBuilderV2/EBSaverConfig b/configfiles/EventBuilderV2/EBSaverConfig
new file mode 100644
index 000000000..922c6714c
--- /dev/null
+++ b/configfiles/EventBuilderV2/EBSaverConfig
@@ -0,0 +1,10 @@
+verbosityEBSaver 5
+
+savePMT 1
+saveMRD 1
+saveCTC 1
+saveLAPPD 1
+saveRunInfo 1
+saveBeamInfo 1
+
+
diff --git a/configfiles/EventBuilderV2/EBTriggerGrouperConfig b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
new file mode 100644
index 000000000..02d5ec658
--- /dev/null
+++ b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
@@ -0,0 +1,23 @@
+verbosityEBTG 5
+GroupMode beam
+GroupTolerance 3000000
+GroupTrigWord 14 //undelayed beam
+
+groupBeam 1
+BeamTolerance 25000000
+
+groupCosmic 1
+
+groupLaser 1
+#LaserTolerance 10000
+
+groupLED 1
+#LEDTriggerMain 31
+#LEDTolerance 10000
+
+groupAmBe 0
+
+groupPPS 0
+
+
+
diff --git a/configfiles/EventBuilderV2/LAPPDLoadStoreConfig b/configfiles/EventBuilderV2/LAPPDLoadStoreConfig
new file mode 100644
index 000000000..daa420ebe
--- /dev/null
+++ b/configfiles/EventBuilderV2/LAPPDLoadStoreConfig
@@ -0,0 +1,39 @@
+ General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 1
+stopEntries 10000000000
+
+DoPedSubtraction 0
+Nboards 6 #Number of pedestal files to be read in
+PedinputfileTXT ../Pedestals/Laser2024Feb/P
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+
+ReadStore 0
+num_vector_data 7795
+num_vector_pps 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 1
+loadOffsets 1
+
+
diff --git a/configfiles/EventBuilderV2/MRDDataDecoderConfig b/configfiles/EventBuilderV2/MRDDataDecoderConfig
new file mode 100644
index 000000000..d9937ca9a
--- /dev/null
+++ b/configfiles/EventBuilderV2/MRDDataDecoderConfig
@@ -0,0 +1,2 @@
+verbosity 0
+DaylightSavingsSpring 1
diff --git a/configfiles/EventBuilderV2/PMTDataDecoderConfig b/configfiles/EventBuilderV2/PMTDataDecoderConfig
new file mode 100644
index 000000000..cca7bb6b5
--- /dev/null
+++ b/configfiles/EventBuilderV2/PMTDataDecoderConfig
@@ -0,0 +1,5 @@
+verbosity 1
+ADCCountsToBuildWaves 0
+Mode Offline
+OffsetVME03 0
+OffsetVME01 0
diff --git a/configfiles/EventBuilderV2/PhaseIIADCCalibratorConfig b/configfiles/EventBuilderV2/PhaseIIADCCalibratorConfig
new file mode 100644
index 000000000..158dc6ed1
--- /dev/null
+++ b/configfiles/EventBuilderV2/PhaseIIADCCalibratorConfig
@@ -0,0 +1,15 @@
+# PhaseIIADCCalibrator config file
+
+verbosity 0
+
+BaselineEstimationType ze3ra_multi
+NumBaselineSamples 15
+NumSubWaveforms 10
+
+SamplesPerBaselineEstimate 2000
+BaselineUncertaintyTolerance 2
+PCritical 0.01
+MakeCalLEDWaveforms 0
+
+EventBuilding 1
+ExecutesPerBuild 10
diff --git a/configfiles/EventBuilderV2/PhaseIIADCHitFinderConfig b/configfiles/EventBuilderV2/PhaseIIADCHitFinderConfig
new file mode 100644
index 000000000..d183b7b27
--- /dev/null
+++ b/configfiles/EventBuilderV2/PhaseIIADCHitFinderConfig
@@ -0,0 +1,10 @@
+verbosity 0
+
+UseLEDWaveforms 0
+
+PulseFindingApproach threshold
+PulseWindowType dynamic
+DefaultADCThreshold 7
+DefaultThresholdType relative
+
+EventBuilding 1
diff --git a/configfiles/EventBuilderV2/ToolChainConfig b/configfiles/EventBuilderV2/ToolChainConfig
new file mode 100644
index 000000000..b661e1dfd
--- /dev/null
+++ b/configfiles/EventBuilderV2/ToolChainConfig
@@ -0,0 +1,23 @@
+#ToolChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery #####
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File ./configfiles/EventBuilderV2/ToolsConfig
+
+##### Run Type #####
+Inline -1
+Interactive 0
+
diff --git a/configfiles/EventBuilderV2/ToolsConfig b/configfiles/EventBuilderV2/ToolsConfig
new file mode 100644
index 000000000..e6fcaa2bf
--- /dev/null
+++ b/configfiles/EventBuilderV2/ToolsConfig
@@ -0,0 +1,21 @@
+LoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig
+EBLoadRaw EBLoadRaw ./configfiles/EventBuilderV2/EBLoadRawConfig
+
+
+PMTDataDecoder PMTDataDecoder ./configfiles/EventBuilderV2/PMTDataDecoderConfig
+MRDDataDecoder MRDDataDecoder ./configfiles/EventBuilderV2/MRDDataDecoderConfig
+TriggerDataDecoder TriggerDataDecoder ./configfiles/EventBuilderV2/TriggerDataDecoderConfig
+LAPPDLoadStore LAPPDLoadStore ./configfiles/EventBuilderV2/LAPPDLoadStoreConfig
+
+
+PhaseIIADCCalibrator PhaseIIADCCalibrator ./configfiles/EventBuilderV2/PhaseIIADCCalibratorConfig
+PhaseIIADCHitFinder PhaseIIADCHitFinder ./configfiles/EventBuilderV2/PhaseIIADCHitFinderConfig
+
+
+EBTriggerGrouper EBTriggerGrouper ./configfiles/EventBuilderV2/EBTriggerGrouperConfig
+EBPMT EBPMT ./configfiles/EventBuilderV2/EBPMTConfig
+EBMRD EBMRD ./configfiles/EventBuilderV2/EBMRDConfig
+EBLAPPD EBLAPPD ./configfiles/EventBuilderV2/EBLAPPDConfig
+EBSaver EBSaver ./configfiles/EventBuilderV2/EBSaverConfig
+
+
diff --git a/configfiles/EventBuilderV2/TriggerDataDecoderConfig b/configfiles/EventBuilderV2/TriggerDataDecoderConfig
new file mode 100644
index 000000000..7cff259ea
--- /dev/null
+++ b/configfiles/EventBuilderV2/TriggerDataDecoderConfig
@@ -0,0 +1,3 @@
+verbosity 1
+StoreTrigOverlap 0
+ReadTrigOverlap 0
diff --git a/configfiles/EventBuilderV2/list.txt b/configfiles/EventBuilderV2/list.txt
new file mode 100644
index 000000000..178f6b1cb
--- /dev/null
+++ b/configfiles/EventBuilderV2/list.txt
@@ -0,0 +1,3 @@
+/pnfs/annie/persistent/raw/raw/4877/RAWDataR4877S0p104
+/pnfs/annie/persistent/raw/raw/4877/RAWDataR4877S0p105
+/pnfs/annie/persistent/raw/raw/4877/RAWDataR4877S0p106
diff --git a/configfiles/LAPPDRaw/Configs b/configfiles/LAPPDRaw/Configs
index 00e70fe0a..d160269fa 100644
--- a/configfiles/LAPPDRaw/Configs
+++ b/configfiles/LAPPDRaw/Configs
@@ -18,12 +18,11 @@ BoardIndexLabel BoardIndex #Label of the vector of read out boards
 PsecReceiveMode 1
 stopEntries 10000000000
 
-DoPedSubtraction 0
+DoPedSubtraction 1
 Nboards 6 #Number of pedestal files to be read in
 #PedinputfileTXT ../Pedestals/swapLAPPD/Pedestal
 #PedinputfileTXT ../Pedestals/run3xxx/Pedestal
-#Laser 2024 Feb
-PedinputfileTXT ../Pedestals/Laser2024Feb/P
+PedinputfileTXT ../Pedestals/LAPPD640392/P
 PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
 
 
diff --git a/configfiles/LAPPDRaw/list.txt b/configfiles/LAPPDRaw/list.txt
index 000620da4..9e8c65863 100644
--- a/configfiles/LAPPDRaw/list.txt
+++ b/configfiles/LAPPDRaw/list.txt
@@ -1,3 +1,710 @@
-/pnfs/annie/scratch/users/yuefeng/rawData/4796/RAWDataR4796S0p14
-/pnfs/annie/scratch/users/yuefeng/rawData/4796/RAWDataR4796S0p15
-/pnfs/annie/scratch/users/yuefeng/rawData/4796/RAWDataR4796S0p16
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p0
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p1
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p2
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p3
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p4
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p5
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p6
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p7
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p8
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p9
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p10
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p11
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p12
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p13
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p14
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p15
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p16
+/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p17
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diff --git a/configfiles/LAPPD_EB/list.txt b/configfiles/LAPPD_EB/list.txt
index f9adb18ca..d047a0162 100644
--- a/configfiles/LAPPD_EB/list.txt
+++ b/configfiles/LAPPD_EB/list.txt
@@ -1,8 +1,50 @@
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diff --git a/offsetFit_MultipleLAPPD.cpp b/offsetFit_MultipleLAPPD.cpp
new file mode 100644
index 000000000..72ff663ed
--- /dev/null
+++ b/offsetFit_MultipleLAPPD.cpp
@@ -0,0 +1,1076 @@
+// This is a script for offset fitting, use it on the output LAPPDTree.root
+// This script require all LAPPD events appear in sequence, and all CTC events appear in sequence
+/* procedure:
+    1. load LAPPDTree.root (TODO: or use LAPPDTree_runNumber.root)
+        2. load TimeStamp tree, get run number and part file number
+            3. for each unique run number and part file number, do fit:
+                4. in this file, for each LAPPD ID:
+                    5. loop TimeStamp tree
+                        load data timestamp
+                        load data beamgate
+                        load PPS for board 0 and board 1
+                    6. loop Trig (or GTrig) tree
+                        load CTC PPS (word = 32)
+                        load target trigger word
+
+                    7. Find the number of resets in LAPPD PPS:
+                        There must be at least one event in each reset.
+                        Based on the event index order, only fit before the reset which doesn't have data event.
+                        Save the data event and PPS index order.
+
+                    8. Use the target trigger word, fit the offset
+                    9. save the offset for this LAPPD ID, run number, part file number, index, reset number.
+               10.  Print info to txt file
+
+Laser trigger word: 47
+Undelayed beam trigger word: 14
+
+root -l -q 'offsetFit_MultipleLAPPD.cpp("LAPPDTree.root", 14, 1, 10, 0)'
+root -l -q 'offsetFit_MultipleLAPPD.cpp("LAPPDTree.root", 47, 0, 10, 0)'
+*/
+#include <iostream>
+#include <vector>
+#include <map>
+#include <string>
+#include <cmath>
+#include <algorithm>
+#include "TFile.h"
+#include "TTree.h"
+#include "TH2D.h"
+#include "TH1D.h"
+#include "TString.h"
+
+vector<vector<ULong64_t>> fitInThisReset(
+    const std::vector<ULong64_t> &LAPPDDataTimeStampUL,
+    const std::vector<ULong64_t> &LAPPDDataBeamgateUL,
+    const std::vector<ULong64_t> &LAPPD_PPS,
+    const int fitTargetTriggerWord,
+    const std::vector<ULong64_t> &CTCTrigger,
+    const std::vector<ULong64_t> &CTCPPS,
+    const ULong64_t PPSDeltaT)
+{
+    cout << "***************************************" << endl;
+    cout << "Fitting in this reset with:" << endl;
+    cout << "LAPPDDataTimeStampUL size: " << LAPPDDataTimeStampUL.size() << endl;
+    cout << "LAPPDDataBeamgateUL size: " << LAPPDDataBeamgateUL.size() << endl;
+    cout << "LAPPD_PPS size: " << LAPPD_PPS.size() << endl;
+    cout << "CTCTrigger size: " << CTCTrigger.size() << endl;
+    cout << "CTCPPS size: " << CTCPPS.size() << endl;
+    cout << "PPSDeltaT: " << PPSDeltaT << endl;
+    // for this input PPS, fit an offset
+    // return the offset and other information in order
+    // precedure:
+    // 1. check drift
+    // 2. shift the timestmap and beamgate based on drift
+    // 3. fit the offset
+
+    std::vector<double> PPSInterval_ACDC;
+
+    for (int i = 1; i < LAPPD_PPS.size(); i++)
+    {
+
+        double diff = static_cast<double>(LAPPD_PPS[i] - LAPPD_PPS[i - 1]);
+        // cout << "LAPPD_PPS[" << i << "]: " << LAPPD_PPS[i] / 1E9 / 1000 << ", diff is " << diff / 1E9 / 1000 << endl;
+        //  cout << "diff: " << diff/1E9 << ", 0.9*deltaT = " << 0.9 * PPSDeltaT/1E9 << ", 1.1*deltaT = " << 1.1 * PPSDeltaT/1E9 << endl;
+        // only save the time interval that is close to the deltaT, to avoid the clock tick level miss and the whole PPS pulse was missed.
+        if (diff > 0.9 * PPSDeltaT && diff < 1.1 * PPSDeltaT)
+            PPSInterval_ACDC.push_back((PPSDeltaT - diff) / 1000 / 1000);
+        // cout << "Diff of Interval to deltaT in s is " << (PPSDeltaT - diff) / 1000 / 1E9 << endl;
+    }
+    int totalPPS = LAPPD_PPS.size();
+    int driftedPPS = 0;
+
+    TH1D *h = new TH1D("h", "h", 1000, 0, 1E3);
+    for (int i = 0; i < PPSInterval_ACDC.size(); i++)
+    {
+        // only fill the drift histogram if there is a drift > 2 microseconds
+        if (PPSInterval_ACDC[i] / 1000 / 1000 > 2)
+        {
+            h->Fill(PPSInterval_ACDC[i] / 1000 / 1000); // fill in microseconds
+            // cout << "Fill histogram: PPSInterval_ACDC[" << i << "]: " << PPSInterval_ACDC[i] / 1000 / 1000 << endl;
+        }
+    }
+
+    TF1 *gausf = new TF1("gausf", "gaus", 0, 1E3);
+    h->Fit(gausf, "Q");                                                           // Q for quiet mode
+    ULong64_t drift = static_cast<ULong64_t>(gausf->GetParameter(1) * 1E3 * 1E3); // drift in ps
+    ULong64_t trueInterval = PPSDeltaT - drift;
+    std::cout << "Gaussian Drift in ps is " << drift << std::endl;
+    std::cout << "True PPS interval in ps is " << trueInterval << std::endl;
+    delete gausf;
+    delete h;
+
+    // initialize variables need for fitting
+    int orphanCount = 0; // count the number that how many data event timestamp doesn't matched to a target trigger within an interval.
+
+    std::map<double, std::vector<vector<int>>> DerivationMap;
+    for (int i = 0; i < LAPPD_PPS.size(); i++)
+    {
+        if (i % static_cast<int>(LAPPD_PPS.size() / 5) == 0)
+            cout << "Fitting PPS " << i << " of " << LAPPD_PPS.size() << endl;
+
+        ULong64_t LAPPD_PPS_ns = LAPPD_PPS.at(i) / 1000;
+        ULong64_t LAPPD_PPS_truncated_ps = LAPPD_PPS.at(i) % 1000;
+
+        for (int j = 0; j < CTCPPS.size(); j++)
+        {
+            vector<double> diffSum;
+            ULong64_t offsetNow_ns = 0;
+            if (drift == 0)
+            {
+                offsetNow_ns = CTCPPS.at(j) - LAPPD_PPS_ns;
+            }
+            else
+            {
+                double driftScaling = LAPPD_PPS_ns / trueInterval / 1000;
+                ULong64_t totalDriftedClock = static_cast<ULong64_t>(drift * driftScaling / 1000);
+                offsetNow_ns = CTCPPS.at(j) - (LAPPD_PPS_ns + totalDriftedClock);
+            }
+
+            if (i < 3 && j < 3)
+                cout << "In ns: CTCPPS.at(" << j << "): " << CTCPPS.at(j) << ", LAPPD_PPS.at(" << i << "): " << LAPPD_PPS.at(i) << ", use LAPPD_PPS_ns: " << LAPPD_PPS_ns << ", offsetNow_ns: " << offsetNow_ns << endl;
+
+            // now, we have offset in ns.
+            // We do fit in ns level, then save the previse information in ps level.
+
+            orphanCount = 0;
+            vector<int> notOrphanIndex;
+            vector<int> ctcPairedIndex;
+            vector<int> ctcOrphanPairedIndex;
+
+            for (int lappdb = 0; lappdb < LAPPDDataBeamgateUL.size(); lappdb++)
+            {
+                ULong64_t TS_ns = LAPPDDataTimeStampUL.at(lappdb) / 1000;
+                ULong64_t TS_truncated_ps = LAPPDDataTimeStampUL.at(lappdb) % 1000;
+                // if fit for the undelayed beam trigger, use BG
+                if (fitTargetTriggerWord == 14)
+                {
+                    TS_ns = LAPPDDataBeamgateUL.at(lappdb) / 1000;
+                    TS_truncated_ps = LAPPDDataBeamgateUL.at(lappdb) % 1000;
+                }
+
+                ULong64_t driftCorrectionForTS = 0;
+                if (drift != 0)
+                {
+                    double driftScaling = TS_ns / trueInterval / 1000;
+                    driftCorrectionForTS = static_cast<ULong64_t>(drift * driftScaling / 1000);
+                }
+
+                // this is the TS we use for matching
+                ULong64_t DriftCorrectedTS_ns = TS_ns + offsetNow_ns + driftCorrectionForTS;
+
+                // initialise other matching variables
+                ULong64_t minMatchDiff = std::numeric_limits<ULong64_t>::max();
+                bool useThisValue = true;
+                int minPairIndex = 0;
+                string reason = "none";
+                Long64_t first_derivation = 0;
+                int minIndex = 0;
+                double useValue = true;
+
+                // find the best match of target trigger to this TS, in ns level.
+                for (int ctcb = 0; ctcb < CTCTrigger.size(); ctcb++)
+                {
+                    ULong64_t CTCTrigger_ns = CTCTrigger.at(ctcb);
+                    Long64_t diff = CTCTrigger_ns - DriftCorrectedTS_ns;
+                    if (diff < 0)
+                        diff = -diff;
+
+                    if (diff < minMatchDiff)
+                    {
+                        minMatchDiff = diff;
+                        minPairIndex = ctcb;
+                    }
+
+                    Long64_t LastBound = diff - minMatchDiff;
+                    if (LastBound < 0)
+                        LastBound = -LastBound;
+                    Long64_t FirstBound = diff - first_derivation;
+                    if (FirstBound < 0)
+                        FirstBound = -FirstBound;
+
+                    // save the dt for the first matching to determin the matching position in range.
+                    if (ctcb == 0)
+                        first_derivation = diff;
+
+                    if (ctcb == CTCTrigger.size() - 1 && LastBound / 1E9 < 0.01)
+                    {
+                        useValue = false;
+                        reason = "When matching the last TS, this diff is too close to (or even is) the minMatchDiff at index " + std::to_string(minPairIndex) + " in " + std::to_string(CTCTrigger.size()) + ". All LAPPD TS is out of the end of CTC trigger range";
+                    }
+                    if (ctcb == CTCTrigger.size() - 1 && FirstBound / 1E9 < 0.01)
+                    {
+                        useValue = false;
+                        reason = "When matching the last TS, this diff is too close to (or even is) the first_derivation at index " + std::to_string(minPairIndex) + " in " + std::to_string(CTCTrigger.size()) + ". All LAPPD TS is out of the beginning of CTC trigger range";
+                    }
+                }
+
+                if (useValue)
+                {
+                    diffSum.push_back(minMatchDiff);
+                    double minAllowedDiff = 0;
+                    double maxAllowedDiff = 100E3;
+                    if (fitTargetTriggerWord == 14)
+                    {
+                        minAllowedDiff = 322E3;
+                        maxAllowedDiff = 326E3;
+                    }
+                    if (minMatchDiff > maxAllowedDiff || minMatchDiff < minAllowedDiff)
+                    {
+                        // TODO: adjust the limit for laser.
+                        orphanCount += 1;
+                        ctcOrphanPairedIndex.push_back(minPairIndex);
+                    }
+                    else
+                    {
+                        notOrphanIndex.push_back(lappdb);
+                        ctcPairedIndex.push_back(minPairIndex);
+                    }
+                }
+                else
+                {
+                    orphanCount += 1;
+                }
+            }
+
+            double mean_dev = 0;
+            for (int k = 0; k < diffSum.size(); k++)
+            {
+                mean_dev += diffSum[k];
+            }
+            if (diffSum.size() > 0)
+                mean_dev = mean_dev / diffSum.size();
+
+            double mean_dev_noOrphan = 0;
+            for (int k = 0; k < notOrphanIndex.size(); k++)
+            {
+                if (fitTargetTriggerWord == 14)
+                {
+                    if (diffSum.at(k) > 322E3 && diffSum.at(k) < 326E3)
+                        mean_dev_noOrphan += diffSum[notOrphanIndex[k]];
+                }
+                else
+                {
+                    mean_dev_noOrphan += diffSum[notOrphanIndex[k]];
+                }
+            }
+            if ((diffSum.size() - orphanCount) != 0)
+            {
+                mean_dev_noOrphan = mean_dev_noOrphan / (diffSum.size() - orphanCount);
+            }
+            else
+            {
+                mean_dev_noOrphan = -1; // if all timestamps are out of the range, set it to -1
+            }
+
+            bool increMean_dev = false;
+            int maxAttempts = 1000;
+            int attemptCount = 0;
+
+            if (mean_dev > 0)
+            {
+                int increament_dev = 0;
+                while (true)
+                {
+                    // TODO
+                    auto iter = DerivationMap.find(mean_dev);
+                    if (iter == DerivationMap.end() || iter->second.empty())
+                    {
+                        vector<int> Info = {i, j, orphanCount, static_cast<int>(mean_dev_noOrphan * 1000), increament_dev};
+                        DerivationMap[mean_dev].push_back(Info);
+                        DerivationMap[mean_dev].push_back(notOrphanIndex);
+                        DerivationMap[mean_dev].push_back(ctcPairedIndex);
+                        DerivationMap[mean_dev].push_back(ctcOrphanPairedIndex);
+                        break;
+                    }
+                    else
+                    {
+                        increament_dev += 1;
+                        mean_dev += 0.001; // if the mean_dev is already in the map, increase it by 1ps
+                        attemptCount += 1;
+                        if (attemptCount > maxAttempts)
+                            break;
+                    }
+                }
+            }
+        }
+    }
+
+    // finish matching, found the minimum mean_dev in the map, extract the matching information
+    double min_mean_dev = std::numeric_limits<double>::max();
+    int final_i = 0;
+    int final_j = 0;
+    int gotOrphanCount = 0;
+    double gotMin_mean_dev_noOrphan = 0;
+    double increament_times = 0;
+    vector<int> final_notOrphanIndex;
+    vector<int> final_ctcPairedIndex;
+    vector<int> final_ctcOrphanIndex;
+
+    for (const auto &minIter : DerivationMap)
+    {
+        if (minIter.first > 10 && minIter.first < min_mean_dev)
+        {
+            min_mean_dev = minIter.first;
+            final_i = minIter.second[0][0];
+            final_j = minIter.second[0][1];
+            gotOrphanCount = minIter.second[0][2];
+            gotMin_mean_dev_noOrphan = static_cast<int>(minIter.second[0][3] / 1000);
+            increament_times = minIter.second[0][4];
+            final_notOrphanIndex = minIter.second[1];
+            final_ctcPairedIndex = minIter.second[2];
+            final_ctcOrphanIndex = minIter.second[3];
+        }
+    }
+
+    ULong64_t final_offset_ns = 0;
+    ULong64_t final_offset_ps_negative = 0;
+    if (drift == 0)
+    {
+        final_offset_ns = CTCPPS.at(final_j) - (LAPPD_PPS.at(final_i) / 1000);
+        final_offset_ps_negative = LAPPD_PPS.at(final_i) % 1000;
+    }
+    else
+    {
+        ULong64_t LAPPD_PPS_ns = LAPPD_PPS.at(final_i) / 1000;
+        ULong64_t LAPPD_PPS_truncated_ps = LAPPD_PPS.at(final_i) % 1000;
+        double driftScaling = LAPPD_PPS_ns / trueInterval / 1000; // this is the same drift scaling as in the matching loop
+        ULong64_t totalDriftedClock = static_cast<ULong64_t>(drift * driftScaling / 1000);
+        final_offset_ns = CTCPPS.at(final_j) - (LAPPD_PPS_ns + totalDriftedClock);
+        final_offset_ps_negative = LAPPD_PPS_truncated_ps; // this is useless if there is a drift though.
+    }
+    /*
+    cout << "******* Fit Finished *******" << endl;
+    cout << "*** Final offset in is " << final_offset_ns << " ns minus " << final_offset_ps_negative << " ps" << endl;
+    cout << "*** Final orphan count is " << gotOrphanCount << endl;
+    cout << "*** Final mean_dev_noOrphan is " << gotMin_mean_dev_noOrphan << " ps" << endl;
+    cout << "*** Final increament times in this result is " << increament_times << endl;
+    cout << "*** Final mean deviation is " << min_mean_dev << " ps" << endl;
+    cout << "*** Final PPS index is " << final_i << ", in total of " << LAPPD_PPS.size() << endl;
+    cout << "*** Final CTC PPS index is " << final_j << ", in total of " << CTCPPS.size() << endl;
+    cout << "***************************" << endl;
+    cout << "******* Saving *************" << endl;
+    */
+
+    cout << "\033[1;34m******* Fit Finished *******\033[0m" << endl;
+
+    cout << "\033[1;34m*** Final offset in is \033[1;31m" << final_offset_ns << "\033[1;34m ns minus \033[1;31m" << final_offset_ps_negative << "\033[1;34m ps\033[0m" << endl;
+    cout << "\033[1;34m*** Final orphan count is \033[1;31m" << gotOrphanCount << "\033[0m" << endl;
+    cout << "\033[1;34m*** Final mean_dev_noOrphan is \033[1;31m" << gotMin_mean_dev_noOrphan << "\033[1;34m ns\033[0m" << endl;
+    cout << "\033[1;34m*** Final increament times in this result is \033[1;31m" << increament_times << "\033[0m" << endl;
+    cout << "\033[1;34m*** Final mean deviation is \033[1;31m" << min_mean_dev << "\033[1;34m ns\033[0m" << endl;
+    cout << "\033[1;34m*** Final PPS index is \033[1;31m" << final_i << "\033[1;34m, in total of \033[1;31m" << LAPPD_PPS.size() << "\033[0m" << endl;
+    cout << "\033[1;34m*** Final CTC PPS index is \033[1;31m" << final_j << "\033[1;34m, in total of \033[1;31m" << CTCPPS.size() << "\033[0m" << endl;
+    cout << "\033[1;34m***************************\033[0m" << endl;
+    cout << "\033[1;34m******* Saving *************\033[0m" << endl;
+
+    // now, based on this offset, calculate the event time for each event, and save to result.
+    vector<ULong64_t> TimeStampRaw;
+    vector<ULong64_t> BeamGateRaw;
+    vector<ULong64_t> TimeStamp_ns;
+    vector<ULong64_t> BeamGate_ns;
+    vector<ULong64_t> TimeStamp_ps;
+    vector<ULong64_t> BeamGate_ps;
+    vector<ULong64_t> EventIndex;
+    vector<ULong64_t> EventDeviation_ns;
+    vector<ULong64_t> CTCTriggerIndex;
+    vector<ULong64_t> CTCTriggerTimeStamp_ns;
+    vector<ULong64_t> BeamGate_correction_tick;
+    vector<ULong64_t> TimeStamp_correction_tick;
+    vector<long long> PPS_tick_correction; // if timestamp falls in between of PPS i and i+1, corrected timestamp = timestamp + PPS_tick_correction[i]
+    vector<long long> LAPPD_PPS_missing_ticks;
+    vector<ULong64_t> LAPPD_PPS_interval_ticks;
+
+    // calculate the missing ticks for each LAPPD PPS
+    PPS_tick_correction.push_back(0);
+    LAPPD_PPS_missing_ticks.push_back(0);
+    LAPPD_PPS_interval_ticks.push_back(0);
+    ULong64_t intervalTicks = 320000000 * (PPSDeltaT / 1000 / 1E9);
+    for (int i = 1; i < LAPPD_PPS.size(); i++)
+    {
+        ULong64_t thisPPS = LAPPD_PPS.at(i) / 3125;
+        ULong64_t prevPPS = LAPPD_PPS.at(i - 1) / 3125;
+        long long thisInterval = thisPPS - prevPPS;
+        long long thisMissingTicks = intervalTicks - thisInterval;
+        LAPPD_PPS_interval_ticks.push_back(thisInterval);
+
+        // if the difference between this PPS and previous PPS is > intervalTicks-20 and < intervalTicks+5,
+        // the missed value is thisInterval - intervalTicks
+        // push this value plus the sum of previous missing ticks to the vector
+        // else just push the sum of previous missing ticks
+        long long sumOfPreviousMissingTicks = 0;
+        for (int j = 0; j < LAPPD_PPS_missing_ticks.size(); j++)
+        {
+            sumOfPreviousMissingTicks += LAPPD_PPS_missing_ticks.at(j);
+        }
+
+        if (thisMissingTicks > -20 && thisMissingTicks < 20)
+        {
+            LAPPD_PPS_missing_ticks.push_back(thisMissingTicks);
+            PPS_tick_correction.push_back(thisMissingTicks + sumOfPreviousMissingTicks);
+        }
+        else
+        {
+            // some time one pps might be wired, but the combination of two is ok.
+            bool combined = false;
+            // if there are missing PPS, interval is like 22399999990 % 3200000000 = 3199999990
+            long long pInterval = thisInterval % intervalTicks;
+            long long missingPTicks = 0;
+            if (intervalTicks - pInterval < 30)
+                missingPTicks = intervalTicks - pInterval;
+            else if (pInterval < 30)
+                missingPTicks = -pInterval;
+//////
+            if(missingPTicks == 1 || missingPTicks == -1){
+                cout<<"Found missing tick is "<<missingPTicks<<",continue."<<endl;
+                LAPPD_PPS_missing_ticks.push_back(0);
+                PPS_tick_correction.push_back(sumOfPreviousMissingTicks);
+                continue;
+            }
+
+            if (missingPTicks != 0)
+            {
+                LAPPD_PPS_missing_ticks.push_back(missingPTicks);
+                PPS_tick_correction.push_back(missingPTicks + sumOfPreviousMissingTicks);
+                combined = true;
+                cout << "Pushing PPS correction " << i << ", this PPS interval tick is " << thisInterval << ", missing ticks: " << thisMissingTicks << ", push missing " << LAPPD_PPS_missing_ticks.at(i) << ", push correction " << PPS_tick_correction.at(i) << endl;
+                continue;
+            }
+
+            // if one PPS is not recoreded correctly, like one interval is 1574262436, followed by a 4825737559
+            // then 1574262436 + 4825737559 = 6399999995 = 3200000000 * 2 - 5
+            long long nextInterval = 0;
+            if (i < LAPPD_PPS.size() - 1)
+            {
+                nextInterval = LAPPD_PPS.at(i + 1) / 3125 - thisPPS;
+                long long combinedMissingTicks = intervalTicks - (nextInterval + thisInterval) % intervalTicks;
+                if (combinedMissingTicks > -30 && combinedMissingTicks < 30)
+                {
+                    LAPPD_PPS_missing_ticks.push_back(combinedMissingTicks);
+                    PPS_tick_correction.push_back(combinedMissingTicks + sumOfPreviousMissingTicks);
+                    combined = true;
+                    cout << "Pushing PPS correction " << i << ", this PPS interval tick is " << thisInterval << ", missing ticks: " << thisMissingTicks << ", push missing " << LAPPD_PPS_missing_ticks.at(i) << ", push correction " << PPS_tick_correction.at(i) << endl;
+                    continue;
+                }
+            }
+
+            if (!combined)
+            {
+                LAPPD_PPS_missing_ticks.push_back(0);
+                PPS_tick_correction.push_back(sumOfPreviousMissingTicks);
+            }
+        }
+        cout << "Pushing PPS correction " << i << ", this PPS interval tick is " << thisInterval << ", missing ticks: " << thisMissingTicks << ", push missing " << LAPPD_PPS_missing_ticks.at(i) << ", push correction " << PPS_tick_correction.at(i) << endl;
+    }
+
+    // loop all data events, plus the offset, save the event time and beamgate time
+    // fing the closest CTC trigger, also save all information
+    for (int l = 0; l < LAPPDDataTimeStampUL.size(); l++)
+    {
+        ULong64_t TS_ns = LAPPDDataTimeStampUL.at(l) / 1000;
+        ULong64_t TS_truncated_ps = LAPPDDataTimeStampUL.at(l) % 1000;
+        ULong64_t BG_ns = LAPPDDataBeamgateUL.at(l) / 1000;
+        ULong64_t BG_truncated_ps = LAPPDDataBeamgateUL.at(l) % 1000;
+        ULong64_t driftCorrectionForTS = 0;
+        ULong64_t driftCorrectionForBG = 0;
+        if (drift != 0)
+        {
+            double driftScaling = TS_ns / trueInterval / 1000;
+            driftCorrectionForTS = static_cast<ULong64_t>(drift * driftScaling / 1000);
+            double driftScalingBG = BG_ns / trueInterval / 1000;
+            driftCorrectionForBG = static_cast<ULong64_t>(drift * driftScalingBG / 1000);
+        }
+        ULong64_t DriftCorrectedTS_ns = TS_ns + final_offset_ns + driftCorrectionForTS;
+        ULong64_t DriftCorrectedBG_ns = BG_ns + final_offset_ns + driftCorrectionForBG;
+        ULong64_t min_mean_dev_match = std::numeric_limits<ULong64_t>::max();
+        int matchedIndex = 0;
+        for (int c = 0; c < CTCTrigger.size(); c++)
+        {
+            ULong64_t CTCTrigger_ns = CTCTrigger.at(c);
+            Long64_t diff = CTCTrigger_ns - DriftCorrectedTS_ns;
+            if (diff < 0)
+                diff = -diff;
+            if (diff < min_mean_dev_match)
+            {
+                matchedIndex = c;
+                min_mean_dev_match = diff;
+            }
+        }
+
+        // check the position of beamgate and timestamp raw fall into which pps interval;
+        bool TSFound = false;
+        bool BGFound = false;
+        for (int i = 0; i < LAPPD_PPS.size() - 1; i++)
+        {
+            if (LAPPD_PPS.at(i) / 3125 < LAPPDDataTimeStampUL.at(l) / 3125 && LAPPD_PPS.at(i + 1) / 3125 > LAPPDDataTimeStampUL.at(l) / 3125)
+            {
+                TimeStamp_correction_tick.push_back(PPS_tick_correction.at(i)+1000);
+                TSFound = true;
+                break;
+            }
+        }
+        if (!TSFound && LAPPDDataTimeStampUL.at(l) / 3125 > LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125)
+        {
+            TimeStamp_correction_tick.push_back(PPS_tick_correction.at(LAPPD_PPS.size() - 1)+1000);
+            TSFound = true;
+        }
+        if (!TSFound && LAPPDDataTimeStampUL.at(l) / 3125 < LAPPD_PPS.at(0) / 3125)
+        {
+            TimeStamp_correction_tick.push_back(0+1000);
+            TSFound = true;
+        }
+
+        for (int i = 0; i < LAPPD_PPS.size() - 1; i++)
+        {
+            if (LAPPD_PPS.at(i) / 3125 < LAPPDDataBeamgateUL.at(l) / 3125 && LAPPD_PPS.at(i + 1) / 3125 > LAPPDDataBeamgateUL.at(l) / 3125)
+            {
+                BeamGate_correction_tick.push_back(PPS_tick_correction.at(i)+1000);
+                BGFound = true;
+                cout << "Normal push: BGraw = " << LAPPDDataBeamgateUL.at(l) / 3125 << ", pps = " << LAPPD_PPS.at(i) << ", pps/3125 = " << LAPPD_PPS.at(i) / 3125 << endl;
+                if(LAPPD_PPS_interval_ticks.at(i) != intervalTicks)
+                {
+                    cout << "Warning: PPS interval is not " << intervalTicks << " at index " << i << ", it is " << LAPPD_PPS_interval_ticks.at(i) << endl;
+                }
+                break;
+            }
+        }
+        if (!BGFound && LAPPDDataBeamgateUL.at(l) / 3125 > LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125)
+        {
+            BeamGate_correction_tick.push_back(PPS_tick_correction.at(LAPPD_PPS.size() - 1)+1000);
+            cout << "BGraw = " << LAPPDDataBeamgateUL.at(l) / 3125 << ", pps = " << LAPPD_PPS.at(LAPPD_PPS.size() - 1) << ", pps/3125 = " << LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125 << endl;
+            BGFound = true;
+        }
+        if (!BGFound && LAPPDDataBeamgateUL.at(l) / 3125 < LAPPD_PPS.at(0) / 3125)
+        {
+            BeamGate_correction_tick.push_back(0+1000);
+            cout << "BGraw less than pps0" << endl;
+            BGFound = true;
+        }
+        if (!TSFound || !BGFound)
+        {
+            cout << "Error: PPS not found for event " << l << ", TSFound: " << TSFound << ", BGFound: " << BGFound << endl;
+        }
+        /*
+        cout << "******Found result:" << endl;
+        cout << "LAPPDDataTimeStampUL.at(" << l << "): " << LAPPDDataTimeStampUL.at(l)/3125 << endl;
+        cout << "LAPPDDataBeamgateUL.at(" << l << "): " << LAPPDDataBeamgateUL.at(l)/3125 << endl;
+        cout << "TS_ns: " << TS_ns << endl;
+        cout << "BG_ns: " << BG_ns << endl;
+        cout << "final_offset_ns: " << final_offset_ns << endl;
+        cout << "drift: " << drift << endl;
+        cout << "TS driftscaling: " << TS_ns / trueInterval / 1000 << endl;
+        cout << "DriftCorrectedTS_ns: " << DriftCorrectedTS_ns << endl;
+        cout << "TS_truncated_ps: " << TS_truncated_ps << endl;
+        cout << "DriftCorrectedBG_ns: " << DriftCorrectedBG_ns << endl;
+        cout << "BG_truncated_ps: " << BG_truncated_ps << endl;
+        cout << "Found min_mean_dev_match: " << min_mean_dev_match << endl;
+        cout << "MatchedIndex: " << matchedIndex << endl;
+        cout << "CTCTrigger.at(" << matchedIndex << "): " << CTCTrigger.at(matchedIndex) << endl;
+        cout << "BeamGate_correction_tick at " << l << ": " << BeamGate_correction_tick.at(l) << endl;
+        cout << "TimeStamp_correction_tick at " << l << ": " << TimeStamp_correction_tick.at(l) << endl;
+        */
+
+        TimeStampRaw.push_back(LAPPDDataTimeStampUL.at(l) / 3125);
+        BeamGateRaw.push_back(LAPPDDataBeamgateUL.at(l) / 3125);
+        TimeStamp_ns.push_back(DriftCorrectedTS_ns);
+        BeamGate_ns.push_back(DriftCorrectedBG_ns);
+        TimeStamp_ps.push_back(TS_truncated_ps);
+        BeamGate_ps.push_back(BG_truncated_ps);
+        EventIndex.push_back(l);
+        EventDeviation_ns.push_back(min_mean_dev_match);
+        // to get ps, should minus the TS_truncated_ps
+        CTCTriggerIndex.push_back(matchedIndex);
+        CTCTriggerTimeStamp_ns.push_back(CTCTrigger.at(matchedIndex));
+    }
+    ULong64_t totalEventNumber = LAPPDDataTimeStampUL.size();
+    ULong64_t gotOrphanCount_out = gotOrphanCount;
+    ULong64_t gotMin_mean_dev_noOrphan_out = gotMin_mean_dev_noOrphan;
+    ULong64_t increament_times_out = increament_times;
+    ULong64_t min_mean_dev_out = min_mean_dev;
+    ULong64_t final_i_out = final_i;
+    ULong64_t final_j_out = final_j;
+    ULong64_t drift_out = drift;
+
+    vector<ULong64_t> FitInfo = {final_offset_ns, final_offset_ps_negative, gotOrphanCount_out, gotMin_mean_dev_noOrphan_out, increament_times_out, min_mean_dev_out, final_i_out, final_j_out, totalEventNumber, drift_out};
+
+    vector<vector<ULong64_t>> Result = {FitInfo, TimeStampRaw, BeamGateRaw, TimeStamp_ns, BeamGate_ns, TimeStamp_ps, BeamGate_ps, EventIndex, EventDeviation_ns, CTCTriggerIndex, CTCTriggerTimeStamp_ns, BeamGate_correction_tick, TimeStamp_correction_tick, LAPPD_PPS_interval_ticks};
+    return Result;
+}
+
+vector<vector<ULong64_t>> fitInPartFile(TTree *lappdTree, TTree *triggerTree, int runNumber, int subRunNumber, int partFileNumber, int LAPPD_ID, int fitTargetTriggerWord, bool triggerGrouped, int intervalInSecond)
+{
+    cout << "***************************************" << endl;
+    cout << "Fitting in run " << runNumber << ", sub run " << subRunNumber << ", part file " << partFileNumber << " for LAPPD ID " << LAPPD_ID << endl;
+
+    vector<ULong64_t> LAPPD_PPS0;
+    vector<ULong64_t> LAPPD_PPS1;
+    vector<ULong64_t> LAPPDDataTimeStampUL;
+    vector<ULong64_t> LAPPDDataBeamgateUL;
+
+    vector<ULong64_t> CTCTargetTimeStamp;
+    vector<ULong64_t> CTCPPSTimeStamp;
+
+    int LAPPD_ID_inTree;
+    int runNumber_inTree;
+    int subRunNumber_inTree;
+    int partFileNumber_inTree;
+
+    ULong64_t ppsTime0;
+    ULong64_t ppsTime1;
+    ULong64_t LAPPDTimeStampUL;
+    ULong64_t LAPPDBeamgateUL;
+    ULong64_t LAPPDDataTimestamp;
+    ULong64_t LAPPDDataBeamgate;
+    double LAPPDDataTimestampFloat;
+    double LAPPDDataBeamgateFloat;
+
+    vector<uint32_t> *CTCTriggerWord = nullptr;
+    ULong64_t CTCTimeStamp;
+    vector<uint32_t> *groupedTriggerWords = nullptr;
+    vector<ULong64_t> *groupedTriggerTimestamps = nullptr;
+
+    lappdTree->SetBranchAddress("RunNumber", &runNumber_inTree);
+    lappdTree->SetBranchAddress("SubRunNumber", &subRunNumber_inTree);
+    lappdTree->SetBranchAddress("PartFileNumber", &partFileNumber_inTree);
+    lappdTree->SetBranchAddress("LAPPD_ID", &LAPPD_ID_inTree);
+    lappdTree->SetBranchAddress("LAPPDDataTimeStampUL", &LAPPDTimeStampUL);
+    lappdTree->SetBranchAddress("LAPPDDataBeamgateUL", &LAPPDBeamgateUL);
+    lappdTree->SetBranchAddress("LAPPDDataTimestamp", &LAPPDDataTimestamp);
+    lappdTree->SetBranchAddress("LAPPDDataBeamgate", &LAPPDDataBeamgate);
+    lappdTree->SetBranchAddress("LAPPDDataTimestampFloat", &LAPPDDataTimestampFloat);
+    lappdTree->SetBranchAddress("LAPPDDataBeamgateFloat", &LAPPDDataBeamgateFloat);
+    lappdTree->SetBranchAddress("ppsTime0", &ppsTime0);
+    lappdTree->SetBranchAddress("ppsTime1", &ppsTime1);
+
+    // triggerTree->Print();
+    triggerTree->SetBranchAddress("RunNumber", &runNumber_inTree);
+    triggerTree->SetBranchAddress("SubRunNumber", &subRunNumber_inTree);
+    triggerTree->SetBranchAddress("PartFileNumber", &partFileNumber_inTree);
+    if (triggerGrouped)
+    {
+        triggerTree->SetBranchAddress("gTrigWord", &groupedTriggerWords);
+        triggerTree->SetBranchAddress("gTrigTime", &groupedTriggerTimestamps);
+    }
+    else
+    {
+        triggerTree->SetBranchAddress("CTCTriggerWord", &CTCTriggerWord);
+        triggerTree->SetBranchAddress("CTCTimeStamp", &CTCTimeStamp);
+    }
+
+    int l_nEntries = lappdTree->GetEntries();
+    int t_nEntries = triggerTree->GetEntries();
+    int repeatedPPSNumber0 = -1;
+    int repeatedPPSNumber1 = -1;
+
+    // 5. loop TimeStamp tree
+    for (int i = 0; i < l_nEntries; i++)
+    {
+        lappdTree->GetEntry(i);
+        // if(i<100)
+        //     cout<<"LAPPD_ID_inTree: "<<LAPPD_ID_inTree<<", runNumber_inTree: "<<runNumber_inTree<<", subRunNumber_inTree: "<<subRunNumber_inTree<<", partFileNumber_inTree: "<<partFileNumber_inTree<<endl;
+        //     cout<<"LAPPD_ID: "<<LAPPD_ID<<", runNumber: "<<runNumber<<", subRunNumber: "<<subRunNumber<<", partFileNumber: "<<partFileNumber<<endl;
+        if (LAPPD_ID_inTree == LAPPD_ID && runNumber_inTree == runNumber && subRunNumber_inTree == subRunNumber && partFileNumber_inTree == partFileNumber)
+        {
+            if (LAPPDTimeStampUL != 0)
+            {
+                cout << "In unit of 1ps, after conversion and saving, LAPPDTimeStampUL: " << LAPPDTimeStampUL * 1000 / 8 * 25 << ", LAPPDBeamgateUL: " << LAPPDBeamgateUL * 1000 / 8 * 25 << endl;
+                cout << "In second, use double, Timestamp: " << static_cast<double>(LAPPDTimeStampUL * 1000 / 8 * 25) / 1E9 / 1000 << ", Beamgate: " << static_cast<double>(LAPPDBeamgateUL * 1000 / 8 * 25) / 1E9 / 1000 << endl;
+                LAPPDDataTimeStampUL.push_back(LAPPDTimeStampUL * 1000 / 8 * 25);
+                LAPPDDataBeamgateUL.push_back(LAPPDBeamgateUL * 1000 / 8 * 25);
+                /*
+                cout << "LAPPDDataTimestamp: " << LAPPDDataTimestamp << ", LAPPDDataBeamgate: " << LAPPDDataBeamgate << endl;
+                cout << "LAPPDDataTimestampFloat: " << LAPPDDataTimestampFloat << ", LAPPDDataBeamgateFloat: " << LAPPDDataBeamgateFloat << endl;
+                ULong64_t ULTS = LAPPDTimeStampUL*1000/8*25;
+                double DTS = static_cast<double>(LAPPDDataTimestamp);
+                double plusDTS = DTS + LAPPDDataTimestampFloat;
+                ULong64_t ULBG = LAPPDBeamgateUL*1000/8*25;
+                double DBG = static_cast<double>(LAPPDDataBeamgate);
+                double plusDBG = DBG + LAPPDDataBeamgateFloat;
+                cout << std::fixed << " ULTS: " << ULTS << ", DTS: " << DTS << ", plusDTS: " << plusDTS << endl;
+                cout << std::fixed << " ULBG: " << ULBG << ", DBG: " << DBG << ", plusDBG: " << plusDBG << endl;
+                cout << endl;
+                */
+            }
+            else if (LAPPDTimeStampUL == 0)
+            {
+                // cout << "ppsTime0: " << ppsTime0 << ", ppsTime1: " << ppsTime1 << endl;
+                if (LAPPD_PPS0.size() == 0)
+                    LAPPD_PPS0.push_back(ppsTime0 * 1000 / 8 * 25);
+                if (LAPPD_PPS1.size() == 0)
+                    LAPPD_PPS1.push_back(ppsTime1 * 1000 / 8 * 25);
+                if (LAPPD_PPS0.size() > 0 && ppsTime0 * 1000 / 8 * 25 != LAPPD_PPS0.at(LAPPD_PPS0.size() - 1))
+                    LAPPD_PPS0.push_back(ppsTime0 * 1000 / 8 * 25);
+                else
+                    repeatedPPSNumber0 += 1;
+                if (LAPPD_PPS1.size() > 0 && ppsTime1 * 1000 / 8 * 25 != LAPPD_PPS1.at(LAPPD_PPS1.size() - 1))
+                    LAPPD_PPS1.push_back(ppsTime1 * 1000 / 8 * 25);
+                else
+                    repeatedPPSNumber1 += 1;
+            }
+        }
+    }
+    cout << "repeatedPPSNumber0: " << repeatedPPSNumber0 << ", loaded PPS0 size: " << LAPPD_PPS0.size() << endl;
+    cout << "repeatedPPSNumber1: " << repeatedPPSNumber1 << ", loaded PPS1 size: " << LAPPD_PPS1.size() << endl;
+
+    // 6. loop Trig (or GTrig) tree
+    for (int i = 0; i < t_nEntries; i++)
+    {
+        triggerTree->GetEntry(i);
+        if (runNumber_inTree == runNumber && subRunNumber_inTree == subRunNumber && partFileNumber_inTree == partFileNumber)
+        {
+            // cout<<"triggerGrouped: "<<triggerGrouped<<", fitTargetTriggerWord: "<<fitTargetTriggerWord<<endl;
+            if (triggerGrouped)
+            {
+                for (int j = 0; j < groupedTriggerWords->size(); j++)
+                {
+                    // cout<<"At j = "<<j<<",finding groupedTriggerWords: "<<groupedTriggerWords->at(j)<<", fitTargetTriggerWord: "<<fitTargetTriggerWord<<endl;
+                    if (groupedTriggerWords->at(j) == fitTargetTriggerWord)
+                        CTCTargetTimeStamp.push_back(groupedTriggerTimestamps->at(j));
+                    if (groupedTriggerWords->at(j) == 32)
+                        CTCPPSTimeStamp.push_back(groupedTriggerTimestamps->at(j));
+                }
+            }
+            else
+            {
+                for (int j = 0; j < CTCTriggerWord->size(); j++)
+                {
+                    if (CTCTriggerWord->at(j) == fitTargetTriggerWord)
+                        CTCTargetTimeStamp.push_back(CTCTimeStamp);
+                    if (CTCTriggerWord->at(j) == 32)
+                        CTCPPSTimeStamp.push_back(CTCTimeStamp);
+                }
+            }
+        }
+    }
+    cout << "Vector for partfile " << partFileNumber << " for LAPPD ID " << LAPPD_ID << " loaded." << endl;
+    cout << "LAPPDDataTimeStampUL in ps size: " << LAPPDDataTimeStampUL.size() << endl;
+    cout << "LAPPDDataBeamgateUL in ps size: " << LAPPDDataBeamgateUL.size() << endl;
+    cout << "LAPPD_PPS0 size: " << LAPPD_PPS0.size() << endl;
+    cout << "LAPPD_PPS1 size: " << LAPPD_PPS1.size() << endl;
+    cout << "CTCTargetTimeStamp size: " << CTCTargetTimeStamp.size() << endl;
+    cout << "CTCPPSTimeStamp size: " << CTCPPSTimeStamp.size() << endl;
+    // 7. Find the number of resets in LAPPD PPS:
+    int LAPPDDataFitStopIndex = 0;
+    int resetNumber = 0;
+    // first check is there a reset, if no, set the LAPPDDataFitStopIndex to the size of LAPPDDataTimeStampUL
+    // if all PPS in this part file was increamented, then there is no reset
+    for (int i = 1; i < LAPPD_PPS0.size(); i++)
+    {
+        if (LAPPD_PPS0[i] < LAPPD_PPS0[i - 1])
+        {
+            resetNumber += 1;
+            cout << "For LAPPD ID " << LAPPD_ID << ", run number " << runNumber << ", sub run number " << subRunNumber << ", part file number " << partFileNumber << ", reset "
+                 << " found at PPS_ACDC0 index " << i << endl;
+            break;
+        }
+    }
+    for (int i = 1; i < LAPPD_PPS1.size(); i++)
+    {
+        if (LAPPD_PPS1[i] < LAPPD_PPS1[i - 1])
+        {
+            resetNumber += 1;
+            cout << "For LAPPD ID " << LAPPD_ID << ", run number " << runNumber << ", sub run number " << subRunNumber << ", part file number " << partFileNumber << ", reset "
+                 << " found at PPS_ACDC1 index " << i << endl;
+            break;
+        }
+    }
+    if (resetNumber == 0)
+        cout << "For LAPPD ID " << LAPPD_ID << ", run number " << runNumber << ", sub run number " << subRunNumber << ", part file number " << partFileNumber << ", no reset found." << endl;
+
+    // if reset found, loop the timestamp in order to find the LAPPDDataFitStopIndex
+    //
+    if (resetNumber != 0)
+    {
+        for (int i = 1; i < LAPPDDataTimeStampUL.size(); i++)
+        {
+            if (LAPPDDataTimeStampUL[i] < LAPPDDataTimeStampUL[i - 1])
+            {
+                LAPPDDataFitStopIndex = i - 1;
+                break;
+            }
+        }
+        // TODO: extend this to later offsets
+    }
+    // 8. Use the target trigger word, fit the offset
+    // TODO: fit for each reset
+    vector<vector<ULong64_t>> ResultTotal;
+    if (LAPPDDataTimeStampUL.size() == LAPPDDataBeamgateUL.size())
+    {
+        vector<vector<ULong64_t>> ResultACDC0 = fitInThisReset(LAPPDDataTimeStampUL, LAPPDDataBeamgateUL, LAPPD_PPS0, fitTargetTriggerWord, CTCTargetTimeStamp, CTCPPSTimeStamp, intervalInSecond * 1E9 * 1000);
+        vector<vector<ULong64_t>> ResultACDC1 = fitInThisReset(LAPPDDataTimeStampUL, LAPPDDataBeamgateUL, LAPPD_PPS1, fitTargetTriggerWord, CTCTargetTimeStamp, CTCPPSTimeStamp, intervalInSecond * 1E9 * 1000);
+
+        // 9. save the offset for this LAPPD ID, run number, part file number, index, reset number.
+
+        cout << "Fitting in part file " << partFileNumber << " for LAPPD ID " << LAPPD_ID << " done." << endl;
+
+        // Combine ResultACDC0 and ResultACDC1 to ResultTotal
+        for (int i = 0; i < ResultACDC0.size(); i++)
+        {
+            ResultTotal.push_back(ResultACDC0[i]);
+        }
+        for (int i = 0; i < ResultACDC1.size(); i++)
+        {
+            ResultTotal.push_back(ResultACDC1[i]);
+        }
+    }
+    return ResultTotal;
+}
+
+void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool triggerGrouped, int intervalInSecond, int processPFNumber)
+{
+    // 1. load LAPPDTree.root
+    const string file = fileName;
+    TFile *f = new TFile(file.c_str(), "READ");
+    if (!f->IsOpen())
+    {
+        std::cerr << "Error: cannot open file " << file << std::endl;
+        return;
+    }
+
+    std::cout << "Opened file " << file << std::endl;
+
+    std::ofstream outputOffset("offset.txt");
+
+    outputOffset << "runNumber"
+                 << "\t"
+                 << "subRunNumber"
+                 << "\t"
+                 << "partFileNumber"
+                 << "\t"
+                 << "resetNumber"
+                 << "\t"
+                 << "LAPPD_ID"
+                 << "\t"
+                 << "offset_ACDC0_ns"
+                 << "\t"
+                 << "offset_ACDC1_ns"
+                 << "\t"
+                 << "offset_ACDC0_ps_negative"
+                 << "\t"
+                 << "offset_ACDC1_ps_negative"
+                 << "\t"
+                 << "gotOrphanCount_ACDC0"
+                 << "\t"
+                 << "gotOrphanCount_ACDC1"
+                 << "\t"
+                 << "EventNumInThisPartFile"
+                 << "\t"
+                 << "min_mean_dev_noOrphan_ACDC0"
+                 << "\t"
+                 << "min_mean_dev_noOrphan_ACDC1"
+                 << "\t"
+                 << "increament_times_ACDC0"
+                 << "\t"
+                 << "increament_times_ACDC1"
+                 << "\t"
+                 << "min_mean_dev_ACDC0"
+                 << "\t"
+                 << "min_mean_dev_ACDC1"
+                 << std::endl;
+
+    // 2. load TimeStamp tree, get run number and part file number
+    TTree *TSTree = (TTree *)f->Get("TimeStamp");
+    TTree *CTCTree = (TTree *)f->Get("Trig");
+    TTree *GCTCTree = (TTree *)f->Get("GTrig");
+    int runNumber;
+    int subRunNumber;
+    int partFileNumber;
+    int LAPPD_ID;
+    ULong64_t ppsCount0;
+    TSTree->SetBranchAddress("RunNumber", &runNumber);
+    TSTree->SetBranchAddress("SubRunNumber", &subRunNumber);
+    TSTree->SetBranchAddress("PartFileNumber", &partFileNumber);
+    TSTree->SetBranchAddress("LAPPD_ID", &LAPPD_ID);
+    TSTree->SetBranchAddress("ppsCount0", &ppsCount0);
+    std::vector<vector<int>> loopInfo;
+    int nEntries = TSTree->GetEntries();
+    for (int i = 0; i < nEntries; i++)
+    {
+        TSTree->GetEntry(i);
+        // if this entry is PPS event, continue.
+        if (ppsCount0 != 0)
+            continue;
+        vector<int> info = {runNumber, subRunNumber, partFileNumber, LAPPD_ID};
+        // find if this info is already in loopInfo
+        bool found = std::find_if(loopInfo.begin(), loopInfo.end(), [&info](const std::vector<int> &vec)
+                                  {
+                                      return vec == info; // compare vec and info
+                                  }) != loopInfo.end();   // if find_if doesn't return end，found
+
+        if (!found)
+            loopInfo.push_back(info);
+    }
+
+    // 3. for each unique run number and part file number
+    // 4. in this file, for each LAPPD ID
+    // do fit:
+    std::map<string, vector<vector<ULong64_t>>> ResultMap;
+    std::vector<vector<int>>::iterator it;
+    int pfNumber = 0;
+    for (it = loopInfo.begin(); it != loopInfo.end(); it++)
+    {
+        int runNumber = (*it)[0];
+        int subRunNumber = (*it)[1];
+        int partFileNumber = (*it)[2];
+        int LAPPD_ID = (*it)[3];
+        if (processPFNumber != 0)
+        {
+            if (pfNumber >= processPFNumber)
+                break;
+        }
+
+        vector<vector<ULong64_t>> Result;
+        if (!triggerGrouped)
+        { // cout<<"trigger not grouped"<<endl;
+            Result = fitInPartFile(TSTree, CTCTree, runNumber, subRunNumber, partFileNumber, LAPPD_ID, fitTargetTriggerWord, triggerGrouped, intervalInSecond);
+        }
+        else
+
+        { // cout<<"trigger grouped"<<endl;
+            Result = fitInPartFile(TSTree, GCTCTree, runNumber, subRunNumber, partFileNumber, LAPPD_ID, fitTargetTriggerWord, triggerGrouped, intervalInSecond);
+        }
+        // Combine the *it to a string, and save the result to ResultMap
+        string key = std::to_string(runNumber) + "_" + std::to_string(subRunNumber) + "_" + std::to_string(partFileNumber) + "_" + std::to_string(LAPPD_ID);
+        ResultMap[key] = Result;
+        pfNumber++;
+    }
+
+    /*
+        vector<vector<ULong64_t>> Result = {FitInfo, TimeStampRaw, BeamGateRaw, TimeStamp_ns, BeamGate_ns, TimeStamp_ps, BeamGate_ps, EventIndex, EventDeviation_ns, CTCTriggerIndex, CTCTriggerTimeStamp_ns,BeamGate_correction_tick,TimeStamp_correction_tick};
+        vector<ULong64_t> FitInfo = {final_offset_ns, final_offset_ps_negative, gotOrphanCount, gotMin_mean_dev_noOrphan, increament_times, min_mean_dev, final_i, final_j, totalEventNumber};
+        vector<ULong64_t> TimeStampRaw;
+        vector<ULong64_t> BeamGateRaw;
+        vector<ULong64_t> TimeStamp_ns;
+        vector<ULong64_t> BeamGate_ns;
+        vector<ULong64_t> TimeStamp_ps;
+        vector<ULong64_t> BeamGate_ps;
+        vector<ULong64_t> EventIndex;
+        vector<ULong64_t> EventDeviation_ns;
+        vector<ULong64_t> CTCTriggerIndex;
+        vector<ULong64_t> CTCTriggerTimeStamp_ns;
+        vector<ULong64_t> BeamGate_correction_tick;
+        vector<ULong64_t> TimeStamp_correction_tick;
+    */
+    // Loop the ResultMap, save the result to a root tree in a root file
+    cout << "Start saving the result to root file and txt file..." << endl;
+    TFile *fOut = new TFile("offsetFitResult.root", "RECREATE");
+    TTree *tOut = new TTree("Events", "Events");
+    int runNumber_out;
+    int subRunNumber_out;
+    int partFileNumber_out;
+    int LAPPD_ID_out;
+    ULong64_t EventIndex;
+    ULong64_t EventNumberInThisPartFile;
+    ULong64_t final_offset_ns_0;
+    ULong64_t final_offset_ns_1;
+    ULong64_t final_offset_ps_negative_0;
+    ULong64_t final_offset_ps_negative_1;
+    ULong64_t gotOrphanCount_0;
+    ULong64_t gotOrphanCount_1;
+    ULong64_t gotMin_mean_dev_noOrphan_0;
+    ULong64_t gotMin_mean_dev_noOrphan_1;
+    ULong64_t increament_times_0;
+    ULong64_t increament_times_1;
+    ULong64_t min_mean_dev_0;
+    ULong64_t min_mean_dev_1;
+    ULong64_t TimeStampRaw;
+    ULong64_t BeamGateRaw;
+    ULong64_t TimeStamp_ns;
+    ULong64_t BeamGate_ns;
+    ULong64_t TimeStamp_ps;
+    ULong64_t BeamGate_ps;
+    ULong64_t EventDeviation_ns_0;
+    ULong64_t EventDeviation_ns_1;
+    ULong64_t CTCTriggerIndex;
+    ULong64_t CTCTriggerTimeStamp_ns;
+    long long BGMinusTrigger_ns;
+    long long BGCorrection_tick;
+    long long TSCorrection_tick;
+    ULong64_t LAPPD_PPS_interval_ticks;
+    tOut->Branch("runNumber", &runNumber_out, "runNumber/I");
+    tOut->Branch("subRunNumber", &subRunNumber_out, "subRunNumber/I");
+    tOut->Branch("partFileNumber", &partFileNumber_out, "partFileNumber/I");
+    tOut->Branch("LAPPD_ID", &LAPPD_ID_out, "LAPPD_ID/I");
+    tOut->Branch("EventIndex", &EventIndex, "EventIndex/l");
+    tOut->Branch("EventNumInThisPF", &EventNumberInThisPartFile, "EventNumInThisPF/l");
+    tOut->Branch("final_offset_ns_0", &final_offset_ns_0, "final_offset_ns_0/l");
+    tOut->Branch("final_offset_ns_1", &final_offset_ns_1, "final_offset_ns_1/l");
+    tOut->Branch("final_offset_ps_negative_0", &final_offset_ps_negative_0, "final_offset_ps_negative_0/l");
+    tOut->Branch("final_offset_ps_negative_1", &final_offset_ps_negative_1, "final_offset_ps_negative_1/l");
+    tOut->Branch("gotOrphanCount_0", &gotOrphanCount_0, "gotOrphanCount_0/l");
+    tOut->Branch("gotOrphanCount_1", &gotOrphanCount_1, "gotOrphanCount_1/l");
+    tOut->Branch("gotMin_mean_dev_noOrphan_0", &gotMin_mean_dev_noOrphan_0, "gotMin_mean_dev_noOrphan_0/l");
+    tOut->Branch("gotMin_mean_dev_noOrphan_1", &gotMin_mean_dev_noOrphan_1, "gotMin_mean_dev_noOrphan_1/l");
+    tOut->Branch("increament_times_0", &increament_times_0, "increament_times_0/l");
+    tOut->Branch("increament_times_1", &increament_times_1, "increament_times_1/l");
+    tOut->Branch("min_mean_dev_0", &min_mean_dev_0, "min_mean_dev_0/l");
+    tOut->Branch("min_mean_dev_1", &min_mean_dev_1, "min_mean_dev_1/l");
+    tOut->Branch("TimeStampRaw", &TimeStampRaw, "TimeStampRaw/l");
+    tOut->Branch("BeamGateRaw", &BeamGateRaw, "BeamGateRaw/l");
+    tOut->Branch("TimeStamp_ns", &TimeStamp_ns, "TimeStamp_ns/l");
+    tOut->Branch("BeamGate_ns", &BeamGate_ns, "BeamGate_ns/l");
+    tOut->Branch("TimeStamp_ps", &TimeStamp_ps, "TimeStamp_ps/l");
+    tOut->Branch("BeamGate_ps", &BeamGate_ps, "BeamGate_ps/l");
+    tOut->Branch("EventDeviation_ns_0", &EventDeviation_ns_0, "EventDeviation_ns_0/l");
+    tOut->Branch("EventDeviation_ns_1", &EventDeviation_ns_1, "EventDeviation_ns_1/l");
+    tOut->Branch("CTCTriggerIndex", &CTCTriggerIndex, "CTCTriggerIndex/l");
+    tOut->Branch("CTCTriggerTimeStamp_ns", &CTCTriggerTimeStamp_ns, "CTCTriggerTimeStamp_ns/l");
+    tOut->Branch("BGMinusTrigger_ns", &BGMinusTrigger_ns, "BGMinusTrigger_ns/L");
+    tOut->Branch("BGCorrection_tick", &BGCorrection_tick, "BGCorrection_tick/l");
+    tOut->Branch("TSCorrection_tick", &TSCorrection_tick, "TSCorrection_tick/l");
+    tOut->Branch("LAPPD_PPS_interval_ticks", &LAPPD_PPS_interval_ticks, "LAPPD_PPS_interval_ticks/l");
+    std::ofstream outputEvents("outputEvents.txt");
+    for (auto it = ResultMap.begin(); it != ResultMap.end(); it++)
+    {
+        string key = it->first;
+        vector<vector<ULong64_t>> Result = it->second;
+
+        runNumber_out = std::stoi(key.substr(0, key.find("_")));
+        subRunNumber_out = std::stoi(key.substr(key.find("_") + 1, key.find("_", key.find("_") + 1) - key.find("_") - 1));
+        partFileNumber_out = std::stoi(key.substr(key.find("_", key.find("_") + 1) + 1, key.find("_", key.find("_", key.find("_") + 1) + 1) - key.find("_", key.find("_") + 1) - 1));
+        LAPPD_ID_out = std::stoi(key.substr(key.find("_", key.find("_", key.find("_") + 1) + 1) + 1, key.size() - key.find("_", key.find("_", key.find("_") + 1) + 1) - 1));
+        final_offset_ns_0 = Result[0][0];
+        final_offset_ns_1 = Result[14][0];
+        final_offset_ps_negative_0 = Result[0][1];
+        final_offset_ps_negative_1 = Result[14][1];
+        gotOrphanCount_0 = Result[0][2];
+        gotOrphanCount_1 = Result[14][2];
+        gotMin_mean_dev_noOrphan_0 = Result[0][3];
+        gotMin_mean_dev_noOrphan_1 = Result[14][3];
+        increament_times_0 = Result[0][4];
+        increament_times_1 = Result[14][4];
+        min_mean_dev_0 = Result[0][5];
+        min_mean_dev_1 = Result[14][5];
+        EventNumberInThisPartFile = Result[0][8];
+
+        for (int j = 0; j < Result[1].size(); j++)
+        {
+            long long BGTdiff = Result[4][j] - Result[10][j] - 325250;
+            // cout<<"BGTDiff: "<<BGTdiff<<endl;
+            // cout<<"Saving BeamGate_ns = "<<Result[4][j]<<", CTCTriggerTimeStamp_ns = "<<Result[10][j]<<", with BG-T-325250= "<<BGTdiff<<", at partFileNumber "<<partFileNumber_out<<", EventIndex = "<<Result[7][j]<<", j = "<<j<<endl;
+            outputEvents << fixed << Result[3][j] << " " << Result[5][j] << " " << Result[4][j] << " " << Result[6][j] << " " << Result[10][j] << " " << BGTdiff << " " << partFileNumber_out << " " << Result[7][j] << " " << Result[11][j] << " " << Result[12][j] << " "<< Result[13][j]<<std::endl;
+            EventIndex = Result[7][j];
+            TimeStampRaw = Result[1][j];
+            BeamGateRaw = Result[2][j];
+            TimeStamp_ns = Result[3][j];
+            BeamGate_ns = Result[4][j];
+            TimeStamp_ps = Result[5][j];
+            BeamGate_ps = Result[6][j];
+            CTCTriggerIndex = Result[9][j];
+            CTCTriggerTimeStamp_ns = Result[10][j];
+            EventDeviation_ns_0 = Result[8][j];
+            EventDeviation_ns_1 = Result[20][j];
+            BGMinusTrigger_ns = BGTdiff;
+            BGCorrection_tick = Result[11][j];
+            TSCorrection_tick = Result[12][j];
+            LAPPD_PPS_interval_ticks = Result[13][j];
+            tOut->Fill();
+        }
+        outputOffset << runNumber_out << "\t" << subRunNumber_out << "\t" << partFileNumber_out << "\t" << 0 << "\t" << LAPPD_ID_out << "\t" << final_offset_ns_0 << "\t" << final_offset_ns_1 << "\t" << final_offset_ps_negative_0 << "\t" << final_offset_ps_negative_1 << "\t" << gotOrphanCount_0 << "\t" << gotOrphanCount_1 << "\t" << EventNumberInThisPartFile << "\t" << gotMin_mean_dev_noOrphan_0 << "\t" << gotMin_mean_dev_noOrphan_1 << "\t" << increament_times_0 << "\t" << increament_times_1 << "\t" << min_mean_dev_0 << "\t" << min_mean_dev_1 << std::endl;
+    }
+    outputOffset.close();
+    fOut->cd();
+    tOut->Write();
+    fOut->Close();
+    cout << "Result saved." << endl;
+}

From c5bcf3218f52cc25275d0872dcdc8052f0ea2c56 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Sat, 1 Jun 2024 12:54:32 -0500
Subject: [PATCH 033/163]  Changes to be committed: 	modified:  
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp 	modified:  
 configfiles/LoadGeometry/ChannelSPEGains2023.csv

---
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp      | 8 ++++----
 configfiles/LoadGeometry/ChannelSPEGains2023.csv | 1 +
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index 779a106d2..f067f4461 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -299,10 +299,10 @@ bool LAPPDLoadStore::Execute()
 
 bool LAPPDLoadStore::Finalise()
 {
-    cout << "Got pps event in total: " << PPSnumber << endl;
-    cout << "Got error events in total: " << errorEventsNumber << endl;
-    cout << "Got non empty events in total: " << NonEmptyEvents << endl;
-    cout << "Got event in total: " << eventNo << endl;
+    cout << "LAPPDLoadStore: Got pps event in total: " << PPSnumber << endl;
+    cout << "LAPPDLoadStore: Got error events in total: " << errorEventsNumber << endl;
+    cout << "LAPPDLoadStore: Got non empty events in total: " << NonEmptyEvents << endl;
+    cout << "LAPPDLoadStore: Got event in total: " << eventNo << endl;
     return true;
 }
 
diff --git a/configfiles/LoadGeometry/ChannelSPEGains2023.csv b/configfiles/LoadGeometry/ChannelSPEGains2023.csv
index a54a43f7b..e0dcfa7cf 100644
--- a/configfiles/LoadGeometry/ChannelSPEGains2023.csv
+++ b/configfiles/LoadGeometry/ChannelSPEGains2023.csv
@@ -79,6 +79,7 @@
 413,0.001499
 414,0.001488
 415,0.001217
+416,0.0
 417,0.001468
 418,0.001457
 419,0.001248

From 4cfb254d8e847091852a08c9b93633d06abe03b8 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Wed, 5 Jun 2024 14:32:42 -0500
Subject: [PATCH 034/163] Add more pairing oprion to EBLAPPD, EBMRD, add muni
 trigger to EBTriggerGrouper

 Changes to be committed:
	modified:   UserTools/ClusterFinder/ClusterFinder.cpp
	modified:   UserTools/EBLAPPD/EBLAPPD.cpp
	modified:   UserTools/EBMRD/EBMRD.cpp
	modified:   UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
	modified:   UserTools/EBTriggerGrouper/EBTriggerGrouper.h
	modified:   UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
	modified:   configfiles/BeamClusterAnalysis/ClusterClassifiersConfig
	modified:   configfiles/BeamClusterAnalysis/ClusterFinderConfig
	new file:   configfiles/BeamClusterAnalysis/ClusterFinderConfig_default
	modified:   configfiles/BeamClusterAnalysis/EventSelectorConfig
	modified:   configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
	modified:   configfiles/BeamClusterAnalysis/my_inputs.txt
	modified:   configfiles/EventBuilder/ANNIEEventBuilderConfig
	modified:   configfiles/EventBuilder/LoadRawDataConfig
	modified:   configfiles/EventBuilder/MRDDataDecoderConfig
	modified:   configfiles/EventBuilder/my_files.txt
---
 UserTools/ClusterFinder/ClusterFinder.cpp     | 100 +++++--
 UserTools/EBLAPPD/EBLAPPD.cpp                 |   9 +-
 UserTools/EBMRD/EBMRD.cpp                     |  46 ++--
 .../EBTriggerGrouper/EBTriggerGrouper.cpp     |  28 +-
 UserTools/EBTriggerGrouper/EBTriggerGrouper.h |   5 +
 .../TriggerDataDecoder/TriggerDataDecoder.cpp |  20 ++
 .../ClusterClassifiersConfig                  |   2 +-
 .../BeamClusterAnalysis/ClusterFinderConfig   |   4 +-
 .../ClusterFinderConfig_default               |  12 +
 .../BeamClusterAnalysis/EventSelectorConfig   |   2 +-
 .../PhaseIITreeMakerConfig                    |   4 +-
 configfiles/BeamClusterAnalysis/my_inputs.txt | 257 ++++++------------
 .../EventBuilder/ANNIEEventBuilderConfig      |   2 +-
 configfiles/EventBuilder/LoadRawDataConfig    |   2 +-
 configfiles/EventBuilder/MRDDataDecoderConfig |   2 +-
 configfiles/EventBuilder/my_files.txt         |  22 +-
 16 files changed, 288 insertions(+), 229 deletions(-)
 create mode 100644 configfiles/BeamClusterAnalysis/ClusterFinderConfig_default

diff --git a/UserTools/ClusterFinder/ClusterFinder.cpp b/UserTools/ClusterFinder/ClusterFinder.cpp
index f88ca62c6..b3f7748bc 100644
--- a/UserTools/ClusterFinder/ClusterFinder.cpp
+++ b/UserTools/ClusterFinder/ClusterFinder.cpp
@@ -211,39 +211,84 @@ bool ClusterFinder::Execute(){
         std::vector<double> datalike_hits;
         std::vector<double> datalike_hits_charge;
         for (MCHit &ahit : ThisPMTHits){
-          //std::cout <<"Key: "<<detectorkey<<", charge "<<ahit.GetCharge()<<", time "<<ahit.GetTime()<<std::endl;
-          //if (ahit.GetTime() > 2000.) std::cout <<"Found hit later than 2us! Hit time : "<<ahit.GetTime()<<", chankey: "<<chankey<<std::endl;
           if (ahit.GetTime() < end_of_window_time_cut*AcqTimeWindow) {
             //Make MC more like data --> combine multiple photons if they are within a 10ns range
-            //hit times can only be recorded with 2ns precision --> possible times are 0ns, 2ns, 4ns, ...
-            hits_2ns_res.push_back(2*(int(ahit.GetTime())/2.)+(int(ahit.GetTime())%2));
+            hits_2ns_res.push_back(ahit.GetTime());
             hits_2ns_res_charge.push_back(ahit.GetCharge());
           }
         }
 	//Combine multiple MC hits to one pulse
         std::sort(hits_2ns_res.begin(),hits_2ns_res.end());
-	for (int i_hit=0; i_hit < (int) hits_2ns_res.size(); i_hit++){
-          double hit1 = hits_2ns_res.at(i_hit);
-          if (datalike_hits.size()==0) {
-            datalike_hits.push_back(hit1);
-            datalike_hits_charge.push_back(hits_2ns_res_charge.at(i_hit));
-          }
-          else {
+	std::vector<double> temp_times;
+	double temp_charges = 0.0;
+	double mid_time;
+	if (verbose > 0){
+		std::cout << " " << std::endl;
+		std::cout << hits_2ns_res.size() << " total photon hits(s)" << std::endl;
+	}
+	
+	if (hits_2ns_res.size() > 0){
+          for (int i_hit=0; i_hit < (int) hits_2ns_res.size(); i_hit++){
+            double hit1 = hits_2ns_res.at(i_hit);
+            if (temp_times.size()==0) {
+              temp_times.push_back(hit1);
+              temp_charges += hits_2ns_res_charge.at(i_hit);
+            }
+        
+	else {
             bool new_pulse = false;
-            for (int j_hit=0; j_hit < (int) datalike_hits.size(); j_hit++){
-              if (fabs(datalike_hits.at(j_hit)-hit1)<10.) {
+        	if (fabs(temp_times[0]-hit1)<10.) {
                 new_pulse=false;
-                datalike_hits_charge.at(j_hit)+=hits_2ns_res_charge.at(i_hit);
-                break;
+                temp_charges+=hits_2ns_res_charge.at(i_hit);
+		temp_times.push_back(hit1);
               } else new_pulse=true;
-            }
+		  
             if (new_pulse) {
-              datalike_hits.push_back(hit1);      //Only count as a new pulse if it was 10ns away from every other pulse
-              datalike_hits_charge.push_back(hits_2ns_res_charge.at(i_hit));
+		// following the DigitBuilder tool --> take median photon hit time as the hit time of the "pulse"
+		if (temp_times.size() % 2 == 0){
+                  mid_time = (temp_times.at(temp_times.size()/2 - 1) + temp_times.at(temp_times.size()/2))/2;
+                } else{
+                  mid_time = temp_times.at(temp_times.size()/2);
+                }
+
+              datalike_hits.push_back(mid_time);
+              datalike_hits_charge.push_back(temp_charges);
+              temp_times.clear();
+              temp_charges = 0;
+              temp_times.push_back(hit1);
+              temp_charges += hits_2ns_res_charge.at(i_hit);
+              
             }
           }
         }
 
+	if (temp_times.size() % 2 == 0){
+            mid_time = (temp_times.at(temp_times.size()/2 - 1) + temp_times.at(temp_times.size()/2))/2;
+        } else{
+            mid_time = temp_times.at(temp_times.size()/2);
+        }
+
+        datalike_hits.push_back(mid_time);
+        datalike_hits_charge.push_back(temp_charges);
+
+        if (verbose > 0){
+          std::cout << " " << std::endl;
+          std::cout << datalike_hits.size() << " MC pulse(s) identified from the raw photon hit(s)" << std::endl;
+          std::cout << "Pulse time(s):" << std::endl;
+          for (int ih=0; ih < (int) datalike_hits.size(); ih++){
+            double junk = datalike_hits.at(ih);
+            std::cout << junk << " ";
+          }
+          std::cout << " " << std::endl;
+          std::cout << "Pulse charge(s):" << std::endl;
+          for (int ih=0; ih < (int) datalike_hits_charge.size(); ih++){
+            double junk2 = datalike_hits_charge.at(ih);
+            std::cout << junk2 << " ";
+          }
+          std::cout << " " << std::endl;
+        }
+        }
+
         for (int i_hit = 0; i_hit < (int) datalike_hits.size(); i_hit++){
           //v_hittimes.push_back(ahit.GetTime()); // fill a vector with all hit times (unsorted)
           v_hittimes.push_back(datalike_hits.at(i_hit));
@@ -295,7 +340,7 @@ bool ClusterFinder::Execute(){
 
   // Now sort the hit time array, fill the highest time in a new array until the old array is empty
   do {
-    double max_time = 0;
+    double max_time = -9999;
     int i_max_time = 0;
     for (std::vector<double>::iterator it = v_hittimes.begin(); it != v_hittimes.end(); ++it) {
       if (*it > max_time) {
@@ -321,12 +366,21 @@ bool ClusterFinder::Execute(){
     }
     thiswindow_Nhits = 0;   
     v_mini_hits.clear();
-    for (double j_time = *it; j_time < *it + ClusterFindingWindow; j_time+=2){  // loops through times in the window and check if there's a hit at this time
+    for (double j_time = *it; j_time < *it + ClusterFindingWindow; j_time+=1){  // loops through times in the window and check if there's a hit at this time
       for(std::vector<double>::iterator it2 = v_hittimes_sorted.begin(); it2 != v_hittimes_sorted.end(); ++it2) {
-        if (*it2 == j_time) {
-          thiswindow_Nhits++;
-          v_mini_hits.push_back(*it2);
+        if(HitStoreName=="MCHits"){
+          if (static_cast<int>(j_time) == static_cast<int>(*it2)) {     // accept all hit times (some may be smeared to negative values)
+            thiswindow_Nhits++;
+            v_mini_hits.push_back(*it2);
+          }
         }
+        if(HitStoreName=="Hits"){
+          if (*it2 > 0 && static_cast<int>(j_time) == static_cast<int>(*it2)) {  // reject hit times in the data that are 0
+            thiswindow_Nhits++;
+            v_mini_hits.push_back(*it2);
+          }
+        }
+
       }
     }
     if (!v_mini_hits.empty()) {
diff --git a/UserTools/EBLAPPD/EBLAPPD.cpp b/UserTools/EBLAPPD/EBLAPPD.cpp
index bc8147794..a7ee2e6b2 100644
--- a/UserTools/EBLAPPD/EBLAPPD.cpp
+++ b/UserTools/EBLAPPD/EBLAPPD.cpp
@@ -91,7 +91,7 @@ bool EBLAPPD::Execute()
       bool CosmicTriggerGroupped = false;
       m_data->CStore.Get("CosmicTriggerGroupped", CosmicTriggerGroupped);
       if (CosmicTriggerGroupped)
-        Matching(44, 46);
+        Matching(45, 46);
       else
         Log("EBLAPPD: CosmicTriggerGroupped is false, no cosmic trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
 
@@ -101,6 +101,13 @@ bool EBLAPPD::Execute()
         Matching(31, 46);
       else
         Log("EBLAPPD: LEDTriggerGroupped is false, no LED trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
+    
+      bool NuMITriggerGroupped = false;
+      m_data->CStore.Get("NuMITriggerGroupped", NuMITriggerGroupped);
+      if (NuMITriggerGroupped)
+        Matching(42, 46);
+      else
+        Log("EBLAPPD: NuMITriggerGroupped is false, no NuMI trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
     }
   }
 
diff --git a/UserTools/EBMRD/EBMRD.cpp b/UserTools/EBMRD/EBMRD.cpp
index 9fb27e9f3..373533102 100644
--- a/UserTools/EBMRD/EBMRD.cpp
+++ b/UserTools/EBMRD/EBMRD.cpp
@@ -49,26 +49,26 @@ bool EBMRD::Execute()
   {
     uint64_t MTCtime = p.first;
     std::vector<std::pair<unsigned long, int>> WaveMap = p.second;
-    //if find the MTCtime in the PairedMRDTimeStamps, then skip
-      if (PairedMRDTimeStamps.size() > 0)
+    // if find the MTCtime in the PairedMRDTimeStamps, then skip
+    if (PairedMRDTimeStamps.size() > 0)
+    {
+      bool skip = false;
+      for (std::pair<int, std::vector<uint64_t>> pair : PairedMRDTimeStamps)
       {
-        bool skip = false;
-        for (std::pair<int, std::vector<uint64_t>> pair : PairedMRDTimeStamps)
+        for (uint64_t t : pair.second)
         {
-          for (uint64_t t : pair.second)
+          if (t == MTCtime)
           {
-            if (t == MTCtime)
-            {
-              skip = true;
-              break;
-            }
-          }
-          if (skip)
+            skip = true;
             break;
+          }
         }
         if (skip)
-          continue;
+          break;
       }
+      if (skip)
+        continue;
+    }
     if (MRDEventsBuffer.find(MTCtime) == MRDEventsBuffer.end())
     {
       MRDEventsBuffer.emplace(MTCtime, WaveMap);
@@ -95,11 +95,21 @@ bool EBMRD::Execute()
       m_data->CStore.Get("BeamTriggerGroupped", BeamTriggerGroupped);
       bool CosmicTriggerGroupped = false;
       m_data->CStore.Get("CosmicTriggerGroupped", CosmicTriggerGroupped);
+      bool NuMITriggerGroupped = false;
+      m_data->CStore.Get("NuMITriggerGroupped", NuMITriggerGroupped);
+      
+      
       if (BeamTriggerGroupped)
         Matching(matchTargetTrigger, 14);
-      else if (CosmicTriggerGroupped)
+      if (CosmicTriggerGroupped)
+      {
         Matching(36, 36);
-      else
+        Matching(45, 46);
+      }
+      if(NuMITriggerGroupped)
+        Matching(42, 46);
+
+      if(!BeamTriggerGroupped && !CosmicTriggerGroupped && !NuMITriggerGroupped)
         Log("EBMRD: BeamTriggerGroupped and CosmicTriggerGroupped are false, no beam trigger groupped in the grouper, stop matching", v_message, verbosityEBMRD);
     }
   }
@@ -157,7 +167,7 @@ bool EBMRD::Matching(int targetTrigger, int matchToTrack)
         Log("EBMRD: Skipping TrackTriggerWord " + std::to_string(TrackTriggerWord), v_debug, verbosityEBMRD);
         continue;
       }
-      if(matchedNumberInTrack.find(TrackTriggerWord) == matchedNumberInTrack.end())
+      if (matchedNumberInTrack.find(TrackTriggerWord) == matchedNumberInTrack.end())
         matchedNumberInTrack.emplace(TrackTriggerWord, 0);
 
       vector<std::map<uint64_t, uint32_t>> groupedTriggers = pair.second;
@@ -185,7 +195,7 @@ bool EBMRD::Matching(int targetTrigger, int matchToTrack)
               matchedTrigWord = p.second;
               matchedIndex = p.second;
               matchedTrack = TrackTriggerWord;
-              
+
               // if(verbosityEBMRD > 11) cout<<"EBMRD: dt: "<<dt<<" minDT: "<<minDT<<" minDTTrigger: "<<minDTTrigger<<endl;
             }
           }
@@ -215,7 +225,7 @@ bool EBMRD::Matching(int targetTrigger, int matchToTrack)
   }
   Log("EBMRD: After erase, current number of unfinished MRD events after match in MRDEventsBuffer: " + std::to_string(MRDEventsBuffer.size()), v_message, verbosityEBMRD);
 
-//print all elements in matchedNumberInTrack with key and value
+  // print all elements in matchedNumberInTrack with key and value
   for (std::pair<int, int> pair : matchedNumberInTrack)
   {
     Log("EBMRD: Match finished, matched number in Track " + std::to_string(pair.first) + " is " + std::to_string(pair.second), v_message, verbosityEBMRD);
diff --git a/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp b/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
index b35dffbe9..755c1cacf 100644
--- a/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
+++ b/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
@@ -35,6 +35,8 @@ bool EBTriggerGrouper::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("groupAmBe", groupAmBe);
   groupPPS = false;
   m_variables.Get("groupPPS", groupPPS);
+  groupNuMI = true;
+  m_variables.Get("groupNuMI", groupNuMI);
 
   BeamTriggerMain = 14;
   BeamTolerance = 3000000; // use 3 ms here, the spill time difference is 66ms
@@ -56,9 +58,9 @@ bool EBTriggerGrouper::Initialise(std::string configfile, DataModel &data)
   PPSTriggers = {32, 34}; // 32 first, then 34, (~20us in run 4802 data)
   m_data->CStore.Set("PPSTriggersUsedForGroupping", PPSTriggers);
 
-  CosmicTriggerMain = 44; // TODO need to check
+  CosmicTriggerMain = 45; // TODO need to check
   m_variables.Get("CosmicTriggerMain", CosmicTriggerMain);
-  CosmicTolerance = 330000; // 330000ns, TODO
+  CosmicTolerance = 100; // 330000ns, TODO
   m_variables.Get("CosmicTolerance", CosmicTolerance);
   CosmicTriggers = {44, 45, 36, 27, 28, 29, 30, 46}; // TODO: check the trigger words in cosmic run
   m_data->CStore.Set("CosmicTriggersUsedForGroupping", CosmicTriggers);
@@ -70,13 +72,20 @@ bool EBTriggerGrouper::Initialise(std::string configfile, DataModel &data)
   LEDTriggers = {33, 22, 31, 43, 46}; // in run 4792 [[22, 33], [4160001224, 4160001664]]
   m_data->CStore.Set("LEDTriggersUsedForGroupping", LEDTriggers);
 
-  AmBeTriggerMain = 19; // TODO: need to check
+  AmBeTriggerMain = 15; // TODO: need to check
   m_variables.Get("AmBeTriggerMain", AmBeTriggerMain);
   AmBeTolerance = 5000; // 2336 in Ambe run 4707
   m_variables.Get("AmBeTolerance", AmBeTolerance);
   AmBeTriggers = {11, 12, 15, 19}; // in run 4707 [[19, 12, 15, 11], [21275647928, 21275647936, 21275647952, 21275650264]]
   m_data->CStore.Set("AmBeTriggersUsedForGroupping", AmBeTriggers);
 
+  NuMITriggerMain = 42;
+  m_variables.Get("NuMITriggerMain", NuMITriggerMain);
+  NuMITolerance = 100; // 100ns
+  m_variables.Get("NuMITolerance", NuMITolerance);
+  NuMITriggers = {42, 46}; // 
+  m_data->CStore.Set("NuMITriggersUsedForGroupping", NuMITriggers);
+
   StoreTotalEntry = 0;
 
   maxNumAllowedInBuffer = 10000;
@@ -274,6 +283,19 @@ bool EBTriggerGrouper::Execute()
     m_data->CStore.Set("PPSTriggerGroupped", false);
   }
 
+  if (groupNuMI)
+  {
+    Log("EBTG: Grouping NuMI Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(NuMITriggerMain, NuMITriggers, NuMITolerance);
+    int fillNum = FillByTrigWord(NuMITriggerMain, NuMITriggers, NuMITolerance);
+    Log("EBTG: Found NuMI Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("NuMITriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("NuMITriggerGroupped", false);
+  }
+
   Log("EBTG: Grouping for different trigger tracks finishes, save to CStore", v_message, verbosityEBTG);
   m_data->CStore.Set("GroupedTriggersInTotal", GroupedTriggersInTotal);
   m_data->CStore.Set("RunCodeInTotal", RunCodeInTotal);
diff --git a/UserTools/EBTriggerGrouper/EBTriggerGrouper.h b/UserTools/EBTriggerGrouper/EBTriggerGrouper.h
index 0146c67fe..b98cba127 100644
--- a/UserTools/EBTriggerGrouper/EBTriggerGrouper.h
+++ b/UserTools/EBTriggerGrouper/EBTriggerGrouper.h
@@ -90,6 +90,7 @@ class EBTriggerGrouper : public Tool
     bool groupLED;
     bool groupAmBe;
     bool groupPPS;
+    bool groupNuMI;
 
     int BeamTriggerMain;
     double BeamTolerance;
@@ -114,6 +115,10 @@ class EBTriggerGrouper : public Tool
     int PPSTriggerMain;
     double PPSTolerance;
     vector<uint32_t> PPSTriggers;
+
+    int NuMITriggerMain;
+    double NuMITolerance;
+    vector<uint32_t> NuMITriggers;
 };
 
 #endif
diff --git a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
index e6a08cf0a..c6391c11c 100644
--- a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
+++ b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
@@ -60,6 +60,10 @@ bool TriggerDataDecoder::Initialise(std::string configfile, DataModel &data){
 bool TriggerDataDecoder::Execute(){
 
   if (mode == "EventBuilding"){
+
+processed_sources.clear();
+processed_ns.clear();
+
     m_data->CStore.Set("NewCTCDataAvailable",false);
     bool PauseCTCDecoding = false;
     m_data->CStore.Get("PauseCTCDecoding",PauseCTCDecoding);
@@ -208,6 +212,22 @@ bool TriggerDataDecoder::Finalise(){
     StoreC1C2.Set("c2",c2);
     StoreC1C2.Save(storec1c2.c_str());
   }*/
+  ofstream trigDebug;
+  trigDebug.open("TrigDecoderDebug.txt");
+  int i = 0;
+  for (auto it = TimeToTriggerWordMapComplete->begin(); it != TimeToTriggerWordMapComplete->end(); ++it)
+  {
+    if (i > 10000)
+      break;
+    trigDebug << it->first << " ";
+    for (auto trig = it->second.begin(); trig != it->second.end(); ++trig)
+    {
+      trigDebug << *trig << " ";
+    }
+    trigDebug << endl;
+    i++;
+  }
+  trigDebug.close();
 
   return true;
 }
diff --git a/configfiles/BeamClusterAnalysis/ClusterClassifiersConfig b/configfiles/BeamClusterAnalysis/ClusterClassifiersConfig
index 199d3866f..752200268 100644
--- a/configfiles/BeamClusterAnalysis/ClusterClassifiersConfig
+++ b/configfiles/BeamClusterAnalysis/ClusterClassifiersConfig
@@ -1 +1 @@
-verbosity 2
+verbosity 0
diff --git a/configfiles/BeamClusterAnalysis/ClusterFinderConfig b/configfiles/BeamClusterAnalysis/ClusterFinderConfig
index 337d7fc2e..c13622045 100644
--- a/configfiles/BeamClusterAnalysis/ClusterFinderConfig
+++ b/configfiles/BeamClusterAnalysis/ClusterFinderConfig
@@ -3,9 +3,9 @@
 verbosity 0
 HitStore Hits #Either MCHits or Hits (accessed in ANNIEEvent store)
 OutputFile BeamRun_ClusterFinder_DefaultOutput #Output root prefix name for the current run
-ClusterFindingWindow 100 # in ns, size of the window used to "clusterize"
+ClusterFindingWindow 50 # in ns, size of the window used to "clusterize"
 AcqTimeWindow 70000 # in ns, size of the acquisition window
-ClusterIntegrationWindow 100 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
+ClusterIntegrationWindow 50 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
 MinHitsPerCluster 5 # group of hits are considered clusters above this amount of hits
 end_of_window_time_cut 0.95 # from o to 1, length of the window you want to loop over with respect to acq. window (1 for full window, 0.95 for 95% from the start)
 Plots2D 0 #Draw 2D charge-vs-time plots?
diff --git a/configfiles/BeamClusterAnalysis/ClusterFinderConfig_default b/configfiles/BeamClusterAnalysis/ClusterFinderConfig_default
new file mode 100644
index 000000000..337d7fc2e
--- /dev/null
+++ b/configfiles/BeamClusterAnalysis/ClusterFinderConfig_default
@@ -0,0 +1,12 @@
+# ClusterFinder Config File
+
+verbosity 0
+HitStore Hits #Either MCHits or Hits (accessed in ANNIEEvent store)
+OutputFile BeamRun_ClusterFinder_DefaultOutput #Output root prefix name for the current run
+ClusterFindingWindow 100 # in ns, size of the window used to "clusterize"
+AcqTimeWindow 70000 # in ns, size of the acquisition window
+ClusterIntegrationWindow 100 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
+MinHitsPerCluster 5 # group of hits are considered clusters above this amount of hits
+end_of_window_time_cut 0.95 # from o to 1, length of the window you want to loop over with respect to acq. window (1 for full window, 0.95 for 95% from the start)
+Plots2D 0 #Draw 2D charge-vs-time plots?
+ChankeyToPMTIDMap ./configfiles/EventDisplay/Data-RecoEvent/Chankey_WCSimID.dat
diff --git a/configfiles/BeamClusterAnalysis/EventSelectorConfig b/configfiles/BeamClusterAnalysis/EventSelectorConfig
index 73250c81d..a711f08bf 100644
--- a/configfiles/BeamClusterAnalysis/EventSelectorConfig
+++ b/configfiles/BeamClusterAnalysis/EventSelectorConfig
@@ -19,7 +19,7 @@ RecoFVCut 0
 NHitCut 0
 NHitmin 4	#Minimum number of hit digits
 PMTMRDCoincCut 0
-PMTMRDOffset 745
+PMTMRDOffset 755
 PromptTrigOnly 0
 TriggerWord -1
 SaveStatusToStore 1
diff --git a/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig b/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
index acb3ea7ff..5afabc7ea 100644
--- a/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
+++ b/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
@@ -1,6 +1,6 @@
 verbose 0
 
-OutputFile BeamRunClusterTest_newEB.root
+OutputFile BeamRunTree.root
 TankClusterProcessing 1
 MRDClusterProcessing 1
 TriggerProcessing 1
@@ -8,7 +8,7 @@ TankHitInfo_fill 1
 MRDHitInfo_fill 1
 MRDReco_fill 1
 SiPMPulseInfo_fill 0
-fillCleanEventsOnly 0
+fillCleanEventsOnly 1
 MCTruth_fill 0
 Reco_fill 1
 RecoDebug_fill 0
diff --git a/configfiles/BeamClusterAnalysis/my_inputs.txt b/configfiles/BeamClusterAnalysis/my_inputs.txt
index e58972378..030e62e88 100644
--- a/configfiles/BeamClusterAnalysis/my_inputs.txt
+++ b/configfiles/BeamClusterAnalysis/my_inputs.txt
@@ -1,173 +1,84 @@
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p0
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p1
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p2
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p3
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p4
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p5
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p6
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p7
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p8
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p9
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p10
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p11
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p12
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p13
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p14
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p15
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p16
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p17
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p18
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p19
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p20
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p21
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p22
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p23
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p24
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p25
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p26
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p27
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p28
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p29
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p30
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p31
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p32
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p33
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p34
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p35
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p36
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p37
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p38
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p39
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-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p41
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p42
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-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p46
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p47
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p48
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p49
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p50
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p51
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p52
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p53
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p54
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p55
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p56
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p57
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p58
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-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p60
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p61
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-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p65
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p66
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p67
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p68
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p69
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p70
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p71
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p72
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p73
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p74
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p75
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p76
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p77
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p78
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p79
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p80
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p81
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p82
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p83
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p84
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p85
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p86
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2573/ProcessedRawData_TankAndMRDAndCTC_R2573S0p87
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diff --git a/configfiles/EventBuilder/ANNIEEventBuilderConfig b/configfiles/EventBuilder/ANNIEEventBuilderConfig
index 6d59474bf..29a47f79a 100644
--- a/configfiles/EventBuilder/ANNIEEventBuilderConfig
+++ b/configfiles/EventBuilder/ANNIEEventBuilderConfig
@@ -1,4 +1,4 @@
-verbosity 0
+verbosity 1
 
 BuildType TankAndMRDAndCTC
 ProcessedFilesBasename ProcessedRawData
diff --git a/configfiles/EventBuilder/LoadRawDataConfig b/configfiles/EventBuilder/LoadRawDataConfig
index 658744545..3ebf29085 100644
--- a/configfiles/EventBuilder/LoadRawDataConfig
+++ b/configfiles/EventBuilder/LoadRawDataConfig
@@ -1,4 +1,4 @@
-verbosity 0
+verbosity 1
 BuildType TankAndMRDAndCTC
 #BuildType CTC
 Mode FileList
diff --git a/configfiles/EventBuilder/MRDDataDecoderConfig b/configfiles/EventBuilder/MRDDataDecoderConfig
index 4f4260f01..d9937ca9a 100644
--- a/configfiles/EventBuilder/MRDDataDecoderConfig
+++ b/configfiles/EventBuilder/MRDDataDecoderConfig
@@ -1,2 +1,2 @@
-verbosity 2
+verbosity 0
 DaylightSavingsSpring 1
diff --git a/configfiles/EventBuilder/my_files.txt b/configfiles/EventBuilder/my_files.txt
index 8c8399ef2..2dce56d16 100644
--- a/configfiles/EventBuilder/my_files.txt
+++ b/configfiles/EventBuilder/my_files.txt
@@ -1,2 +1,20 @@
-/pnfs/annie/persistent/raw/raw/4314/RAWDataR4314S0p0
-/pnfs/annie/persistent/raw/raw/4314/RAWDataR4314S0p1
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+/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p10
+/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p11
+/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p12
+/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p13
+/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p14
+/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p15
+/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p16
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+/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p18
+/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p19

From 7ace76d53dff2c1ab69ff8695a15ddcf34cfe957 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Wed, 5 Jun 2024 14:34:07 -0500
Subject: [PATCH 035/163]  Changes to be committed: 	modified:  
 UserTools/EventSelector/EventSelector.cpp

---
 UserTools/EventSelector/EventSelector.cpp | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/UserTools/EventSelector/EventSelector.cpp b/UserTools/EventSelector/EventSelector.cpp
index 4563381a5..4ef5a779f 100644
--- a/UserTools/EventSelector/EventSelector.cpp
+++ b/UserTools/EventSelector/EventSelector.cpp
@@ -14,7 +14,7 @@ bool EventSelector::Initialise(std::string configfile, DataModel &data){
 
   fPMTMRDOffset = false;
   fIsMC = true;
-  fPMTMRDOffset = 745;
+  fPMTMRDOffset = 755;
   fRecoPDG = -1;
 
   //Get the tool configuration variables
@@ -695,8 +695,15 @@ bool EventSelector::EventSelectionByPMTMRDCoinc() {
         for (unsigned int i_hit = 0; i_hit < Hits.size(); i_hit++){
           time_temp+=Hits.at(i_hit).GetTime();
           int tube = Hits.at(i_hit).GetTubeId();
-          double charge_pe = Hits.at(i_hit).GetCharge()/ChannelNumToTankPMTSPEChargeMap->at(tube);
-          charge_temp+=charge_pe;
+          // check if PMT is present in the map before accessing it
+	  auto it = ChannelNumToTankPMTSPEChargeMap->find(tube);
+	  if (it != ChannelNumToTankPMTSPEChargeMap->end()) {
+	  	double charge_pe = Hits.at(i_hit).GetCharge() / it->second;
+	  	charge_temp += charge_pe;
+	  } else {
+	  	std::cerr << "PMT channel with hit not found in ChannelNumToTankPMTSPEChargeMap. Skipping this hit." << std::endl;
+	  	continue;
+	  }
         }
         if (Hits.size()>0) time_temp/=Hits.size();
         vec_pmtclusters_charge->push_back(charge_temp);

From 49c2b2f4d494edc66ac58730c132a9c6904d78ec Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Thu, 6 Jun 2024 10:14:37 -0500
Subject: [PATCH 036/163] add waveform print function to LAPPDPlots add
 LAPPDProcessedAna tool chain, to use new LAPPD tools to load processed data

 Changes to be committed:
	modified:   UserTools/LAPPDPlots/LAPPDPlots.cpp
	modified:   UserTools/LAPPDPlots/LAPPDPlots.h
	modified:   configfiles/EventBuilderV2/EBPMTConfig
	modified:   configfiles/EventBuilderV2/EBTriggerGrouperConfig
	modified:   configfiles/EventBuilderV2/list.txt
	new file:   configfiles/LAPPDProcessedAna/ConfigGeo
	new file:   configfiles/LAPPDProcessedAna/ConfigPlot
	new file:   configfiles/LAPPDProcessedAna/ConfigPreProcess
	new file:   configfiles/LAPPDProcessedAna/ConfigStoreReadIn
	new file:   configfiles/LAPPDProcessedAna/Configs
	new file:   configfiles/LAPPDProcessedAna/FindMrdTracksConfig
	new file:   configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
	new file:   configfiles/LAPPDProcessedAna/TimeClusteringConfig
	new file:   configfiles/LAPPDProcessedAna/ToolChainConfig
	new file:   configfiles/LAPPDProcessedAna/ToolsConfig
	new file:   configfiles/LAPPDProcessedAna/list.txt
---
 UserTools/LAPPDPlots/LAPPDPlots.cpp           | 136 ++++++++++++++++++
 UserTools/LAPPDPlots/LAPPDPlots.h             |   9 ++
 configfiles/EventBuilderV2/EBPMTConfig        |   2 +-
 .../EventBuilderV2/EBTriggerGrouperConfig     |   4 +-
 configfiles/EventBuilderV2/list.txt           |   8 +-
 configfiles/LAPPDProcessedAna/ConfigGeo       |  11 ++
 configfiles/LAPPDProcessedAna/ConfigPlot      | 135 +++++++++++++++++
 .../LAPPDProcessedAna/ConfigPreProcess        |  65 +++++++++
 .../LAPPDProcessedAna/ConfigStoreReadIn       |  43 ++++++
 configfiles/LAPPDProcessedAna/Configs         |  68 +++++++++
 .../LAPPDProcessedAna/FindMrdTracksConfig     |  12 ++
 .../LAPPDProcessedAna/LoadANNIEEventConfig    |   6 +
 .../LAPPDProcessedAna/TimeClusteringConfig    |  13 ++
 configfiles/LAPPDProcessedAna/ToolChainConfig |  24 ++++
 configfiles/LAPPDProcessedAna/ToolsConfig     |  16 +++
 configfiles/LAPPDProcessedAna/list.txt        |   1 +
 16 files changed, 548 insertions(+), 5 deletions(-)
 create mode 100644 configfiles/LAPPDProcessedAna/ConfigGeo
 create mode 100755 configfiles/LAPPDProcessedAna/ConfigPlot
 create mode 100755 configfiles/LAPPDProcessedAna/ConfigPreProcess
 create mode 100755 configfiles/LAPPDProcessedAna/ConfigStoreReadIn
 create mode 100644 configfiles/LAPPDProcessedAna/Configs
 create mode 100644 configfiles/LAPPDProcessedAna/FindMrdTracksConfig
 create mode 100644 configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
 create mode 100644 configfiles/LAPPDProcessedAna/TimeClusteringConfig
 create mode 100644 configfiles/LAPPDProcessedAna/ToolChainConfig
 create mode 100644 configfiles/LAPPDProcessedAna/ToolsConfig
 create mode 100644 configfiles/LAPPDProcessedAna/list.txt

diff --git a/UserTools/LAPPDPlots/LAPPDPlots.cpp b/UserTools/LAPPDPlots/LAPPDPlots.cpp
index d48882daa..aca3cc758 100644
--- a/UserTools/LAPPDPlots/LAPPDPlots.cpp
+++ b/UserTools/LAPPDPlots/LAPPDPlots.cpp
@@ -68,6 +68,13 @@ bool LAPPDPlots::Initialise(std::string configfile, DataModel &data)
   BinHistNumber = 100;
   m_variables.Get("BinHistNumber", BinHistNumber);
 
+  printEventWaveform = 0;
+  m_variables.Get("printEventWaveform", printEventWaveform);
+  printLAPPDNumber = 2;
+  m_variables.Get("printLAPPDNumber", printLAPPDNumber);
+  printEventNumber = 10;
+  m_variables.Get("printEventNumber", printEventNumber);
+
   eventNumber = 0;
 
   f = new TFile("LAPPDPlots.root", "RECREATE");
@@ -254,6 +261,81 @@ bool LAPPDPlots::Execute()
   else if (eventNumber < maxDrawEventNumber)
     c->Print("LAPPDPlots.pdf");
 
+  // if printEventNumber was set to be zero, print all events
+  if (printEventWaveform && (eventNumber < printEventNumber || printEventNumber == 0))
+  {
+    vector<map<int, vector<double>>> LAPPDOnSide0;
+    vector<map<int, vector<double>>> LAPPDOnSide1;
+    LAPPDOnSide0.resize(printLAPPDNumber);
+    LAPPDOnSide1.resize(printLAPPDNumber);
+
+    vector<int> savedBoard;
+    for (int i = 0; i < printLAPPDNumber * 2; i++)
+    {
+      savedBoard.push_back(0);
+    }
+
+    for (int i = 0; i < ReadBoards.size(); i++)
+    {
+      // data on board i, in key as channel number
+      std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(ReadBoards[i]);
+      std::map<unsigned long, vector<Waveform<double>>>::iterator it;
+      for (it = boarddata.begin(); it != boarddata.end(); it++)
+      {
+        unsigned long channelNo = it->first;
+        Waveform<double> w = it->second[0];
+        Channel *ch = _geom->GetChannel(channelNo);
+        int stripSide = ch->GetStripSide();
+        int stripNo = ch->GetStripNum();
+        int lappd_id = static_cast<int>((channelNo - 1000) / 60);
+        if (lappd_id < printLAPPDNumber)
+        {
+          vector<double> printW;
+
+          for (int i = 0; i < w.GetSamples()->size(); i++)
+          {
+            printW.push_back(-w.GetSamples()->at(i));
+          }
+          if (LAPPDPlotsVerbosity > 0)
+            cout << "LAPPD ID " << lappd_id << ", strip number " << stripNo << ", waveform size " << printW.size() << endl;
+          if (stripSide == 0)
+            LAPPDOnSide0[lappd_id][stripNo] = printW;
+          else if (stripSide == 1)
+            LAPPDOnSide1[lappd_id][stripNo] = printW;
+          if (LAPPDPlotsVerbosity > 0)
+            cout << "Saved waveform " << endl;
+
+          savedBoard[ReadBoards[i]] = 1;
+        }
+      }
+    }
+
+    // loop savedBoard, if the board was not saved, add empty vector with 256 0 in it.
+    for (int i = 0; i < savedBoard.size(); i++)
+    {
+      if (savedBoard[i] == 0)
+      {
+        int id = static_cast<int>(i / 2);
+
+        vector<double> printW;
+        for (int k = 0; k < 256; k++)
+        {
+          printW.push_back(0);
+        }
+        if (i % 2 == 0)
+          LAPPDOnSide0[id][i] = printW;
+        else
+          LAPPDOnSide1[id][i] = printW;
+      }
+    }
+
+    WaveformToPringSide0.push_back(LAPPDOnSide0);
+    WaveformToPringSide1.push_back(LAPPDOnSide1);
+  }
+
+  if (printEventWaveform && printEventNumber != 0 && eventNumber == printEventNumber)
+    PrintWaveformToTxt();
+
   eventNumber++;
   return true;
 }
@@ -269,6 +351,10 @@ bool LAPPDPlots::Finalise()
   f->cd();
   f->Close();
   delete f;
+
+  if (printEventWaveform && printEventNumber == 0)
+    PrintWaveformToTxt();
+
   return true;
 }
 
@@ -322,4 +408,54 @@ int LAPPDPlots::CheckInBeamgateWindow()
   }
   else
     return -1;
+}
+
+void LAPPDPlots::PrintWaveformToTxt()
+{
+  // print all information in WaveformToPringSide0 and WaveformToPringSide1 to two txt files
+  // print a header of printLAPPDNumber, printEventNumber
+  ofstream LAPPDPlot_side0_eventWaveform;
+  LAPPDPlot_side0_eventWaveform.open("LAPPDPlot_side0_eventWaveform.txt");
+  LAPPDPlot_side0_eventWaveform << "printLAPPDNumber: " << printLAPPDNumber << " printEventNumber: " << printEventNumber << ", there should be " << printLAPPDNumber << " * " << printEventNumber << " * 256 lines" << endl;
+  for (int i = 0; i < WaveformToPringSide0.size(); i++)
+  {
+    // print i_th event
+    for (int j = 0; j < WaveformToPringSide0[i].size(); j++)
+    {
+      // print j_th LAPPD
+      // loop the map, in each line, print i, j, key, and all values in vector
+      for (auto it = WaveformToPringSide0[i][j].begin(); it != WaveformToPringSide0[i][j].end(); it++)
+      {
+        LAPPDPlot_side0_eventWaveform << i << " " << j << " " << it->first << " ";
+        for (int k = 0; k < it->second.size(); k++)
+        {
+          LAPPDPlot_side0_eventWaveform << it->second[k] << " ";
+        }
+        LAPPDPlot_side0_eventWaveform << endl;
+      }
+    }
+  }
+  LAPPDPlot_side0_eventWaveform.close();
+
+  ofstream LAPPDPlot_side1_eventWaveform;
+  LAPPDPlot_side1_eventWaveform.open("LAPPDPlot_side1_eventWaveform.txt");
+  LAPPDPlot_side1_eventWaveform << "printLAPPDNumber: " << printLAPPDNumber << " printEventNumber: " << printEventNumber << ", there should be " << printLAPPDNumber << " * " << printEventNumber << " * 256 lines" << endl;
+  for (int i = 0; i < WaveformToPringSide1.size(); i++)
+  {
+    // print i_th event
+    for (int j = 0; j < WaveformToPringSide1[i].size(); j++)
+    {
+      // print j_th LAPPD
+      // loop the map, in each line, print i, j, key, and all values in vector
+      for (auto it = WaveformToPringSide1[i][j].begin(); it != WaveformToPringSide1[i][j].end(); it++)
+      {
+        LAPPDPlot_side1_eventWaveform << i << " " << j << " " << it->first << " ";
+        for (int k = 0; k < it->second.size(); k++)
+        {
+          LAPPDPlot_side1_eventWaveform << it->second[k] << " ";
+        }
+        LAPPDPlot_side1_eventWaveform << endl;
+      }
+    }
+  }
 }
\ No newline at end of file
diff --git a/UserTools/LAPPDPlots/LAPPDPlots.h b/UserTools/LAPPDPlots/LAPPDPlots.h
index fe2b0332c..bc31a665e 100644
--- a/UserTools/LAPPDPlots/LAPPDPlots.h
+++ b/UserTools/LAPPDPlots/LAPPDPlots.h
@@ -41,6 +41,7 @@ class LAPPDPlots : public Tool
     std::map<unsigned long, vector<Waveform<double>>> GetDataForBoard(int boardID);
     int CheckInBeamgateWindow();
     void CleanObjects();
+    void PrintWaveformToTxt();
 
 private:
     //**************************** This tool, control variables ***************************************************
@@ -100,6 +101,14 @@ class LAPPDPlots : public Tool
     TCanvas *c;
     TFile *f;
     int eventNumber;
+
+    bool printEventWaveform;
+    int printLAPPDNumber;
+    int printEventNumber;
+
+    //event number, lappd_id order, map of strip number and waveform
+    vector<vector<map<int,vector<double>>>> WaveformToPringSide0;
+    vector<vector<map<int,vector<double>>>> WaveformToPringSide1;
 };
 
 #endif
diff --git a/configfiles/EventBuilderV2/EBPMTConfig b/configfiles/EventBuilderV2/EBPMTConfig
index 06d278434..6899f2395 100644
--- a/configfiles/EventBuilderV2/EBPMTConfig
+++ b/configfiles/EventBuilderV2/EBPMTConfig
@@ -1,4 +1,4 @@
 verbosityEBPMT 3
 matchTargetTrigger 5
-matchTolerance_ns 2000
+matchTolerance_ns 200
 matchToAllTriggers 1
diff --git a/configfiles/EventBuilderV2/EBTriggerGrouperConfig b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
index 02d5ec658..81cb3b2f2 100644
--- a/configfiles/EventBuilderV2/EBTriggerGrouperConfig
+++ b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
@@ -9,7 +9,7 @@ BeamTolerance 25000000
 groupCosmic 1
 
 groupLaser 1
-#LaserTolerance 10000
+LaserTolerance 10000
 
 groupLED 1
 #LEDTriggerMain 31
@@ -19,5 +19,7 @@ groupAmBe 0
 
 groupPPS 0
 
+groupNuMI 1
 
+maxNumAllowedInBuffer 30000
 
diff --git a/configfiles/EventBuilderV2/list.txt b/configfiles/EventBuilderV2/list.txt
index 178f6b1cb..b7dcf75e3 100644
--- a/configfiles/EventBuilderV2/list.txt
+++ b/configfiles/EventBuilderV2/list.txt
@@ -1,3 +1,5 @@
-/pnfs/annie/persistent/raw/raw/4877/RAWDataR4877S0p104
-/pnfs/annie/persistent/raw/raw/4877/RAWDataR4877S0p105
-/pnfs/annie/persistent/raw/raw/4877/RAWDataR4877S0p106
+/pnfs/annie/persistent/raw/raw/4890/RAWDataR4890S0p5
+/pnfs/annie/persistent/raw/raw/4890/RAWDataR4890S0p6
+/pnfs/annie/persistent/raw/raw/4890/RAWDataR4890S0p7
+/pnfs/annie/persistent/raw/raw/4890/RAWDataR4890S0p8
+/pnfs/annie/persistent/raw/raw/4890/RAWDataR4890S0p9
diff --git a/configfiles/LAPPDProcessedAna/ConfigGeo b/configfiles/LAPPDProcessedAna/ConfigGeo
new file mode 100644
index 000000000..ffe0ca918
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/ConfigGeo
@@ -0,0 +1,11 @@
+#LoadGeometry
+verbosity 0
+LAPPDChannelCount 60
+FACCMRDGeoFile ./configfiles/LoadGeometry/FullMRDGeometry.csv
+DetectorGeoFile ./configfiles/LoadGeometry/DetectorGeometrySpecs.csv
+LAPPDGeoFile ./configfiles/LAPPDana/LAPPDGeometry.csv
+TankPMTGeoFile ./configfiles/LoadGeometry/FullTankPMTGeometry.csv
+TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains_BeamRun20192020.csv
+AuxiliaryChannelFile ./configfiles/LoadGeometry/AuxChannels.csv
+LAPPDMerging 0
+
diff --git a/configfiles/LAPPDProcessedAna/ConfigPlot b/configfiles/LAPPDProcessedAna/ConfigPlot
new file mode 100755
index 000000000..a519d3666
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/ConfigPlot
@@ -0,0 +1,135 @@
+oldLaser 0 #1 for old data, 0 for new trigger boards
+
+#LAPPDBaselineSubtract
+BLSInputWavLabel AlignedLAPPDData
+BaselineSubstractVerbosityLevel 0
+TrigChannel 5 #Specified channel the trigger signal will be on
+LAPPDchannelOffset 1000
+LowBLfitrange 25;
+HiBLfitrange  60;
+TrigLowBLfitrange 30
+TrigHiBLfitrange  100
+BLSOutputWavLabel ABLSLAPPDData
+oldLaserTrigAmpRange 40
+
+#LAPPDFindPeak
+FindPeakVerbosity 0
+FiltPeakInputWavLabel FiltLAPPDData
+RawPeakInputWavLabel LAPPDWaveforms
+BLSPeakInputWavLabel ABLSLAPPDData
+FindPeakOutLabel SimpleRecoLAPPDPulses
+TotThreshold 15.
+MinimumTot 900.
+Deltat 100.
+
+# General Parameters
+Nsamples 256
+SampleSize 100
+NChannels 60
+
+#LAPPDPlotWaveForms
+requireT0signal 0
+SaveByChannel 1
+#PlotWavLabel RawLAPPDData
+#PlotWavLabel LAPPDWaveforms
+PlotWavLabel BLsubtractedLAPPDData
+#PlotWavLabel AlignedLAPPDData
+switchBit 0
+
+outfile WaveForms_ablsub.root
+NHistos 200
+SaveSingleStrip 0
+SingleStripNo 9
+plotLow -10
+plotHigh 20
+
+#LAPPDPlotWaveForms2D
+outfile2D RawDataWaveForms_2D.root
+plot2DrecoPulseInputLabel thresRecoLAPPDPulses
+plot2DrecoHitInputLabel thresRecoLAPPDHits
+includeRecoPulses 1
+includeRecoHits 1
+plotAdditionalPart 1
+titleSize 0.04
+canvasMargin 0.15
+canvasTitleOffset 1
+#LAPPDSelectPlot2D
+LAPPDSelectPlotWaveform2DLabel LAPPDWaveforms
+SelectOutfile2D LAPPDSelectPlot.root
+MRDTrackExistSelection 0 
+verbosityPlot2D 10
+colorContour 255
+useDefaultPalette 1
+colorPalette 112
+
+
+
+#LAPPDThresReco
+LAPPDThresRecoVerbosity 0
+verbosity 0
+printHitsTXT 0
+threshold 10
+minPulseWidth 10
+#thresRecoInputWaveLabel AlignedLAPPDData
+ThresRecoInputWaveLabel BLsubtractedLAPPDData
+#thresRecoInputWaveLabel LAPPDWaveforms
+
+ThresRecoOutputPulseLabel LAPPDPulses
+ThresRecoOutputHitLabel LAPPDHits
+useMaxTime 1
+#signalSpeedOnStrip 0.6667
+signalSpeedOnStrip 0.567 #1.69982/2.99792
+triggerBoardDelay 0
+loadPrintMRDinfo 1
+useRange -1   #set this to 0 for using pulse start time as the saved pulse time, 1 for high, -1 for using peak time
+plusClockBit 0
+
+savePositionOnStrip 1
+
+
+#LAPPDStackStrip
+verbosityStackStrip 0
+StackOutputFileName stacked.root
+#StackInputWaveLabel BLsubtractedLAPPDData
+StackInputWaveLabel RawLAPPDData
+#StackInputWaveLabel LAPPDWaveforms
+StackStripNumber 1
+StackStripSide 0
+
+#LAPPDPlotWaveForms
+NHistos 200
+SaveByChannel 0
+SaveSingleStrip 0
+SingleStripNo 1
+requireT0signal 0
+
+
+#LAPPDTreeMaker
+treeMakerVerbosity 0
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree.root 
+
+
+
+#LAPPDPlots
+LAPPDPlotInputWaveLabel BLsubtractedLAPPDData
+LAPPDPlotsVerbosity 0
+CanvasXSubPlotNumber 2
+CanvasYSubPlotNumber 2
+canvasMargin 0.1
+drawHighThreshold 50
+drawLowThreshold -20
+
+CanvasWidth 1000
+CanvasHeight 500
+
+maxDrawEventNumber 200
+
+DrawBinHist 1
+printEventNumber 0
+printLAPPDNumber 1
+printEventWaveform 1
+
+
+
diff --git a/configfiles/LAPPDProcessedAna/ConfigPreProcess b/configfiles/LAPPDProcessedAna/ConfigPreProcess
new file mode 100755
index 000000000..ee2a71e11
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/ConfigPreProcess
@@ -0,0 +1,65 @@
+# General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+LAPPDchannelOffset 1000
+Folder ../Data/3655/
+#Folder ../Data/2022-06-10/
+
+#LAPPDBaselineSubtract
+BaselineSubstractVerbosityLevel 0
+TrigChannel1  1005
+TrigChannel2  1035
+#BLSInputWavLabel LAPPDWaveforms #LAPPDWaveforms
+BLSInputWavLabel AlignedLAPPDData
+#BLSInputWavLabel RawLAPPDData
+
+LowBLfitrange 0
+HiBLfitrange  60
+TrigLowBLfitrange 110
+TrigHiBLfitrange  160
+BLSOutputWavLabel BLsubtractedLAPPDData
+oldLaserTrigAmpRange 40
+
+#LAPPDFindT0
+FindT0Verbosity 0
+#FindT0InputWavLabel BLsubtractedLAPPDData
+#FindT0InputWavLabel RawLAPPDData
+FindT0InputWavLabel LAPPDWaveforms
+OneBoardShift 0
+OneBoardShiftValue 16
+
+
+TrigEarlyCut 20
+TrigLateCut 200
+T0channelNo 1005
+T0channelNo1 1005
+T0channelNo2 1005
+T0signalmax -100.
+T0signalthreshold -50.
+T0signalmaxOld 50. #Older data uses a positive going signal
+T0signalthresholdOld 80. #Older data uses a positive going signal
+T0offset  0
+FindT0OutputWavLabel AlignedLAPPDData
+GlobalShiftT0 0
+#Added by Marc
+Triggerdefault 5
+LAPPDOffset 1000
+
+#LAPPDPlotWaveForms
+requireT0signal 0
+SaveByChannel 1
+PlotWavLabel BLsubtractedLAPPDData
+#PlotWavLabel LAPPDWaveforms
+outfile WaveForms_rawblsub.root
+NHistos 400
+SaveSingleStrip 0
+SingleStripNo 9
+
+
+
+
+
+
+
+
diff --git a/configfiles/LAPPDProcessedAna/ConfigStoreReadIn b/configfiles/LAPPDProcessedAna/ConfigStoreReadIn
new file mode 100755
index 000000000..d4b3b4e5f
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/ConfigStoreReadIn
@@ -0,0 +1,43 @@
+# General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+#StoreInputFile /pnfs/annie/persistent/users/redwards/data/filtered_lappd/R3649-R3844/LAPPDEventsBeamgateMRDTrack/FilteredEvents_LAPPDEventsBeamgateMRDTrack_R3649-R3844
+
+LAPPDStoreReadInVerbosity 0
+
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 1 
+stopEntries 10000000000
+
+DoPedSubtraction 1
+Nboards 6 #Number of pedestal files to be read in
+PedinputfileTXT ../Pedestals/swapLAPPD/Pedestal
+#PedinputfileTXT ../Pedestals/change/Pedestal
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+#LAPPDReorderData
+LAPPDReorderVerbosityLevel 0
+ReorderVerbosityLevel 0
+ReorderInputWavLabel RawLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 150
+
+ReadStore 0
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+OutputWavLabel RawLAPPDData 
+SelectSingleLAPPD false
+SelectedLAPPD 0
+ 
diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
new file mode 100644
index 000000000..b26cec99c
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -0,0 +1,68 @@
+ General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 0
+stopEntries 10000000000
+
+DoPedSubtraction 1
+Nboards 6 #Number of pedestal files to be read in
+#PedinputfileTXT ../Pedestals/swapLAPPD/Pedestal
+PedinputfileTXT ../Pedestals/run3xxx/Pedestal
+#PedinputfileTXT ../Pedestals/LAPPD640392/P
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+#LAPPDReorderData
+ReorderVerbosityLevel 0
+#ReorderInputWavLabel RawLAPPDData
+ReorderInputWavLabel AlignedLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 180
+
+ReadStore 0
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 1
+loadOffsets 0
+num_vector_data 7795
+num_vector_pps 16
+
+#LAPPDTreeMaker
+LoadPulse 1
+LoadHit 1
+LoadWaveform 1
+LoadLAPPDDataTimeStamp 1
+LoadPPSTimestamp 1
+LoadRunInfoRaw 1
+LoadRunInfoANNIEEvent 0
+
+treeMakerVerbosity 0
+
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree.root
+LoadTriggerInfo 0
+LoadGroupOption beam
+LoadGroupedTriggerInfo 1
diff --git a/configfiles/LAPPDProcessedAna/FindMrdTracksConfig b/configfiles/LAPPDProcessedAna/FindMrdTracksConfig
new file mode 100644
index 000000000..5ba5e8f77
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/FindMrdTracksConfig
@@ -0,0 +1,12 @@
+# FindMrdTracks Config File
+# all variables retrieved with m_variables.Get() must be defined here!
+
+verbosity 0
+IsData 1
+OutputDirectory .
+OutputFile STEC_MRDTracks_cluster40ns
+DrawTruthTracks 0 # whether to add MC Truth track info for drawing in MrdPaddlePlot Tool
+                  ## note you need to run that tool to actually view the tracks!
+WriteTracksToFile 0	# should the track information be written to a ROOT-file?
+SelectTriggerType 0	#should the loaded data be filtered by trigger type?
+TriggerType Beam	#options: Cosmic, Beam, No Loopback
diff --git a/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig b/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
new file mode 100644
index 000000000..28148f62c
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
@@ -0,0 +1,6 @@
+verbose 0
+
+FileForListOfInputs configfiles/LAPPDProcessedAna/list.txt
+
+EventOffset 0
+GlobalEvNr 1
diff --git a/configfiles/LAPPDProcessedAna/TimeClusteringConfig b/configfiles/LAPPDProcessedAna/TimeClusteringConfig
new file mode 100644
index 000000000..e778247fc
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/TimeClusteringConfig
@@ -0,0 +1,13 @@
+#TimeClustering config file
+
+verbosity 0
+MinDigitsForTrack 3
+MaxMrdSubEventDuration 30
+MinSubeventTimeSep 30
+MakeMrdDigitTimePlot 0
+LaunchTApplication 0
+IsData 1
+#OutputROOTFile TimeClustering_MRDTest28_cluster40ns
+OutputROOTFile STEC_TimeClusteringOut
+MapChankey_WCSimID ./configfiles/SimpleTankEnergyCalibrator/MRD_Chankey_WCSimID.dat
+
diff --git a/configfiles/LAPPDProcessedAna/ToolChainConfig b/configfiles/LAPPDProcessedAna/ToolChainConfig
new file mode 100644
index 000000000..b94bec1c3
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/ToolChainConfig
@@ -0,0 +1,24 @@
+
+#ToollChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1 ## Verbosity level of ToolChain
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1 ## 1= will attempt to finalise if an execute fails
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery ##### Ignore these settings for local analysis
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File configfiles/LAPPDProcessedAna/ToolsConfig  ## list of tools to run and their config files
+
+##### Run Type #####
+Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Interactive 0 ## set to 1 if you want to run the code interactively
+
diff --git a/configfiles/LAPPDProcessedAna/ToolsConfig b/configfiles/LAPPDProcessedAna/ToolsConfig
new file mode 100644
index 000000000..fbf3f106a
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/ToolsConfig
@@ -0,0 +1,16 @@
+LoadGeometry LoadGeometry configfiles/LAPPDProcessedAna/ConfigGeo
+LoadANNIEEvent LoadANNIEEvent configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
+
+myTimeClustering TimeClustering configfiles/LAPPDProcessedAna/TimeClusteringConfig
+myFindMrdTracks FindMrdTracks configfiles/LAPPDProcessedAna/FindMrdTracksConfig
+
+LAPPDLoadStore LAPPDLoadStore configfiles/LAPPDProcessedAna/Configs
+LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDProcessedAna/ConfigStoreReadIn
+
+LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDProcessedAna/ConfigPreProcess
+LAPPDBaseline LAPPDBaseline configfiles/LAPPDProcessedAna/ConfigPreProcess
+LAPPDPlots LAPPDPlots configfiles/LAPPDProcessedAna/ConfigPlot
+
+LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot
+
+LAPPDTreeMaker LAPPDTreeMaker configfiles/LAPPDProcessedAna/Configs
diff --git a/configfiles/LAPPDProcessedAna/list.txt b/configfiles/LAPPDProcessedAna/list.txt
new file mode 100644
index 000000000..5c1947483
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/list.txt
@@ -0,0 +1 @@
+/pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_50ns_MRDtrack_noVeto_15mV_7strips_3xxx_104

From c8806492749aad87fc55b6b652e08f8767a4c057 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Wed, 12 Jun 2024 14:49:34 -0500
Subject: [PATCH 037/163] add pot and beam_ok loading to phase II tree maker
 add beam profile loading to EBSaver

 Changes to be committed:
	new file:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
	new file:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
	new file:   UserTools/ANNIEEventTreeMaker/README.md
	modified:   UserTools/EBLoadRaw/EBLoadRaw.cpp
	modified:   UserTools/EBSaver/EBSaver.cpp
	modified:   UserTools/EBSaver/EBSaver.h
	modified:   UserTools/Factory/Factory.cpp
	modified:   UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
	modified:   UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
	modified:   UserTools/Unity.h
	modified:   configfiles/EventBuilderV2/EBPMTConfig
	modified:   configfiles/EventBuilderV2/EBSaverConfig
	modified:   configfiles/EventBuilderV2/EBTriggerGrouperConfig
	modified:   configfiles/EventBuilderV2/list.txt
---
 .../ANNIEEventTreeMaker.cpp                   |  28 ++
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  39 +++
 UserTools/ANNIEEventTreeMaker/README.md       |  20 ++
 UserTools/EBLoadRaw/EBLoadRaw.cpp             |   5 +-
 UserTools/EBSaver/EBSaver.cpp                 | 294 +++++++++++++++---
 UserTools/EBSaver/EBSaver.h                   |  24 ++
 UserTools/Factory/Factory.cpp                 |   1 +
 .../PhaseIITreeMaker/PhaseIITreeMaker.cpp     |  75 ++++-
 UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h |   8 +
 UserTools/Unity.h                             |   1 +
 configfiles/EventBuilderV2/EBPMTConfig        |   2 +-
 configfiles/EventBuilderV2/EBSaverConfig      |   2 +-
 .../EventBuilderV2/EBTriggerGrouperConfig     |   2 +-
 configfiles/EventBuilderV2/list.txt           |   7 +-
 14 files changed, 437 insertions(+), 71 deletions(-)
 create mode 100644 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
 create mode 100644 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
 create mode 100644 UserTools/ANNIEEventTreeMaker/README.md

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
new file mode 100644
index 000000000..6953925f6
--- /dev/null
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -0,0 +1,28 @@
+#include "ANNIEEventTreeMaker.h"
+
+ANNIEEventTreeMaker::ANNIEEventTreeMaker():Tool(){}
+
+
+bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data){
+
+  /////////////////// Useful header ///////////////////////
+  if(configfile!="") m_variables.Initialise(configfile); // loading config file
+  //m_variables.Print();
+
+  m_data= &data; //assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  return true;
+}
+
+
+bool ANNIEEventTreeMaker::Execute(){
+
+  return true;
+}
+
+
+bool ANNIEEventTreeMaker::Finalise(){
+
+  return true;
+}
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
new file mode 100644
index 000000000..956e11ab2
--- /dev/null
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -0,0 +1,39 @@
+#ifndef ANNIEEventTreeMaker_H
+#define ANNIEEventTreeMaker_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+
+
+/**
+ * \class ANNIEEventTreeMaker
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+*
+* $Author: B.Richards $
+* $Date: 2019/05/28 10:44:00 $
+* Contact: b.richards@qmul.ac.uk
+*/
+class ANNIEEventTreeMaker: public Tool {
+
+
+ public:
+
+  ANNIEEventTreeMaker(); ///< Simple constructor
+  bool Initialise(std::string configfile,DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+  bool Execute(); ///< Execute function used to perform Tool purpose.
+  bool Finalise(); ///< Finalise function used to clean up resources.
+
+
+ private:
+
+
+
+
+
+};
+
+
+#endif
diff --git a/UserTools/ANNIEEventTreeMaker/README.md b/UserTools/ANNIEEventTreeMaker/README.md
new file mode 100644
index 000000000..cb2e852ff
--- /dev/null
+++ b/UserTools/ANNIEEventTreeMaker/README.md
@@ -0,0 +1,20 @@
+# ANNIEEventTreeMaker
+
+ANNIEEventTreeMaker
+
+## Data
+
+Describe any data formats ANNIEEventTreeMaker creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for ANNIEEventTreeMaker.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/EBLoadRaw/EBLoadRaw.cpp b/UserTools/EBLoadRaw/EBLoadRaw.cpp
index ef04f56c3..abf61c9af 100644
--- a/UserTools/EBLoadRaw/EBLoadRaw.cpp
+++ b/UserTools/EBLoadRaw/EBLoadRaw.cpp
@@ -150,11 +150,12 @@ bool EBLoadRaw::Execute()
   }
 
   // if more MRD events than VME PMT events, jump to next file
+  // this is an old option, why?
   if (MRDTotalEntries > PMTTotalEntries)
   {
-    FileCompleted = true;
+    //FileCompleted = true;
     Log("EBLoadRaw: Jumping to next file due to MRD entry is more than PMT entry.", v_message, verbosityEBLoadRaw);
-    return true;
+    //return true;
   }
 
   if (LoadPMT && PMTEntryNum == PMTTotalEntries)
diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index ad029ef07..f94d3e28a 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -18,6 +18,8 @@ bool EBSaver::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("savePath", savePath);
   saveName = "ProcessedData_";
   m_variables.Get("saveName", saveName);
+  beamInfoFileName = "BeamInfo.root";
+  m_variables.Get("beamInfoFileName", beamInfoFileName);
 
   saveTriggerGroups = true;
   savePMT = true;
@@ -30,6 +32,8 @@ bool EBSaver::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("saveLAPPD", saveLAPPD);
   saveOrphan = true;
   m_variables.Get("saveOrphan", saveOrphan);
+  saveBeamInfo = true;
+  m_variables.Get("saveBeamInfo", saveBeamInfo);
 
   ANNIEEvent = new BoostStore(false, 2);
 
@@ -62,6 +66,12 @@ bool EBSaver::Initialise(std::string configfile, DataModel &data)
   InProgressHitsAux = new std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *>;
   FinishedRawAcqSize = new std::map<uint64_t, std::map<unsigned long, std::vector<int>>>;
 
+  if (saveBeamInfo)
+  {
+    Log("EBSaver: saveBeamInfo is true, loading Beam Info", v_message, verbosityEBSaver);
+    LoadBeamInfo();
+  }
+
   return true;
 }
 
@@ -125,7 +135,7 @@ bool EBSaver::Execute()
       // if save Everything, in case there might be some mis aligned events not saved to that processed part file correctly and left in buffer, save them to corresponding part file
       if (runCode == savingRunCode)
       {
-          Log("\033[1;34m ****EBSaver: Saving a new event \033[0m", v_message, verbosityEBSaver);
+        Log("\033[1;34m ****EBSaver: Saving a new event \033[0m", v_message, verbosityEBSaver);
 
         std::string saveFileName = savePath + saveName + "_R" + to_string(runCode / 100000) + "S" + to_string((runCode % 100000) / 10000 - 1) + "p" + to_string(runCode % 10000);
         Log("EBSaver: Saving to " + saveFileName + " with run code " + std::to_string(runCode) + " at index " + std::to_string(i), v_message, verbosityEBSaver);
@@ -421,6 +431,7 @@ bool EBSaver::SaveToANNIEEvent(string saveFileName, int runCode, int triggerTrac
   bool PMTSaved = false; // incase of multiple 14 found in one group
   bool MRDSaved = false;
   bool LAPPDSaved = false;
+  bool beamInfoSaved = false;
 
   std::map<uint64_t, uint32_t> GroupedTrigger = GroupedTriggersInTotal[triggerTrack][trackIndex];
   // For each element in GroupedTrigger, find is it appear in PairedPMTTriggerTimestamp[triggerTrack],
@@ -430,7 +441,14 @@ bool EBSaver::SaveToANNIEEvent(string saveFileName, int runCode, int triggerTrac
     uint64_t triggerTime = trigger.first;
     uint32_t triggerType = trigger.second;
     if (triggerType == 14)
+    {
       Log("EBSaver: Found undelayed beam trigger with time " + std::to_string(triggerTime) + " in GroupedTrigger", v_debug, verbosityEBSaver);
+      if (!beamInfoSaved)
+      {
+        SaveBeamInfo(triggerTime);
+        beamInfoSaved = true;
+      }
+    }
 
     if (PairedPMTTriggerTimestamp.find(triggerTrack) != PairedPMTTriggerTimestamp.end())
     {
@@ -453,52 +471,54 @@ bool EBSaver::SaveToANNIEEvent(string saveFileName, int runCode, int triggerTrac
     }
 
     // check if PairedMRDTriggerTimestamp has element with key = triggerTrack
-    if(!MRDSaved){
-            Log("Finding trigger track = " + std::to_string(triggerTrack) + " in PairedMRDTriggerTimestamp", v_debug, verbosityEBSaver);
-    //print PairedMRDTriggerTimestamp with track number and size
-    for (auto const &track : PairedMRDTriggerTimestamp)
-  {
-    Log("EBSaver: in PairedMRDTriggerTimestamp track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
-  }
-   for (auto const &track : PairedMRDTimeStamps)
-  {
-    Log("EBSaver: in PairedMRDTimeStamps track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
-  }
-    if (PairedMRDTriggerTimestamp.find(triggerTrack) != PairedMRDTriggerTimestamp.end())
+    if (!MRDSaved)
     {
-      uint64_t minDiff = 100*60*1e9;
-      Log("Found trigger track = " + std::to_string(triggerTrack) + " in PairedMRDTriggerTimestamp", v_debug, verbosityEBSaver);
-      //print the size of PairedMRDTriggerTimestamp.at(triggerTrack), print the first and the last timestamp
-      Log("EBSaver: PairedMRDTriggerTimestamp size " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).size()), v_debug, verbosityEBSaver);
-      if(PairedMRDTriggerTimestamp.at(triggerTrack).size()>0)
-        Log("EBSaver: PairedMRDTriggerTimestamp first " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(0)) + ", last " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(PairedMRDTriggerTimestamp.at(triggerTrack).size()-1)), v_debug, verbosityEBSaver);
-        
-      for (int i = 0; i < PairedMRDTriggerTimestamp.at(triggerTrack).size(); i++)
+      Log("Finding trigger track = " + std::to_string(triggerTrack) + " in PairedMRDTriggerTimestamp", v_debug, verbosityEBSaver);
+      // print PairedMRDTriggerTimestamp with track number and size
+      for (auto const &track : PairedMRDTriggerTimestamp)
       {
-        uint64_t diff = (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) > triggerTime) ? PairedMRDTriggerTimestamp.at(triggerTrack).at(i) - triggerTime : triggerTime - PairedMRDTriggerTimestamp.at(triggerTrack).at(i);
-        if(diff < minDiff)
-          minDiff = diff;
-
-        if (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) == triggerTime || (diff<1e6))
+        Log("EBSaver: in PairedMRDTriggerTimestamp track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+      }
+      for (auto const &track : PairedMRDTimeStamps)
+      {
+        Log("EBSaver: in PairedMRDTimeStamps track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+      }
+      if (PairedMRDTriggerTimestamp.find(triggerTrack) != PairedMRDTriggerTimestamp.end())
+      {
+        uint64_t minDiff = 100 * 60 * 1e9;
+        Log("Found trigger track = " + std::to_string(triggerTrack) + " in PairedMRDTriggerTimestamp", v_debug, verbosityEBSaver);
+        // print the size of PairedMRDTriggerTimestamp.at(triggerTrack), print the first and the last timestamp
+        Log("EBSaver: PairedMRDTriggerTimestamp size " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).size()), v_debug, verbosityEBSaver);
+        if (PairedMRDTriggerTimestamp.at(triggerTrack).size() > 0)
+          Log("EBSaver: PairedMRDTriggerTimestamp first " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(0)) + ", last " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(PairedMRDTriggerTimestamp.at(triggerTrack).size() - 1)), v_debug, verbosityEBSaver);
+
+        for (int i = 0; i < PairedMRDTriggerTimestamp.at(triggerTrack).size(); i++)
         {
-          if(diff<1e6)
-            {Log("EBSaver: diff<1e6, is " + std::to_string(diff), v_debug, verbosityEBSaver);
+          uint64_t diff = (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) > triggerTime) ? PairedMRDTriggerTimestamp.at(triggerTrack).at(i) - triggerTime : triggerTime - PairedMRDTriggerTimestamp.at(triggerTrack).at(i);
+          if (diff < minDiff)
+            minDiff = diff;
+
+          if (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) == triggerTime || (diff < 1e6))
+          {
+            if (diff < 1e6)
+            {
+              Log("EBSaver: diff<1e6, is " + std::to_string(diff), v_debug, verbosityEBSaver);
               TriggerTimeWithoutMRD.emplace(PairedMRDTriggerTimestamp.at(triggerTrack).at(i), static_cast<int>(diff));
             }
-          uint64_t MRDTime = PairedMRDTimeStamps.at(triggerTrack).at(i);
-          bool saved = SaveMRDData(MRDTime);
-          MRDSaved = saved;
-          DataStreams["MRD"] = 1;
-          if (MRDSaved)
-            MRDPairInfoToRemoveTime[triggerTrack].push_back(MRDTime);
-          Log("EBSaver: Saved " + std::to_string(savedMRDNumber) + " MRD data with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
-          Log("EBSaver: Found trigger with time " + std::to_string(triggerTime) + " in PairedMRDTriggerTimestamp " + std::to_string(i) + " match with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
-          // break;
+            uint64_t MRDTime = PairedMRDTimeStamps.at(triggerTrack).at(i);
+            bool saved = SaveMRDData(MRDTime);
+            MRDSaved = saved;
+            DataStreams["MRD"] = 1;
+            if (MRDSaved)
+              MRDPairInfoToRemoveTime[triggerTrack].push_back(MRDTime);
+            Log("EBSaver: Saved " + std::to_string(savedMRDNumber) + " MRD data with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+            Log("EBSaver: Found trigger with time " + std::to_string(triggerTime) + " in PairedMRDTriggerTimestamp " + std::to_string(i) + " match with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+            // break;
+          }
         }
+        // Log("EBSaver: MRDData saved", 8, verbosityEBSaver);
+        Log("EBSaver: While saving MRD data, use trigger time " + std::to_string(triggerTime) + " with minDiff " + std::to_string(minDiff), v_debug, verbosityEBSaver);
       }
-      // Log("EBSaver: MRDData saved", 8, verbosityEBSaver);
-      Log("EBSaver: While saving MRD data, use trigger time " + std::to_string(triggerTime) + " with minDiff " + std::to_string(minDiff), v_debug, verbosityEBSaver);
-    }
     }
 
     if (PairedLAPPDTriggerTimestamp.find(triggerTrack) != PairedLAPPDTriggerTimestamp.end())
@@ -690,12 +710,13 @@ bool EBSaver::SavePMTData(uint64_t PMTTime)
 
   Log("EBSaver: Got PMT data, saving", v_debug, verbosityEBSaver);
 
-  //check does the ANNIEEvent already have the key "Hits", if yes, print the size of the vector of each key
-  //also print the size of the vector of each key in new PMTHits
-  //Then Merger the two maps
+  // check does the ANNIEEvent already have the key "Hits", if yes, print the size of the vector of each key
+  // also print the size of the vector of each key in new PMTHits
+  // Then Merger the two maps
   std::map<unsigned long, std::vector<Hit>> *OldPMTHits = new std::map<unsigned long, std::vector<Hit>>;
   bool gotHits = ANNIEEvent->Get("Hits", OldPMTHits);
-  if(gotHits){
+  if (gotHits)
+  {
     Log("EBSaver: ANNIEEvent already has key Hits, size " + std::to_string(OldPMTHits->size()), v_debug, verbosityEBSaver);
     for (auto const &time : *OldPMTHits)
       Log("EBSaver: OldPMTHits old time " + std::to_string(time.first) + " size " + std::to_string(time.second.size()), v_debug, verbosityEBSaver);
@@ -718,7 +739,6 @@ bool EBSaver::SavePMTData(uint64_t PMTTime)
     Log("EBSaver: Merged PMT data, PMTHits size " + std::to_string(PMTHits->size()), v_debug, verbosityEBSaver);
   }
 
-
   ANNIEEvent->Set("Hits", PMTHits, true);
   ANNIEEvent->Set("RecoADCData", PMTRecoADCHits);
   ANNIEEvent->Set("AuxHits", PMTHitsAux, true);
@@ -1147,4 +1167,188 @@ void EBSaver::BuildEmptyLAPPDData()
   ANNIEEvent->Set("LAPPDTSCorrection", LAPPDTSCorrection);
   ANNIEEvent->Set("LAPPDBGCorrection", LAPPDBGCorrection);
   ANNIEEvent->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+}
+
+void EBSaver::LoadBeamInfo()
+{
+  TFile *file = new TFile(beamInfoFileName.c_str(), "READ");
+  TTree *tree;
+  file->GetObject("BeamTree", tree);
+
+  if (!tree)
+  {
+    cout << "EBSaver: Failed to load beam info from file with name: " << beamInfoFileName << endl;
+    return;
+  }
+
+  // copy from IFBeamDBInterfaceV2.cpp
+  //  Here's some documentation for some of the parameters stored in the beam
+  // database. It's taken from the MicroBooNE operations wiki:
+  // http://tinyurl.com/z3c4mxs
+  //
+  // The status page shows the present reading of beamline instrumentation. All
+  // of this data is being stored to IF beam Database. The "IF Beam DB
+  // dashboard":http://dbweb4.fnal.gov:8080/ifbeam/app/BNBDash/index provides
+  // another view of beam data. Some of it is redundant to the status page, but
+  // it verifies that the data is being stored in the database. At present the
+  // page shows following devices:
+  //   * TOR860, TOR875 - two toroids in BNB measuring beam intensity. TOR860 is
+  //     at the beginning of the beamline, and TOR875 is at the end.
+  //   * THCURR - horn current
+  //   * HWTOUT - horn water temperature coming out of the horn.
+  //   * BTJT2 - target temperature
+  //   * HP875, VP875 - beam horizontal and vertical positions at the 875
+  //     location, about 4.5 m upstream of the target center.
+  //   * HPTG1, VPTG1 - beam horizontal and vertical positions immediately
+  //     (about 2.5 m) upstream of the target center.
+  //   * HPTG2, VPTG2 - beam horizontal and vertical positions more immediately
+  //     (about 1.5 m) upstream of the target center.
+  //   * Because there are no optics between H/VP875 and H/VPTG2, the movements
+  //     on these monitors should scale with the difference in distances.
+  //   * BTJT2 - target air cooling temperature. Four RTD measure the return
+  //     temperature of the cooling air. This is the one closest to the target.
+  //   * BTH2T2 - target air cooling temperature. This is the temperature of the
+  //     air going into the horn.
+
+  // additionally, the unit of E_TOR860 and E_TOR875 is E12
+
+  uint64_t timestamp;
+  double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
+
+  tree->SetBranchAddress("Timestamp", &timestamp);
+  tree->SetBranchAddress("E_TOR860", &E_TOR860);
+  tree->SetBranchAddress("E_TOR875", &E_TOR875);
+  tree->SetBranchAddress("E_THCURR", &THCURR);
+  tree->SetBranchAddress("E_BTJT2", &BTJT2);
+  tree->SetBranchAddress("E_HP875", &HP875);
+  tree->SetBranchAddress("E_VP875", &VP875);
+  tree->SetBranchAddress("E_HPTG1", &HPTG1);
+  tree->SetBranchAddress("E_VPTG1", &VPTG1);
+  tree->SetBranchAddress("E_HPTG2", &HPTG2);
+  tree->SetBranchAddress("E_VPTG2", &VPTG2);
+  tree->SetBranchAddress("E_BTH2T2", &BTH2T2);
+
+  Long64_t nentries = tree->GetEntries();
+  Log("EBSaver: Loading beam infor, total entries in beam info file: " + std::to_string(nentries), v_message, verbosityEBSaver);
+  for (Long64_t i = 0; i < nentries; ++i)
+  {
+    tree->GetEntry(i);
+    if (i % (static_cast<int>(nentries / 10)) == 0)
+      Log("EBSaver: Loading beam info, processed " + std::to_string(i) + " entries", v_message, verbosityEBSaver);
+    BeamInfoTimestamps.push_back(timestamp);
+    E_TOR860_map.emplace(timestamp, E_TOR860);
+    E_TOR875_map.emplace(timestamp, E_TOR875);
+    THCURR_map.emplace(timestamp, THCURR);
+    BTJT2_map.emplace(timestamp, BTJT2);
+    HP875_map.emplace(timestamp, HP875);
+    VP875_map.emplace(timestamp, VP875);
+    HPTG1_map.emplace(timestamp, HPTG1);
+    VPTG1_map.emplace(timestamp, VPTG1);
+    HPTG2_map.emplace(timestamp, HPTG2);
+    VPTG2_map.emplace(timestamp, VPTG2);
+    BTH2T2_map.emplace(timestamp, BTH2T2);
+  }
+
+  Log("EBSaver: Loaded number of E_TOR860 entries: " + std::to_string(E_TOR860_map.size()), v_message, verbosityEBSaver);
+
+  Log("EBSaver: Finished loading beam info from " + beamInfoFileName, v_message, verbosityEBSaver);
+
+  return;
+}
+
+bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
+{
+  double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
+  // find the closest timestamp in vector<uint64_t> BeamInfoTimestamps
+
+  uint64_t closestTimestamp = 0;
+  double minDiff = 5 * 60 * 1e9; // 5 minutes
+  int minIndex = -1;
+
+  for (int i = 0; i < BeamInfoTimestamps.size(); i++)
+  {
+    uint64_t timestamp = BeamInfoTimestamps.at(i) * 1e6;
+    if(i<2 || i>BeamInfoTimestamps.size()-2)
+    {
+      cout<<"BeamInfoTimestamps["<<i<<"]*1e6 = "<<timestamp<<", TriggerTime = "<<TriggerTime<<endl;
+    }
+    double diff = (timestamp > TriggerTime) ? timestamp - TriggerTime : TriggerTime - timestamp;
+    if (diff < minDiff)
+    {
+      minDiff = diff;
+      minIndex = i;
+    }
+  }
+
+  if (minIndex == -1)
+  {
+    Log("EBSaver: Failed to find the closest beam info timestamp to trigger time", v_message, verbosityEBSaver);
+
+    ANNIEEvent->Set("BeamInfoTime", 0);
+    ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", -9999);
+    ANNIEEvent->Set("beam_E_TOR860", -9999);
+    ANNIEEvent->Set("beam_E_TOR875", -9999);
+    ANNIEEvent->Set("beam_THCURR", -9999);
+    ANNIEEvent->Set("beam_BTJT2", -9999);
+    ANNIEEvent->Set("beam_HP875", -9999);
+    ANNIEEvent->Set("beam_VP875", -9999);
+    ANNIEEvent->Set("beam_HPTG1", -9999);
+    ANNIEEvent->Set("beam_VPTG1", -9999);
+    ANNIEEvent->Set("beam_HPTG2", -9999);
+    ANNIEEvent->Set("beam_VPTG2", -9999);
+    ANNIEEvent->Set("beam_BTH2T2", -9999);
+    ANNIEEvent->Set("beam_good", false);
+
+    Log("EBSaver: Saved beam info with time " + std::to_string(0) + ", pot E_TOR860 = " + std::to_string(-9999) + ", beam_good = " + std::to_string(-9999), v_message, verbosityEBSaver);
+  }
+  else
+  {
+    Log("Found the closest beam info timestamp to trigger time at index " + std::to_string(minIndex) + " with time " + std::to_string(BeamInfoTimestamps.at(minIndex)), v_message, verbosityEBSaver);
+
+    // get the precise difference
+    uint64_t beamInfoTime = BeamInfoTimestamps.at(minIndex);
+    int64_t timeDiff = (beamInfoTime > TriggerTime) ? beamInfoTime - TriggerTime : -static_cast<int64_t>(TriggerTime - beamInfoTime);
+
+    // check if the map has the key
+    E_TOR860 = E_TOR860_map.at(beamInfoTime);
+    E_TOR875 = E_TOR875_map.at(beamInfoTime);
+    THCURR = THCURR_map.at(beamInfoTime);
+    BTJT2 = BTJT2_map.at(beamInfoTime);
+    HP875 = HP875_map.at(beamInfoTime);
+    VP875 = VP875_map.at(beamInfoTime);
+    HPTG1 = HPTG1_map.at(beamInfoTime);
+    VPTG1 = VPTG1_map.at(beamInfoTime);
+    HPTG2 = HPTG2_map.at(beamInfoTime);
+    VPTG2 = VPTG2_map.at(beamInfoTime);
+    BTH2T2 = BTH2T2_map.at(beamInfoTime);
+
+    ANNIEEvent->Set("BeamInfoTime", beamInfoTime*1e6);
+    ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", timeDiff);
+
+    ANNIEEvent->Set("beam_E_TOR860", E_TOR860);
+    ANNIEEvent->Set("beam_E_TOR875", E_TOR875);
+    ANNIEEvent->Set("beam_THCURR", THCURR);
+    ANNIEEvent->Set("beam_BTJT2", BTJT2);
+    ANNIEEvent->Set("beam_HP875", HP875);
+    ANNIEEvent->Set("beam_VP875", VP875);
+    ANNIEEvent->Set("beam_HPTG1", HPTG1);
+    ANNIEEvent->Set("beam_VPTG1", VPTG1);
+    ANNIEEvent->Set("beam_HPTG2", HPTG2);
+    ANNIEEvent->Set("beam_VPTG2", VPTG2);
+    ANNIEEvent->Set("beam_BTH2T2", BTH2T2);
+
+    int beam_good = 0;
+
+    if (THCURR > 172 && THCURR < 176)
+    {
+      if (E_TOR860 > 0.5 && E_TOR860 < 8 && E_TOR875 > 0.5 && E_TOR875 < 8 && (E_TOR875 - E_TOR860) / E_TOR860 < 0.05)
+        beam_good = 1;
+    }
+
+    ANNIEEvent->Set("beam_good", beam_good);
+
+    Log("EBSaver: Saved beam info with time " + std::to_string(beamInfoTime) + ", pot E_TOR860 = " + std::to_string(E_TOR860) + ", beam_good = " + std::to_string(beam_good), v_message, verbosityEBSaver);
+  }
+
+  return true;
 }
\ No newline at end of file
diff --git a/UserTools/EBSaver/EBSaver.h b/UserTools/EBSaver/EBSaver.h
index 1388b07dd..a9ad3dcee 100644
--- a/UserTools/EBSaver/EBSaver.h
+++ b/UserTools/EBSaver/EBSaver.h
@@ -14,6 +14,8 @@
 #include "ADCPulse.h"
 #include "CalibratedADCWaveform.h"
 #include "BeamStatus.h"
+#include "TFile.h"
+#include "TTree.h"
 
 /**
  * \class EBSaver
@@ -45,6 +47,7 @@ class EBSaver : public Tool
     bool SavePMTData(uint64_t PMTTime);
     bool SaveMRDData(uint64_t MRDTime);
     bool SaveLAPPDData(uint64_t LAPPDTime);
+    bool SaveBeamInfo(uint64_t TriggerTime);
 
     bool SaveOrphan(int runCode);
     bool SaveOrphanPMT(int runCode);
@@ -56,6 +59,8 @@ class EBSaver : public Tool
     void BuildEmptyMRDData();
     void BuildEmptyLAPPDData();
 
+    void LoadBeamInfo();
+
 private:
     int saveRunNumber;
     int saveSubrunNumber;
@@ -68,10 +73,13 @@ class EBSaver : public Tool
     bool saveMRD;
     bool saveLAPPD;
     bool saveOrphan;
+    bool saveBeamInfo;
 
     string savePath;
     string saveName;
 
+    string beamInfoFileName;
+
     int verbosityEBSaver;
     int v_message = 1;
     int v_warning = 2;
@@ -162,6 +170,22 @@ class EBSaver : public Tool
     std::map<int, vector<uint64_t>> PairedLAPPDTriggerTimestamp;
     std::map<int, vector<int>> PairedLAPPD_TriggerIndex;
     std::map<int, vector<uint64_t>> PairedLAPPDTimeStamps;
+
+
+    // beam info related objects
+    vector<uint64_t> BeamInfoTimestamps;
+    std::map<uint64_t, double> E_TOR860_map;
+    std::map<uint64_t, double> E_TOR875_map;
+    std::map<uint64_t, double> THCURR_map;
+    std::map<uint64_t, double> BTJT2_map;
+    std::map<uint64_t, double> HP875_map;
+    std::map<uint64_t, double> VP875_map;
+    std::map<uint64_t, double> HPTG1_map;
+    std::map<uint64_t, double> VPTG1_map;
+    std::map<uint64_t, double> HPTG2_map;
+    std::map<uint64_t, double> VPTG2_map;
+    std::map<uint64_t, double> BTH2T2_map;
+
 };
 
 #endif
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index c062d6343..43dd70ca3 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -180,5 +180,6 @@ if (tool=="EBLAPPD") ret=new EBLAPPD;
 if (tool=="EBPMT") ret=new EBPMT;
 if (tool=="EBMRD") ret=new EBMRD;
 if (tool=="EBSaver") ret=new EBSaver;
+if (tool=="ANNIEEventTreeMaker") ret=new ANNIEEventTreeMaker;
 return ret;
 }
diff --git a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
index f820cb3f7..b0c4d0faf 100644
--- a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
+++ b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
@@ -114,8 +114,8 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
       fPhaseIITankClusterTree->Branch("LAPPD_BGCorrection",&fLAPPD_BGCorrection);
       fPhaseIITankClusterTree->Branch("LAPPD_OSInMinusPS",&fLAPPD_OSInMinusPS);
 
-      fPhaseIITankClusterTree->Branch("fGroupedTriggerTime",&fGroupedTriggerTime);
-      fPhaseIITankClusterTree->Branch("fGroupedTriggerWord",&fGroupedTriggerWord);
+      fPhaseIITankClusterTree->Branch("GroupedTriggerTime",&fGroupedTriggerTime);
+      fPhaseIITankClusterTree->Branch("GroupedTriggerWord",&fGroupedTriggerWord);
     } 
   } 
 
@@ -185,8 +185,8 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
       fPhaseIIMRDClusterTree->Branch("LAPPD_BGCorrection",&fLAPPD_BGCorrection);
       fPhaseIIMRDClusterTree->Branch("LAPPD_OSInMinusPS",&fLAPPD_OSInMinusPS);
 
-      fPhaseIIMRDClusterTree->Branch("fGroupedTriggerTime",&fGroupedTriggerTime);
-      fPhaseIIMRDClusterTree->Branch("fGroupedTriggerWord",&fGroupedTriggerWord);
+      fPhaseIIMRDClusterTree->Branch("GroupedTriggerTime",&fGroupedTriggerTime);
+      fPhaseIIMRDClusterTree->Branch("GroupedTriggerWord",&fGroupedTriggerWord);
     } 
 
   }
@@ -437,8 +437,8 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
       fPhaseIITrigTree->Branch("LAPPD_BGCorrection",&fLAPPD_BGCorrection);
       fPhaseIITrigTree->Branch("LAPPD_OSInMinusPS",&fLAPPD_OSInMinusPS);
 
-      fPhaseIITrigTree->Branch("fGroupedTriggerTime",&fGroupedTriggerTime);
-      fPhaseIITrigTree->Branch("fGroupedTriggerWord",&fGroupedTriggerWord);
+      fPhaseIITrigTree->Branch("GroupedTriggerTime",&fGroupedTriggerTime);
+      fPhaseIITrigTree->Branch("GroupedTriggerWord",&fGroupedTriggerWord);
     } 
   }
   return true;
@@ -538,11 +538,15 @@ bool PhaseIITreeMaker::Execute(){
       fClusterNumber = cluster_num;
 
       //Standard run level information
-      Log("PhaseIITreeMaker Tool: Getting run level information from ANNIEEvent",v_debug,verbosity);
+      Log("PhaseIITreeMaker Tool: tank cluster, Getting run level information from ANNIEEvent",v_debug,verbosity);
+            // m_data->Stores.at("ANNIEEvent")->Print(false);
+
       m_data->Stores.at("ANNIEEvent")->Get("RunNumber",fRunNumber);
       m_data->Stores.at("ANNIEEvent")->Get("SubrunNumber",fSubrunNumber);
       m_data->Stores.at("ANNIEEvent")->Get("RunType",fRunType);
       m_data->Stores.at("ANNIEEvent")->Get("RunStartTime",fStartTime);
+
+      
   
       fStartTime_Tree = (ULong64_t) fStartTime;
       // ANNIE Event number
@@ -554,10 +558,19 @@ bool PhaseIITreeMaker::Execute(){
       fTriggerword = int(trigword_tmp);
       m_data->Stores["ANNIEEvent"]->Get("TriggerExtended",fExtended);
       BeamStatus beamstat;
-      m_data->Stores["ANNIEEvent"]->Get("BeamStatus",beamstat);
+      bool get_beamstat = m_data->Stores["ANNIEEvent"]->Get("BeamStatus",beamstat);
+
+      if(get_beamstat)
+      {
       if (beamstat.ok()) fBeamok = 1;
       else fBeamok = 0;
       fPot = beamstat.pot();
+      }else{
+      bool gotfBeamok = m_data->Stores["ANNIEEvent"]->Get("beam_good",fBeamok);
+      bool gotpot = m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875",fPot);
+      if(!gotfBeamok) fBeamok = 0;
+      if(!gotpot) fPot = -99999;
+      }
 
       bool pmtmrdcoinc, noveto;
       m_data->Stores.at("RecoEvent")->Get("PMTMRDCoinc",pmtmrdcoinc);
@@ -687,10 +700,19 @@ bool PhaseIITreeMaker::Execute(){
       fTriggerword = int(trigword_temp);
       m_data->Stores["ANNIEEvent"]->Get("TriggerExtended",fExtended);
       BeamStatus beamstat;
-      m_data->Stores["ANNIEEvent"]->Get("BeamStatus",beamstat);
+      bool get_beamstat = m_data->Stores["ANNIEEvent"]->Get("BeamStatus",beamstat);
+
+      if(get_beamstat)
+      {
       if (beamstat.ok()) fBeamok = 1;
       else fBeamok = 0;
       fPot = beamstat.pot();
+      }else{
+      m_data->Stores["ANNIEEvent"]->Get("beam_good",fBeamok);
+      m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875",fPot);
+
+      }
+
       bool pmtmrdcoinc, noveto;
       m_data->Stores.at("RecoEvent")->Get("PMTMRDCoinc",pmtmrdcoinc);
       m_data->Stores.at("RecoEvent")->Get("NoVeto",noveto);
@@ -763,7 +785,10 @@ bool PhaseIITreeMaker::Execute(){
       //FIXME: calculate fMRDClusterTime
 
       //Standard run level information
-      Log("PhaseIITreeMaker Tool: Getting run level information from ANNIEEvent",v_debug,verbosity);
+      Log("PhaseIITreeMaker Tool: MRD cluster, Getting run level information from ANNIEEvent",v_debug,verbosity);
+      
+           // // m_data->Stores.at("ANNIEEvent")->Print(false);
+
       m_data->Stores.at("ANNIEEvent")->Get("RunNumber",fRunNumber);
       m_data->Stores.at("ANNIEEvent")->Get("SubrunNumber",fSubrunNumber);
       m_data->Stores.at("ANNIEEvent")->Get("RunType",fRunType);
@@ -792,7 +817,9 @@ bool PhaseIITreeMaker::Execute(){
  
   if(TriggerProcessing) {
 
-    Log("PhaseIITreeMaker Tool: Getting run level information from ANNIEEvent",v_debug,verbosity);
+    Log("PhaseIITreeMaker Tool: trigger, Getting run level information from ANNIEEvent",v_debug,verbosity);
+          // m_data->Stores.at("ANNIEEvent")->Print(false);
+
     this->ResetVariables();
 
     m_data->Stores.at("ANNIEEvent")->Get("RunNumber",fRunNumber);
@@ -812,11 +839,21 @@ bool PhaseIITreeMaker::Execute(){
     m_data->Stores.at("ANNIEEvent")->Get("TriggerWord",trigword_temp);
     fTriggerword = int(trigword_temp);
     m_data->Stores["ANNIEEvent"]->Get("TriggerExtended",fExtended);
-    BeamStatus beamstat;
-    m_data->Stores["ANNIEEvent"]->Get("BeamStatus",beamstat);
-    if (beamstat.ok()) fBeamok = 1;
-    else fBeamok = 0;
-    fPot = beamstat.pot();
+      BeamStatus beamstat;
+      bool get_beamstat = m_data->Stores["ANNIEEvent"]->Get("BeamStatus",beamstat);
+
+      if(get_beamstat)
+      {
+      if (beamstat.ok()) fBeamok = 1;
+      else fBeamok = 0;
+      fPot = beamstat.pot();
+      }else{
+      bool gotfBeamok = m_data->Stores["ANNIEEvent"]->Get("beam_good",fBeamok);
+      bool gotpot = m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875",fPot);
+      if(!gotfBeamok) fBeamok = 0;
+      if(!gotpot) fPot = -99999;
+
+      }
  
     m_data->Stores.at("ANNIEEvent")->Get("DataStreams",fDataStreams);
     m_data->Stores.at("RecoEvent")->Get("PMTMRDCoinc",pmtmrdcoinc);
@@ -1928,7 +1965,9 @@ for (std::map<uint64_t, PsecData>::iterator it = LAPPDDataMap.begin(); it != LAP
     fLAPPD_OSInMinusPS.push_back(LAPPDOSInMinusPS[key]);
   }
 
+  //cout<<"Grouped Trigger Size: "<<GroupedTrigger.size()<<endl;
   for(std::map<uint64_t, uint32_t>::iterator it = GroupedTrigger.begin(); it != GroupedTrigger.end(); ++it) {
+    //cout<<"Grouped Trigger: "<<it->first<<" "<<it->second<<endl;
     uint64_t key = it->first;
     uint32_t value = it->second;
 
@@ -1949,6 +1988,10 @@ void PhaseIITreeMaker::LoadLAPPDData()
   m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
   m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
   m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+  
+  
+  m_data->Stores["ANNIEEvent"]->Get("GroupedTrigger", GroupedTrigger);
   if(LAPPDDataMap.size() != 0)
     FillLAPPDData();
+
 }
\ No newline at end of file
diff --git a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
index bffe7e497..c3adca9ad 100644
--- a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
+++ b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
@@ -387,6 +387,14 @@ class PhaseIITreeMaker: public Tool {
   vector<uint64_t> fGroupedTriggerTime;
   vector<uint32_t> fGroupedTriggerWord;
 
+
+    uint64_t beamInfoTime;
+    int64_t timeDiff;
+  double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
+
+
+
+
 };
 
 
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 574d41e82..92a85c89c 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -188,3 +188,4 @@
 #include "EBPMT.h"
 #include "EBMRD.h"
 #include "EBSaver.h"
+#include "ANNIEEventTreeMaker.h"
diff --git a/configfiles/EventBuilderV2/EBPMTConfig b/configfiles/EventBuilderV2/EBPMTConfig
index 6899f2395..f7196af27 100644
--- a/configfiles/EventBuilderV2/EBPMTConfig
+++ b/configfiles/EventBuilderV2/EBPMTConfig
@@ -1,4 +1,4 @@
 verbosityEBPMT 3
 matchTargetTrigger 5
-matchTolerance_ns 200
+matchTolerance_ns 100
 matchToAllTriggers 1
diff --git a/configfiles/EventBuilderV2/EBSaverConfig b/configfiles/EventBuilderV2/EBSaverConfig
index 922c6714c..23005b942 100644
--- a/configfiles/EventBuilderV2/EBSaverConfig
+++ b/configfiles/EventBuilderV2/EBSaverConfig
@@ -7,4 +7,4 @@ saveLAPPD 1
 saveRunInfo 1
 saveBeamInfo 1
 
-
+beamInfoFileName BeamInfo.root
diff --git a/configfiles/EventBuilderV2/EBTriggerGrouperConfig b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
index 81cb3b2f2..bb80aed08 100644
--- a/configfiles/EventBuilderV2/EBTriggerGrouperConfig
+++ b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
@@ -1,4 +1,4 @@
-verbosityEBTG 5
+verbosityEBTG 3
 GroupMode beam
 GroupTolerance 3000000
 GroupTrigWord 14 //undelayed beam
diff --git a/configfiles/EventBuilderV2/list.txt b/configfiles/EventBuilderV2/list.txt
index b7dcf75e3..cebfc229b 100644
--- a/configfiles/EventBuilderV2/list.txt
+++ b/configfiles/EventBuilderV2/list.txt
@@ -1,5 +1,2 @@
-/pnfs/annie/persistent/raw/raw/4890/RAWDataR4890S0p5
-/pnfs/annie/persistent/raw/raw/4890/RAWDataR4890S0p6
-/pnfs/annie/persistent/raw/raw/4890/RAWDataR4890S0p7
-/pnfs/annie/persistent/raw/raw/4890/RAWDataR4890S0p8
-/pnfs/annie/persistent/raw/raw/4890/RAWDataR4890S0p9
+/pnfs/annie/persistent/raw/raw/4763/RAWDataR4763S0p6
+/pnfs/annie/persistent/raw/raw/4763/RAWDataR4763S0p7

From 4fb752d0eef280e10a460f88e04d36df4e4eb72a Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Thu, 13 Jun 2024 09:48:55 -0500
Subject: [PATCH 038/163] debug of beam info loading in EBSaver load in
 PhaseIITriggerTree

 Changes to be committed:
	modified:   UserTools/EBSaver/EBSaver.cpp
	modified:   UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
---
 UserTools/EBSaver/EBSaver.cpp                 | 32 +++++++++++--------
 .../PhaseIITreeMaker/PhaseIITreeMaker.cpp     |  8 ++---
 2 files changed, 22 insertions(+), 18 deletions(-)

diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index f94d3e28a..a64da5d43 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -1284,20 +1284,24 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
   {
     Log("EBSaver: Failed to find the closest beam info timestamp to trigger time", v_message, verbosityEBSaver);
 
-    ANNIEEvent->Set("BeamInfoTime", 0);
-    ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", -9999);
-    ANNIEEvent->Set("beam_E_TOR860", -9999);
-    ANNIEEvent->Set("beam_E_TOR875", -9999);
-    ANNIEEvent->Set("beam_THCURR", -9999);
-    ANNIEEvent->Set("beam_BTJT2", -9999);
-    ANNIEEvent->Set("beam_HP875", -9999);
-    ANNIEEvent->Set("beam_VP875", -9999);
-    ANNIEEvent->Set("beam_HPTG1", -9999);
-    ANNIEEvent->Set("beam_VPTG1", -9999);
-    ANNIEEvent->Set("beam_HPTG2", -9999);
-    ANNIEEvent->Set("beam_VPTG2", -9999);
-    ANNIEEvent->Set("beam_BTH2T2", -9999);
-    ANNIEEvent->Set("beam_good", false);
+    uint64_t beamInfoTime = 0;
+    int64_t timeDiff = -9999;
+    double defaultVal = -9999.;
+    int beam_good = 0;
+    ANNIEEvent->Set("BeamInfoTime", beamInfoTime);
+    ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", timeDiff);
+    ANNIEEvent->Set("beam_E_TOR860", defaultVal);
+    ANNIEEvent->Set("beam_E_TOR875", defaultVal);
+    ANNIEEvent->Set("beam_THCURR", defaultVal);
+    ANNIEEvent->Set("beam_BTJT2", defaultVal);
+    ANNIEEvent->Set("beam_HP875", defaultVal);
+    ANNIEEvent->Set("beam_VP875", defaultVal);
+    ANNIEEvent->Set("beam_HPTG1", defaultVal);
+    ANNIEEvent->Set("beam_VPTG1", defaultVal);
+    ANNIEEvent->Set("beam_HPTG2", defaultVal);
+    ANNIEEvent->Set("beam_VPTG2", defaultVal);
+    ANNIEEvent->Set("beam_BTH2T2", defaultVal);
+    ANNIEEvent->Set("beam_good", beam_good);
 
     Log("EBSaver: Saved beam info with time " + std::to_string(0) + ", pot E_TOR860 = " + std::to_string(-9999) + ", beam_good = " + std::to_string(-9999), v_message, verbosityEBSaver);
   }
diff --git a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
index b0c4d0faf..208c766b5 100644
--- a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
+++ b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
@@ -708,9 +708,10 @@ bool PhaseIITreeMaker::Execute(){
       else fBeamok = 0;
       fPot = beamstat.pot();
       }else{
-      m_data->Stores["ANNIEEvent"]->Get("beam_good",fBeamok);
-      m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875",fPot);
-
+      bool gotfBeamok = m_data->Stores["ANNIEEvent"]->Get("beam_good",fBeamok);
+      bool gotpot = m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875",fPot);
+      if(!gotfBeamok) fBeamok = 0;
+      if(!gotpot) fPot = -99999;
       }
 
       bool pmtmrdcoinc, noveto;
@@ -852,7 +853,6 @@ bool PhaseIITreeMaker::Execute(){
       bool gotpot = m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875",fPot);
       if(!gotfBeamok) fBeamok = 0;
       if(!gotpot) fPot = -99999;
-
       }
  
     m_data->Stores.at("ANNIEEvent")->Get("DataStreams",fDataStreams);

From e9c41a5195fa7611ac83bc87ead9735060662d4e Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Thu, 13 Jun 2024 17:07:37 -0500
Subject: [PATCH 039/163] update LAPPDLoadStore for loading from multiple
 lappds map update LAPPDProcessedAna tool chain for processing built mutiple
 LAPPD data update the lappd offset fit script for empty PPS problem fix bug
 in EBSaver

 Changes to be committed:
	modified:   UserTools/EBSaver/EBSaver.cpp
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.h
	modified:   UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
	modified:   configfiles/LAPPDProcessedAna/Configs
	modified:   configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
	modified:   configfiles/LAPPDProcessedAna/list.txt
	modified:   offsetFit_MultipleLAPPD.cpp
---
 UserTools/EBSaver/EBSaver.cpp                 |  22 +--
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   | 130 +++++++++++++-----
 UserTools/LAPPDLoadStore/LAPPDLoadStore.h     |  24 +++-
 UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp   |   3 +-
 configfiles/LAPPDProcessedAna/Configs         |   7 +-
 .../LAPPDProcessedAna/LoadANNIEEventConfig    |   2 +-
 configfiles/LAPPDProcessedAna/list.txt        |  31 ++++-
 offsetFit_MultipleLAPPD.cpp                   |   8 ++
 8 files changed, 177 insertions(+), 50 deletions(-)

diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index a64da5d43..806a58ee9 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -615,7 +615,12 @@ bool EBSaver::SaveGroupedTriggers(int triggerTrack, int groupIndex)
   ANNIEEvent->Set("GroupedTrigger", GroupedTrigger);
   int matchTriggerType = triggerTrack;
   ANNIEEvent->Set("PrimaryTriggerWord", matchTriggerType);
-  ANNIEEvent->Set("TriggerWord", matchTriggerType);
+  if(matchTriggerType!=14){
+    ANNIEEvent->Set("TriggerWord", matchTriggerType);
+  }
+  else{
+    ANNIEEvent->Set("TriggerWord", 5);
+  }
 
   // find the triggertrack trigger time in GroupedTrigger
   uint64_t primaryTrigTime = 0;
@@ -1262,17 +1267,18 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
   // find the closest timestamp in vector<uint64_t> BeamInfoTimestamps
 
   uint64_t closestTimestamp = 0;
-  double minDiff = 5 * 60 * 1e9; // 5 minutes
+  double minDiff = 60 * 60 * 1e9; // 60 minutes
   int minIndex = -1;
 
   for (int i = 0; i < BeamInfoTimestamps.size(); i++)
   {
     uint64_t timestamp = BeamInfoTimestamps.at(i) * 1e6;
-    if(i<2 || i>BeamInfoTimestamps.size()-2)
-    {
-      cout<<"BeamInfoTimestamps["<<i<<"]*1e6 = "<<timestamp<<", TriggerTime = "<<TriggerTime<<endl;
-    }
     double diff = (timestamp > TriggerTime) ? timestamp - TriggerTime : TriggerTime - timestamp;
+    if (i == 0)
+      Log("EBSaver: First beam info timestamp is " + std::to_string(timestamp) + " with diff = " + std::to_string(diff), v_warning, verbosityEBSaver);
+    else if (i == BeamInfoTimestamps.size() - 1)
+      Log("EBSaver: Last beam info timestamp is " + std::to_string(timestamp) + " with diff = " + std::to_string(diff), v_warning, verbosityEBSaver);
+
     if (diff < minDiff)
     {
       minDiff = diff;
@@ -1307,7 +1313,7 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
   }
   else
   {
-    Log("Found the closest beam info timestamp to trigger time at index " + std::to_string(minIndex) + " with time " + std::to_string(BeamInfoTimestamps.at(minIndex)), v_message, verbosityEBSaver);
+    Log("Found the closest beam info timestamp to trigger time at index " + std::to_string(minIndex) + " with time " + std::to_string(BeamInfoTimestamps.at(minIndex)) + " and dt = " + std::to_string(minDiff), v_message, verbosityEBSaver);
 
     // get the precise difference
     uint64_t beamInfoTime = BeamInfoTimestamps.at(minIndex);
@@ -1326,7 +1332,7 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
     VPTG2 = VPTG2_map.at(beamInfoTime);
     BTH2T2 = BTH2T2_map.at(beamInfoTime);
 
-    ANNIEEvent->Set("BeamInfoTime", beamInfoTime*1e6);
+    ANNIEEvent->Set("BeamInfoTime", beamInfoTime * 1e6);
     ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", timeDiff);
 
     ANNIEEvent->Set("beam_E_TOR860", E_TOR860);
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index f067f4461..20371452a 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -43,6 +43,7 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
     m_variables.Get("loadOffsets", loadOffsets);
     // Control variables in this tool, initialized in this tool
     NonEmptyEvents = 0;
+    NonEmptyDataEvents = 0;
     PPSnumber = 0;
     isFiltered = false;
     isBLsub = false;
@@ -133,7 +134,8 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
 
     if (loadOffsets)
         LoadOffsetsAndCorrections();
-    if(LAPPDStoreReadInVerbosity>11) debugStoreReadIn.open("debugStoreReadIn.txt");
+    if (LAPPDStoreReadInVerbosity > 11)
+        debugStoreReadIn.open("debugStoreReadIn.txt");
 
     return true;
 }
@@ -171,7 +173,8 @@ bool LAPPDLoadStore::Execute()
     // decide loading data or not, set to LAPPDana for later tools
     LAPPDana = LoadData();
     m_data->CStore.Set("LAPPDana", LAPPDana);
-    if(LAPPDStoreReadInVerbosity>0) cout<<"LAPPDana for loading was set to "<<LAPPDana<<endl;
+    if (LAPPDStoreReadInVerbosity > 0)
+        cout << "LAPPDana for loading was set to " << LAPPDana << endl;
     if (!LAPPDana)
     {
         // not loading data, return
@@ -225,6 +228,7 @@ bool LAPPDLoadStore::Execute()
 
                 return true;
             }
+            NonEmptyDataEvents += 1;
         }
 
         // parsing finished, do pedestal subtraction
@@ -243,8 +247,9 @@ bool LAPPDLoadStore::Execute()
         m_data->Stores["ANNIEEvent"]->Set("SortedBoards", ParaBoards);
         m_data->Stores["ANNIEEvent"]->Set("TriggerChannelBase", TrigChannel);
 
-        m_data->CStore.Set("NewLAPPDDataAvailable",true);
-        if(LAPPDStoreReadInVerbosity>11) debugStoreReadIn<< " Set NewLAPPDDataAvailable to true"<<endl;
+        m_data->CStore.Set("NewLAPPDDataAvailable", true);
+        if (LAPPDStoreReadInVerbosity > 11)
+            debugStoreReadIn << " Set NewLAPPDDataAvailable to true" << endl;
 
         NonEmptyEvents += 1;
         eventNo++;
@@ -260,15 +265,30 @@ bool LAPPDLoadStore::Execute()
         // assume we only have PSEC data in ANNIEEvent, no PPS event.
         // loop the map, for each PSEC data, do the same loading and parsing.
         // load the waveform by using LAPPD_ID * board_number * channel_number as the key
+
+        /*
+        the format saved in the processed data file of ANNIEEvent is:
+            std::map<uint64_t, PsecData> LAPPDDataMap;
+            std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+            std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+            std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+            std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+            std::map<uint64_t, uint64_t> LAPPDOffsets;
+            std::map<uint64_t, int> LAPPDTSCorrection;
+            std::map<uint64_t, int> LAPPDBGCorrection;
+            std::map<uint64_t, int> LAPPDOSInMinusPS;
+        */
+
+        // data was already loaded in the LoadData()
+
         if (LAPPDStoreReadInVerbosity > 0)
             cout << "LAPPDStoreReadIn: LAPPDDataMap has " << LAPPDDataMap.size() << " LAPPD PSEC data " << endl;
         bool ValidDataLoaded = false;
         std::map<unsigned long, PsecData>::iterator it;
         for (it = LAPPDDataMap.begin(); it != LAPPDDataMap.end(); it++)
         {
-            unsigned long time = it->first;
+            uint64_t time = it->first;
             PsecData dat = it->second;
-
             ReadBoards = dat.BoardIndex;
             Raw_buffer = dat.RawWaveform;
             LAPPD_ID = dat.LAPPD_ID;
@@ -284,14 +304,34 @@ bool LAPPDLoadStore::Execute()
             m_data->CStore.Set("LAPPDanaData", true);
             bool parsData = ParsePSECData(); // TODO: now assuming all boards just has 30 channels. Need to be changed for gen 2
             if (parsData)
+            {
                 ValidDataLoaded = true;
+                LAPPDLoadedTimeStamps.push_back(time);
+                LAPPD_IDs.push_back(LAPPD_ID);
+                LAPPDLoadedTimeStampsRaw.push_back(LAPPDTimeStampsRaw.at(time));
+                LAPPDLoadedBeamgatesRaw.push_back(LAPPDBeamgatesRaw.at(time));
+                LAPPDLoadedOffsets.push_back(LAPPDOffsets.at(time));
+                LAPPDLoadedTSCorrections.push_back(LAPPDTSCorrection.at(time));
+                LAPPDLoadedBGCorrections.push_back(LAPPDBGCorrection.at(time));
+                LAPPDLoadedOSInMinusPS.push_back(LAPPDOSInMinusPS.at(time));
+            }
+            NonEmptyEvents += 1;
+            NonEmptyDataEvents += 1;
         }
+        eventNo++;
         LAPPDana = ValidDataLoaded;
         m_data->CStore.Set("LAPPDana", LAPPDana);
         DoPedestalSubtract();
 
         m_data->Stores["ANNIEEvent"]->Set("RawLAPPDData", LAPPDWaveforms); // leave this only for the merger tool
+        m_data->Stores["ANNIEEvent"]->Set("LAPPD_IDs", LAPPD_IDs);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDLoadedTimeStamps", LAPPDLoadedTimeStamps);
         // TODO: save other timestamps, variables and metadata for later use
+
+        if (eventNo % 500 == 0)
+        {
+            cout << "LAPPDLoadStore: Loaded " << eventNo << " events, " << NonEmptyDataEvents << " non empty LAPPD PSEC data loaded from all LAPPDs" << endl;
+        }
     }
 
     return true;
@@ -299,10 +339,12 @@ bool LAPPDLoadStore::Execute()
 
 bool LAPPDLoadStore::Finalise()
 {
+    cout << "\033[1;34mLAPPDLoadStore: Finalising\033[0m" << endl;
     cout << "LAPPDLoadStore: Got pps event in total: " << PPSnumber << endl;
-    cout << "LAPPDLoadStore: Got error events in total: " << errorEventsNumber << endl;
-    cout << "LAPPDLoadStore: Got non empty events in total: " << NonEmptyEvents << endl;
-    cout << "LAPPDLoadStore: Got event in total: " << eventNo << endl;
+    cout << "LAPPDLoadStore: Got error data or PPS events in total: " << errorEventsNumber << endl;
+    cout << "LAPPDLoadStore: Got non empty data and PPS events in total: " << NonEmptyEvents << endl;
+    cout << "LAPPDLoadStore: Got non empty data events in total: " << NonEmptyDataEvents << endl;
+    cout << "LAPPDLoadStore: End at event number: " << eventNo << endl;
     return true;
 }
 
@@ -462,6 +504,7 @@ int LAPPDLoadStore::getParsedMeta(std::vector<unsigned short> buffer, int BoardI
             if (PsecInfo[CHIP].size() < 13)
             {
                 NonEmptyEvents = NonEmptyEvents - 1;
+                NonEmptyDataEvents = NonEmptyDataEvents - 1;
                 cout << "meta data parsing wrong! PsecInfo[CHIP].size() < 13" << endl;
                 m_data->CStore.Set("LAPPDana", false);
                 return 1;
@@ -474,6 +517,7 @@ int LAPPDLoadStore::getParsedMeta(std::vector<unsigned short> buffer, int BoardI
             catch (...)
             {
                 NonEmptyEvents = NonEmptyEvents - 1;
+                NonEmptyDataEvents = NonEmptyDataEvents - 1;
                 cout << "meta data parsing wrong! meta.push_back(PsecInfo[CHIP][INFOWORD]);" << endl;
                 m_data->CStore.Set("LAPPDana", false);
                 return 1;
@@ -487,6 +531,7 @@ int LAPPDLoadStore::getParsedMeta(std::vector<unsigned short> buffer, int BoardI
             if (PsecTriggerInfo[CHIP].size() < 6)
             {
                 NonEmptyEvents = NonEmptyEvents - 1;
+                NonEmptyDataEvents = NonEmptyDataEvents - 1;
                 cout << "meta data parsing wrong! PsecTriggerInfo[CHIP].size() < 6" << endl;
                 m_data->CStore.Set("LAPPDana", false);
                 return 1;
@@ -499,6 +544,7 @@ int LAPPDLoadStore::getParsedMeta(std::vector<unsigned short> buffer, int BoardI
             catch (...)
             {
                 NonEmptyEvents = NonEmptyEvents - 1;
+                NonEmptyDataEvents = NonEmptyDataEvents - 1;
                 cout << "meta data parsing wrong! meta.push_back(PsecTriggerInfo[CHIP][TRIGGERWORD]);" << endl;
                 m_data->CStore.Set("LAPPDana", false);
                 return 1;
@@ -570,10 +616,11 @@ bool LAPPDLoadStore::LoadData()
         cout << "Got eventNo " << eventNo << endl;
 
     // if loaded enough events, stop the loop and return false
-    if (NonEmptyEvents == stopEntries)
+    if (NonEmptyEvents == stopEntries || NonEmptyEvents > stopEntries || NonEmptyDataEvents == stopEntries || NonEmptyDataEvents > stopEntries)
+
     {
         if (LAPPDStoreReadInVerbosity > 0)
-            cout << "LAPPDStoreReadIn: NonEmptyEvents is " << NonEmptyEvents << ", stopEntries is " << stopEntries << ", stop the loop" << endl;
+            cout << "LAPPDStoreReadIn: NonEmptyEvents is " << NonEmptyEvents << ", NonEmptyDataEvents is " << NonEmptyDataEvents << ", stopEntries is " << stopEntries << ", stop the loop" << endl;
         m_data->vars.Set("StopLoop", 1);
         return false;
     }
@@ -586,25 +633,26 @@ bool LAPPDLoadStore::LoadData()
     if (loadPSEC || loadPPS)
     { // if load any kind of data
         // if there is no LAPPD data in event store, and not getting data from CStore, return false, don't load
-        if (!DataStreams["LAPPD"] && PsecReceiveMode == 0)
+        if (!DataStreams["LAPPD"] && PsecReceiveMode == 0 && !MultiLAPPDMap) // if doesn't have datastream, not reveive data from raw data store (PsecReceiveMode), not loading multiple LAPPD map from processed data
         {
             return false;
         }
-        else if (PsecReceiveMode == 1) // no LAPPD data in event store, but load from CStore (for merging LAPPD to ANNIEEvent)
-        {                              // only get PSEC data from CStore, no PPS
+        else if (PsecReceiveMode == 1 && !MultiLAPPDMap) // no LAPPD data in event store, but load from CStore (for merging LAPPD to ANNIEEvent)
+        {                                                // only get PSEC object from CStore
             // if loading from raw data, and the loading was set to pause, return false
             bool LAPPDRawLoadingPaused = false;
             m_data->CStore.Get("PauseLAPPDDecoding", LAPPDRawLoadingPaused);
-            if (LAPPDRawLoadingPaused){
-                m_data->CStore.Set("NewLAPPDDataAvailable",false);
+            if (LAPPDRawLoadingPaused)
+            {
+                m_data->CStore.Set("NewLAPPDDataAvailable", false);
                 return false;
             }
-                
 
             PsecData dat;
             bool getData = m_data->CStore.Get("LAPPDData", dat);
-            if(getData){
-                m_data->CStore.Set("StoreLoadedLAPPDData",dat);
+            if (getData)
+            {
+                m_data->CStore.Set("StoreLoadedLAPPDData", dat);
             }
             if (LAPPDStoreReadInVerbosity > 0)
                 cout << "LAPPDStoreReadIn: getting LAPPDData from CStore" << endl;
@@ -672,7 +720,7 @@ bool LAPPDLoadStore::LoadData()
                 return false;
             }
         }
-        else if (DataStreams["LAPPD"] && PsecReceiveMode == 0)
+        else if (DataStreams["LAPPD"] && PsecReceiveMode == 0 && !MultiLAPPDMap) // if load single lappd data at ID 0, require Datastream, not receive from cstore, not in multiLAPPDMap mode
         {
             PsecData dat;
             m_data->Stores["ANNIEEvent"]->Get("LAPPDData", dat);
@@ -700,13 +748,23 @@ bool LAPPDLoadStore::LoadData()
             }
             return true;
         }
-        else if (DataStreams["LAPPD"] && MultiLAPPDMap)
+        else if (DataStreams["LAPPD"] && PsecReceiveMode == 0 && MultiLAPPDMap) // if not receive from cstore, and load multi lappd map
         {
             bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
             if (LAPPDStoreReadInVerbosity > 0)
                 cout << "LAPPDStoreReadIn: getting LAPPDDataMap from ANNIEEvent" << endl;
             if (getMap)
+            {
+                bool gotBeamgates_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+                bool gotTimeStamps_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+                bool gotTimeStampsRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+                bool gotBeamgatesRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+                bool gotOffsets = m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
+                bool gotTSCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+                bool gotDBGCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+                bool gotOSInMinusPS = m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
                 return true;
+            }
         }
     }
     return false; // if not any of the above, return false
@@ -981,11 +1039,13 @@ void LAPPDLoadStore::SaveTimeStamps()
     m_data->Stores["ANNIEEvent"]->Set("LAPPDBeamgate_Raw", beamgate_63_0);
     m_data->Stores["ANNIEEvent"]->Set("LAPPDTimestamp_Raw", timestamp_63_0);
 
-    if(LAPPDStoreReadInVerbosity>11) debugStoreReadIn<<eventNo<<" LAPPDStoreReadIn, Saving timestamps, beamgate_timestamp: "<<beamgate_63_0<<", lappd_timestamp: "<<timestamp_63_0<<endl;
+    if (LAPPDStoreReadInVerbosity > 11)
+        debugStoreReadIn << eventNo << " LAPPDStoreReadIn, Saving timestamps, beamgate_timestamp: " << beamgate_63_0 << ", lappd_timestamp: " << timestamp_63_0 << endl;
 
     if (loadOffsets && runInfoLoaded)
     {
         // run number + sub run number + partfile number + LAPPD_ID to make a string key
+        // TODO: need to add a reset number here after got everything work
         // search it in the maps, then load
         SaveOffsets();
     }
@@ -1074,10 +1134,11 @@ void LAPPDLoadStore::SaveOffsets()
     m_data->CStore.Set("LAPPDOffset", LAPPDOffset);
     m_data->CStore.Set("LAPPDOffset_minus_ps", LAPPDOffset_minus_ps);
 
-    cout<<"LAPPDStoreReadIn, Saving offsets and corrections, key: "<<key<<", LAPPDOffset: "<<LAPPDOffset<<", LAPPDOffset_minus_ps: "<<LAPPDOffset_minus_ps<<", LAPPDBGCorrection: "<<LAPPDBGCorrection<<", LAPPDTSCorrection: "<<LAPPDTSCorrection<<endl;
+    cout << "LAPPDStoreReadIn, Saving offsets and corrections, key: " << key << ", LAPPDOffset: " << LAPPDOffset << ", LAPPDOffset_minus_ps: " << LAPPDOffset_minus_ps << ", LAPPDBGCorrection: " << LAPPDBGCorrection << ", LAPPDTSCorrection: " << LAPPDTSCorrection << endl;
 
-    if(LAPPDStoreReadInVerbosity>11) debugStoreReadIn<<eventNo<<"+LAPPDStoreReadIn, Saving offsets and corrections, key: "<<key<<", LAPPDOffset: "<<LAPPDOffset<<", LAPPDOffset_minus_ps: "<<LAPPDOffset_minus_ps<<", LAPPDBGCorrection: "<<LAPPDBGCorrection<<", LAPPDTSCorrection: "<<LAPPDTSCorrection<<endl;
-    }
+    if (LAPPDStoreReadInVerbosity > 11)
+        debugStoreReadIn << eventNo << "+LAPPDStoreReadIn, Saving offsets and corrections, key: " << key << ", LAPPDOffset: " << LAPPDOffset << ", LAPPDOffset_minus_ps: " << LAPPDOffset_minus_ps << ", LAPPDBGCorrection: " << LAPPDBGCorrection << ", LAPPDTSCorrection: " << LAPPDTSCorrection << endl;
+}
 
 void LAPPDLoadStore::LoadOffsetsAndCorrections()
 {
@@ -1113,7 +1174,7 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
     tree->SetBranchAddress("TSCorrection_tick", &TSCorrection_tick);
 
     Long64_t nentries = tree->GetEntries();
-    cout<<"LAPPDStoreReadIn Loading offsets and corrections, total entries: "<<nentries<<endl;
+    cout << "LAPPDStoreReadIn Loading offsets and corrections, total entries: " << nentries << endl;
     for (Long64_t i = 0; i < nentries; ++i)
     {
         tree->GetEntry(i);
@@ -1135,10 +1196,11 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
         BGCorrections[key][EventIndex] = static_cast<int>(BGCorrection_tick) - 1000;
         TSCorrections[key][EventIndex] = static_cast<int>(TSCorrection_tick) - 1000;
 
-        if(i%(static_cast<int>(nentries/10))==0)
-            {cout<<"LAPPDStoreReadIn Loading offsets and corrections, "<<i<<" entries loaded"<<endl;
-            cout<<"Printing key: "<<key<<", EventIndex: "<<EventIndex<<", final_offset_ns_0: "<<final_offset_ns_0<<", final_offset_ps_negative_0: "<<final_offset_ps_negative_0<<", BGCorrection_tick: "<<BGCorrection_tick<<", TSCorrection_tick: "<<TSCorrection_tick<<endl;
-            }
+        if (i % (static_cast<int>(nentries / 10)) == 0)
+        {
+            cout << "LAPPDStoreReadIn Loading offsets and corrections, " << i << " entries loaded" << endl;
+            cout << "Printing key: " << key << ", EventIndex: " << EventIndex << ", final_offset_ns_0: " << final_offset_ns_0 << ", final_offset_ps_negative_0: " << final_offset_ps_negative_0 << ", BGCorrection_tick: " << BGCorrection_tick << ", TSCorrection_tick: " << TSCorrection_tick << endl;
+        }
     }
 
     file->Close();
@@ -1149,8 +1211,8 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
 
 void LAPPDLoadStore::LoadRunInfo()
 {
-    if(LAPPDStoreReadInVerbosity>0)
-        cout<<"LAPPDStoreReadIn, Loading run info"<<endl;
+    if (LAPPDStoreReadInVerbosity > 0)
+        cout << "LAPPDStoreReadIn, Loading run info" << endl;
     int PFNumberBeforeGet = partFileNumber;
     m_data->CStore.Get("rawFileNumber", partFileNumber);
     m_data->CStore.Get("runNumber", runNumber);
@@ -1164,6 +1226,6 @@ void LAPPDLoadStore::LoadRunInfo()
     {
         eventNumberInPF++;
     }
-    if(LAPPDStoreReadInVerbosity>0)
-        cout<<"LAPPDStoreReadIn, Loaded run info, runNumber: "<<runNumber<<", subRunNumber: "<<subRunNumber<<", partFileNumber: "<<partFileNumber<<", eventNumberInPF: "<<eventNumberInPF<<endl;
+    if (LAPPDStoreReadInVerbosity > 0)
+        cout << "LAPPDStoreReadIn, Loaded run info, runNumber: " << runNumber << ", subRunNumber: " << subRunNumber << ", partFileNumber: " << partFileNumber << ", eventNumberInPF: " << eventNumberInPF << endl;
 }
\ No newline at end of file
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
index 0256b1aa0..1679bae12 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
@@ -75,6 +75,7 @@ class LAPPDLoadStore : public Tool
     // Variables that you get from the config file
     int stopEntries;      // stop tool chain after loading this number of PSEC data events
     int NonEmptyEvents;   // count how many non empty data events were loaded
+    int NonEmptyDataEvents; // count how many non empty data events were loaded
     bool PsecReceiveMode; // Get PSEC data from CStore or Stores["ANNIEEvent"]. 1: CStore, 0: Stores["ANNIEEvent"]
     string OutputWavLabel;
     string InputWavLabel;
@@ -96,6 +97,15 @@ class LAPPDLoadStore : public Tool
     // LAPPD tool chain, data variables. (Will be used in multiple LAPPD tools)
     // everything you get or set to Store, which means it may be used in other tools or it's from other tools
     int LAPPD_ID;
+    vector<int> LAPPD_IDs;
+    vector<uint64_t> LAPPDLoadedTimeStamps;
+    vector<uint64_t> LAPPDLoadedTimeStampsRaw;
+    vector<uint64_t> LAPPDLoadedBeamgatesRaw;
+    vector<uint64_t> LAPPDLoadedOffsets;
+    vector<int> LAPPDLoadedTSCorrections;
+    vector<int> LAPPDLoadedBGCorrections;
+    vector<int> LAPPDLoadedOSInMinusPS;
+
     vector<int> ParaBoards; // save the board index for this PsecData
     std::map<unsigned long, vector<Waveform<double>>> LAPPDWaveforms;
 
@@ -111,9 +121,18 @@ class LAPPDLoadStore : public Tool
     vector<unsigned short> pps;
     vector<int> LAPPD_ID_Channel;     // for each LAPPD, how many channels on it's each board
     vector<int> LAPPD_ID_BoardNumber; // for each LAPPD, how many boards with it
-    std::map<unsigned long, PsecData> LAPPDDataMap;
+    std::map<uint64_t, PsecData> LAPPDDataMap;
+    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+    std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+    std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+    std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+    std::map<uint64_t, uint64_t> LAPPDOffsets;
+    std::map<uint64_t, int> LAPPDTSCorrection;
+    std::map<uint64_t, int> LAPPDBGCorrection;
+    std::map<uint64_t, int> LAPPDOSInMinusPS;
 
     // data variables don't need to be cleared in each loop
+    // these are loaded offset for event building
     std::map<string, vector<uint64_t>> Offsets;     // Loaded offset, use string = run number + sub run number + partfile number as key.
     std::map<string, vector<int>> Offsets_minus_ps; // offset in ps, use offset - this/1e3 as the real offset
     std::map<string, vector<int>> BGCorrections;    // Loaded BGcorrections, same key as Offsets, but offset saved on event by event basis in that part file, in unit of ticks
@@ -123,6 +142,9 @@ class LAPPDLoadStore : public Tool
     int partFileNumber;
     int eventNumberInPF;
     std::ofstream debugStoreReadIn;
+
+
+
 };
 
 #endif
diff --git a/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp b/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
index eca215941..686a69f86 100644
--- a/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
+++ b/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
@@ -246,6 +246,7 @@ bool LoadANNIEEvent::Execute() {
            std::string input_filename = input_filenames_.at(current_file_);
            std::cout <<"Reading in current file "<<current_file_<<std::endl;
            m_data->Stores["ANNIEEvent"]->Initialise(input_filename);
+           Log("LoadANNIEEvent: Loading new file "+input_filename, 1, verbosity_);
            m_data->Stores["ANNIEEvent"]->Header->Get("TotalEntries",
              total_entries_in_file_);
            global_events.push_back(global_events.at(current_file_-1)+total_entries_in_file_);
@@ -278,7 +279,7 @@ bool LoadANNIEEvent::Execute() {
   Log("ANNIEEvent store has "+std::to_string(total_entries_in_file_)+" entries",v_debug,verbosity_);
   Log("Loading entry " + std::to_string(current_entry_) + " from the"
     " ANNIEEvent input file \"" + input_filenames_.at(current_file_)
-    + '\"', 1, verbosity_);
+    + '\"', 2, verbosity_);
  
   if ((int)current_entry_ != offset_evnum) m_data->Stores["ANNIEEvent"]->Delete();	//ensures that we can access pointers without problems
 
diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
index b26cec99c..d83f26fa3 100644
--- a/configfiles/LAPPDProcessedAna/Configs
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -16,13 +16,12 @@ RawDataOutputWavLabel  RawLAPPDData
 BoardIndexLabel BoardIndex #Label of the vector of read out boards
 
 PsecReceiveMode 0
+MultiLAPPDMap 1
 stopEntries 10000000000
 
 DoPedSubtraction 1
 Nboards 6 #Number of pedestal files to be read in
-#PedinputfileTXT ../Pedestals/swapLAPPD/Pedestal
-PedinputfileTXT ../Pedestals/run3xxx/Pedestal
-#PedinputfileTXT ../Pedestals/LAPPD640392/P
+PedinputfileTXT ../Pedestals/LAPPD645839//P
 PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
 
 
@@ -62,7 +61,7 @@ treeMakerVerbosity 0
 
 treeMakerInputPulseLabel LAPPDPulses
 treeMakerInputHitLabel LAPPDHits
-treeMakerOutputFileName LAPPDTree.root
+treeMakerOutputFileName LAPPDTree_processedAna.root
 LoadTriggerInfo 0
 LoadGroupOption beam
 LoadGroupedTriggerInfo 1
diff --git a/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig b/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
index 28148f62c..b7330eecc 100644
--- a/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
+++ b/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
@@ -1,4 +1,4 @@
-verbose 0
+verbose 1
 
 FileForListOfInputs configfiles/LAPPDProcessedAna/list.txt
 
diff --git a/configfiles/LAPPDProcessedAna/list.txt b/configfiles/LAPPDProcessedAna/list.txt
index 5c1947483..91e4e2432 100644
--- a/configfiles/LAPPDProcessedAna/list.txt
+++ b/configfiles/LAPPDProcessedAna/list.txt
@@ -1 +1,30 @@
-/pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_50ns_MRDtrack_noVeto_15mV_7strips_3xxx_104
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p1
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p2
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p3
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p4
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p5
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p6
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p7
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p8
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p9
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p10
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p14
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p15
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p16
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p17
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p18
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p19
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p20
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p21
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p22
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p23
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p24
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p25
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p26
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p27
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p28
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p29
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p30
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p31
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p32
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p33
diff --git a/offsetFit_MultipleLAPPD.cpp b/offsetFit_MultipleLAPPD.cpp
index 72ff663ed..abeca9673 100644
--- a/offsetFit_MultipleLAPPD.cpp
+++ b/offsetFit_MultipleLAPPD.cpp
@@ -796,6 +796,11 @@ vector<vector<ULong64_t>> fitInPartFile(TTree *lappdTree, TTree *triggerTree, in
     vector<vector<ULong64_t>> ResultTotal;
     if (LAPPDDataTimeStampUL.size() == LAPPDDataBeamgateUL.size())
     {
+        if(LAPPD_PPS0.size() == 0 || LAPPD_PPS1.size() == 0 )
+        {
+            cout<<"Error: PPS0 or PPS1 is empty, return empty result."<<endl;
+            return ResultTotal;
+        }
         vector<vector<ULong64_t>> ResultACDC0 = fitInThisReset(LAPPDDataTimeStampUL, LAPPDDataBeamgateUL, LAPPD_PPS0, fitTargetTriggerWord, CTCTargetTimeStamp, CTCPPSTimeStamp, intervalInSecond * 1E9 * 1000);
         vector<vector<ULong64_t>> ResultACDC1 = fitInThisReset(LAPPDDataTimeStampUL, LAPPDDataBeamgateUL, LAPPD_PPS1, fitTargetTriggerWord, CTCTargetTimeStamp, CTCPPSTimeStamp, intervalInSecond * 1E9 * 1000);
 
@@ -1025,6 +1030,9 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
         string key = it->first;
         vector<vector<ULong64_t>> Result = it->second;
 
+        if(Result.size()==0)
+            continue;
+
         runNumber_out = std::stoi(key.substr(0, key.find("_")));
         subRunNumber_out = std::stoi(key.substr(key.find("_") + 1, key.find("_", key.find("_") + 1) - key.find("_") - 1));
         partFileNumber_out = std::stoi(key.substr(key.find("_", key.find("_") + 1) + 1, key.find("_", key.find("_", key.find("_") + 1) + 1) - key.find("_", key.find("_") + 1) - 1));

From 9d2aba35aa24e5f1a921be27d3163107e5ed4cd7 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Fri, 14 Jun 2024 14:34:38 -0500
Subject: [PATCH 040/163] Update BeamFetcherV2.cpp

1. Clear beamdatamap after writing to root file. This increases the speed of the toolchain by ~2x
2. Change trigword from 5 to 14. This doesn't have a huge effect but Yue's new event building toolchain constructs events with 14 as the "base" to pair timestamps as its the beam trigger from the BNB
---
 UserTools/BeamFetcherV2/BeamFetcherV2.cpp | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
index 2d7cba2d9..b8eca2221 100644
--- a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
+++ b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
@@ -172,7 +172,7 @@ bool BeamFetcherV2::FetchFromTrigger()
 	 iterator != TimeToTriggerWordMap->end(); ++iterator) {
 
       // We only care about beam triggers here
-      if (std::find(iterator->second.begin(), iterator->second.end(), 5) == iterator->second.end()) {
+      if (std::find(iterator->second.begin(), iterator->second.end(), 14) == iterator->second.end()) {
 	continue;
       }
       // bool hasBeamTrig = false;
@@ -324,7 +324,8 @@ void BeamFetcherV2::WriteTrees()
     fOutTree->Fill();
   }// end loop over timestamps
 
-
+// clear BeamDataMap after filling Tree
+BeamDataMap->clear();
 
 }
 

From d50b9fcf142cada82db3b21f59cd49377308a522 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Fri, 14 Jun 2024 14:35:53 -0500
Subject: [PATCH 041/163] Update TriggerDataDecoderConfig

Adding a trigger mask for this toolchain
---
 configfiles/BeamFetcherV2/TriggerDataDecoderConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/BeamFetcherV2/TriggerDataDecoderConfig b/configfiles/BeamFetcherV2/TriggerDataDecoderConfig
index 0b193d920..843bb5357 100644
--- a/configfiles/BeamFetcherV2/TriggerDataDecoderConfig
+++ b/configfiles/BeamFetcherV2/TriggerDataDecoderConfig
@@ -1,4 +1,4 @@
 verbosity 0
-TriggerMaskFile ./configfiles/DataDecoder/DefaultTriggerMask.txt
+TriggerMaskFile ./configfiles/BeamFetcherV2/DefaultTriggerMask.txt
 StoreTrigOverlap 0
 ReadTrigOverlap 0

From 75be5fd99f9e7e0c1018da0b211bfe8897d1500e Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Fri, 14 Jun 2024 14:37:00 -0500
Subject: [PATCH 042/163] Create DefaultTriggerMask.txt

TriggerDataDecoder will only load trigword 14 from the RawData (undelayed beam trigger)
---
 configfiles/BeamFetcherV2/DefaultTriggerMask.txt | 3 +++
 1 file changed, 3 insertions(+)
 create mode 100644 configfiles/BeamFetcherV2/DefaultTriggerMask.txt

diff --git a/configfiles/BeamFetcherV2/DefaultTriggerMask.txt b/configfiles/BeamFetcherV2/DefaultTriggerMask.txt
new file mode 100644
index 000000000..05f190104
--- /dev/null
+++ b/configfiles/BeamFetcherV2/DefaultTriggerMask.txt
@@ -0,0 +1,3 @@
+#Triggers are given by Jonathan; place one number per line. Values are index + 1
+#4+1: Delayed beam.  32+1: LED trigger. 34+1: AmBe and Cosmic trigger.  35+1: MRD_CR_Trigger. 30+1: LED_Start. 45+1, 46+1: Laser. 14+1: AmBe external trigger
+14

From 3995a15bce1bfde0d271c0bd8032706ba0f31ce2 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Sat, 15 Jun 2024 16:10:48 -0500
Subject: [PATCH 043/163] add LAPPDProcessedFilter tool chain for event
 building V2 output

modify verbosity of EventBuilderV2 tool chain, reduce the size of output
and debug log

add and modify LAPPDProcessedAna tool chain for multiple LAPPD loading,
some time the LAPPD ID is not exactly followed by the LAPPD board ID.
For example, ususaly LAPPD ID = 2 means the it's board ID has 4 and 5,
but this is not true. The LAPPDLoadStore was changed to load LAPPD data
based on it's ID to channel, rather than using board ID.

other LAPPD tools are also changed.

 Changes to be committed:
	modified:   UserTools/EBSaver/EBSaver.cpp
	modified:   UserTools/Factory/Factory.cpp
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.h
	modified:   UserTools/LAPPDPlots/LAPPDPlots.cpp
	modified:   UserTools/LAPPDPlots/LAPPDPlots.h
	modified:   UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
	modified:   UserTools/LAPPDStoreReorder/LAPPDStoreReorder.h
	modified:   UserTools/LAPPDThresReco/LAPPDThresReco.cpp
	modified:   UserTools/LAPPDThresReco/LAPPDThresReco.h
	modified:   UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
	modified:   UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.h
	modified:   UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
	modified:   UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
	modified:   UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
	modified:   UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
	modified:   UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
	new file:   UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
	new file:   UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
	new file:   UserTools/ProcessedLAPPDFilter/README.md
	modified:   UserTools/Unity.h
	modified:   configfiles/EventBuilderV2/EBLAPPDConfig
	modified:   configfiles/EventBuilderV2/EBLoadRawConfig
	modified:   configfiles/EventBuilderV2/EBMRDConfig
	modified:   configfiles/EventBuilderV2/EBPMTConfig
	modified:   configfiles/EventBuilderV2/EBSaverConfig
	modified:   configfiles/EventBuilderV2/EBTriggerGrouperConfig
	modified:   configfiles/EventBuilderV2/list.txt
	modified:   configfiles/LAPPDProcessedAna/ConfigPlot
	modified:   configfiles/LAPPDProcessedAna/ConfigPreProcess
	modified:   configfiles/LAPPDProcessedAna/ConfigStoreReadIn
	modified:   configfiles/LAPPDProcessedAna/Configs
	modified:   configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
	new file:   configfiles/LAPPDProcessedAna/ProcessedLAPPDFilterConfig
	modified:   configfiles/LAPPDProcessedAna/ToolChainConfig
	modified:   configfiles/LAPPDProcessedAna/ToolsConfig
	new file:   configfiles/LAPPDProcessedAna/knownlist
	modified:   configfiles/LAPPDProcessedAna/list.txt
	new file:   configfiles/LAPPDProcessedFilter/ClusterClassifiersConfig
	new file:   configfiles/LAPPDProcessedFilter/ClusterFinderConfig
	new file:   configfiles/LAPPDProcessedFilter/ConfigGeo
	new file:   configfiles/LAPPDProcessedFilter/EventSelectorConfig
	new file:   configfiles/LAPPDProcessedFilter/FindMrdTracksConfig
	new file:   configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig
	new file:   configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
	new file:   configfiles/LAPPDProcessedFilter/TimeClusteringConfig
	new file:   configfiles/LAPPDProcessedFilter/ToolChainConfig
	new file:   configfiles/LAPPDProcessedFilter/ToolsConfig
	new file:   configfiles/LAPPDProcessedFilter/list.txt
---
 UserTools/EBSaver/EBSaver.cpp                 |  73 +--
 UserTools/Factory/Factory.cpp                 |   1 +
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   | 206 +++++++--
 UserTools/LAPPDLoadStore/LAPPDLoadStore.h     |   1 +
 UserTools/LAPPDPlots/LAPPDPlots.cpp           |  58 ++-
 UserTools/LAPPDPlots/LAPPDPlots.h             |   3 +
 .../LAPPDStoreReorder/LAPPDStoreReorder.cpp   |  18 +-
 .../LAPPDStoreReorder/LAPPDStoreReorder.h     |   2 +
 UserTools/LAPPDThresReco/LAPPDThresReco.cpp   | 166 ++++---
 UserTools/LAPPDThresReco/LAPPDThresReco.h     |   2 +
 .../LAPPDTimeAlignment/LAPPDTimeAlignment.cpp |  14 +-
 .../LAPPDTimeAlignment/LAPPDTimeAlignment.h   |   2 +
 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp   | 275 +++++++++++-
 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h     |  21 +
 UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp   |   4 +-
 .../PhaseIIADCHitFinder.cpp                   |   4 +
 .../PhaseIITreeMaker/PhaseIITreeMaker.cpp     |   7 +-
 .../ProcessedLAPPDFilter.cpp                  | 422 ++++++++++++++++++
 .../ProcessedLAPPDFilter.h                    |  77 ++++
 UserTools/ProcessedLAPPDFilter/README.md      |  20 +
 UserTools/Unity.h                             |   1 +
 configfiles/EventBuilderV2/EBLAPPDConfig      |   2 +-
 configfiles/EventBuilderV2/EBLoadRawConfig    |   2 +-
 configfiles/EventBuilderV2/EBMRDConfig        |   2 +-
 configfiles/EventBuilderV2/EBPMTConfig        |   2 +-
 configfiles/EventBuilderV2/EBSaverConfig      |   2 +-
 .../EventBuilderV2/EBTriggerGrouperConfig     |   2 +-
 configfiles/EventBuilderV2/list.txt           |   4 +-
 configfiles/LAPPDProcessedAna/ConfigPlot      |   4 +-
 .../LAPPDProcessedAna/ConfigPreProcess        |   4 +-
 .../LAPPDProcessedAna/ConfigStoreReadIn       |   4 +-
 configfiles/LAPPDProcessedAna/Configs         |  10 +-
 .../LAPPDProcessedAna/LoadANNIEEventConfig    |   2 +-
 .../ProcessedLAPPDFilterConfig                |   1 +
 configfiles/LAPPDProcessedAna/ToolChainConfig |   2 +-
 configfiles/LAPPDProcessedAna/ToolsConfig     |   2 +-
 configfiles/LAPPDProcessedAna/knownlist       |   1 +
 configfiles/LAPPDProcessedAna/list.txt        |  31 +-
 .../ClusterClassifiersConfig                  |   1 +
 .../LAPPDProcessedFilter/ClusterFinderConfig  |  12 +
 configfiles/LAPPDProcessedFilter/ConfigGeo    |  11 +
 .../LAPPDProcessedFilter/EventSelectorConfig  |  29 ++
 .../LAPPDProcessedFilter/FindMrdTracksConfig  |  12 +
 .../LAPPDProcessedFilter/LoadANNIEEventConfig |   6 +
 .../ProcessedLAPPDFilterConfig                |   6 +
 .../LAPPDProcessedFilter/TimeClusteringConfig |  13 +
 .../LAPPDProcessedFilter/ToolChainConfig      |  24 +
 configfiles/LAPPDProcessedFilter/ToolsConfig  |  13 +
 configfiles/LAPPDProcessedFilter/list.txt     |   2 +
 49 files changed, 1370 insertions(+), 213 deletions(-)
 create mode 100644 UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
 create mode 100644 UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
 create mode 100644 UserTools/ProcessedLAPPDFilter/README.md
 create mode 100644 configfiles/LAPPDProcessedAna/ProcessedLAPPDFilterConfig
 create mode 100644 configfiles/LAPPDProcessedAna/knownlist
 create mode 100644 configfiles/LAPPDProcessedFilter/ClusterClassifiersConfig
 create mode 100644 configfiles/LAPPDProcessedFilter/ClusterFinderConfig
 create mode 100644 configfiles/LAPPDProcessedFilter/ConfigGeo
 create mode 100644 configfiles/LAPPDProcessedFilter/EventSelectorConfig
 create mode 100644 configfiles/LAPPDProcessedFilter/FindMrdTracksConfig
 create mode 100644 configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig
 create mode 100644 configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
 create mode 100644 configfiles/LAPPDProcessedFilter/TimeClusteringConfig
 create mode 100644 configfiles/LAPPDProcessedFilter/ToolChainConfig
 create mode 100644 configfiles/LAPPDProcessedFilter/ToolsConfig
 create mode 100644 configfiles/LAPPDProcessedFilter/list.txt

diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index 806a58ee9..705570555 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -109,10 +109,7 @@ bool EBSaver::Execute()
   m_data->CStore.Get("GroupedTriggersInTotal", GroupedTriggersInTotal);
   m_data->CStore.Get("RunCodeInTotal", RunCodeInTotal);
 
-  // get the pmt data, runcode buffer, and match information
-
-  // get the pmt buffer, save the data, and remove the saved data from data buffer
-
+  int savedEventNumber = 0;
   // loop each track in the RunCodeInTotal;
   for (auto const &track : RunCodeInTotal)
   {
@@ -135,13 +132,14 @@ bool EBSaver::Execute()
       // if save Everything, in case there might be some mis aligned events not saved to that processed part file correctly and left in buffer, save them to corresponding part file
       if (runCode == savingRunCode)
       {
-        Log("\033[1;34m ****EBSaver: Saving a new event \033[0m", v_message, verbosityEBSaver);
+        Log("\033[1;34m ****EBSaver: Saving a new event with savedEventNumber = " + std::to_string(savedEventNumber) + " ****\033[0m", v_message, verbosityEBSaver);
 
         std::string saveFileName = savePath + saveName + "_R" + to_string(runCode / 100000) + "S" + to_string((runCode % 100000) / 10000 - 1) + "p" + to_string(runCode % 10000);
         Log("EBSaver: Saving to " + saveFileName + " with run code " + std::to_string(runCode) + " at index " + std::to_string(i), v_message, verbosityEBSaver);
 
         // if in last exe, the runcode for that group of trigger equals to the saving RunCode, save to ANNIEEvent Processed File
         SaveToANNIEEvent(saveFileName, runCode, triggerTrack, i);
+        savedEventNumber++;
       }
     }
   }
@@ -477,47 +475,50 @@ bool EBSaver::SaveToANNIEEvent(string saveFileName, int runCode, int triggerTrac
       // print PairedMRDTriggerTimestamp with track number and size
       for (auto const &track : PairedMRDTriggerTimestamp)
       {
-        Log("EBSaver: in PairedMRDTriggerTimestamp track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+        Log("EBSaver: in PairedMRDTriggerTimestamp track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_debug, verbosityEBSaver);
       }
       for (auto const &track : PairedMRDTimeStamps)
       {
-        Log("EBSaver: in PairedMRDTimeStamps track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+        Log("EBSaver: in PairedMRDTimeStamps track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_debug, verbosityEBSaver);
       }
       if (PairedMRDTriggerTimestamp.find(triggerTrack) != PairedMRDTriggerTimestamp.end())
       {
-        uint64_t minDiff = 100 * 60 * 1e9;
-        Log("Found trigger track = " + std::to_string(triggerTrack) + " in PairedMRDTriggerTimestamp", v_debug, verbosityEBSaver);
-        // print the size of PairedMRDTriggerTimestamp.at(triggerTrack), print the first and the last timestamp
-        Log("EBSaver: PairedMRDTriggerTimestamp size " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).size()), v_debug, verbosityEBSaver);
-        if (PairedMRDTriggerTimestamp.at(triggerTrack).size() > 0)
-          Log("EBSaver: PairedMRDTriggerTimestamp first " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(0)) + ", last " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(PairedMRDTriggerTimestamp.at(triggerTrack).size() - 1)), v_debug, verbosityEBSaver);
-
-        for (int i = 0; i < PairedMRDTriggerTimestamp.at(triggerTrack).size(); i++)
+        if (triggerTime > PairedMRDTriggerTimestamp.at(triggerTrack).at(0) && triggerTime < PairedMRDTriggerTimestamp.at(triggerTrack).at(PairedMRDTriggerTimestamp.at(triggerTrack).size() - 1))
         {
-          uint64_t diff = (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) > triggerTime) ? PairedMRDTriggerTimestamp.at(triggerTrack).at(i) - triggerTime : triggerTime - PairedMRDTriggerTimestamp.at(triggerTrack).at(i);
-          if (diff < minDiff)
-            minDiff = diff;
-
-          if (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) == triggerTime || (diff < 1e6))
+          uint64_t minDiff = 100 * 60 * 1e9;
+          Log("Found trigger track = " + std::to_string(triggerTrack) + " in PairedMRDTriggerTimestamp with current searching trigger type = " + std::to_string(triggerType) + " and trigger time = " + std::to_string(triggerTime), v_debug, verbosityEBSaver);
+          // print the size of PairedMRDTriggerTimestamp.at(triggerTrack), print the first and the last timestamp
+          Log("EBSaver: PairedMRDTriggerTimestamp size " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).size()), v_debug, verbosityEBSaver);
+          if (PairedMRDTriggerTimestamp.at(triggerTrack).size() > 0)
+            Log("EBSaver: PairedMRDTriggerTimestamp first " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(0)) + ", last " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(PairedMRDTriggerTimestamp.at(triggerTrack).size() - 1)), v_debug, verbosityEBSaver);
+
+          for (int i = 0; i < PairedMRDTriggerTimestamp.at(triggerTrack).size(); i++)
           {
-            if (diff < 1e6)
+            uint64_t diff = (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) > triggerTime) ? PairedMRDTriggerTimestamp.at(triggerTrack).at(i) - triggerTime : triggerTime - PairedMRDTriggerTimestamp.at(triggerTrack).at(i);
+            if (diff < minDiff)
+              minDiff = diff;
+
+            if (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) == triggerTime || (diff < 1e6))
             {
-              Log("EBSaver: diff<1e6, is " + std::to_string(diff), v_debug, verbosityEBSaver);
-              TriggerTimeWithoutMRD.emplace(PairedMRDTriggerTimestamp.at(triggerTrack).at(i), static_cast<int>(diff));
+              if (diff < 1e6)
+              {
+                Log("EBSaver: diff<1e6, is " + std::to_string(diff), v_debug, verbosityEBSaver);
+                TriggerTimeWithoutMRD.emplace(PairedMRDTriggerTimestamp.at(triggerTrack).at(i), static_cast<int>(diff));
+              }
+              uint64_t MRDTime = PairedMRDTimeStamps.at(triggerTrack).at(i);
+              bool saved = SaveMRDData(MRDTime);
+              MRDSaved = saved;
+              DataStreams["MRD"] = 1;
+              if (MRDSaved)
+                MRDPairInfoToRemoveTime[triggerTrack].push_back(MRDTime);
+              Log("EBSaver: Saved " + std::to_string(savedMRDNumber) + " MRD data with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+              Log("EBSaver: Found trigger with time " + std::to_string(triggerTime) + " in PairedMRDTriggerTimestamp " + std::to_string(i) + " match with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+              // break;
+              Log("EBSaver: While saving MRD data, use trigger time " + std::to_string(triggerTime) + " with minDiff " + std::to_string(minDiff), v_debug, verbosityEBSaver);
             }
-            uint64_t MRDTime = PairedMRDTimeStamps.at(triggerTrack).at(i);
-            bool saved = SaveMRDData(MRDTime);
-            MRDSaved = saved;
-            DataStreams["MRD"] = 1;
-            if (MRDSaved)
-              MRDPairInfoToRemoveTime[triggerTrack].push_back(MRDTime);
-            Log("EBSaver: Saved " + std::to_string(savedMRDNumber) + " MRD data with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
-            Log("EBSaver: Found trigger with time " + std::to_string(triggerTime) + " in PairedMRDTriggerTimestamp " + std::to_string(i) + " match with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
-            // break;
           }
         }
         // Log("EBSaver: MRDData saved", 8, verbosityEBSaver);
-        Log("EBSaver: While saving MRD data, use trigger time " + std::to_string(triggerTime) + " with minDiff " + std::to_string(minDiff), v_debug, verbosityEBSaver);
       }
     }
 
@@ -615,10 +616,12 @@ bool EBSaver::SaveGroupedTriggers(int triggerTrack, int groupIndex)
   ANNIEEvent->Set("GroupedTrigger", GroupedTrigger);
   int matchTriggerType = triggerTrack;
   ANNIEEvent->Set("PrimaryTriggerWord", matchTriggerType);
-  if(matchTriggerType!=14){
+  if (matchTriggerType != 14)
+  {
     ANNIEEvent->Set("TriggerWord", matchTriggerType);
   }
-  else{
+  else
+  {
     ANNIEEvent->Set("TriggerWord", 5);
   }
 
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index 43dd70ca3..bea610442 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -181,5 +181,6 @@ if (tool=="EBPMT") ret=new EBPMT;
 if (tool=="EBMRD") ret=new EBMRD;
 if (tool=="EBSaver") ret=new EBSaver;
 if (tool=="ANNIEEventTreeMaker") ret=new ANNIEEventTreeMaker;
+if (tool=="ProcessedLAPPDFilter") ret=new ProcessedLAPPDFilter;
 return ret;
 }
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index 20371452a..fbb392c93 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -45,6 +45,7 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
     NonEmptyEvents = 0;
     NonEmptyDataEvents = 0;
     PPSnumber = 0;
+    mergedEvent = false;
     isFiltered = false;
     isBLsub = false;
     isCFD = false;
@@ -72,6 +73,8 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
     partFileNumber = 0;
     eventNumberInPF = 0;
 
+    ReadStore = 0;
+
     // get data file
     if (ReadStore == 1)
     {
@@ -157,8 +160,17 @@ void LAPPDLoadStore::CleanDataObjects()
     LAPPDWaveforms.clear();
     data.clear();
     Parse_buffer.clear();
-    LAPPDDataMap.clear();
+    // LAPPDDataMap.clear();
+    // DataStreams.clear();
     runInfoLoaded = false;
+
+    LAPPD_IDs.clear();
+    LAPPDLoadedTimeStampsRaw.clear();
+    LAPPDLoadedBeamgatesRaw.clear();
+    LAPPDLoadedOffsets.clear();
+    LAPPDLoadedTSCorrections.clear();
+    LAPPDLoadedBGCorrections.clear();
+    LAPPDLoadedOSInMinusPS.clear();
 }
 
 bool LAPPDLoadStore::Execute()
@@ -170,6 +182,24 @@ bool LAPPDLoadStore::Execute()
     CleanDataObjects();
     m_data->CStore.Set("LAPPD_new_event", false);
 
+    if (MultiLAPPDMap)
+    {
+        bool gotDataStream = m_data->Stores.at("ANNIEEvent")->Get("DataStreams", DataStreams);
+        bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
+        if (getMap)
+        {
+            // cout << "Outside, size of LAPPDDatamap = " << LAPPDDataMap.size() << endl;
+            bool gotBeamgates_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+            bool gotTimeStamps_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+            bool gotTimeStampsRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+            bool gotBeamgatesRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+            bool gotOffsets = m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
+            bool gotTSCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+            bool gotDBGCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+            bool gotOSInMinusPS = m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+        }
+    }
+
     // decide loading data or not, set to LAPPDana for later tools
     LAPPDana = LoadData();
     m_data->CStore.Set("LAPPDana", LAPPDana);
@@ -281,20 +311,43 @@ bool LAPPDLoadStore::Execute()
 
         // data was already loaded in the LoadData()
 
+        vector<int> ReadedBoards;
+        vector<int> ACDCReadedLAPPDID;
+
         if (LAPPDStoreReadInVerbosity > 0)
             cout << "LAPPDStoreReadIn: LAPPDDataMap has " << LAPPDDataMap.size() << " LAPPD PSEC data " << endl;
         bool ValidDataLoaded = false;
         std::map<unsigned long, PsecData>::iterator it;
         for (it = LAPPDDataMap.begin(); it != LAPPDDataMap.end(); it++)
         {
+            ParaBoards.clear();
             uint64_t time = it->first;
             PsecData dat = it->second;
-            ReadBoards = dat.BoardIndex;
+            ReadBoards = dat.BoardIndex; // From the data, board index is not related to the LAPPD_ID! WHY use this way?
             Raw_buffer = dat.RawWaveform;
             LAPPD_ID = dat.LAPPD_ID;
             if (LAPPD_ID != SelectedLAPPD && SelectSingleLAPPD)
                 continue;
 
+            if (LAPPDStoreReadInVerbosity > 0)
+            {
+                // print ReadBoards
+                cout << "LAPPD ID " << LAPPD_ID << " ReadBoards size is " << ReadBoards.size() << ", data: " << endl;
+                for (auto it = ReadBoards.begin(); it != ReadBoards.end(); it++)
+                {
+                    cout << ", " << *it;
+                }
+                cout << endl;
+            }
+
+            // push all elements in ReadBoards to ReadedBoards
+            for (auto it = ReadBoards.begin(); it != ReadBoards.end(); it++)
+            {
+                ReadedBoards.push_back(*it);
+                ACDCReadedLAPPDID.push_back(LAPPD_ID);
+                //cout << "ReadedBoards loaded with " << *it << endl;
+            }
+
             int frametype = static_cast<int>(Raw_buffer.size() / ReadBoards.size());
             if (frametype != num_vector_data)
             {
@@ -302,18 +355,64 @@ bool LAPPDLoadStore::Execute()
                 continue;
             }
             m_data->CStore.Set("LAPPDanaData", true);
+            if (LAPPDStoreReadInVerbosity > 3)
+            {
+                cout << "Before parsing data, printing size and element in ReadBoards, ReadedBoards, ParaBoards" << endl;
+                cout << "ReadBoards size is " << ReadBoards.size() << endl;
+                for (auto it = ReadBoards.begin(); it != ReadBoards.end(); it++)
+                {
+                    cout << ", " << *it;
+                }
+                cout << endl;
+                cout << "ReadedBoards size is " << ReadedBoards.size() << endl;
+                for (auto it = ReadedBoards.begin(); it != ReadedBoards.end(); it++)
+                {
+                    cout << ", " << *it;
+                }
+                cout << endl;
+                cout << "ParaBoards size is " << ParaBoards.size() << endl;
+                for (auto it = ParaBoards.begin(); it != ParaBoards.end(); it++)
+                {
+                    cout << ", " << *it;
+                }
+                cout << endl;
+            }
             bool parsData = ParsePSECData(); // TODO: now assuming all boards just has 30 channels. Need to be changed for gen 2
             if (parsData)
             {
                 ValidDataLoaded = true;
+                if (LAPPDStoreReadInVerbosity > 2)
+                    cout << "LAPPDLoadStore: Loaded LAPPD data for LAPPD_ID " << LAPPD_ID << " at time " << time << endl;
                 LAPPDLoadedTimeStamps.push_back(time);
                 LAPPD_IDs.push_back(LAPPD_ID);
+                // print the size of LAPPDTimeStampsRaw, print all keys in it
+                if (LAPPDStoreReadInVerbosity > 0)
+                {
+                    cout << "LAPPDTimeStampsRaw size is " << LAPPDTimeStampsRaw.size() << endl;
+                    for (auto it = LAPPDTimeStampsRaw.begin(); it != LAPPDTimeStampsRaw.end(); it++)
+                    {
+                        cout << "LAPPDTimeStampsRaw key is " << it->first << endl;
+                    }
+                }
+                // print the size of LAPPDOffsets, print all keys in it
+                if (LAPPDStoreReadInVerbosity > 0)
+                {
+                    cout << "LAPPDOffsets size is " << LAPPDOffsets.size() << endl;
+                    for (auto it = LAPPDOffsets.begin(); it != LAPPDOffsets.end(); it++)
+                    {
+                        cout << "LAPPDOffsets key is " << it->first << endl;
+                    }
+                }
+
                 LAPPDLoadedTimeStampsRaw.push_back(LAPPDTimeStampsRaw.at(time));
                 LAPPDLoadedBeamgatesRaw.push_back(LAPPDBeamgatesRaw.at(time));
                 LAPPDLoadedOffsets.push_back(LAPPDOffsets.at(time));
                 LAPPDLoadedTSCorrections.push_back(LAPPDTSCorrection.at(time));
                 LAPPDLoadedBGCorrections.push_back(LAPPDBGCorrection.at(time));
                 LAPPDLoadedOSInMinusPS.push_back(LAPPDOSInMinusPS.at(time));
+
+                if (LAPPDStoreReadInVerbosity > 2)
+                    cout << "parsing finished for LAPPD_ID " << LAPPD_ID << " at time " << time << endl;
             }
             NonEmptyEvents += 1;
             NonEmptyDataEvents += 1;
@@ -326,14 +425,32 @@ bool LAPPDLoadStore::Execute()
         m_data->Stores["ANNIEEvent"]->Set("RawLAPPDData", LAPPDWaveforms); // leave this only for the merger tool
         m_data->Stores["ANNIEEvent"]->Set("LAPPD_IDs", LAPPD_IDs);
         m_data->Stores["ANNIEEvent"]->Set("LAPPDLoadedTimeStamps", LAPPDLoadedTimeStamps);
+        m_data->Stores["ANNIEEvent"]->Set("ACDCboards", ReadedBoards);
+        m_data->Stores["ANNIEEvent"]->Set("ACDCReadedLAPPDID", ACDCReadedLAPPDID);
+        m_data->Stores["ANNIEEvent"]->Set("ACDCmetadata", meta);
+
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDDataMap", LAPPDDataMap);
+
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDOffsets", LAPPDOffsets);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDTSCorrection", LAPPDTSCorrection);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDBGCorrection", LAPPDBGCorrection);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+
         // TODO: save other timestamps, variables and metadata for later use
 
-        if (eventNo % 500 == 0)
+        if (eventNo % 100 == 0)
         {
             cout << "LAPPDLoadStore: Loaded " << eventNo << " events, " << NonEmptyDataEvents << " non empty LAPPD PSEC data loaded from all LAPPDs" << endl;
         }
     }
 
+    if(LAPPDStoreReadInVerbosity>0)
+        cout << "LAPPDLoadStore: Finished loading LAPPD data" << endl;
+
     return true;
 }
 
@@ -595,6 +712,7 @@ int LAPPDLoadStore::getParsedData(std::vector<unsigned short> buffer, int ch_sta
             if (InfoWord.size() == NUM_SAMP)
             {
                 data.insert(pair<int, vector<unsigned short>>(ch_start + channel_count, InfoWord));
+                if(LAPPDStoreReadInVerbosity>5) cout << "inserted data to channel " << ch_start + channel_count << endl;
                 InfoWord.clear();
                 channel_count++;
             }
@@ -617,7 +735,6 @@ bool LAPPDLoadStore::LoadData()
 
     // if loaded enough events, stop the loop and return false
     if (NonEmptyEvents == stopEntries || NonEmptyEvents > stopEntries || NonEmptyDataEvents == stopEntries || NonEmptyDataEvents > stopEntries)
-
     {
         if (LAPPDStoreReadInVerbosity > 0)
             cout << "LAPPDStoreReadIn: NonEmptyEvents is " << NonEmptyEvents << ", NonEmptyDataEvents is " << NonEmptyDataEvents << ", stopEntries is " << stopEntries << ", stop the loop" << endl;
@@ -625,10 +742,22 @@ bool LAPPDLoadStore::LoadData()
         return false;
     }
 
-    std::map<std::string, bool> DataStreams;
-    m_data->Stores["ANNIEEvent"]->Get("DataStreams", DataStreams);
-    if (mergedEvent)
-        DataStreams["LAPPD"] = true;
+    // bool gotDataStream = m_data->Stores.at("ANNIEEvent")->Get("DataStreams", DataStreams);
+    // cout << "Inside, Got DataStreams = " << gotDataStream << ", ";
+    /*for (auto it = DataStreams.begin(); it != DataStreams.end(); ++it)
+    {
+        cout << "DataStream: " << it->first << " " << it->second << ", ";
+    }
+    cout << endl;*/
+
+    // if (mergedEvent)
+    //     DataStreams["LAPPD"] = true;
+
+    // print the load information: DataStreams["LAPPD"] value, PsecReceiveMode, MultiLAPPDMap
+    if (LAPPDStoreReadInVerbosity > 0)
+    {
+        cout << "LAPPDStoreReadIn: DataStreams[LAPPD] is " << DataStreams["LAPPD"] << ", PsecReceiveMode is " << PsecReceiveMode << ", MultiLAPPDMap is " << MultiLAPPDMap << endl;
+    }
 
     if (loadPSEC || loadPPS)
     { // if load any kind of data
@@ -750,21 +879,16 @@ bool LAPPDLoadStore::LoadData()
         }
         else if (DataStreams["LAPPD"] && PsecReceiveMode == 0 && MultiLAPPDMap) // if not receive from cstore, and load multi lappd map
         {
-            bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
             if (LAPPDStoreReadInVerbosity > 0)
-                cout << "LAPPDStoreReadIn: getting LAPPDDataMap from ANNIEEvent" << endl;
-            if (getMap)
+                cout << "LAPPDLoadStore: Loading multiple LAPPD data from ANNIEEvent" << "Inside, size of LAPPDDatamap = " << LAPPDDataMap.size() << endl;
+
+            if (LAPPDDataMap.size() == 0)
             {
-                bool gotBeamgates_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
-                bool gotTimeStamps_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
-                bool gotTimeStampsRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
-                bool gotBeamgatesRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
-                bool gotOffsets = m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
-                bool gotTSCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
-                bool gotDBGCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
-                bool gotOSInMinusPS = m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
-                return true;
+                cout << "what happened?" << endl;
+                return false;
             }
+
+            return true;
         }
     }
     return false; // if not any of the above, return false
@@ -895,11 +1019,20 @@ bool LAPPDLoadStore::ParsePSECData()
         }
     }
     // loop all boards, 0, 1
-    for (int bi : ParaBoards)
+    if (LAPPDStoreReadInVerbosity > 2)
+    {
+        cout << "ParaBoards size is " << ParaBoards.size() << endl;
+        for (int i = 0; i < ParaBoards.size(); i++)
+        {
+            cout << "ParaBoards " << i << " is " << ParaBoards[i] << endl;
+        }
+    }
+    for (int i = 0; i < ParaBoards.size(); i++)
     {
+        int bi = ParaBoards.at(i) % 2;
         Parse_buffer.clear();
         if (LAPPDStoreReadInVerbosity > 2)
-            std::cout << "Starting with board " << ReadBoards[bi] << std::endl;
+            std::cout << "Parsing board " << ReadBoards[bi] << std::endl;
         // Go over all ACDC board data frames by seperating them
         int frametype = static_cast<int>(Raw_buffer.size() / ReadBoards.size());
         for (int c = bi * frametype; c < (bi + 1) * frametype; c++)
@@ -907,18 +1040,19 @@ bool LAPPDLoadStore::ParsePSECData()
             Parse_buffer.push_back(Raw_buffer[c]);
         }
         if (LAPPDStoreReadInVerbosity > 2)
-            std::cout << "Data for board " << ReadBoards[bi] << " was grabbed!" << std::endl;
+            std::cout << "Data for " << i << "_th board with board number = " << ReadBoards[bi] << " was grabbed!" << std::endl;
 
         // Grab the parsed data and give it to a global variable 'data'
         // insert the data start with channel number 30*ReadBoards[bi]
         // for instance, when bi=0 , LAPPD ID = 2, ReadBoards[bi] = 4, insert to channel number start with 120, to 150
-        retval = getParsedData(Parse_buffer, ReadBoards[bi] * NUM_CH); //(because there are only 2 boards, so it's 0*30 or 1*30). Inserting the channel number start from this then ++ to 30
+        int channelShift = bi * NUM_CH + LAPPD_ID * NUM_CH * 2;
+        retval = getParsedData(Parse_buffer, channelShift); //(because there are only 2 boards, so it's 0*30 or 1*30). Inserting the channel number start from this then ++ to 30
         if (retval == 0)
         {
             if (LAPPDStoreReadInVerbosity > 2)
-                std::cout << "Data for board " << ReadBoards[bi] << " was parsed!" << std::endl;
+                std::cout << "Data for board with number = " << ReadBoards[bi] << " was parsed with channel shift " << channelShift << endl;
             // Grab the parsed metadata and give it to a global variable 'meta'
-            retval = getParsedMeta(Parse_buffer, ReadBoards[bi]);
+            retval = getParsedMeta(Parse_buffer, bi + LAPPD_ID * 2);
             if (retval != 0)
             {
                 std::cout << "Meta parsing went wrong! " << retval << endl;
@@ -936,15 +1070,33 @@ bool LAPPDLoadStore::ParsePSECData()
             return false;
         }
     }
-
+    if (LAPPDStoreReadInVerbosity > 2)
+        cout << "Parsed all boards for this event finished" << endl;
     return true;
 }
 
 bool LAPPDLoadStore::DoPedestalSubtract()
 {
+    if(LAPPDStoreReadInVerbosity>0) cout << "LAPPDLoadStore::DoPedestalSubtract()" << endl;
     Waveform<double> tmpWave;
     vector<Waveform<double>> VecTmpWave;
     int pedval, val;
+    if (LAPPDStoreReadInVerbosity > 3)
+    {
+        // print the size of data and all keys, and the size of PedestalValues and all keys
+        cout << "Size of data is " << data.size() << endl;
+        for (std::map<int, vector<unsigned short>>::iterator it = data.begin(); it != data.end(); ++it) // looping over the data map by channel number, from 0 to 60
+        {
+            cout << it->first << ", ";
+        }
+        cout << endl;
+        cout << "Size of PedestalValues is " << PedestalValues->size() << endl;
+        for (auto it = PedestalValues->begin(); it != PedestalValues->end(); ++it) // looping over the data map by channel number, from 0 to 60
+        {
+            cout << it->first << ", ";
+        }
+        cout << endl;
+    }
     // Loop over data stream
     for (std::map<int, vector<unsigned short>>::iterator it = data.begin(); it != data.end(); ++it) // looping over the data map by channel number, from 0 to 60
     {
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
index 1679bae12..a6f28e5d1 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
@@ -130,6 +130,7 @@ class LAPPDLoadStore : public Tool
     std::map<uint64_t, int> LAPPDTSCorrection;
     std::map<uint64_t, int> LAPPDBGCorrection;
     std::map<uint64_t, int> LAPPDOSInMinusPS;
+    std::map<std::string, bool> DataStreams;
 
     // data variables don't need to be cleared in each loop
     // these are loaded offset for event building
diff --git a/UserTools/LAPPDPlots/LAPPDPlots.cpp b/UserTools/LAPPDPlots/LAPPDPlots.cpp
index aca3cc758..cf0794b48 100644
--- a/UserTools/LAPPDPlots/LAPPDPlots.cpp
+++ b/UserTools/LAPPDPlots/LAPPDPlots.cpp
@@ -75,6 +75,9 @@ bool LAPPDPlots::Initialise(std::string configfile, DataModel &data)
   printEventNumber = 10;
   m_variables.Get("printEventNumber", printEventNumber);
 
+  LoadLAPPDMap = false;
+  m_variables.Get("LoadLAPPDMap", LoadLAPPDMap);
+
   eventNumber = 0;
 
   f = new TFile("LAPPDPlots.root", "RECREATE");
@@ -95,6 +98,15 @@ bool LAPPDPlots::Execute()
   if (OnlyDrawInBeamWindow && (inBeamWindow == 0 || inBeamWindow == -1))
     return true;
 
+  m_data->Stores["ANNIEEvent"]->Get("ACDCReadedLAPPDID", ACDCReadedLAPPDID);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPD_IDs", LAPPD_IDs);
+
+  if (ACDCReadedLAPPDID.size() > 2)
+  {
+    CanvasXSubPlotNumber = static_cast<int>(ACDCReadedLAPPDID.size());
+    CanvasTotalSubPlotNumber = CanvasXSubPlotNumber * CanvasYSubPlotNumber;
+  }
+
   c->Clear();
   c->Divide(CanvasXSubPlotNumber, CanvasYSubPlotNumber);
 
@@ -115,6 +127,14 @@ bool LAPPDPlots::Execute()
   if (DrawEventWaveform)
   {
     vector<int> DrawPosition = {Side0EventWaveformDrawPosition, Side1EventWaveformDrawPosition};
+    if (ReadBoards.size() > DrawPosition.size())
+    {
+      DrawPosition.clear();
+      for (int i = 0; i < ReadBoards.size(); i++)
+      {
+        DrawPosition.push_back(ReadBoards.at(i) + 1);
+      }
+    }
     for (int i = 0; i < ReadBoards.size(); i++)
     {
       const int drawPosition = DrawPosition[i];
@@ -145,12 +165,13 @@ bool LAPPDPlots::Execute()
       std::map<unsigned long, vector<Waveform<double>>>::iterator it;
       for (it = boarddata.begin(); it != boarddata.end(); it++)
       {
-        unsigned long channelNo = it->first;
+        unsigned long originalChannelNo = it->first;
+        unsigned long channelNo = ((it->first % 1000)) % 60 + 1000;
         Waveform<double> w = it->second[0];
         Channel *ch = _geom->GetChannel(channelNo);
         int stripNo = ch->GetStripNum();
         if (LAPPDPlotsVerbosity > 3)
-          cout << "Drawing channel " << channelNo << " strip " << stripNo << ", with sample size " << w.GetSamples()->size() << endl;
+          cout << "Drawing channel " << originalChannelNo << " as channelNo" << channelNo << " strip " << stripNo << ", with sample size " << w.GetSamples()->size() << endl;
         if (!drawTriggerChannel)
           if ((channelNo % 1000) % 30 == 5)
             continue;
@@ -186,6 +207,14 @@ bool LAPPDPlots::Execute()
   {
 
     vector<int> DrawPositionBinHist = {Side0BinDrawPosition, Side1BinDrawPosition};
+    if (ReadBoards.size() > DrawPositionBinHist.size())
+    {
+      DrawPositionBinHist.clear();
+      for (int i = 0; i < ReadBoards.size(); i++)
+      {
+        DrawPositionBinHist.push_back(ReadBoards.at(i) + CanvasXSubPlotNumber + 1);
+      }
+    }
     for (int i = 0; i < ReadBoards.size(); i++)
     {
       const int drawPosition = DrawPositionBinHist[i];
@@ -216,12 +245,15 @@ bool LAPPDPlots::Execute()
       std::map<unsigned long, vector<Waveform<double>>>::iterator it;
       for (it = boarddata.begin(); it != boarddata.end(); it++)
       {
-        unsigned long channelNo = it->first;
+
+        unsigned long originalChannelNo = it->first;
+        unsigned long channelNo = ((it->first % 1000)) % 60 + 1000;
         Waveform<double> w = it->second[0];
         Channel *ch = _geom->GetChannel(channelNo);
         int stripNo = ch->GetStripNum();
         if (LAPPDPlotsVerbosity > 3)
-          cout << "Drawing channel " << channelNo << " strip " << stripNo << ", with sample size " << w.GetSamples()->size() << endl;
+          cout << "Drawing channel " << originalChannelNo << " as channelNo" << channelNo << " strip " << stripNo << ", with sample size " << w.GetSamples()->size() << endl;
+
         if (!drawTriggerChannel)
           if ((channelNo % 1000) % 30 == 5)
             continue;
@@ -365,12 +397,24 @@ std::map<unsigned long, vector<Waveform<double>>> LAPPDPlots::GetDataForBoard(in
   for (auto &it : lappddata)
   {
     unsigned long channelNo = it.first;
+    unsigned long forStripChannelNo = ((it.first % 1000)) % 60 + 1000;
 
-    Channel *ch = _geom->GetChannel(channelNo);
+    Channel *ch = _geom->GetChannel(forStripChannelNo);
     int stripSide = ch->GetStripSide();
+
+    int thisLAPPDID = static_cast<int>((channelNo % 1000) / 60);
+    int beginningBoardIDofThisLAPPDID = ReadBoards.at(std::distance(ACDCReadedLAPPDID.begin(), std::find(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end(), thisLAPPDID)));
+
+    int targetLAPPDID = static_cast<int>(boardID / 2) * 2;
+    if (LoadLAPPDMap)
+    {
+      targetLAPPDID = thisLAPPDID;
+    }
+
     if (LAPPDPlotsVerbosity > 4)
-      cout << "GetData, channelNo: " << channelNo << ", side number" << stripSide << ", boardID " << boardID << endl;
-    if (static_cast<int>((channelNo % 1000) / 60) == static_cast<int>(boardID / 2) * 2 && stripSide == boardID % 2)
+      cout << "GetData, channelNo: " << channelNo << ", side number" << stripSide << ", boardID " << boardID << ", targetLAPPDID " << targetLAPPDID << endl;
+
+    if (static_cast<int>((channelNo % 1000) / 60) == targetLAPPDID && stripSide == boardID % 2)
     {
       boarddata[channelNo] = it.second;
       if (LAPPDPlotsVerbosity > 4)
diff --git a/UserTools/LAPPDPlots/LAPPDPlots.h b/UserTools/LAPPDPlots/LAPPDPlots.h
index bc31a665e..7feaf09d7 100644
--- a/UserTools/LAPPDPlots/LAPPDPlots.h
+++ b/UserTools/LAPPDPlots/LAPPDPlots.h
@@ -74,6 +74,7 @@ class LAPPDPlots : public Tool
     double BinHistMin;
     double BinHistMax;
     int BinHistNumber;
+    bool LoadLAPPDMap;
 
 
     // Variables that you need in the tool
@@ -94,6 +95,8 @@ class LAPPDPlots : public Tool
     std::map<unsigned long, vector<Waveform<double>>> lappddata;
     std::vector<int> ReadBoards;
     int LAPPD_ID;
+    vector<int> ACDCReadedLAPPDID;
+    vector<int> LAPPD_IDs;
 
     //**************************** This tool, data variables ***************************************************
     // (only used in this tool, every thing that is an data object)
diff --git a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
index 2d1ad1b2b..f09f8c615 100644
--- a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
+++ b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
@@ -25,6 +25,8 @@ bool LAPPDStoreReorder::Initialise(std::string configfile, DataModel &data)
         Log("Error: LAPPDStoreReorder: Failed to get ANNIEGeometry from the ANNIEEvent store", 0, LAPPDReorderVerbosityLevel);
         return false;
     }
+    LoadLAPPDMap = false;
+    m_variables.Get("LoadLAPPDMap", LoadLAPPDMap);
 
     return true;
 }
@@ -45,6 +47,7 @@ bool LAPPDStoreReorder::Execute()
     m_data->Stores["ANNIEEvent"]->Get("ACDCmetadata", acdcmetadata);
     m_data->Stores["ANNIEEvent"]->Get(InputWavLabel, lappddata);
     m_data->Stores["ANNIEEvent"]->Get("ACDCboards", NReadBoards);
+    m_data->Stores["ANNIEEvent"]->Get("ACDCReadedLAPPDID;", ACDCReadedLAPPDID);
 
     // Loop over waveforms, reorder data
     DoReorder();
@@ -75,21 +78,25 @@ void LAPPDStoreReorder::CleanDataObjects()
     lappddata.clear();
     acdcmetadata.clear();
     NReadBoards.clear();
+    ACDCReadedLAPPDID.clear();
     tcounters.clear();
 }
 
 bool LAPPDStoreReorder::DoReorder()
 {
+    Log("LAPPDStoreReorder::DoReorder()", 1, LAPPDReorderVerbosityLevel);
     // For 30 channels change to 10
     vector<unsigned short> Smeta26;
     for (int meta26 = 0; meta26 < NReadBoards.size(); meta26++)
     {
         Smeta26.push_back(acdcmetadata.at((meta26 * NUM_VECTOR_METADATA) + 10));
         if (LAPPDReorderVerbosityLevel > 1)
-            cout << "Metaword entry " << meta26 << " is " << Smeta26[meta26] << endl;
+            {cout << "Metaword entry " << meta26 << " is " << Smeta26[meta26] << endl;
+            cout<<"pushed meta26 = "<< meta26<<", with value at "<<(meta26 * NUM_VECTOR_METADATA) + 10<<" is "<<acdcmetadata.at((meta26 * NUM_VECTOR_METADATA) + 10)<<endl;
+            }
     }
     if (LAPPDReorderVerbosityLevel > 2)
-        cout << "REORDER TIME!!!!   " << acdcmetadata.size() << " " << acdcmetadata.at(10) << " " << acdcmetadata.at(102) << "lappd data size is " << lappddata.size() << ", reordereddata size is " << reordereddata.size() << endl;
+        cout << "REORDER TIME!!!!   " << acdcmetadata.size() << " " << acdcmetadata.at(10) << " " << acdcmetadata.at(102) << " lappd data size is " << lappddata.size() << ", reordereddata size is " << reordereddata.size() << endl;
     map<unsigned long, vector<Waveform<double>>>::iterator itr;
     for (itr = lappddata.begin(); itr != lappddata.end(); ++itr)
     {
@@ -110,6 +117,12 @@ bool LAPPDStoreReorder::DoReorder()
         int switchbit = 0;
         // Get the current board and the respective meta word
         int bi = (int)channelno / 30;
+        int LAPPDID = static_cast<int>((channelno%1000)/60);
+        int beginningBoardIDofThisLAPPDID = NReadBoards.at(std::distance(ACDCReadedLAPPDID.begin(), std::find(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end(), LAPPDID)));
+        if(LoadLAPPDMap)
+        {
+            bi = beginningBoardIDofThisLAPPDID + bi%2;
+        }
         unsigned short switchword = Smeta26[std::distance(NReadBoards.begin(), std::find(NReadBoards.begin(), NReadBoards.end(), bi))];
         // Smeta26, 0 or 1, so switchword is the first timestmap or the second
         // Set the switchbit
@@ -143,6 +156,7 @@ bool LAPPDStoreReorder::DoReorder()
                 if (ibin > 255)
                     ibin = ibin - 255;
                 double nsamp = rwav.GetSamples()->at(ibin);
+                //cout << "ibin before shift is " << j << " value is " << rwav.GetSamples()->at(j) << ", after shift is " << ibin << " value is " << nsamp << endl;
                 rwavCorr.PushSample(nsamp);
             }
 
diff --git a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.h b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.h
index 696a79491..746ab5657 100644
--- a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.h
+++ b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.h
@@ -41,6 +41,7 @@ bool ConstructTimestampsFromMeta();
   int NUM_VECTOR_METADATA;
   int delayoffset;
   int GlobalShift;
+  bool LoadLAPPDMap;
   // Variables that you need in the tool
 
   //**************************** LAPPD tool chain, control variables ***************************************************
@@ -60,6 +61,7 @@ bool ConstructTimestampsFromMeta();
   std::map<unsigned long,vector<Waveform<double>>> lappddata;
   vector<unsigned short> acdcmetadata;
   vector<int> NReadBoards;
+  vector<int> ACDCReadedLAPPDID;
   vector<unsigned int> tcounters;
 
   //**************************** This tool, data variables ***************************************************
diff --git a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
index ce561198e..29605957e 100644
--- a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
+++ b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
@@ -38,6 +38,8 @@ bool LAPPDThresReco::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("loadPrintMRDinfo", loadPrintMRDinfo);
   // Control variables in this tool, initialized in this tool
   eventNumber = 0;
+  LoadLAPPDMapInfo = false;
+  m_variables.Get("LoadLAPPDMapInfo", LoadLAPPDMapInfo);
 
   // Global Control variables that you get from the config file
   ThresRecoInputWaveLabel = "LAPPDWave";
@@ -158,34 +160,49 @@ bool LAPPDThresReco::Execute()
   if (!LAPPDana)
     return true;
 
+  if (LoadLAPPDMapInfo)
+  {
+    m_data->Stores["ANNIEEvent"]->Get("LAPPD_IDs", LAPPD_IDs);
+    // print
+    /*cout << "ThresReco got LAPPD_IDs: ";
+    for (int i = 0; i < LAPPD_IDs.size(); i++)
+    {
+      cout << LAPPD_IDs.at(i) << " ";
+    }
+    cout << endl;*/
+  }
+  else
+  {
+    // get current LAPPD_ID
+    m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
+  }
+
   // get the input LAPPD Data waveform;
   m_data->Stores["ANNIEEvent"]->Get(ThresRecoInputWaveLabel, lappdData);
-  // get current LAPPD_ID
-  m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
 
-  if(LAPPDThresRecoVerbosity>0)
-    cout<<"Start WaveformMaximaFinding"<<endl;
+  if (LAPPDThresRecoVerbosity > 0)
+    cout << "Start WaveformMaximaFinding" << endl;
   WaveformMaximaFinding(); // find the maxima of the waveforms
-  if(LAPPDThresRecoVerbosity>0)
-    cout<<"Start FillLAPPDPulse"<<endl;
+  if (LAPPDThresRecoVerbosity > 0)
+    cout << "Start FillLAPPDPulse" << endl;
   FillLAPPDPulse(); // find pulses
-  if(LAPPDThresRecoVerbosity>0)
-    cout<<"Start FillLAPPDHit"<<endl;
-  FillLAPPDHit();   // find hits
-  if(LAPPDThresRecoVerbosity>0)
-    cout<<"Reco Finished, start filling"<<endl;
+  if (LAPPDThresRecoVerbosity > 0)
+    cout << "Start FillLAPPDHit" << endl;
+  FillLAPPDHit(); // find hits
+  if (LAPPDThresRecoVerbosity > 0)
+    cout << "Reco Finished, start filling" << endl;
 
   m_data->Stores["ANNIEEvent"]->Set(ThresRecoOutputPulseLabel, lappdPulses);
   m_data->Stores["ANNIEEvent"]->Set(ThresRecoOutputHitLabel, lappdHits);
-  m_data->Stores["ANNIEEvent"]->Set("waveformMax",waveformMax);
-  m_data->Stores["ANNIEEvent"]->Set("waveformRMS",waveformRMS);
-  m_data->Stores["ANNIEEvent"]->Set("waveformMaxLast",waveformMaxLast);
-  m_data->Stores["ANNIEEvent"]->Set("waveformMaxNearing",waveformMaxNearing);
-  m_data->Stores["ANNIEEvent"]->Set("waveformMaxTimeBin",waveformMaxTimeBin);
+  m_data->Stores["ANNIEEvent"]->Set("waveformMax", waveformMax);
+  m_data->Stores["ANNIEEvent"]->Set("waveformRMS", waveformRMS);
+  m_data->Stores["ANNIEEvent"]->Set("waveformMaxLast", waveformMaxLast);
+  m_data->Stores["ANNIEEvent"]->Set("waveformMaxNearing", waveformMaxNearing);
+  m_data->Stores["ANNIEEvent"]->Set("waveformMaxTimeBin", waveformMaxTimeBin);
   eventNumber++; // operation in this loop finished, increase the event number
 
-  if(LAPPDThresRecoVerbosity>0)
-    cout<<"Filling finished, printing to txt"<<endl;
+  if (LAPPDThresRecoVerbosity > 0)
+    cout << "Filling finished, printing to txt" << endl;
   if (printHitsTXT)
     PrintHitsToTXT(); // print hits to a txt file
   if (loadPrintMRDinfo)
@@ -224,24 +241,30 @@ void LAPPDThresReco::FillLAPPDPulse()
 
     // get the waveforms from channel number
     unsigned long channel = it->first;
-      channel = channel%1000 + 1000;
-    if ((channel % 1000)%30 == 5)
+    channel = channel % 1000 + 1000;
+    if ((channel % 1000) % 30 == 5)
       continue;
     Waveform<double> waveforms = it->second.at(0);
     vector<double> wav = *waveforms.GetSamples();
     vector<double> wave = wav;
-    if(wave.size() != 256) {
-      cout<<"FillLAPPDPulse: Found a bug waveform at channel "<<channel<<", size is "<<wave.size()<<endl;
+    if (wave.size() != 256)
+    {
+      cout << "FillLAPPDPulse: Found a bug waveform at channel " << channel << ", size is " << wave.size() << endl;
       continue;
     }
-    if(LAPPDThresRecoVerbosity>2)
-      cout<<"FillLAPPDPulse: Found waveform at channel "<<channel<<", size is "<<wave.size()<<endl;
+    if (LAPPDThresRecoVerbosity > 2)
+      cout << "FillLAPPDPulse: Found waveform at channel " << channel << ", size is " << wave.size() << endl;
     // flip the waveform, so that the signal is positive
     for (int i = 0; i < wave.size(); i++)
     {
       wave.at(i) = -wave.at(i);
     }
 
+    if (LoadLAPPDMapInfo)
+      LAPPD_ID = static_cast<int>((channel - 1000) / 60);
+
+    //cout << "FillLAPPDPulse LAPPD_ID: " << LAPPD_ID << " channel: " << channel << endl;
+
     // for this channel, find the pulses
     vector<LAPPDPulse> pulses = FindPulses(wave, LAPPD_ID, channel);
 
@@ -388,7 +411,7 @@ vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID,
           double peakBinGaus = GaussianFit(binNumbers, amplitudes);
 
           if (LAPPDThresRecoVerbosity > 1)
-            cout << "inserting pulse at time: " << peakBin * (25. / 256.) << "(" << peakBinGaus << ") with peakAmp: " << peakAmp << " from " << pulseStart << " to " << pulseStart + pulseSize << endl;
+            cout << "inserting pulse on LAPPD ID =" << LAPPD_ID << " at time: " << peakBin * (25. / 256.) << "(" << peakBinGaus << ") with peakAmp: " << peakAmp << " from " << pulseStart << " to " << pulseStart + pulseSize << endl;
           if (useMaxTime)
           {
             LAPPDPulse thisPulse(LAPPD_ID, channel, peakBin * (25. / 256.), Q, peakAmp, pulseStart, pulseStart + pulseSize);
@@ -784,72 +807,81 @@ int LAPPDThresReco::LoadMRDTrackReco(int SubEventID)
   return NumClusterTracks;
 }
 
+void LAPPDThresReco::WaveformMaximaFinding()
+{
+  // loop the lappdData map, for each value, find the maxima and RMS, and put them into waveformMax and waveformRMS
+  // use the strip number + 30* strip side as the key
+  if (LAPPDThresRecoVerbosity > 0)
+    cout << "WaveformMaximaFinding: Start finding maxima and RMS of the waveforms" << endl;
 
-
-void LAPPDThresReco::WaveformMaximaFinding(){
-  //loop the lappdData map, for each value, find the maxima and RMS, and put them into waveformMax and waveformRMS
-  //use the strip number + 30* strip side as the key
-  if(LAPPDThresRecoVerbosity>0 ) cout<<"WaveformMaximaFinding: Start finding maxima and RMS of the waveforms"<<endl;
-
-  std::map<unsigned long,vector<Waveform<double>>>::iterator it;
-  for(it = lappdData.begin(); it!= lappdData.end(); it++){
+  std::map<unsigned long, vector<Waveform<double>>>::iterator it;
+  for (it = lappdData.begin(); it != lappdData.end(); it++)
+  {
     unsigned long channel = it->first;
-    channel = channel%1000 + 1000;
-    if(channel == 1005 || channel == 1035) continue;
-    Channel* chan = _geom->GetChannel(channel);
+    channel = channel % 1000 + 1000;
+    if (channel == 1005 || channel == 1035)
+      continue;
+    Channel *chan = _geom->GetChannel(channel);
     int stripno = chan->GetStripNum();
     int stripSide = chan->GetStripSide();
     Waveform<double> waveforms = it->second.at(0);
     vector<double> wav = *waveforms.GetSamples();
 
     vector<double> wave = wav;
-    if(wave.size() != 256) {
-      cout<<"WaveformMaximaFinding: Found a bug waveform at channel "<<channel<<", size is "<<wav.size()<<endl;
+    if (wave.size() != 256)
+    {
+      cout << "WaveformMaximaFinding: Found a bug waveform at channel " << channel << ", size is " << wav.size() << endl;
       continue;
     }
-    if(LAPPDThresRecoVerbosity>2)
-      cout<<"WaveformMaximaFinding: Found a waveform at channel "<<channel<<", size is "<<wave.size()<< ",side is "<<stripSide<<", stripno is "<<stripno<<endl;
-    for(int i = 0; i<wave.size(); i++){
+    if (LAPPDThresRecoVerbosity > 2)
+      cout << "WaveformMaximaFinding: Found a waveform at channel " << channel << ", size is " << wave.size() << ",side is " << stripSide << ", stripno is " << stripno << endl;
+    for (int i = 0; i < wave.size(); i++)
+    {
       wave.at(i) = -wave.at(i);
     }
     double max = wave.at(0);
-    double rms = wave.at(0)*wave.at(0);
+    double rms = wave.at(0) * wave.at(0);
     bool maxIsLast = 0;
     double nearingMin = 0;
     int binOfMax = -1;
-    for(int i = 1; i<wave.size()-1; i++){
-      if(wave.at(i)>max) {
-        if(wave.at(i+1)>0.8*wave.at(i) && wave.at(i-1)>0.8*wave.at(i)){
+    for (int i = 1; i < wave.size() - 1; i++)
+    {
+      if (wave.at(i) > max)
+      {
+        if (wave.at(i + 1) > 0.8 * wave.at(i) && wave.at(i - 1) > 0.8 * wave.at(i))
+        {
           max = wave.at(i);
           maxIsLast = 1;
           binOfMax = i;
-
         }
-        if(wave.at(i+1)>wave.at(i-1)){
-            nearingMin = wave.at(i-1);
-          }else{
-            nearingMin = wave.at(i+1);
-          }
+        if (wave.at(i + 1) > wave.at(i - 1))
+        {
+          nearingMin = wave.at(i - 1);
+        }
+        else
+        {
+          nearingMin = wave.at(i + 1);
+        }
       }
 
-      rms += (wave.at(i))*(wave.at(i));
+      rms += (wave.at(i)) * (wave.at(i));
     }
 
-    rms = sqrt(rms/wave.size());
-    int key = stripno + 30*stripSide;
-    if(waveformMax[stripno].size() == 0){
-      waveformMax[stripno].resize(2);
-      waveformRMS[stripno].resize(2);
-      waveformMaxLast[stripno].resize(2);
-      waveformMaxNearing[stripno].resize(2);
-      waveformMaxTimeBin[stripno].resize(2);
+    rms = sqrt(rms / wave.size());
+    int LAPPD_ID = static_cast<int>((channel - 1000) / 60);
+    int key = stripno + 30 * stripSide + LAPPD_ID * 60;
+    if (waveformMax[key].size() == 0)
+    {
+      waveformMax[key].resize(2);
+      waveformRMS[key].resize(2);
+      waveformMaxLast[key].resize(2);
+      waveformMaxNearing[key].resize(2);
+      waveformMaxTimeBin[key].resize(2);
     }
-    waveformMax[stripno].at(stripSide) = max;
-    waveformRMS[stripno].at(stripSide) = rms;
-    waveformMaxLast[stripno].at(stripSide) = maxIsLast;
-    waveformMaxNearing[stripno].at(stripSide) = nearingMin;
-    waveformMaxTimeBin[stripno].at(stripSide) = binOfMax;
+    waveformMax[key].at(stripSide) = max;
+    waveformRMS[key].at(stripSide) = rms;
+    waveformMaxLast[key].at(stripSide) = maxIsLast;
+    waveformMaxNearing[key].at(stripSide) = nearingMin;
+    waveformMaxTimeBin[key].at(stripSide) = binOfMax;
   }
-
 }
-
diff --git a/UserTools/LAPPDThresReco/LAPPDThresReco.h b/UserTools/LAPPDThresReco/LAPPDThresReco.h
index e73af72d1..737be8105 100644
--- a/UserTools/LAPPDThresReco/LAPPDThresReco.h
+++ b/UserTools/LAPPDThresReco/LAPPDThresReco.h
@@ -70,6 +70,7 @@ class LAPPDThresReco : public Tool
     // Variables that you need in the tool
     Geometry *_geom;
     bool LAPPDana;
+    bool LoadLAPPDMapInfo;
 
     // LAPPD tool chain, data variables. (Will be used in multiple LAPPD tools)
     // everything you get or set to Store, which means it may be used in other tools or it's from other tools
@@ -81,6 +82,7 @@ class LAPPDThresReco : public Tool
     std::map<unsigned long,vector<double>> waveformMaxLast;
     std::map<unsigned long,vector<double>> waveformMaxNearing;
     std::map<unsigned long,vector<int>> waveformMaxTimeBin;
+    vector<int> LAPPD_IDs;
 
     // This tool, data variables (only used in this tool, every thing that is an data object)
     std::map<unsigned long, vector<Waveform<double>>> lappdData;     // waveform data
diff --git a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
index 1e9192719..5a9430748 100644
--- a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
+++ b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
@@ -33,6 +33,9 @@ bool LAPPDTimeAlignment::Initialise(std::string configfile, DataModel &data)
     m_data->Stores["ANNIEEvent"]->Get("TrigChannel",TrigChannel);
     m_data->Stores["ANNIEEvent"]->Get("LAPPDchannelOffset",LAPPDchannelOffset);
 
+    LoadLAPPDMap = false;
+    m_variables.Get("LoadLAPPDMap",LoadLAPPDMap);
+
     return true;
 }
 
@@ -71,11 +74,20 @@ bool LAPPDTimeAlignment::Execute(){
   bool T0signalInWindow = false;
   double deltaT;
   
+  vector<int> ACDCReadedLAPPDID;
+  m_data->Stores["ANNIEEvent"]->Get("ACDCReadedLAPPDID", ACDCReadedLAPPDID);
 
   map <unsigned long, vector<Waveform<double>>> :: iterator itr_bi;
-  for(int bi: NReadBoards)
+  for(int i = 0;i< NReadBoards.size();i++)
     {
+        int bi = NReadBoards.at(i);
+        int thisLAPPDID = ACDCReadedLAPPDID.at(i);
+
         T0channelNo = LAPPDchannelOffset+(30*bi)+TrigChannel;
+        if(LoadLAPPDMap)
+        {
+          T0channelNo = 1000 + (30*(bi%2)) + 60* thisLAPPDID + TrigChannel;
+        }
 
         if(FindT0VerbosityLevel>0) cout<<"For board "<<bi<<", InputWavlabel: "<<InputWavLabel<<endl;
         
diff --git a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.h b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.h
index 46a0ae4ea..7a3b02ab0 100644
--- a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.h
+++ b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.h
@@ -46,6 +46,8 @@ class LAPPDTimeAlignment: public Tool {
         string OutputWavLabel;
         int trigearlycut,triglatecut;
         int oldLaser;
+
+        bool LoadLAPPDMap;
 };
 
 
diff --git a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
index b491b2dd2..b97bc319b 100644
--- a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
+++ b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
@@ -41,6 +41,8 @@ bool LAPPDTreeMaker::Initialise(std::string configfile, DataModel &data)
     LoadGroupedTriggerInfo = false; // if not loading trigger, don't fill grouped trigger
   LoadGroupOption = "beam";
   m_variables.Get("LoadGroupOption", LoadGroupOption);
+  MultiLAPPDMapTreeMaker = false;
+  m_variables.Get("MultiLAPPDMapTreeMaker", MultiLAPPDMapTreeMaker);
 
   TString filename = treeMakerOutputFileName;
   file = new TFile(filename, "RECREATE");
@@ -189,6 +191,68 @@ bool LAPPDTreeMaker::Execute()
   if (LoadGroupedTriggerInfo)
     FillGroupedTriggerTree();
 
+  if (MultiLAPPDMapTreeMaker && LAPPDana)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "LAPPDTreeMaker::Execute() MultiLAPPDMapTreeMaker" << endl;
+    LoadLAPPDMapInfo();
+    bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
+    bool gotBeamgates_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+    bool gotTimeStamps_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+    bool gotTimeStampsRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+    bool gotBeamgatesRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+    bool gotOffsets = m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
+    bool gotTSCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+    bool gotDBGCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+    bool gotOSInMinusPS = m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+    if (treeMakerVerbosity > 0)
+      cout << "LAPPDTreeMaker::Execute() MultiLAPPDMapTreeMaker get map = " << getMap << endl;
+    if (getMap)
+    {
+      if (treeMakerVerbosity > 0)
+        cout << "map size: " << LAPPDDataMap.size() << endl;
+      for (auto &item : LAPPDDataMap)
+      {
+        PsecData thisData = item.second;
+        int thisLAPPD_ID = thisData.LAPPD_ID;
+
+        uint64_t thisDataTime = item.first;
+        uint64_t thisTSRaw = LAPPDTimeStampsRaw.at(thisDataTime);
+        uint64_t thisBGRaw = LAPPDBeamgatesRaw.at(thisDataTime);
+        uint64_t thisOffset = LAPPDOffsets.at(thisDataTime);
+        int thisTSCorr = LAPPDTSCorrection.at(thisDataTime);
+        int thisDBGCorr = LAPPDBGCorrection.at(thisDataTime);
+        int thisOSInMinusPS = LAPPDOSInMinusPS.at(thisDataTime);
+
+        if (treeMakerVerbosity > 0)
+          cout << "outside tree maker, Got LAPPD ID: " << thisLAPPD_ID << ", time stamp: " << thisDataTime << ", TSraw " << thisTSRaw << ", BGraw " << thisBGRaw << ", offset " << thisOffset << ", TSCorr " << thisTSCorr << ", DBGCorr " << thisDBGCorr << ", OSInMinusPS " << thisOSInMinusPS << endl;
+
+        LAPPD_IDs.push_back(thisLAPPD_ID);
+        LAPPDMapTimeStampRaw.push_back(thisTSRaw);
+        LAPPDMapBeamgateRaw.push_back(thisBGRaw);
+        LAPPDMapOffsets.push_back(thisOffset);
+        LAPPDMapTSCorrections.push_back(thisTSCorr);
+        LAPPDMapBGCorrections.push_back(thisDBGCorr);
+        LAPPDMapOSInMinusPS.push_back(thisOSInMinusPS);
+
+        if (treeMakerVerbosity > 0)
+          cout << "outside size of LAPPD_IDs: " << LAPPD_IDs.size() << endl;
+      }
+    }
+    else
+    {
+      cout << "outside LAPPDTreeMaker::LoadLAPPDMapInfo, no LAPPDDataMap found" << endl;
+    }
+
+    if (treeMakerVerbosity > 0)
+    {
+      cout << "LAPPDMapTimeStampRaw: ";
+      for (auto &item : LAPPDMapTimeStampRaw)
+        cout << item << " ";
+      cout << "LAPPDTreeMaker::Execute() MultiLAPPDMapTreeMaker finished " << endl;
+    }
+  }
+
   if (LoadPPSTimestamp && LoadingPPS)
   {
     bool gotPPSTimestamp = m_data->CStore.Get("LAPPDPPSVector", pps_vector);
@@ -347,6 +411,24 @@ void LAPPDTreeMaker::CleanVariables()
   groupedTriggerType = -9999;
   TriggerGroupNumInThisEvent = 0; // start from 0
   groupedTriggerType = -9999;
+
+  LAPPD_IDs.clear();
+  LAPPDMapTimeStampRaw.clear();
+  LAPPDMapBeamgateRaw.clear();
+  LAPPDMapOffsets.clear();
+  LAPPDMapTSCorrections.clear();
+  LAPPDMapBGCorrections.clear();
+  LAPPDMapOSInMinusPS.clear();
+
+  LAPPDDataMap.clear();
+  LAPPDBeamgate_ns.clear();
+  LAPPDTimeStamps_ns.clear();
+  LAPPDTimeStampsRaw.clear();
+  LAPPDBeamgatesRaw.clear();
+  LAPPDOffsets.clear();
+  LAPPDTSCorrection.clear();
+  LAPPDBGCorrection.clear();
+  LAPPDOSInMinusPS.clear();
 }
 
 bool LAPPDTreeMaker::LoadRunInfoFromRaw()
@@ -363,9 +445,9 @@ bool LAPPDTreeMaker::LoadRunInfoFromANNIEEvent()
 {
   if (treeMakerVerbosity > 0)
     cout << "LAPPDTreeMaker::LoadRunInfoFromANNIEEvent" << endl;
-  m_data->Stores["ANNIEEvent"]->Header->Get("RunNumber", RunNumber);
-  m_data->Stores["ANNIEEvent"]->Header->Get("SubRunNumber", SubRunNumber);
-  m_data->Stores["ANNIEEvent"]->Header->Get("PartFileNumber", PartFileNumber);
+  m_data->Stores["ANNIEEvent"]->Get("RunNumber", RunNumber);
+  m_data->Stores["ANNIEEvent"]->Get("SubRunNumber", SubRunNumber);
+  m_data->Stores["ANNIEEvent"]->Get("PartNumber", PartFileNumber);
   if (treeMakerVerbosity > 0)
     cout << "RunNumber: " << RunNumber << ", SubRunNumber: " << SubRunNumber << ", PartFileNumber: " << PartFileNumber << endl;
   return true;
@@ -401,7 +483,24 @@ bool LAPPDTreeMaker::FillPulseTree()
       PulseStart = thisPulse.GetLowRange();
       PulseEnd = thisPulse.GetHiRange();
       PulseSize = PulseEnd - PulseStart;
-      // TODO save threshold and baseline
+      // cout << " tree maker, this pulse0 LAPPD ID is " << LAPPD_ID << endl;
+      //  TODO save threshold and baseline
+      if (MultiLAPPDMapTreeMaker)
+      {
+        // find the index of LAPPD_ID in LAPPD_IDs, use that index to assign the timestamlUL and beam gate UL, if not found set them to zero
+        auto it = std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID);
+        if (it != LAPPD_IDs.end())
+        {
+          int index = std::distance(LAPPD_IDs.begin(), it);
+          LAPPDDataTimeStampUL = LAPPDMapTimeStampRaw.at(index);
+          LAPPDDataBeamgateUL = LAPPDMapBeamgateRaw.at(index);
+        }
+        else
+        {
+          LAPPDDataTimeStampUL = 0;
+          LAPPDDataBeamgateUL = 0;
+        }
+      }
       fPulse->Fill();
       foundPulseNum++;
     }
@@ -418,7 +517,29 @@ bool LAPPDTreeMaker::FillPulseTree()
       PulseStart = thisPulse.GetLowRange();
       PulseEnd = thisPulse.GetHiRange();
       PulseSize = PulseEnd - PulseStart;
+      /*cout << " this pulse1 LAPPD ID is " << LAPPD_ID << endl;
+      cout << "ThresReco pulse1 got LAPPD_IDs: ";
+      for (int i = 0; i < LAPPD_IDs.size(); i++)
+      {
+        cout << LAPPD_IDs.at(i) << " ";
+      }*/
       // TODO save threshold and baseline
+      if (MultiLAPPDMapTreeMaker)
+      {
+        // find the index of LAPPD_ID in LAPPD_IDs, use that index to assign the timestamlUL and beam gate UL, if not found set them to zero
+        auto it = std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID);
+        if (it != LAPPD_IDs.end())
+        {
+          int index = std::distance(LAPPD_IDs.begin(), it);
+          LAPPDDataTimeStampUL = LAPPDMapTimeStampRaw.at(index);
+          LAPPDDataBeamgateUL = LAPPDMapBeamgateRaw.at(index);
+        }
+        else
+        {
+          LAPPDDataTimeStampUL = 0;
+          LAPPDDataBeamgateUL = 0;
+        }
+      }
       fPulse->Fill();
       foundPulseNum++;
     }
@@ -461,6 +582,31 @@ bool LAPPDTreeMaker::FillHitTree()
       Pulse2StartTime = thisHit.GetPulse2StartTime();
       Pulse1LastTime = thisHit.GetPulse1LastTime();
       Pulse2LastTime = thisHit.GetPulse2LastTime();
+      if (treeMakerVerbosity > 0)
+      {
+        cout << " this hit LAPPD ID is " << LAPPD_ID << endl;
+        cout << "ThresReco hit got LAPPD_IDs: ";
+        for (int i = 0; i < LAPPD_IDs.size(); i++)
+        {
+          cout << LAPPD_IDs.at(i) << " ";
+        }
+      }
+      if (MultiLAPPDMapTreeMaker)
+      {
+        // find the index of LAPPD_ID in LAPPD_IDs, use that index to assign the timestamlUL and beam gate UL, if not found set them to zero
+        auto it = std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID);
+        if (it != LAPPD_IDs.end())
+        {
+          int index = std::distance(LAPPD_IDs.begin(), it);
+          LAPPDDataTimeStampUL = LAPPDMapTimeStampRaw.at(index);
+          LAPPDDataBeamgateUL = LAPPDMapBeamgateRaw.at(index);
+        }
+        else
+        {
+          LAPPDDataTimeStampUL = 0;
+          LAPPDDataBeamgateUL = 0;
+        }
+      }
       fHit->Fill();
       foundHitNum++;
     }
@@ -481,16 +627,42 @@ bool LAPPDTreeMaker::FillWaveformTree()
   std::map<unsigned long, vector<double>>::iterator it;
   for (it = waveformMax.begin(); it != waveformMax.end(); it++)
   {
-    StripNumber = it->first;
+    int key = it->first;
+    LAPPD_ID = static_cast<int>(key / 60);
+    int stripSide = static_cast<int>((key - LAPPD_ID * 60) / 30);
+    StripNumber = key - LAPPD_ID * 60 - stripSide * 30;
+    // cout << " this waveform LAPPD ID is " << LAPPD_ID << endl;
+
     for (int side = 0; side < 2; side++)
     {
       PulseSide = side;
-      LAPPD_ID = 0;
-      waveformMaxValue = waveformMax.at(StripNumber).at(side);
-      waveformRMSValue = waveformRMS.at(StripNumber).at(side);
-      waveformMaxFoundNear = waveformMaxLast.at(StripNumber).at(side);
-      waveformMaxNearingValue = waveformMaxNearing.at(StripNumber).at(side);
-      waveformMaxTimeBinValue = waveformMaxTimeBin.at(StripNumber).at(side);
+      waveformMaxValue = waveformMax.at(key).at(side);
+      waveformRMSValue = waveformRMS.at(key).at(side);
+      waveformMaxFoundNear = waveformMaxLast.at(key).at(side);
+      waveformMaxNearingValue = waveformMaxNearing.at(key).at(side);
+      waveformMaxTimeBinValue = waveformMaxTimeBin.at(key).at(side);
+      /*cout << " LAPPDTreeMaker fill waveform tree, LAPPD ID is " << LAPPD_ID << endl;
+      cout << "ThresReco got LAPPD_IDs: ";
+      for (int i = 0; i < LAPPD_IDs.size(); i++)
+      {
+        cout << LAPPD_IDs.at(i) << " ";
+      }*/
+      if (MultiLAPPDMapTreeMaker)
+      {
+        // find the index of LAPPD_ID in LAPPD_IDs, use that index to assign the timestamlUL and beam gate UL, if not found set them to zero
+        auto it = std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID);
+        if (it != LAPPD_IDs.end())
+        {
+          int index = std::distance(LAPPD_IDs.begin(), it);
+          LAPPDDataTimeStampUL = LAPPDMapTimeStampRaw.at(index);
+          LAPPDDataBeamgateUL = LAPPDMapBeamgateRaw.at(index);
+        }
+        else
+        {
+          LAPPDDataTimeStampUL = 0;
+          LAPPDDataBeamgateUL = 0;
+        }
+      }
       fWaveform->Fill();
     }
   }
@@ -517,14 +689,27 @@ bool LAPPDTreeMaker::FillLAPPDDataTimeStamp()
 {
   if (treeMakerVerbosity > 0)
     cout << "LAPPDTreeMaker::FillLAPPDDataTimeStamp. Before fill: LAPPDDataTimeStampUL: " << LAPPDDataTimeStampUL << ", LAPPDDataBeamgateUL: " << LAPPDDataBeamgateUL << ", LAPPDDataTimestampPart1: " << LAPPDDataTimestampPart1 << ", LAPPDDataBeamgatePart1: " << LAPPDDataBeamgatePart1 << ", LAPPDDataTimestampPart2: " << LAPPDDataTimestampPart2 << ", LAPPDDataBeamgatePart2: " << LAPPDDataBeamgatePart2 << endl;
-  m_data->CStore.Get("LAPPDBeamgate_Raw", LAPPDDataBeamgateUL);
-  m_data->CStore.Get("LAPPDTimestamp_Raw", LAPPDDataTimeStampUL);
-  m_data->CStore.Get("LAPPDBGIntCombined", LAPPDDataBeamgatePart1);
-  m_data->CStore.Get("LAPPDBGFloat", LAPPDDataBeamgatePart2);
-  m_data->CStore.Get("LAPPDTSIntCombined", LAPPDDataTimestampPart1);
-  m_data->CStore.Get("LAPPDTSFloat", LAPPDDataTimestampPart2);
-  m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
-  fTimeStamp->Fill();
+  if (!MultiLAPPDMapTreeMaker)
+  {
+    m_data->CStore.Get("LAPPDBeamgate_Raw", LAPPDDataBeamgateUL);
+    m_data->CStore.Get("LAPPDTimestamp_Raw", LAPPDDataTimeStampUL);
+    m_data->CStore.Get("LAPPDBGIntCombined", LAPPDDataBeamgatePart1);
+    m_data->CStore.Get("LAPPDBGFloat", LAPPDDataBeamgatePart2);
+    m_data->CStore.Get("LAPPDTSIntCombined", LAPPDDataTimestampPart1);
+    m_data->CStore.Get("LAPPDTSFloat", LAPPDDataTimestampPart2);
+    m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
+    fTimeStamp->Fill();
+  }
+  else
+  {
+    for (int i = 0; i < LAPPD_IDs.size(); i++)
+    {
+      LAPPD_ID = LAPPD_IDs.at(i);
+      LAPPDDataBeamgateUL = LAPPDMapBeamgateRaw.at(i);
+      LAPPDDataTimeStampUL = LAPPDMapTimeStampRaw.at(i);
+      fTimeStamp->Fill();
+    }
+  }
   if (treeMakerVerbosity > 0)
     cout << "LAPPDDataTimeStampUL: " << LAPPDDataTimeStampUL << ", LAPPDDataBeamgateUL: " << LAPPDDataBeamgateUL << ", LAPPDDataTimestampPart1: " << LAPPDDataTimestampPart1 << ", LAPPDDataBeamgatePart1: " << LAPPDDataBeamgatePart1 << ", LAPPDDataTimestampPart2: " << LAPPDDataTimestampPart2 << ", LAPPDDataBeamgatePart2: " << LAPPDDataBeamgatePart2 << endl;
   return true;
@@ -787,4 +972,56 @@ void LAPPDTreeMaker::CleanTriggers()
     std::vector<unsigned long> lastTrigTimestamps(unGroupedTriggerTimestamps.end() - 1000, unGroupedTriggerTimestamps.end());
     unGroupedTriggerTimestamps = lastTrigTimestamps;
   }
+}
+
+void LAPPDTreeMaker::LoadLAPPDMapInfo()
+{
+  //cout << "LAPPDTreeMaker::LoadLAPPDMapInfo" << endl;
+  bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
+  bool gotBeamgates_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+  bool gotTimeStamps_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+  bool gotTimeStampsRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+  bool gotBeamgatesRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+  bool gotOffsets = m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
+  bool gotTSCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+  bool gotDBGCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+  bool gotOSInMinusPS = m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+  //cout << "LAPPDTreeMaker::LoadLAPPDMapInfo() get map = " << getMap << endl;
+
+  if (getMap)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "map size: " << LAPPDDataMap.size() << endl;
+    for (auto &item : LAPPDDataMap)
+    {
+      PsecData thisData = item.second;
+      int thisLAPPD_ID = thisData.LAPPD_ID;
+
+      uint64_t thisDataTime = item.first;
+      uint64_t thisTSRaw = LAPPDTimeStampsRaw.at(thisDataTime);
+      uint64_t thisBGRaw = LAPPDBeamgatesRaw.at(thisDataTime);
+      uint64_t thisOffset = LAPPDOffsets.at(thisDataTime);
+      int thisTSCorr = LAPPDTSCorrection.at(thisDataTime);
+      int thisDBGCorr = LAPPDBGCorrection.at(thisDataTime);
+      int thisOSInMinusPS = LAPPDOSInMinusPS.at(thisDataTime);
+
+      if (treeMakerVerbosity > 0)
+        cout << "tree maker, Got LAPPD ID: " << thisLAPPD_ID << ", time stamp: " << thisDataTime << ", TSraw " << thisTSRaw << ", BGraw " << thisBGRaw << ", offset " << thisOffset << ", TSCorr " << thisTSCorr << ", DBGCorr " << thisDBGCorr << ", OSInMinusPS " << thisOSInMinusPS << endl;
+
+      LAPPD_IDs.push_back(thisLAPPD_ID);
+      LAPPDMapTimeStampRaw.push_back(thisTSRaw);
+      LAPPDMapBeamgateRaw.push_back(thisBGRaw);
+      LAPPDMapOffsets.push_back(thisOffset);
+      LAPPDMapTSCorrections.push_back(thisTSCorr);
+      LAPPDMapBGCorrections.push_back(thisDBGCorr);
+      LAPPDMapOSInMinusPS.push_back(thisOSInMinusPS);
+
+      if (treeMakerVerbosity > 0)
+        cout << "size of LAPPD_IDs: " << LAPPD_IDs.size() << endl;
+    }
+  }
+  else
+  {
+    cout << "LAPPDTreeMaker::LoadLAPPDMapInfo, no LAPPDDataMap found" << endl;
+  }
 }
\ No newline at end of file
diff --git a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
index c95e69c86..86650ba0d 100644
--- a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
+++ b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
@@ -12,6 +12,7 @@
 #include "LAPPDHit.h"
 #include "Geometry.h"
 #include "Position.h"
+#include "PsecData.h"
 
 /**
  * \class LAPPDTreeMaker
@@ -44,6 +45,7 @@ class LAPPDTreeMaker : public Tool
     bool FillTriggerTree();
     bool FillGroupedTriggerTree();
     void CleanTriggers();
+    void LoadLAPPDMapInfo();
 
 private:
     TFile *file;
@@ -150,6 +152,25 @@ class LAPPDTreeMaker : public Tool
     int RunNumber;
     int SubRunNumber;
     int PartFileNumber;
+
+    bool MultiLAPPDMapTreeMaker;
+    vector<int> LAPPD_IDs;
+    vector<uint64_t> LAPPDMapTimeStampRaw;
+    vector<uint64_t> LAPPDMapBeamgateRaw;
+    vector<uint64_t> LAPPDMapOffsets;
+    vector<int> LAPPDMapTSCorrections;
+    vector<int> LAPPDMapBGCorrections;
+    vector<int> LAPPDMapOSInMinusPS;
+
+    std::map<uint64_t, PsecData> LAPPDDataMap;
+    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+    std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+    std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+    std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+    std::map<uint64_t, uint64_t> LAPPDOffsets;
+    std::map<uint64_t, int> LAPPDTSCorrection;
+    std::map<uint64_t, int> LAPPDBGCorrection;
+    std::map<uint64_t, int> LAPPDOSInMinusPS;
 };
 
 #endif
diff --git a/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp b/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
index 686a69f86..9fdcc1668 100644
--- a/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
+++ b/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
@@ -176,6 +176,7 @@ bool LoadANNIEEvent::Execute() {
       std::string input_filename = input_filenames_.at(current_file_);
       bool filename_valid = false;
       filename_valid = theANNIEEvent->Initialise(input_filename);
+      Log("LoadANNIEEvent: Loading new file "+input_filename, 1, verbosity_);
       if (!filename_valid){
         Log("LoadANNIEEvent: Filename "+input_filename+" not found! Proceed to next file",v_error,verbosity_);
         current_file_++;
@@ -183,6 +184,8 @@ bool LoadANNIEEvent::Execute() {
       }
       m_data->Stores["ANNIEEvent"] = theANNIEEvent;
       m_data->Stores.at("ANNIEEvent")->Header->Get("TotalEntries",total_entries_in_file_);
+            Log("LoadANNIEEvent: total number of entry in this file is "+std::to_string(total_entries_in_file_), 1, verbosity_  );
+
       if (current_file_==0) {
         global_events.push_back(total_entries_in_file_);
         global_events_start.push_back(0);
@@ -246,7 +249,6 @@ bool LoadANNIEEvent::Execute() {
            std::string input_filename = input_filenames_.at(current_file_);
            std::cout <<"Reading in current file "<<current_file_<<std::endl;
            m_data->Stores["ANNIEEvent"]->Initialise(input_filename);
-           Log("LoadANNIEEvent: Loading new file "+input_filename, 1, verbosity_);
            m_data->Stores["ANNIEEvent"]->Header->Get("TotalEntries",
              total_entries_in_file_);
            global_events.push_back(global_events.at(current_file_-1)+total_entries_in_file_);
diff --git a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
index a7a4563ca..8d35d113c 100755
--- a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
+++ b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
@@ -383,6 +383,9 @@ bool PhaseIIADCHitFinder::Execute() {
    // std::cout <<"InProgressHits size (calibrator): "<<InProgressHits->size()<<std::endl;
    // std::cout <<"InProgressRecoADCHits size (calibrator): "<<InProgressRecoADCHits->size()<<std::endl;
    // std::cout <<"InProgressHitsAux size (calibrator): "<<InProgressHitsAux->size()<<std::endl;
+          cout<<"InProgressChkey size: "<<InProgressChkey->size()<<endl;
+      cout<<"InProgressHits size: "<<InProgressHits->size()<<endl;
+
     if (new_data){
       //std::cout <<"FinishedHits"<<std::endl;
       //Setting variables into the CStore
@@ -390,6 +393,7 @@ bool PhaseIIADCHitFinder::Execute() {
       //std::cout <<"FinishedRecoADCHits"<<std::endl;
       m_data->CStore.Set("InProgressRecoADCHits",InProgressRecoADCHits);
       m_data->CStore.Set("InProgressChkey",InProgressChkey);
+      cout<<"InProgressChkey size: "<<InProgressChkey->size()<<endl;
       //std::cout <<"FinishedHitsAux"<<std::endl;
       m_data->CStore.Set("InProgressHitsAux",InProgressHitsAux);
      // std::cout <<"FinishedRecoADCHitsAux"<<std::endl;
diff --git a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
index 208c766b5..34c597ed9 100644
--- a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
+++ b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
@@ -869,6 +869,7 @@ bool PhaseIITreeMaker::Execute(){
     if (fDataStreams["MRD"]==1) fHasMRD = 1;
     else fHasMRD = 0;
 
+
     m_data->Stores.at("ANNIEEvent")->Get("EventTimeMRD",fEventTimeMRD);
     fEventTimeMRD_Tree = (ULong64_t) fEventTimeMRD.GetNs();
     // bool got_mrdtime = m_data->Stores.at("ANNIEEvent")->Get("EventTime",mrd_timestamp);
@@ -1992,6 +1993,10 @@ void PhaseIITreeMaker::LoadLAPPDData()
   
   m_data->Stores["ANNIEEvent"]->Get("GroupedTrigger", GroupedTrigger);
   if(LAPPDDataMap.size() != 0)
-    FillLAPPDData();
+    {
+      FillLAPPDData();
+      //print the content of fDataStreams, and the size of data map
+      //cout<<"Found LAPPDData, LAPPDDataMap Size: "<<LAPPDDataMap.size()<<endl;
 
+    }
 }
\ No newline at end of file
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
new file mode 100644
index 000000000..304b0a4b6
--- /dev/null
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
@@ -0,0 +1,422 @@
+#include "ProcessedLAPPDFilter.h"
+
+ProcessedLAPPDFilter::ProcessedLAPPDFilter() : Tool() {}
+
+bool ProcessedLAPPDFilter::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  FilterVerbosity = 0;
+  m_variables.Get("FilterVerbosity", FilterVerbosity);
+  requirePulsedAmp = 15;
+  m_variables.Get("requirePulsedAmp", requirePulsedAmp);
+  requirePulsedStripNumber = 7;
+  m_variables.Get("requirePulsedStripNumber", requirePulsedStripNumber);
+
+  saveAllLAPPDEvents = false;
+  m_variables.Get("saveAllLAPPDEvents", saveAllLAPPDEvents);
+
+  MRDDataName = "FilteredMRDData";
+  MRDNoVetoDataName = "FilteredMRDNoVetoData";
+  m_variables.Get("MRDDataName", MRDDataName);
+  m_variables.Get("MRDNoVetoDataName", MRDNoVetoDataName);
+
+  AllLAPPDDataName = "FilteredAllLAPPDData";
+  m_variables.Get("AllLAPPDDataName", AllLAPPDDataName);
+
+  filterType = "MRDtrack";  //MRDtrack and pmt cluster
+  //filterType = "PMTCluster"; // pmt cluster only
+  m_variables.Get("filterType", filterType);
+
+  FilteredMRD = new BoostStore(false, 2);       // all events with MRD in it //if gotEventMRD = true;
+  FilteredMRDNoVeto = new BoostStore(false, 2); // all events with MRD but no veto// if gotEventMRD && gotEventMRDNoVeto = true
+  FilteredAllLAPPD = new BoostStore(false, 2);  // all events with LAPPD data
+
+  gotEventMRD = false;
+  gotEventMRDNoVeto = false;
+  gotEventPMTCluster = false;
+
+  EventPMTClusterNumber = 0;
+  EventMRDNumber = 0;
+  EventMRDNoVetoNumber = 0;
+  CurrentExeNumber = 0;
+  pairedEventNumber = 0;
+
+  return true;
+}
+
+bool ProcessedLAPPDFilter::Execute()
+{
+
+  m_data->Stores.at("ANNIEEvent")->Get("DataStreams", DataStreams);
+
+
+  if (FilterVerbosity > 2)
+  {
+    for (auto it = DataStreams.begin(); it != DataStreams.end(); ++it)
+    {
+      cout << "DataStream: " << it->first << " " << it->second << ", ";
+    }
+    cout << endl;
+  }
+
+  if (DataStreams["LAPPD"] == false)
+  {
+    return true;
+  }
+
+
+  if (filterType == "MRDtrack")
+  {
+
+    CurrentExeNumber += 1;
+    gotEventMRD = false;
+    gotEventPMTCluster = false;
+
+    std::map<double, std::vector<Hit>> *m_all_clusters = nullptr;
+    bool get_clusters = m_data->CStore.Get("ClusterMap", m_all_clusters);
+    if (!get_clusters)
+    {
+      std::cout << "FiltStage1Event tool: No clusters found!" << std::endl;
+      return false;
+    }
+    if ((int)m_all_clusters->size() > 0)
+      gotEventPMTCluster = true;
+
+    std::vector<std::vector<int>> MrdTimeClusters;
+    bool get_clusters_mrd = m_data->CStore.Get("MrdTimeClusters", MrdTimeClusters);
+    if (!get_clusters_mrd)
+    {
+      std::cout << "FiltStage1Event tool: No MRD clusters found! Did you run the TimeClustering tool?" << std::endl;
+      return false;
+    }
+    if (MrdTimeClusters.size() > 0)
+      gotEventMRD = true;
+
+    bool gotStoreNoVeto = m_data->Stores.at("RecoEvent")->Get("NoVeto", gotEventMRDNoVeto);
+    if (!gotStoreNoVeto)
+    {
+      cout << "The Stage1 Filter doesn't work because it need the Veto information form EventSelector Tool. Please include that." << endl;
+      return false;
+    }
+
+    if(saveAllLAPPDEvents)
+    {
+      GotANNIEEventAndSave(FilteredAllLAPPD, AllLAPPDDataName);
+    }
+
+    if (gotEventPMTCluster)
+    {
+      EventPMTClusterNumber += 1;
+      if (FilterVerbosity > 0)
+        cout << "Got an event with PMT cluster, got event number " << EventPMTClusterNumber << endl;
+      if (gotEventMRD)
+      {
+        GotANNIEEventAndSave(FilteredMRD, MRDDataName);
+        EventMRDNumber += 1;
+        if (FilterVerbosity > 0)
+          cout << "Got an event with PMT cluster, MRD hits, got event number " << EventMRDNumber << endl;
+        if (gotEventMRDNoVeto)
+        {
+          GotANNIEEventAndSave(FilteredMRDNoVeto, MRDNoVetoDataName);
+          EventMRDNoVetoNumber += 1;
+          if (FilterVerbosity > 0)
+            cout << "Got an event with PMT cluster, MRD hits and no veto, got event number " << EventMRDNoVetoNumber << endl;
+        }
+      }
+
+      if (CurrentExeNumber % 50 == 0)
+      {
+        cout << "Filter event number: " << CurrentExeNumber << ", events with PMT clusters: " << EventPMTClusterNumber << ", also with MRD tracks: " << EventMRDNumber << ", also with MRD tracks and no veto: " << EventMRDNoVetoNumber << endl;
+      }
+
+      m_data->Stores["ANNIEEvent"]->Get("RunNumber", currentRunNumber);
+    }
+  }
+
+  if (filterType == "PMTCluster")
+  {
+    CurrentExeNumber += 1;
+
+    gotEventPMTCluster = false;
+
+    std::map<double, std::vector<Hit>> *m_all_clusters = nullptr;
+    bool get_clusters = m_data->CStore.Get("ClusterMap", m_all_clusters);
+    if (!get_clusters)
+    {
+      std::cout << "FiltStage1Event tool: No clusters found!" << std::endl;
+      return false;
+    }
+    if ((int)m_all_clusters->size() > 0)
+      gotEventPMTCluster = true;
+
+    if (gotEventPMTCluster)
+    {
+      EventPMTClusterNumber += 1;
+      if (FilterVerbosity > 0)
+        cout << "Got an event with PMT cluster, got event number " << EventPMTClusterNumber << endl;
+      GotANNIEEventAndSave(FilteredMRD, MRDDataName);
+      if (CurrentExeNumber % 50 == 0)
+      {
+        cout << "Filter event number: " << CurrentExeNumber << ", events with PMT clusters: " << EventPMTClusterNumber << endl;
+      }
+
+      m_data->Stores["ANNIEEvent"]->Get("RunNumber", currentRunNumber);
+    }
+  }
+
+  /*
+    if (filterType == "LAPPDPulsedStripNumber")
+    {
+      CurrentExeNumber += 1;
+      int pulsedStripNumber = 0;
+      std::vector<std::vector<double>> LAPPDVectorSide0 = std::vector<std::vector<double>>(30, std::vector<double>(256));
+      // loop the vector. For each strip, loop and find maximum, if the maximum > 15, then pulsedStripNumber += 1
+      m_data->Stores["ANNIEEvent"]->Get("LAPPDSigVecSide0", LAPPDVectorSide0);
+      for (int i = 0; i < 30; i++)
+      {
+        double max = 0;
+        for (int j = 0; j < 256; j++)
+        {
+          if (LAPPDVectorSide0[i][j] > max)
+            max = LAPPDVectorSide0[i][j];
+          if (FilterVerbosity > requirePulsedStripNumber)
+            cout << "LAPPDVectorSide0[" << i << "][" << j << "] = " << LAPPDVectorSide0[i][j] << endl;
+        }
+        if (max > requirePulsedAmp)
+          pulsedStripNumber += 1;
+      }
+      if (pulsedStripNumber > requirePulsedStripNumber)
+      {
+        GotANNIEEventAndSave(FilteredMRD, MRDDataName);
+        EventMRDNumber += 1;
+      }
+
+      if (CurrentExeNumber % 50 == 0)
+      {
+        cout << "Filter event number " << CurrentExeNumber << ", pulsedStripNumber more than " << requirePulsedStripNumber << " events " << EventMRDNumber << endl;
+      }
+    }
+  */
+
+  return true;
+}
+
+bool ProcessedLAPPDFilter::Finalise()
+{
+  FilteredMRD->Close();
+  FilteredMRDNoVeto->Close();
+  FilteredAllLAPPD->Close();
+
+  FilteredMRD->Delete();
+  FilteredMRDNoVeto->Delete();
+  FilteredAllLAPPD->Delete();
+  
+
+  if (filterType == "MRDtrack")
+  {
+    cout << "Current Run " << currentRunNumber << endl;
+    cout << "Filter got " << CurrentExeNumber << " events in total" << endl; // this is the total number of events
+    cout << "Got " << EventPMTClusterNumber << " events with PMT clusters" << endl;
+    cout << "Got " << EventMRDNumber << " events with PMT clusters and MRD hits" << endl;
+    cout << "Got " << EventMRDNoVetoNumber << " events with PMT clusters and MRD hits and no veto" << endl;
+    cout << "Saved " << MRDDataName << " successfully" << endl;
+    cout << "Saved " << MRDNoVetoDataName << " successfully" << endl;
+
+    std::ofstream file("FilterStat.txt", std::ios::app);
+    file << currentRunNumber << " " << CurrentExeNumber << " " << EventPMTClusterNumber << " " << EventMRDNumber << " " << EventMRDNoVetoNumber << " "
+         << "\n";
+    file.close();
+  }
+  if (filterType == "PMTCluster")
+  {
+    cout << "Current Run " << currentRunNumber << endl;
+    cout << "Filter got " << CurrentExeNumber << " events in total" << endl; // this is the total number of events
+    cout << "Got " << EventPMTClusterNumber << " events with PMT clusters" << endl;
+    cout << "Saved " << MRDDataName << " successfully" << endl;
+  }
+  if (filterType == "LAPPDTiming")
+  {
+    cout << "Filter got " << CurrentExeNumber << " events in total" << endl; // this is the total number of events
+    cout << "Got " << EventMRDNumber << " events in beamgate window" << endl;
+    cout << "Saved " << MRDDataName << " successfully" << endl;
+  }
+
+  if (filterType == "LAPPDPulsedStripNumber")
+  {
+    cout << "Filter got " << CurrentExeNumber << " events in total" << endl; // this is the total number of events
+    cout << "Got " << EventMRDNumber << " events with more than 5 pulsed strips" << endl;
+    cout << "Saved " << MRDDataName << " successfully" << endl;
+  }
+
+  return true;
+}
+
+bool ProcessedLAPPDFilter::GotANNIEEventAndSave(BoostStore *BS, string savePath)
+{
+  std::map<unsigned long, std::vector<Hit>> *AuxHitsOriginal = nullptr;
+  std::map<unsigned long, std::vector<Hit>> *HitsOriginal = nullptr;
+  m_data->Stores["ANNIEEvent"]->Get("AuxHits", AuxHitsOriginal);
+  m_data->Stores["ANNIEEvent"]->Get("Hits", HitsOriginal);
+  auto AuxHitsCopy = new std::map<unsigned long, std::vector<Hit>>(*AuxHitsOriginal);
+  auto HitsCopy = new std::map<unsigned long, std::vector<Hit>>(*HitsOriginal);
+  BS->Set("AuxHits", AuxHitsCopy);
+  BS->Set("Hits", HitsCopy);
+
+  std::map<unsigned long, std::vector<Hit>> TDCData;
+  BeamStatus BeamStatus;
+  uint64_t CTCTimestamp, RunStartTime;
+  std::map<std::string, bool> DataStreams;
+  uint32_t EventNumber, TriggerWord;
+  uint64_t EventTimeTank;
+  TimeClass EventTimeMRD;
+  std::map<std::string, int> MRDLoopbackTDC;
+  std::string MRDTriggerType;
+  std::map<unsigned long, std::vector<int>> RawAcqSize;
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> RecoADCData, RecoAuxADCData;
+  int PartNumber, RunNumber, RunType, SubrunNumber, TriggerExtended;
+  TriggerClass TriggerData;
+  m_data->Stores["ANNIEEvent"]->Get("TDCData", TDCData);
+  BS->Set("TDCData", TDCData);
+  m_data->Stores["ANNIEEvent"]->Get("DataStreams", DataStreams);
+  BS->Set("DataStreams", DataStreams);
+  m_data->Stores["ANNIEEvent"]->Get("BeamStatus", BeamStatus);
+  BS->Set("BeamStatus", BeamStatus);
+  m_data->Stores["ANNIEEvent"]->Get("RunStartTime", RunStartTime);
+  BS->Set("RunStartTime", RunStartTime);
+  m_data->Stores["ANNIEEvent"]->Get("EventNumber", EventNumber);
+  BS->Set("EventNumber", EventNumber);
+  m_data->Stores["ANNIEEvent"]->Get("TriggerWord", TriggerWord);
+  BS->Set("TriggerWord", TriggerWord);
+  m_data->Stores["ANNIEEvent"]->Get("EventTimeMRD", EventTimeMRD);
+  BS->Set("EventTimeMRD", EventTimeMRD);
+  m_data->Stores["ANNIEEvent"]->Get("EventTimeTank", EventTimeTank);
+  BS->Set("EventTimeTank", EventTimeTank);
+  m_data->Stores["ANNIEEvent"]->Get("MRDLoopbackTDC", MRDLoopbackTDC);
+  BS->Set("MRDLoopbackTDC", MRDLoopbackTDC);
+  m_data->Stores["ANNIEEvent"]->Get("MRDTriggerType", MRDTriggerType);
+  BS->Set("MRDTriggerType", MRDTriggerType);
+  m_data->Stores["ANNIEEvent"]->Get("RawAcqSize", RawAcqSize);
+  BS->Set("RawAcqSize", RawAcqSize);
+  m_data->Stores["ANNIEEvent"]->Get("RecoADCData", RecoADCData);
+  BS->Set("RecoADCData", RecoADCData);
+  m_data->Stores["ANNIEEvent"]->Get("RecoAuxADCData", RecoAuxADCData);
+  BS->Set("RecoAuxADCData", RecoAuxADCData);
+  m_data->Stores["ANNIEEvent"]->Get("PartNumber", PartNumber);
+  BS->Set("PartNumber", PartNumber);
+  m_data->Stores["ANNIEEvent"]->Get("RunNumber", RunNumber);
+  BS->Set("RunNumber", RunNumber);
+  m_data->Stores["ANNIEEvent"]->Get("RunType", RunType);
+  BS->Set("RunType", RunType);
+  m_data->Stores["ANNIEEvent"]->Get("SubrunNumber", SubrunNumber);
+  BS->Set("SubrunNumber", SubrunNumber);
+  m_data->Stores["ANNIEEvent"]->Get("TriggerExtended", TriggerExtended);
+  BS->Set("TriggerExtended", TriggerExtended);
+  m_data->Stores["ANNIEEvent"]->Get("TriggerData", TriggerData);
+  BS->Set("TriggerData", TriggerData);
+  m_data->Stores["ANNIEEvent"]->Get("CTCTimestamp", CTCTimestamp);
+  BS->Set("CTCTimestamp", CTCTimestamp);
+
+  std::map<uint64_t, uint32_t> GroupedTrigger;
+  m_data->Stores["ANNIEEvent"]->Get("GroupedTrigger", GroupedTrigger);
+  BS->Set("GroupedTrigger", GroupedTrigger);
+
+  int PrimaryTriggerWord;
+  m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerWord", PrimaryTriggerWord);
+  BS->Set("PrimaryTriggerWord", PrimaryTriggerWord);
+
+  uint64_t primaryTrigTime;
+  m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerTime", primaryTrigTime);
+  BS->Set("PrimaryTriggerTime", primaryTrigTime);
+
+  bool NCExtended, CCExtended;
+  m_data->Stores["ANNIEEvent"]->Get("NCExtended", NCExtended);
+  BS->Set("NCExtended", NCExtended);
+  m_data->Stores["ANNIEEvent"]->Get("CCExtended", CCExtended);
+  BS->Set("CCExtended", CCExtended);
+
+  string TriggerType;
+  m_data->Stores["ANNIEEvent"]->Get("TriggerType", TriggerType);
+  BS->Set("TriggerType", TriggerType);
+
+  int CTCWordExtended;
+  m_data->Stores["ANNIEEvent"]->Get("CTCWordExtended", CTCWordExtended);
+  BS->Set("CTCWordExtended", CTCWordExtended);
+
+  std::map<uint64_t, PsecData> LAPPDDataMap;
+  std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+  std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+  std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+  std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+  std::map<uint64_t, uint64_t> LAPPDOffsets;
+  std::map<uint64_t, int> LAPPDTSCorrection;
+  std::map<uint64_t, int> LAPPDBGCorrection;
+  std::map<uint64_t, int> LAPPDOSInMinusPS;
+
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
+  BS->Set("LAPPDDataMap", LAPPDDataMap);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+  BS->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+  BS->Set("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+  BS->Set("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+  BS->Set("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
+  BS->Set("LAPPDOffsets", LAPPDOffsets);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+  BS->Set("LAPPDTSCorrection", LAPPDTSCorrection);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+  BS->Set("LAPPDBGCorrection", LAPPDBGCorrection);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+  BS->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+
+  uint64_t beamInfoTime = 0;
+  int64_t timeDiff = -9999;
+  double defaultVal = -9999.;
+  int beam_good = 0;
+  double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
+  m_data->Stores["ANNIEEvent"]->Get("BeamInfoTime", beamInfoTime);
+  BS->Set("BeamInfoTime", beamInfoTime);
+  m_data->Stores["ANNIEEvent"]->Get("BeamInfoTimeToTriggerDiff", timeDiff);
+  BS->Set("BeamInfoTimeToTriggerDiff", timeDiff);
+  m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR860", E_TOR860);
+  BS->Set("beam_E_TOR860", E_TOR860);
+  m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875", E_TOR875);
+  BS->Set("beam_E_TOR875", E_TOR875);
+  m_data->Stores["ANNIEEvent"]->Get("beam_THCURR", THCURR);
+  BS->Set("beam_THCURR", THCURR);
+  m_data->Stores["ANNIEEvent"]->Get("beam_BTJT2", BTJT2);
+  BS->Set("beam_BTJT2", BTJT2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_HP875", HP875);
+  BS->Set("beam_HP875", HP875);
+  m_data->Stores["ANNIEEvent"]->Get("beam_VP875", VP875);
+  BS->Set("beam_VP875", VP875);
+  m_data->Stores["ANNIEEvent"]->Get("beam_HPTG1", HPTG1);
+  BS->Set("beam_HPTG1", HPTG1);
+  m_data->Stores["ANNIEEvent"]->Get("beam_VPTG1", VPTG1);
+  BS->Set("beam_VPTG1", VPTG1);
+  m_data->Stores["ANNIEEvent"]->Get("beam_HPTG2", HPTG2);
+  BS->Set("beam_HPTG2", HPTG2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_VPTG2", VPTG2);
+  BS->Set("beam_VPTG2", VPTG2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_BTH2T2", BTH2T2);
+  BS->Set("beam_BTH2T2", BTH2T2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_good", beam_good);
+  BS->Set("beam_good", beam_good);
+
+  BS->Save(savePath);
+  if(FilterVerbosity>2)
+    cout<<"Saved to "<<savePath<<" successfully"<<endl;
+  BS->Delete();
+
+  return true;
+}
\ No newline at end of file
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
new file mode 100644
index 000000000..7b7e871cc
--- /dev/null
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
@@ -0,0 +1,77 @@
+#ifndef ProcessedLAPPDFilter_H
+#define ProcessedLAPPDFilter_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "PsecData.h"
+#include "Waveform.h"
+#include "BoostStore.h"
+#include "Store.h"
+#include "ADCPulse.h"
+#include "TimeClass.h"
+#include "TriggerClass.h"
+#include "ANNIEalgorithms.h"
+#include "CalibratedADCWaveform.h"
+#include "BeamStatus.h"
+#include "Geometry.h"
+
+/**
+ * \class ProcessedLAPPDFilter
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class ProcessedLAPPDFilter : public Tool
+{
+
+public:
+    ProcessedLAPPDFilter();                                   ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+
+    bool GotANNIEEventAndSave(BoostStore *BS, string savePath);
+
+private:
+    std::map<std::string, bool> DataStreams;
+
+    int FilterVerbosity;
+
+    string MRDDataName;
+    string MRDNoVetoDataName;
+    string AllLAPPDDataName;
+
+    string filterType;
+
+    BoostStore *FilteredMRD = nullptr;
+    BoostStore *FilteredMRDNoVeto = nullptr;
+    BoostStore *FilteredAllLAPPD = nullptr;
+
+    bool gotEventMRD;
+    bool gotEventMRDNoVeto;
+    bool gotEventPMTCluster;
+
+    bool saveAllLAPPDEvents;
+
+    int EventMRDNumber;
+    int EventMRDNoVetoNumber;
+    int EventPMTClusterNumber;
+    int CurrentExeNumber;
+    int pairedEventNumber;
+
+
+
+    int currentRunNumber;
+
+    double requirePulsedAmp;
+    int requirePulsedStripNumber;
+
+
+};
+
+#endif
diff --git a/UserTools/ProcessedLAPPDFilter/README.md b/UserTools/ProcessedLAPPDFilter/README.md
new file mode 100644
index 000000000..689d0864f
--- /dev/null
+++ b/UserTools/ProcessedLAPPDFilter/README.md
@@ -0,0 +1,20 @@
+# ProcessedLAPPDFilter
+
+ProcessedLAPPDFilter
+
+## Data
+
+Describe any data formats ProcessedLAPPDFilter creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for ProcessedLAPPDFilter.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 92a85c89c..577b38609 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -189,3 +189,4 @@
 #include "EBMRD.h"
 #include "EBSaver.h"
 #include "ANNIEEventTreeMaker.h"
+#include "ProcessedLAPPDFilter.h"
diff --git a/configfiles/EventBuilderV2/EBLAPPDConfig b/configfiles/EventBuilderV2/EBLAPPDConfig
index b6981cdec..016b554fd 100644
--- a/configfiles/EventBuilderV2/EBLAPPDConfig
+++ b/configfiles/EventBuilderV2/EBLAPPDConfig
@@ -1,4 +1,4 @@
-verbosityEBLAPPD 5
+verbosityEBLAPPD 1
 matchTargetTrigger 14
 matchTolerance_ns 400000
 #matchTolerance_ns 10000
diff --git a/configfiles/EventBuilderV2/EBLoadRawConfig b/configfiles/EventBuilderV2/EBLoadRawConfig
index bae579561..4f5af443e 100644
--- a/configfiles/EventBuilderV2/EBLoadRawConfig
+++ b/configfiles/EventBuilderV2/EBLoadRawConfig
@@ -1,4 +1,4 @@
-verbosityEBLoadRaw 5
+verbosityEBLoadRaw 2
 ReadTriggerOverlap 1
 
 InputFile ./configfiles/EventBuilderV2/list.txt
diff --git a/configfiles/EventBuilderV2/EBMRDConfig b/configfiles/EventBuilderV2/EBMRDConfig
index 1914f4cc9..331c10f85 100644
--- a/configfiles/EventBuilderV2/EBMRDConfig
+++ b/configfiles/EventBuilderV2/EBMRDConfig
@@ -1,4 +1,4 @@
-verbosityEBMRD 5
+verbosityEBMRD 1
 matchTargetTrigger 8
 matchTolerance_ns 3000000
 matchToAllTriggers 0
diff --git a/configfiles/EventBuilderV2/EBPMTConfig b/configfiles/EventBuilderV2/EBPMTConfig
index f7196af27..bfc7ee9ac 100644
--- a/configfiles/EventBuilderV2/EBPMTConfig
+++ b/configfiles/EventBuilderV2/EBPMTConfig
@@ -1,4 +1,4 @@
-verbosityEBPMT 3
+verbosityEBPMT 1
 matchTargetTrigger 5
 matchTolerance_ns 100
 matchToAllTriggers 1
diff --git a/configfiles/EventBuilderV2/EBSaverConfig b/configfiles/EventBuilderV2/EBSaverConfig
index 23005b942..781d748e2 100644
--- a/configfiles/EventBuilderV2/EBSaverConfig
+++ b/configfiles/EventBuilderV2/EBSaverConfig
@@ -1,4 +1,4 @@
-verbosityEBSaver 5
+verbosityEBSaver 1
 
 savePMT 1
 saveMRD 1
diff --git a/configfiles/EventBuilderV2/EBTriggerGrouperConfig b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
index bb80aed08..73cabfe5a 100644
--- a/configfiles/EventBuilderV2/EBTriggerGrouperConfig
+++ b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
@@ -1,4 +1,4 @@
-verbosityEBTG 3
+verbosityEBTG 1
 GroupMode beam
 GroupTolerance 3000000
 GroupTrigWord 14 //undelayed beam
diff --git a/configfiles/EventBuilderV2/list.txt b/configfiles/EventBuilderV2/list.txt
index cebfc229b..26561a266 100644
--- a/configfiles/EventBuilderV2/list.txt
+++ b/configfiles/EventBuilderV2/list.txt
@@ -1,2 +1,2 @@
-/pnfs/annie/persistent/raw/raw/4763/RAWDataR4763S0p6
-/pnfs/annie/persistent/raw/raw/4763/RAWDataR4763S0p7
+/pnfs/annie/persistent/raw/raw/4804/RAWDataR4804S0p332
+/pnfs/annie/persistent/raw/raw/4804/RAWDataR4804S0p333
diff --git a/configfiles/LAPPDProcessedAna/ConfigPlot b/configfiles/LAPPDProcessedAna/ConfigPlot
index a519d3666..1e79bce72 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPlot
+++ b/configfiles/LAPPDProcessedAna/ConfigPlot
@@ -85,7 +85,7 @@ useRange -1   #set this to 0 for using pulse start time as the saved pulse time,
 plusClockBit 0
 
 savePositionOnStrip 1
-
+LoadLAPPDMapInfo 1
 
 #LAPPDStackStrip
 verbosityStackStrip 0
@@ -111,7 +111,6 @@ treeMakerInputHitLabel LAPPDHits
 treeMakerOutputFileName LAPPDTree.root 
 
 
-
 #LAPPDPlots
 LAPPDPlotInputWaveLabel BLsubtractedLAPPDData
 LAPPDPlotsVerbosity 0
@@ -132,4 +131,3 @@ printLAPPDNumber 1
 printEventWaveform 1
 
 
-
diff --git a/configfiles/LAPPDProcessedAna/ConfigPreProcess b/configfiles/LAPPDProcessedAna/ConfigPreProcess
index ee2a71e11..11cb9b98a 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPreProcess
+++ b/configfiles/LAPPDProcessedAna/ConfigPreProcess
@@ -28,7 +28,7 @@ FindT0Verbosity 0
 FindT0InputWavLabel LAPPDWaveforms
 OneBoardShift 0
 OneBoardShiftValue 16
-
+LoadLAPPDMap 1
 
 TrigEarlyCut 20
 TrigLateCut 200
@@ -41,7 +41,7 @@ T0signalmaxOld 50. #Older data uses a positive going signal
 T0signalthresholdOld 80. #Older data uses a positive going signal
 T0offset  0
 FindT0OutputWavLabel AlignedLAPPDData
-GlobalShiftT0 0
+GlobalShiftT0 80
 #Added by Marc
 Triggerdefault 5
 LAPPDOffset 1000
diff --git a/configfiles/LAPPDProcessedAna/ConfigStoreReadIn b/configfiles/LAPPDProcessedAna/ConfigStoreReadIn
index d4b3b4e5f..c6f5ddf1c 100755
--- a/configfiles/LAPPDProcessedAna/ConfigStoreReadIn
+++ b/configfiles/LAPPDProcessedAna/ConfigStoreReadIn
@@ -32,7 +32,7 @@ ReorderVerbosityLevel 0
 ReorderInputWavLabel RawLAPPDData
 ReorderOutputWavLabel LAPPDWaveforms
 DelayOffset 0
-GlobalShift 150
+GlobalShift 0
 
 ReadStore 0
 NUM_VECTOR_DATA 7795
@@ -40,4 +40,4 @@ NUM_VECTOR_PPS 16
 OutputWavLabel RawLAPPDData 
 SelectSingleLAPPD false
 SelectedLAPPD 0
- 
+LoadLAPPDMap 1 
diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
index d83f26fa3..472ab885f 100644
--- a/configfiles/LAPPDProcessedAna/Configs
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -21,7 +21,7 @@ stopEntries 10000000000
 
 DoPedSubtraction 1
 Nboards 6 #Number of pedestal files to be read in
-PedinputfileTXT ../Pedestals/LAPPD645839//P
+PedinputfileTXT ../Pedestals/LAPPD645839/P
 PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
 
 
@@ -43,7 +43,7 @@ OutputWavLabel RawLAPPDData
 SelectSingleLAPPD false
 SelectedLAPPD 0
 loadPSEC 1
-loadPPS 1
+loadPPS 0
 loadOffsets 0
 num_vector_data 7795
 num_vector_pps 16
@@ -54,11 +54,11 @@ LoadHit 1
 LoadWaveform 1
 LoadLAPPDDataTimeStamp 1
 LoadPPSTimestamp 1
-LoadRunInfoRaw 1
-LoadRunInfoANNIEEvent 0
+LoadRunInfoRaw 0
+LoadRunInfoANNIEEvent 1
 
 treeMakerVerbosity 0
-
+MultiLAPPDMapTreeMaker 1
 treeMakerInputPulseLabel LAPPDPulses
 treeMakerInputHitLabel LAPPDHits
 treeMakerOutputFileName LAPPDTree_processedAna.root
diff --git a/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig b/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
index b7330eecc..5aa56ef88 100644
--- a/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
+++ b/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
@@ -1,4 +1,4 @@
-verbose 1
+verbose 2
 
 FileForListOfInputs configfiles/LAPPDProcessedAna/list.txt
 
diff --git a/configfiles/LAPPDProcessedAna/ProcessedLAPPDFilterConfig b/configfiles/LAPPDProcessedAna/ProcessedLAPPDFilterConfig
new file mode 100644
index 000000000..752200268
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/ProcessedLAPPDFilterConfig
@@ -0,0 +1 @@
+verbosity 0
diff --git a/configfiles/LAPPDProcessedAna/ToolChainConfig b/configfiles/LAPPDProcessedAna/ToolChainConfig
index b94bec1c3..577961b75 100644
--- a/configfiles/LAPPDProcessedAna/ToolChainConfig
+++ b/configfiles/LAPPDProcessedAna/ToolChainConfig
@@ -19,6 +19,6 @@ service_kick_sec -1
 Tools_File configfiles/LAPPDProcessedAna/ToolsConfig  ## list of tools to run and their config files
 
 ##### Run Type #####
-Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Inline 50 ## number of Execute steps in program, -1 infinite loop that is ended by user
 Interactive 0 ## set to 1 if you want to run the code interactively
 
diff --git a/configfiles/LAPPDProcessedAna/ToolsConfig b/configfiles/LAPPDProcessedAna/ToolsConfig
index fbf3f106a..a56fd1db3 100644
--- a/configfiles/LAPPDProcessedAna/ToolsConfig
+++ b/configfiles/LAPPDProcessedAna/ToolsConfig
@@ -1,5 +1,5 @@
-LoadGeometry LoadGeometry configfiles/LAPPDProcessedAna/ConfigGeo
 LoadANNIEEvent LoadANNIEEvent configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
+LoadGeometry LoadGeometry configfiles/LAPPDProcessedAna/ConfigGeo
 
 myTimeClustering TimeClustering configfiles/LAPPDProcessedAna/TimeClusteringConfig
 myFindMrdTracks FindMrdTracks configfiles/LAPPDProcessedAna/FindMrdTracksConfig
diff --git a/configfiles/LAPPDProcessedAna/knownlist b/configfiles/LAPPDProcessedAna/knownlist
new file mode 100644
index 000000000..22c51f858
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/knownlist
@@ -0,0 +1 @@
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4843/ProcessedData_PMTMRDLAPPD_R4843S0p5
diff --git a/configfiles/LAPPDProcessedAna/list.txt b/configfiles/LAPPDProcessedAna/list.txt
index 91e4e2432..fa6752711 100644
--- a/configfiles/LAPPDProcessedAna/list.txt
+++ b/configfiles/LAPPDProcessedAna/list.txt
@@ -1,30 +1 @@
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p1
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p2
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p3
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p4
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p5
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p6
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p7
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p8
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p9
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p10
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p14
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p15
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p16
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p17
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p18
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p19
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p20
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p21
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p22
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p23
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p24
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p25
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p26
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p27
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p28
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p29
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p30
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p31
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p32
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output_v2/4804/ProcessedData_PMTMRDLAPPD_R4804S0p33
+/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/FilteredAllLAPPDData
diff --git a/configfiles/LAPPDProcessedFilter/ClusterClassifiersConfig b/configfiles/LAPPDProcessedFilter/ClusterClassifiersConfig
new file mode 100644
index 000000000..752200268
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/ClusterClassifiersConfig
@@ -0,0 +1 @@
+verbosity 0
diff --git a/configfiles/LAPPDProcessedFilter/ClusterFinderConfig b/configfiles/LAPPDProcessedFilter/ClusterFinderConfig
new file mode 100644
index 000000000..c25b028f1
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/ClusterFinderConfig
@@ -0,0 +1,12 @@
+# ClusterFinder Config File
+
+verbosity 0
+HitStore Hits #Either MCHits or Hits (accessed in ANNIEEvent store)
+OutputFile BeamRun_ClusterFinder_DefaultOutput #Output root prefix name for the current run
+ClusterFindingWindow 40 # in ns, size of the window used to "clusterize"
+AcqTimeWindow 70000 # in ns, size of the acquisition window
+ClusterIntegrationWindow 40 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
+MinHitsPerCluster 10 # group of hits are considered clusters above this amount of hits
+end_of_window_time_cut 0.95 # from o to 1, length of the window you want to loop over with respect to acq. window (1 for full window, 0.95 for 95% from the start)
+Plots2D 0 #Draw 2D charge-vs-time plots?
+ChankeyToPMTIDMap ./configfiles/EventDisplay/Data-RecoEvent/Chankey_WCSimID.dat
diff --git a/configfiles/LAPPDProcessedFilter/ConfigGeo b/configfiles/LAPPDProcessedFilter/ConfigGeo
new file mode 100644
index 000000000..ffe0ca918
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/ConfigGeo
@@ -0,0 +1,11 @@
+#LoadGeometry
+verbosity 0
+LAPPDChannelCount 60
+FACCMRDGeoFile ./configfiles/LoadGeometry/FullMRDGeometry.csv
+DetectorGeoFile ./configfiles/LoadGeometry/DetectorGeometrySpecs.csv
+LAPPDGeoFile ./configfiles/LAPPDana/LAPPDGeometry.csv
+TankPMTGeoFile ./configfiles/LoadGeometry/FullTankPMTGeometry.csv
+TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains_BeamRun20192020.csv
+AuxiliaryChannelFile ./configfiles/LoadGeometry/AuxChannels.csv
+LAPPDMerging 0
+
diff --git a/configfiles/LAPPDProcessedFilter/EventSelectorConfig b/configfiles/LAPPDProcessedFilter/EventSelectorConfig
new file mode 100644
index 000000000..a711f08bf
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/EventSelectorConfig
@@ -0,0 +1,29 @@
+# EventSelector config file
+
+verbosity 0
+MCPMTVolCut 0
+MCFVCut 0
+MCMRDCut 0
+MCPiKCut 0
+MCIsMuonCut 0
+MCIsElectronCut 0
+MCIsSingleRingCut 0
+MCIsMultiRingCut 0
+MCProjectedMRDHit 0
+MCEnergyCut 0
+Emin 0		#Minimum energy in MeV
+Emax 1000	#Maximum energy in MeV
+MRDRecoCut 0
+RecoPMTVolCut 0
+RecoFVCut 0
+NHitCut 0
+NHitmin 4	#Minimum number of hit digits
+PMTMRDCoincCut 0
+PMTMRDOffset 755
+PromptTrigOnly 0
+TriggerWord -1
+SaveStatusToStore 1
+NoVeto 0
+Veto 0
+ThroughGoing 0
+IsMC 0		#MC or Data?
diff --git a/configfiles/LAPPDProcessedFilter/FindMrdTracksConfig b/configfiles/LAPPDProcessedFilter/FindMrdTracksConfig
new file mode 100644
index 000000000..5ba5e8f77
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/FindMrdTracksConfig
@@ -0,0 +1,12 @@
+# FindMrdTracks Config File
+# all variables retrieved with m_variables.Get() must be defined here!
+
+verbosity 0
+IsData 1
+OutputDirectory .
+OutputFile STEC_MRDTracks_cluster40ns
+DrawTruthTracks 0 # whether to add MC Truth track info for drawing in MrdPaddlePlot Tool
+                  ## note you need to run that tool to actually view the tracks!
+WriteTracksToFile 0	# should the track information be written to a ROOT-file?
+SelectTriggerType 0	#should the loaded data be filtered by trigger type?
+TriggerType Beam	#options: Cosmic, Beam, No Loopback
diff --git a/configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig b/configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig
new file mode 100644
index 000000000..03fe45a19
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig
@@ -0,0 +1,6 @@
+verbose 2
+
+FileForListOfInputs configfiles/LAPPDProcessedFilter/list.txt
+
+EventOffset 0
+GlobalEvNr 1
diff --git a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
new file mode 100644
index 000000000..75d4bf752
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
@@ -0,0 +1,6 @@
+FilterVerbosity 0
+
+saveAllLAPPDEvents 1
+filterType MRDtrack
+requirePulsedAmp 15
+requirePulsedStripNumber 7
diff --git a/configfiles/LAPPDProcessedFilter/TimeClusteringConfig b/configfiles/LAPPDProcessedFilter/TimeClusteringConfig
new file mode 100644
index 000000000..e778247fc
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/TimeClusteringConfig
@@ -0,0 +1,13 @@
+#TimeClustering config file
+
+verbosity 0
+MinDigitsForTrack 3
+MaxMrdSubEventDuration 30
+MinSubeventTimeSep 30
+MakeMrdDigitTimePlot 0
+LaunchTApplication 0
+IsData 1
+#OutputROOTFile TimeClustering_MRDTest28_cluster40ns
+OutputROOTFile STEC_TimeClusteringOut
+MapChankey_WCSimID ./configfiles/SimpleTankEnergyCalibrator/MRD_Chankey_WCSimID.dat
+
diff --git a/configfiles/LAPPDProcessedFilter/ToolChainConfig b/configfiles/LAPPDProcessedFilter/ToolChainConfig
new file mode 100644
index 000000000..f0ebd361f
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/ToolChainConfig
@@ -0,0 +1,24 @@
+
+#ToollChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1 ## Verbosity level of ToolChain
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1 ## 1= will attempt to finalise if an execute fails
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery ##### Ignore these settings for local analysis
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File configfiles/LAPPDProcessedFilter/ToolsConfig  ## list of tools to run and their config files
+
+##### Run Type #####
+Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Interactive 0 ## set to 1 if you want to run the code interactively
+
diff --git a/configfiles/LAPPDProcessedFilter/ToolsConfig b/configfiles/LAPPDProcessedFilter/ToolsConfig
new file mode 100644
index 000000000..9df8fdad7
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/ToolsConfig
@@ -0,0 +1,13 @@
+LoadANNIEEvent LoadANNIEEvent configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig
+LoadGeometry LoadGeometry configfiles/LAPPDProcessedFilter/ConfigGeo
+
+myTimeClustering TimeClustering configfiles/LAPPDProcessedFilter/TimeClusteringConfig
+myFindMrdTracks FindMrdTracks configfiles/LAPPDProcessedFilter/FindMrdTracksConfig
+myClusterFinder ClusterFinder ./configfiles/LAPPDProcessedFilter/ClusterFinderConfig
+myClusterClassifiers ClusterClassifiers ./configfiles/LAPPDProcessedFilter/ClusterClassifiersConfig
+myEventSelector EventSelector ./configfiles/LAPPDProcessedFilter/EventSelectorConfig
+
+
+ProcessedLAPPDFilter ProcessedLAPPDFilter configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
+
+ 
diff --git a/configfiles/LAPPDProcessedFilter/list.txt b/configfiles/LAPPDProcessedFilter/list.txt
new file mode 100644
index 000000000..d011fc7d5
--- /dev/null
+++ b/configfiles/LAPPDProcessedFilter/list.txt
@@ -0,0 +1,2 @@
+/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/ProcessedData_PMTMRDLAPPD_R4804S0p332
+/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/ProcessedData_PMTMRDLAPPD_R4804S0p333

From 784035b3d2586062be90d276a2e27191353d7291 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Tue, 18 Jun 2024 17:47:53 -0500
Subject: [PATCH 044/163] Modify the BeamFetcherV2, add default value for
 necessery devices in event builder add modifications for building laser
 events in EBLAPPD add modifications for LAPPDProcessedAna tool chain

---
 .../BeamFetcherV2/IFBeamDBInterfaceV2.cpp     | 74 ++++++++++++++++++-
 UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h |  3 +
 UserTools/EBLAPPD/EBLAPPD.cpp                 |  6 +-
 configfiles/EventBuilderV2/EBLAPPDConfig      |  2 +-
 configfiles/LAPPDProcessedAna/ConfigPlot      |  3 +-
 .../LAPPDProcessedAna/LoadANNIEEventConfig    |  2 +-
 configfiles/LAPPDProcessedAna/ToolChainConfig |  2 +-
 offsetFit_MultipleLAPPD.cpp                   | 43 +++++------
 8 files changed, 107 insertions(+), 28 deletions(-)

diff --git a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
index 99e0a5148..c1e65e348 100644
--- a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
+++ b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
@@ -16,6 +16,20 @@ IFBeamDBInterfaceV2::IFBeamDBInterfaceV2()
   fCurl = curl_easy_init();
   if (!fCurl) throw std::runtime_error("IFBeamDBInterfaceV2 failed to"
     " initialize libcurl");
+
+  // the map include the device name we want to have in the output
+  requiredDevices = {
+    {"E:TOR860", "E12"},
+    {"E:TOR875", "E12"},
+    {"E:THCURR", "KA"},
+    {"E:BTJT2", "DegC"},
+    {"E:HP875", "mm"},
+    {"E:VP875", "mm"},
+    {"E:HPTG1", "mm"},
+    {"E:VPTG1", "mm"},
+    {"E:HPTG2", "mm"},
+    {"E:VPTG2", "mm"},
+    {"E:BTH2T2", "DegC"}};
 }
 
 IFBeamDBInterfaceV2::~IFBeamDBInterfaceV2()
@@ -237,6 +251,14 @@ IFBeamDBInterfaceV2::ParseDBResponseSingleSpan(const std::string& response) cons
 					       unit,
 					       timestamp);
   }
+
+    for (auto &ts : retMap) {
+    for (auto &dev : requiredDevices) {
+      if (ts.second.find(dev.first) == ts.second.end()) {
+          ts.second[dev.first] = BeamDataPoint(-9999, dev.second, ts.first);
+      }
+    }
+  }
   
   return retMap;
 }
@@ -281,6 +303,41 @@ IFBeamDBInterfaceV2::ParseDBResponseBundleSpan(const std::string& response) cons
 					       timestamp);
   }
   
+  //count the total number of elements in retMap times the number of elements in that element, print the total number
+  int total = 0;
+  for (auto &ts : retMap) {
+    total += ts.second.size();
+  }
+  std::cout << "Total number of elements in retMap: " << total << std::endl;
+  std::cout << "Size of retMap is " << retMap.size() << std::endl;
+
+
+  //check each timestamp in the retMap, to see if it have all the devices in the requiredDevices map keys, if yes, continue
+  //if not, create entry for that device at retMap[TS], use the data type from the value of requiredDevices
+  // use value as -9999, unit as doulbe, timestamp = TS
+  for (auto &ts : retMap) {
+    /*cout<<"size of this timestamp is "<<ts.second.size()<<endl;
+    //print all device name at this timestamp
+    for (auto &datapoint : ts.second) {
+      cout<<"device name is "<<datapoint.first<<endl;
+      datapoint.second.Print();
+    }*/
+
+    for (auto &dev : requiredDevices) {
+      if (ts.second.find(dev.first) == ts.second.end()) {
+          //cout<<" not finding device "<<dev.first<<" at time "<<ts.first<<endl;
+          ts.second[dev.first] = BeamDataPoint(-9999., dev.second, ts.first);
+      }
+    }
+  }
+
+  int totalAfter = 0;
+  for (auto &ts : retMap) {
+    totalAfter += ts.second.size();
+  }
+  std::cout << "After inserting, total number of elements in retMap: " << totalAfter << std::endl;
+  std::cout << "Size of retMap is " << retMap.size() << std::endl;
+  
   return retMap;
 }
 
@@ -327,7 +384,14 @@ IFBeamDBInterfaceV2::ParseDBResponseSingle(const std::string& response) const
   retMap[earlyTS][data_type] = BeamDataPoint(std::stod(val_string),
 					     unit,
 					     timestamp);
-  
+    for (auto &ts : retMap) {
+    for (auto &dev : requiredDevices) {
+      if (ts.second.find(dev.first) == ts.second.end()) {
+          ts.second[dev.first] = BeamDataPoint(-9999, dev.second, ts.first);
+      }
+    }
+  }
+
   return retMap;
 }
 
@@ -371,6 +435,14 @@ IFBeamDBInterfaceV2::ParseDBResponseBundle(const std::string& response) const
 					       unit,
 					       timestamp);
   }
+
+    for (auto &ts : retMap) {
+    for (auto &dev : requiredDevices) {
+      if (ts.second.find(dev.first) == ts.second.end()) {
+          ts.second[dev.first] = BeamDataPoint(-9999, dev.second, ts.first);
+      }
+    }
+  }
   
   return retMap;
 }
diff --git a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h
index 7ba3c6434..b48b5fda2 100644
--- a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h
+++ b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h
@@ -68,6 +68,9 @@ class IFBeamDBInterfaceV2 {
       QueryBeamDBBundle(std::string bundle, uint64_t time) const;
 
     int RunQuery(const std::stringstream &url_stream, std::string &response_string) const;
+
+    /// @brief The list of devices required to save in the root tree
+    std::map<std::string, std::string> requiredDevices;
     
   protected:
     /// @brief Create the singleton IFBeamDBInterfaceV2 object
diff --git a/UserTools/EBLAPPD/EBLAPPD.cpp b/UserTools/EBLAPPD/EBLAPPD.cpp
index a7ee2e6b2..6cf335d23 100644
--- a/UserTools/EBLAPPD/EBLAPPD.cpp
+++ b/UserTools/EBLAPPD/EBLAPPD.cpp
@@ -84,7 +84,7 @@ bool EBLAPPD::Execute()
       bool LaserTriggerGroupped = false;
       m_data->CStore.Get("LaserTriggerGroupped", LaserTriggerGroupped);
       if (LaserTriggerGroupped)
-        Matching(47, 46);
+        Matching(47, 47);
       else
         Log("EBLAPPD: LaserTriggerGroupped is false, no laser trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
 
@@ -116,6 +116,7 @@ bool EBLAPPD::Execute()
   m_data->CStore.Set("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
   m_data->CStore.Set("PairedLAPPD_TriggerIndex", PairedLAPPD_TriggerIndex);
   Log("EBLAPPD: Set pairing information to CStore, PairedLAPPDTimeStamps[14] size = " + std::to_string(PairedLAPPDTimeStamps[14].size()), v_message, verbosityEBLAPPD);
+  Log("EBLAPPD: Set pairing information to CStore, PairedLAPPDTimeStamps[47] size = " + std::to_string(PairedLAPPDTimeStamps[47].size()), v_message, verbosityEBLAPPD);
 
   // Set the indexing of buffer
   m_data->CStore.Set("Buffer_LAPPDTimestamp_ns", Buffer_LAPPDTimestamp_ns);
@@ -216,6 +217,7 @@ bool EBLAPPD::LoadLAPPDData()
 bool EBLAPPD::Matching(int targetTrigger, int matchToTrack)
 {
   cout << "\033[1;34m******* EBLAPPD : Matching *******\033[0m" << endl;
+  Log("EBLAPPD: Matching LAPPD data with target trigger " + std::to_string(targetTrigger) + " in track " + std::to_string(matchToTrack), v_message, verbosityEBLAPPD);
 
   std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
   m_data->CStore.Get("GroupedTriggersInTotal", GroupedTriggersInTotal);
@@ -253,7 +255,7 @@ bool EBLAPPD::Matching(int targetTrigger, int matchToTrack)
         matchedNumberInTrack.emplace(TrackTriggerWord, 0);
       if (TrackTriggerWord != matchToTrack && !matchToAllTriggers)
       {
-        Log("EBLAPPD: Skipping TrackTriggerWord " + std::to_string(TrackTriggerWord), v_debug, verbosityEBLAPPD);
+        //Log("EBLAPPD: Skipping TrackTriggerWord " + std::to_string(TrackTriggerWord), v_debug, verbosityEBLAPPD);
         continue;
       }
       vector<std::map<uint64_t, uint32_t>> GroupedTriggers = pair.second;
diff --git a/configfiles/EventBuilderV2/EBLAPPDConfig b/configfiles/EventBuilderV2/EBLAPPDConfig
index 016b554fd..b6981cdec 100644
--- a/configfiles/EventBuilderV2/EBLAPPDConfig
+++ b/configfiles/EventBuilderV2/EBLAPPDConfig
@@ -1,4 +1,4 @@
-verbosityEBLAPPD 1
+verbosityEBLAPPD 5
 matchTargetTrigger 14
 matchTolerance_ns 400000
 #matchTolerance_ns 10000
diff --git a/configfiles/LAPPDProcessedAna/ConfigPlot b/configfiles/LAPPDProcessedAna/ConfigPlot
index 1e79bce72..f20bafc4b 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPlot
+++ b/configfiles/LAPPDProcessedAna/ConfigPlot
@@ -112,7 +112,8 @@ treeMakerOutputFileName LAPPDTree.root
 
 
 #LAPPDPlots
-LAPPDPlotInputWaveLabel BLsubtractedLAPPDData
+#LAPPDPlotInputWaveLabel BLsubtractedLAPPDData
+LAPPDPlotInputWaveLabel LAPPDWaveforms
 LAPPDPlotsVerbosity 0
 CanvasXSubPlotNumber 2
 CanvasYSubPlotNumber 2
diff --git a/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig b/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
index 5aa56ef88..b7330eecc 100644
--- a/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
+++ b/configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
@@ -1,4 +1,4 @@
-verbose 2
+verbose 1
 
 FileForListOfInputs configfiles/LAPPDProcessedAna/list.txt
 
diff --git a/configfiles/LAPPDProcessedAna/ToolChainConfig b/configfiles/LAPPDProcessedAna/ToolChainConfig
index 577961b75..b94bec1c3 100644
--- a/configfiles/LAPPDProcessedAna/ToolChainConfig
+++ b/configfiles/LAPPDProcessedAna/ToolChainConfig
@@ -19,6 +19,6 @@ service_kick_sec -1
 Tools_File configfiles/LAPPDProcessedAna/ToolsConfig  ## list of tools to run and their config files
 
 ##### Run Type #####
-Inline 50 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
 Interactive 0 ## set to 1 if you want to run the code interactively
 
diff --git a/offsetFit_MultipleLAPPD.cpp b/offsetFit_MultipleLAPPD.cpp
index abeca9673..7cad5de6b 100644
--- a/offsetFit_MultipleLAPPD.cpp
+++ b/offsetFit_MultipleLAPPD.cpp
@@ -99,21 +99,23 @@ vector<vector<ULong64_t>> fitInThisReset(
     std::cout << "True PPS interval in ps is " << trueInterval << std::endl;
     delete gausf;
     delete h;
-
     // initialize variables need for fitting
     int orphanCount = 0; // count the number that how many data event timestamp doesn't matched to a target trigger within an interval.
-
     std::map<double, std::vector<vector<int>>> DerivationMap;
+    cout << "LAPPD_PPS.size() " << LAPPD_PPS.size() << " CTCPPS.size() " << CTCPPS.size() << endl;
     for (int i = 0; i < LAPPD_PPS.size(); i++)
     {
-        if (i % static_cast<int>(LAPPD_PPS.size() / 5) == 0)
-            cout << "Fitting PPS " << i << " of " << LAPPD_PPS.size() << endl;
-
+        if (i > 5)
+        {
+            if (i % static_cast<int>(LAPPD_PPS.size() / 5) == 0)
+                cout << "Fitting PPS " << i << " of " << LAPPD_PPS.size() << endl;
+        }
         ULong64_t LAPPD_PPS_ns = LAPPD_PPS.at(i) / 1000;
         ULong64_t LAPPD_PPS_truncated_ps = LAPPD_PPS.at(i) % 1000;
 
         for (int j = 0; j < CTCPPS.size(); j++)
         {
+
             vector<double> diffSum;
             ULong64_t offsetNow_ns = 0;
             if (drift == 0)
@@ -295,7 +297,6 @@ vector<vector<ULong64_t>> fitInThisReset(
             }
         }
     }
-
     // finish matching, found the minimum mean_dev in the map, extract the matching information
     double min_mean_dev = std::numeric_limits<double>::max();
     int final_i = 0;
@@ -306,7 +307,6 @@ vector<vector<ULong64_t>> fitInThisReset(
     vector<int> final_notOrphanIndex;
     vector<int> final_ctcPairedIndex;
     vector<int> final_ctcOrphanIndex;
-
     for (const auto &minIter : DerivationMap)
     {
         if (minIter.first > 10 && minIter.first < min_mean_dev)
@@ -420,9 +420,10 @@ vector<vector<ULong64_t>> fitInThisReset(
                 missingPTicks = intervalTicks - pInterval;
             else if (pInterval < 30)
                 missingPTicks = -pInterval;
-//////
-            if(missingPTicks == 1 || missingPTicks == -1){
-                cout<<"Found missing tick is "<<missingPTicks<<",continue."<<endl;
+            //////
+            if (missingPTicks == 1 || missingPTicks == -1)
+            {
+                cout << "Found missing tick is " << missingPTicks << ",continue." << endl;
                 LAPPD_PPS_missing_ticks.push_back(0);
                 PPS_tick_correction.push_back(sumOfPreviousMissingTicks);
                 continue;
@@ -504,19 +505,19 @@ vector<vector<ULong64_t>> fitInThisReset(
         {
             if (LAPPD_PPS.at(i) / 3125 < LAPPDDataTimeStampUL.at(l) / 3125 && LAPPD_PPS.at(i + 1) / 3125 > LAPPDDataTimeStampUL.at(l) / 3125)
             {
-                TimeStamp_correction_tick.push_back(PPS_tick_correction.at(i)+1000);
+                TimeStamp_correction_tick.push_back(PPS_tick_correction.at(i) + 1000);
                 TSFound = true;
                 break;
             }
         }
         if (!TSFound && LAPPDDataTimeStampUL.at(l) / 3125 > LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125)
         {
-            TimeStamp_correction_tick.push_back(PPS_tick_correction.at(LAPPD_PPS.size() - 1)+1000);
+            TimeStamp_correction_tick.push_back(PPS_tick_correction.at(LAPPD_PPS.size() - 1) + 1000);
             TSFound = true;
         }
         if (!TSFound && LAPPDDataTimeStampUL.at(l) / 3125 < LAPPD_PPS.at(0) / 3125)
         {
-            TimeStamp_correction_tick.push_back(0+1000);
+            TimeStamp_correction_tick.push_back(0 + 1000);
             TSFound = true;
         }
 
@@ -524,10 +525,10 @@ vector<vector<ULong64_t>> fitInThisReset(
         {
             if (LAPPD_PPS.at(i) / 3125 < LAPPDDataBeamgateUL.at(l) / 3125 && LAPPD_PPS.at(i + 1) / 3125 > LAPPDDataBeamgateUL.at(l) / 3125)
             {
-                BeamGate_correction_tick.push_back(PPS_tick_correction.at(i)+1000);
+                BeamGate_correction_tick.push_back(PPS_tick_correction.at(i) + 1000);
                 BGFound = true;
                 cout << "Normal push: BGraw = " << LAPPDDataBeamgateUL.at(l) / 3125 << ", pps = " << LAPPD_PPS.at(i) << ", pps/3125 = " << LAPPD_PPS.at(i) / 3125 << endl;
-                if(LAPPD_PPS_interval_ticks.at(i) != intervalTicks)
+                if (LAPPD_PPS_interval_ticks.at(i) != intervalTicks)
                 {
                     cout << "Warning: PPS interval is not " << intervalTicks << " at index " << i << ", it is " << LAPPD_PPS_interval_ticks.at(i) << endl;
                 }
@@ -536,13 +537,13 @@ vector<vector<ULong64_t>> fitInThisReset(
         }
         if (!BGFound && LAPPDDataBeamgateUL.at(l) / 3125 > LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125)
         {
-            BeamGate_correction_tick.push_back(PPS_tick_correction.at(LAPPD_PPS.size() - 1)+1000);
+            BeamGate_correction_tick.push_back(PPS_tick_correction.at(LAPPD_PPS.size() - 1) + 1000);
             cout << "BGraw = " << LAPPDDataBeamgateUL.at(l) / 3125 << ", pps = " << LAPPD_PPS.at(LAPPD_PPS.size() - 1) << ", pps/3125 = " << LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125 << endl;
             BGFound = true;
         }
         if (!BGFound && LAPPDDataBeamgateUL.at(l) / 3125 < LAPPD_PPS.at(0) / 3125)
         {
-            BeamGate_correction_tick.push_back(0+1000);
+            BeamGate_correction_tick.push_back(0 + 1000);
             cout << "BGraw less than pps0" << endl;
             BGFound = true;
         }
@@ -796,9 +797,9 @@ vector<vector<ULong64_t>> fitInPartFile(TTree *lappdTree, TTree *triggerTree, in
     vector<vector<ULong64_t>> ResultTotal;
     if (LAPPDDataTimeStampUL.size() == LAPPDDataBeamgateUL.size())
     {
-        if(LAPPD_PPS0.size() == 0 || LAPPD_PPS1.size() == 0 )
+        if (LAPPD_PPS0.size() == 0 || LAPPD_PPS1.size() == 0)
         {
-            cout<<"Error: PPS0 or PPS1 is empty, return empty result."<<endl;
+            cout << "Error: PPS0 or PPS1 is empty, return empty result." << endl;
             return ResultTotal;
         }
         vector<vector<ULong64_t>> ResultACDC0 = fitInThisReset(LAPPDDataTimeStampUL, LAPPDDataBeamgateUL, LAPPD_PPS0, fitTargetTriggerWord, CTCTargetTimeStamp, CTCPPSTimeStamp, intervalInSecond * 1E9 * 1000);
@@ -1030,7 +1031,7 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
         string key = it->first;
         vector<vector<ULong64_t>> Result = it->second;
 
-        if(Result.size()==0)
+        if (Result.size() == 0)
             continue;
 
         runNumber_out = std::stoi(key.substr(0, key.find("_")));
@@ -1056,7 +1057,7 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
             long long BGTdiff = Result[4][j] - Result[10][j] - 325250;
             // cout<<"BGTDiff: "<<BGTdiff<<endl;
             // cout<<"Saving BeamGate_ns = "<<Result[4][j]<<", CTCTriggerTimeStamp_ns = "<<Result[10][j]<<", with BG-T-325250= "<<BGTdiff<<", at partFileNumber "<<partFileNumber_out<<", EventIndex = "<<Result[7][j]<<", j = "<<j<<endl;
-            outputEvents << fixed << Result[3][j] << " " << Result[5][j] << " " << Result[4][j] << " " << Result[6][j] << " " << Result[10][j] << " " << BGTdiff << " " << partFileNumber_out << " " << Result[7][j] << " " << Result[11][j] << " " << Result[12][j] << " "<< Result[13][j]<<std::endl;
+            outputEvents << fixed << Result[3][j] << " " << Result[5][j] << " " << Result[4][j] << " " << Result[6][j] << " " << Result[10][j] << " " << BGTdiff << " " << partFileNumber_out << " " << Result[7][j] << " " << Result[11][j] << " " << Result[12][j] << " " << Result[13][j] << std::endl;
             EventIndex = Result[7][j];
             TimeStampRaw = Result[1][j];
             BeamGateRaw = Result[2][j];

From b3863a5abe4cb485b8cef74c0ce2f3d928aea090 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Wed, 19 Jun 2024 17:17:43 -0500
Subject: [PATCH 045/163] Debug for LAPPDPlots, adjust the board ID - LAPPD ID
 - channel number mapping update print out for LAPPD data filter update
 LAPPDProcessedAna toolchain config

 Changes to be committed:
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
	modified:   UserTools/LAPPDPlots/LAPPDPlots.cpp
	modified:   UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
	modified:   UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
	modified:   configfiles/LAPPDProcessedAna/ConfigPlot
	modified:   configfiles/LAPPDProcessedAna/Configs
	modified:   configfiles/LAPPDProcessedAna/ToolChainConfig
	modified:   configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig
	modified:   configfiles/LAPPDProcessedFilter/list.txt
---
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   |  10 +-
 UserTools/LAPPDPlots/LAPPDPlots.cpp           |  98 ++++--
 .../ProcessedLAPPDFilter.cpp                  |  45 ++-
 .../ProcessedLAPPDFilter.h                    |   1 +
 configfiles/LAPPDProcessedAna/ConfigPlot      |   8 +-
 configfiles/LAPPDProcessedAna/Configs         |   2 +-
 configfiles/LAPPDProcessedAna/ToolChainConfig |   2 +-
 .../LAPPDProcessedFilter/LoadANNIEEventConfig |   2 +-
 configfiles/LAPPDProcessedFilter/list.txt     | 302 +++++++++++++++++-
 9 files changed, 416 insertions(+), 54 deletions(-)

diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index fbb392c93..e6b5f906e 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -1032,7 +1032,7 @@ bool LAPPDLoadStore::ParsePSECData()
         int bi = ParaBoards.at(i) % 2;
         Parse_buffer.clear();
         if (LAPPDStoreReadInVerbosity > 2)
-            std::cout << "Parsing board " << ReadBoards[bi] << std::endl;
+            std::cout << "Parsing board with ReadBoards ID" << ReadBoards[bi] << std::endl;
         // Go over all ACDC board data frames by seperating them
         int frametype = static_cast<int>(Raw_buffer.size() / ReadBoards.size());
         for (int c = bi * frametype; c < (bi + 1) * frametype; c++)
@@ -1101,11 +1101,16 @@ bool LAPPDLoadStore::DoPedestalSubtract()
     for (std::map<int, vector<unsigned short>>::iterator it = data.begin(); it != data.end(); ++it) // looping over the data map by channel number, from 0 to 60
     {
         int wrongPedChannel = 0;
+        if(LAPPDStoreReadInVerbosity>5)
+            cout<<"Do Pedestal sub at Channel "<<it->first;
+        
         for (int kvec = 0; kvec < it->second.size(); kvec++)
         { // loop all data point in this channel
             if (DoPedSubtract == 1)
             {
                 auto iter = PedestalValues->find((it->first));
+                if(kvec==0)
+                    cout<<std::fixed<<", found PedestalValues for channel "<<it->first<<" with value = "<<iter->second.at(0);
                 if (iter != PedestalValues->end() && iter->second.size() > kvec)
                 {
                     pedval = iter->second.at(kvec);
@@ -1122,6 +1127,8 @@ bool LAPPDLoadStore::DoPedestalSubtract()
             }
             val = it->second.at(kvec);
             tmpWave.PushSample(0.3 * (double)(val - pedval));
+            if(LAPPDStoreReadInVerbosity>5 && kvec<10)
+                cout<<", "<<val<<"-"<<pedval<<"="<<0.3 * (double)(val - pedval);
         }
         if (wrongPedChannel != 0)
             cout << "Pedestal value not found for channel " << wrongPedChannel << "with it->first channel" << it->first << ", LAPPD channel shift " << LAPPD_ID * 60 << endl;
@@ -1130,6 +1137,7 @@ bool LAPPDLoadStore::DoPedestalSubtract()
 
         unsigned long pushChannelNo = (unsigned long)it->first;
         LAPPDWaveforms.insert(pair<unsigned long, vector<Waveform<double>>>(pushChannelNo, VecTmpWave));
+        cout<<", Pushed to LAPPDWaveforms with channel number "<<pushChannelNo<<endl;
 
         tmpWave.ClearSamples();
         VecTmpWave.clear();
diff --git a/UserTools/LAPPDPlots/LAPPDPlots.cpp b/UserTools/LAPPDPlots/LAPPDPlots.cpp
index cf0794b48..82155666a 100644
--- a/UserTools/LAPPDPlots/LAPPDPlots.cpp
+++ b/UserTools/LAPPDPlots/LAPPDPlots.cpp
@@ -101,11 +101,11 @@ bool LAPPDPlots::Execute()
   m_data->Stores["ANNIEEvent"]->Get("ACDCReadedLAPPDID", ACDCReadedLAPPDID);
   m_data->Stores["ANNIEEvent"]->Get("LAPPD_IDs", LAPPD_IDs);
 
-  if (ACDCReadedLAPPDID.size() > 2)
-  {
-    CanvasXSubPlotNumber = static_cast<int>(ACDCReadedLAPPDID.size());
-    CanvasTotalSubPlotNumber = CanvasXSubPlotNumber * CanvasYSubPlotNumber;
-  }
+  // if (ACDCReadedLAPPDID.size() > 2)
+  //{
+  CanvasXSubPlotNumber = static_cast<int>(ACDCReadedLAPPDID.size());
+  CanvasTotalSubPlotNumber = CanvasXSubPlotNumber * CanvasYSubPlotNumber;
+  //}
 
   c->Clear();
   c->Divide(CanvasXSubPlotNumber, CanvasYSubPlotNumber);
@@ -119,23 +119,53 @@ bool LAPPDPlots::Execute()
 
   bool gotdata = m_data->Stores["ANNIEEvent"]->Get(LAPPDPlotInputWaveLabel, lappddata);
   m_data->Stores["ANNIEEvent"]->Get("ACDCboards", ReadBoards);
+  cout << "LAPPDPlots, got ACDCboards size = " << ReadBoards.size() << " with id = ";
+  for (auto i : ReadBoards)
+    cout << i << " ";
+  cout << endl;
+
   m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
+  cout << "ACDCReadedLAPPDID size = " << ACDCReadedLAPPDID.size() << ": ";
+  for (auto i : ACDCReadedLAPPDID)
+    cout << i << " ";
+  cout << endl;
+
+  vector<int> drawPositions = ACDCReadedLAPPDID;
+  int minID = *min_element(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end());
+  for (int i = 0; i < drawPositions.size(); i++)
+  {
+    drawPositions.at(i) = (drawPositions.at(i) - minID) * 2 + 1;
+    if (i % 2 == 1)
+      drawPositions.at(i) = drawPositions.at(i) + 1;
+  }
+  cout << "drawPositions size = " << drawPositions.size() << ": ";
+  for (auto i : drawPositions)
+    cout << i << " ";
+  cout << endl;
+
+  vector<int> drawBoardID = ACDCReadedLAPPDID;
+  for (int i = 0; i < drawBoardID.size(); i++)
+  {
+    drawBoardID.at(i) = drawBoardID.at(i) * 2;
+    if (i % 2 == 1)
+      drawBoardID.at(i) = (drawBoardID.at(i) + 1);
+  }
+  cout << "drawBoardID size = " << drawBoardID.size() << ": ";
+  for (auto i : drawBoardID)
+    cout << i << " ";
+  cout << endl;
 
   if (LAPPDPlotsVerbosity > 0)
-    cout << "LAPPDPlots execute with data " << LAPPDPlotInputWaveLabel << ", got data " << gotdata << ", data size " << lappddata.size() << ", Boards number" << ReadBoards.size() << ", ID " << LAPPD_ID << endl;
+    cout << "LAPPDPlots execute with data " << LAPPDPlotInputWaveLabel << ", got data " << gotdata << ", data size " << lappddata.size() << ", Board IDs size " << ReadBoards.size() << ", (single) ID " << LAPPD_ID << endl;
 
   if (DrawEventWaveform)
   {
     vector<int> DrawPosition = {Side0EventWaveformDrawPosition, Side1EventWaveformDrawPosition};
-    if (ReadBoards.size() > DrawPosition.size())
+    if (ACDCReadedLAPPDID.size() > DrawPosition.size())
     {
-      DrawPosition.clear();
-      for (int i = 0; i < ReadBoards.size(); i++)
-      {
-        DrawPosition.push_back(ReadBoards.at(i) + 1);
-      }
+      DrawPosition = drawPositions;
     }
-    for (int i = 0; i < ReadBoards.size(); i++)
+    for (int i = 0; i < drawBoardID.size(); i++)
     {
       const int drawPosition = DrawPosition[i];
       TPad *p = (TPad *)c->cd(drawPosition);
@@ -146,9 +176,9 @@ bool LAPPDPlots::Execute()
       p->SetTopMargin(canvasMargin);
       p->SetBottomMargin(canvasMargin);
       if (LAPPDPlotsVerbosity > 0)
-        cout << "Drawing board " << ReadBoards[i] << " at position " << DrawPosition[i] << " start" << endl;
-      std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(ReadBoards[i]);
-      TString HistoName = "Event" + TString::Itoa(eventNumber, 10) + "_B" + ReadBoards[i] + "_ID" + LAPPD_ID;
+        cout << "Drawing board " << drawBoardID[i] << " at canvas position " << drawPosition << " start" << endl;
+      std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(drawBoardID[i]);
+      TString HistoName = "Event" + TString::Itoa(eventNumber, 10) + "_B" + drawBoardID[i] + "_ID" + ACDCReadedLAPPDID[i];
       // convert BGTiming to string and add to HistoName
       // if (OnlyDrawInBeamWindow)
       HistoName += "_BG" + TString::Itoa(BGTiming, 10);
@@ -171,7 +201,7 @@ bool LAPPDPlots::Execute()
         Channel *ch = _geom->GetChannel(channelNo);
         int stripNo = ch->GetStripNum();
         if (LAPPDPlotsVerbosity > 3)
-          cout << "Drawing channel " << originalChannelNo << " as channelNo" << channelNo << " strip " << stripNo << ", with sample size " << w.GetSamples()->size() << endl;
+          cout << "Drawing channel " << originalChannelNo << " as channelNo " << channelNo << " strip " << stripNo << ", with sample size " << w.GetSamples()->size() <<", data at bin 0 = "<<-w.GetSamples()->at(0)<<endl;
         if (!drawTriggerChannel)
           if ((channelNo % 1000) % 30 == 5)
             continue;
@@ -179,15 +209,16 @@ bool LAPPDPlots::Execute()
         for (int i = 0; i < w.GetSamples()->size(); i++)
         {
           h->SetBinContent(i, stripNo + 1, -w.GetSamples()->at(i));
+          if(i<5) cout<<-w.GetSamples()->at(i)<<", ";
         }
       }
       if (LAPPDPlotsVerbosity > 3)
-        cout << "Finish Drawing event waveform" << endl;
+        cout << " Finish Drawing event waveform" << endl;
 
       h->SetMaximum(drawHighThreshold);
       h->SetMinimum(drawLowThreshold);
       h->SetStats(0);
-      h->GetXaxis()->SetTitle("Time (ns)");
+      h->GetXaxis()->SetTitle("Time (0.1ns)");
       h->GetXaxis()->SetTitleSize(titleSize);
       h->GetXaxis()->SetTitleOffset(canvasTitleOffset);
       h->GetYaxis()->SetTitle("Strip Number");
@@ -199,7 +230,7 @@ bool LAPPDPlots::Execute()
       f->cd();
       h->Write();
       if (LAPPDPlotsVerbosity > 0)
-        cout << "Drawing board " << ReadBoards[i] << " finished for Draw Event waveform" << endl;
+        cout << "Drawing board " << drawBoardID[i] << " finished for Draw Event waveform" << endl;
     }
   }
 
@@ -207,15 +238,15 @@ bool LAPPDPlots::Execute()
   {
 
     vector<int> DrawPositionBinHist = {Side0BinDrawPosition, Side1BinDrawPosition};
-    if (ReadBoards.size() > DrawPositionBinHist.size())
+    if (drawBoardID.size() > DrawPositionBinHist.size())
     {
       DrawPositionBinHist.clear();
-      for (int i = 0; i < ReadBoards.size(); i++)
+      for (int i = 0; i < drawBoardID.size(); i++)
       {
-        DrawPositionBinHist.push_back(ReadBoards.at(i) + CanvasXSubPlotNumber + 1);
+        DrawPositionBinHist.push_back(drawBoardID.at(i) + CanvasXSubPlotNumber);
       }
     }
-    for (int i = 0; i < ReadBoards.size(); i++)
+    for (int i = 0; i < drawBoardID.size(); i++)
     {
       const int drawPosition = DrawPositionBinHist[i];
       TPad *p = (TPad *)c->cd(drawPosition);
@@ -226,9 +257,9 @@ bool LAPPDPlots::Execute()
       p->SetTopMargin(canvasMargin);
       p->SetBottomMargin(canvasMargin);
       if (LAPPDPlotsVerbosity > 0)
-        cout << "Drawing board " << ReadBoards[i] << " at position " << DrawPositionBinHist[i] << " start" << endl;
-      std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(ReadBoards[i]);
-      TString HistoName = "Event" + TString::Itoa(eventNumber, 10) + "_Bin_B" + ReadBoards[i] + "_ID" + LAPPD_ID;
+        cout << "Drawing board " << drawBoardID[i] << " at position " << DrawPositionBinHist[i] << " start" << endl;
+      std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(drawBoardID[i]);
+      TString HistoName = "Event" + TString::Itoa(eventNumber, 10) + "_Bin_B" + drawBoardID[i] + "_ID" + ACDCReadedLAPPDID[i];
       // convert BGTiming to string and add to HistoName
       // if (OnlyDrawInBeamWindow)
       HistoName += "_BG" + TString::Itoa(BGTiming, 10);
@@ -279,7 +310,7 @@ bool LAPPDPlots::Execute()
       f->cd();
       h->Write();
       if (LAPPDPlotsVerbosity > 0)
-        cout << "Drawing board " << ReadBoards[i] << ", i=" << i << " in " << ReadBoards.size() << " finished for Draw Bin Hist" << endl;
+        cout << "Drawing board " << drawBoardID[i] << ", i=" << i << " in " << drawBoardID.size() << " finished for Draw Bin Hist" << endl;
     }
   }
 
@@ -307,10 +338,10 @@ bool LAPPDPlots::Execute()
       savedBoard.push_back(0);
     }
 
-    for (int i = 0; i < ReadBoards.size(); i++)
+    for (int i = 0; i < drawBoardID.size(); i++)
     {
       // data on board i, in key as channel number
-      std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(ReadBoards[i]);
+      std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(drawBoardID[i]);
       std::map<unsigned long, vector<Waveform<double>>>::iterator it;
       for (it = boarddata.begin(); it != boarddata.end(); it++)
       {
@@ -337,7 +368,7 @@ bool LAPPDPlots::Execute()
           if (LAPPDPlotsVerbosity > 0)
             cout << "Saved waveform " << endl;
 
-          savedBoard[ReadBoards[i]] = 1;
+          savedBoard[drawBoardID[i]] = 1;
         }
       }
     }
@@ -403,16 +434,15 @@ std::map<unsigned long, vector<Waveform<double>>> LAPPDPlots::GetDataForBoard(in
     int stripSide = ch->GetStripSide();
 
     int thisLAPPDID = static_cast<int>((channelNo % 1000) / 60);
-    int beginningBoardIDofThisLAPPDID = ReadBoards.at(std::distance(ACDCReadedLAPPDID.begin(), std::find(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end(), thisLAPPDID)));
 
-    int targetLAPPDID = static_cast<int>(boardID / 2) * 2;
+    int targetLAPPDID = static_cast<int>(boardID / 2);
     if (LoadLAPPDMap)
     {
       targetLAPPDID = thisLAPPDID;
     }
 
     if (LAPPDPlotsVerbosity > 4)
-      cout << "GetData, channelNo: " << channelNo << ", side number" << stripSide << ", boardID " << boardID << ", targetLAPPDID " << targetLAPPDID << endl;
+      cout << "GetData, channelNo: " << channelNo << ", side number" << stripSide << ", with input boardID " << boardID << ", targetLAPPDID " << targetLAPPDID << endl;
 
     if (static_cast<int>((channelNo % 1000) / 60) == targetLAPPDID && stripSide == boardID % 2)
     {
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
index 304b0a4b6..105d9669c 100644
--- a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
@@ -31,8 +31,8 @@ bool ProcessedLAPPDFilter::Initialise(std::string configfile, DataModel &data)
   AllLAPPDDataName = "FilteredAllLAPPDData";
   m_variables.Get("AllLAPPDDataName", AllLAPPDDataName);
 
-  filterType = "MRDtrack";  //MRDtrack and pmt cluster
-  //filterType = "PMTCluster"; // pmt cluster only
+  filterType = "MRDtrack"; // MRDtrack and pmt cluster
+  // filterType = "PMTCluster"; // pmt cluster only
   m_variables.Get("filterType", filterType);
 
   FilteredMRD = new BoostStore(false, 2);       // all events with MRD in it //if gotEventMRD = true;
@@ -48,6 +48,7 @@ bool ProcessedLAPPDFilter::Initialise(std::string configfile, DataModel &data)
   EventMRDNoVetoNumber = 0;
   CurrentExeNumber = 0;
   pairedEventNumber = 0;
+  PsecDataNumber = 0;
 
   return true;
 }
@@ -57,7 +58,6 @@ bool ProcessedLAPPDFilter::Execute()
 
   m_data->Stores.at("ANNIEEvent")->Get("DataStreams", DataStreams);
 
-
   if (FilterVerbosity > 2)
   {
     for (auto it = DataStreams.begin(); it != DataStreams.end(); ++it)
@@ -72,14 +72,19 @@ bool ProcessedLAPPDFilter::Execute()
     return true;
   }
 
-
   if (filterType == "MRDtrack")
   {
 
     CurrentExeNumber += 1;
+
     gotEventMRD = false;
     gotEventPMTCluster = false;
 
+    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+    m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+    PsecDataNumber += LAPPDBeamgate_ns.size();
+    m_data->Stores["ANNIEEvent"]->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+
     std::map<double, std::vector<Hit>> *m_all_clusters = nullptr;
     bool get_clusters = m_data->CStore.Get("ClusterMap", m_all_clusters);
     if (!get_clusters)
@@ -107,7 +112,7 @@ bool ProcessedLAPPDFilter::Execute()
       return false;
     }
 
-    if(saveAllLAPPDEvents)
+    if (saveAllLAPPDEvents)
     {
       GotANNIEEventAndSave(FilteredAllLAPPD, AllLAPPDDataName);
     }
@@ -132,9 +137,9 @@ bool ProcessedLAPPDFilter::Execute()
         }
       }
 
-      if (CurrentExeNumber % 50 == 0)
+      if (CurrentExeNumber % 10 == 0)
       {
-        cout << "Filter event number: " << CurrentExeNumber << ", events with PMT clusters: " << EventPMTClusterNumber << ", also with MRD tracks: " << EventMRDNumber << ", also with MRD tracks and no veto: " << EventMRDNoVetoNumber << endl;
+        cout << "Filter event number: " << CurrentExeNumber << ", PsecDataNumber " << PsecDataNumber << ", events with PMT clusters: " << EventPMTClusterNumber << ", also with MRD tracks: " << EventMRDNumber << ", also with MRD tracks and no veto: " << EventMRDNoVetoNumber << endl;
       }
 
       m_data->Stores["ANNIEEvent"]->Get("RunNumber", currentRunNumber);
@@ -144,6 +149,9 @@ bool ProcessedLAPPDFilter::Execute()
   if (filterType == "PMTCluster")
   {
     CurrentExeNumber += 1;
+    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+    m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+    PsecDataNumber += LAPPDBeamgate_ns.size();
 
     gotEventPMTCluster = false;
 
@@ -165,7 +173,7 @@ bool ProcessedLAPPDFilter::Execute()
       GotANNIEEventAndSave(FilteredMRD, MRDDataName);
       if (CurrentExeNumber % 50 == 0)
       {
-        cout << "Filter event number: " << CurrentExeNumber << ", events with PMT clusters: " << EventPMTClusterNumber << endl;
+        cout << "Filter event number: " << CurrentExeNumber << ", PsecDataNumber " << PsecDataNumber << ", events with PMT clusters: " << EventPMTClusterNumber << endl;
       }
 
       m_data->Stores["ANNIEEvent"]->Get("RunNumber", currentRunNumber);
@@ -218,12 +226,12 @@ bool ProcessedLAPPDFilter::Finalise()
   FilteredMRD->Delete();
   FilteredMRDNoVeto->Delete();
   FilteredAllLAPPD->Delete();
-  
 
   if (filterType == "MRDtrack")
   {
     cout << "Current Run " << currentRunNumber << endl;
     cout << "Filter got " << CurrentExeNumber << " events in total" << endl; // this is the total number of events
+    cout << "Got " << PsecDataNumber << " psec data objects on all LAPPD"<<endl;
     cout << "Got " << EventPMTClusterNumber << " events with PMT clusters" << endl;
     cout << "Got " << EventMRDNumber << " events with PMT clusters and MRD hits" << endl;
     cout << "Got " << EventMRDNoVetoNumber << " events with PMT clusters and MRD hits and no veto" << endl;
@@ -414,9 +422,24 @@ bool ProcessedLAPPDFilter::GotANNIEEventAndSave(BoostStore *BS, string savePath)
   BS->Set("beam_good", beam_good);
 
   BS->Save(savePath);
-  if(FilterVerbosity>2)
-    cout<<"Saved to "<<savePath<<" successfully"<<endl;
+  if (FilterVerbosity > 2)
+    cout << "Saved to " << savePath << " successfully" << endl;
   BS->Delete();
 
+  // removd and clean the data pointers from here
+  /* std::map<unsigned long, std::vector<Hit>> *AuxHitsOriginal = nullptr;
+ std::map<unsigned long, std::vector<Hit>> *HitsOriginal = nullptr;
+ m_data->Stores["ANNIEEvent"]->Get("AuxHits", AuxHitsOriginal);
+ m_data->Stores["ANNIEEvent"]->Get("Hits", HitsOriginal);
+ auto AuxHitsCopy = new std::map<unsigned long, std::vector<Hit>>(*AuxHitsOriginal);
+ auto HitsCopy = new std::map<unsigned long, std::vector<Hit>>(*HitsOriginal);
+ BS->Set("AuxHits", AuxHitsCopy);
+ BS->Set("Hits", HitsCopy);
+
+  AuxHitsCopy->clear();
+  HitsCopy->clear();
+  delete AuxHitsCopy;
+  delete HitsCopy;*/
+
   return true;
 }
\ No newline at end of file
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
index 7b7e871cc..684585554 100644
--- a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
@@ -63,6 +63,7 @@ class ProcessedLAPPDFilter : public Tool
     int EventPMTClusterNumber;
     int CurrentExeNumber;
     int pairedEventNumber;
+    int PsecDataNumber;
 
 
 
diff --git a/configfiles/LAPPDProcessedAna/ConfigPlot b/configfiles/LAPPDProcessedAna/ConfigPlot
index f20bafc4b..60a9a15d8 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPlot
+++ b/configfiles/LAPPDProcessedAna/ConfigPlot
@@ -112,9 +112,11 @@ treeMakerOutputFileName LAPPDTree.root
 
 
 #LAPPDPlots
-#LAPPDPlotInputWaveLabel BLsubtractedLAPPDData
-LAPPDPlotInputWaveLabel LAPPDWaveforms
-LAPPDPlotsVerbosity 0
+LAPPDPlotInputWaveLabel BLsubtractedLAPPDData
+#LAPPDPlotInputWaveLabel LAPPDWaveforms
+#LAPPDPlotInputWaveLabel AlignedLAPPDData
+#LAPPDPlotInputWaveLabel RawLAPPDData
+LAPPDPlotsVerbosity 5
 CanvasXSubPlotNumber 2
 CanvasYSubPlotNumber 2
 canvasMargin 0.1
diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
index 472ab885f..e306132d2 100644
--- a/configfiles/LAPPDProcessedAna/Configs
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -8,7 +8,7 @@ NUM_VECTOR_METADATA 103 #Fixed META vector size
 LAPPDchannelOffset 1000
 NChannels 30
 
-LAPPDStoreReadInVerbosity 0
+LAPPDStoreReadInVerbosity 10
 
 mergingModeReadIn 0
 RawDataInputWavLabel RawWaveform
diff --git a/configfiles/LAPPDProcessedAna/ToolChainConfig b/configfiles/LAPPDProcessedAna/ToolChainConfig
index b94bec1c3..15e9f5283 100644
--- a/configfiles/LAPPDProcessedAna/ToolChainConfig
+++ b/configfiles/LAPPDProcessedAna/ToolChainConfig
@@ -19,6 +19,6 @@ service_kick_sec -1
 Tools_File configfiles/LAPPDProcessedAna/ToolsConfig  ## list of tools to run and their config files
 
 ##### Run Type #####
-Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Inline 100 ## number of Execute steps in program, -1 infinite loop that is ended by user
 Interactive 0 ## set to 1 if you want to run the code interactively
 
diff --git a/configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig b/configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig
index 03fe45a19..ad0298064 100644
--- a/configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig
+++ b/configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig
@@ -1,4 +1,4 @@
-verbose 2
+verbose 1
 
 FileForListOfInputs configfiles/LAPPDProcessedFilter/list.txt
 
diff --git a/configfiles/LAPPDProcessedFilter/list.txt b/configfiles/LAPPDProcessedFilter/list.txt
index d011fc7d5..dc3e96f2e 100644
--- a/configfiles/LAPPDProcessedFilter/list.txt
+++ b/configfiles/LAPPDProcessedFilter/list.txt
@@ -1,2 +1,300 @@
-/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/ProcessedData_PMTMRDLAPPD_R4804S0p332
-/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/ProcessedData_PMTMRDLAPPD_R4804S0p333
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From 6c51914a70bcc124e990b7809ff0b39b9a906635 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Thu, 20 Jun 2024 07:38:17 -0500
Subject: [PATCH 046/163] Update EventSelector.cpp

Removed the charge threshold (> 200 pe) needed to consider tank/MRD coincidence. Given the README states "PMTMRDCoincCut: Flags events that do not have a certain time offset between PMT & MRD cluster" this should include all PMT clusters, and not just some that are over a certain charge threshold. This change in reality likely won't change much, as most muon tracks in the MRD deposit enough light to leave more than 200 pe worth of charge, but per our Slack convo it's probably best to just remove this condition as its not obvious.
---
 UserTools/EventSelector/EventSelector.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/UserTools/EventSelector/EventSelector.cpp b/UserTools/EventSelector/EventSelector.cpp
index 4ef5a779f..580929850 100644
--- a/UserTools/EventSelector/EventSelector.cpp
+++ b/UserTools/EventSelector/EventSelector.cpp
@@ -776,7 +776,7 @@ bool EventSelector::EventSelectionByPMTMRDCoinc() {
     if (verbosity > 1) std::cout <<"max_charge: "<<max_charge<<", n_hits: "<<n_hits<<std::endl;
     Log("EventSelector tool: MRD/Tank coincidene candidate "+std::to_string(i_mrd)+ " has time difference: "+std::to_string(time_diff),1,verbosity);
     
-    if (time_diff > pmtmrd_coinc_min && time_diff < pmtmrd_coinc_max && max_charge > 200 && n_hits >= 20){
+    if (time_diff > pmtmrd_coinc_min && time_diff < pmtmrd_coinc_max){
       coincidence = true;
       vector_mrd_coincidence.push_back(i_mrd);
     }

From 77551ea46a1b82006e1cef17f94723773efcc1c6 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Thu, 20 Jun 2024 07:55:29 -0500
Subject: [PATCH 047/163] Update IFBeamDBInterfaceV2.cpp

When the tool fetches information and writes to the TTree, if a device was empty/didn't return any values from the database, the entire branch will not be written to the root file to ensure the number of entries is the same between all branches. If there are no entries for a fetched device, fill the "blank" entries with -9999.
---
 .../BeamFetcherV2/IFBeamDBInterfaceV2.cpp     | 75 ++++++++++++++++++-
 1 file changed, 74 insertions(+), 1 deletion(-)

diff --git a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
index 99e0a5148..e24894bbc 100644
--- a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
+++ b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
@@ -16,6 +16,20 @@ IFBeamDBInterfaceV2::IFBeamDBInterfaceV2()
   fCurl = curl_easy_init();
   if (!fCurl) throw std::runtime_error("IFBeamDBInterfaceV2 failed to"
     " initialize libcurl");
+
+// the map include the device name we want to have in the output
+  requiredDevices = {
+    {"E:TOR860", "E12"},
+    {"E:TOR875", "E12"},
+    {"E:THCURR", "KA"},
+    {"E:BTJT2", "DegC"},
+    {"E:HP875", "mm"},
+    {"E:VP875", "mm"},
+    {"E:HPTG1", "mm"},
+    {"E:VPTG1", "mm"},
+    {"E:HPTG2", "mm"},
+    {"E:VPTG2", "mm"},
+    {"E:BTH2T2", "DegC"}};
 }
 
 IFBeamDBInterfaceV2::~IFBeamDBInterfaceV2()
@@ -237,6 +251,14 @@ IFBeamDBInterfaceV2::ParseDBResponseSingleSpan(const std::string& response) cons
 					       unit,
 					       timestamp);
   }
+
+for (auto &ts : retMap) {
+    for (auto &dev : requiredDevices) {
+      if (ts.second.find(dev.first) == ts.second.end()) {
+          ts.second[dev.first] = BeamDataPoint(-9999, dev.second, ts.first);
+      }
+    }
+  }
   
   return retMap;
 }
@@ -280,6 +302,41 @@ IFBeamDBInterfaceV2::ParseDBResponseBundleSpan(const std::string& response) cons
 					       unit,
 					       timestamp);
   }
+
+  //count the total number of elements in retMap times the number of elements in that element, print the total number
+  int total = 0;
+  for (auto &ts : retMap) {
+    total += ts.second.size();
+  }
+  std::cout << "Total number of elements in retMap: " << total << std::endl;
+  std::cout << "Size of retMap is " << retMap.size() << std::endl;
+
+
+  //check each timestamp in the retMap, to see if it have all the devices in the requiredDevices map keys, if yes, continue
+  //if not, create entry for that device at retMap[TS], use the data type from the value of requiredDevices
+  // use value as -9999, unit as doulbe, timestamp = TS
+  for (auto &ts : retMap) {
+    /*cout<<"size of this timestamp is "<<ts.second.size()<<endl;
+    //print all device name at this timestamp
+    for (auto &datapoint : ts.second) {
+      cout<<"device name is "<<datapoint.first<<endl;
+      datapoint.second.Print();
+    }*/
+
+    for (auto &dev : requiredDevices) {
+      if (ts.second.find(dev.first) == ts.second.end()) {
+          //cout<<" not finding device "<<dev.first<<" at time "<<ts.first<<endl;
+          ts.second[dev.first] = BeamDataPoint(-9999., dev.second, ts.first);
+      }
+    }
+  }
+
+  int totalAfter = 0;
+  for (auto &ts : retMap) {
+    totalAfter += ts.second.size();
+  }
+  std::cout << "After inserting, total number of elements in retMap: " << totalAfter << std::endl;
+  std::cout << "Size of retMap is " << retMap.size() << std::endl;
   
   return retMap;
 }
@@ -327,7 +384,15 @@ IFBeamDBInterfaceV2::ParseDBResponseSingle(const std::string& response) const
   retMap[earlyTS][data_type] = BeamDataPoint(std::stod(val_string),
 					     unit,
 					     timestamp);
-  
+
+for (auto &ts : retMap) {
+    for (auto &dev : requiredDevices) {
+      if (ts.second.find(dev.first) == ts.second.end()) {
+          ts.second[dev.first] = BeamDataPoint(-9999, dev.second, ts.first);
+      }
+    }
+  }
+	
   return retMap;
 }
 
@@ -371,6 +436,14 @@ IFBeamDBInterfaceV2::ParseDBResponseBundle(const std::string& response) const
 					       unit,
 					       timestamp);
   }
+
+for (auto &ts : retMap) {
+    for (auto &dev : requiredDevices) {
+      if (ts.second.find(dev.first) == ts.second.end()) {
+          ts.second[dev.first] = BeamDataPoint(-9999, dev.second, ts.first);
+      }
+    }
+  }
   
   return retMap;
 }

From 2697af57365556b595769a15223713f3b25c7ca1 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Thu, 20 Jun 2024 07:57:35 -0500
Subject: [PATCH 048/163] Update IFBeamDBInterfaceV2.h

---
 UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h
index 91835d78c..b48b5fda2 100644
--- a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h
+++ b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.h
@@ -48,9 +48,9 @@ class IFBeamDBInterfaceV2 {
     /// @param t0 Starting timestamp (milliseconds since the Unix epoch)
     /// @param t1 Starting timestamp (milliseconds since the Unix epoch)
     /// @return A nested map containing the parsed data. Keys of the outer map
-    /// are timestamps (milliseconds since the Unix epoch), values are inner maps.
-    /// Keys of the inner map are device names , values are elements of class type 
-    /// BeamDataPoint that hold a numerical value, a unit string, and timestamp.
+    /// are device names, values are inner maps. Keys of the inner map are
+    /// timestamps (milliseconds since the Unix epoch), values are
+    /// BeamDataPoint structs that hold a numerical value and a unit string.
     /// @note An easy way to get the current milliseconds since the Unix epoch
     /// is to use the terminal utility date like this: @verbatim date +%s%3N
     /// @endverbatim
@@ -68,6 +68,9 @@ class IFBeamDBInterfaceV2 {
       QueryBeamDBBundle(std::string bundle, uint64_t time) const;
 
     int RunQuery(const std::stringstream &url_stream, std::string &response_string) const;
+
+    /// @brief The list of devices required to save in the root tree
+    std::map<std::string, std::string> requiredDevices;
     
   protected:
     /// @brief Create the singleton IFBeamDBInterfaceV2 object

From 2fac3f8a9eb5bac99a3a4976398c083dffe34b9e Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 24 Jun 2024 09:50:26 -0500
Subject: [PATCH 049/163] Update ToolsConfig

Correct path to LoadGeometry file with PMT Timing offsets
---
 configfiles/LAPPD_EB/ToolsConfig | 8 +-------
 1 file changed, 1 insertion(+), 7 deletions(-)

diff --git a/configfiles/LAPPD_EB/ToolsConfig b/configfiles/LAPPD_EB/ToolsConfig
index ea786fae4..0d6e4d1bb 100644
--- a/configfiles/LAPPD_EB/ToolsConfig
+++ b/configfiles/LAPPD_EB/ToolsConfig
@@ -1,11 +1,5 @@
-LoadGeometry LoadGeometry configfiles/LAPPD_EB/ConfigGeo
+LoadGeometry LoadGeometry configfiles/LoadGeometry/LoadGeometryConfig
 LoadRawData LoadRawData configfiles/LAPPD_EB/LoadRawDataConfig
-
 TriggerDataDecoder TriggerDataDecoder configfiles/LAPPD_EB/TriggerDataDecoderConfig
-
 LAPPDLoadStore LAPPDLoadStore configfiles/LAPPD_EB/Configs
-
 LAPPDTreeMaker LAPPDTreeMaker configfiles/LAPPD_EB/Configs
-
-
-

From a73d59e7bcbf0dc5bb14f955cdaa66dbab8817f5 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 24 Jun 2024 09:52:14 -0500
Subject: [PATCH 050/163] Update ConfigGeo

Use this geometry file instead - needed to add PMT offsets
---
 configfiles/LAPPD_EB/ConfigGeo | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/configfiles/LAPPD_EB/ConfigGeo b/configfiles/LAPPD_EB/ConfigGeo
index ffe0ca918..759b28663 100644
--- a/configfiles/LAPPD_EB/ConfigGeo
+++ b/configfiles/LAPPD_EB/ConfigGeo
@@ -5,7 +5,8 @@ FACCMRDGeoFile ./configfiles/LoadGeometry/FullMRDGeometry.csv
 DetectorGeoFile ./configfiles/LoadGeometry/DetectorGeometrySpecs.csv
 LAPPDGeoFile ./configfiles/LAPPDana/LAPPDGeometry.csv
 TankPMTGeoFile ./configfiles/LoadGeometry/FullTankPMTGeometry.csv
-TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains_BeamRun20192020.csv
+TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains2023.csv
+TankPMTTimingOffsetFile ./configfiles/LoadGeometry/TankPMTTimingOffsets.csv
 AuxiliaryChannelFile ./configfiles/LoadGeometry/AuxChannels.csv
 LAPPDMerging 0
 

From a16cb2b53530203c82dd3e3e4d7f2ea9be7b08e8 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 24 Jun 2024 09:53:15 -0500
Subject: [PATCH 051/163] Update ToolsConfig

revert change
---
 configfiles/LAPPD_EB/ToolsConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/LAPPD_EB/ToolsConfig b/configfiles/LAPPD_EB/ToolsConfig
index 0d6e4d1bb..71b067fe2 100644
--- a/configfiles/LAPPD_EB/ToolsConfig
+++ b/configfiles/LAPPD_EB/ToolsConfig
@@ -1,4 +1,4 @@
-LoadGeometry LoadGeometry configfiles/LoadGeometry/LoadGeometryConfig
+LoadGeometry LoadGeometry configfiles/LAPPD_EB/ConfigGeo
 LoadRawData LoadRawData configfiles/LAPPD_EB/LoadRawDataConfig
 TriggerDataDecoder TriggerDataDecoder configfiles/LAPPD_EB/TriggerDataDecoderConfig
 LAPPDLoadStore LAPPDLoadStore configfiles/LAPPD_EB/Configs

From 2f9830b1d75aab849cf86fcfa325c28c9c13558f Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 24 Jun 2024 10:28:32 -0500
Subject: [PATCH 052/163] Update LoadRawDataConfig

Changed .txt file list to be consistent with the EventBuilder toolchain
---
 configfiles/LAPPD_EB/LoadRawDataConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/LAPPD_EB/LoadRawDataConfig b/configfiles/LAPPD_EB/LoadRawDataConfig
index 3b9a2ea0a..d849fc8f2 100644
--- a/configfiles/LAPPD_EB/LoadRawDataConfig
+++ b/configfiles/LAPPD_EB/LoadRawDataConfig
@@ -3,7 +3,7 @@ BuildType LAPPDAndCTC
 Mode FileList
 
 
-InputFile ./configfiles/LAPPD_EB/list.txt
+InputFile ./configfiles/LAPPD_EB/my_files.txt
 
 
 DummyRunInfo 1

From cc77d1fdf5c092fbc2040868e219b83fb7f5c93d Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 24 Jun 2024 10:30:18 -0500
Subject: [PATCH 053/163] Rename list.txt to my_files.txt

Consistency with eventbuilder
---
 configfiles/LAPPD_EB/{list.txt => my_files.txt} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename configfiles/LAPPD_EB/{list.txt => my_files.txt} (100%)

diff --git a/configfiles/LAPPD_EB/list.txt b/configfiles/LAPPD_EB/my_files.txt
similarity index 100%
rename from configfiles/LAPPD_EB/list.txt
rename to configfiles/LAPPD_EB/my_files.txt

From e7ded7012dbc0cc08cf752f959c56c138032b812 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Mon, 24 Jun 2024 11:35:06 -0500
Subject: [PATCH 054/163] Update for board index in LAPPDTimeAlignment and tree
 maker update configs files in LAPPDProcessedAna, now normal run without print
 out

 Changes to be committed:
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
	modified:   UserTools/LAPPDPlots/LAPPDPlots.cpp
	modified:   UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
	modified:   UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
	modified:   UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
	modified:   configfiles/LAPPDProcessedAna/ConfigPlot
	modified:   configfiles/LAPPDProcessedAna/Configs
	modified:   configfiles/LAPPDProcessedAna/ToolChainConfig
	modified:   configfiles/LAPPDProcessedAna/list.txt
---
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   |   4 +-
 UserTools/LAPPDPlots/LAPPDPlots.cpp           |  61 ++-
 .../LAPPDTimeAlignment/LAPPDTimeAlignment.cpp | 442 ++++++++++--------
 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp   | 132 ++++--
 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h     |   9 +
 configfiles/LAPPDProcessedAna/ConfigPlot      |   6 +-
 configfiles/LAPPDProcessedAna/Configs         |   2 +-
 configfiles/LAPPDProcessedAna/ToolChainConfig |   2 +-
 configfiles/LAPPDProcessedAna/list.txt        |  12 +-
 9 files changed, 422 insertions(+), 248 deletions(-)

diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index e6b5f906e..f386be6f5 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -1109,7 +1109,7 @@ bool LAPPDLoadStore::DoPedestalSubtract()
             if (DoPedSubtract == 1)
             {
                 auto iter = PedestalValues->find((it->first));
-                if(kvec==0)
+                if(kvec==0 && LAPPDStoreReadInVerbosity>5)
                     cout<<std::fixed<<", found PedestalValues for channel "<<it->first<<" with value = "<<iter->second.at(0);
                 if (iter != PedestalValues->end() && iter->second.size() > kvec)
                 {
@@ -1137,7 +1137,7 @@ bool LAPPDLoadStore::DoPedestalSubtract()
 
         unsigned long pushChannelNo = (unsigned long)it->first;
         LAPPDWaveforms.insert(pair<unsigned long, vector<Waveform<double>>>(pushChannelNo, VecTmpWave));
-        cout<<", Pushed to LAPPDWaveforms with channel number "<<pushChannelNo<<endl;
+        //cout<<", Pushed to LAPPDWaveforms with channel number "<<pushChannelNo<<endl;
 
         tmpWave.ClearSamples();
         VecTmpWave.clear();
diff --git a/UserTools/LAPPDPlots/LAPPDPlots.cpp b/UserTools/LAPPDPlots/LAPPDPlots.cpp
index 82155666a..8d5272722 100644
--- a/UserTools/LAPPDPlots/LAPPDPlots.cpp
+++ b/UserTools/LAPPDPlots/LAPPDPlots.cpp
@@ -103,7 +103,10 @@ bool LAPPDPlots::Execute()
 
   // if (ACDCReadedLAPPDID.size() > 2)
   //{
-  CanvasXSubPlotNumber = static_cast<int>(ACDCReadedLAPPDID.size());
+  // CanvasXSubPlotNumber = static_cast<int>(ACDCReadedLAPPDID.size());
+  // CanvasXSubPlotNumber = max element of ACDCReadedLAPPDID minus min element of ACDCReadedLAPPDID + 1
+  CanvasXSubPlotNumber = *max_element(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end()) - *min_element(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end()) + 1;
+  CanvasXSubPlotNumber = CanvasXSubPlotNumber * 2;
   CanvasTotalSubPlotNumber = CanvasXSubPlotNumber * CanvasYSubPlotNumber;
   //}
 
@@ -119,17 +122,19 @@ bool LAPPDPlots::Execute()
 
   bool gotdata = m_data->Stores["ANNIEEvent"]->Get(LAPPDPlotInputWaveLabel, lappddata);
   m_data->Stores["ANNIEEvent"]->Get("ACDCboards", ReadBoards);
-  cout << "LAPPDPlots, got ACDCboards size = " << ReadBoards.size() << " with id = ";
-  for (auto i : ReadBoards)
-    cout << i << " ";
-  cout << endl;
-
   m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
-  cout << "ACDCReadedLAPPDID size = " << ACDCReadedLAPPDID.size() << ": ";
-  for (auto i : ACDCReadedLAPPDID)
-    cout << i << " ";
-  cout << endl;
-
+  if (LAPPDPlotsVerbosity > 0)
+  {
+    cout << "LAPPDPlots, got ACDCboards size = " << ReadBoards.size() << " with id = ";
+    for (auto i : ReadBoards)
+      cout << i << " ";
+    cout << endl;
+
+    cout << "ACDCReadedLAPPDID size = " << ACDCReadedLAPPDID.size() << ": ";
+    for (auto i : ACDCReadedLAPPDID)
+      cout << i << " ";
+    cout << endl;
+  }
   vector<int> drawPositions = ACDCReadedLAPPDID;
   int minID = *min_element(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end());
   for (int i = 0; i < drawPositions.size(); i++)
@@ -138,10 +143,13 @@ bool LAPPDPlots::Execute()
     if (i % 2 == 1)
       drawPositions.at(i) = drawPositions.at(i) + 1;
   }
-  cout << "drawPositions size = " << drawPositions.size() << ": ";
-  for (auto i : drawPositions)
-    cout << i << " ";
-  cout << endl;
+  if (LAPPDPlotsVerbosity > 0)
+  {
+    cout << "drawPositions size = " << drawPositions.size() << ": ";
+    for (auto i : drawPositions)
+      cout << i << " ";
+    cout << endl;
+  }
 
   vector<int> drawBoardID = ACDCReadedLAPPDID;
   for (int i = 0; i < drawBoardID.size(); i++)
@@ -150,14 +158,15 @@ bool LAPPDPlots::Execute()
     if (i % 2 == 1)
       drawBoardID.at(i) = (drawBoardID.at(i) + 1);
   }
-  cout << "drawBoardID size = " << drawBoardID.size() << ": ";
-  for (auto i : drawBoardID)
-    cout << i << " ";
-  cout << endl;
-
   if (LAPPDPlotsVerbosity > 0)
-    cout << "LAPPDPlots execute with data " << LAPPDPlotInputWaveLabel << ", got data " << gotdata << ", data size " << lappddata.size() << ", Board IDs size " << ReadBoards.size() << ", (single) ID " << LAPPD_ID << endl;
+  {
+    cout << "drawBoardID size = " << drawBoardID.size() << ": ";
+    for (auto i : drawBoardID)
+      cout << i << " ";
+    cout << endl;
 
+    cout << "LAPPDPlots execute with data " << LAPPDPlotInputWaveLabel << ", got data " << gotdata << ", data size " << lappddata.size() << ", Board IDs size " << ReadBoards.size() << ", (single) ID " << LAPPD_ID << endl;
+  }
   if (DrawEventWaveform)
   {
     vector<int> DrawPosition = {Side0EventWaveformDrawPosition, Side1EventWaveformDrawPosition};
@@ -201,7 +210,7 @@ bool LAPPDPlots::Execute()
         Channel *ch = _geom->GetChannel(channelNo);
         int stripNo = ch->GetStripNum();
         if (LAPPDPlotsVerbosity > 3)
-          cout << "Drawing channel " << originalChannelNo << " as channelNo " << channelNo << " strip " << stripNo << ", with sample size " << w.GetSamples()->size() <<", data at bin 0 = "<<-w.GetSamples()->at(0)<<endl;
+          cout << "Drawing channel " << originalChannelNo << " as channelNo " << channelNo << " strip " << stripNo << ", with sample size " << w.GetSamples()->size() << ", data at bin 0 = " << -w.GetSamples()->at(0) << endl;
         if (!drawTriggerChannel)
           if ((channelNo % 1000) % 30 == 5)
             continue;
@@ -209,7 +218,11 @@ bool LAPPDPlots::Execute()
         for (int i = 0; i < w.GetSamples()->size(); i++)
         {
           h->SetBinContent(i, stripNo + 1, -w.GetSamples()->at(i));
-          if(i<5) cout<<-w.GetSamples()->at(i)<<", ";
+          if (LAPPDPlotsVerbosity > 0)
+          {
+            if (i < 5)
+              cout << -w.GetSamples()->at(i) << ", ";
+          }
         }
       }
       if (LAPPDPlotsVerbosity > 3)
@@ -243,7 +256,7 @@ bool LAPPDPlots::Execute()
       DrawPositionBinHist.clear();
       for (int i = 0; i < drawBoardID.size(); i++)
       {
-        DrawPositionBinHist.push_back(drawBoardID.at(i) + CanvasXSubPlotNumber);
+        DrawPositionBinHist.push_back(drawBoardID.at(i) + CanvasXSubPlotNumber + 1);
       }
     }
     for (int i = 0; i < drawBoardID.size(); i++)
diff --git a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
index 5a9430748..8df0890d4 100644
--- a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
+++ b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
@@ -1,260 +1,336 @@
 #include "LAPPDTimeAlignment.h"
 #include "TGraph.h"
 
-LAPPDTimeAlignment::LAPPDTimeAlignment():Tool(){}
-
+LAPPDTimeAlignment::LAPPDTimeAlignment() : Tool() {}
 
 bool LAPPDTimeAlignment::Initialise(std::string configfile, DataModel &data)
 {
-    /////////////////// Useful header ///////////////////////
-    if(configfile!="") m_variables.Initialise(configfile); // loading config file
-    //m_variables.Print();
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
 
-    m_data= &data; //assigning transient data pointer
-    /////////////////////////////////////////////////////////////////
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
 
-    m_variables.Get("FindT0InputWavLabel",InputWavLabel);
-    m_variables.Get("FindT0OutputWavLabel",OutputWavLabel);
+  m_variables.Get("FindT0InputWavLabel", InputWavLabel);
+  m_variables.Get("FindT0OutputWavLabel", OutputWavLabel);
 
-    m_variables.Get("FindT0Verbosity",FindT0VerbosityLevel);
+  m_variables.Get("FindT0Verbosity", FindT0VerbosityLevel);
 
-    m_variables.Get("TrigEarlyCut",trigearlycut);
-    m_variables.Get("TrigLateCut",triglatecut);
+  m_variables.Get("TrigEarlyCut", trigearlycut);
+  m_variables.Get("TrigLateCut", triglatecut);
 
-    m_variables.Get("T0signalmax",T0signalmax);
-    m_variables.Get("T0signalthreshold",T0signalthreshold);
+  m_variables.Get("T0signalmax", T0signalmax);
+  m_variables.Get("T0signalthreshold", T0signalthreshold);
 
-    m_variables.Get("T0signalmaxOld",T0signalmaxOld);
-    m_variables.Get("T0signalthresholdOld",T0signalthresholdOld);
+  m_variables.Get("T0signalmaxOld", T0signalmaxOld);
+  m_variables.Get("T0signalthresholdOld", T0signalthresholdOld);
 
-    m_variables.Get("T0offset",T0offset);
-    m_variables.Get("GlobalShiftT0",globalshiftT0);
+  m_variables.Get("T0offset", T0offset);
+  m_variables.Get("GlobalShiftT0", globalshiftT0);
 
-    m_data->Stores["ANNIEEvent"]->Get("TrigChannel",TrigChannel);
-    m_data->Stores["ANNIEEvent"]->Get("LAPPDchannelOffset",LAPPDchannelOffset);
+  m_data->Stores["ANNIEEvent"]->Get("TrigChannel", TrigChannel);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDchannelOffset", LAPPDchannelOffset);
 
-    LoadLAPPDMap = false;
-    m_variables.Get("LoadLAPPDMap",LoadLAPPDMap);
+  LoadLAPPDMap = false;
+  m_variables.Get("LoadLAPPDMap", LoadLAPPDMap);
 
-    return true;
+  return true;
 }
 
-
-bool LAPPDTimeAlignment::Execute(){
+bool LAPPDTimeAlignment::Execute()
+{
 
   oldLaser = 0;
   m_data->Stores["ANNIEEvent"]->Get("oldLaser", oldLaser);
-  if(oldLaser == 1){T0signalmax=T0signalmaxOld; T0signalthreshold=T0signalthresholdOld;}
-
-  if(FindT0VerbosityLevel>0) cout<<"OLD LASER? "<<oldLaser<<" "<<T0signalmax<<" "<<T0signalthreshold<<endl;
-
-  double AnalogBoardShift[60]={
-    54,54,54,54,0,0, //0-5
-    88,88,88,88,88,88, //6-11
-    232,232,232,232,232,232, //12-17
-    220,220,220,220,220,220, //18-23
-    185,185,185,185,185,185,//24-29
-    54,54,54,54,0,0,//30-35
-    88,88,88,88,88,88,//36-41
-    232,232,232,232,232,232,//42-47
-    220,220,220,220,220,220,//48-53
-    185,185,185,185,185,185,//54-59
+  if (oldLaser == 1)
+  {
+    T0signalmax = T0signalmaxOld;
+    T0signalthreshold = T0signalthresholdOld;
+  }
+
+  if (FindT0VerbosityLevel > 0)
+    cout << "OLD LASER? " << oldLaser << " " << T0signalmax << " " << T0signalthreshold << endl;
+
+  double AnalogBoardShift[60] = {
+      54, 54, 54, 54, 0, 0,         // 0-5
+      88, 88, 88, 88, 88, 88,       // 6-11
+      232, 232, 232, 232, 232, 232, // 12-17
+      220, 220, 220, 220, 220, 220, // 18-23
+      185, 185, 185, 185, 185, 185, // 24-29
+      54, 54, 54, 54, 0, 0,         // 30-35
+      88, 88, 88, 88, 88, 88,       // 36-41
+      232, 232, 232, 232, 232, 232, // 42-47
+      220, 220, 220, 220, 220, 220, // 48-53
+      185, 185, 185, 185, 185, 185, // 54-59
   };
-  for (auto& k : AnalogBoardShift){
-    //k=(k-54)*10/197.86272;
-    k=(k-54)*10/169.982;
+  for (auto &k : AnalogBoardShift)
+  {
+    // k=(k-54)*10/197.86272;
+    k = (k - 54) * 10 / 169.982;
   }
-  
 
-  std::map<unsigned long,vector<Waveform<double>>> lappddata;
-  m_data->Stores["ANNIEEvent"]->Get(InputWavLabel,lappddata);
+  std::map<unsigned long, vector<Waveform<double>>> lappddata;
+  m_data->Stores["ANNIEEvent"]->Get(InputWavLabel, lappddata);
   vector<int> NReadBoards;
-  m_data->Stores["ANNIEEvent"]->Get("ACDCboards",NReadBoards);
-  std::map<unsigned long,vector<Waveform<double>>> reordereddata;
+  m_data->Stores["ANNIEEvent"]->Get("ACDCboards", NReadBoards);
+  std::map<unsigned long, vector<Waveform<double>>> reordereddata;
   bool T0signalInWindow = false;
   double deltaT;
-  
+
   vector<int> ACDCReadedLAPPDID;
   m_data->Stores["ANNIEEvent"]->Get("ACDCReadedLAPPDID", ACDCReadedLAPPDID);
 
-  map <unsigned long, vector<Waveform<double>>> :: iterator itr_bi;
-  for(int i = 0;i< NReadBoards.size();i++)
+  //print NReadBoards
+  if (FindT0VerbosityLevel > 0)
+  {
+    cout << "NReadBoards: ";
+    for (int i = 0; i < NReadBoards.size(); i++)
     {
-        int bi = NReadBoards.at(i);
-        int thisLAPPDID = ACDCReadedLAPPDID.at(i);
+      cout << NReadBoards.at(i) << " ";
+    }
+    cout << endl;
+  }
+  // print ACDCReadedLAPPDID
+  if (FindT0VerbosityLevel > 0)
+  {
+    cout << "ACDCReadedLAPPDID: ";
+    for (int i = 0; i < ACDCReadedLAPPDID.size(); i++)
+    {
+      cout << ACDCReadedLAPPDID.at(i) << " ";
+    }
+    cout << endl;
+  }
+  vector<int> fittedBoardIDInMap;
 
-        T0channelNo = LAPPDchannelOffset+(30*bi)+TrigChannel;
-        if(LoadLAPPDMap)
-        {
-          T0channelNo = 1000 + (30*(bi%2)) + 60* thisLAPPDID + TrigChannel;
-        }
+  map<unsigned long, vector<Waveform<double>>>::iterator itr_bi;
+  for (int i = 0; i < NReadBoards.size(); i++)
+  {
+    int bi = NReadBoards.at(i);
+    int thisLAPPDID = ACDCReadedLAPPDID.at(i);
 
-        if(FindT0VerbosityLevel>0) cout<<"For board "<<bi<<", InputWavlabel: "<<InputWavLabel<<endl;
-        
-        if(FindT0VerbosityLevel>0) cout<<"In LAPPDTimeAlignment, T0 channel:"<< T0channelNo<<" , InputWavlabel: "<<InputWavLabel<<" , LAPPDdata.size()="<<lappddata.size()<<endl;
-        if(FindT0VerbosityLevel>1) cout<<"is the channel there? "<<lappddata.count((unsigned long) T0channelNo)<<endl;
+    //TrigChannel is 5;
+    T0channelNo = LAPPDchannelOffset + (30 * bi) + TrigChannel;
+    if (LoadLAPPDMap)
+    {
+      T0channelNo = 1000 + (30 * (bi % 2)) + 60 * thisLAPPDID + TrigChannel;
+    }
 
-        itr_bi = lappddata.find((unsigned long) T0channelNo);
-        Waveform<double> bwav = (itr_bi->second).at(0);
+    if (FindT0VerbosityLevel > 0)
+      cout << "For board " << bi << ", InputWavlabel: " << InputWavLabel << endl;
+
+    if (FindT0VerbosityLevel > 0)
+      cout << "In LAPPDTimeAlignment, T0 channel:" << T0channelNo << " , InputWavlabel: " << InputWavLabel << " , LAPPDdata.size()=" << lappddata.size() << endl;
+    if (FindT0VerbosityLevel > 1)
+      cout << "is the channel there? " << lappddata.count((unsigned long)T0channelNo) << endl;
+
+    itr_bi = lappddata.find((unsigned long)T0channelNo);
+    Waveform<double> bwav = (itr_bi->second).at(0);
+
+    double thetime = Tfit(bwav.GetSamples());
+    int switchbit = (int)(thetime / 100.);
+    deltaT = thetime - (100. * (double)switchbit);
+    int Qvar = 0;
+    if ((switchbit >= trigearlycut) && (switchbit <= triglatecut))
+      T0signalInWindow = true;
+
+    // vector transcribe
+    vec_deltaT.push_back(deltaT);
+    vec_T0signalInWindow.push_back(T0signalInWindow);
+    vec_T0Bin.push_back(switchbit);
+    fittedBoardIDInMap.push_back(static_cast<int>((T0channelNo-1000)/30));
+
+    if (FindT0VerbosityLevel > 0)
+      cout << "Done finding the time, switchbit:" << switchbit << " , deltaT: " << deltaT << " , inwindow: " << T0signalInWindow << endl;
+    if (FindT0VerbosityLevel > 1)
+      cout << "ready to loop" << endl;
+  }
 
-        double thetime = Tfit(bwav.GetSamples());
-        int switchbit = (int)(thetime/100.);
-        deltaT = thetime - (100.*(double)switchbit);
-        int Qvar=0;
-        if( (switchbit>=trigearlycut) && (switchbit<=triglatecut) ) T0signalInWindow = true;
+  for (bool k : vec_T0signalInWindow)
+  {
+    if (!k)
+    {
+      T0signalInWindow = false;
+    }
+  }
 
-        //vector transcribe
-        vec_deltaT.push_back(deltaT);
-        vec_T0signalInWindow.push_back(T0signalInWindow);
-        vec_T0Bin.push_back(switchbit);
+  map<unsigned long, vector<Waveform<double>>>::iterator itr;
+  for (itr = lappddata.begin(); itr != lappddata.end(); ++itr)
+  {
+    unsigned long channelno = itr->first;
+    if (FindT0VerbosityLevel > 5)
+      cout << "Found channelno: " << channelno << endl;
+  }
 
-        if(FindT0VerbosityLevel>0) cout<<"Done finding the time, switchbit:" << switchbit << " , deltaT: "<<deltaT<<" , inwindow: "<<T0signalInWindow<<endl;
-        if(FindT0VerbosityLevel>1) cout<<"ready to loop"<<endl;
+  int printcount = 0;
+  for (itr = lappddata.begin(); itr != lappddata.end(); ++itr)
+  {
+    unsigned long channelno = itr->first;
+    vector<Waveform<double>> Vwavs = itr->second;
+    vector<Waveform<double>> Vrwav;
+    int bi = (int)(channelno - LAPPDchannelOffset) / 30 % 2; // TODO: fix this, why loading data with board 2 and 3 have channel from 0 to 120?
+    int thisBoardID = static_cast<int>((channelno-1000)/30);
+    if(LoadLAPPDMap)
+    {
+      int index = std::distance(fittedBoardIDInMap.begin(), std::find(fittedBoardIDInMap.begin(), fittedBoardIDInMap.end(), thisBoardID));
+      bi = index;
+      if(FindT0VerbosityLevel>5 && printcount<5)
+      {
+        cout << "thisBoardID: " << thisBoardID << " , index: " << index << " , bi: " << bi << endl;
+        printcount++;
+      }
     }
+    
+    int countnumber = (channelno % 1000) % 60;
+    if (FindT0VerbosityLevel > 2)
+      cout << "Looping with channelno: " << channelno << " , bi: " << bi << " , countnumber: " << countnumber << endl;
 
-    for(bool k: vec_T0signalInWindow)
+    // loop over all Waveforms
+    for (int i = 0; i < Vwavs.size(); i++)
     {
-        if(!k){T0signalInWindow=false;}
-    }
+      if (FindT0VerbosityLevel > 2 && i == 0)
+        cout << "Looping waveform at" << i << endl;
+      Waveform<double> bwav = Vwavs.at(i);
+      Waveform<double> rwav;
+      Waveform<double> rwavShift;
 
-    map <unsigned long, vector<Waveform<double>>> :: iterator itr;
-    for (itr = lappddata.begin(); itr != lappddata.end(); ++itr)
-    { 
-      unsigned long channelno = itr->first;
-      if(FindT0VerbosityLevel>2)      
-        cout<<"Found channelno: "<<channelno<<endl;
-    }
+      int sb = vec_T0Bin[bi] + T0offset + AnalogBoardShift[countnumber];
+      if(LoadLAPPDMap)
+      {
 
+      }
 
-    for (itr = lappddata.begin(); itr != lappddata.end(); ++itr)
-    {
-        unsigned long channelno = itr->first;
-        vector<Waveform<double>> Vwavs = itr->second;
-        vector<Waveform<double>> Vrwav;
-        int bi = (int)(channelno-LAPPDchannelOffset)/30%2; //TODO: fix this, why loading data with board 2 and 3 have channel from 0 to 120?
-        int countnumber = (channelno%1000)%60;
-        if(FindT0VerbosityLevel>2)cout <<"Looping with channelno: "<<channelno<<" , bi: "<<bi<<" , countnumber: "<<countnumber<<endl;
-
-        //loop over all Waveforms
-        for(int i=0; i<Vwavs.size(); i++)
-        {
-          if(FindT0VerbosityLevel>2 && i ==0) cout<<"Looping waveform at"<<i<<endl;
-            Waveform<double> bwav = Vwavs.at(i);
-            Waveform<double> rwav;
-            Waveform<double> rwavShift;
-
-            int sb = vec_T0Bin[bi] + T0offset + AnalogBoardShift[countnumber];
-            
-            countnumber++;
-            
-
-            if(sb<0) sb+=255;
-
-            for(int j=0; j< bwav.GetSamples()->size(); j++)
-            {
-                if(sb>255) sb=0;
-                double nsamp = bwav.GetSamples()->at(sb);
-                rwav.PushSample(nsamp);
-                sb++;
-            }
-
-            for(int j=0; j< rwav.GetSamples()->size(); j++)
-            {
-            int ibin = j + globalshiftT0;
-            if(ibin > 255) ibin = ibin - 255;
-            double nsamp = rwav.GetSamples()->at(ibin);
-            rwavShift.PushSample(nsamp);
-            }
-            Vrwav.push_back(rwavShift);
-        }
-        reordereddata.insert(pair<unsigned long, vector<Waveform<double>>>(channelno,Vrwav));
+      countnumber++;
+
+      if (sb < 0)
+        sb += 255;
+
+      for (int j = 0; j < bwav.GetSamples()->size(); j++)
+      {
+        if (sb > 255)
+          sb = 0;
+        double nsamp = bwav.GetSamples()->at(sb);
+        rwav.PushSample(nsamp);
+        sb++;
+      }
+
+      for (int j = 0; j < rwav.GetSamples()->size(); j++)
+      {
+        int ibin = j + globalshiftT0;
+        if (ibin > 255)
+          ibin = ibin - 255;
+        double nsamp = rwav.GetSamples()->at(ibin);
+        rwavShift.PushSample(nsamp);
+      }
+      Vrwav.push_back(rwavShift);
     }
+    reordereddata.insert(pair<unsigned long, vector<Waveform<double>>>(channelno, Vrwav));
+  }
 
-    if(FindT0VerbosityLevel>0) cout<<"End of LAPPDTimeAlignment..."<<endl;
+  if (FindT0VerbosityLevel > 0)
+    cout << "End of LAPPDTimeAlignment..." << endl;
 
-    m_data->Stores["ANNIEEvent"]->Set(OutputWavLabel,reordereddata);
-    m_data->Stores["ANNIEEvent"]->Set("deltaT",vec_deltaT);
-    m_data->Stores["ANNIEEvent"]->Set("T0signalInWindow",T0signalInWindow);
-    m_data->Stores["ANNIEEvent"]->Set("T0Bin",vec_T0Bin);
-    vec_deltaT.clear();
-    vec_T0signalInWindow.clear();
-    vec_T0Bin.clear();
+  m_data->Stores["ANNIEEvent"]->Set(OutputWavLabel, reordereddata);
+  m_data->Stores["ANNIEEvent"]->Set("deltaT", vec_deltaT);
+  m_data->Stores["ANNIEEvent"]->Set("T0signalInWindow", T0signalInWindow);
+  m_data->Stores["ANNIEEvent"]->Set("T0Bin", vec_T0Bin);
+  vec_deltaT.clear();
+  vec_T0signalInWindow.clear();
+  vec_T0Bin.clear();
 
-    return true;
+  return true;
 }
 
-
 bool LAPPDTimeAlignment::Finalise()
 {
-    return true;
+  return true;
 }
 
-
-
-double LAPPDTimeAlignment::Tfit(std::vector<double>* wf)
+double LAPPDTimeAlignment::Tfit(std::vector<double> *wf)
 {
-    int nbin = wf->size();
-
-    double ppre=0.0;
-    double pvol=0.0;
+  int nbin = wf->size();
 
+  double ppre = 0.0;
+  double pvol = 0.0;
 
-    bool firstcross=true;
-    double ttime=0;
+  bool firstcross = true;
+  double ttime = 0;
 
-    for(int i=0;i<nbin;i++) {
+  for (int i = 0; i < nbin; i++)
+  {
     pvol = (wf->at(i));
-    if(i>1) ppre = (wf->at(i-1));
+    if (i > 1)
+      ppre = (wf->at(i - 1));
 
-    if(FindT0VerbosityLevel>2) cout<<i<<" "<<ppre<<" "<<pvol<<" "<<T0signalmax<<endl;
+    if (FindT0VerbosityLevel > 2)
+      cout << i << " " << ppre << " " << pvol << " " << T0signalmax << endl;
 
-    if(oldLaser == 1){
-        if(firstcross && pvol > T0signalmax && ppre < T0signalmax && i>5 && i<250){ //trigger up to +200 2020 data
-          if(FindT0VerbosityLevel>1) cout<<"Old t0 bin: "<<i<<endl;
-          TGraph *edge = new TGraph();
-          for(int j=-7; j<1; j++){
-            edge->SetPoint(j+7,(i+j)*100.,(wf->at(i+j)));  //select 7 points
-          }
-          bool firstthreshcross=true;
-          for(int k=(i-7)*100; k<(i+1)*100; k+=10){
-            if(FindT0VerbosityLevel==3) cout<<k<<" "<<(edge->Eval((double)k, 0, "S"))<<endl;
-            if(((edge->Eval((double)k, 0, "S"))<T0signalthreshold) && firstthreshcross){
-              if(FindT0VerbosityLevel>2) cout<<"time: "<<k<<endl;
-              ttime=(double)k;
-              firstthreshcross=false;
-            }
+    if (oldLaser == 1)
+    {
+      if (firstcross && pvol > T0signalmax && ppre < T0signalmax && i > 5 && i < 250)
+      { // trigger up to +200 2020 data
+        if (FindT0VerbosityLevel > 1)
+          cout << "Old t0 bin: " << i << endl;
+        TGraph *edge = new TGraph();
+        for (int j = -7; j < 1; j++)
+        {
+          edge->SetPoint(j + 7, (i + j) * 100., (wf->at(i + j))); // select 7 points
+        }
+        bool firstthreshcross = true;
+        for (int k = (i - 7) * 100; k < (i + 1) * 100; k += 10)
+        {
+          if (FindT0VerbosityLevel == 3)
+            cout << k << " " << (edge->Eval((double)k, 0, "S")) << endl;
+          if (((edge->Eval((double)k, 0, "S")) < T0signalthreshold) && firstthreshcross)
+          {
+            if (FindT0VerbosityLevel > 2)
+              cout << "time: " << k << endl;
+            ttime = (double)k;
+            firstthreshcross = false;
           }
-          firstcross=false;
+        }
+        firstcross = false;
       }
-    }else{
+    }
+    else
+    {
 
-      if(firstcross && pvol < T0signalmax && ppre > T0signalmax && i>7 && i<249){
+      if (firstcross && pvol < T0signalmax && ppre > T0signalmax && i > 7 && i < 249)
+      {
 
-          if(FindT0VerbosityLevel>1) cout<<"New t0 bin: "<<i<<endl;
+        if (FindT0VerbosityLevel > 1)
+          cout << "New t0 bin: " << i << endl;
 
-          TGraph *edge = new TGraph();
-          for(int j=-7; j<1; j++){
-            edge->SetPoint(j+7,(i+j)*100.,(wf->at(i+j)));
-          }
+        TGraph *edge = new TGraph();
+        for (int j = -7; j < 1; j++)
+        {
+          edge->SetPoint(j + 7, (i + j) * 100., (wf->at(i + j)));
+        }
 
-          bool firstthreshcross=true;
-          for(int k=(i-7)*100; k<(i+1)*100; k+=10){
+        bool firstthreshcross = true;
+        for (int k = (i - 7) * 100; k < (i + 1) * 100; k += 10)
+        {
 
-            if(FindT0VerbosityLevel==3) cout<<k<<" "<<(edge->Eval((double)k, 0, "S"))<<endl;
+          if (FindT0VerbosityLevel == 3)
+            cout << k << " " << (edge->Eval((double)k, 0, "S")) << endl;
 
-            if(((edge->Eval((double)k, 0, "S"))<T0signalthreshold) && firstthreshcross){
-              if(FindT0VerbosityLevel>2) cout<<"time: "<<k<<endl;
-              ttime=(double)k;
-              firstthreshcross=false;
-            }
+          if (((edge->Eval((double)k, 0, "S")) < T0signalthreshold) && firstthreshcross)
+          {
+            if (FindT0VerbosityLevel > 2)
+              cout << "time: " << k << endl;
+            ttime = (double)k;
+            firstthreshcross = false;
           }
+        }
 
-        firstcross=false;
+        firstcross = false;
       }
     }
   }
 
-  if(FindT0VerbosityLevel>0) cout<<"Done Finding T0"<<endl;
+  if (FindT0VerbosityLevel > 0)
+    cout << "Done Finding T0" << endl;
 
   return ttime;
 }
diff --git a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
index b97bc319b..3091f508f 100644
--- a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
+++ b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
@@ -71,6 +71,16 @@ bool LAPPDTreeMaker::Initialise(std::string configfile, DataModel &data)
   fPulse->Branch("PulseSide", &PulseSide, "PulseSide/I");
   fPulse->Branch("PulseThreshold", &PulseThreshold, "PulseThreshold/D");
   fPulse->Branch("PulseBaseline", &PulseBaseline, "PulseBaseline/D");
+  if (MultiLAPPDMapTreeMaker)
+  {
+    fPulse->Branch("LTSRaw", &LTSRaw, "LTSRaw/l");
+    fPulse->Branch("LBGRaw", &LBGRaw, "LBGRaw/l");
+    fPulse->Branch("LOffset_ns", &LOffset_ns, "LOffset_ns/l");
+    fPulse->Branch("LTSCorrection", &LTSCorrection, "LTSCorrection/I");
+    fPulse->Branch("LBGCorrection", &LBGCorrection, "LBGCorrection/I");
+    fPulse->Branch("LOSInMinusPS", &LOSInMinusPS, "LOSInMinusPS/I");
+    fPulse->Branch("CTCPrimeTriggerTime", &CTCPrimeTriggerTime, "CTCPrimeTriggerTime/l");
+  }
 
   fHit->Branch("RunNumber", &RunNumber, "RunNumber/I");
   fHit->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
@@ -91,6 +101,16 @@ bool LAPPDTreeMaker::Initialise(std::string configfile, DataModel &data)
   fHit->Branch("Pulse2StartTime", &Pulse2StartTime, "Pulse2StartTime/D");
   fHit->Branch("Pulse1LastTime", &Pulse1LastTime, "Pulse1LastTime/D");
   fHit->Branch("Pulse2LastTime", &Pulse2LastTime, "Pulse2LastTime/D");
+  if (MultiLAPPDMapTreeMaker)
+  {
+    fHit->Branch("LTSRaw", &LTSRaw, "LTSRaw/l");
+    fHit->Branch("LBGRaw", &LBGRaw, "LBGRaw/l");
+    fHit->Branch("LOffset_ns", &LOffset_ns, "LOffset_ns/l");
+    fHit->Branch("LTSCorrection", &LTSCorrection, "LTSCorrection/I");
+    fHit->Branch("LBGCorrection", &LBGCorrection, "LBGCorrection/I");
+    fHit->Branch("LOSInMinusPS", &LOSInMinusPS, "LOSInMinusPS/I");
+    fHit->Branch("CTCPrimeTriggerTime", &CTCPrimeTriggerTime, "CTCPrimeTriggerTime/l");
+  }
 
   fWaveform->Branch("RunNumber", &RunNumber, "RunNumber/I");
   fWaveform->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
@@ -106,6 +126,16 @@ bool LAPPDTreeMaker::Initialise(std::string configfile, DataModel &data)
   fWaveform->Branch("WaveformMaxTimeBin", &waveformMaxTimeBinValue, "WaveformMaxTimeBin/I");
   fWaveform->Branch("waveformMaxFoundNear", &waveformMaxFoundNear, "waveformMaxFoundNear/O"); // O is boolean
   fWaveform->Branch("WaveformMaxNearing", &waveformMaxNearingValue, "WaveformMaxNearing/D");
+  if (MultiLAPPDMapTreeMaker)
+  {
+    fWaveform->Branch("LTSRaw", &LTSRaw, "LTSRaw/l");
+    fWaveform->Branch("LBGRaw", &LBGRaw, "LBGRaw/l");
+    fWaveform->Branch("LOffset_ns", &LOffset_ns, "LOffset_ns/l");
+    fWaveform->Branch("LTSCorrection", &LTSCorrection, "LTSCorrection/I");
+    fWaveform->Branch("LBGCorrection", &LBGCorrection, "LBGCorrection/I");
+    fWaveform->Branch("LOSInMinusPS", &LOSInMinusPS, "LOSInMinusPS/I");
+    fWaveform->Branch("CTCPrimeTriggerTime", &CTCPrimeTriggerTime, "CTCPrimeTriggerTime/l");
+  }
 
   fTimeStamp->Branch("RunNumber", &RunNumber, "RunNumber/I");
   fTimeStamp->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
@@ -193,6 +223,7 @@ bool LAPPDTreeMaker::Execute()
 
   if (MultiLAPPDMapTreeMaker && LAPPDana)
   {
+    m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerTime", CTCPrimeTriggerTime);
     if (treeMakerVerbosity > 0)
       cout << "LAPPDTreeMaker::Execute() MultiLAPPDMapTreeMaker" << endl;
     LoadLAPPDMapInfo();
@@ -487,20 +518,30 @@ bool LAPPDTreeMaker::FillPulseTree()
       //  TODO save threshold and baseline
       if (MultiLAPPDMapTreeMaker)
       {
-        // find the index of LAPPD_ID in LAPPD_IDs, use that index to assign the timestamlUL and beam gate UL, if not found set them to zero
-        auto it = std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID);
-        if (it != LAPPD_IDs.end())
+        // find the LAPPD_ID in LAPPD_IDs, get the index
+        //  use that index to get the timestamp and beamgate
+        //  if not found, set them to zero
+        int index = std::distance(LAPPD_IDs.begin(), std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID));
+        if (index < LAPPDMapTimeStampRaw.size())
         {
-          int index = std::distance(LAPPD_IDs.begin(), it);
-          LAPPDDataTimeStampUL = LAPPDMapTimeStampRaw.at(index);
-          LAPPDDataBeamgateUL = LAPPDMapBeamgateRaw.at(index);
+          LTSRaw = LAPPDMapTimeStampRaw.at(index);
+          LBGRaw = LAPPDMapBeamgateRaw.at(index);
+          LOffset_ns = LAPPDMapOffsets.at(index);
+          LTSCorrection = LAPPDMapTSCorrections.at(index);
+          LBGCorrection = LAPPDMapBGCorrections.at(index);
+          LOSInMinusPS = LAPPDMapOSInMinusPS.at(index);
         }
         else
         {
-          LAPPDDataTimeStampUL = 0;
-          LAPPDDataBeamgateUL = 0;
+          LTSRaw = 0;
+          LBGRaw = 0;
+          LOffset_ns = 0;
+          LTSCorrection = 0;
+          LBGCorrection = 0;
+          LOSInMinusPS = 0;
         }
       }
+
       fPulse->Fill();
       foundPulseNum++;
     }
@@ -527,17 +568,24 @@ bool LAPPDTreeMaker::FillPulseTree()
       if (MultiLAPPDMapTreeMaker)
       {
         // find the index of LAPPD_ID in LAPPD_IDs, use that index to assign the timestamlUL and beam gate UL, if not found set them to zero
-        auto it = std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID);
-        if (it != LAPPD_IDs.end())
+        int index = std::distance(LAPPD_IDs.begin(), std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID));
+        if (index < LAPPDMapTimeStampRaw.size())
         {
-          int index = std::distance(LAPPD_IDs.begin(), it);
-          LAPPDDataTimeStampUL = LAPPDMapTimeStampRaw.at(index);
-          LAPPDDataBeamgateUL = LAPPDMapBeamgateRaw.at(index);
+          LTSRaw = LAPPDMapTimeStampRaw.at(index);
+          LBGRaw = LAPPDMapBeamgateRaw.at(index);
+          LOffset_ns = LAPPDMapOffsets.at(index);
+          LTSCorrection = LAPPDMapTSCorrections.at(index);
+          LBGCorrection = LAPPDMapBGCorrections.at(index);
+          LOSInMinusPS = LAPPDMapOSInMinusPS.at(index);
         }
         else
         {
-          LAPPDDataTimeStampUL = 0;
-          LAPPDDataBeamgateUL = 0;
+          LTSRaw = 0;
+          LBGRaw = 0;
+          LOffset_ns = 0;
+          LTSCorrection = 0;
+          LBGCorrection = 0;
+          LOSInMinusPS = 0;
         }
       }
       fPulse->Fill();
@@ -593,18 +641,27 @@ bool LAPPDTreeMaker::FillHitTree()
       }
       if (MultiLAPPDMapTreeMaker)
       {
-        // find the index of LAPPD_ID in LAPPD_IDs, use that index to assign the timestamlUL and beam gate UL, if not found set them to zero
-        auto it = std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID);
-        if (it != LAPPD_IDs.end())
+        // find the LAPPD_ID in LAPPD_IDs, get the index
+        //  use that index to get the timestamp and beamgate
+        //  if not found, set them to zero
+        int index = std::distance(LAPPD_IDs.begin(), std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID));
+        if (index < LAPPDMapTimeStampRaw.size())
         {
-          int index = std::distance(LAPPD_IDs.begin(), it);
-          LAPPDDataTimeStampUL = LAPPDMapTimeStampRaw.at(index);
-          LAPPDDataBeamgateUL = LAPPDMapBeamgateRaw.at(index);
+          LTSRaw = LAPPDMapTimeStampRaw.at(index);
+          LBGRaw = LAPPDMapBeamgateRaw.at(index);
+          LOffset_ns = LAPPDMapOffsets.at(index);
+          LTSCorrection = LAPPDMapTSCorrections.at(index);
+          LBGCorrection = LAPPDMapBGCorrections.at(index);
+          LOSInMinusPS = LAPPDMapOSInMinusPS.at(index);
         }
         else
         {
-          LAPPDDataTimeStampUL = 0;
-          LAPPDDataBeamgateUL = 0;
+          LTSRaw = 0;
+          LBGRaw = 0;
+          LOffset_ns = 0;
+          LTSCorrection = 0;
+          LBGCorrection = 0;
+          LOSInMinusPS = 0;
         }
       }
       fHit->Fill();
@@ -649,18 +706,27 @@ bool LAPPDTreeMaker::FillWaveformTree()
       }*/
       if (MultiLAPPDMapTreeMaker)
       {
-        // find the index of LAPPD_ID in LAPPD_IDs, use that index to assign the timestamlUL and beam gate UL, if not found set them to zero
-        auto it = std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID);
-        if (it != LAPPD_IDs.end())
+        // find the LAPPD_ID in LAPPD_IDs, get the index
+        //  use that index to get the timestamp and beamgate
+        //  if not found, set them to zero
+        int index = std::distance(LAPPD_IDs.begin(), std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID));
+        if (index < LAPPDMapTimeStampRaw.size())
         {
-          int index = std::distance(LAPPD_IDs.begin(), it);
-          LAPPDDataTimeStampUL = LAPPDMapTimeStampRaw.at(index);
-          LAPPDDataBeamgateUL = LAPPDMapBeamgateRaw.at(index);
+          LTSRaw = LAPPDMapTimeStampRaw.at(index);
+          LBGRaw = LAPPDMapBeamgateRaw.at(index);
+          LOffset_ns = LAPPDMapOffsets.at(index);
+          LTSCorrection = LAPPDMapTSCorrections.at(index);
+          LBGCorrection = LAPPDMapBGCorrections.at(index);
+          LOSInMinusPS = LAPPDMapOSInMinusPS.at(index);
         }
         else
         {
-          LAPPDDataTimeStampUL = 0;
-          LAPPDDataBeamgateUL = 0;
+          LTSRaw = 0;
+          LBGRaw = 0;
+          LOffset_ns = 0;
+          LTSCorrection = 0;
+          LBGCorrection = 0;
+          LOSInMinusPS = 0;
         }
       }
       fWaveform->Fill();
@@ -976,7 +1042,7 @@ void LAPPDTreeMaker::CleanTriggers()
 
 void LAPPDTreeMaker::LoadLAPPDMapInfo()
 {
-  //cout << "LAPPDTreeMaker::LoadLAPPDMapInfo" << endl;
+  // cout << "LAPPDTreeMaker::LoadLAPPDMapInfo" << endl;
   bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
   bool gotBeamgates_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
   bool gotTimeStamps_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
@@ -986,7 +1052,7 @@ void LAPPDTreeMaker::LoadLAPPDMapInfo()
   bool gotTSCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
   bool gotDBGCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
   bool gotOSInMinusPS = m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
-  //cout << "LAPPDTreeMaker::LoadLAPPDMapInfo() get map = " << getMap << endl;
+  // cout << "LAPPDTreeMaker::LoadLAPPDMapInfo() get map = " << getMap << endl;
 
   if (getMap)
   {
diff --git a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
index 86650ba0d..9fc491e2b 100644
--- a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
+++ b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
@@ -171,6 +171,15 @@ class LAPPDTreeMaker : public Tool
     std::map<uint64_t, int> LAPPDTSCorrection;
     std::map<uint64_t, int> LAPPDBGCorrection;
     std::map<uint64_t, int> LAPPDOSInMinusPS;
+
+
+    uint64_t LTSRaw;
+    uint64_t LBGRaw;
+    uint64_t LOffset_ns;
+    int LTSCorrection;
+    int LBGCorrection;
+    int LOSInMinusPS;
+    uint64_t CTCPrimeTriggerTime;
 };
 
 #endif
diff --git a/configfiles/LAPPDProcessedAna/ConfigPlot b/configfiles/LAPPDProcessedAna/ConfigPlot
index 60a9a15d8..ab05732bf 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPlot
+++ b/configfiles/LAPPDProcessedAna/ConfigPlot
@@ -76,12 +76,12 @@ ThresRecoInputWaveLabel BLsubtractedLAPPDData
 
 ThresRecoOutputPulseLabel LAPPDPulses
 ThresRecoOutputHitLabel LAPPDHits
-useMaxTime 1
+useMaxTime 1  # 1: use max bin as pulse time, 0: use gaus fit bin as pulse peak time
 #signalSpeedOnStrip 0.6667
 signalSpeedOnStrip 0.567 #1.69982/2.99792
 triggerBoardDelay 0
 loadPrintMRDinfo 1
-useRange -1   #set this to 0 for using pulse start time as the saved pulse time, 1 for high, -1 for using peak time
+useRange 0   #set this to 0 for using pulse start time as the saved pulse time, 1 for high, -1 for using peak time
 plusClockBit 0
 
 savePositionOnStrip 1
@@ -116,7 +116,7 @@ LAPPDPlotInputWaveLabel BLsubtractedLAPPDData
 #LAPPDPlotInputWaveLabel LAPPDWaveforms
 #LAPPDPlotInputWaveLabel AlignedLAPPDData
 #LAPPDPlotInputWaveLabel RawLAPPDData
-LAPPDPlotsVerbosity 5
+LAPPDPlotsVerbosity 0
 CanvasXSubPlotNumber 2
 CanvasYSubPlotNumber 2
 canvasMargin 0.1
diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
index e306132d2..472ab885f 100644
--- a/configfiles/LAPPDProcessedAna/Configs
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -8,7 +8,7 @@ NUM_VECTOR_METADATA 103 #Fixed META vector size
 LAPPDchannelOffset 1000
 NChannels 30
 
-LAPPDStoreReadInVerbosity 10
+LAPPDStoreReadInVerbosity 0
 
 mergingModeReadIn 0
 RawDataInputWavLabel RawWaveform
diff --git a/configfiles/LAPPDProcessedAna/ToolChainConfig b/configfiles/LAPPDProcessedAna/ToolChainConfig
index 15e9f5283..b94bec1c3 100644
--- a/configfiles/LAPPDProcessedAna/ToolChainConfig
+++ b/configfiles/LAPPDProcessedAna/ToolChainConfig
@@ -19,6 +19,6 @@ service_kick_sec -1
 Tools_File configfiles/LAPPDProcessedAna/ToolsConfig  ## list of tools to run and their config files
 
 ##### Run Type #####
-Inline 100 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
 Interactive 0 ## set to 1 if you want to run the code interactively
 
diff --git a/configfiles/LAPPDProcessedAna/list.txt b/configfiles/LAPPDProcessedAna/list.txt
index fa6752711..c202b69e1 100644
--- a/configfiles/LAPPDProcessedAna/list.txt
+++ b/configfiles/LAPPDProcessedAna/list.txt
@@ -1 +1,11 @@
-/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/FilteredAllLAPPDData
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4804
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4805
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4825
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4831
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4839
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4843
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4852
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4856
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4880
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4890
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4897

From c2b8735753a8820ae23bad053b60abe9b3aab854 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 24 Jun 2024 13:32:45 -0500
Subject: [PATCH 055/163] Update IFBeamDBInterfaceV2.cpp

Accidentally included the same verbose statement twice
---
 .../BeamFetcherV2/IFBeamDBInterfaceV2.cpp     | 36 -------------------
 1 file changed, 36 deletions(-)

diff --git a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
index 08b9b8e87..5c8724c55 100644
--- a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
+++ b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
@@ -314,42 +314,6 @@ IFBeamDBInterfaceV2::ParseDBResponseBundleSpan(const std::string& response) cons
   std::cout << "Total number of elements in retMap: " << total << std::endl;
   std::cout << "Size of retMap is " << retMap.size() << std::endl;
 
-
-  //check each timestamp in the retMap, to see if it have all the devices in the requiredDevices map keys, if yes, continue
-  //if not, create entry for that device at retMap[TS], use the data type from the value of requiredDevices
-  // use value as -9999, unit as doulbe, timestamp = TS
-  for (auto &ts : retMap) {
-    /*cout<<"size of this timestamp is "<<ts.second.size()<<endl;
-    //print all device name at this timestamp
-    for (auto &datapoint : ts.second) {
-      cout<<"device name is "<<datapoint.first<<endl;
-      datapoint.second.Print();
-    }*/
-
-    for (auto &dev : requiredDevices) {
-      if (ts.second.find(dev.first) == ts.second.end()) {
-          //cout<<" not finding device "<<dev.first<<" at time "<<ts.first<<endl;
-          ts.second[dev.first] = BeamDataPoint(-9999., dev.second, ts.first);
-      }
-    }
-  }
-
-  int totalAfter = 0;
-  for (auto &ts : retMap) {
-    totalAfter += ts.second.size();
-  }
-  std::cout << "After inserting, total number of elements in retMap: " << totalAfter << std::endl;
-  std::cout << "Size of retMap is " << retMap.size() << std::endl;
-  
-  //count the total number of elements in retMap times the number of elements in that element, print the total number
-  int total = 0;
-  for (auto &ts : retMap) {
-    total += ts.second.size();
-  }
-  std::cout << "Total number of elements in retMap: " << total << std::endl;
-  std::cout << "Size of retMap is " << retMap.size() << std::endl;
-
-
   //check each timestamp in the retMap, to see if it have all the devices in the requiredDevices map keys, if yes, continue
   //if not, create entry for that device at retMap[TS], use the data type from the value of requiredDevices
   // use value as -9999, unit as doulbe, timestamp = TS

From 1438ba1793cf88164d2ea6601e0d7376c9e09374 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 24 Jun 2024 13:33:43 -0500
Subject: [PATCH 056/163] Rename list.txt to my_files.txt

consistency for grid submissions (same .txt file)
---
 configfiles/EventBuilderV2/{list.txt => my_files.txt} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename configfiles/EventBuilderV2/{list.txt => my_files.txt} (100%)

diff --git a/configfiles/EventBuilderV2/list.txt b/configfiles/EventBuilderV2/my_files.txt
similarity index 100%
rename from configfiles/EventBuilderV2/list.txt
rename to configfiles/EventBuilderV2/my_files.txt

From 8ff9f62a04116a0a2d5e5028c3ed0c6eac636b91 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Mon, 24 Jun 2024 17:02:49 -0500
Subject: [PATCH 057/163] Add LAPPD pulse and hit information to
 PhaseeIITreeMaker

Add LAPPD tools to BeamClusterAnalysis tool chain

 Changes to be committed:
	modified:   UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
	modified:   UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
	modified:   UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
	modified:   configfiles/BeamClusterAnalysis/LoadANNIEEventConfig
	modified:   configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
	modified:   configfiles/BeamClusterAnalysis/ToolsConfig
	modified:   configfiles/BeamClusterAnalysis/my_inputs.txt
---
 .../BeamFetcherV2/IFBeamDBInterfaceV2.cpp     |  35 ---
 .../PhaseIITreeMaker/PhaseIITreeMaker.cpp     | 209 +++++++++++++++++-
 UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h |  31 +++
 .../BeamClusterAnalysis/LoadANNIEEventConfig  |   2 +-
 .../PhaseIITreeMakerConfig                    |   1 +
 configfiles/BeamClusterAnalysis/ToolsConfig   |   7 +
 configfiles/BeamClusterAnalysis/my_inputs.txt |  95 +-------
 7 files changed, 255 insertions(+), 125 deletions(-)

diff --git a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
index 08b9b8e87..5224d5d66 100644
--- a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
+++ b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
@@ -315,41 +315,6 @@ IFBeamDBInterfaceV2::ParseDBResponseBundleSpan(const std::string& response) cons
   std::cout << "Size of retMap is " << retMap.size() << std::endl;
 
 
-  //check each timestamp in the retMap, to see if it have all the devices in the requiredDevices map keys, if yes, continue
-  //if not, create entry for that device at retMap[TS], use the data type from the value of requiredDevices
-  // use value as -9999, unit as doulbe, timestamp = TS
-  for (auto &ts : retMap) {
-    /*cout<<"size of this timestamp is "<<ts.second.size()<<endl;
-    //print all device name at this timestamp
-    for (auto &datapoint : ts.second) {
-      cout<<"device name is "<<datapoint.first<<endl;
-      datapoint.second.Print();
-    }*/
-
-    for (auto &dev : requiredDevices) {
-      if (ts.second.find(dev.first) == ts.second.end()) {
-          //cout<<" not finding device "<<dev.first<<" at time "<<ts.first<<endl;
-          ts.second[dev.first] = BeamDataPoint(-9999., dev.second, ts.first);
-      }
-    }
-  }
-
-  int totalAfter = 0;
-  for (auto &ts : retMap) {
-    totalAfter += ts.second.size();
-  }
-  std::cout << "After inserting, total number of elements in retMap: " << totalAfter << std::endl;
-  std::cout << "Size of retMap is " << retMap.size() << std::endl;
-  
-  //count the total number of elements in retMap times the number of elements in that element, print the total number
-  int total = 0;
-  for (auto &ts : retMap) {
-    total += ts.second.size();
-  }
-  std::cout << "Total number of elements in retMap: " << total << std::endl;
-  std::cout << "Size of retMap is " << retMap.size() << std::endl;
-
-
   //check each timestamp in the retMap, to see if it have all the devices in the requiredDevices map keys, if yes, continue
   //if not, create entry for that device at retMap[TS], use the data type from the value of requiredDevices
   // use value as -9999, unit as doulbe, timestamp = TS
diff --git a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
index 34c597ed9..14cdfdc66 100644
--- a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
+++ b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.cpp
@@ -26,6 +26,7 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
   m_variables.Get("RecoDebug_fill", RecoDebug_fill);
   m_variables.Get("muonTruthRecoDiff_fill", muonTruthRecoDiff_fill);
   m_variables.Get("LAPPDData_fill", LAPPDData_fill);
+  m_variables.Get("LAPPDReco_fill", LAPPDReco_fill);
 
   m_variables.Get("SiPMPulseInfo_fill",SiPMPulseInfo_fill);
   m_variables.Get("TankClusterProcessing",TankClusterProcessing);
@@ -116,6 +117,32 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
 
       fPhaseIITankClusterTree->Branch("GroupedTriggerTime",&fGroupedTriggerTime);
       fPhaseIITankClusterTree->Branch("GroupedTriggerWord",&fGroupedTriggerWord);
+
+      if(LAPPDReco_fill)
+      {
+        fPhaseIITankClusterTree->Branch("LAPPD_PulseIDs",&fLAPPD_IDs);
+        fPhaseIITankClusterTree->Branch("LAPPD_ChannelID",&fChannelID);
+        fPhaseIITankClusterTree->Branch("LAPPD_PeakTime",&fPulsePeakTime);
+        fPhaseIITankClusterTree->Branch("LAPPD_PeakAmp",&fPulsePeakAmp);
+        fPhaseIITankClusterTree->Branch("LAPPD_Charge",&fPulseCharge);
+        fPhaseIITankClusterTree->Branch("LAPPD_PulseStart",&fPulseStart);
+        fPhaseIITankClusterTree->Branch("LAPPD_PulseEnd",&fPulseEnd);
+        fPhaseIITankClusterTree->Branch("LAPPD_PulseWidth",&fPulseWidth);
+        fPhaseIITankClusterTree->Branch("LAPPD_PulseSide",&fPulseSide);
+        fPhaseIITankClusterTree->Branch("LAPPD_PulseStripNum",&fPulseStripNum);
+
+        fPhaseIITankClusterTree->Branch("LAPPDID_Hit",&fLAPPDHit_IDs);
+        fPhaseIITankClusterTree->Branch("LAPPDHitChannel",&fLAPPDHitChannel);
+        fPhaseIITankClusterTree->Branch("LAPPDHitStrip",&fLAPPDHitStrip);
+        fPhaseIITankClusterTree->Branch("LAPPDHitTime",&fLAPPDHitTime);
+        fPhaseIITankClusterTree->Branch("LAPPDHitAmp",&fLAPPDHitAmp);
+        fPhaseIITankClusterTree->Branch("LAPPDHitParallelPos",&fLAPPDHitParallelPos);
+        fPhaseIITankClusterTree->Branch("LAPPDHitTransversePos",&fLAPPDHitTransversePos);
+        fPhaseIITankClusterTree->Branch("LAPPDHitP1StartTime",&fLAPPDHitP1StartTime);
+        fPhaseIITankClusterTree->Branch("LAPPDHitP2StartTime",&fLAPPDHitP2StartTime);
+        fPhaseIITankClusterTree->Branch("LAPPDHitP1EndTime",&fLAPPDHitP1EndTime);
+        fPhaseIITankClusterTree->Branch("LAPPDHitP2EndTime",&fLAPPDHitP2EndTime);
+      }
     } 
   } 
 
@@ -187,6 +214,33 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
 
       fPhaseIIMRDClusterTree->Branch("GroupedTriggerTime",&fGroupedTriggerTime);
       fPhaseIIMRDClusterTree->Branch("GroupedTriggerWord",&fGroupedTriggerWord);
+
+      if(LAPPDReco_fill)
+      {
+        fPhaseIIMRDClusterTree->Branch("LAPPD_PulseIDs",&fLAPPD_IDs);
+        fPhaseIIMRDClusterTree->Branch("LAPPD_ChannelID",&fChannelID);
+        fPhaseIIMRDClusterTree->Branch("LAPPD_PeakTime",&fPulsePeakTime);
+        fPhaseIIMRDClusterTree->Branch("LAPPD_PeakAmp",&fPulsePeakAmp);
+        fPhaseIIMRDClusterTree->Branch("LAPPD_Charge",&fPulseCharge);
+        fPhaseIIMRDClusterTree->Branch("LAPPD_PulseStart",&fPulseStart);
+        fPhaseIIMRDClusterTree->Branch("LAPPD_PulseEnd",&fPulseEnd);
+        fPhaseIIMRDClusterTree->Branch("LAPPD_PulseWidth",&fPulseWidth);
+        fPhaseIIMRDClusterTree->Branch("LAPPD_PulseSide",&fPulseSide);
+        fPhaseIIMRDClusterTree->Branch("LAPPD_PulseStripNum",&fPulseStripNum);
+
+        fPhaseIIMRDClusterTree->Branch("LAPPDID_Hit",&fLAPPDHit_IDs);
+        fPhaseIIMRDClusterTree->Branch("LAPPDHitChannel",&fLAPPDHitChannel);
+        fPhaseIIMRDClusterTree->Branch("LAPPDHitStrip",&fLAPPDHitStrip);
+        fPhaseIIMRDClusterTree->Branch("LAPPDHitTime",&fLAPPDHitTime);
+        fPhaseIIMRDClusterTree->Branch("LAPPDHitAmp",&fLAPPDHitAmp);
+        fPhaseIIMRDClusterTree->Branch("LAPPDHitParallelPos",&fLAPPDHitParallelPos);
+        fPhaseIIMRDClusterTree->Branch("LAPPDHitTransversePos",&fLAPPDHitTransversePos);
+        fPhaseIIMRDClusterTree->Branch("LAPPDHitP1StartTime",&fLAPPDHitP1StartTime);
+        fPhaseIIMRDClusterTree->Branch("LAPPDHitP2StartTime",&fLAPPDHitP2StartTime);
+        fPhaseIIMRDClusterTree->Branch("LAPPDHitP1EndTime",&fLAPPDHitP1EndTime);
+        fPhaseIIMRDClusterTree->Branch("LAPPDHitP2EndTime",&fLAPPDHitP2EndTime);
+      }
+
     } 
 
   }
@@ -439,6 +493,32 @@ bool PhaseIITreeMaker::Initialise(std::string configfile, DataModel &data){
 
       fPhaseIITrigTree->Branch("GroupedTriggerTime",&fGroupedTriggerTime);
       fPhaseIITrigTree->Branch("GroupedTriggerWord",&fGroupedTriggerWord);
+
+      if(LAPPDReco_fill)
+      {
+        fPhaseIITrigTree->Branch("LAPPD_PulseIDs",&fLAPPD_IDs);
+        fPhaseIITrigTree->Branch("LAPPD_ChannelID",&fChannelID);
+        fPhaseIITrigTree->Branch("LAPPD_PeakTime",&fPulsePeakTime);
+        fPhaseIITrigTree->Branch("LAPPD_PeakAmp",&fPulsePeakAmp);
+        fPhaseIITrigTree->Branch("LAPPD_Charge",&fPulseCharge);
+        fPhaseIITrigTree->Branch("LAPPD_PulseStart",&fPulseStart);
+        fPhaseIITrigTree->Branch("LAPPD_PulseEnd",&fPulseEnd);
+        fPhaseIITrigTree->Branch("LAPPD_PulseWidth",&fPulseWidth);
+        fPhaseIITrigTree->Branch("LAPPD_PulseSide",&fPulseSide);
+        fPhaseIITrigTree->Branch("LAPPD_PulseStripNum",&fPulseStripNum);
+
+        fPhaseIITrigTree->Branch("LAPPDID_Hit",&fLAPPDHit_IDs);
+        fPhaseIITrigTree->Branch("LAPPDHitChannel",&fLAPPDHitChannel);
+        fPhaseIITrigTree->Branch("LAPPDHitStrip",&fLAPPDHitStrip);
+        fPhaseIITrigTree->Branch("LAPPDHitTime",&fLAPPDHitTime);
+        fPhaseIITrigTree->Branch("LAPPDHitAmp",&fLAPPDHitAmp);
+        fPhaseIITrigTree->Branch("LAPPDHitParallelPos",&fLAPPDHitParallelPos);
+        fPhaseIITrigTree->Branch("LAPPDHitTransversePos",&fLAPPDHitTransversePos);
+        fPhaseIITrigTree->Branch("LAPPDHitP1StartTime",&fLAPPDHitP1StartTime);
+        fPhaseIITrigTree->Branch("LAPPDHitP2StartTime",&fLAPPDHitP2StartTime);
+        fPhaseIITrigTree->Branch("LAPPDHitP1EndTime",&fLAPPDHitP1EndTime);
+        fPhaseIITrigTree->Branch("LAPPDHitP2EndTime",&fLAPPDHitP2EndTime);
+      }
     } 
   }
   return true;
@@ -546,9 +626,10 @@ bool PhaseIITreeMaker::Execute(){
       m_data->Stores.at("ANNIEEvent")->Get("RunType",fRunType);
       m_data->Stores.at("ANNIEEvent")->Get("RunStartTime",fStartTime);
 
-      
+      uint64_t primaryTrigTime = 0;
+      m_data->Stores.at("ANNIEEvent")->Get("PrimaryTriggerTime", primaryTrigTime);
   
-      fStartTime_Tree = (ULong64_t) fStartTime;
+      fStartTime_Tree = (ULong64_t) primaryTrigTime;
       // ANNIE Event number
       m_data->Stores.at("ANNIEEvent")->Get("EventTimeTank",fEventTimeTank);
       fEventTimeTank_Tree = (ULong64_t) fEventTimeTank;
@@ -794,7 +875,9 @@ bool PhaseIITreeMaker::Execute(){
       m_data->Stores.at("ANNIEEvent")->Get("SubrunNumber",fSubrunNumber);
       m_data->Stores.at("ANNIEEvent")->Get("RunType",fRunType);
       m_data->Stores.at("ANNIEEvent")->Get("RunStartTime",fStartTime);
-      fStartTime_Tree = (ULong64_t) fStartTime;
+      uint64_t primaryTrigTime = 0;
+      m_data->Stores.at("ANNIEEvent")->Get("PrimaryTriggerTime", primaryTrigTime);
+      fStartTime_Tree = (ULong64_t) primaryTrigTime;
       m_data->Stores.at("ANNIEEvent")->Get("EventNumber",fEventNumber);
       m_data->Stores.at("ANNIEEvent")->Get("EventTimeTank",fEventTimeTank);
       fEventTimeTank_Tree = (ULong64_t) fEventTimeTank;
@@ -827,7 +910,9 @@ bool PhaseIITreeMaker::Execute(){
     m_data->Stores.at("ANNIEEvent")->Get("SubrunNumber",fSubrunNumber);
     m_data->Stores.at("ANNIEEvent")->Get("RunType",fRunType);
     m_data->Stores.at("ANNIEEvent")->Get("RunStartTime",fStartTime);
-    fStartTime_Tree = (ULong64_t) fStartTime;  
+      uint64_t primaryTrigTime = 0;
+      m_data->Stores.at("ANNIEEvent")->Get("PrimaryTriggerTime", primaryTrigTime);
+      fStartTime_Tree = (ULong64_t) primaryTrigTime;
 
     // ANNIE Event number
     m_data->Stores.at("ANNIEEvent")->Get("EventNumber",fEventNumber);
@@ -1163,6 +1248,33 @@ void PhaseIITreeMaker::ResetVariables() {
 
     fGroupedTriggerTime.clear();
     fGroupedTriggerWord.clear();
+
+    lappdPulses.clear();
+    lappdHits.clear();
+
+    fLAPPD_IDs.clear();
+    fChannelID.clear();
+    fPulsePeakTime.clear();
+    fPulseCharge.clear();
+    fPulsePeakAmp.clear();
+    fPulseStart.clear();
+    fPulseEnd.clear();
+    fPulseWidth.clear();
+    fPulseSide.clear();
+    fPulseStripNum.clear();
+
+    fLAPPDHit_IDs.clear();
+    fLAPPDHitChannel.clear();
+    fLAPPDHitStrip.clear();
+    fLAPPDHitTime.clear();
+    fLAPPDHitAmp.clear();
+    fLAPPDHitParallelPos.clear();
+    fLAPPDHitTransversePos.clear();
+    fLAPPDHitP1StartTime.clear();
+    fLAPPDHitP2StartTime.clear();
+    fLAPPDHitP1EndTime.clear();
+    fLAPPDHitP2EndTime.clear();
+
   }
 
 }
@@ -1997,6 +2109,93 @@ void PhaseIITreeMaker::LoadLAPPDData()
       FillLAPPDData();
       //print the content of fDataStreams, and the size of data map
       //cout<<"Found LAPPDData, LAPPDDataMap Size: "<<LAPPDDataMap.size()<<endl;
+      if(LAPPDReco_fill){
+      FillLAPPDPulse();
+      FillLAPPDHit();
+      }
+    }
+}
 
+void PhaseIITreeMaker::FillLAPPDPulse()
+{
+  bool gotPulse = m_data->Stores["ANNIEEvent"]->Get("LAPPDPulses", lappdPulses);
+  if(gotPulse)
+  {
+      
+    std::map<unsigned long, vector<vector<LAPPDPulse>>>::iterator it;
+    for (it = lappdPulses.begin(); it != lappdPulses.end(); it++)
+    {
+      int stripno = it->first;
+      vector<vector<LAPPDPulse>> stripPulses = it->second;
+
+      vector<LAPPDPulse> pulse0 = stripPulses.at(0);
+      vector<LAPPDPulse> pulse1 = stripPulses.at(1);
+      for (int i = 0; i < pulse0.size(); i++)
+      {
+        fPulseSide.push_back(0);
+        LAPPDPulse thisPulse = pulse0.at(i);
+        fLAPPD_IDs.push_back(thisPulse.GetTubeId());
+        fChannelID.push_back(thisPulse.GetChannelID());
+        fPulseStripNum.push_back(stripno);
+        fPulsePeakTime.push_back(thisPulse.GetTime());
+        fPulseCharge.push_back(thisPulse.GetCharge());
+        fPulsePeakAmp.push_back(thisPulse.GetPeak());
+        fPulseStart.push_back(thisPulse.GetLowRange());
+        fPulseEnd.push_back(thisPulse.GetHiRange());
+        fPulseWidth.push_back(thisPulse.GetHiRange() - thisPulse.GetLowRange());
+      }
+      for(int i = 0; i<pulse1.size();i++)
+      {
+        fPulseSide.push_back(1);
+        LAPPDPulse thisPulse = pulse1.at(i);
+        fLAPPD_IDs.push_back(thisPulse.GetTubeId());
+        fChannelID.push_back(thisPulse.GetChannelID());
+        fPulseStripNum.push_back(stripno);
+        fPulsePeakTime.push_back(thisPulse.GetTime());
+        fPulseCharge.push_back(thisPulse.GetCharge());
+        fPulsePeakAmp.push_back(thisPulse.GetPeak());
+        fPulseStart.push_back(thisPulse.GetLowRange());
+        fPulseEnd.push_back(thisPulse.GetHiRange());
+        fPulseWidth.push_back(thisPulse.GetHiRange() - thisPulse.GetLowRange());
+      }
+
+    }
+
+  }
+
+}
+
+
+void PhaseIITreeMaker::FillLAPPDHit(){
+  bool gotHit = m_data->Stores["ANNIEEvent"]->Get("LAPPDHits", lappdHits);
+
+  if(gotHit)
+  {
+  std::map<unsigned long, vector<LAPPDHit>>::iterator it;
+  for (it = lappdHits.begin(); it != lappdHits.end(); it++)
+  {
+    int stripno = it->first;
+    vector<LAPPDHit> stripHits = it->second;
+    for (int i = 0; i < stripHits.size(); i++)
+    {
+      LAPPDHit thisHit = stripHits.at(i);
+      fLAPPDHit_IDs.push_back(thisHit.GetTubeId());
+      fLAPPDHitStrip.push_back(stripno);
+      fLAPPDHitTime.push_back(thisHit.GetTime());
+      fLAPPDHitAmp.push_back(thisHit.GetCharge());
+      vector<double> position = thisHit.GetPosition();
+      /*
+      XPosTank = position.at(0);
+      YPosTank = position.at(1);
+      ZPosTank = position.at(2);*/
+      vector<double> localPosition = thisHit.GetLocalPosition();
+      fLAPPDHitParallelPos.push_back(localPosition.at(0));
+      fLAPPDHitTransversePos.push_back(localPosition.at(1));
+      fLAPPDHitP1StartTime.push_back(thisHit.GetPulse1StartTime());
+      fLAPPDHitP2StartTime.push_back(thisHit.GetPulse2StartTime());
+      fLAPPDHitP1EndTime.push_back(thisHit.GetPulse1LastTime());
+      fLAPPDHitP2EndTime.push_back(thisHit.GetPulse2LastTime());
     }
-}
\ No newline at end of file
+  }
+  }
+}
diff --git a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
index c3adca9ad..b26e8c9f1 100644
--- a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
+++ b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
@@ -22,6 +22,8 @@
 #include "TimeClass.h"
 #include "BeamStatus.h"
 #include "PsecData.h"
+#include "LAPPDPulse.h"
+#include "LAPPDHit.h"
 
 class PhaseIITreeMaker: public Tool {
 
@@ -54,6 +56,9 @@ class PhaseIITreeMaker: public Tool {
   void LoadLAPPDData();
   void FillLAPPDData();
 
+  void FillLAPPDHit();
+  void FillLAPPDPulse();
+
  private:
 
   //General variables
@@ -393,6 +398,32 @@ class PhaseIITreeMaker: public Tool {
   double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
 
 
+  bool LAPPDReco_fill = 0;
+  std::map<unsigned long, vector<vector<LAPPDPulse>>> lappdPulses;
+  std::map<unsigned long, vector<LAPPDHit>> lappdHits;
+
+  vector<int> fLAPPD_IDs;
+  vector<int> fChannelID;
+  vector<double> fPulsePeakTime;
+  vector<double> fPulseCharge;
+  vector<double> fPulsePeakAmp;
+  vector<double> fPulseStart;
+  vector<double> fPulseEnd;
+  vector<double> fPulseWidth;
+  vector<int> fPulseSide;
+  vector<int> fPulseStripNum;
+
+  vector<int> fLAPPDHit_IDs;
+  vector<int> fLAPPDHitChannel;
+  vector<int> fLAPPDHitStrip;
+  vector<double> fLAPPDHitTime;
+  vector<double> fLAPPDHitAmp;
+  vector<double> fLAPPDHitParallelPos;
+  vector<double> fLAPPDHitTransversePos;
+  vector<double> fLAPPDHitP1StartTime;
+  vector<double> fLAPPDHitP2StartTime;
+  vector<double> fLAPPDHitP1EndTime;
+  vector<double> fLAPPDHitP2EndTime;
 
 
 };
diff --git a/configfiles/BeamClusterAnalysis/LoadANNIEEventConfig b/configfiles/BeamClusterAnalysis/LoadANNIEEventConfig
index a26db8731..73ea107d7 100644
--- a/configfiles/BeamClusterAnalysis/LoadANNIEEventConfig
+++ b/configfiles/BeamClusterAnalysis/LoadANNIEEventConfig
@@ -1,4 +1,4 @@
-verbose 0
+verbose 1
 FileForListOfInputs ./configfiles/BeamClusterAnalysis/my_inputs.txt
 EventOffset 0
 GlobalEvNr 1
diff --git a/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig b/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
index 5afabc7ea..991caba81 100644
--- a/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
+++ b/configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
@@ -17,3 +17,4 @@ IsData 1
 HasGenie 0
 
 LAPPDData_fill 1
+LAPPDReco_fill 1
diff --git a/configfiles/BeamClusterAnalysis/ToolsConfig b/configfiles/BeamClusterAnalysis/ToolsConfig
index 021e2f2f6..98325bb76 100644
--- a/configfiles/BeamClusterAnalysis/ToolsConfig
+++ b/configfiles/BeamClusterAnalysis/ToolsConfig
@@ -7,4 +7,11 @@ myFindMrdTracks FindMrdTracks configfiles/BeamClusterAnalysis/FindMrdTracksConfi
 myClusterFinder ClusterFinder ./configfiles/BeamClusterAnalysis/ClusterFinderConfig
 myClusterClassifiers ClusterClassifiers ./configfiles/BeamClusterAnalysis/ClusterClassifiersConfig
 myEventSelector EventSelector ./configfiles/BeamClusterAnalysis/EventSelectorConfig
+
+LAPPDLoadStore LAPPDLoadStore configfiles/LAPPDProcessedAna/Configs
+LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDProcessedAna/ConfigStoreReadIn
+LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDProcessedAna/ConfigPreProcess
+LAPPDBaseline LAPPDBaseline configfiles/LAPPDProcessedAna/ConfigPreProcess
+LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot
+
 myPhaseIITreeMaker PhaseIITreeMaker ./configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
diff --git a/configfiles/BeamClusterAnalysis/my_inputs.txt b/configfiles/BeamClusterAnalysis/my_inputs.txt
index 030e62e88..302349a95 100644
--- a/configfiles/BeamClusterAnalysis/my_inputs.txt
+++ b/configfiles/BeamClusterAnalysis/my_inputs.txt
@@ -1,84 +1,11 @@
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p4
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p5
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p6
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p7
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p8
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p9
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p10
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p11
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p12
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p13
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p14
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p15
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p29
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p30
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p31
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p32
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p33
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p34
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p35
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p39
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p40
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p41
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p42
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p43
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p44
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p45
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p74
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p75
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p76
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p77
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p78
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p79
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p80
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p224
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p225
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p226
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p227
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p349
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p350
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p351
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p352
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p353
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p354
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p355
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p369
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p370
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p371
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p372
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p373
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p374
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p375
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p434
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p435
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p436
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p437
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p438
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p439
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p440
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p441
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p442
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p443
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p444
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p445
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p474
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p475
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p476
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p477
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p478
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p479
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p480
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p599
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p600
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p601
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p602
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p603
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p604
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p605
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p624
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p625
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p626
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p627
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p628
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p629
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4890/ProcessedData_PMTMRDLAPPD_R4890S0p630
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4804
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4805
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4825
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4831
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4839
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4843
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4852
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4856
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4880
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4890
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4897

From 006a88a22d564c59f9863be0ea65ffb256ca15dd Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Tue, 25 Jun 2024 11:27:24 -0500
Subject: [PATCH 058/163] Fix a bug in trigger data decoder about the verbosity
  Changes to be committed: 	modified:  
 UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp

---
 .../TriggerDataDecoder/TriggerDataDecoder.cpp | 26 +++----------------
 1 file changed, 4 insertions(+), 22 deletions(-)

diff --git a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
index c6391c11c..d0888da6b 100644
--- a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
+++ b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
@@ -60,15 +60,13 @@ bool TriggerDataDecoder::Initialise(std::string configfile, DataModel &data){
 bool TriggerDataDecoder::Execute(){
 
   if (mode == "EventBuilding"){
-
-processed_sources.clear();
-processed_ns.clear();
-
     m_data->CStore.Set("NewCTCDataAvailable",false);
     bool PauseCTCDecoding = false;
     m_data->CStore.Get("PauseCTCDecoding",PauseCTCDecoding);
-    if (PauseCTCDecoding && verbosity > 0){
-      std::cout << "TriggerDataDecoder tool: Pausing trigger decoding to let Tank and MRD data catch up..." << std::endl;
+    if (PauseCTCDecoding)
+      if(verbosity > 0){
+        std::cout << "TriggerDataDecoder tool: Pausing trigger decoding to let Tank and MRD data catch up..." << std::endl;
+      }
       return true;
     }
     //Clear decoding maps if a new run/subrun is encountered
@@ -212,22 +210,6 @@ bool TriggerDataDecoder::Finalise(){
     StoreC1C2.Set("c2",c2);
     StoreC1C2.Save(storec1c2.c_str());
   }*/
-  ofstream trigDebug;
-  trigDebug.open("TrigDecoderDebug.txt");
-  int i = 0;
-  for (auto it = TimeToTriggerWordMapComplete->begin(); it != TimeToTriggerWordMapComplete->end(); ++it)
-  {
-    if (i > 10000)
-      break;
-    trigDebug << it->first << " ";
-    for (auto trig = it->second.begin(); trig != it->second.end(); ++trig)
-    {
-      trigDebug << *trig << " ";
-    }
-    trigDebug << endl;
-    i++;
-  }
-  trigDebug.close();
 
   return true;
 }

From 8e9a68183d153c7ad3cf84635e81a3b1dea208af Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Tue, 25 Jun 2024 11:34:56 -0500
Subject: [PATCH 059/163] Update TriggerDataDecoder.cpp

Verbosity was accidentally a condition on pausing the decoding - this caused the toolchain to dramatically slow down if verbose = 0
---
 UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
index c6391c11c..b17aa26b8 100644
--- a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
+++ b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
@@ -67,8 +67,8 @@ processed_ns.clear();
     m_data->CStore.Set("NewCTCDataAvailable",false);
     bool PauseCTCDecoding = false;
     m_data->CStore.Get("PauseCTCDecoding",PauseCTCDecoding);
-    if (PauseCTCDecoding && verbosity > 0){
-      std::cout << "TriggerDataDecoder tool: Pausing trigger decoding to let Tank and MRD data catch up..." << std::endl;
+    if (PauseCTCDecoding){
+      if(verbosity>0) std::cout << "TriggerDataDecoder tool: Pausing trigger decoding to let Tank and MRD data catch up..." << std::endl;
       return true;
     }
     //Clear decoding maps if a new run/subrun is encountered

From 8c8e82ee0b1990403fabb8e7079ad0b5c34cee7a Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Tue, 25 Jun 2024 11:37:15 -0500
Subject: [PATCH 060/163] fix bug again

 Changes to be committed:
	modified:   UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
---
 .../TriggerDataDecoder/TriggerDataDecoder.cpp | 28 ++++++++++++++++---
 1 file changed, 24 insertions(+), 4 deletions(-)

diff --git a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
index d0888da6b..435f5bf3e 100644
--- a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
+++ b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
@@ -60,13 +60,17 @@ bool TriggerDataDecoder::Initialise(std::string configfile, DataModel &data){
 bool TriggerDataDecoder::Execute(){
 
   if (mode == "EventBuilding"){
+
+processed_sources.clear();
+processed_ns.clear();
+
     m_data->CStore.Set("NewCTCDataAvailable",false);
     bool PauseCTCDecoding = false;
     m_data->CStore.Get("PauseCTCDecoding",PauseCTCDecoding);
-    if (PauseCTCDecoding)
-      if(verbosity > 0){
-        std::cout << "TriggerDataDecoder tool: Pausing trigger decoding to let Tank and MRD data catch up..." << std::endl;
-      }
+    if (PauseCTCDecoding ){
+	    if(verbosity > 0){
+      std::cout << "TriggerDataDecoder tool: Pausing trigger decoding to let Tank and MRD data catch up..." << std::endl;
+	    }
       return true;
     }
     //Clear decoding maps if a new run/subrun is encountered
@@ -210,6 +214,22 @@ bool TriggerDataDecoder::Finalise(){
     StoreC1C2.Set("c2",c2);
     StoreC1C2.Save(storec1c2.c_str());
   }*/
+  ofstream trigDebug;
+  trigDebug.open("TrigDecoderDebug.txt");
+  int i = 0;
+  for (auto it = TimeToTriggerWordMapComplete->begin(); it != TimeToTriggerWordMapComplete->end(); ++it)
+  {
+    if (i > 10000)
+      break;
+    trigDebug << it->first << " ";
+    for (auto trig = it->second.begin(); trig != it->second.end(); ++trig)
+    {
+      trigDebug << *trig << " ";
+    }
+    trigDebug << endl;
+    i++;
+  }
+  trigDebug.close();
 
   return true;
 }

From 700fae936691ffabab5864c8cba6f3e3b318bcd5 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Tue, 25 Jun 2024 12:36:44 -0500
Subject: [PATCH 061/163] Update EBLoadRawConfig

---
 configfiles/EventBuilderV2/EBLoadRawConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/EventBuilderV2/EBLoadRawConfig b/configfiles/EventBuilderV2/EBLoadRawConfig
index 4f5af443e..083ae9111 100644
--- a/configfiles/EventBuilderV2/EBLoadRawConfig
+++ b/configfiles/EventBuilderV2/EBLoadRawConfig
@@ -1,7 +1,7 @@
 verbosityEBLoadRaw 2
 ReadTriggerOverlap 1
 
-InputFile ./configfiles/EventBuilderV2/list.txt
+InputFile ./configfiles/EventBuilderV2/my_files.txt
 
 LoadPMT 1
 LoadMRD 1

From 162c8957779014b63856da94c32e28e02b39ba7c Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Tue, 25 Jun 2024 12:37:08 -0500
Subject: [PATCH 062/163] Update EBSaverConfig

Changed to reflect the output file created from the BeamFetcherV2 tool
---
 configfiles/EventBuilderV2/EBSaverConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/EventBuilderV2/EBSaverConfig b/configfiles/EventBuilderV2/EBSaverConfig
index 781d748e2..7cf77b14f 100644
--- a/configfiles/EventBuilderV2/EBSaverConfig
+++ b/configfiles/EventBuilderV2/EBSaverConfig
@@ -7,4 +7,4 @@ saveLAPPD 1
 saveRunInfo 1
 saveBeamInfo 1
 
-beamInfoFileName BeamInfo.root
+beamInfoFileName beamfetcher_tree.root

From 8862a8c7aa2680103c22c4757f8d099a99ad4e65 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Tue, 25 Jun 2024 14:45:08 -0500
Subject: [PATCH 063/163] Update CreateMyList.sh

added hard coded raw data path so that users can simply supply the run number and it will find the part files
---
 configfiles/PreProcessTrigOverlap/CreateMyList.sh | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/configfiles/PreProcessTrigOverlap/CreateMyList.sh b/configfiles/PreProcessTrigOverlap/CreateMyList.sh
index e72ac51a6..04e1aa7a5 100755
--- a/configfiles/PreProcessTrigOverlap/CreateMyList.sh
+++ b/configfiles/PreProcessTrigOverlap/CreateMyList.sh
@@ -1,17 +1,19 @@
 if [ "$#" -ne 2 ]; then
-      echo "Usage: ./CreateMyList.sh DIR RUN"
-      echo "Specified input variable must contain the directory where the files are stored, second variable run number"
+      echo "Usage: ./CreateMyList.sh RUN"
+      echo "Specified input variable must contain the run number"
       exit 1
 fi
 
-FILEDIR=$1
-RUN=$2
+RUN=$1
+DIR=/pnfs/annie/persistent/raw/raw/
 
 NUMFILES=$(ls -1q ${FILEDIR}/RAWDataR${RUN}* | wc -l)
 
 echo "NUMBER OF FILES IN ${FILEDIR}: ${NUMFILES}"
 
+rm my_files.txt
+
 for p in $(seq 0 $(($NUMFILES -1 )))
 do
-	echo "${FILEDIR}/RAWDataR${RUN}S0p${p}" >> my_files.txt
+	echo "${DIR}${RUN}/RAWDataR${RUN}S0p${p}" >> my_files.txt
 done

From 4b71db52b309c188893686c41f232c66cab47635 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Tue, 25 Jun 2024 17:55:38 -0500
Subject: [PATCH 064/163] debug for LAPPDLoad Raw and Plot after adding LoadMap
 functions

 Changes to be committed:
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
	modified:   UserTools/LAPPDPlots/LAPPDPlots.cpp
	modified:   UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
	modified:   UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
	modified:   configfiles/EventBuilderV2/EBLoadRawConfig
	modified:   configfiles/EventBuilderV2/EBTriggerGrouperConfig
	modified:   configfiles/EventBuilderV2/TriggerDataDecoderConfig
	modified:   configfiles/EventBuilderV2/my_files.txt
	modified:   configfiles/LAPPDProcessedAna/ConfigPlot
	modified:   configfiles/LAPPDProcessedAna/ToolChainConfig
	modified:   configfiles/LAPPDProcessedAna/ToolsConfig
	modified:   configfiles/LAPPDRaw/ConfigPlot
	modified:   configfiles/LAPPDRaw/ConfigStoreReadIn
	modified:   configfiles/LAPPDRaw/ToolsConfig
	modified:   configfiles/LAPPDRaw/list.txt
	modified:   configfiles/LoadGeometry/LAPPDGeometry.csv
---
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   |   37 +-
 UserTools/LAPPDPlots/LAPPDPlots.cpp           |   69 +-
 .../LAPPDStoreReorder/LAPPDStoreReorder.cpp   |   43 +-
 .../LAPPDTimeAlignment/LAPPDTimeAlignment.cpp |   38 +-
 configfiles/EventBuilderV2/EBLoadRawConfig    |    2 +-
 .../EventBuilderV2/EBTriggerGrouperConfig     |    2 +-
 .../EventBuilderV2/TriggerDataDecoderConfig   |    2 +-
 configfiles/EventBuilderV2/my_files.txt       |    4 +-
 configfiles/LAPPDProcessedAna/ConfigPlot      |    2 +-
 configfiles/LAPPDProcessedAna/ToolChainConfig |    2 +-
 configfiles/LAPPDProcessedAna/ToolsConfig     |    2 +-
 configfiles/LAPPDRaw/ConfigPlot               |    1 +
 configfiles/LAPPDRaw/ConfigStoreReadIn        |    2 +-
 configfiles/LAPPDRaw/ToolsConfig              |    3 +-
 configfiles/LAPPDRaw/list.txt                 |  715 +---
 configfiles/LoadGeometry/LAPPDGeometry.csv    | 2890 ++++++++---------
 16 files changed, 1583 insertions(+), 2231 deletions(-)

diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index f386be6f5..7bac3bf63 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -266,6 +266,15 @@ bool LAPPDLoadStore::Execute()
         // save some timestamps relate to this event, for later using
         SaveTimeStamps();
 
+        vector<int> ReadedBoards;
+        vector<int> ACDCReadedLAPPDID;
+        for (auto it = ReadBoards.begin(); it != ReadBoards.end(); it++)
+        {
+            ReadedBoards.push_back(*it);
+            ACDCReadedLAPPDID.push_back(LAPPD_ID);
+            // cout << "ReadedBoards loaded with " << *it << endl;
+        }
+
         if (LAPPDStoreReadInVerbosity > 0)
             cout << "*************************END LAPPDStoreReadIn************************************" << endl;
         m_data->CStore.Set("LAPPD_ID", LAPPD_ID);
@@ -276,6 +285,8 @@ bool LAPPDLoadStore::Execute()
         m_data->Stores["ANNIEEvent"]->Set("ACDCboards", ReadBoards);
         m_data->Stores["ANNIEEvent"]->Set("SortedBoards", ParaBoards);
         m_data->Stores["ANNIEEvent"]->Set("TriggerChannelBase", TrigChannel);
+        m_data->Stores["ANNIEEvent"]->Set("ACDCReadedLAPPDID", ACDCReadedLAPPDID);
+        m_data->Stores["ANNIEEvent"]->Set("ReadedBoards", ReadedBoards);
 
         m_data->CStore.Set("NewLAPPDDataAvailable", true);
         if (LAPPDStoreReadInVerbosity > 11)
@@ -345,7 +356,7 @@ bool LAPPDLoadStore::Execute()
             {
                 ReadedBoards.push_back(*it);
                 ACDCReadedLAPPDID.push_back(LAPPD_ID);
-                //cout << "ReadedBoards loaded with " << *it << endl;
+                // cout << "ReadedBoards loaded with " << *it << endl;
             }
 
             int frametype = static_cast<int>(Raw_buffer.size() / ReadBoards.size());
@@ -448,7 +459,7 @@ bool LAPPDLoadStore::Execute()
         }
     }
 
-    if(LAPPDStoreReadInVerbosity>0)
+    if (LAPPDStoreReadInVerbosity > 0)
         cout << "LAPPDLoadStore: Finished loading LAPPD data" << endl;
 
     return true;
@@ -712,7 +723,8 @@ int LAPPDLoadStore::getParsedData(std::vector<unsigned short> buffer, int ch_sta
             if (InfoWord.size() == NUM_SAMP)
             {
                 data.insert(pair<int, vector<unsigned short>>(ch_start + channel_count, InfoWord));
-                if(LAPPDStoreReadInVerbosity>5) cout << "inserted data to channel " << ch_start + channel_count << endl;
+                if (LAPPDStoreReadInVerbosity > 5)
+                    cout << "inserted data to channel " << ch_start + channel_count << endl;
                 InfoWord.clear();
                 channel_count++;
             }
@@ -1077,7 +1089,8 @@ bool LAPPDLoadStore::ParsePSECData()
 
 bool LAPPDLoadStore::DoPedestalSubtract()
 {
-    if(LAPPDStoreReadInVerbosity>0) cout << "LAPPDLoadStore::DoPedestalSubtract()" << endl;
+    if (LAPPDStoreReadInVerbosity > 0)
+        cout << "LAPPDLoadStore::DoPedestalSubtract()" << endl;
     Waveform<double> tmpWave;
     vector<Waveform<double>> VecTmpWave;
     int pedval, val;
@@ -1101,16 +1114,16 @@ bool LAPPDLoadStore::DoPedestalSubtract()
     for (std::map<int, vector<unsigned short>>::iterator it = data.begin(); it != data.end(); ++it) // looping over the data map by channel number, from 0 to 60
     {
         int wrongPedChannel = 0;
-        if(LAPPDStoreReadInVerbosity>5)
-            cout<<"Do Pedestal sub at Channel "<<it->first;
-        
+        if (LAPPDStoreReadInVerbosity > 5)
+            cout << "Do Pedestal sub at Channel " << it->first;
+
         for (int kvec = 0; kvec < it->second.size(); kvec++)
         { // loop all data point in this channel
             if (DoPedSubtract == 1)
             {
                 auto iter = PedestalValues->find((it->first));
-                if(kvec==0 && LAPPDStoreReadInVerbosity>5)
-                    cout<<std::fixed<<", found PedestalValues for channel "<<it->first<<" with value = "<<iter->second.at(0);
+                if (kvec == 0 && LAPPDStoreReadInVerbosity > 5)
+                    cout << std::fixed << ", found PedestalValues for channel " << it->first << " with value = " << iter->second.at(0);
                 if (iter != PedestalValues->end() && iter->second.size() > kvec)
                 {
                     pedval = iter->second.at(kvec);
@@ -1127,8 +1140,8 @@ bool LAPPDLoadStore::DoPedestalSubtract()
             }
             val = it->second.at(kvec);
             tmpWave.PushSample(0.3 * (double)(val - pedval));
-            if(LAPPDStoreReadInVerbosity>5 && kvec<10)
-                cout<<", "<<val<<"-"<<pedval<<"="<<0.3 * (double)(val - pedval);
+            if (LAPPDStoreReadInVerbosity > 5 && kvec < 10)
+                cout << ", " << val << "-" << pedval << "=" << 0.3 * (double)(val - pedval);
         }
         if (wrongPedChannel != 0)
             cout << "Pedestal value not found for channel " << wrongPedChannel << "with it->first channel" << it->first << ", LAPPD channel shift " << LAPPD_ID * 60 << endl;
@@ -1137,7 +1150,7 @@ bool LAPPDLoadStore::DoPedestalSubtract()
 
         unsigned long pushChannelNo = (unsigned long)it->first;
         LAPPDWaveforms.insert(pair<unsigned long, vector<Waveform<double>>>(pushChannelNo, VecTmpWave));
-        //cout<<", Pushed to LAPPDWaveforms with channel number "<<pushChannelNo<<endl;
+        // cout<<", Pushed to LAPPDWaveforms with channel number "<<pushChannelNo<<endl;
 
         tmpWave.ClearSamples();
         VecTmpWave.clear();
diff --git a/UserTools/LAPPDPlots/LAPPDPlots.cpp b/UserTools/LAPPDPlots/LAPPDPlots.cpp
index 8d5272722..6bd7d81fb 100644
--- a/UserTools/LAPPDPlots/LAPPDPlots.cpp
+++ b/UserTools/LAPPDPlots/LAPPDPlots.cpp
@@ -101,14 +101,10 @@ bool LAPPDPlots::Execute()
   m_data->Stores["ANNIEEvent"]->Get("ACDCReadedLAPPDID", ACDCReadedLAPPDID);
   m_data->Stores["ANNIEEvent"]->Get("LAPPD_IDs", LAPPD_IDs);
 
-  // if (ACDCReadedLAPPDID.size() > 2)
-  //{
-  // CanvasXSubPlotNumber = static_cast<int>(ACDCReadedLAPPDID.size());
-  // CanvasXSubPlotNumber = max element of ACDCReadedLAPPDID minus min element of ACDCReadedLAPPDID + 1
-  CanvasXSubPlotNumber = *max_element(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end()) - *min_element(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end()) + 1;
+  if (LoadLAPPDMap)
+    CanvasXSubPlotNumber = *max_element(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end()) - *min_element(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end()) + 1;
   CanvasXSubPlotNumber = CanvasXSubPlotNumber * 2;
   CanvasTotalSubPlotNumber = CanvasXSubPlotNumber * CanvasYSubPlotNumber;
-  //}
 
   c->Clear();
   c->Divide(CanvasXSubPlotNumber, CanvasYSubPlotNumber);
@@ -129,19 +125,26 @@ bool LAPPDPlots::Execute()
     for (auto i : ReadBoards)
       cout << i << " ";
     cout << endl;
-
-    cout << "ACDCReadedLAPPDID size = " << ACDCReadedLAPPDID.size() << ": ";
-    for (auto i : ACDCReadedLAPPDID)
-      cout << i << " ";
-    cout << endl;
+    if (LoadLAPPDMap)
+    {
+      cout << "ACDCReadedLAPPDID size = " << ACDCReadedLAPPDID.size() << ": ";
+      for (auto i : ACDCReadedLAPPDID)
+        cout << i << " ";
+      cout << endl;
+    }
   }
-  vector<int> drawPositions = ACDCReadedLAPPDID;
-  int minID = *min_element(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end());
-  for (int i = 0; i < drawPositions.size(); i++)
+
+  vector<int> drawPositions = ReadBoards;
+  if (LoadLAPPDMap)
   {
-    drawPositions.at(i) = (drawPositions.at(i) - minID) * 2 + 1;
-    if (i % 2 == 1)
-      drawPositions.at(i) = drawPositions.at(i) + 1;
+    vector<int> drawPositions = ACDCReadedLAPPDID;
+    int minID = *min_element(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end());
+    for (int i = 0; i < drawPositions.size(); i++)
+    {
+      drawPositions.at(i) = (drawPositions.at(i) - minID) * 2 + 1;
+      if (i % 2 == 1)
+        drawPositions.at(i) = drawPositions.at(i) + 1;
+    }
   }
   if (LAPPDPlotsVerbosity > 0)
   {
@@ -151,12 +154,17 @@ bool LAPPDPlots::Execute()
     cout << endl;
   }
 
-  vector<int> drawBoardID = ACDCReadedLAPPDID;
-  for (int i = 0; i < drawBoardID.size(); i++)
+  vector<int> drawBoardID = ReadBoards;
+
+  if (LoadLAPPDMap)
   {
-    drawBoardID.at(i) = drawBoardID.at(i) * 2;
-    if (i % 2 == 1)
-      drawBoardID.at(i) = (drawBoardID.at(i) + 1);
+    drawBoardID = ACDCReadedLAPPDID;
+    for (int i = 0; i < drawBoardID.size(); i++)
+    {
+      drawBoardID.at(i) = drawBoardID.at(i) * 2;
+      if (i % 2 == 1)
+        drawBoardID.at(i) = (drawBoardID.at(i) + 1);
+    }
   }
   if (LAPPDPlotsVerbosity > 0)
   {
@@ -164,15 +172,18 @@ bool LAPPDPlots::Execute()
     for (auto i : drawBoardID)
       cout << i << " ";
     cout << endl;
-
     cout << "LAPPDPlots execute with data " << LAPPDPlotInputWaveLabel << ", got data " << gotdata << ", data size " << lappddata.size() << ", Board IDs size " << ReadBoards.size() << ", (single) ID " << LAPPD_ID << endl;
   }
+
   if (DrawEventWaveform)
   {
     vector<int> DrawPosition = {Side0EventWaveformDrawPosition, Side1EventWaveformDrawPosition};
-    if (ACDCReadedLAPPDID.size() > DrawPosition.size())
+    if (LoadLAPPDMap)
     {
-      DrawPosition = drawPositions;
+      if (ACDCReadedLAPPDID.size() > DrawPosition.size())
+      {
+        DrawPosition = drawPositions;
+      }
     }
     for (int i = 0; i < drawBoardID.size(); i++)
     {
@@ -187,7 +198,9 @@ bool LAPPDPlots::Execute()
       if (LAPPDPlotsVerbosity > 0)
         cout << "Drawing board " << drawBoardID[i] << " at canvas position " << drawPosition << " start" << endl;
       std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(drawBoardID[i]);
-      TString HistoName = "Event" + TString::Itoa(eventNumber, 10) + "_B" + drawBoardID[i] + "_ID" + ACDCReadedLAPPDID[i];
+      TString HistoName = "Event" + TString::Itoa(eventNumber, 10) + "_B" + drawBoardID[i] + "_ID";
+      if (LoadLAPPDMap)
+        HistoName += ACDCReadedLAPPDID[i];
       // convert BGTiming to string and add to HistoName
       // if (OnlyDrawInBeamWindow)
       HistoName += "_BG" + TString::Itoa(BGTiming, 10);
@@ -272,7 +285,9 @@ bool LAPPDPlots::Execute()
       if (LAPPDPlotsVerbosity > 0)
         cout << "Drawing board " << drawBoardID[i] << " at position " << DrawPositionBinHist[i] << " start" << endl;
       std::map<unsigned long, vector<Waveform<double>>> boarddata = GetDataForBoard(drawBoardID[i]);
-      TString HistoName = "Event" + TString::Itoa(eventNumber, 10) + "_Bin_B" + drawBoardID[i] + "_ID" + ACDCReadedLAPPDID[i];
+      TString HistoName = "Event" + TString::Itoa(eventNumber, 10) + "_Bin_B" + drawBoardID[i] + "_ID";
+      if (LoadLAPPDMap)
+        HistoName += ACDCReadedLAPPDID[i];
       // convert BGTiming to string and add to HistoName
       // if (OnlyDrawInBeamWindow)
       HistoName += "_BG" + TString::Itoa(BGTiming, 10);
diff --git a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
index f09f8c615..c9dccae76 100644
--- a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
+++ b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
@@ -57,9 +57,9 @@ bool LAPPDStoreReorder::Execute()
     m_data->Stores["ANNIEEvent"]->Set(OutputWavLabel, reordereddata);
 
     if (LAPPDReorderVerbosityLevel > 1)
-        {
-            cout<<"LAPPDStoreReorder, reordered data size is "<<reordereddata.size()<<endl;
-        }
+    {
+        cout << "LAPPDStoreReorder, reordered data size is " << reordereddata.size() << endl;
+    }
 
     if (LAPPDReorderVerbosityLevel > 3)
         cout << "LAPPDStoreReorder::Execute() done" << endl;
@@ -91,9 +91,10 @@ bool LAPPDStoreReorder::DoReorder()
     {
         Smeta26.push_back(acdcmetadata.at((meta26 * NUM_VECTOR_METADATA) + 10));
         if (LAPPDReorderVerbosityLevel > 1)
-            {cout << "Metaword entry " << meta26 << " is " << Smeta26[meta26] << endl;
-            cout<<"pushed meta26 = "<< meta26<<", with value at "<<(meta26 * NUM_VECTOR_METADATA) + 10<<" is "<<acdcmetadata.at((meta26 * NUM_VECTOR_METADATA) + 10)<<endl;
-            }
+        {
+            cout << "Metaword entry " << meta26 << " is " << Smeta26[meta26] << endl;
+            cout << "pushed meta26 = " << meta26 << ", with value at " << (meta26 * NUM_VECTOR_METADATA) + 10 << " is " << acdcmetadata.at((meta26 * NUM_VECTOR_METADATA) + 10) << endl;
+        }
     }
     if (LAPPDReorderVerbosityLevel > 2)
         cout << "REORDER TIME!!!!   " << acdcmetadata.size() << " " << acdcmetadata.at(10) << " " << acdcmetadata.at(102) << " lappd data size is " << lappddata.size() << ", reordereddata size is " << reordereddata.size() << endl;
@@ -117,11 +118,23 @@ bool LAPPDStoreReorder::DoReorder()
         int switchbit = 0;
         // Get the current board and the respective meta word
         int bi = (int)channelno / 30;
-        int LAPPDID = static_cast<int>((channelno%1000)/60);
-        int beginningBoardIDofThisLAPPDID = NReadBoards.at(std::distance(ACDCReadedLAPPDID.begin(), std::find(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end(), LAPPDID)));
-        if(LoadLAPPDMap)
+        int LAPPDID = static_cast<int>((channelno % 1000) / 60);
+      //  if (LoadLAPPDMap)
+       // {
+            int beginningBoardIDofThisLAPPDID = NReadBoards.at(std::distance(ACDCReadedLAPPDID.begin(), std::find(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end(), LAPPDID)));
+            bi = beginningBoardIDofThisLAPPDID + bi % 2;
+       // }else{
+       //     bi = bi%2;
+      //  }
+        if(LAPPDReorderVerbosityLevel>5)
         {
-            bi = beginningBoardIDofThisLAPPDID + bi%2;
+            //print the elements in NReadBoards, print LAPPDID;
+            cout << "NReadBoards size is " << NReadBoards.size() << endl;
+            for(int i = 0; i < NReadBoards.size(); i++)
+            {
+                cout << "NReadBoards[" << i << "] = " << NReadBoards[i] << endl;
+            }
+            cout << "LAPPDID = " << LAPPDID << endl;
         }
         unsigned short switchword = Smeta26[std::distance(NReadBoards.begin(), std::find(NReadBoards.begin(), NReadBoards.end(), bi))];
         // Smeta26, 0 or 1, so switchword is the first timestmap or the second
@@ -156,7 +169,7 @@ bool LAPPDStoreReorder::DoReorder()
                 if (ibin > 255)
                     ibin = ibin - 255;
                 double nsamp = rwav.GetSamples()->at(ibin);
-                //cout << "ibin before shift is " << j << " value is " << rwav.GetSamples()->at(j) << ", after shift is " << ibin << " value is " << nsamp << endl;
+                // cout << "ibin before shift is " << j << " value is " << rwav.GetSamples()->at(j) << ", after shift is " << ibin << " value is " << nsamp << endl;
                 rwavCorr.PushSample(nsamp);
             }
 
@@ -164,12 +177,12 @@ bool LAPPDStoreReorder::DoReorder()
         }
 
         reordereddata.insert(pair<unsigned long, vector<Waveform<double>>>(LAPPDchannelOffset + channelno, Vrwav));
-        if(LAPPDReorderVerbosityLevel>2)
-            cout<<"inserted channelno: "<<LAPPDchannelOffset + channelno<<", current reorded data size is "<<reordereddata.size()<<endl;
+        if (LAPPDReorderVerbosityLevel > 2)
+            cout << "inserted channelno: " << LAPPDchannelOffset + channelno << ", current reorded data size is " << reordereddata.size() << endl;
     }
-    if(LAPPDReorderVerbosityLevel>1)
+    if (LAPPDReorderVerbosityLevel > 1)
     {
-        cout<<"LAPPDStoreReorder, reordered data size is "<<reordereddata.size()<<endl;
+        cout << "LAPPDStoreReorder, reordered data size is " << reordereddata.size() << endl;
     }
 
     return true;
diff --git a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
index 8df0890d4..a6f7dee7b 100644
--- a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
+++ b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
@@ -41,6 +41,10 @@ bool LAPPDTimeAlignment::Initialise(std::string configfile, DataModel &data)
 
 bool LAPPDTimeAlignment::Execute()
 {
+  bool LAPPDana = false;
+  m_data->CStore.Get("LAPPDana", LAPPDana);
+  if (!LAPPDana)
+    return true;
 
   oldLaser = 0;
   m_data->Stores["ANNIEEvent"]->Get("oldLaser", oldLaser);
@@ -82,7 +86,7 @@ bool LAPPDTimeAlignment::Execute()
   vector<int> ACDCReadedLAPPDID;
   m_data->Stores["ANNIEEvent"]->Get("ACDCReadedLAPPDID", ACDCReadedLAPPDID);
 
-  //print NReadBoards
+  // print NReadBoards
   if (FindT0VerbosityLevel > 0)
   {
     cout << "NReadBoards: ";
@@ -93,7 +97,7 @@ bool LAPPDTimeAlignment::Execute()
     cout << endl;
   }
   // print ACDCReadedLAPPDID
-  if (FindT0VerbosityLevel > 0)
+  if (FindT0VerbosityLevel > 0 && LoadLAPPDMap)
   {
     cout << "ACDCReadedLAPPDID: ";
     for (int i = 0; i < ACDCReadedLAPPDID.size(); i++)
@@ -108,12 +112,14 @@ bool LAPPDTimeAlignment::Execute()
   for (int i = 0; i < NReadBoards.size(); i++)
   {
     int bi = NReadBoards.at(i);
-    int thisLAPPDID = ACDCReadedLAPPDID.at(i);
 
-    //TrigChannel is 5;
+    int thisLAPPDID = 0;
+
+    // TrigChannel is 5;
     T0channelNo = LAPPDchannelOffset + (30 * bi) + TrigChannel;
     if (LoadLAPPDMap)
     {
+      thisLAPPDID = ACDCReadedLAPPDID.at(i);
       T0channelNo = 1000 + (30 * (bi % 2)) + 60 * thisLAPPDID + TrigChannel;
     }
 
@@ -122,8 +128,17 @@ bool LAPPDTimeAlignment::Execute()
 
     if (FindT0VerbosityLevel > 0)
       cout << "In LAPPDTimeAlignment, T0 channel:" << T0channelNo << " , InputWavlabel: " << InputWavLabel << " , LAPPDdata.size()=" << lappddata.size() << endl;
+    bool channelthere = lappddata.count((unsigned long)T0channelNo);
     if (FindT0VerbosityLevel > 1)
-      cout << "is the channel there? " << lappddata.count((unsigned long)T0channelNo) << endl;
+      cout << "is the channel there? " << channelthere << endl;
+    if (!channelthere)
+    {
+      int LAPPD_ID = 0;
+      m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
+      T0channelNo = 1000 + (30 * (bi % 2)) + 60 * LAPPD_ID + TrigChannel;
+      if (FindT0VerbosityLevel > 0)
+        cout << " channel number " << T0channelNo << " not found, use LAPPD ID " << LAPPD_ID << " to find channel No " << T0channelNo << endl;
+    }
 
     itr_bi = lappddata.find((unsigned long)T0channelNo);
     Waveform<double> bwav = (itr_bi->second).at(0);
@@ -139,7 +154,7 @@ bool LAPPDTimeAlignment::Execute()
     vec_deltaT.push_back(deltaT);
     vec_T0signalInWindow.push_back(T0signalInWindow);
     vec_T0Bin.push_back(switchbit);
-    fittedBoardIDInMap.push_back(static_cast<int>((T0channelNo-1000)/30));
+    fittedBoardIDInMap.push_back(static_cast<int>((T0channelNo - 1000) / 30));
 
     if (FindT0VerbosityLevel > 0)
       cout << "Done finding the time, switchbit:" << switchbit << " , deltaT: " << deltaT << " , inwindow: " << T0signalInWindow << endl;
@@ -170,18 +185,18 @@ bool LAPPDTimeAlignment::Execute()
     vector<Waveform<double>> Vwavs = itr->second;
     vector<Waveform<double>> Vrwav;
     int bi = (int)(channelno - LAPPDchannelOffset) / 30 % 2; // TODO: fix this, why loading data with board 2 and 3 have channel from 0 to 120?
-    int thisBoardID = static_cast<int>((channelno-1000)/30);
-    if(LoadLAPPDMap)
+    int thisBoardID = static_cast<int>((channelno - 1000) / 30);
+    if (LoadLAPPDMap)
     {
       int index = std::distance(fittedBoardIDInMap.begin(), std::find(fittedBoardIDInMap.begin(), fittedBoardIDInMap.end(), thisBoardID));
       bi = index;
-      if(FindT0VerbosityLevel>5 && printcount<5)
+      if (FindT0VerbosityLevel > 5 && printcount < 5)
       {
         cout << "thisBoardID: " << thisBoardID << " , index: " << index << " , bi: " << bi << endl;
         printcount++;
       }
     }
-    
+
     int countnumber = (channelno % 1000) % 60;
     if (FindT0VerbosityLevel > 2)
       cout << "Looping with channelno: " << channelno << " , bi: " << bi << " , countnumber: " << countnumber << endl;
@@ -196,9 +211,8 @@ bool LAPPDTimeAlignment::Execute()
       Waveform<double> rwavShift;
 
       int sb = vec_T0Bin[bi] + T0offset + AnalogBoardShift[countnumber];
-      if(LoadLAPPDMap)
+      if (LoadLAPPDMap)
       {
-
       }
 
       countnumber++;
diff --git a/configfiles/EventBuilderV2/EBLoadRawConfig b/configfiles/EventBuilderV2/EBLoadRawConfig
index 4f5af443e..083ae9111 100644
--- a/configfiles/EventBuilderV2/EBLoadRawConfig
+++ b/configfiles/EventBuilderV2/EBLoadRawConfig
@@ -1,7 +1,7 @@
 verbosityEBLoadRaw 2
 ReadTriggerOverlap 1
 
-InputFile ./configfiles/EventBuilderV2/list.txt
+InputFile ./configfiles/EventBuilderV2/my_files.txt
 
 LoadPMT 1
 LoadMRD 1
diff --git a/configfiles/EventBuilderV2/EBTriggerGrouperConfig b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
index 73cabfe5a..81cb3b2f2 100644
--- a/configfiles/EventBuilderV2/EBTriggerGrouperConfig
+++ b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
@@ -1,4 +1,4 @@
-verbosityEBTG 1
+verbosityEBTG 5
 GroupMode beam
 GroupTolerance 3000000
 GroupTrigWord 14 //undelayed beam
diff --git a/configfiles/EventBuilderV2/TriggerDataDecoderConfig b/configfiles/EventBuilderV2/TriggerDataDecoderConfig
index 7cff259ea..a8ef6641f 100644
--- a/configfiles/EventBuilderV2/TriggerDataDecoderConfig
+++ b/configfiles/EventBuilderV2/TriggerDataDecoderConfig
@@ -1,3 +1,3 @@
-verbosity 1
+verbosity 0
 StoreTrigOverlap 0
 ReadTrigOverlap 0
diff --git a/configfiles/EventBuilderV2/my_files.txt b/configfiles/EventBuilderV2/my_files.txt
index 26561a266..20d80ce49 100644
--- a/configfiles/EventBuilderV2/my_files.txt
+++ b/configfiles/EventBuilderV2/my_files.txt
@@ -1,2 +1,2 @@
-/pnfs/annie/persistent/raw/raw/4804/RAWDataR4804S0p332
-/pnfs/annie/persistent/raw/raw/4804/RAWDataR4804S0p333
+/pnfs/annie/persistent/raw/raw/4779/RAWDataR4779S0p0
+/pnfs/annie/persistent/raw/raw/4779/RAWDataR4779S0p1
diff --git a/configfiles/LAPPDProcessedAna/ConfigPlot b/configfiles/LAPPDProcessedAna/ConfigPlot
index ab05732bf..d42ca22d3 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPlot
+++ b/configfiles/LAPPDProcessedAna/ConfigPlot
@@ -133,4 +133,4 @@ printEventNumber 0
 printLAPPDNumber 1
 printEventWaveform 1
 
-
+LoadLAPPDMap 1
diff --git a/configfiles/LAPPDProcessedAna/ToolChainConfig b/configfiles/LAPPDProcessedAna/ToolChainConfig
index b94bec1c3..577961b75 100644
--- a/configfiles/LAPPDProcessedAna/ToolChainConfig
+++ b/configfiles/LAPPDProcessedAna/ToolChainConfig
@@ -19,6 +19,6 @@ service_kick_sec -1
 Tools_File configfiles/LAPPDProcessedAna/ToolsConfig  ## list of tools to run and their config files
 
 ##### Run Type #####
-Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Inline 50 ## number of Execute steps in program, -1 infinite loop that is ended by user
 Interactive 0 ## set to 1 if you want to run the code interactively
 
diff --git a/configfiles/LAPPDProcessedAna/ToolsConfig b/configfiles/LAPPDProcessedAna/ToolsConfig
index a56fd1db3..3af77fe8a 100644
--- a/configfiles/LAPPDProcessedAna/ToolsConfig
+++ b/configfiles/LAPPDProcessedAna/ToolsConfig
@@ -1,5 +1,5 @@
 LoadANNIEEvent LoadANNIEEvent configfiles/LAPPDProcessedAna/LoadANNIEEventConfig
-LoadGeometry LoadGeometry configfiles/LAPPDProcessedAna/ConfigGeo
+LoadGeometry LoadGeometry configfiles/LoadGeometry/LoadGeometryConfig
 
 myTimeClustering TimeClustering configfiles/LAPPDProcessedAna/TimeClusteringConfig
 myFindMrdTracks FindMrdTracks configfiles/LAPPDProcessedAna/FindMrdTracksConfig
diff --git a/configfiles/LAPPDRaw/ConfigPlot b/configfiles/LAPPDRaw/ConfigPlot
index 2e1fa034f..562cc91a2 100755
--- a/configfiles/LAPPDRaw/ConfigPlot
+++ b/configfiles/LAPPDRaw/ConfigPlot
@@ -127,3 +127,4 @@ CanvasHeight 500
 maxDrawEventNumber 50
 
 DrawBinHist 1
+LoadLAPPDMap 1
diff --git a/configfiles/LAPPDRaw/ConfigStoreReadIn b/configfiles/LAPPDRaw/ConfigStoreReadIn
index d4b3b4e5f..c55ae7ea0 100755
--- a/configfiles/LAPPDRaw/ConfigStoreReadIn
+++ b/configfiles/LAPPDRaw/ConfigStoreReadIn
@@ -28,7 +28,7 @@ Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
 
 #LAPPDReorderData
 LAPPDReorderVerbosityLevel 0
-ReorderVerbosityLevel 0
+ReorderVerbosityLevel 10
 ReorderInputWavLabel RawLAPPDData
 ReorderOutputWavLabel LAPPDWaveforms
 DelayOffset 0
diff --git a/configfiles/LAPPDRaw/ToolsConfig b/configfiles/LAPPDRaw/ToolsConfig
index 1bae5453d..a9c7536e8 100644
--- a/configfiles/LAPPDRaw/ToolsConfig
+++ b/configfiles/LAPPDRaw/ToolsConfig
@@ -1,4 +1,5 @@
-LoadGeometry LoadGeometry configfiles/LAPPDRaw/ConfigGeo
+#LoadGeometry LoadGeometry configfiles/LAPPDRaw/ConfigGeo
+LoadGeometry LoadGeometry configfiles/LoadGeometry/LoadGeometryConfig
 LoadRawData LoadRawData configfiles/LAPPDRaw/LoadRawDataConfig
 
 #TriggerDataDecoder TriggerDataDecoder configfiles/LAPPDRaw/TriggerDataDecoderConfig
diff --git a/configfiles/LAPPDRaw/list.txt b/configfiles/LAPPDRaw/list.txt
index 9e8c65863..337ffd617 100644
--- a/configfiles/LAPPDRaw/list.txt
+++ b/configfiles/LAPPDRaw/list.txt
@@ -1,710 +1,5 @@
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p0
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p1
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p2
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p3
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p4
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p5
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p6
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p7
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p8
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p9
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p10
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p11
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p12
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p13
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p14
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p15
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p16
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p17
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p18
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p19
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p20
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p21
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p22
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p23
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p24
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p25
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p26
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p27
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p28
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p29
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p30
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p31
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p32
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p33
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p34
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p35
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p36
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p37
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p38
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p39
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p40
-/pnfs/annie/persistent/raw/raw/4856/RAWDataR4856S0p41
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diff --git a/configfiles/LoadGeometry/LAPPDGeometry.csv b/configfiles/LoadGeometry/LAPPDGeometry.csv
index 4fec97347..df2b434c8 100644
--- a/configfiles/LoadGeometry/LAPPDGeometry.csv
+++ b/configfiles/LoadGeometry/LAPPDGeometry.csv
@@ -1,1445 +1,1445 @@
-LEGEND_LINE
-detector_num,detector_position_x,detector_position_y,detector_position_z,detector_direction_x,detector_direction_y,detector_direction_z,detector_type,detector_status,channel_num,channel_position_x,channel_position_y,channel_position_z,channel_strip_side,channel_strip_num,channel_signal_crate,channel_signal_card,channel_signal_channel,channel_level2_crate,channel_level2_card,channel_level2_channel,channel_hv_crate,channel_hv_card,channel_hv_channel,channel_status
-
-DATA_START
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-DATA_END
+LEGEND_LINE,,,,,,,,,,,,,,,,,,,,,,,,
+detector_num,detector_position_x,detector_position_y,detector_position_z,detector_direction_x,detector_direction_y,detector_direction_z,detector_type,detector_status,channel_num,channel_position_x,channel_position_y,channel_position_z,channel_strip_side,channel_strip_num,channel_signal_crate,channel_signal_card,channel_signal_channel,channel_level2_crate,channel_level2_card,channel_level2_channel,channel_hv_crate,channel_hv_card,channel_hv_channel,channel_status
+,,,,,,,,,,,,,,,,,,,,,,,,
+DATA_START,,,,,,,,,,,,,,,,,,,,,,,,
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+0,0,-0.927149,0.404,0,0,1,lappd_v1,ON,3,100,-290,0,0,1,0,0,2,0,0,32669,0,0,2,ON
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+0,0,-0.927149,0.404,0,0,1,lappd_v1,ON,1,100,-270,0,0,3,0,0,4,0,0,32669,0,1,0,ON
+0,0,-0.927149,0.404,0,0,1,lappd_v1,ON,0,100,-260,0,0,4,0,0,5,0,0,32669,0,1,1,ON
+0,0,-0.927149,0.404,0,0,1,lappd_v1,ON,11,100,-250,0,0,5,0,0,6,0,0,32669,0,1,2,ON
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+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1387,100,-230,0,0,7,2,6,8,0,5,32669,34,7,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1388,100,-220,0,0,8,2,6,9,0,5,32669,34,7,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1389,100,-210,0,0,9,2,6,10,0,5,32669,34,7,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1390,100,-200,0,0,10,2,6,11,0,5,32669,34,7,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1391,100,-190,0,0,11,2,6,12,0,5,32669,34,8,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1392,100,-180,0,0,12,2,6,13,0,5,32669,34,8,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1393,100,-170,0,0,13,2,6,14,0,5,32669,34,8,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1394,100,-160,0,0,14,2,6,15,0,5,32669,34,8,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1395,100,-150,0,0,15,2,6,16,0,5,32669,34,9,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1396,100,-140,0,0,16,2,6,17,0,5,32669,34,9,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1397,100,-130,0,0,17,2,6,18,0,5,32669,34,9,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1398,100,-120,0,0,18,2,6,19,0,5,32669,34,9,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1399,100,-110,0,0,19,2,6,20,0,5,32669,35,0,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1400,100,-100,0,0,20,2,6,21,0,5,32669,35,0,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1401,100,-90,0,0,21,2,6,22,0,5,32669,35,0,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1402,100,-80,0,0,22,2,6,23,0,5,32669,35,0,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1403,100,-70,0,0,23,2,6,24,0,5,32669,35,1,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1404,100,-60,0,0,24,2,6,25,0,5,32669,35,1,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1405,100,-50,0,0,25,2,6,26,0,5,32669,35,1,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1406,100,-40,0,0,26,2,6,27,0,5,32669,35,1,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1407,100,-30,0,0,27,2,6,28,0,5,32669,35,2,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1408,100,-20,0,0,28,2,6,29,0,5,32669,35,2,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1409,100,-10,0,0,29,2,7,0,0,5,32669,35,2,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1410,-100,-300,0,1,0,2,7,1,0,5,32669,35,2,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1411,-100,-290,0,1,1,2,7,2,0,5,32669,35,3,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1412,-100,-280,0,1,2,2,7,3,0,5,32669,35,3,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1413,-100,-270,0,1,3,2,7,4,0,5,32669,35,3,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1414,-100,-260,0,1,4,2,7,5,0,5,32669,35,3,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1415,-100,-250,0,1,5,2,7,6,0,5,32669,35,4,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1416,-100,-240,0,1,6,2,7,7,0,5,32669,35,4,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1417,-100,-230,0,1,7,2,7,8,0,5,32669,35,4,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1418,-100,-220,0,1,8,2,7,9,0,5,32669,35,4,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1419,-100,-210,0,1,9,2,7,10,0,5,32669,35,5,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1420,-100,-200,0,1,10,2,7,11,0,5,32669,35,5,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1421,-100,-190,0,1,11,2,7,12,0,5,32669,35,5,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1422,-100,-180,0,1,12,2,7,13,0,5,32669,35,5,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1423,-100,-170,0,1,13,2,7,14,0,5,32669,35,6,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1424,-100,-160,0,1,14,2,7,15,0,5,32669,35,6,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1425,-100,-150,0,1,15,2,7,16,0,5,32669,35,6,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1426,-100,-140,0,1,16,2,7,17,0,5,32669,35,6,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1427,-100,-130,0,1,17,2,7,18,0,5,32669,35,7,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1428,-100,-120,0,1,18,2,7,19,0,5,32669,35,7,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1429,-100,-110,0,1,19,2,7,20,0,5,32669,35,7,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1430,-100,-100,0,1,20,2,7,21,0,5,32669,35,7,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1431,-100,-90,0,1,21,2,7,22,0,5,32669,35,8,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1432,-100,-80,0,1,22,2,7,23,0,5,32669,35,8,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1433,-100,-70,0,1,23,2,7,24,0,5,32669,35,8,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1434,-100,-60,0,1,24,2,7,25,0,5,32669,35,8,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1435,-100,-50,0,1,25,2,7,26,0,5,32669,35,9,0,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1436,-100,-40,0,1,26,2,7,27,0,5,32669,35,9,1,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1437,-100,-30,0,1,27,2,7,28,0,5,32669,35,9,2,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1438,-100,-20,0,1,28,2,7,29,0,5,32669,35,9,3,ON
+23,-0.902975,0.637851,0.778025,0.707107,0,0.707107,lappd_v1,ON,1439,-100,-10,0,1,29,2,8,0,0,6,32669,36,0,0,ON
+DATA_END,,,,,,,,,,,,,,,,,,,,,,,,
\ No newline at end of file

From e17f26100a066c2a4ccc87029c03a86a29436c0b Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 26 Jun 2024 12:47:36 -0500
Subject: [PATCH 065/163] Update LAPPDLoadStore.cpp

This verbose for loading progress assumed there are more than 10 LAPPD events; if there are less it would lead to a floating point exception
---
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index f386be6f5..62bfdfd12 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -1356,7 +1356,7 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
         BGCorrections[key][EventIndex] = static_cast<int>(BGCorrection_tick) - 1000;
         TSCorrections[key][EventIndex] = static_cast<int>(TSCorrection_tick) - 1000;
 
-        if (i % (static_cast<int>(nentries / 10)) == 0)
+        if (nentries > 10 && i % (static_cast<int>(nentries / 10)) == 0)
         {
             cout << "LAPPDStoreReadIn Loading offsets and corrections, " << i << " entries loaded" << endl;
             cout << "Printing key: " << key << ", EventIndex: " << EventIndex << ", final_offset_ns_0: " << final_offset_ns_0 << ", final_offset_ps_negative_0: " << final_offset_ps_negative_0 << ", BGCorrection_tick: " << BGCorrection_tick << ", TSCorrection_tick: " << TSCorrection_tick << endl;
@@ -1388,4 +1388,4 @@ void LAPPDLoadStore::LoadRunInfo()
     }
     if (LAPPDStoreReadInVerbosity > 0)
         cout << "LAPPDStoreReadIn, Loaded run info, runNumber: " << runNumber << ", subRunNumber: " << subRunNumber << ", partFileNumber: " << partFileNumber << ", eventNumberInPF: " << eventNumberInPF << endl;
-}
\ No newline at end of file
+}

From 15561850b882ff976aa3e7bb30ac0c63463168a0 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 26 Jun 2024 15:01:42 -0500
Subject: [PATCH 066/163] Update ToolsConfig

Add SaveConfig Tool to save the configuration files to the ProcessedData
---
 configfiles/EventBuilderV2/ToolsConfig | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/configfiles/EventBuilderV2/ToolsConfig b/configfiles/EventBuilderV2/ToolsConfig
index e6fcaa2bf..007d55c76 100644
--- a/configfiles/EventBuilderV2/ToolsConfig
+++ b/configfiles/EventBuilderV2/ToolsConfig
@@ -16,6 +16,9 @@ EBTriggerGrouper EBTriggerGrouper ./configfiles/EventBuilderV2/EBTriggerGrouperC
 EBPMT EBPMT ./configfiles/EventBuilderV2/EBPMTConfig
 EBMRD EBMRD ./configfiles/EventBuilderV2/EBMRDConfig
 EBLAPPD EBLAPPD ./configfiles/EventBuilderV2/EBLAPPDConfig
+
+SaveConfigInfo SaveConfigInfo ./configfiles/EventBuilderV2/SaveConfigInfoConfig
+
 EBSaver EBSaver ./configfiles/EventBuilderV2/EBSaverConfig
 
 

From 80fcdc8f2f046c6302e3d044a782891541186c54 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 26 Jun 2024 15:03:48 -0500
Subject: [PATCH 067/163] Add files via upload

Add SaveConfigInfo configuration file
- FullDepth = 0 set to just save the configuration files and not all the .csv or other files that are linked. When = 1 was set, it was grabbing non-human readable text from I think root files.
---
 configfiles/EventBuilderV2/SaveConfigInfoConfig | 3 +++
 1 file changed, 3 insertions(+)
 create mode 100644 configfiles/EventBuilderV2/SaveConfigInfoConfig

diff --git a/configfiles/EventBuilderV2/SaveConfigInfoConfig b/configfiles/EventBuilderV2/SaveConfigInfoConfig
new file mode 100644
index 000000000..569dcf758
--- /dev/null
+++ b/configfiles/EventBuilderV2/SaveConfigInfoConfig
@@ -0,0 +1,3 @@
+verbosity 5
+OutFileName config_info.txt
+FullDepth 0

From bd9559e1ce669d1b0065ec50e36e8966b9d92e13 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Fri, 28 Jun 2024 12:09:24 -0500
Subject: [PATCH 068/163] Add ANNIEEventTreeMaker, save all information of
 ANNIEEvent to one root tree. Add it to BeamClusterAnalysis tool chain Add PMT
 cluster only filter option to ProcessedLAPPDFilter

 Changes to be committed:
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
	modified:   UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
	modified:   UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
	new file:   configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
	modified:   configfiles/BeamClusterAnalysis/ToolsConfig
	modified:   configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
	modified:   configfiles/LAPPDProcessedFilter/ToolsConfig
	modified:   configfiles/PreProcessTrigOverlap/CreateMyList.sh
---
 .../ANNIEEventTreeMaker.cpp                   | 2208 ++++++++++++++++-
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  493 +++-
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   |    4 +-
 .../ProcessedLAPPDFilter.cpp                  |   58 +-
 .../ProcessedLAPPDFilter.h                    |    5 +
 .../ANNIEEventTreeMakerConfig                 |   28 +
 configfiles/BeamClusterAnalysis/ToolsConfig   |    4 +-
 .../ProcessedLAPPDFilterConfig                |    4 +
 configfiles/LAPPDProcessedFilter/ToolsConfig  |    2 +-
 .../PreProcessTrigOverlap/CreateMyList.sh     |   12 +-
 10 files changed, 2766 insertions(+), 52 deletions(-)
 create mode 100644 configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
 mode change 100755 => 100644 configfiles/PreProcessTrigOverlap/CreateMyList.sh

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 6953925f6..a3e01236a 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -1,28 +1,2220 @@
 #include "ANNIEEventTreeMaker.h"
 
-ANNIEEventTreeMaker::ANNIEEventTreeMaker():Tool(){}
+ANNIEEventTreeMaker::ANNIEEventTreeMaker() : Tool() {}
 
-
-bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data){
+bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
+{
 
   /////////////////// Useful header ///////////////////////
-  if(configfile!="") m_variables.Initialise(configfile); // loading config file
-  //m_variables.Print();
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
 
-  m_data= &data; //assigning transient data pointer
+  m_data = &data; // assigning transient data pointer
   /////////////////////////////////////////////////////////////////
 
+  m_variables.Get("ANNIEEventTreeMakerVerbosity", ANNIEEventTreeMakerVerbosity);
+  m_variables.Get("isData", isData);
+  m_variables.Get("HasGenie", hasGenie);
+
+  fillAllTriggers = true;
+  m_variables.Get("fillAllTriggers", fillAllTriggers);
+  fill_singleTrigger = true;
+  m_variables.Get("fill_singleTrigger", fill_singleTrigger);
+  fill_singleTriggerWord = 14;
+  m_variables.Get("fill_singleTriggerWord", fill_singleTriggerWord);
+  fill_TriggerWord = {14, 47};
+
+  m_variables.Get("fillCleanEventsOnly", fillCleanEventsOnly);
+  m_variables.Get("fillLAPPDEventsOnly", fillLAPPDEventsOnly);
+
+  m_variables.Get("TankHitInfo_fill", TankHitInfo_fill);
+  m_variables.Get("TankCluster_fill", TankCluster_fill);
+  m_variables.Get("cluster_TankHitInfo_fill", cluster_TankHitInfo_fill);
+  m_variables.Get("MRDHitInfo_fill", MRDHitInfo_fill);
+
+  m_variables.Get("MCTruth_fill", MCTruth_fill);
+  m_variables.Get("MRDReco_fill", MRDReco_fill);
+  m_variables.Get("TankReco_fill", TankReco_fill);
+  m_variables.Get("RecoDebug_fill", RecoDebug_fill);
+  m_variables.Get("muonTruthRecoDiff_fill", muonTruthRecoDiff_fill);
+  m_variables.Get("LAPPDData_fill", LAPPDData_fill);
+  m_variables.Get("SiPMPulseInfo_fill", SiPMPulseInfo_fill);
+  m_variables.Get("LAPPDReco_fill", LAPPDReco_fill);
+
+  std::string output_filename = "ANNIEEventTree.root";
+  m_variables.Get("OutputFile", output_filename);
+  fOutput_tfile = new TFile(output_filename.c_str(), "recreate");
+  fANNIETree = new TTree("Event", "ANNIE Phase II Event Tree");
+
+  m_data->CStore.Get("AuxChannelNumToTypeMap", AuxChannelNumToTypeMap);
+  m_data->CStore.Get("ChannelNumToTankPMTSPEChargeMap", ChannelKeyToSPEMap);
+  m_data->CStore.Get("pmt_tubeid_to_channelkey_data", pmtid_to_channelkey);
+  m_data->CStore.Get("channelkey_to_pmtid", channelkey_to_pmtid);
+  m_data->CStore.Get("channelkey_to_mrdpmtid", channelkey_to_mrdpmtid);
+  m_data->CStore.Get("mrdpmtid_to_channelkey_data", mrdpmtid_to_channelkey_data);
+  m_data->CStore.Get("channelkey_to_faccpmtid", channelkey_to_faccpmtid);
+
+  auto get_geometry = m_data->Stores.at("ANNIEEvent")->Header->Get("AnnieGeometry", geom);
+  if (!get_geometry)
+  {
+    Log("ANNIEEventTreeMaker Tool: Error retrieving Geometry from ANNIEEvent!", v_error, ANNIEEventTreeMakerVerbosity);
+    return false;
+  }
+
+  // general information in an event
+  fANNIETree->Branch("runNumber", &fRunNumber, "runNumber/I");
+  fANNIETree->Branch("subrunNumber", &fSubrunNumber, "subrunNumber/I");
+  fANNIETree->Branch("partFileNumber", &fPartFileNumber, "partFileNumber/I");
+  fANNIETree->Branch("runType", &fRunType, "runType/I");
+  fANNIETree->Branch("eventNumber", &fEventNumber, "eventNumber/I"); //
+  fANNIETree->Branch("PrimaryTriggerWord", &fPrimaryTriggerWord, "PrimaryTriggerWord/I");
+  fANNIETree->Branch("GroupedTriggerTime", &fGroupedTriggerTime);
+  fANNIETree->Branch("GroupedTriggerWord", &fGroupedTriggerWord);
+  fANNIETree->Branch("trigword", &fTriggerword, "trigword/I"); // keep for trigger 5 or 14
+
+  // flags from event selector
+  fANNIETree->Branch("Extended", &fExtended, "Extended/I");
+  fANNIETree->Branch("HasTank", &fHasTank, "HasTank/I");
+  fANNIETree->Branch("HasMRD", &fHasMRD, "HasMRD/I");
+  fANNIETree->Branch("HasLAPPD", &fHasLAPPD, "HasLAPPD/I");
+  fANNIETree->Branch("TankMRDCoinc", &fTankMRDCoinc, "TankMRDCoinc/I");
+  fANNIETree->Branch("NoVeto", &fNoVeto, "NoVeto/I");
+
+  // event information of data
+  fANNIETree->Branch("eventTimeTank", &fEventTimeTank, "eventTimeTank/l");
+  fANNIETree->Branch("eventTimeMRD", &fEventTimeMRD, "eventTimeMRD/l");
+
+  // beam information
+  if (BeamInfo_fill)
+  {
+    fANNIETree->Branch("beam_pot_875", &fPot, "beam_pot_875/D");
+    fANNIETree->Branch("beam_ok", &fBeamok, "beam_ok/I");
+    fANNIETree->Branch("beam_E_TOR860", &beam_E_TOR860, "beam_E_TOR860/D");
+    fANNIETree->Branch("beam_E_TOR875", &beam_E_TOR875, "beam_E_TOR875/D");
+    fANNIETree->Branch("beam_THCURR", &beam_THCURR, "beam_THCURR/D");
+    fANNIETree->Branch("beam_BTJT2", &beam_BTJT2, "beam_BTJT2/D");
+    fANNIETree->Branch("beam_HP875", &beam_HP875, "beam_HP875/D");
+    fANNIETree->Branch("beam_VP875", &beam_VP875, "beam_VP875/D");
+    fANNIETree->Branch("beam_HPTG1", &beam_HPTG1, "beam_HPTG1/D");
+    fANNIETree->Branch("beam_VPTG1", &beam_VPTG1, "beam_VPTG1/D");
+    fANNIETree->Branch("beam_HPTG2", &beam_HPTG2, "beam_HPTG2/D");
+    fANNIETree->Branch("beam_VPTG2", &beam_VPTG2, "beam_VPTG2/D");
+    fANNIETree->Branch("beam_BTH2T2", &beam_BTH2T2, "beam_BTH2T2/D");
+    fANNIETree->Branch("BeamInfoTime", &fBeamInfoTime, "BeamInfoTime/l");
+    fANNIETree->Branch("BeamInfoTimeToTriggerDiff", &fBeamInfoTimeToTriggerDiff, "BeamInfoTimeToTriggerDiff/G");
+  }
+
+  //********************************************************//
+
+  // Tank cluster information
+
+  fANNIETree->Branch("numberOfClusters", &fNumberOfClusters, "fNumberOfClusters/I");
+  fANNIETree->Branch("clusterTime", &fClusterTimeV);
+  fANNIETree->Branch("clusterCharge", &fClusterChargeV);
+  fANNIETree->Branch("clusterPE", &fClusterPEV);
+  fANNIETree->Branch("clusterMaxPE", &fClusterMaxPEV);
+  fANNIETree->Branch("clusterChargePointX", &fClusterChargePointXV);
+  fANNIETree->Branch("clusterChargePointY", &fClusterChargePointYV);
+  fANNIETree->Branch("clusterChargePointZ", &fClusterChargePointZV);
+  fANNIETree->Branch("clusterChargeBalance", &fClusterChargeBalanceV);
+  fANNIETree->Branch("clusterHits", &fClusterHits);
+
+  // MRD cluster information
+  fANNIETree->Branch("eventTimeMRD", &fEventTimeMRD_Tree);
+  fANNIETree->Branch("MRDClusterNumber", &fMRDClusterNumber);
+  fANNIETree->Branch("MRDClusterTime", &fMRDClusterTime);
+  fANNIETree->Branch("MRDClusterTimeSigma", &fMRDClusterTimeSigma);
+  fANNIETree->Branch("MRDClusterHits", &fMRDClusterHits);
+
+  if (TankHitInfo_fill)
+  {
+    // Tank Hit information
+    fANNIETree->Branch("nhits", &fNHits, "nhits/I");
+    fANNIETree->Branch("filter", &fIsFiltered);
+    fANNIETree->Branch("hitX", &fHitX);
+    fANNIETree->Branch("hitY", &fHitY);
+    fANNIETree->Branch("hitZ", &fHitZ);
+    fANNIETree->Branch("hitT", &fHitT);
+    fANNIETree->Branch("hitQ", &fHitQ);
+    fANNIETree->Branch("hitPE", &fHitPE);
+    fANNIETree->Branch("hitType", &fHitType);
+    fANNIETree->Branch("hitDetID", &fHitDetID);
+    fANNIETree->Branch("hitChankey", &fHitChankey);
+    fANNIETree->Branch("hitChankeyMC", &fHitChankeyMC);
+  }
+
+  if (SiPMPulseInfo_fill)
+  {
+    fANNIETree->Branch("SiPMhitQ", &fSiPMHitQ);
+    fANNIETree->Branch("SiPMhitT", &fSiPMHitT);
+    fANNIETree->Branch("SiPMhitAmplitude", &fSiPMHitAmplitude);
+    fANNIETree->Branch("SiPMNum", &fSiPMNum);
+    fANNIETree->Branch("SiPM1NPulses", &fSiPM1NPulses, "SiPM1NPulses/I");
+    fANNIETree->Branch("SiPM2NPulses", &fSiPM2NPulses, "SiPM2NPulses/I");
+  }
+
+  if (LAPPDData_fill)
+  {
+    fANNIETree->Branch("LAPPD_ID", &fLAPPD_ID);
+    fANNIETree->Branch("fLAPPD_Count", &fLAPPD_Count);
+    fANNIETree->Branch("LAPPD_Beamgate_ns", &fLAPPD_Beamgate_ns);
+    fANNIETree->Branch("LAPPD_Timestamp_ns", &fLAPPD_Timestamp_ns);
+    fANNIETree->Branch("LAPPD_Beamgate_Raw", &fLAPPD_Beamgate_Raw);
+    fANNIETree->Branch("LAPPD_Timestamp_Raw", &fLAPPD_Timestamp_Raw);
+    fANNIETree->Branch("LAPPD_Offset", &fLAPPD_Offset);
+    fANNIETree->Branch("LAPPD_TSCorrection", &fLAPPD_TSCorrection);
+    fANNIETree->Branch("LAPPD_BGCorrection", &fLAPPD_BGCorrection);
+    fANNIETree->Branch("LAPPD_OSInMinusPS", &fLAPPD_OSInMinusPS);
+  }
+
+  // LAPPD reconstruction information
+  if (LAPPDReco_fill)
+  {
+    // fANNIETree->Branch("LAPPDPulseTimeStampUL", &fLAPPDPulseTimeStampUL, "LAPPDPulseTimeStampUL/l");
+    // fANNIETree->Branch("LAPPDPulseBeamgateUL", &fLAPPDPulseBeamgateUL, "LAPPDPulseBeamgateUL/l");
+    //  actually we don't need these two for pulse and hit, because it is impossible to have multiple events from one LAPPD in one ANNIEEvent due to the dead time and the trigger scheme
+    //  LAPPD ID is enough to find the corresponding unix timestamp
+    //  but leave them there in case
+
+    fANNIETree->Branch("LAPPD_PulseIDs", &fLAPPD_IDs);
+    fANNIETree->Branch("LAPPD_ChannelID", &fChannelID);
+    fANNIETree->Branch("LAPPD_PeakTime", &fPulsePeakTime);
+    fANNIETree->Branch("LAPPD_PeakAmp", &fPulsePeakAmp);
+    fANNIETree->Branch("LAPPD_Charge", &fPulseCharge);
+    fANNIETree->Branch("LAPPD_PulseStart", &fPulseStart);
+    fANNIETree->Branch("LAPPD_PulseEnd", &fPulseEnd);
+    fANNIETree->Branch("LAPPD_PulseWidth", &fPulseWidth);
+    fANNIETree->Branch("LAPPD_PulseSide", &fPulseSide);
+    fANNIETree->Branch("LAPPD_PulseStripNum", &fPulseStripNum);
+
+    // fANNIETree->Branch("LAPPDHitTimeStampUL", &fLAPPDHitTimeStampUL, "LAPPDHitTimeStampUL/l");
+    // fANNIETree->Branch("LAPPDHitBeamgateUL", &fLAPPDHitBeamgateUL, "LAPPDHitBeamgateUL/l");
+
+    fANNIETree->Branch("LAPPDID_Hit", &fLAPPDHit_IDs);
+    fANNIETree->Branch("LAPPDHitChannel", &fLAPPDHitChannel);
+    fANNIETree->Branch("LAPPDHitStrip", &fLAPPDHitStrip);
+    fANNIETree->Branch("LAPPDHitTime", &fLAPPDHitTime);
+    fANNIETree->Branch("LAPPDHitAmp", &fLAPPDHitAmp);
+    fANNIETree->Branch("LAPPDHitParallelPos", &fLAPPDHitParallelPos);
+    fANNIETree->Branch("LAPPDHitTransversePos", &fLAPPDHitTransversePos);
+    fANNIETree->Branch("LAPPDHitP1StartTime", &fLAPPDHitP1StartTime);
+    fANNIETree->Branch("LAPPDHitP2StartTime", &fLAPPDHitP2StartTime);
+    fANNIETree->Branch("LAPPDHitP1EndTime", &fLAPPDHitP1EndTime);
+    fANNIETree->Branch("LAPPDHitP2EndTime", &fLAPPDHitP2EndTime);
+
+    /*
+    fANNIETree->Branch("LAPPDWaveformChankey", &LAPPDWaveformChankey, "LAPPDWaveformChankey/I");
+    fANNIETree->Branch("WaveformMax", &waveformMaxValue, "WaveformMax/D");
+    fANNIETree->Branch("WaveformRMS", &waveformRMSValue, "WaveformRMS/D");
+    fANNIETree->Branch("WaveformMaxTimeBin", &waveformMaxTimeBinValue, "WaveformMaxTimeBin/I");
+    fANNIETree->Branch("waveformMaxFoundNear", &waveformMaxFoundNear, "waveformMaxFoundNear/O"); // O is boolean
+    fANNIETree->Branch("WaveformMaxNearing", &waveformMaxNearingValue, "WaveformMaxNearing/D");
+    */
+  }
+
+  if (MRDHitInfo_fill)
+  {
+    fANNIETree->Branch("MRDhitT", &fMRDHitT);
+    fANNIETree->Branch("MRDhitDetID", &fMRDHitDetID);
+    fANNIETree->Branch("MRDhitChankey", &fMRDHitChankey);
+    fANNIETree->Branch("MRDhitChankeyMC", &fMRDHitChankeyMC);
+    fANNIETree->Branch("FMVhitT", &fFMVHitT);
+    fANNIETree->Branch("FMVhitDetID", &fFMVHitDetID);
+    fANNIETree->Branch("FMVhitChankey", &fFMVHitChankey);
+    fANNIETree->Branch("FMVhitChankeyMC", &fFMVHitChankeyMC);
+    fANNIETree->Branch("vetoHit", &fVetoHit, "vetoHit/I");
+  }
+
+  if (MRDReco_fill)
+  {
+    fANNIETree->Branch("fMRDClusterIndex", &fMRDClusterIndex);
+    fANNIETree->Branch("NumClusterTracks", &fNumClusterTracks);
+    fANNIETree->Branch("MRDTrackAngle", &fMRDTrackAngle);
+    fANNIETree->Branch("MRDTrackAngleError", &fMRDTrackAngleError);
+    fANNIETree->Branch("MRDPenetrationDepth", &fMRDPenetrationDepth);
+    fANNIETree->Branch("MRDTrackLength", &fMRDTrackLength);
+    fANNIETree->Branch("MRDEntryPointRadius", &fMRDEntryPointRadius);
+    fANNIETree->Branch("MRDEnergyLoss", &fMRDEnergyLoss);
+    fANNIETree->Branch("MRDEnergyLossError", &fMRDEnergyLossError);
+    fANNIETree->Branch("MRDTrackStartX", &fMRDTrackStartX);
+    fANNIETree->Branch("MRDTrackStartY", &fMRDTrackStartY);
+    fANNIETree->Branch("MRDTrackStartZ", &fMRDTrackStartZ);
+    fANNIETree->Branch("MRDTrackStopX", &fMRDTrackStopX);
+    fANNIETree->Branch("MRDTrackStopY", &fMRDTrackStopY);
+    fANNIETree->Branch("MRDTrackStopZ", &fMRDTrackStopZ);
+    fANNIETree->Branch("MRDSide", &fMRDSide);
+    fANNIETree->Branch("MRDStop", &fMRDStop);
+    fANNIETree->Branch("MRDThrough", &fMRDThrough);
+  }
+
+  if (fillCleanEventsOnly)
+  {
+    fANNIETree->Branch("eventStatusApplied", &fEventStatusApplied, "eventStatusApplied/I");
+    fANNIETree->Branch("eventStatusFlagged", &fEventStatusFlagged, "eventStatusFlagged/I");
+  }
+
+  // MC truth information for muons
+  // Output to tree when MCTruth_fill = 1 in config
+  if (MCTruth_fill)
+  {
+    fTrueNeutCapVtxX = new std::vector<double>;
+    fTrueNeutCapVtxY = new std::vector<double>;
+    fTrueNeutCapVtxZ = new std::vector<double>;
+    fTrueNeutCapNucleus = new std::vector<double>;
+    fTrueNeutCapTime = new std::vector<double>;
+    fTrueNeutCapGammas = new std::vector<double>;
+    fTrueNeutCapE = new std::vector<double>;
+    fTrueNeutCapGammaE = new std::vector<double>;
+    fTruePrimaryPdgs = new std::vector<int>;
+    fANNIETree->Branch("triggerNumber", &fiMCTriggerNum, "triggerNumber/I");
+    fANNIETree->Branch("mcEntryNumber", &fMCEventNum, "mcEntryNumber/I");
+    fANNIETree->Branch("trueVtxX", &fTrueVtxX, "trueVtxX/D");
+    fANNIETree->Branch("trueVtxY", &fTrueVtxY, "trueVtxY/D");
+    fANNIETree->Branch("trueVtxZ", &fTrueVtxZ, "trueVtxZ/D");
+    fANNIETree->Branch("trueVtxTime", &fTrueVtxTime, "trueVtxTime/D");
+    fANNIETree->Branch("trueDirX", &fTrueDirX, "trueDirX/D");
+    fANNIETree->Branch("trueDirY", &fTrueDirY, "trueDirY/D");
+    fANNIETree->Branch("trueDirZ", &fTrueDirZ, "trueDirZ/D");
+    fANNIETree->Branch("trueAngle", &fTrueAngle, "trueAngle/D");
+    fANNIETree->Branch("truePhi", &fTruePhi, "truePhi/D");
+    fANNIETree->Branch("trueMuonEnergy", &fTrueMuonEnergy, "trueMuonEnergy/D");
+    fANNIETree->Branch("truePrimaryPdg", &fTruePrimaryPdg, "truePrimaryPdg/I");
+    fANNIETree->Branch("trueTrackLengthInWater", &fTrueTrackLengthInWater, "trueTrackLengthInWater/D");
+    fANNIETree->Branch("trueTrackLengthInMRD", &fTrueTrackLengthInMRD, "trueTrackLengthInMRD/D");
+    fANNIETree->Branch("trueMultiRing", &fTrueMultiRing, "trueMultiRing/I");
+    fANNIETree->Branch("Pi0Count", &fPi0Count, "Pi0Count/I");
+    fANNIETree->Branch("PiPlusCount", &fPiPlusCount, "PiPlusCount/I");
+    fANNIETree->Branch("PiMinusCount", &fPiMinusCount, "PiMinusCount/I");
+    fANNIETree->Branch("K0Count", &fK0Count, "K0Count/I");
+    fANNIETree->Branch("KPlusCount", &fKPlusCount, "KPlusCount/I");
+    fANNIETree->Branch("KMinusCount", &fKMinusCount, "KMinusCount/I");
+    fANNIETree->Branch("truePrimaryPdgs", &fTruePrimaryPdgs);
+    fANNIETree->Branch("trueNeutCapVtxX", &fTrueNeutCapVtxX);
+    fANNIETree->Branch("trueNeutCapVtxY", &fTrueNeutCapVtxY);
+    fANNIETree->Branch("trueNeutCapVtxZ", &fTrueNeutCapVtxZ);
+    fANNIETree->Branch("trueNeutCapNucleus", &fTrueNeutCapNucleus);
+    fANNIETree->Branch("trueNeutCapTime", &fTrueNeutCapTime);
+    fANNIETree->Branch("trueNeutCapGammas", &fTrueNeutCapGammas);
+    fANNIETree->Branch("trueNeutCapE", &fTrueNeutCapE);
+    fANNIETree->Branch("trueNeutCapGammaE", &fTrueNeutCapGammaE);
+    fANNIETree->Branch("trueNeutrinoEnergy", &fTrueNeutrinoEnergy, "trueNeutrinoEnergy/D");
+    fANNIETree->Branch("trueNeutrinoMomentum_X", &fTrueNeutrinoMomentum_X, "trueNeutrinoMomentum_X/D");
+    fANNIETree->Branch("trueNeutrinoMomentum_Y", &fTrueNeutrinoMomentum_Y, "trueNeutrinoMomentum_Y/D");
+    fANNIETree->Branch("trueNeutrinoMomentum_Z", &fTrueNeutrinoMomentum_Z, "trueNeutrinoMomentum_Z/D");
+    fANNIETree->Branch("trueNuIntxVtx_X", &fTrueNuIntxVtx_X, "trueNuIntxVtx_X/D");
+    fANNIETree->Branch("trueNuIntxVtx_Y", &fTrueNuIntxVtx_Y, "trueNuIntxVtx_Y/D");
+    fANNIETree->Branch("trueNuIntxVtx_Z", &fTrueNuIntxVtx_Z, "trueNuIntxVtx_Z/D");
+    fANNIETree->Branch("trueNuIntxVtx_T", &fTrueNuIntxVtx_T, "trueNuIntxVtx_T/D");
+    fANNIETree->Branch("trueFSLVtx_X", &fTrueFSLVtx_X, "trueFSLVtx_X/D");
+    fANNIETree->Branch("trueFSLVtx_Y", &fTrueFSLVtx_Y, "trueFSLVtx_Y/D");
+    fANNIETree->Branch("trueFSLVtx_Z", &fTrueFSLVtx_Z, "trueFSLVtx_Z/D");
+    fANNIETree->Branch("trueFSLMomentum_X", &fTrueFSLMomentum_X, "trueFSLMomentum_X/D");
+    fANNIETree->Branch("trueFSLMomentum_Y", &fTrueFSLMomentum_Y, "trueFSLMomentum_Y/D");
+    fANNIETree->Branch("trueFSLMomentum_Z", &fTrueFSLMomentum_Z, "trueFSLMomentum_Z/D");
+    fANNIETree->Branch("trueFSLTime", &fTrueFSLTime, "trueFSLTime/D");
+    fANNIETree->Branch("trueFSLMass", &fTrueFSLMass, "trueFSLMass/D");
+    fANNIETree->Branch("trueFSLPdg", &fTrueFSLPdg, "trueFSLPdg/I");
+    fANNIETree->Branch("trueFSLEnergy", &fTrueFSLEnergy, "trueFSLEnergy/D");
+    fANNIETree->Branch("trueQ2", &fTrueQ2, "trueQ2/D");
+    fANNIETree->Branch("trueCC", &fTrueCC, "trueCC/I");
+    fANNIETree->Branch("trueNC", &fTrueNC, "trueNC/I");
+    fANNIETree->Branch("trueQEL", &fTrueQEL, "trueQEL/I");
+    fANNIETree->Branch("trueRES", &fTrueRES, "trueRES/I");
+    fANNIETree->Branch("trueDIS", &fTrueDIS, "trueDIS/I");
+    fANNIETree->Branch("trueCOH", &fTrueCOH, "trueCOH/I");
+    fANNIETree->Branch("trueMEC", &fTrueMEC, "trueMEC/I");
+    fANNIETree->Branch("trueNeutrons", &fTrueNeutrons, "trueNeutrons/I");
+    fANNIETree->Branch("trueProtons", &fTrueProtons, "trueProtons/I");
+    fANNIETree->Branch("truePi0", &fTruePi0, "truePi0/I");
+    fANNIETree->Branch("truePiPlus", &fTruePiPlus, "truePiPlus/I");
+    fANNIETree->Branch("truePiPlusCher", &fTruePiPlusCher, "truePiPlusCher/I");
+    fANNIETree->Branch("truePiMinus", &fTruePiMinus, "truePiMinus/I");
+    fANNIETree->Branch("truePiMinusCher", &fTruePiMinusCher, "truePiMinusCher/I");
+    fANNIETree->Branch("trueKPlus", &fTrueKPlus, "trueKPlus/I");
+    fANNIETree->Branch("trueKPlusCher", &fTrueKPlusCher, "trueKPlusCher/I");
+    fANNIETree->Branch("trueKMinus", &fTrueKMinus, "trueKMinus/I");
+    fANNIETree->Branch("trueKMinusCher", &fTrueKMinusCher, "trueKMinusCher/I");
+  }
+
+  // Reconstructed variables after full Muon Reco Analysis
+  if (TankReco_fill)
+  {
+    fANNIETree->Branch("recoVtxX", &fRecoVtxX, "recoVtxX/D");
+    fANNIETree->Branch("recoVtxY", &fRecoVtxY, "recoVtxY/D");
+    fANNIETree->Branch("recoVtxZ", &fRecoVtxZ, "recoVtxZ/D");
+    fANNIETree->Branch("recoVtxTime", &fRecoVtxTime, "recoVtxTime/D");
+    fANNIETree->Branch("recoDirX", &fRecoDirX, "recoDirX/D");
+    fANNIETree->Branch("recoDirY", &fRecoDirY, "recoDirY/D");
+    fANNIETree->Branch("recoDirZ", &fRecoDirZ, "recoDirZ/D");
+    fANNIETree->Branch("recoAngle", &fRecoAngle, "recoAngle/D");
+    fANNIETree->Branch("recoPhi", &fRecoPhi, "recoPhi/D");
+    fANNIETree->Branch("recoVtxFOM", &fRecoVtxFOM, "recoVtxFOM/D");
+    fANNIETree->Branch("recoStatus", &fRecoStatus, "recoStatus/I");
+  }
+
+  // Reconstructed variables from each step in Muon Reco Analysis
+  // Currently output when RecoDebug_fill = 1 in config
+  if (RecoDebug_fill)
+  {
+    fANNIETree->Branch("seedVtxX", &fSeedVtxX);
+    fANNIETree->Branch("seedVtxY", &fSeedVtxY);
+    fANNIETree->Branch("seedVtxZ", &fSeedVtxZ);
+    fANNIETree->Branch("seedVtxFOM", &fSeedVtxFOM);
+    fANNIETree->Branch("seedVtxTime", &fSeedVtxTime, "seedVtxTime/D");
+
+    fANNIETree->Branch("pointPosX", &fPointPosX, "pointPosX/D");
+    fANNIETree->Branch("pointPosY", &fPointPosY, "pointPosY/D");
+    fANNIETree->Branch("pointPosZ", &fPointPosZ, "pointPosZ/D");
+    fANNIETree->Branch("pointPosTime", &fPointPosTime, "pointPosTime/D");
+    fANNIETree->Branch("pointPosFOM", &fPointPosFOM, "pointPosFOM/D");
+    fANNIETree->Branch("pointPosStatus", &fPointPosStatus, "pointPosStatus/I");
+
+    fANNIETree->Branch("pointDirX", &fPointDirX, "pointDirX/D");
+    fANNIETree->Branch("pointDirY", &fPointDirY, "pointDirY/D");
+    fANNIETree->Branch("pointDirZ", &fPointDirZ, "pointDirZ/D");
+    fANNIETree->Branch("pointDirTime", &fPointDirTime, "pointDirTime/D");
+    fANNIETree->Branch("pointDirStatus", &fPointDirStatus, "pointDirStatus/I");
+    fANNIETree->Branch("pointDirFOM", &fPointDirFOM, "pointDirFOM/D");
+
+    fANNIETree->Branch("pointVtxPosX", &fPointVtxPosX, "pointVtxPosX/D");
+    fANNIETree->Branch("pointVtxPosY", &fPointVtxPosY, "pointVtxPosY/D");
+    fANNIETree->Branch("pointVtxPosZ", &fPointVtxPosZ, "pointVtxPosZ/D");
+    fANNIETree->Branch("pointVtxTime", &fPointVtxTime, "pointVtxTime/D");
+    fANNIETree->Branch("pointVtxDirX", &fPointVtxDirX, "pointVtxDirX/D");
+    fANNIETree->Branch("pointVtxDirY", &fPointVtxDirY, "pointVtxDirY/D");
+    fANNIETree->Branch("pointVtxDirZ", &fPointVtxDirZ, "pointVtxDirZ/D");
+    fANNIETree->Branch("pointVtxFOM", &fPointVtxFOM, "pointVtxFOM/D");
+    fANNIETree->Branch("pointVtxStatus", &fPointVtxStatus, "pointVtxStatus/I");
+  }
+
+  // Difference in MC Truth and Muon Reconstruction Analysis
+  // Output to tree when muonTruthRecoDiff_fill = 1 in config
+  if (muonTruthRecoDiff_fill)
+  {
+    fANNIETree->Branch("deltaVtxX", &fDeltaVtxX, "deltaVtxX/D");
+    fANNIETree->Branch("deltaVtxY", &fDeltaVtxY, "deltaVtxY/D");
+    fANNIETree->Branch("deltaVtxZ", &fDeltaVtxZ, "deltaVtxZ/D");
+    fANNIETree->Branch("deltaVtxR", &fDeltaVtxR, "deltaVtxR/D");
+    fANNIETree->Branch("deltaVtxT", &fDeltaVtxT, "deltaVtxT/D");
+    fANNIETree->Branch("deltaParallel", &fDeltaParallel, "deltaParallel/D");
+    fANNIETree->Branch("deltaPerpendicular", &fDeltaPerpendicular, "deltaPerpendicular/D");
+    fANNIETree->Branch("deltaAzimuth", &fDeltaAzimuth, "deltaAzimuth/D");
+    fANNIETree->Branch("deltaZenith", &fDeltaZenith, "deltaZenith/D");
+    fANNIETree->Branch("deltaAngle", &fDeltaAngle, "deltaAngle/D");
+  }
+
   return true;
 }
 
+bool ANNIEEventTreeMaker::Execute()
+{
+  //****************************** Reset Variables *************************************//
+  ResetVariables();
+
+  //****************************** fillCleanEventsOnly *************************************//
+  //  If only clean events are built, return true for dirty events
+  if (fillCleanEventsOnly)
+  {
+    auto get_flagsapp = m_data->Stores.at("RecoEvent")->Get("EventFlagApplied", fEventStatusApplied);
+    auto get_flags = m_data->Stores.at("RecoEvent")->Get("EventFlagged", fEventStatusFlagged);
+    // auto get_cutstatus = m_data->Stores.at("RecoEvent")->Get("EventCutStatus",fEventCutStatus);
+    if (!get_flagsapp || !get_flags)
+    {
+      Log("PhaseITreeMaker tool: No Event status applied or flagged bitmask!!", v_error, ANNIEEventTreeMakerVerbosity);
+      return false;
+    }
+    // check if event passes the cut
+    if ((fEventStatusFlagged) != 0)
+    {
+      //  if (!fEventCutStatus){
+      Log("ANNIEEventTreeMaker Tool: Event was flagged with one of the active cuts.", v_debug, ANNIEEventTreeMakerVerbosity);
+      return true;
+    }
+  }
+  // done
+
+  //****************************** Fill Event Info *************************************//
+  bool keepLoading = LoadEventInfo();
+  if (!keepLoading)
+    return false;
+  LoadBeamInfo();
+  // done
+
+  //****************************** Fill Hit Info *************************************//
+  if (TankHitInfo_fill)
+  {
+    // this will fill all hits in this event
+    LoadAllTankHits();
+  }
+  if (SiPMPulseInfo_fill)
+  {
+    LoadSiPMHits();
+  }
+  // done
+  //****************************** Fill Cluster Info *************************************//
+  if (TankCluster_fill)
+  {
+    LoadClusterInfo();
+  }
+
+  //****************************** Fill LAPPD Info *************************************//
+  if (LAPPDData_fill)
+  {
+    LoadLAPPDInfo();
+  }
+
+  //****************************** Fill MRD Info *************************************//
+  if (MRDHitInfo_fill)
+  {
+    LoadMRDCluster();
+  }
+
+  //****************************** Fill Reco Info *************************************//
+  bool got_reco = false;
+  if (TankReco_fill)
+  {
+    got_reco = FillTankRecoInfo();
+  }
+
+  if (RecoDebug_fill)
+    FillRecoDebugInfo();
+
+  //****************************** Fill MCTruth Info *************************************//
+  bool gotmctruth = false;
+  if (MCTruth_fill)
+  {
+    gotmctruth = FillMCTruthInfo(); // todo
+  }
+  if (muonTruthRecoDiff_fill)
+    this->FillTruthRecoDiffInfo(gotmctruth, got_reco);
+
+  //****************************** Fill Reco Summary *************************************//
+  if (got_reco && gotmctruth && (ANNIEEventTreeMakerVerbosity > 4))
+  {
+    RecoSummary();
+  }
+
+  //****************************** Fill Tree *************************************//
+  fANNIETree->Fill();
+
+  processedEvents++;
+  return true;
+}
 
-bool ANNIEEventTreeMaker::Execute(){
+bool ANNIEEventTreeMaker::Finalise()
+{
+  Log("ANNIEEventTreeMaker Tool: Got " + std::to_string(processedEvents) + " events", 0, ANNIEEventTreeMakerVerbosity);
+  fOutput_tfile->cd();
+  fANNIETree->Write();
+  fOutput_tfile->Close();
+  Log("ANNIEEventTreeMaker Tool: Tree written to file", 0, ANNIEEventTreeMakerVerbosity);
 
   return true;
 }
 
+void ANNIEEventTreeMaker::ResetVariables()
+{
+  // Reset all variables
+
+  // Event Info
+  fRunNumber = 0;
+  fSubrunNumber = 0;
+  fPartFileNumber = 0;
+  fEventNumber = 0;
+  fPrimaryTriggerWord = 0;
+  fPrimaryTriggerTime = 0;
+  fTriggerword = 0;
+  fExtended = 0;
+  fTankMRDCoinc = 0;
+  fNoVeto = 0;
+  fHasTank = 0;
+  fHasMRD = 0;
+  fHasLAPPD = 0;
+  fGroupedTriggerTime.clear();
+  fGroupedTriggerWord.clear();
+  fDataStreams.clear();
+  fEventTimeTank = 0;
+  fEventTimeMRD = 0;
+
+  // beam info
+  fPot = -9999;
+  fBeamok = 0;
+  beam_E_TOR860 = -9999;
+  beam_E_TOR875 = -9999;
+  beam_THCURR = -9999;
+  beam_BTJT2 = -9999;
+  beam_HP875 = -9999;
+  beam_VP875 = -9999;
+  beam_HPTG1 = -9999;
+  beam_VPTG1 = -9999;
+  beam_HPTG2 = -9999;
+  beam_VPTG2 = -9999;
+  beam_BTH2T2 = -9999;
+  fBeamInfoTime = 0;
+  fBeamInfoTimeToTriggerDiff = -9999;
+
+  // TankHitInfo
+  fNHits = 0;
+  fIsFiltered.clear();
+  fHitX.clear();
+  fHitY.clear();
+  fHitZ.clear();
+  fHitT.clear();
+  fHitQ.clear();
+  fHitPE.clear();
+  fHitType.clear();
+  fHitDetID.clear();
+  fHitChankey.clear();
+  fHitChankeyMC.clear();
+
+  // SiPMPulse Info
+  fSiPM1NPulses = 0;
+  fSiPM2NPulses = 0;
+  fSiPMHitQ.clear();
+  fSiPMHitT.clear();
+  fSiPMHitAmplitude.clear();
+  fSiPMNum.clear();
+
+  // LAPPDData_fill
+  fLAPPD_Count = 0;
+  fLAPPD_ID.clear();
+  fLAPPD_Beamgate_ns.clear();
+  fLAPPD_Timestamp_ns.clear();
+  fLAPPD_Beamgate_Raw.clear();
+  fLAPPD_Timestamp_Raw.clear();
+  fLAPPD_Offset.clear();
+  fLAPPD_TSCorrection.clear();
+  fLAPPD_BGCorrection.clear();
+  fLAPPD_OSInMinusPS.clear();
+
+  // LAPPD Reco Fill
+  fLAPPDPulseTimeStampUL.clear();
+  fLAPPDPulseBeamgateUL.clear();
+  fLAPPD_IDs.clear();
+  fChannelID.clear();
+  fPulsePeakTime.clear();
+  fPulseCharge.clear();
+  fPulsePeakAmp.clear();
+  fPulseStart.clear();
+  fPulseEnd.clear();
+  fPulseWidth.clear();
+  fPulseSide.clear();
+  fPulseStripNum.clear();
+  fChannelBaseline.clear();
+
+  fLAPPDHitTimeStampUL.clear();
+  fLAPPDHitBeamgateUL.clear();
+  fLAPPDHit_IDs.clear();
+  fLAPPDHitChannel.clear();
+  fLAPPDHitStrip.clear();
+  fLAPPDHitTime.clear();
+  fLAPPDHitAmp.clear();
+  fLAPPDHitParallelPos.clear();
+  fLAPPDHitTransversePos.clear();
+  fLAPPDHitP1StartTime.clear();
+  fLAPPDHitP2StartTime.clear();
+  fLAPPDHitP1EndTime.clear();
+  fLAPPDHitP2EndTime.clear();
+
+  LAPPDWaveformChankey.clear();
+  waveformMaxValue.clear();
+  waveformRMSValue.clear();
+  waveformMaxFoundNear.clear();
+  waveformMaxNearingValue.clear();
+  waveformMaxTimeBinValue.clear();
+
+  // tank cluster information
+  fNumberOfClusters = 0;
+
+  fClusterHits.clear();
+  fClusterChargeV.clear();
+  fClusterTimeV.clear();
+  fClusterPEV.clear();
+
+  fCluster_HitX.clear();
+  fCluster_HitY.clear();
+  fCluster_HitZ.clear();
+  fCluster_HitT.clear();
+  fCluster_HitQ.clear();
+  fCluster_HitPE.clear();
+  fCluster_HitType.clear();
+  fCluster_HitDetID.clear();
+  fCluster_HitChankey.clear();
+  fCluster_HitChankeyMC.clear();
+
+  fClusterMaxPEV.clear();
+  fClusterChargePointXV.clear();
+  fClusterChargePointYV.clear();
+  fClusterChargePointZV.clear();
+  fClusterChargeBalanceV.clear();
+
+  // MRD cluster information
+  fEventTimeMRD_Tree = 0;
+  fMRDClusterNumber = 0;
+  fMRDClusterHits = 0;
+  fMRDClusterTime = 0;
+  fMRDClusterTimeSigma = 0;
+
+  fVetoHit = 0;
+  fMRDHitT.clear();
+  fMRDHitDetID.clear();
+  fMRDHitChankey.clear();
+  fMRDHitChankeyMC.clear();
+  fFMVHitT.clear();
+  fFMVHitDetID.clear();
+  fFMVHitChankey.clear();
+  fFMVHitChankeyMC.clear();
+
+  fNumMRDClusterTracks = 0;
+  fMRDTrackAngle.clear();
+  fMRDTrackAngleError.clear();
+  fMRDPenetrationDepth.clear();
+  fMRDTrackLength.clear();
+  fMRDEntryPointRadius.clear();
+  fMRDEnergyLoss.clear();
+  fMRDEnergyLossError.clear();
+  fMRDTrackStartX.clear();
+  fMRDTrackStartY.clear();
+  fMRDTrackStartZ.clear();
+  fMRDTrackStopX.clear();
+  fMRDTrackStopY.clear();
+  fMRDTrackStopZ.clear();
+  fMRDSide.clear();
+  fMRDStop.clear();
+  fMRDThrough.clear();
+  fMRDClusterIndex.clear();
+  fNumClusterTracks.clear();
+
+  // fillCleanEventsOnly
+  fEventStatusApplied = 0;
+  fEventStatusFlagged = 0;
+
+  // MCTruth_fill
+  if (MCTruth_fill)
+  {
+    fMCEventNum = 0;
+    fMCTriggerNum = 0;
+    fiMCTriggerNum = -9999;
+
+    fTrueVtxX = -9999;
+    fTrueVtxY = -9999;
+    fTrueVtxZ = -9999;
+    fTrueVtxTime = -9999;
+    fTrueDirX = -9999;
+    fTrueDirY = -9999;
+    fTrueDirZ = -9999;
+    fTrueAngle = -9999;
+    fTruePhi = -9999;
+    fTrueMuonEnergy = -9999;
+    fTruePrimaryPdg = -9999;
+    fTrueTrackLengthInWater = -9999;
+    fTrueTrackLengthInMRD = -9999;
+    fTruePrimaryPdgs->clear();
+    fTrueNeutCapVtxX->clear();
+    fTrueNeutCapVtxY->clear();
+    fTrueNeutCapVtxZ->clear();
+    fTrueNeutCapNucleus->clear();
+    fTrueNeutCapTime->clear();
+    fTrueNeutCapGammas->clear();
+    fTrueNeutCapE->clear();
+    fTrueNeutCapGammaE->clear();
+    fTrueMultiRing = -9999;
+  }
+
+  // Genie information for event
+  fTrueNeutrinoEnergy = -9999;
+  fTrueNeutrinoMomentum_X = -9999;
+  fTrueNeutrinoMomentum_Y = -9999;
+  fTrueNeutrinoMomentum_Z = -9999;
+  fTrueNuIntxVtx_X = -9999;
+  fTrueNuIntxVtx_Y = -9999;
+  fTrueNuIntxVtx_Z = -9999;
+  fTrueNuIntxVtx_T = -9999;
+  fTrueFSLVtx_X = -9999;
+  fTrueFSLVtx_Y = -9999;
+  fTrueFSLVtx_Z = -9999;
+  fTrueFSLMomentum_X = -9999;
+  fTrueFSLMomentum_Y = -9999;
+  fTrueFSLMomentum_Z = -9999;
+  fTrueFSLTime = -9999;
+  fTrueFSLMass = -9999;
+  fTrueFSLPdg = -9999;
+  fTrueFSLEnergy = -9999;
+  fTrueQ2 = -9999;
+  fTrueCC = -9999;
+  fTrueNC = -9999;
+  fTrueQEL = -9999;
+  fTrueRES = -9999;
+  fTrueDIS = -9999;
+  fTrueCOH = -9999;
+  fTrueMEC = -9999;
+  fTrueNeutrons = -9999;
+  fTrueProtons = -9999;
+  fTruePi0 = -9999;
+  fTruePiPlus = -9999;
+  fTruePiPlusCher = -9999;
+  fTruePiMinus = -9999;
+  fTruePiMinusCher = -9999;
+  fTrueKPlus = -9999;
+  fTrueKPlusCher = -9999;
+  fTrueKMinus = -9999;
+  fTrueKMinusCher = -9999;
+
+  // TankReco_fill
+  fRecoVtxX = -9999;
+  fRecoVtxY = -9999;
+  fRecoVtxZ = -9999;
+  fRecoVtxTime = -9999;
+  fRecoVtxFOM = -9999;
+  fRecoDirX = -9999;
+  fRecoDirY = -9999;
+  fRecoDirZ = -9999;
+  fRecoAngle = -9999;
+  fRecoPhi = -9999;
+  fRecoStatus = -9999;
+
+  // RecoDebug_fill
+  fSeedVtxX.clear();
+  fSeedVtxY.clear();
+  fSeedVtxZ.clear();
+  fSeedVtxFOM.clear();
+  fSeedVtxTime = -9999;
+
+  // Reco vertex
+  // Point Position Vertex
+  fPointVtxPosX = -9999;
+  fPointVtxPosY = -9999;
+  fPointVtxPosZ = -9999;
+  fPointVtxTime = -9999;
+  fPointPosFOM = -9999;
+  fPointPosStatus = -9999;
+  fPointVtxDirX = -9999;
+  fPointVtxDirY = -9999;
+  fPointVtxDirZ = -9999;
+  fPointDirTime = -9999;
+  fPointDirFOM = -9999;
+  fPointDirStatus = -9999;
+
+  // Point Vertex Finder
+  fPointVtxPosX = -9999;
+  fPointVtxPosY = -9999;
+  fPointVtxPosZ = -9999;
+  fPointVtxTime = -9999;
+  fPointVtxDirX = -9999;
+  fPointVtxDirY = -9999;
+  fPointVtxDirZ = -9999;
+  fPointVtxFOM = -9999;
+  fPointVtxStatus = -9999;
+
+  // Difference between MC and Truth
+  fDeltaVtxX = -9999;
+  fDeltaVtxY = -9999;
+  fDeltaVtxZ = -9999;
+  fDeltaVtxR = -9999;
+  fDeltaVtxT = -9999;
+  fDeltaParallel = -9999;
+  fDeltaPerpendicular = -9999;
+  fDeltaAzimuth = -9999;
+  fDeltaZenith = -9999;
+  fDeltaAngle = -9999;
+
+  // Pion and kaon counts for event
+  fPi0Count = 0;
+  fPiPlusCount = 0;
+  fPiMinusCount = 0;
+  fK0Count = 0;
+  fKPlusCount = 0;
+  fKMinusCount = 0;
+
+  // Event Info
+  fDataStreams.clear();
+  GroupedTrigger.clear();
+
+  // LAPPDData_fill
+  LAPPDDataMap.clear();
+  LAPPDBeamgate_ns.clear();
+  LAPPDTimeStamps_ns.clear();
+  LAPPDTimeStampsRaw.clear();
+  LAPPDBeamgatesRaw.clear();
+  LAPPDOffsets.clear();
+  LAPPDTSCorrection.clear();
+  LAPPDBGCorrection.clear();
+  LAPPDOSInMinusPS.clear();
+
+  // LAPPD Reco Fill
+  lappdPulses.clear();
+  lappdHits.clear();
+
+  waveformMax.clear();
+  waveformRMS.clear();
+  waveformMaxLast.clear();
+  waveformMaxNearing.clear();
+  waveformMaxTimeBin.clear();
+}
+
+bool ANNIEEventTreeMaker::LoadEventInfo()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadEventInfo", v_warning, ANNIEEventTreeMakerVerbosity);
+  m_data->Stores["ANNIEEvent"]->Get("RunNumber", fRunNumber);
+  m_data->Stores["ANNIEEvent"]->Get("SubRunNumber", fSubrunNumber);
+  m_data->Stores["ANNIEEvent"]->Get("PartNumber", fPartFileNumber);
+  m_data->Stores["ANNIEEvent"]->Get("EventNumber", fEventNumber);
+  m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerWord", fPrimaryTriggerWord);
+  if (fPrimaryTriggerWord == 14)
+    trigword = 5;
+  else
+    trigword = fPrimaryTriggerWord;
+  m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerTime", fPrimaryTriggerTime);
+  m_data->Stores["ANNIEEvent"]->Get("GroupedTrigger", GroupedTrigger);
+  m_data->Stores["ANNIEEvent"]->Get("TriggerWord", fTriggerword);
+  m_data->Stores["ANNIEEvent"]->Get("TriggerExtended", fExtended);
+  m_data->Stores["ANNIEEvent"]->Get("DataStreams", fDataStreams);
+
+  bool pmtmrdcoinc, noveto;
+  m_data->Stores["RecoEvent"]->Get("PMTMRDCoinc", pmtmrdcoinc);
+  m_data->Stores["RecoEvent"]->Get("NoVeto", noveto);
+  if (pmtmrdcoinc)
+    fTankMRDCoinc = 1;
+  else
+    fTankMRDCoinc = 0;
+
+  if (noveto)
+    fNoVeto = 1;
+  else
+    fNoVeto = 0;
+
+  if (fDataStreams["Tank"] == 1)
+    fHasTank = 1;
+  else
+    fHasTank = 0;
+
+  if (fDataStreams["MRD"] == 1)
+    fHasMRD = 1;
+  else
+    fHasMRD = 0;
+
+  if (fDataStreams["LAPPD"] == 1)
+    fHasLAPPD = 1;
+  else
+    fHasLAPPD = 0;
+
+  for (std::map<uint64_t, uint32_t>::iterator it = GroupedTrigger.begin(); it != GroupedTrigger.end(); ++it)
+  {
+    uint64_t key = it->first;
+    uint32_t value = it->second;
+
+    fGroupedTriggerTime.push_back(key);
+    fGroupedTriggerWord.push_back(value);
+  }
+
+  bool gotETT = m_data->Stores["ANNIEEvent"]->Get("EventTimeTank", fEventTimeTank);
+  if (!gotETT)
+    fEventTimeTank = 0;
+
+  TimeClass tm;
+  bool gotETMRD = m_data->Stores["ANNIEEvent"]->Get("EventTimeMRD", tm);
+  fEventTimeMRD = (ULong64_t)tm.GetNs();
+
+  if (!gotETMRD)
+    fEventTimeMRD = 0;
+
+
+  if (fillAllTriggers)
+    return true;
+  else if (fill_singleTrigger)
+  {
+    if (fPrimaryTriggerWord == fill_singleTriggerWord)
+      return true;
+    else
+      return false;
+  }
+  else if (fill_TriggerWord.size() > 0)
+  {
+    for (auto trig : fill_TriggerWord)
+    {
+      if (fPrimaryTriggerWord == trig)
+        return true;
+    }
+    return false;
+  }
+  else
+    return true;
+
+}
+
+void ANNIEEventTreeMaker::LoadBeamInfo()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadBeamInfo", v_debug, ANNIEEventTreeMakerVerbosity);
 
-bool ANNIEEventTreeMaker::Finalise(){
+  m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR860", beam_E_TOR860);
+  m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875", beam_E_TOR875);
+  m_data->Stores["ANNIEEvent"]->Get("beam_THCURR", beam_THCURR);
+  m_data->Stores["ANNIEEvent"]->Get("beam_BTJT2", beam_BTJT2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_HP875", beam_HP875);
+  m_data->Stores["ANNIEEvent"]->Get("beam_VP875", beam_VP875);
+  m_data->Stores["ANNIEEvent"]->Get("beam_HPTG1", beam_HPTG1);
+  m_data->Stores["ANNIEEvent"]->Get("beam_VPTG1", beam_VPTG1);
+  m_data->Stores["ANNIEEvent"]->Get("beam_HPTG2", beam_HPTG2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_VPTG2", beam_VPTG2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_BTH2T2", beam_BTH2T2);
+
+  m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875", fPot);
+  m_data->Stores["ANNIEEvent"]->Get("beam_good", fBeamok);
+
+  m_data->Stores["ANNIEEvent"]->Get("BeamInfoTime", fBeamInfoTime);
+  m_data->Stores["ANNIEEvent"]->Get("BeamInfoTimeToTriggerDiff", fBeamInfoTimeToTriggerDiff);
+}
+
+void ANNIEEventTreeMaker::LoadAllTankHits()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadAllTankHits", v_debug, ANNIEEventTreeMakerVerbosity);
+  std::map<unsigned long, std::vector<Hit>> *Hits = nullptr;
+  std::map<unsigned long, std::vector<MCHit>> *MCHits = nullptr;
+  bool got_hits = false;
+  if (isData)
+    got_hits = m_data->Stores["ANNIEEvent"]->Get("Hits", Hits);
+  else
+    got_hits = m_data->Stores["ANNIEEvent"]->Get("MCHits", MCHits);
+  if (!got_hits)
+  {
+    std::cout << "No Hits store in ANNIEEvent. Continuing to build tree " << std::endl;
+    return;
+  }
+
+  Position detector_center = geom->GetTankCentre();
+  double tank_center_x = detector_center.X();
+  double tank_center_y = detector_center.Y();
+  double tank_center_z = detector_center.Z();
+  fNHits = 0;
+
+  std::map<unsigned long, std::vector<Hit>>::iterator it_tank_data;
+  std::map<unsigned long, std::vector<MCHit>>::iterator it_tank_mc;
+  if (isData)
+    it_tank_data = (*Hits).begin();
+  else
+    it_tank_mc = (*MCHits).begin();
+  bool loop_tank = true;
+  int hits_size = (isData) ? Hits->size() : MCHits->size();
+  if (hits_size == 0)
+    loop_tank = false;
+
+  while (loop_tank)
+  {
+    // start to fill tank info to vectors
+    unsigned long channel_key;
+    if (isData)
+      channel_key = it_tank_data->first;
+    else
+      channel_key = it_tank_mc->first;
+    Detector *this_detector = geom->ChannelToDetector(channel_key);
+    Position det_position = this_detector->GetDetectorPosition();
+    unsigned long detkey = this_detector->GetDetectorID();
+    unsigned long channel_key_data = channel_key;
+    if (!isData)
+    {
+      int wcsimid = channelkey_to_pmtid.at(channel_key);
+      channel_key_data = pmtid_to_channelkey[wcsimid];
+    }
+    std::map<int, double>::iterator it = ChannelKeyToSPEMap.find(channel_key);
+    std::map<int, double>::iterator it_mc = ChannelKeyToSPEMap.find(channel_key_data);
+    bool SPE_available = true;
+    if (isData)
+      SPE_available = (it != ChannelKeyToSPEMap.end());
+    else
+      SPE_available = (it_mc != ChannelKeyToSPEMap.end());
+    if (SPE_available)
+    { // Charge to SPE conversion is available
+      if (isData)
+      {
+        std::vector<Hit> ThisPMTHits = it_tank_data->second;
+        fNHits += ThisPMTHits.size();
+        for (Hit &ahit : ThisPMTHits)
+        {
+          double hit_charge = ahit.GetCharge();
+          double hit_PE = hit_charge / ChannelKeyToSPEMap.at(channel_key);
+          fHitX.push_back((det_position.X() - tank_center_x));
+          fHitY.push_back((det_position.Y() - tank_center_y));
+          fHitZ.push_back((det_position.Z() - tank_center_z));
+          fHitT.push_back(ahit.GetTime());
+          fHitQ.push_back(hit_charge);
+          fHitPE.push_back(hit_PE);
+          fHitDetID.push_back(detkey);
+          fHitChankey.push_back(channel_key);
+          fHitChankeyMC.push_back(channel_key);
+          fHitType.push_back(RecoDigit::PMT8inch); // 0 For PMTs
+        }
+      }
+      else
+      {
+        std::vector<MCHit> ThisPMTHits = it_tank_mc->second;
+        fNHits += ThisPMTHits.size();
+        for (MCHit &ahit : ThisPMTHits)
+        {
+          double hit_PE = ahit.GetCharge();
+          double hit_charge = hit_PE * ChannelKeyToSPEMap.at(channel_key_data);
+          fHitX.push_back((det_position.X() - tank_center_x));
+          fHitY.push_back((det_position.Y() - tank_center_y));
+          fHitZ.push_back((det_position.Z() - tank_center_z));
+          fHitT.push_back(ahit.GetTime());
+          fHitQ.push_back(hit_charge);
+          fHitPE.push_back(hit_PE);
+          fHitDetID.push_back(detkey);
+          fHitChankey.push_back(channel_key_data);
+          fHitChankeyMC.push_back(channel_key);
+          fHitType.push_back(RecoDigit::PMT8inch); // 0 For PMTs
+        }
+      }
+    }
+
+    if (isData)
+    {
+      it_tank_data++;
+      if (it_tank_data == (*Hits).end())
+        loop_tank = false;
+    }
+    else
+    {
+      it_tank_mc++;
+      if (it_tank_mc == (*MCHits).end())
+        loop_tank = false;
+    }
+  }
+  return;
+}
+
+void ANNIEEventTreeMaker::LoadSiPMHits()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadSiPMHits", v_debug, ANNIEEventTreeMakerVerbosity);
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> aux_pulse_map;
+  m_data->Stores.at("ANNIEEvent")->Get("RecoADCAuxHits", aux_pulse_map);
+  fSiPM1NPulses = 0;
+  fSiPM2NPulses = 0;
+  for (const auto &temp_pair : aux_pulse_map)
+  {
+    const auto &channel_key = temp_pair.first;
+    // For now, only calibrate the SiPM waveforms
+    int sipm_number = -1;
+    if (AuxChannelNumToTypeMap->at(channel_key) == "SiPM1")
+    {
+      sipm_number = 1;
+    }
+    else if (AuxChannelNumToTypeMap->at(channel_key) == "SiPM2")
+    {
+      sipm_number = 2;
+    }
+    else
+      continue;
+
+    std::vector<std::vector<ADCPulse>> sipm_minibuffers = temp_pair.second;
+    size_t num_minibuffers = sipm_minibuffers.size(); // Should be size 1 in FrankDAQ mode
+    for (size_t mb = 0; mb < num_minibuffers; ++mb)
+    {
+      std::vector<ADCPulse> thisbuffer_pulses = sipm_minibuffers.at(mb);
+      if (sipm_number == 1)
+        fSiPM1NPulses += thisbuffer_pulses.size();
+      if (sipm_number == 2)
+        fSiPM2NPulses += thisbuffer_pulses.size();
+      for (size_t i = 0; i < thisbuffer_pulses.size(); i++)
+      {
+        ADCPulse apulse = thisbuffer_pulses.at(i);
+        fSiPMHitAmplitude.push_back(apulse.amplitude());
+        fSiPMHitT.push_back(apulse.peak_time());
+        fSiPMHitQ.push_back(apulse.charge());
+        fSiPMNum.push_back(sipm_number);
+      }
+    }
+  }
+}
+
+void ANNIEEventTreeMaker::LoadLAPPDInfo()
+{
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+  if (LAPPDDataMap.size() != 0)
+  {
+    FillLAPPDInfo();
+    // print the content of fDataStreams, and the size of data map
+    // cout<<"Found LAPPDData, LAPPDDataMap Size: "<<LAPPDDataMap.size()<<endl;
+    if (LAPPDReco_fill)
+    {
+      FillLAPPDPulse();
+      FillLAPPDHit();
+    }
+  }
+}
+
+void ANNIEEventTreeMaker::FillLAPPDInfo()
+{
+  fLAPPD_Count = LAPPDDataMap.size();
+  for (std::map<uint64_t, PsecData>::iterator it = LAPPDDataMap.begin(); it != LAPPDDataMap.end(); ++it)
+  {
+    uint64_t key = it->first;
+    PsecData psecData = it->second;
+    fLAPPD_ID.push_back(psecData.LAPPD_ID);
+    fLAPPD_Beamgate_ns.push_back(LAPPDBeamgate_ns[key]);
+    fLAPPD_Timestamp_ns.push_back(LAPPDTimeStamps_ns[key]);
+    fLAPPD_Beamgate_Raw.push_back(LAPPDBeamgatesRaw[key]);
+    fLAPPD_Timestamp_Raw.push_back(LAPPDTimeStampsRaw[key]);
+    fLAPPD_Offset.push_back(LAPPDOffsets[key]);
+    fLAPPD_TSCorrection.push_back(LAPPDTSCorrection[key]);
+    fLAPPD_BGCorrection.push_back(LAPPDBGCorrection[key]);
+    fLAPPD_OSInMinusPS.push_back(LAPPDOSInMinusPS[key]);
+  }
+}
+
+void ANNIEEventTreeMaker::FillLAPPDPulse()
+{
+  bool gotPulse = m_data->Stores["ANNIEEvent"]->Get("LAPPDPulses", lappdPulses);
+  if (gotPulse)
+  {
+
+    std::map<unsigned long, vector<vector<LAPPDPulse>>>::iterator it;
+    for (it = lappdPulses.begin(); it != lappdPulses.end(); it++)
+    {
+      int stripno = it->first;
+      vector<vector<LAPPDPulse>> stripPulses = it->second;
+
+      vector<LAPPDPulse> pulse0 = stripPulses.at(0);
+      vector<LAPPDPulse> pulse1 = stripPulses.at(1);
+      for (int i = 0; i < pulse0.size(); i++)
+      {
+        fPulseSide.push_back(0);
+        LAPPDPulse thisPulse = pulse0.at(i);
+        fLAPPD_IDs.push_back(thisPulse.GetTubeId());
+        fChannelID.push_back(thisPulse.GetChannelID());
+        fPulseStripNum.push_back(stripno);
+        fPulsePeakTime.push_back(thisPulse.GetTime());
+        fPulseCharge.push_back(thisPulse.GetCharge());
+        fPulsePeakAmp.push_back(thisPulse.GetPeak());
+        fPulseStart.push_back(thisPulse.GetLowRange());
+        fPulseEnd.push_back(thisPulse.GetHiRange());
+        fPulseWidth.push_back(thisPulse.GetHiRange() - thisPulse.GetLowRange());
+      }
+      for (int i = 0; i < pulse1.size(); i++)
+      {
+        fPulseSide.push_back(1);
+        LAPPDPulse thisPulse = pulse1.at(i);
+        fLAPPD_IDs.push_back(thisPulse.GetTubeId());
+        fChannelID.push_back(thisPulse.GetChannelID());
+        fPulseStripNum.push_back(stripno);
+        fPulsePeakTime.push_back(thisPulse.GetTime());
+        fPulseCharge.push_back(thisPulse.GetCharge());
+        fPulsePeakAmp.push_back(thisPulse.GetPeak());
+        fPulseStart.push_back(thisPulse.GetLowRange());
+        fPulseEnd.push_back(thisPulse.GetHiRange());
+        fPulseWidth.push_back(thisPulse.GetHiRange() - thisPulse.GetLowRange());
+      }
+    }
+  }
+}
+
+void ANNIEEventTreeMaker::FillLAPPDHit()
+{
+  bool gotHit = m_data->Stores["ANNIEEvent"]->Get("LAPPDHits", lappdHits);
+
+  if (gotHit)
+  {
+    std::map<unsigned long, vector<LAPPDHit>>::iterator it;
+    for (it = lappdHits.begin(); it != lappdHits.end(); it++)
+    {
+      int stripno = it->first;
+      vector<LAPPDHit> stripHits = it->second;
+      for (int i = 0; i < stripHits.size(); i++)
+      {
+        LAPPDHit thisHit = stripHits.at(i);
+        fLAPPDHit_IDs.push_back(thisHit.GetTubeId());
+        fLAPPDHitStrip.push_back(stripno);
+        fLAPPDHitTime.push_back(thisHit.GetTime());
+        fLAPPDHitAmp.push_back(thisHit.GetCharge());
+        vector<double> position = thisHit.GetPosition();
+        /*
+        XPosTank = position.at(0);
+        YPosTank = position.at(1);
+        ZPosTank = position.at(2);*/
+        vector<double> localPosition = thisHit.GetLocalPosition();
+        fLAPPDHitParallelPos.push_back(localPosition.at(0));
+        fLAPPDHitTransversePos.push_back(localPosition.at(1));
+        fLAPPDHitP1StartTime.push_back(thisHit.GetPulse1StartTime());
+        fLAPPDHitP2StartTime.push_back(thisHit.GetPulse2StartTime());
+        fLAPPDHitP1EndTime.push_back(thisHit.GetPulse1LastTime());
+        fLAPPDHitP2EndTime.push_back(thisHit.GetPulse2LastTime());
+      }
+    }
+  }
+}
+
+bool ANNIEEventTreeMaker::LoadClusterInfo()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadClusterInfo", v_debug, ANNIEEventTreeMakerVerbosity);
+
+  std::map<double, std::vector<Hit>> *m_all_clusters = nullptr;
+  std::map<double, std::vector<MCHit>> *m_all_clusters_MC = nullptr;
+  std::map<double, std::vector<unsigned long>> *m_all_clusters_detkeys = nullptr;
+
+  bool get_clusters = false;
+  if (isData)
+  {
+    get_clusters = m_data->CStore.Get("ClusterMap", m_all_clusters);
+    if (!get_clusters)
+    {
+      std::cout << "ANNIEEventTreeMaker tool: No clusters found!" << std::endl;
+      return false;
+    }
+  }
+  else
+  {
+    get_clusters = m_data->CStore.Get("ClusterMapMC", m_all_clusters_MC);
+    if (!get_clusters)
+    {
+      std::cout << "ANNIEEventTreeMaker tool: No clusters found (MC)!" << std::endl;
+      return false;
+    }
+  }
+  get_clusters = m_data->CStore.Get("ClusterMapDetkey", m_all_clusters_detkeys);
+  if (!get_clusters)
+  {
+    std::cout << "ANNIEEventTreeMaker tool: No cluster detkeys found!" << std::endl;
+    return false;
+  }
+  Log("ANNIEEventTreeMaker Tool: Accessing pairs in all_clusters map", v_debug, ANNIEEventTreeMakerVerbosity);
+
+  int cluster_num = 0;
+  int cluster_size = 0;
+  if (isData)
+    cluster_size = (int)m_all_clusters->size();
+  else
+    cluster_size = (int)m_all_clusters_MC->size();
+
+  std::map<double, std::vector<Hit>>::iterator it_cluster_pair;
+  std::map<double, std::vector<MCHit>>::iterator it_cluster_pair_mc;
+  bool loop_map = true;
+  if (isData)
+    it_cluster_pair = (*m_all_clusters).begin();
+  else
+    it_cluster_pair_mc = (*m_all_clusters_MC).begin();
+  if (cluster_size == 0)
+    loop_map = false;
+
+  fNumberOfClusters = cluster_size;
+  while (loop_map)
+  {
+    if (isData)
+    {
+      std::vector<Hit> cluster_hits = it_cluster_pair->second;
+      double thisClusterTime = it_cluster_pair->first;
+      if (cluster_TankHitInfo_fill)
+      {
+        Log("ANNIEEventTreeMaker Tool: Loading tank cluster hits into cluster tree", v_debug, ANNIEEventTreeMakerVerbosity);
+        fClusterTimeV.push_back(thisClusterTime);
+        this->LoadTankClusterHits(cluster_hits);
+      }
+
+      bool good_class = this->LoadTankClusterClassifiers(it_cluster_pair->first);
+      if (!good_class)
+      {
+        if (ANNIEEventTreeMakerVerbosity > 3)
+          Log("ANNIEEventTreeMaker Tool: No cluster classifiers.  Continuing tree", v_debug, ANNIEEventTreeMakerVerbosity);
+      }
+    }
+    else
+    {
+      std::vector<MCHit> cluster_hits = it_cluster_pair_mc->second;
+      double thisClusterTime = it_cluster_pair_mc->first;
+      std::vector<unsigned long> cluster_detkeys = m_all_clusters_detkeys->at(it_cluster_pair_mc->first);
+      if (cluster_TankHitInfo_fill)
+      {
+        Log("ANNIEEventTreeMaker Tool: Loading tank cluster hits into cluster tree", v_debug, ANNIEEventTreeMakerVerbosity);
+        fClusterTimeV.push_back(thisClusterTime);
+        this->LoadTankClusterHitsMC(cluster_hits, cluster_detkeys);
+      }
+      bool good_class = this->LoadTankClusterClassifiers(it_cluster_pair_mc->first);
+      if (!good_class)
+      {
+        if (ANNIEEventTreeMakerVerbosity > 3)
+          Log("ANNIEEventTreeMaker Tool: No cluster classifiers.  Continuing tree", v_debug, ANNIEEventTreeMakerVerbosity);
+      }
+    }
+
+    if (isData)
+    {
+      it_cluster_pair++;
+      if (it_cluster_pair == (*m_all_clusters).end())
+        loop_map = false;
+    }
+    else
+    {
+      it_cluster_pair_mc++;
+      if (it_cluster_pair_mc == (*m_all_clusters_MC).end())
+        loop_map = false;
+    }
+  }
 
   return true;
 }
+
+void ANNIEEventTreeMaker::LoadTankClusterHits(std::vector<Hit> cluster_hits)
+{
+  Position detector_center = geom->GetTankCentre();
+  double tank_center_x = detector_center.X();
+  double tank_center_y = detector_center.Y();
+  double tank_center_z = detector_center.Z();
+
+  double ClusterCharge = 0;
+  double ClusterPE = 0;
+  int ClusterHitNum = 0;
+  vector<double> HitXV;
+  vector<double> HitYV;
+  vector<double> HitZV;
+  vector<double> HitTV;
+  vector<double> HitQV;
+  vector<double> HitPEV;
+  vector<int> HitTypeV;
+  vector<int> HitDetIDV;
+  vector<int> HitChankeyV;
+  vector<int> HitCKMC;
+
+  for (int i = 0; i < (int)cluster_hits.size(); i++)
+  {
+    int channel_key = cluster_hits.at(i).GetTubeId();
+    std::map<int, double>::iterator it = ChannelKeyToSPEMap.find(channel_key);
+    if (it != ChannelKeyToSPEMap.end())
+    { // Charge to SPE conversion is available
+      Detector *this_detector = geom->ChannelToDetector(channel_key);
+      unsigned long detkey = this_detector->GetDetectorID();
+      Position det_position = this_detector->GetDetectorPosition();
+      double hit_charge = cluster_hits.at(i).GetCharge();
+      double hit_PE = hit_charge / ChannelKeyToSPEMap.at(channel_key);
+      HitXV.push_back((det_position.X() - tank_center_x));
+      HitYV.push_back((det_position.Y() - tank_center_y));
+      HitZV.push_back((det_position.Z() - tank_center_z));
+      HitQV.push_back(hit_charge);
+      HitPEV.push_back(hit_PE);
+      HitTV.push_back(cluster_hits.at(i).GetTime());
+      HitDetIDV.push_back(detkey);
+
+      HitChankeyV.push_back(channel_key);
+      HitCKMC.push_back(channel_key);
+      HitTypeV.push_back(RecoDigit::PMT8inch);
+      ClusterCharge += hit_charge;
+      ClusterPE += hit_PE;
+      ClusterHitNum += 1;
+    }
+    else
+    {
+      if (ANNIEEventTreeMakerVerbosity > 4)
+      {
+        std::cout << "FOUND A HIT FOR CHANNELKEY " << channel_key << "BUT NO CONVERSION " << "TO PE AVAILABLE.  SKIPPING PE." << std::endl;
+      }
+    }
+  }
+  fClusterHits.push_back(ClusterHitNum);
+  fClusterChargeV.push_back(ClusterCharge);
+  fClusterPEV.push_back(ClusterPE);
+
+  fCluster_HitX.push_back(HitXV);
+  fCluster_HitY.push_back(HitYV);
+  fCluster_HitZ.push_back(HitZV);
+  fCluster_HitT.push_back(HitTV);
+  fCluster_HitQ.push_back(HitQV);
+  fCluster_HitPE.push_back(HitPEV);
+  fCluster_HitType.push_back(HitTypeV);
+  fCluster_HitDetID.push_back(HitDetIDV);
+  fCluster_HitChankey.push_back(HitChankeyV);
+  fCluster_HitChankeyMC.push_back(HitCKMC);
+
+  return;
+}
+
+void ANNIEEventTreeMaker::LoadTankClusterHitsMC(std::vector<MCHit> cluster_hits, std::vector<unsigned long> cluster_detkeys)
+{
+  Position detector_center = geom->GetTankCentre();
+  double tank_center_x = detector_center.X();
+  double tank_center_y = detector_center.Y();
+  double tank_center_z = detector_center.Z();
+
+  double ClusterCharge = 0;
+  double ClusterPE = 0;
+  int ClusterHitNum = 0;
+  vector<double> HitXV;
+  vector<double> HitYV;
+  vector<double> HitZV;
+  vector<double> HitTV;
+  vector<double> HitQV;
+  vector<double> HitPEV;
+  vector<int> HitTypeV;
+  vector<int> HitDetIDV;
+  vector<int> HitChankeyV;
+  vector<int> HitCKMC;
+
+  for (int i = 0; i < (int)cluster_hits.size(); i++)
+  {
+    unsigned long detkey = cluster_detkeys.at(i);
+    int channel_key = (int)detkey;
+    int tubeid = cluster_hits.at(i).GetTubeId();
+    unsigned long utubeid = (unsigned long)tubeid;
+    int wcsimid = channelkey_to_pmtid.at(utubeid);
+    unsigned long detkey_data = pmtid_to_channelkey[wcsimid];
+    int channel_key_data = (int)detkey_data;
+    std::map<int, double>::iterator it = ChannelKeyToSPEMap.find(channel_key_data);
+    if (it != ChannelKeyToSPEMap.end())
+    { // Charge to SPE conversion is available
+      Detector *this_detector = geom->ChannelToDetector(tubeid);
+      Position det_position = this_detector->GetDetectorPosition();
+      unsigned long detkey = this_detector->GetDetectorID();
+      double hit_PE = cluster_hits.at(i).GetCharge();
+      double hit_charge = hit_PE * ChannelKeyToSPEMap.at(channel_key_data);
+      HitXV.push_back((det_position.X() - tank_center_x));
+      HitYV.push_back((det_position.Y() - tank_center_y));
+      HitZV.push_back((det_position.Z() - tank_center_z));
+      HitQV.push_back(hit_charge);
+      HitPEV.push_back(hit_PE);
+      HitTV.push_back(cluster_hits.at(i).GetTime());
+      HitDetIDV.push_back(detkey);
+      HitChankeyV.push_back(channel_key_data);
+      HitCKMC.push_back(channel_key);
+      HitTypeV.push_back(RecoDigit::PMT8inch);
+      ClusterCharge += hit_charge;
+      ClusterPE += hit_PE;
+      ClusterHitNum += 1;
+    }
+    else
+    {
+      if (ANNIEEventTreeMakerVerbosity > 4)
+      {
+        std::cout << "FOUND A HIT FOR CHANNELKEY " << channel_key_data << "(MC detkey: " << channel_key << ", chankey = " << utubeid << ", wcsimid = " << wcsimid << ") BUT NO CONVERSION " << "TO PE AVAILABLE.  SKIPPING PE." << std::endl;
+      }
+    }
+  }
+  fClusterHits.push_back(ClusterHitNum);
+  fClusterChargeV.push_back(ClusterCharge);
+  fClusterPEV.push_back(ClusterPE);
+
+  fCluster_HitX.push_back(HitXV);
+  fCluster_HitY.push_back(HitYV);
+  fCluster_HitZ.push_back(HitZV);
+  fCluster_HitT.push_back(HitTV);
+  fCluster_HitQ.push_back(HitQV);
+  fCluster_HitPE.push_back(HitPEV);
+  fCluster_HitType.push_back(HitTypeV);
+  fCluster_HitDetID.push_back(HitDetIDV);
+  fCluster_HitChankey.push_back(HitChankeyV);
+  fCluster_HitChankeyMC.push_back(HitCKMC);
+
+  return;
+}
+
+bool ANNIEEventTreeMaker::LoadTankClusterClassifiers(double cluster_time)
+{
+  // Save classifiers to ANNIEEvent
+  Log("PhaseITreeMaker tool: Getting cluster classifiers", v_debug, ANNIEEventTreeMakerVerbosity);
+  std::map<double, double> ClusterMaxPEs;
+  std::map<double, Position> ClusterChargePoints;
+  std::map<double, double> ClusterChargeBalances;
+
+  bool got_ccp = m_data->Stores.at("ANNIEEvent")->Get("ClusterChargePoints", ClusterChargePoints);
+  bool got_ccb = m_data->Stores.at("ANNIEEvent")->Get("ClusterChargeBalances", ClusterChargeBalances);
+  bool got_cmpe = m_data->Stores.at("ANNIEEvent")->Get("ClusterMaxPEs", ClusterMaxPEs);
+  bool good_classifiers = got_ccp && got_ccb && got_cmpe;
+  if (!good_classifiers)
+  {
+    Log("PhaseITreeMaker tool: One of the charge cluster classifiers is not available", v_debug, ANNIEEventTreeMakerVerbosity);
+  }
+  else
+  {
+    Log("PhaseITreeMaker tool: Setting fCluster variables to classifier parameters", v_debug, ANNIEEventTreeMakerVerbosity);
+    fClusterMaxPEV.push_back(ClusterMaxPEs.at(cluster_time));
+    Position ClusterChargePoint = ClusterChargePoints.at(cluster_time);
+    fClusterChargePointXV.push_back(ClusterChargePoint.X());
+    fClusterChargePointYV.push_back(ClusterChargePoint.Y());
+    fClusterChargePointZV.push_back(ClusterChargePoint.Z());
+    fClusterChargeBalanceV.push_back(ClusterChargeBalances.at(cluster_time));
+  }
+  return good_classifiers;
+}
+
+void ANNIEEventTreeMaker::LoadMRDCluster()
+{
+  std::vector<double> mrddigittimesthisevent;
+  std::vector<int> mrddigitpmtsthisevent;
+  std::vector<unsigned long> mrddigitchankeysthisevent;
+  std::vector<std::vector<int>> MrdTimeClusters;
+
+  bool get_clusters = m_data->CStore.Get("MrdTimeClusters", MrdTimeClusters);
+  if (!get_clusters)
+  {
+    std::cout << "ANNIEEventTreeMaker tool: No MRD clusters found! Did you run the TimeClustering tool?" << std::endl;
+    return;
+  }
+
+  int num_mrd_clusters;
+  m_data->CStore.Get("NumMrdTimeClusters", num_mrd_clusters);
+
+  if (num_mrd_clusters > 0)
+  {
+    m_data->CStore.Get("MrdDigitTimes", mrddigittimesthisevent);
+    m_data->CStore.Get("MrdDigitPmts", mrddigitpmtsthisevent);
+    m_data->CStore.Get("MrdDigitChankeys", mrddigitchankeysthisevent);
+  }
+
+  std::map<unsigned long, vector<Hit>> *TDCData = nullptr;
+  std::map<unsigned long, vector<MCHit>> *TDCData_MC = nullptr;
+
+  int TrigHasVetoHit = 0;
+  bool has_tdc = false;
+  if (isData)
+    has_tdc = m_data->Stores["ANNIEEvent"]->Get("TDCData", TDCData); // a std::map<ChannelKey,vector<TDCHit>>
+  else
+    has_tdc = m_data->Stores["ANNIEEvent"]->Get("TDCData", TDCData_MC);
+  if (!has_tdc)
+  {
+    std::cout << "No TDCData store in ANNIEEvent." << std::endl;
+  }
+
+  int cluster_num = 0;
+  for (int i = 0; i < (int)MrdTimeClusters.size(); i++)
+  {
+    int tdcdata_size = (isData) ? TDCData->size() : TDCData_MC->size();
+    fMRDClusterHits = 0;
+    if (has_tdc && tdcdata_size > 0)
+    {
+      Log("ANNIEEventTreeMaker tool: Looping over FACC/MRD hits... looking for Veto activity", v_debug, ANNIEEventTreeMakerVerbosity);
+      if (isData)
+      {
+        for (auto &&anmrdpmt : (*TDCData))
+        {
+          unsigned long chankey = anmrdpmt.first;
+          std::vector<Hit> mrdhits = anmrdpmt.second;
+          Detector *thedetector = geom->ChannelToDetector(chankey);
+          unsigned long detkey = thedetector->GetDetectorID();
+          if (thedetector->GetDetectorElement() == "Veto")
+          {
+            TrigHasVetoHit = 1; // this is a veto hit, not an MRD hit.
+            for (int j = 0; j < (int)mrdhits.size(); j++)
+            {
+              fFMVHitT.push_back(mrdhits.at(j).GetTime());
+              fFMVHitDetID.push_back(detkey);
+              fFMVHitChankey.push_back(chankey);
+              fFMVHitChankeyMC.push_back(chankey);
+            }
+          }
+        }
+      }
+      else
+      {
+        for (auto &&anmrdpmt : (*TDCData_MC))
+        {
+          unsigned long chankey = anmrdpmt.first;
+          Detector *thedetector = geom->ChannelToDetector(chankey);
+          unsigned long detkey = thedetector->GetDetectorID();
+          if (thedetector->GetDetectorElement() == "Veto")
+          {
+            TrigHasVetoHit = 1; // this is a veto hit, not an MRD hit.
+            int wcsimid = channelkey_to_faccpmtid.at(chankey) - 1;
+            unsigned long chankey_data = wcsimid;
+            std::vector<MCHit> mrdhits = anmrdpmt.second;
+            for (int j = 0; j < (int)mrdhits.size(); j++)
+            {
+              fFMVHitT.push_back(mrdhits.at(j).GetTime());
+              fFMVHitDetID.push_back(detkey);
+              fFMVHitChankey.push_back(chankey_data);
+              fFMVHitChankeyMC.push_back(chankey);
+            }
+          }
+        }
+      }
+    }
+
+    fVetoHit = TrigHasVetoHit;
+    std::vector<int> ThisClusterIndices = MrdTimeClusters.at(i);
+    for (int j = 0; j < (int)ThisClusterIndices.size(); j++)
+    {
+      Detector *thedetector = geom->ChannelToDetector(mrddigitchankeysthisevent.at(ThisClusterIndices.at(j)));
+      unsigned long detkey = thedetector->GetDetectorID();
+
+      fMRDHitT.push_back(mrddigittimesthisevent.at(ThisClusterIndices.at(j)));
+      fMRDHitDetID.push_back(detkey);
+      if (isData)
+        fMRDHitChankey.push_back(mrddigitchankeysthisevent.at(ThisClusterIndices.at(j)));
+      else
+      {
+        int wcsimid = channelkey_to_mrdpmtid.at(mrddigitchankeysthisevent.at(ThisClusterIndices.at(j))) - 1;
+        unsigned long chankey_data = mrdpmtid_to_channelkey_data[wcsimid];
+        fMRDHitChankey.push_back(chankey_data);
+      }
+      fMRDHitChankeyMC.push_back(mrddigitchankeysthisevent.at(ThisClusterIndices.at(j)));
+      fMRDClusterHits += 1;
+    }
+
+    ComputeMeanAndVariance(fMRDHitT, fMRDClusterTime, fMRDClusterTimeSigma);
+    // FIXME: calculate fMRDClusterTime
+
+    // Standard run level information
+    Log("ANNIEEventTreeMaker Tool: MRD cluster, Getting run level information from ANNIEEvent", v_debug, ANNIEEventTreeMakerVerbosity);
+
+    if (MRDReco_fill)
+    {
+      int ThisMRDClusterTrackNum = this->LoadMRDTrackReco(i);
+      fNumClusterTracks.push_back(ThisMRDClusterTrackNum);
+      // Get the track info
+    }
+    cluster_num++;
+  }
+  fMRDClusterNumber = cluster_num;
+  Log("ANNIEEventTreeMaker Tool: MRD cluster, Finished loading MRD cluster info", v_debug, ANNIEEventTreeMakerVerbosity);
+}
+
+int ANNIEEventTreeMaker::LoadMRDTrackReco(int SubEventID)
+{
+  std::vector<BoostStore> *theMrdTracks; // the reconstructed tracks
+  int numtracksinev;
+
+  // Check for valid track criteria
+  m_data->Stores["MRDTracks"]->Get("MRDTracks", theMrdTracks);
+  m_data->Stores["MRDTracks"]->Get("NumMrdTracks", numtracksinev);
+  // Loop over reconstructed tracks
+
+  Position StartVertex;
+  Position StopVertex;
+  double TrackLength = -9999;
+  double TrackAngle = -9999;
+  double TrackAngleError = -9999;
+  double PenetrationDepth = -9999;
+  Position MrdEntryPoint;
+  double EnergyLoss = -9999; // in MeV
+  double EnergyLossError = -9999;
+  double EntryPointRadius = -9999;
+  bool IsMrdPenetrating;
+  bool IsMrdStopped;
+  bool IsMrdSideExit;
+
+  int NumClusterTracks = 0;
+  for (int tracki = 0; tracki < numtracksinev; tracki++)
+  {
+    BoostStore *thisTrackAsBoostStore = &(theMrdTracks->at(tracki));
+    int TrackEventID = -1;
+    // get track properties that are needed for the through-going muon selection
+    thisTrackAsBoostStore->Get("MrdSubEventID", TrackEventID);
+    if (TrackEventID != SubEventID)
+      continue;
+
+    // If we're here, this track is associated with this cluster
+    thisTrackAsBoostStore->Get("StartVertex", StartVertex);
+    thisTrackAsBoostStore->Get("StopVertex", StopVertex);
+    thisTrackAsBoostStore->Get("TrackAngle", TrackAngle);
+    thisTrackAsBoostStore->Get("TrackAngleError", TrackAngleError);
+    thisTrackAsBoostStore->Get("PenetrationDepth", PenetrationDepth);
+    thisTrackAsBoostStore->Get("MrdEntryPoint", MrdEntryPoint);
+    thisTrackAsBoostStore->Get("EnergyLoss", EnergyLoss);
+    thisTrackAsBoostStore->Get("EnergyLossError", EnergyLossError);
+    thisTrackAsBoostStore->Get("IsMrdPenetrating", IsMrdPenetrating); // bool
+    thisTrackAsBoostStore->Get("IsMrdStopped", IsMrdStopped);         // bool
+    thisTrackAsBoostStore->Get("IsMrdSideExit", IsMrdSideExit);
+    TrackLength = sqrt(pow((StopVertex.X() - StartVertex.X()), 2) + pow(StopVertex.Y() - StartVertex.Y(), 2) + pow(StopVertex.Z() - StartVertex.Z(), 2)) * 100.0;
+    EntryPointRadius = sqrt(pow(MrdEntryPoint.X(), 2) + pow(MrdEntryPoint.Y(), 2)) * 100.0; // convert to cm
+    PenetrationDepth = PenetrationDepth * 100.0;
+
+    // Push back some properties
+    fMRDTrackAngle.push_back(TrackAngle);
+    fMRDTrackAngleError.push_back(TrackAngleError);
+    fMRDTrackLength.push_back(TrackLength);
+    fMRDPenetrationDepth.push_back(PenetrationDepth);
+    fMRDEntryPointRadius.push_back(EntryPointRadius);
+    fMRDEnergyLoss.push_back(EnergyLoss);
+    fMRDEnergyLossError.push_back(EnergyLossError);
+    fMRDTrackStartX.push_back(StartVertex.X());
+    fMRDTrackStartY.push_back(StartVertex.Y());
+    fMRDTrackStartZ.push_back(StartVertex.Z());
+    fMRDTrackStopX.push_back(StopVertex.X());
+    fMRDTrackStopY.push_back(StopVertex.Y());
+    fMRDTrackStopZ.push_back(StopVertex.Z());
+    fMRDStop.push_back(IsMrdStopped);
+    fMRDSide.push_back(IsMrdSideExit);
+    fMRDThrough.push_back(IsMrdPenetrating);
+    NumClusterTracks += 1;
+    fMRDClusterIndex.push_back(SubEventID);
+  }
+  return NumClusterTracks;
+}
+
+// MC and tank reco information below
+
+bool ANNIEEventTreeMaker::FillTankRecoInfo()
+{
+  bool got_reco_info = true;
+  auto *reco_event = m_data->Stores["RecoEvent"];
+  if (!reco_event)
+  {
+    Log("Error: The PhaseITreeMaker tool could not find the RecoEvent Store", v_error, ANNIEEventTreeMakerVerbosity);
+    got_reco_info = false;
+  }
+  // Read reconstructed Vertex
+  RecoVertex *recovtx = 0;
+  auto get_extendedvtx = m_data->Stores.at("RecoEvent")->Get("ExtendedVertex", recovtx);
+  if (!get_extendedvtx)
+  {
+    Log("Warning: The PhaseITreeMaker tool could not find ExtendedVertex. Continuing to build tree", v_message, ANNIEEventTreeMakerVerbosity);
+    got_reco_info = false;
+  }
+  else
+  {
+    fRecoVtxX = recovtx->GetPosition().X();
+    fRecoVtxY = recovtx->GetPosition().Y();
+    fRecoVtxZ = recovtx->GetPosition().Z();
+    fRecoVtxTime = recovtx->GetTime();
+    fRecoVtxFOM = recovtx->GetFOM();
+    fRecoDirX = recovtx->GetDirection().X();
+    fRecoDirY = recovtx->GetDirection().Y();
+    fRecoDirZ = recovtx->GetDirection().Z();
+    fRecoAngle = TMath::ACos(fRecoDirZ);
+    if (fRecoDirX > 0.0)
+    {
+      fRecoPhi = atan(fRecoDirY / fRecoDirX);
+    }
+    if (fRecoDirX < 0.0)
+    {
+      fRecoPhi = atan(fRecoDirY / fRecoDirX);
+      if (fRecoDirY > 0.0)
+        fRecoPhi += TMath::Pi();
+      if (fRecoDirY <= 0.0)
+        fRecoPhi -= TMath::Pi();
+    }
+    if (fRecoDirX == 0.0)
+    {
+      if (fRecoDirY > 0.0)
+        fRecoPhi = 0.5 * TMath::Pi();
+      else if (fRecoDirY < 0.0)
+        fRecoPhi = -0.5 * TMath::Pi();
+      else
+        fRecoPhi = 0;
+    }
+    fRecoStatus = recovtx->GetStatus();
+  }
+  return got_reco_info;
+}
+
+void ANNIEEventTreeMaker::FillRecoDebugInfo()
+{
+  // Read Seed candidates
+  std::vector<RecoVertex> *seedvtxlist = 0;
+  auto get_seedvtxlist = m_data->Stores.at("RecoEvent")->Get("vSeedVtxList", seedvtxlist); ///> Get List of seeds from "RecoEvent"
+  if (get_seedvtxlist)
+  {
+    for (auto &seed : *seedvtxlist)
+    {
+      fSeedVtxX.push_back(seed.GetPosition().X());
+      fSeedVtxY.push_back(seed.GetPosition().Y());
+      fSeedVtxZ.push_back(seed.GetPosition().Z());
+      fSeedVtxTime = seed.GetTime();
+    }
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker  Tool: No Seed List found.  Continuing to build tree ", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+  std::vector<double> *seedfomlist = 0;
+  auto get_seedfomlist = m_data->Stores.at("RecoEvent")->Get("vSeedFOMList", seedfomlist); ///> Get List of seed FOMs from "RecoEvent"
+  if (get_seedfomlist)
+  {
+    for (auto &seedFOM : *seedfomlist)
+    {
+      fSeedVtxFOM.push_back(seedFOM);
+    }
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker  Tool: No Seed FOM List found.  Continuing to build tree ", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+
+  // Read PointPosition-fitted Vertex
+  RecoVertex *pointposvtx = 0;
+  auto get_pointposdata = m_data->Stores.at("RecoEvent")->Get("PointPosition", pointposvtx);
+  if (get_pointposdata)
+  {
+    fPointPosX = pointposvtx->GetPosition().X();
+    fPointPosY = pointposvtx->GetPosition().Y();
+    fPointPosZ = pointposvtx->GetPosition().Z();
+    fPointPosTime = pointposvtx->GetTime();
+    fPointPosFOM = pointposvtx->GetFOM();
+    fPointPosStatus = pointposvtx->GetStatus();
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: No PointPosition Tool data found.  Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+
+  // Read PointDirection-fitted Vertex
+  RecoVertex *pointdirvtx = 0;
+  auto get_pointdirdata = m_data->Stores.at("RecoEvent")->Get("PointDirection", pointdirvtx);
+  if (get_pointdirdata)
+  {
+    fPointDirX = pointdirvtx->GetDirection().X();
+    fPointDirY = pointdirvtx->GetDirection().Y();
+    fPointDirZ = pointdirvtx->GetDirection().Z();
+    fPointDirTime = pointdirvtx->GetTime();
+    fPointDirFOM = pointdirvtx->GetFOM();
+    fPointDirStatus = pointdirvtx->GetStatus();
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: No PointDirection Tool data found.  Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+
+  // Read PointVertex Tool's fitted Vertex
+  RecoVertex *pointvtx = 0;
+  auto get_pointvtxdata = m_data->Stores.at("RecoEvent")->Get("PointVertex", pointvtx);
+  if (get_pointvtxdata)
+  {
+    fPointVtxPosX = pointvtx->GetPosition().X();
+    fPointVtxPosY = pointvtx->GetPosition().Y();
+    fPointVtxPosZ = pointvtx->GetPosition().Z();
+    fPointVtxDirX = pointvtx->GetDirection().X();
+    fPointVtxDirY = pointvtx->GetDirection().Y();
+    fPointVtxDirZ = pointvtx->GetDirection().Z();
+    fPointVtxTime = pointvtx->GetTime();
+    fPointVtxFOM = pointvtx->GetFOM();
+    fPointVtxStatus = pointvtx->GetStatus();
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: No PointVertex Tool data found.  Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+}
+
+bool ANNIEEventTreeMaker::FillMCTruthInfo()
+{
+  bool successful_load = true;
+  // MC entry number
+  m_data->Stores.at("ANNIEEvent")->Get("MCEventNum", fMCEventNum);
+  // MC trigger number
+  m_data->Stores.at("ANNIEEvent")->Get("MCTriggernum", fMCTriggerNum);
+  std::string logmessage = "  Retriving information for MCEntry " + to_string(fMCEventNum) +
+                           ", MCTrigger " + to_string(fMCTriggerNum) + ", EventNumber " + to_string(fEventNumber);
+  Log(logmessage, v_message, ANNIEEventTreeMakerVerbosity);
+
+  fiMCTriggerNum = (int)fMCTriggerNum;
+
+  std::map<std::string, std::vector<double>> MCNeutCap;
+  bool get_neutcap = m_data->Stores.at("ANNIEEvent")->Get("MCNeutCap", MCNeutCap);
+  if (!get_neutcap)
+  {
+    Log("ANNIEEventTreeMaker: Did not find MCNeutCap in ANNIEEvent Store!", v_warning, ANNIEEventTreeMakerVerbosity);
+  }
+  std::map<std::string, std::vector<std::vector<double>>> MCNeutCapGammas;
+  bool get_neutcap_gammas = m_data->Stores.at("ANNIEEvent")->Get("MCNeutCapGammas", MCNeutCapGammas);
+  if (!get_neutcap_gammas)
+  {
+    Log("ANNIEEventTreeMaker: Did not find MCNeutCapGammas in ANNIEEvent Store!", v_warning, ANNIEEventTreeMakerVerbosity);
+  }
+
+  for (std::map<std::string, std::vector<std::vector<double>>>::iterator it = MCNeutCapGammas.begin(); it != MCNeutCapGammas.end(); it++)
+  {
+    std::vector<std::vector<double>> mcneutgammas = it->second;
+    for (int i_cap = 0; i_cap < (int)mcneutgammas.size(); i_cap++)
+    {
+      std::vector<double> capgammas = mcneutgammas.at(i_cap);
+      for (int i_gamma = 0; i_gamma < (int)capgammas.size(); i_gamma++)
+      {
+        std::cout << "gamma # " << i_gamma << ", energy: " << capgammas.at(i_gamma) << std::endl;
+      }
+    }
+  }
+
+  RecoVertex *truevtx = 0;
+  auto get_muonMC = m_data->Stores.at("RecoEvent")->Get("TrueVertex", truevtx);
+  auto get_muonMCEnergy = m_data->Stores.at("RecoEvent")->Get("TrueMuonEnergy", fTrueMuonEnergy);
+  auto get_pdg = m_data->Stores.at("RecoEvent")->Get("PdgPrimary", fTruePrimaryPdg);
+  if (get_muonMC && get_muonMCEnergy)
+  {
+    fTrueVtxX = truevtx->GetPosition().X();
+    fTrueVtxY = truevtx->GetPosition().Y();
+    fTrueVtxZ = truevtx->GetPosition().Z();
+    fTrueVtxTime = truevtx->GetTime();
+    fTrueDirX = truevtx->GetDirection().X();
+    fTrueDirY = truevtx->GetDirection().Y();
+    fTrueDirZ = truevtx->GetDirection().Z();
+    double TrueAngRad = TMath::ACos(fTrueDirZ);
+    fTrueAngle = TrueAngRad / (TMath::Pi() / 180.0); // radians->degrees
+    if (fTrueDirX > 0.0)
+    {
+      fTruePhi = atan(fTrueDirY / fTrueDirX);
+    }
+    if (fTrueDirX < 0.0)
+    {
+      fTruePhi = atan(fTrueDirY / fTrueDirX);
+      if (fTrueDirY > 0.0)
+        fTruePhi += TMath::Pi();
+      if (fTrueDirY <= 0.0)
+        fTruePhi -= TMath::Pi();
+    }
+    if (fTrueDirX == 0.0)
+    {
+      if (fTrueDirY > 0.0)
+        fTruePhi = 0.5 * TMath::Pi();
+      else if (fTrueDirY < 0.0)
+        fTruePhi = -0.5 * TMath::Pi();
+      else
+        fTruePhi = 0;
+    }
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: Missing MC Energy/Vertex info; is this MC?  Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+    successful_load = false;
+  }
+  double waterT, MRDT;
+  auto get_tankTrackLength = m_data->Stores.at("RecoEvent")->Get("TrueTrackLengthInWater", waterT);
+  auto get_MRDTrackLength = m_data->Stores.at("RecoEvent")->Get("TrueTrackLengthInMRD", MRDT);
+  if (get_tankTrackLength && get_MRDTrackLength)
+  {
+    fTrueTrackLengthInWater = waterT;
+    fTrueTrackLengthInMRD = MRDT;
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: True track lengths missing. Continuing to build tree", v_message, ANNIEEventTreeMakerVerbosity);
+    successful_load = false;
+  }
+
+  bool IsMultiRing = false;
+  bool get_multi = m_data->Stores.at("RecoEvent")->Get("MCMultiRingEvent", IsMultiRing);
+  if (get_multi)
+  {
+    fTrueMultiRing = (IsMultiRing) ? 1 : 0;
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: True Multi Ring information missing. Continuing to build tree", v_message, ANNIEEventTreeMakerVerbosity);
+    successful_load = false;
+  }
+
+  std::vector<int> primary_pdgs;
+  bool has_primaries = m_data->Stores.at("RecoEvent")->Get("PrimaryPdgs", primary_pdgs);
+  if (has_primaries)
+  {
+    for (int i_part = 0; i_part < (int)primary_pdgs.size(); i_part++)
+    {
+      fTruePrimaryPdgs->push_back(primary_pdgs.at(i_part));
+    }
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: Primary Pdgs information missing. Continuing to build tree", v_message, ANNIEEventTreeMakerVerbosity);
+    successful_load = false;
+  }
+
+  int pi0count, pipcount, pimcount, K0count, Kpcount, Kmcount;
+  auto get_pi0 = m_data->Stores.at("RecoEvent")->Get("MCPi0Count", pi0count);
+  auto get_pim = m_data->Stores.at("RecoEvent")->Get("MCPiMinusCount", pimcount);
+  auto get_pip = m_data->Stores.at("RecoEvent")->Get("MCPiPlusCount", pipcount);
+  auto get_k0 = m_data->Stores.at("RecoEvent")->Get("MCK0Count", K0count);
+  auto get_km = m_data->Stores.at("RecoEvent")->Get("MCKMinusCount", Kmcount);
+  auto get_kp = m_data->Stores.at("RecoEvent")->Get("MCKPlusCount", Kpcount);
+  if (get_pi0 && get_pim && get_pip && get_k0 && get_km && get_kp)
+  {
+    // set values in tree to thouse grabbed from the RecoEvent Store
+    fPi0Count = pi0count;
+    fPiPlusCount = pipcount;
+    fPiMinusCount = pimcount;
+    fK0Count = K0count;
+    fKPlusCount = Kpcount;
+    fKMinusCount = Kmcount;
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: Missing MC Pion/Kaon count information. Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+    successful_load = false;
+  }
+
+  if (MCNeutCap.count("CaptVtxX") > 0)
+  {
+    std::vector<double> n_vtxx = MCNeutCap["CaptVtxX"];
+    std::vector<double> n_vtxy = MCNeutCap["CaptVtxY"];
+    std::vector<double> n_vtxz = MCNeutCap["CaptVtxZ"];
+    std::vector<double> n_parent = MCNeutCap["CaptParent"];
+    std::vector<double> n_ngamma = MCNeutCap["CaptNGamma"];
+    std::vector<double> n_totale = MCNeutCap["CaptTotalE"];
+    std::vector<double> n_time = MCNeutCap["CaptTime"];
+    std::vector<double> n_nuc = MCNeutCap["CaptNucleus"];
+
+    for (int i_cap = 0; i_cap < (int)n_vtxx.size(); i_cap++)
+    {
+      fTrueNeutCapVtxX->push_back(n_vtxx.at(i_cap));
+      fTrueNeutCapVtxY->push_back(n_vtxy.at(i_cap));
+      fTrueNeutCapVtxZ->push_back(n_vtxz.at(i_cap));
+      fTrueNeutCapNucleus->push_back(n_nuc.at(i_cap));
+      fTrueNeutCapTime->push_back(n_time.at(i_cap));
+      fTrueNeutCapGammas->push_back(n_ngamma.at(i_cap));
+      fTrueNeutCapE->push_back(n_totale.at(i_cap));
+    }
+  }
+
+  std::cout << "MCNeutCapGammas count CaptGammas: " << MCNeutCapGammas.count("CaptGammas") << std::endl;
+  if (MCNeutCapGammas.count("CaptGammas") > 0)
+  {
+    std::vector<std::vector<double>> cap_energies = MCNeutCapGammas["CaptGammas"];
+    std::cout << "cap_energies size: " << cap_energies.size() << std::endl;
+    for (int i_cap = 0; i_cap < (int)cap_energies.size(); i_cap++)
+    {
+      for (int i_gamma = 0; i_gamma < cap_energies.at(i_cap).size(); i_gamma++)
+      {
+        std::cout << "gamma energy: " << cap_energies.at(i_cap).at(i_gamma) << std::endl;
+        fTrueNeutCapGammaE->push_back(cap_energies.at(i_cap).at(i_gamma));
+      }
+    }
+  }
+
+  // Load genie information
+  if (hasGenie)
+  {
+    double TrueNeutrinoEnergy, TrueQ2, TrueNuIntxVtx_X, TrueNuIntxVtx_Y, TrueNuIntxVtx_Z, TrueNuIntxVtx_T;
+    double TrueFSLeptonMass, TrueFSLeptonEnergy, TrueFSLeptonTime;
+    bool TrueCC, TrueNC, TrueQEL, TrueDIS, TrueCOH, TrueMEC, TrueRES;
+    int fsNeutrons, fsProtons, fsPi0, fsPiPlus, fsPiPlusCher, fsPiMinus, fsPiMinusCher;
+    int fsKPlus, fsKPlusCher, fsKMinus, fsKMinusCher, TrueNuPDG, TrueFSLeptonPdg;
+    Position TrueFSLeptonVtx;
+    Direction TrueFSLeptonMomentum;
+    Direction TrueNeutrinoMomentum;
+    bool get_neutrino_energy = m_data->Stores["GenieInfo"]->Get("NeutrinoEnergy", TrueNeutrinoEnergy);
+    bool get_neutrino_mom = m_data->Stores["GenieInfo"]->Get("NeutrinoMomentum", TrueNeutrinoMomentum);
+    bool get_neutrino_vtxx = m_data->Stores["GenieInfo"]->Get("NuIntxVtx_X", TrueNuIntxVtx_X);
+    bool get_neutrino_vtxy = m_data->Stores["GenieInfo"]->Get("NuIntxVtx_Y", TrueNuIntxVtx_Y);
+    bool get_neutrino_vtxz = m_data->Stores["GenieInfo"]->Get("NuIntxVtx_Z", TrueNuIntxVtx_Z);
+    bool get_neutrino_vtxt = m_data->Stores["GenieInfo"]->Get("NuIntxVtx_T", TrueNuIntxVtx_T);
+    bool get_q2 = m_data->Stores["GenieInfo"]->Get("EventQ2", TrueQ2);
+    bool get_cc = m_data->Stores["GenieInfo"]->Get("IsWeakCC", TrueCC);
+    bool get_nc = m_data->Stores["GenieInfo"]->Get("IsWeakNC", TrueNC);
+    bool get_qel = m_data->Stores["GenieInfo"]->Get("IsQuasiElastic", TrueQEL);
+    bool get_res = m_data->Stores["GenieInfo"]->Get("IsResonant", TrueRES);
+    bool get_dis = m_data->Stores["GenieInfo"]->Get("IsDeepInelastic", TrueDIS);
+    bool get_coh = m_data->Stores["GenieInfo"]->Get("IsCoherent", TrueCOH);
+    bool get_mec = m_data->Stores["GenieInfo"]->Get("IsMEC", TrueMEC);
+    bool get_n = m_data->Stores["GenieInfo"]->Get("NumFSNeutrons", fsNeutrons);
+    bool get_p = m_data->Stores["GenieInfo"]->Get("NumFSProtons", fsProtons);
+    bool get_pi0 = m_data->Stores["GenieInfo"]->Get("NumFSPi0", fsPi0);
+    bool get_piplus = m_data->Stores["GenieInfo"]->Get("NumFSPiPlus", fsPiPlus);
+    bool get_pipluscher = m_data->Stores["GenieInfo"]->Get("NumFSPiPlusCher", fsPiPlusCher);
+    bool get_piminus = m_data->Stores["GenieInfo"]->Get("NumFSPiMinus", fsPiMinus);
+    bool get_piminuscher = m_data->Stores["GenieInfo"]->Get("NumFSPiMinusCher", fsPiMinusCher);
+    bool get_kplus = m_data->Stores["GenieInfo"]->Get("NumFSKPlus", fsKPlus);
+    bool get_kpluscher = m_data->Stores["GenieInfo"]->Get("NumFSKPlusCher", fsKPlusCher);
+    bool get_kminus = m_data->Stores["GenieInfo"]->Get("NumFSKMinus", fsKMinus);
+    bool get_kminuscher = m_data->Stores["GenieInfo"]->Get("NumFSKMinusCher", fsKMinusCher);
+    bool get_fsl_vtx = m_data->Stores["GenieInfo"]->Get("FSLeptonVertex", TrueFSLeptonVtx);
+    bool get_fsl_momentum = m_data->Stores["GenieInfo"]->Get("FSLeptonMomentum", TrueFSLeptonMomentum);
+    bool get_fsl_time = m_data->Stores["GenieInfo"]->Get("FSLeptonTime", TrueFSLeptonTime);
+    bool get_fsl_mass = m_data->Stores["GenieInfo"]->Get("FSLeptonMass", TrueFSLeptonMass);
+    bool get_fsl_pdg = m_data->Stores["GenieInfo"]->Get("FSLeptonPdg", TrueFSLeptonPdg);
+    bool get_fsl_energy = m_data->Stores["GenieInfo"]->Get("FSLeptonEnergy", TrueFSLeptonEnergy);
+    std::cout << "get_neutrino_energy: " << get_neutrino_energy << "get_neutrino_vtxx: " << get_neutrino_vtxx << "get_neutrino_vtxy: " << get_neutrino_vtxy << "get_neutrino_vtxz: " << get_neutrino_vtxz << "get_neutrino_time: " << get_neutrino_vtxt << std::endl;
+    std::cout << "get_q2: " << get_q2 << ", get_cc: " << get_cc << ", get_qel: " << get_qel << ", get_res: " << get_res << ", get_dis: " << get_dis << ", get_coh: " << get_coh << ", get_mec: " << get_mec << std::endl;
+    std::cout << "get_n: " << get_n << ", get_p: " << get_p << ", get_pi0: " << get_pi0 << ", get_piplus: " << get_piplus << ", get_pipluscher: " << get_pipluscher << ", get_piminus: " << get_piminus << ", get_piminuscher: " << get_piminuscher << ", get_kplus: " << get_kplus << ", get_kpluscher: " << get_kpluscher << ", get_kminus: " << get_kminus << ", get_kminuscher: " << get_kminuscher << std::endl;
+    std::cout << "get_fsl_vtx: " << get_fsl_vtx << ", get_fsl_momentum: " << get_fsl_momentum << ", get_fsl_time: " << get_fsl_time << ", get_fsl_mass: " << get_fsl_mass << ", get_fsl_pdg: " << get_fsl_pdg << ", get_fsl_energy: " << get_fsl_energy << std::endl;
+    if (get_neutrino_energy && get_neutrino_mom && get_neutrino_vtxx && get_neutrino_vtxy && get_neutrino_vtxz && get_neutrino_vtxt && get_q2 && get_cc && get_nc && get_qel && get_res && get_dis && get_coh && get_mec && get_n && get_p && get_pi0 && get_piplus && get_pipluscher && get_piminus && get_piminuscher && get_kplus && get_kpluscher && get_kminus && get_kminuscher && get_fsl_vtx && get_fsl_momentum && get_fsl_time && get_fsl_mass && get_fsl_pdg && get_fsl_energy)
+    {
+      fTrueNeutrinoEnergy = TrueNeutrinoEnergy;
+      fTrueNeutrinoMomentum_X = TrueNeutrinoMomentum.X();
+      fTrueNeutrinoMomentum_Y = TrueNeutrinoMomentum.Y();
+      fTrueNeutrinoMomentum_Z = TrueNeutrinoMomentum.Z();
+      fTrueNuIntxVtx_X = TrueNuIntxVtx_X;
+      fTrueNuIntxVtx_Y = TrueNuIntxVtx_Y;
+      fTrueNuIntxVtx_Z = TrueNuIntxVtx_Z;
+      fTrueNuIntxVtx_T = TrueNuIntxVtx_T;
+      fTrueFSLVtx_X = TrueFSLeptonVtx.X();
+      fTrueFSLVtx_Y = TrueFSLeptonVtx.Y();
+      fTrueFSLVtx_Z = TrueFSLeptonVtx.Z();
+      fTrueFSLMomentum_X = TrueFSLeptonMomentum.X();
+      fTrueFSLMomentum_Y = TrueFSLeptonMomentum.Y();
+      fTrueFSLMomentum_Z = TrueFSLeptonMomentum.Z();
+      fTrueFSLTime = TrueFSLeptonTime;
+      fTrueFSLMass = TrueFSLeptonMass;
+      fTrueFSLPdg = TrueFSLeptonPdg;
+      fTrueFSLEnergy = TrueFSLeptonEnergy;
+      fTrueQ2 = TrueQ2;
+      fTrueCC = (TrueCC) ? 1 : 0;
+      fTrueNC = (TrueNC) ? 1 : 0;
+      fTrueQEL = (TrueQEL) ? 1 : 0;
+      fTrueRES = (TrueRES) ? 1 : 0;
+      fTrueDIS = (TrueDIS) ? 1 : 0;
+      fTrueCOH = (TrueCOH) ? 1 : 0;
+      fTrueMEC = (TrueMEC) ? 1 : 0;
+      fTrueNeutrons = fsNeutrons;
+      fTrueProtons = fsProtons;
+      fTruePi0 = fsPi0;
+      fTruePiPlus = fsPiPlus;
+      fTruePiPlusCher = fsPiPlusCher;
+      fTruePiMinus = fsPiMinus;
+      fTruePiMinusCher = fsPiMinusCher;
+      fTrueKPlus = fsKPlus;
+      fTrueKPlusCher = fsKPlusCher;
+      fTrueKMinus = fsKMinus;
+      fTrueKMinusCher = fsKMinusCher;
+    }
+    else
+    {
+      Log("ANNIEEventTreeMaker tool: Did not find GENIE information. Continuing building remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+      successful_load = false;
+    }
+  } // end if hasGenie
+
+  return successful_load;
+}
+
+void ANNIEEventTreeMaker::FillTruthRecoDiffInfo(bool successful_mcload, bool successful_recoload)
+{
+  if (!successful_mcload || !successful_recoload)
+  {
+    Log("ANNIEEventTreeMaker Tool: Error loading True Muon Vertex or Extended Vertex information.  Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+  else
+  {
+    // Make sure MCTruth Information is loaded from store
+    // Let's fill in stuff from the RecoSummary
+    fDeltaVtxX = fRecoVtxX - fTrueVtxX;
+    fDeltaVtxY = fRecoVtxY - fTrueVtxY;
+    fDeltaVtxZ = fRecoVtxZ - fTrueVtxZ;
+    fDeltaVtxT = fRecoVtxTime - fTrueVtxTime;
+    fDeltaVtxR = sqrt(pow(fDeltaVtxX, 2) + pow(fDeltaVtxY, 2) + pow(fDeltaVtxZ, 2));
+    fDeltaParallel = fDeltaVtxX * fRecoDirX + fDeltaVtxY * fRecoDirY + fDeltaVtxZ * fRecoDirZ;
+    fDeltaPerpendicular = sqrt(pow(fDeltaVtxR, 2) - pow(fDeltaParallel, 2));
+    fDeltaAzimuth = (fRecoAngle - fTrueAngle) / (TMath::Pi() / 180.0);
+    fDeltaZenith = (fRecoPhi - fTruePhi) / (TMath::Pi() / 180.0);
+    double cosphi = fTrueDirX * fRecoDirX + fTrueDirY * fRecoDirY + fTrueDirZ * fRecoDirZ;
+    double phi = TMath::ACos(cosphi);              // radians
+    double TheAngle = phi / (TMath::Pi() / 180.0); // radians->degrees
+    fDeltaAngle = TheAngle;
+  }
+}
+
+void ANNIEEventTreeMaker::RecoSummary()
+{
+
+  // get reconstruction output
+  double dx = fRecoVtxX - fTrueVtxX;
+  double dy = fRecoVtxY - fTrueVtxY;
+  double dz = fRecoVtxZ - fTrueVtxZ;
+  double dt = fRecoVtxTime - fTrueVtxTime;
+  double deltaR = sqrt(dx * dx + dy * dy + dz * dz);
+  double cosphi = 0., phi = 0., DeltaAngle = 0.;
+  cosphi = fTrueDirX * fRecoDirX + fTrueDirY * fRecoDirY + fTrueDirZ * fRecoDirZ;
+  phi = TMath::ACos(cosphi);                // radians
+  DeltaAngle = phi / (TMath::Pi() / 180.0); // radians->degrees
+  std::cout << "============================================================================" << std::endl;
+  std::cout << " Event number " << fEventNumber << std::endl;
+  std::cout << "  trueVtx=(" << fTrueVtxX << ", " << fTrueVtxY << ", " << fTrueVtxZ << ", " << fTrueVtxTime << std::endl
+            << " TrueMuonEnergy= " << fTrueMuonEnergy << " Primary Pdg = " << fTruePrimaryPdg << std::endl
+            << "           " << fTrueDirX << ", " << fTrueDirY << ", " << fTrueDirZ << ") " << std::endl;
+  std::cout << "  recoVtx=(" << fRecoVtxX << ", " << fRecoVtxY << ", " << fRecoVtxZ << ", " << fRecoVtxTime << std::endl
+            << "           " << fRecoDirX << ", " << fRecoDirY << ", " << fRecoDirZ << ") " << std::endl;
+  std::cout << "  DeltaR = " << deltaR << "[cm]" << "\t" << "  DeltaAngle = " << DeltaAngle << " [degree]" << std::endl;
+  std::cout << "  FOM = " << fRecoVtxFOM << std::endl;
+  std::cout << "  RecoStatus = " << fRecoStatus << std::endl;
+  std::cout << std::endl;
+}
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 956e11ab2..9e8823690 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -5,35 +5,500 @@
 #include <iostream>
 
 #include "Tool.h"
-
+// ROOT includes
+#include "TApplication.h"
+#include <Math/PxPyPzE4D.h>
+#include <Math/LorentzVector.h>
+#include "TFile.h"
+#include "TTree.h"
+#include "TH1D.h"
+#include "TMath.h"
+#include "ADCPulse.h"
+#include "Waveform.h"
+#include "CalibratedADCWaveform.h"
+#include "Hit.h"
+#include "RecoDigit.h"
+#include "ANNIEalgorithms.h"
+#include "TimeClass.h"
+#include "BeamStatus.h"
+#include "PsecData.h"
+#include "LAPPDPulse.h"
+#include "LAPPDHit.h"
 
 /**
  * \class ANNIEEventTreeMaker
  *
  * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
-*
-* $Author: B.Richards $
-* $Date: 2019/05/28 10:44:00 $
-* Contact: b.richards@qmul.ac.uk
-*/
-class ANNIEEventTreeMaker: public Tool {
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class ANNIEEventTreeMaker : public Tool
+{
 
+public:
+    ANNIEEventTreeMaker();                                    ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
 
- public:
+    bool LoadEventInfo();
+    void LoadBeamInfo();
 
-  ANNIEEventTreeMaker(); ///< Simple constructor
-  bool Initialise(std::string configfile,DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
-  bool Execute(); ///< Execute function used to perform Tool purpose.
-  bool Finalise(); ///< Finalise function used to clean up resources.
+    void LoadAllTankHits();
+    void LoadSiPMHits();
 
+    void LoadLAPPDInfo();
+    void FillLAPPDInfo();
+    void FillLAPPDHit();
+    void FillLAPPDPulse();
 
- private:
+    bool LoadClusterInfo();
 
+    void LoadMRDCluster();
 
+    void LoadMRDInfo();
+    void LoadLAPPDRecoInfo();
+    void FillLAPPDRecoInfo();
 
+    bool FillMCTruthInfo();
+    bool FillTankRecoInfo();
+    int LoadMRDTrackReco(int SubEventNumber);
+    void LoadAllMRDHits(bool isData);
+    void FillRecoDebugInfo();
+    void FillTruthRecoDiffInfo(bool got_mc, bool got_reco);
 
+    void RecoSummary();
+    void LoadTankClusterHits(std::vector<Hit> cluster_hits);
+    void LoadTankClusterHitsMC(std::vector<MCHit> cluster_hits, std::vector<unsigned long> cluster_detkeys);
+    bool LoadTankClusterClassifiers(double cluster_time);
 
-};
+    void ResetVariables();
+
+private:
+    // General variables
+    bool isData = 1;
+    bool hasGenie;
+
+    int ANNIEEventTreeMakerVerbosity = 0;
+    int v_error = 0;
+    int v_warning = 1;
+    int v_message = 2;
+    int v_debug = 3;
+
+    int EventNumberIndex = 0;
+
+    // What events will be filled - Triggers
+    bool fillAllTriggers; // if true, fill all events with any major trigger
+    // if fillAllTriggers = false:
+    bool fill_singleTrigger; // if true, only fill events with selected trigger, for example 14
+    int fill_singleTriggerWord;
+    // if fillAllTriggers = false and fill_singleTrigger = false:
+    vector<int> fill_TriggerWord; // fill events with any of these triggers in this vector
+
+    // What events will be filled - status
+    bool fillCleanEventsOnly = 0; // Only output events not flagged by EventSelector tool
+    bool fillLAPPDEventsOnly = 0; // Only fill events with LAPPD data
+
+    // What information will be filled
+    bool TankHitInfo_fill = 1;
+    bool TankCluster_fill = 1;
+    bool cluster_TankHitInfo_fill = 1;
+    bool MRDHitInfo_fill = 1;
+    bool LAPPDData_fill = 1;
+
+    // What reco information will be filled
+    bool MCTruth_fill = 0; // Output the MC truth information
+    bool TankReco_fill = 0;
+    bool MRDReco_fill = 1;
+    bool RecoDebug_fill = 0;         // Outputs results of Reconstruction at each step (best fits, FOMs, etc.)
+    bool muonTruthRecoDiff_fill = 0; // Output difference in tmuonruth and reconstructed values
+    bool SiPMPulseInfo_fill = 0;
+    bool LAPPDReco_fill = 1;
+    bool BeamInfo_fill = 1;
+
+    TFile *fOutput_tfile = nullptr;
+    TTree *fANNIETree = nullptr;
+    Geometry *geom = nullptr;
+
+    int processedEvents = 0;
+
+    // Variables for filling the tree
+
+    // EventInfo
+    int fRunNumber;
+    int fSubrunNumber;
+    int fPartFileNumber;
+    int fRunType = 0;
+    int fEventNumber;
+    int fPrimaryTriggerWord;
+    int trigword;
+    uint64_t fPrimaryTriggerTime;
+    vector<uint64_t> fGroupedTriggerTime;
+    vector<uint32_t> fGroupedTriggerWord;
+    int fTriggerword;
+    int fExtended;
+    int fTankMRDCoinc;
+    int fNoVeto;
+    int fHasTank;
+    int fHasMRD;
+    int fHasLAPPD;
+
+    ULong64_t fEventTimeTank;
+    ULong64_t fEventTimeMRD;
+
+    // beam information
+    double fPot;
+    int fBeamok;
+    double beam_E_TOR860;
+    double beam_E_TOR875;
+    double beam_THCURR;
+    double beam_BTJT2;
+    double beam_HP875;
+    double beam_VP875;
+    double beam_HPTG1;
+    double beam_VPTG1;
+    double beam_HPTG2;
+    double beam_VPTG2;
+    double beam_BTH2T2;
+    uint64_t fBeamInfoTime;
+    int64_t fBeamInfoTimeToTriggerDiff;
+
+    // TankHitInfo_fill
+    int fNHits = 0;
+    std::vector<int> fIsFiltered;
+    std::vector<double> fHitX;
+    std::vector<double> fHitY;
+    std::vector<double> fHitZ;
+    std::vector<double> fHitT;
+    std::vector<double> fHitQ;
+    std::vector<double> fHitPE;
+    std::vector<int> fHitType;
+    std::vector<int> fHitDetID;
+    std::vector<int> fHitChankey;
+    std::vector<int> fHitChankeyMC;
+
+    // SiPMPulseInfo_fill
+    int fSiPM1NPulses;
+    int fSiPM2NPulses;
+    std::vector<double> fSiPMHitQ;
+    std::vector<double> fSiPMHitT;
+    std::vector<double> fSiPMHitAmplitude;
+    std::vector<double> fSiPMNum;
+
+    // LAPPDData_fill
+    int fLAPPD_Count;
+    vector<int> fLAPPD_ID;
+    vector<uint64_t> fLAPPD_Beamgate_ns;
+    vector<uint64_t> fLAPPD_Timestamp_ns;
+    vector<uint64_t> fLAPPD_Beamgate_Raw;
+    vector<uint64_t> fLAPPD_Timestamp_Raw;
+    vector<uint64_t> fLAPPD_Offset;
+    vector<int> fLAPPD_TSCorrection;
+    vector<int> fLAPPD_BGCorrection;
+    vector<int> fLAPPD_OSInMinusPS;
+
+    // LAPPD Reco Fill
+    vector<uint64_t> fLAPPDPulseTimeStampUL;
+    vector<uint64_t> fLAPPDPulseBeamgateUL;
+    vector<int> fLAPPD_IDs;
+    vector<int> fChannelID;
+    vector<double> fPulsePeakTime;
+    vector<double> fPulseCharge;
+    vector<double> fPulsePeakAmp;
+    vector<double> fPulseStart;
+    vector<double> fPulseEnd;
+    vector<double> fPulseWidth;
+    vector<int> fPulseSide;
+    vector<int> fPulseStripNum;
+    std::map<int, double> fChannelBaseline;
+
+    vector<uint64_t> fLAPPDHitTimeStampUL;
+    vector<uint64_t> fLAPPDHitBeamgateUL;
+    vector<int> fLAPPDHit_IDs;
+    vector<int> fLAPPDHitChannel;
+    vector<int> fLAPPDHitStrip;
+    vector<double> fLAPPDHitTime;
+    vector<double> fLAPPDHitAmp;
+    vector<double> fLAPPDHitParallelPos;
+    vector<double> fLAPPDHitTransversePos;
+    vector<double> fLAPPDHitP1StartTime;
+    vector<double> fLAPPDHitP2StartTime;
+    vector<double> fLAPPDHitP1EndTime;
+    vector<double> fLAPPDHitP2EndTime;
+
+    // waveform
+    vector<int> LAPPDWaveformChankey;
+    vector<double> waveformMaxValue;
+    vector<double> waveformRMSValue;
+    vector<bool> waveformMaxFoundNear;
+    vector<double> waveformMaxNearingValue;
+    vector<int> waveformMaxTimeBinValue;
+
+    // finished ****************************************************
+
+    // tank cluster information
+
+    int fNumberOfClusters; // how many clusters in this event
+    // vector<int> fClusterIndex; // index of which cluster this data belongs to
+    vector<int> fClusterHits; // how many hits in this cluster
+    vector<double> fClusterChargeV;
+    vector<double> fClusterTimeV;
+    vector<double> fClusterPEV;
+
+    vector<vector<double>> fCluster_HitX; // each vector is a cluster, each element is a hit in that cluster
+    vector<vector<double>> fCluster_HitY;
+    vector<vector<double>> fCluster_HitZ;
+    vector<vector<double>> fCluster_HitT;
+    vector<vector<double>> fCluster_HitQ;
+    vector<vector<double>> fCluster_HitPE;
+    vector<vector<int>> fCluster_HitType;
+    vector<vector<int>> fCluster_HitDetID;
+    vector<vector<int>> fCluster_HitChankey;
+    vector<vector<int>> fCluster_HitChankeyMC;
+
+    vector<double> fClusterMaxPEV;
+    vector<double> fClusterChargePointXV;
+    vector<double> fClusterChargePointYV;
+    vector<double> fClusterChargePointZV;
+    vector<double> fClusterChargeBalanceV;
 
+    // MRD cluster information
+    ULong64_t fEventTimeMRD_Tree;
+    int fMRDClusterNumber;
+    int fMRDClusterHits;
+    double fMRDClusterTime;
+    double fMRDClusterTimeSigma;
+
+    // MRDHitInfo_fill
+    int fVetoHit;
+    std::vector<double> fMRDHitT;
+    std::vector<int> fMRDHitDetID;
+    std::vector<int> fMRDHitChankey;
+    std::vector<int> fMRDHitChankeyMC;
+
+    std::vector<double> fFMVHitT;
+    std::vector<int> fFMVHitDetID;
+    std::vector<int> fFMVHitChankey;
+    std::vector<int> fFMVHitChankeyMC;
+
+    // MRDReco_fill
+    int fNumMRDClusterTracks;
+    std::vector<double> fMRDTrackAngle;
+    std::vector<double> fMRDTrackAngleError;
+    std::vector<double> fMRDPenetrationDepth;
+    std::vector<double> fMRDTrackLength;
+    std::vector<double> fMRDEntryPointRadius;
+    std::vector<double> fMRDEnergyLoss;
+    std::vector<double> fMRDEnergyLossError;
+    std::vector<double> fMRDTrackStartX;
+    std::vector<double> fMRDTrackStartY;
+    std::vector<double> fMRDTrackStartZ;
+    std::vector<double> fMRDTrackStopX;
+    std::vector<double> fMRDTrackStopY;
+    std::vector<double> fMRDTrackStopZ;
+    std::vector<bool> fMRDSide;
+    std::vector<bool> fMRDStop;
+    std::vector<bool> fMRDThrough;
+    std::vector<int> fMRDClusterIndex;
+
+    std::vector<int> fNumClusterTracks;
+
+    // fillCleanEventsOnly
+    int fEventStatusApplied;
+    int fEventStatusFlagged;
+
+    // MCTruth_fill
+    // ************ MC Truth Information **************** //
+    uint64_t fMCEventNum;
+    uint16_t fMCTriggerNum;
+    int fiMCTriggerNum;
+    // True muon
+    double fTrueVtxX;
+    double fTrueVtxY;
+    double fTrueVtxZ;
+    double fTrueVtxTime;
+    double fTrueDirX;
+    double fTrueDirY;
+    double fTrueDirZ;
+    double fTrueAngle;
+    double fTruePhi;
+    double fTrueMuonEnergy;
+    int fTruePrimaryPdg;
+    double fTrueTrackLengthInWater;
+    double fTrueTrackLengthInMRD;
+    std::vector<int> *fTruePrimaryPdgs = nullptr;
+    std::vector<double> *fTrueNeutCapVtxX = nullptr;
+    std::vector<double> *fTrueNeutCapVtxY = nullptr;
+    std::vector<double> *fTrueNeutCapVtxZ = nullptr;
+    std::vector<double> *fTrueNeutCapNucleus = nullptr;
+    std::vector<double> *fTrueNeutCapTime = nullptr;
+    std::vector<double> *fTrueNeutCapGammas = nullptr;
+    std::vector<double> *fTrueNeutCapE = nullptr;
+    std::vector<double> *fTrueNeutCapGammaE = nullptr;
+    int fTrueMultiRing;
+
+    // Genie information for event
+    double fTrueNeutrinoEnergy;
+    double fTrueNeutrinoMomentum_X;
+    double fTrueNeutrinoMomentum_Y;
+    double fTrueNeutrinoMomentum_Z;
+    double fTrueNuIntxVtx_X;
+    double fTrueNuIntxVtx_Y;
+    double fTrueNuIntxVtx_Z;
+    double fTrueNuIntxVtx_T;
+    double fTrueFSLVtx_X;
+    double fTrueFSLVtx_Y;
+    double fTrueFSLVtx_Z;
+    double fTrueFSLMomentum_X;
+    double fTrueFSLMomentum_Y;
+    double fTrueFSLMomentum_Z;
+    double fTrueFSLTime;
+    double fTrueFSLMass;
+    int fTrueFSLPdg;
+    double fTrueFSLEnergy;
+    double fTrueQ2;
+    int fTrueCC;
+    int fTrueNC;
+    int fTrueQEL;
+    int fTrueRES;
+    int fTrueDIS;
+    int fTrueCOH;
+    int fTrueMEC;
+    int fTrueNeutrons;
+    int fTrueProtons;
+    int fTruePi0;
+    int fTruePiPlus;
+    int fTruePiPlusCher;
+    int fTruePiMinus;
+    int fTruePiMinusCher;
+    int fTrueKPlus;
+    int fTrueKPlusCher;
+    int fTrueKMinus;
+    int fTrueKMinusCher;
+
+    // TankReco_fill
+    double fRecoVtxX;
+    double fRecoVtxY;
+    double fRecoVtxZ;
+    double fRecoVtxTime;
+    double fRecoVtxFOM;
+    double fRecoDirX;
+    double fRecoDirY;
+    double fRecoDirZ;
+    double fRecoAngle;
+    double fRecoPhi;
+    int fRecoStatus;
+
+    // RecoDebug_fill
+    //  **************** Full reco chain information ************* //
+    //   seed vertices
+    std::vector<double> fSeedVtxX;
+    std::vector<double> fSeedVtxY;
+    std::vector<double> fSeedVtxZ;
+    std::vector<double> fSeedVtxFOM;
+    double fSeedVtxTime;
+
+    // Reco vertex
+    // Point Position Vertex
+    double fPointPosX;
+    double fPointPosY;
+    double fPointPosZ;
+    double fPointPosTime;
+    double fPointPosFOM;
+    int fPointPosStatus;
+    double fPointDirX;
+    double fPointDirY;
+    double fPointDirZ;
+    double fPointDirTime;
+    double fPointDirFOM;
+    int fPointDirStatus;
+
+    // Point Vertex Finder
+    double fPointVtxPosX;
+    double fPointVtxPosY;
+    double fPointVtxPosZ;
+    double fPointVtxTime;
+    double fPointVtxDirX;
+    double fPointVtxDirY;
+    double fPointVtxDirZ;
+    double fPointVtxFOM;
+    int fPointVtxStatus;
+
+    // muonTruthRecoDiff_fill
+    // ************* Difference between MC and Truth *********** //
+    double fDeltaVtxX;
+    double fDeltaVtxY;
+    double fDeltaVtxZ;
+    double fDeltaVtxR;
+    double fDeltaVtxT;
+    double fDeltaParallel;
+    double fDeltaPerpendicular;
+    double fDeltaAzimuth;
+    double fDeltaZenith;
+    double fDeltaAngle;
+
+    // Pion and kaon counts for event
+    int fPi0Count;
+    int fPiPlusCount;
+    int fPiMinusCount;
+    int fK0Count;
+    int fKPlusCount;
+    int fKMinusCount;
+
+    //********************************************************************************************************************
+
+    // data variables for filling the tree
+    // Event Info
+    std::map<std::string, bool> fDataStreams;
+    std::map<uint64_t, uint32_t> GroupedTrigger;
+
+    // LAPPDData_fill
+    std::map<uint64_t, PsecData> LAPPDDataMap;
+    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+    std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+    std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+    std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+    std::map<uint64_t, uint64_t> LAPPDOffsets;
+    std::map<uint64_t, int> LAPPDTSCorrection;
+    std::map<uint64_t, int> LAPPDBGCorrection;
+    std::map<uint64_t, int> LAPPDOSInMinusPS;
+
+    std::map<unsigned long, vector<vector<LAPPDPulse>>> lappdPulses;
+    std::map<unsigned long, vector<LAPPDHit>> lappdHits;
+
+    //********************************************************************************************************************
+
+    // detector maps, don't clear
+    std::map<int, std::string> *AuxChannelNumToTypeMap;
+    std::map<int, double> ChannelKeyToSPEMap;
+
+    std::map<int, unsigned long> pmtid_to_channelkey;
+    std::map<unsigned long, int> channelkey_to_pmtid;
+    std::map<unsigned long, int> channelkey_to_mrdpmtid;
+    std::map<int, unsigned long> mrdpmtid_to_channelkey_data;
+    std::map<unsigned long, int> channelkey_to_faccpmtid;
+    std::map<int, unsigned long> faccpmtid_to_channelkey_data;
+
+    //********************************************************************************************************************
+    // some left not used objects
+
+    // left for raw data
+    std::vector<int> fADCWaveformChankeys;
+    std::vector<int> fADCWaveformSamples;
+
+    // ************ Muon reconstruction level information ******** //
+    std::string MRDTriggertype;
+
+    // ************* LAPPD RecoInfo *********** //
+    // left for LAPPD waveforms if needed
+    std::map<unsigned long, vector<double>> waveformMax; // strip number+30*side, value
+    std::map<unsigned long, vector<double>> waveformRMS;
+    std::map<unsigned long, vector<double>> waveformMaxLast;
+    std::map<unsigned long, vector<double>> waveformMaxNearing;
+    std::map<unsigned long, vector<int>> waveformMaxTimeBin;
+
+};
 
 #endif
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index 7bac3bf63..893331435 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -1369,7 +1369,7 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
         BGCorrections[key][EventIndex] = static_cast<int>(BGCorrection_tick) - 1000;
         TSCorrections[key][EventIndex] = static_cast<int>(TSCorrection_tick) - 1000;
 
-        if (i % (static_cast<int>(nentries / 10)) == 0)
+        if (nentries > 10 && i % (static_cast<int>(nentries / 10)) == 0)
         {
             cout << "LAPPDStoreReadIn Loading offsets and corrections, " << i << " entries loaded" << endl;
             cout << "Printing key: " << key << ", EventIndex: " << EventIndex << ", final_offset_ns_0: " << final_offset_ns_0 << ", final_offset_ps_negative_0: " << final_offset_ps_negative_0 << ", BGCorrection_tick: " << BGCorrection_tick << ", TSCorrection_tick: " << TSCorrection_tick << endl;
@@ -1401,4 +1401,4 @@ void LAPPDLoadStore::LoadRunInfo()
     }
     if (LAPPDStoreReadInVerbosity > 0)
         cout << "LAPPDStoreReadIn, Loaded run info, runNumber: " << runNumber << ", subRunNumber: " << subRunNumber << ", partFileNumber: " << partFileNumber << ", eventNumberInPF: " << eventNumberInPF << endl;
-}
\ No newline at end of file
+}
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
index 105d9669c..0454415d9 100644
--- a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
@@ -22,6 +22,8 @@ bool ProcessedLAPPDFilter::Initialise(std::string configfile, DataModel &data)
 
   saveAllLAPPDEvents = false;
   m_variables.Get("saveAllLAPPDEvents", saveAllLAPPDEvents);
+  savePMTClusterEvents = false;
+  m_variables.Get("savePMTClusterEvents", savePMTClusterEvents);
 
   MRDDataName = "FilteredMRDData";
   MRDNoVetoDataName = "FilteredMRDNoVetoData";
@@ -30,14 +32,17 @@ bool ProcessedLAPPDFilter::Initialise(std::string configfile, DataModel &data)
 
   AllLAPPDDataName = "FilteredAllLAPPDData";
   m_variables.Get("AllLAPPDDataName", AllLAPPDDataName);
+  PMTClusterDataName = "FilteredPMTClusterData";
+  m_variables.Get("PMTClusterDataName", PMTClusterDataName);
 
   filterType = "MRDtrack"; // MRDtrack and pmt cluster
   // filterType = "PMTCluster"; // pmt cluster only
   m_variables.Get("filterType", filterType);
 
-  FilteredMRD = new BoostStore(false, 2);       // all events with MRD in it //if gotEventMRD = true;
-  FilteredMRDNoVeto = new BoostStore(false, 2); // all events with MRD but no veto// if gotEventMRD && gotEventMRDNoVeto = true
-  FilteredAllLAPPD = new BoostStore(false, 2);  // all events with LAPPD data
+  FilteredMRD = new BoostStore(false, 2);        // all events with MRD in it //if gotEventMRD = true;
+  FilteredMRDNoVeto = new BoostStore(false, 2);  // all events with MRD but no veto// if gotEventMRD && gotEventMRDNoVeto = true
+  FilteredAllLAPPD = new BoostStore(false, 2);   // all events with LAPPD data
+  FilteredPMTCluster = new BoostStore(false, 2); // all events with PMT cluster
 
   gotEventMRD = false;
   gotEventMRDNoVeto = false;
@@ -49,6 +54,7 @@ bool ProcessedLAPPDFilter::Initialise(std::string configfile, DataModel &data)
   CurrentExeNumber = 0;
   pairedEventNumber = 0;
   PsecDataNumber = 0;
+  PMTClusterEventNum = 0;
 
   return true;
 }
@@ -67,39 +73,44 @@ bool ProcessedLAPPDFilter::Execute()
     cout << endl;
   }
 
-  if (DataStreams["LAPPD"] == false)
-  {
-    return true;
-  }
-
   if (filterType == "MRDtrack")
   {
-
-    CurrentExeNumber += 1;
-
     gotEventMRD = false;
     gotEventPMTCluster = false;
 
-    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
-    m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
-    PsecDataNumber += LAPPDBeamgate_ns.size();
-    m_data->Stores["ANNIEEvent"]->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
-
     std::map<double, std::vector<Hit>> *m_all_clusters = nullptr;
     bool get_clusters = m_data->CStore.Get("ClusterMap", m_all_clusters);
     if (!get_clusters)
     {
-      std::cout << "FiltStage1Event tool: No clusters found!" << std::endl;
+      std::cout << "ProcessedLAPPDFilter tool: No clusters found!" << std::endl;
       return false;
     }
     if ((int)m_all_clusters->size() > 0)
       gotEventPMTCluster = true;
 
+    if (savePMTClusterEvents && gotEventPMTCluster)
+    {
+      GotANNIEEventAndSave(FilteredPMTCluster, PMTClusterDataName);
+      PMTClusterEventNum += 1;
+    }
+
+    if (DataStreams["LAPPD"] == false)
+    {
+      return true;
+    }
+
+    CurrentExeNumber += 1;
+
+    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+    m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+    PsecDataNumber += LAPPDBeamgate_ns.size();
+    m_data->Stores["ANNIEEvent"]->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+
     std::vector<std::vector<int>> MrdTimeClusters;
     bool get_clusters_mrd = m_data->CStore.Get("MrdTimeClusters", MrdTimeClusters);
     if (!get_clusters_mrd)
     {
-      std::cout << "FiltStage1Event tool: No MRD clusters found! Did you run the TimeClustering tool?" << std::endl;
+      std::cout << "ProcessedLAPPDFilter tool: No MRD clusters found! Did you run the TimeClustering tool?" << std::endl;
       return false;
     }
     if (MrdTimeClusters.size() > 0)
@@ -139,7 +150,7 @@ bool ProcessedLAPPDFilter::Execute()
 
       if (CurrentExeNumber % 10 == 0)
       {
-        cout << "Filter event number: " << CurrentExeNumber << ", PsecDataNumber " << PsecDataNumber << ", events with PMT clusters: " << EventPMTClusterNumber << ", also with MRD tracks: " << EventMRDNumber << ", also with MRD tracks and no veto: " << EventMRDNoVetoNumber << endl;
+        cout << "Filter event number: " << CurrentExeNumber << ", PsecDataNumber " << PsecDataNumber << ", LAPPD events with PMT clusters: " << EventPMTClusterNumber << ", also with MRD tracks: " << EventMRDNumber << ", also with MRD tracks and no veto: " << EventMRDNoVetoNumber << ", events with PMT cluster (may not have LAPPD): " << PMTClusterEventNum << endl;
       }
 
       m_data->Stores["ANNIEEvent"]->Get("RunNumber", currentRunNumber);
@@ -159,7 +170,7 @@ bool ProcessedLAPPDFilter::Execute()
     bool get_clusters = m_data->CStore.Get("ClusterMap", m_all_clusters);
     if (!get_clusters)
     {
-      std::cout << "FiltStage1Event tool: No clusters found!" << std::endl;
+      std::cout << "ProcessedLAPPDFilter tool: No clusters found!" << std::endl;
       return false;
     }
     if ((int)m_all_clusters->size() > 0)
@@ -222,21 +233,26 @@ bool ProcessedLAPPDFilter::Finalise()
   FilteredMRD->Close();
   FilteredMRDNoVeto->Close();
   FilteredAllLAPPD->Close();
+  FilteredPMTCluster->Close();
 
   FilteredMRD->Delete();
   FilteredMRDNoVeto->Delete();
   FilteredAllLAPPD->Delete();
+  FilteredPMTCluster->Delete();
 
   if (filterType == "MRDtrack")
   {
     cout << "Current Run " << currentRunNumber << endl;
     cout << "Filter got " << CurrentExeNumber << " events in total" << endl; // this is the total number of events
-    cout << "Got " << PsecDataNumber << " psec data objects on all LAPPD"<<endl;
+    cout << "Got " << PsecDataNumber << " psec data objects on all LAPPD" << endl;
     cout << "Got " << EventPMTClusterNumber << " events with PMT clusters" << endl;
     cout << "Got " << EventMRDNumber << " events with PMT clusters and MRD hits" << endl;
     cout << "Got " << EventMRDNoVetoNumber << " events with PMT clusters and MRD hits and no veto" << endl;
+    cout << "Got " << PMTClusterEventNum << " events with PMT clusters and saved" << endl;
     cout << "Saved " << MRDDataName << " successfully" << endl;
     cout << "Saved " << MRDNoVetoDataName << " successfully" << endl;
+    cout << "Saved " << AllLAPPDDataName << " successfully" << endl;
+    cout << "Saved " << PMTClusterDataName << " successfully" << endl;
 
     std::ofstream file("FilterStat.txt", std::ios::app);
     file << currentRunNumber << " " << CurrentExeNumber << " " << EventPMTClusterNumber << " " << EventMRDNumber << " " << EventMRDNoVetoNumber << " "
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
index 684585554..eae7f0e1d 100644
--- a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
@@ -45,18 +45,21 @@ class ProcessedLAPPDFilter : public Tool
     string MRDDataName;
     string MRDNoVetoDataName;
     string AllLAPPDDataName;
+    string PMTClusterDataName;
 
     string filterType;
 
     BoostStore *FilteredMRD = nullptr;
     BoostStore *FilteredMRDNoVeto = nullptr;
     BoostStore *FilteredAllLAPPD = nullptr;
+    BoostStore *FilteredPMTCluster = nullptr;
 
     bool gotEventMRD;
     bool gotEventMRDNoVeto;
     bool gotEventPMTCluster;
 
     bool saveAllLAPPDEvents;
+    bool savePMTClusterEvents;
 
     int EventMRDNumber;
     int EventMRDNoVetoNumber;
@@ -72,6 +75,8 @@ class ProcessedLAPPDFilter : public Tool
     double requirePulsedAmp;
     int requirePulsedStripNumber;
 
+    int PMTClusterEventNum;
+
 
 };
 
diff --git a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
new file mode 100644
index 000000000..2912a96e6
--- /dev/null
+++ b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
@@ -0,0 +1,28 @@
+ANNIEEventTreeMakerVerbosity 0
+
+fillAllTriggers 1
+fill_singleTrigger 0
+fillLAPPDEventsOnly 0
+TankCluster_fill 1
+cluster_TankHitInfo_fill 1
+
+TankReco_fill 0
+
+OutputFile ANNIETree.root
+TankClusterProcessing 1
+MRDClusterProcessing 1
+TriggerProcessing 1
+TankHitInfo_fill 1
+MRDHitInfo_fill 1
+MRDReco_fill 1
+SiPMPulseInfo_fill 0
+fillCleanEventsOnly 0
+MCTruth_fill 0
+Reco_fill 1
+RecoDebug_fill 0
+muonTruthRecoDiff_fill 0
+isData 1
+HasGenie 0
+
+LAPPDData_fill 1
+LAPPDReco_fill 1
diff --git a/configfiles/BeamClusterAnalysis/ToolsConfig b/configfiles/BeamClusterAnalysis/ToolsConfig
index 98325bb76..4d2282e93 100644
--- a/configfiles/BeamClusterAnalysis/ToolsConfig
+++ b/configfiles/BeamClusterAnalysis/ToolsConfig
@@ -14,4 +14,6 @@ LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDProcessedAna/ConfigPrePro
 LAPPDBaseline LAPPDBaseline configfiles/LAPPDProcessedAna/ConfigPreProcess
 LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot
 
-myPhaseIITreeMaker PhaseIITreeMaker ./configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
+
+ANNIEEventTreeMaker ANNIEEventTreeMaker ./configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
+#myPhaseIITreeMaker PhaseIITreeMaker ./configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
diff --git a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
index 75d4bf752..5ed787c9c 100644
--- a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
+++ b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
@@ -1,6 +1,10 @@
 FilterVerbosity 0
 
 saveAllLAPPDEvents 1
+savePMTClusterEvents 1
+
 filterType MRDtrack
+
+
 requirePulsedAmp 15
 requirePulsedStripNumber 7
diff --git a/configfiles/LAPPDProcessedFilter/ToolsConfig b/configfiles/LAPPDProcessedFilter/ToolsConfig
index 9df8fdad7..40c906fca 100644
--- a/configfiles/LAPPDProcessedFilter/ToolsConfig
+++ b/configfiles/LAPPDProcessedFilter/ToolsConfig
@@ -1,5 +1,5 @@
 LoadANNIEEvent LoadANNIEEvent configfiles/LAPPDProcessedFilter/LoadANNIEEventConfig
-LoadGeometry LoadGeometry configfiles/LAPPDProcessedFilter/ConfigGeo
+LoadGeometry LoadGeometry configfiles/LoadGeometry/LoadGeometryConfig 
 
 myTimeClustering TimeClustering configfiles/LAPPDProcessedFilter/TimeClusteringConfig
 myFindMrdTracks FindMrdTracks configfiles/LAPPDProcessedFilter/FindMrdTracksConfig
diff --git a/configfiles/PreProcessTrigOverlap/CreateMyList.sh b/configfiles/PreProcessTrigOverlap/CreateMyList.sh
old mode 100755
new mode 100644
index e72ac51a6..04e1aa7a5
--- a/configfiles/PreProcessTrigOverlap/CreateMyList.sh
+++ b/configfiles/PreProcessTrigOverlap/CreateMyList.sh
@@ -1,17 +1,19 @@
 if [ "$#" -ne 2 ]; then
-      echo "Usage: ./CreateMyList.sh DIR RUN"
-      echo "Specified input variable must contain the directory where the files are stored, second variable run number"
+      echo "Usage: ./CreateMyList.sh RUN"
+      echo "Specified input variable must contain the run number"
       exit 1
 fi
 
-FILEDIR=$1
-RUN=$2
+RUN=$1
+DIR=/pnfs/annie/persistent/raw/raw/
 
 NUMFILES=$(ls -1q ${FILEDIR}/RAWDataR${RUN}* | wc -l)
 
 echo "NUMBER OF FILES IN ${FILEDIR}: ${NUMFILES}"
 
+rm my_files.txt
+
 for p in $(seq 0 $(($NUMFILES -1 )))
 do
-	echo "${FILEDIR}/RAWDataR${RUN}S0p${p}" >> my_files.txt
+	echo "${DIR}${RUN}/RAWDataR${RUN}S0p${p}" >> my_files.txt
 done

From 7d1768a7f8ecf6b23361d06e54d7f8c416480f88 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Tue, 16 Jul 2024 10:35:14 -0500
Subject: [PATCH 069/163] If readed board == 0 or raw data size == 0, skip the
 loading in LAPPDLoadStore, or there will be a seg fault

 Changes to be committed:
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
---
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index 893331435..a3aa5872d 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -359,6 +359,12 @@ bool LAPPDLoadStore::Execute()
                 // cout << "ReadedBoards loaded with " << *it << endl;
             }
 
+	    if(Raw_buffer.size() == 0 || ReadBoards.size() == 0)
+	    {
+	    	m_data->CStore.Set("LAPPDana",false);
+	        cout<<"LAPPD Load Store, find Raw buffer size == 0 or ReadBoards size == 0"<<endl;
+		return true;
+	    }
             int frametype = static_cast<int>(Raw_buffer.size() / ReadBoards.size());
             if (frametype != num_vector_data)
             {

From ac729d824f5d892eebde90c86b7c1fce49f28852 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Wed, 17 Jul 2024 15:54:37 -0500
Subject: [PATCH 070/163]  Changes to be committed: 	modified:  
 DataModel/LAPPDHit.h 	modified:  
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp 	modified:  
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h 	modified:  
 UserTools/LAPPDThresReco/LAPPDThresReco.cpp

---
 DataModel/LAPPDHit.h                          | 169 +++++++++++-------
 .../ANNIEEventTreeMaker.cpp                   |  29 ++-
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |   6 +
 UserTools/LAPPDThresReco/LAPPDThresReco.cpp   |   6 +-
 4 files changed, 137 insertions(+), 73 deletions(-)

diff --git a/DataModel/LAPPDHit.h b/DataModel/LAPPDHit.h
index 5dd752126..7e34c8d7f 100755
--- a/DataModel/LAPPDHit.h
+++ b/DataModel/LAPPDHit.h
@@ -2,54 +2,81 @@
 #ifndef LAPPDHITCLASS_H
 #define LAPPDHITCLASS_H
 
-#include<Hit.h>
-#include<SerialisableObject.h>
+#include <Hit.h>
+#include "LAPPDPulse.h"
+#include <SerialisableObject.h>
 
 using std::cout;
 using std::endl;
 
-class LAPPDHit : public Hit{
-	
+class LAPPDHit : public Hit
+{
+
 	friend class boost::serialization::access;
-	
-	public:
-	LAPPDHit() : Hit(), Position(0), LocalPosition(0) {serialise=true;}
-	LAPPDHit(int thetubeid, double thetime, double thecharge, std::vector<double> theposition, std::vector<double> thelocalposition) : Hit(thetubeid,thetime,thecharge), Position(theposition), LocalPosition(thelocalposition) {serialise=true;}
-	LAPPDHit(int thetubeid, double thetime, double thecharge, std::vector<double> theposition, std::vector<double> thelocalposition, double pulse1LastTime, double pulse2LastTime, double pulse1StartTime, double pulse2StartTime) : Hit(thetubeid,thetime,thecharge), Position(theposition), LocalPosition(thelocalposition) {serialise=true; Pulse1LastTime = pulse1LastTime; Pulse2LastTime = pulse2LastTime; Pulse1StartTime = pulse1StartTime; Pulse2StartTime = pulse2StartTime;}
+
+public:
+	LAPPDHit() : Hit(), Position(0), LocalPosition(0) { serialise = true; }
+	LAPPDHit(int thetubeid, double thetime, double thecharge, std::vector<double> theposition, std::vector<double> thelocalposition) : Hit(thetubeid, thetime, thecharge), Position(theposition), LocalPosition(thelocalposition) { serialise = true; }
+	LAPPDHit(int thetubeid, double thetime, double thecharge, std::vector<double> theposition, std::vector<double> thelocalposition, double pulse1LastTime, double pulse2LastTime, double pulse1StartTime, double pulse2StartTime) : Hit(thetubeid, thetime, thecharge), Position(theposition), LocalPosition(thelocalposition)
+	{
+		serialise = true;
+		Pulse1LastTime = pulse1LastTime;
+		Pulse2LastTime = pulse2LastTime;
+		Pulse1StartTime = pulse1StartTime;
+		Pulse2StartTime = pulse2StartTime;
+	}
+	LAPPDHit(int thetubeid, double thetime, double thecharge, std::vector<double> theposition, std::vector<double> thelocalposition, double pulse1LastTime, double pulse2LastTime, double pulse1StartTime, double pulse2StartTime, LAPPDPulse p1, LAPPDPulse p2) : Hit(thetubeid, thetime, thecharge), Position(theposition), LocalPosition(thelocalposition)
+	{
+		serialise = true;
+		Pulse1LastTime = pulse1LastTime;
+		Pulse2LastTime = pulse2LastTime;
+		Pulse1StartTime = pulse1StartTime;
+		Pulse2StartTime = pulse2StartTime;
+		pulse1 = p1;
+		pulse2 = p2;
+	}
 
 	virtual ~LAPPDHit(){};
-	
-	inline std::vector<double> GetPosition() const {return Position;}
-	inline std::vector<double> GetLocalPosition() const {return LocalPosition;}
-	inline void SetPosition(std::vector<double> pos){Position=pos;}
-	inline void SetLocalPosition(std::vector<double> locpos){LocalPosition=locpos;}
-	inline double GetPulse1LastTime() const {return Pulse1LastTime;}
-	inline double GetPulse2LastTime() const {return Pulse2LastTime;}
-	inline double GetPulse1StartTime() const {return Pulse1StartTime;}
-	inline double GetPulse2StartTime() const {return Pulse2StartTime;}
-	
-	bool Print() {
-		cout<<"TubeId : "<<TubeId<<endl;
-		cout<<"Time : "<<Time<<endl;
-		cout<<"X Pos : "<<Position.at(0)<<endl;
-		cout<<"Y Pos : "<<Position.at(1)<<endl;
-		cout<<"Z Pos : "<<Position.at(2)<<endl;
-		cout<<"Parallel Pos : "<<LocalPosition.at(0)<<endl;
-		cout<<"Transverse Pos : "<<LocalPosition.at(1)<<endl;
-		cout<<"Charge : "<<Charge<<endl;
+
+	inline std::vector<double> GetPosition() const { return Position; }
+	inline std::vector<double> GetLocalPosition() const { return LocalPosition; }
+	inline void SetPosition(std::vector<double> pos) { Position = pos; }
+	inline void SetLocalPosition(std::vector<double> locpos) { LocalPosition = locpos; }
+	inline double GetPulse1LastTime() const { return Pulse1LastTime; }
+	inline double GetPulse2LastTime() const { return Pulse2LastTime; }
+	inline double GetPulse1StartTime() const { return Pulse1StartTime; }
+	inline double GetPulse2StartTime() const { return Pulse2StartTime; }
+	inline LAPPDPulse GetPulse1() const { return pulse1; }
+	inline LAPPDPulse GetPulse2() const { return pulse2; }
+
+	bool Print()
+	{
+		cout << "TubeId : " << TubeId << endl;
+		cout << "Time : " << Time << endl;
+		cout << "X Pos : " << Position.at(0) << endl;
+		cout << "Y Pos : " << Position.at(1) << endl;
+		cout << "Z Pos : " << Position.at(2) << endl;
+		cout << "Parallel Pos : " << LocalPosition.at(0) << endl;
+		cout << "Transverse Pos : " << LocalPosition.at(1) << endl;
+		cout << "Charge : " << Charge << endl;
 		return true;
 	}
-	
-	protected:
+
+protected:
 	std::vector<double> Position;
 	std::vector<double> LocalPosition;
 	double Pulse1LastTime;
 	double Pulse2LastTime;
 	double Pulse1StartTime;
 	double Pulse2StartTime;
-	
-	template<class Archive> void serialize(Archive & ar, const unsigned int version){
-		if(serialise){
+	LAPPDPulse pulse1;
+	LAPPDPulse pulse2;
+
+	template <class Archive>
+	void serialize(Archive &ar, const unsigned int version)
+	{
+		if (serialise)
+		{
 			ar & TubeId;
 			ar & Time;
 			ar & Position;
@@ -60,52 +87,62 @@ class LAPPDHit : public Hit{
 };
 
 //  Derived classes
-class MCLAPPDHit : public LAPPDHit{
-	
+class MCLAPPDHit : public LAPPDHit
+{
+
 	friend class boost::serialization::access;
-	
-	public:
-	MCLAPPDHit() : LAPPDHit(), Parents(std::vector<int>{}) {serialise=true;}
-	MCLAPPDHit(int thetubeid, double thetime, double thecharge, std::vector<double> theposition, std::vector<double> thelocalposition, std::vector<int> theparents) : LAPPDHit(thetubeid, thetime, thecharge,theposition,thelocalposition), Parents(theparents) {serialise=true;}
-	
-	const std::vector<int>* GetParents() const { return &Parents; }
-	void SetParents(std::vector<int> parentsin){ Parents = parentsin; }
-	
-	bool Print() {
-		cout<<"TubeId : "<<TubeId<<endl;
-		cout<<"Time : "<<Time<<endl;
-		cout<<"X Pos : "<<Position.at(0)<<endl;
-		cout<<"Y Pos : "<<Position.at(1)<<endl;
-		cout<<"Z Pos : "<<Position.at(2)<<endl;
-		cout<<"Parallel Pos : "<<LocalPosition.at(0)<<endl;
-		cout<<"Transverse Pos : "<<LocalPosition.at(1)<<endl;
-		cout<<"Charge : "<<Charge<<endl;
-		if(Parents.size()){
-			cout<<"Parent MCPartice indices: {";
-			for(int parenti=0; parenti<(int)Parents.size(); ++parenti){
-				cout<<Parents.at(parenti);
-				if((parenti+1)<(int)Parents.size()) cout<<", ";
+
+public:
+	MCLAPPDHit() : LAPPDHit(), Parents(std::vector<int>{}) { serialise = true; }
+	MCLAPPDHit(int thetubeid, double thetime, double thecharge, std::vector<double> theposition, std::vector<double> thelocalposition, std::vector<int> theparents) : LAPPDHit(thetubeid, thetime, thecharge, theposition, thelocalposition), Parents(theparents) { serialise = true; }
+
+	const std::vector<int> *GetParents() const { return &Parents; }
+	void SetParents(std::vector<int> parentsin) { Parents = parentsin; }
+
+	bool Print()
+	{
+		cout << "TubeId : " << TubeId << endl;
+		cout << "Time : " << Time << endl;
+		cout << "X Pos : " << Position.at(0) << endl;
+		cout << "Y Pos : " << Position.at(1) << endl;
+		cout << "Z Pos : " << Position.at(2) << endl;
+		cout << "Parallel Pos : " << LocalPosition.at(0) << endl;
+		cout << "Transverse Pos : " << LocalPosition.at(1) << endl;
+		cout << "Charge : " << Charge << endl;
+		if (Parents.size())
+		{
+			cout << "Parent MCPartice indices: {";
+			for (int parenti = 0; parenti < (int)Parents.size(); ++parenti)
+			{
+				cout << Parents.at(parenti);
+				if ((parenti + 1) < (int)Parents.size())
+					cout << ", ";
 			}
-			cout<<"}"<<endl;
-		} else {
-			cout<<"No recorded parents"<<endl;
+			cout << "}" << endl;
+		}
+		else
+		{
+			cout << "No recorded parents" << endl;
 		}
 		return true;
 	}
-	
-	template<class Archive> void serialize(Archive & ar, const unsigned int version){
-		if(serialise){
+
+	template <class Archive>
+	void serialize(Archive &ar, const unsigned int version)
+	{
+		if (serialise)
+		{
 			ar & TubeId;
 			ar & Time;
 			ar & Position;
 			ar & LocalPosition;
 			ar & Charge;
 			// n.b. at time of writing MCHit stores no additional persistent members
-			// - it only adds parent MCParticle indices, and these aren't saved... 
+			// - it only adds parent MCParticle indices, and these aren't saved...
 		}
 	}
-	
-	protected:
+
+protected:
 	std::vector<int> Parents;
 };
 
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index a3e01236a..00de87ba3 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -203,6 +203,11 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("LAPPDHitP1EndTime", &fLAPPDHitP1EndTime);
     fANNIETree->Branch("LAPPDHitP2EndTime", &fLAPPDHitP2EndTime);
 
+    fANNIETree->Branch("LAPPDHitP1PeakTime", &fLAPPDHitP1PeakTime);
+    fANNIETree->Branch("LAPPDHitP2PeakTime", &fLAPPDHitP2PeakTime);
+    fANNIETree->Branch("LAPPDHitP1PeakAmp", &fLAPPDHitP1PeakAmp);
+    fANNIETree->Branch("LAPPDHitP2PeakAmp", &fLAPPDHitP2PeakAmp);
+
     /*
     fANNIETree->Branch("LAPPDWaveformChankey", &LAPPDWaveformChankey, "LAPPDWaveformChankey/I");
     fANNIETree->Branch("WaveformMax", &waveformMaxValue, "WaveformMax/D");
@@ -616,6 +621,10 @@ void ANNIEEventTreeMaker::ResetVariables()
   fLAPPDHitP2StartTime.clear();
   fLAPPDHitP1EndTime.clear();
   fLAPPDHitP2EndTime.clear();
+  fLAPPDHitP1PeakTime.clear();
+  fLAPPDHitP2PeakTime.clear();
+  fLAPPDHitP1PeakAmp.clear();
+  fLAPPDHitP2PeakAmp.clear();
 
   LAPPDWaveformChankey.clear();
   waveformMaxValue.clear();
@@ -1230,6 +1239,8 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
       for (int i = 0; i < stripHits.size(); i++)
       {
         LAPPDHit thisHit = stripHits.at(i);
+        LAPPDPulse p1 = thisHit.GetPulse1();
+        LAPPDPulse p2 = thisHit.GetPulse2();
         fLAPPDHit_IDs.push_back(thisHit.GetTubeId());
         fLAPPDHitStrip.push_back(stripno);
         fLAPPDHitTime.push_back(thisHit.GetTime());
@@ -1242,10 +1253,20 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
         vector<double> localPosition = thisHit.GetLocalPosition();
         fLAPPDHitParallelPos.push_back(localPosition.at(0));
         fLAPPDHitTransversePos.push_back(localPosition.at(1));
-        fLAPPDHitP1StartTime.push_back(thisHit.GetPulse1StartTime());
-        fLAPPDHitP2StartTime.push_back(thisHit.GetPulse2StartTime());
-        fLAPPDHitP1EndTime.push_back(thisHit.GetPulse1LastTime());
-        fLAPPDHitP2EndTime.push_back(thisHit.GetPulse2LastTime());
+        //fLAPPDHitP1StartTime.push_back(thisHit.GetPulse1StartTime());
+        //fLAPPDHitP2StartTime.push_back(thisHit.GetPulse2StartTime());
+        //fLAPPDHitP1EndTime.push_back(thisHit.GetPulse1LastTime());
+        //fLAPPDHitP2EndTime.push_back(thisHit.GetPulse2LastTime());
+        
+        fLAPPDHitP1StartTime.push_back(p1.GetLowRange());
+        fLAPPDHitP2StartTime.push_back(p2.GetLowRange());
+        fLAPPDHitP1EndTime.push_back(p1.GetHiRange());
+        fLAPPDHitP2EndTime.push_back(p2.GetHiRange());
+
+        fLAPPDHitP1PeakTime.push_back(p1.GetTime());
+        fLAPPDHitP2PeakTime.push_back(p2.GetTime());
+        fLAPPDHitP1PeakAmp.push_back(p1.GetPeak());
+        fLAPPDHitP2PeakAmp.push_back(p2.GetPeak());
       }
     }
   }
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 9e8823690..f653a9350 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -227,6 +227,12 @@ class ANNIEEventTreeMaker : public Tool
     vector<double> fLAPPDHitP2StartTime;
     vector<double> fLAPPDHitP1EndTime;
     vector<double> fLAPPDHitP2EndTime;
+    vector<double> fLAPPDHitP1PeakTime;
+    vector<double> fLAPPDHitP2PeakTime;
+    vector<double> fLAPPDHitP1PeakAmp;
+    vector<double> fLAPPDHitP2PeakAmp;
+
+
 
     // waveform
     vector<int> LAPPDWaveformChankey;
diff --git a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
index 29605957e..72cfa41d3 100644
--- a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
+++ b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
@@ -630,17 +630,17 @@ LAPPDHit LAPPDThresReco::MakeHit(LAPPDPulse pulse0, LAPPDPulse pulse1)
     }
     if (useRange == -1)
     {
-      LAPPDHit hit(tubeID, averageTime, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime);
+      LAPPDHit hit(tubeID, averageTime, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime, pulse0, pulse1);
       return hit;
     }
     else if (useRange == 0)
     {
-      LAPPDHit hit(tubeID, averageTimeLow, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime);
+      LAPPDHit hit(tubeID, averageTimeLow, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime, pulse0, pulse1);
       return hit;
     }
     else if (useRange == 1)
     {
-      LAPPDHit hit(tubeID, averageTimeHi, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime);
+      LAPPDHit hit(tubeID, averageTimeHi, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime, pulse0, pulse1);
       return hit;
     }
     else

From d4eb66d22731f183311ac48a81d7b9a68d2ab3e2 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Thu, 18 Jul 2024 14:25:46 -0500
Subject: [PATCH 071/163] Fix a small bug in LAPPDLoadStore. When there is no
 data in Raw_buffer, the tool was supposed to skip, but shouldn't return.
 Using return will cause the executing speed to be extreamly slow.

 Changes to be committed:
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
---
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index a3aa5872d..339afef46 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -339,6 +339,14 @@ bool LAPPDLoadStore::Execute()
             LAPPD_ID = dat.LAPPD_ID;
             if (LAPPD_ID != SelectedLAPPD && SelectSingleLAPPD)
                 continue;
+                
+            if (Raw_buffer.size() == 0 || ReadBoards.size() == 0)
+            {
+                m_data->CStore.Set("LAPPDana", false);
+                cout << "LAPPD Load Store, find Raw buffer size == 0 or ReadBoards size == 0" << endl;
+                continue;
+                // return true;
+            }
 
             if (LAPPDStoreReadInVerbosity > 0)
             {
@@ -359,12 +367,6 @@ bool LAPPDLoadStore::Execute()
                 // cout << "ReadedBoards loaded with " << *it << endl;
             }
 
-	    if(Raw_buffer.size() == 0 || ReadBoards.size() == 0)
-	    {
-	    	m_data->CStore.Set("LAPPDana",false);
-	        cout<<"LAPPD Load Store, find Raw buffer size == 0 or ReadBoards size == 0"<<endl;
-		return true;
-	    }
             int frametype = static_cast<int>(Raw_buffer.size() / ReadBoards.size());
             if (frametype != num_vector_data)
             {

From ee658d3ea858da03d9be405d7c50caeb487b4d5f Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Fri, 26 Jul 2024 18:36:11 -0500
Subject: [PATCH 072/163] add functions about LAPPD PPS information to
 EventBuilder add tools to get information of RWM and BRF add RWM, BRF, LAPPD
 PPS information to TreeMaker

---
 .../ANNIEEventTreeMaker.cpp                   |  97 ++++-
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  33 +-
 UserTools/EBLAPPD/EBLAPPD.cpp                 |  75 +++-
 UserTools/EBLAPPD/EBLAPPD.h                   |  17 +
 UserTools/EBPMT/EBPMT.cpp                     |  66 ++-
 UserTools/EBPMT/EBPMT.h                       |  25 +-
 UserTools/EBSaver/EBSaver.cpp                 | 127 ++++++
 UserTools/EBSaver/EBSaver.h                   |  21 +-
 UserTools/Factory/Factory.cpp                 |   1 +
 UserTools/FitRWMWaveform/FitRWMWaveform.cpp   | 406 ++++++++++++++++++
 UserTools/FitRWMWaveform/FitRWMWaveform.h     |  63 +++
 UserTools/FitRWMWaveform/README.md            |  20 +
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   | 204 ++++++++-
 UserTools/LAPPDLoadStore/LAPPDLoadStore.h     |  27 ++
 UserTools/PMTDataDecoder/PMTDataDecoder.cpp   |  46 ++
 UserTools/PMTDataDecoder/PMTDataDecoder.h     |   8 +
 .../ProcessedLAPPDFilter.cpp                  |  34 ++
 UserTools/Unity.h                             |   1 +
 .../ANNIEEventTreeMakerConfig                 |   1 +
 .../BeamClusterAnalysis/FitRWMWaveformConfig  |   4 +
 configfiles/BeamClusterAnalysis/ToolsConfig   |   9 +-
 configfiles/EventBuilderV2/EBSaverConfig      |   2 +-
 configfiles/LAPPDProcessedAna/Configs         |   2 +-
 23 files changed, 1238 insertions(+), 51 deletions(-)
 create mode 100644 UserTools/FitRWMWaveform/FitRWMWaveform.cpp
 create mode 100644 UserTools/FitRWMWaveform/FitRWMWaveform.h
 create mode 100644 UserTools/FitRWMWaveform/README.md
 create mode 100644 configfiles/BeamClusterAnalysis/FitRWMWaveformConfig

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 00de87ba3..0017fe987 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -32,6 +32,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("TankCluster_fill", TankCluster_fill);
   m_variables.Get("cluster_TankHitInfo_fill", cluster_TankHitInfo_fill);
   m_variables.Get("MRDHitInfo_fill", MRDHitInfo_fill);
+  m_variables.Get("RWMBRF_fill", RWMBRF_fill);
 
   m_variables.Get("MCTruth_fill", MCTruth_fill);
   m_variables.Get("MRDReco_fill", MRDReco_fill);
@@ -105,6 +106,19 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("BeamInfoTimeToTriggerDiff", &fBeamInfoTimeToTriggerDiff, "BeamInfoTimeToTriggerDiff/G");
   }
 
+  if (RWMBRF_fill)
+  {
+    fANNIETree->Branch("RWMRisingStart", &fRWMRisingStart, "fRWMRisingStart/D");
+    fANNIETree->Branch("RWMRisingEnd", &fRWMRisingEnd, "fRWMRisingEnd/D");
+    fANNIETree->Branch("RWMHalfRising", &fRWMHalfRising, "fRWMHalfRising/D");
+    fANNIETree->Branch("RWMFHWM", &fRWMFHWM, "fRWMFHWM/D");
+    fANNIETree->Branch("RWMFirstPeak", &fRWMFirstPeak, "fRWMFirstPeak/D");
+
+    fANNIETree->Branch("BRFFirstPeak", &fBRFFirstPeak, "fBRFFirstPeak/D");
+    fANNIETree->Branch("BRFAveragePeak", &fBRFAveragePeak, "fBRFAveragePeak/D");
+    fANNIETree->Branch("BRFFirstPeakFit", &fBRFFirstPeakFit, "fBRFFirstPeakFit/D");
+  }
+
   //********************************************************//
 
   // Tank cluster information
@@ -166,6 +180,14 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("LAPPD_TSCorrection", &fLAPPD_TSCorrection);
     fANNIETree->Branch("LAPPD_BGCorrection", &fLAPPD_BGCorrection);
     fANNIETree->Branch("LAPPD_OSInMinusPS", &fLAPPD_OSInMinusPS);
+    fANNIETree->Branch("LAPPD_BGPPSBefore", &fLAPPD_BGPPSBefore);
+    fANNIETree->Branch("LAPPD_BGPPSAfter", &fLAPPD_BGPPSAfter);
+    fANNIETree->Branch("LAPPD_BGPPSDiff", &fLAPPD_BGPPSDiff);
+    fANNIETree->Branch("LAPPD_BGPPSMissing", &fLAPPD_BGPPSMissing);
+    fANNIETree->Branch("LAPPD_TSPPSBefore", &fLAPPD_TSPPSBefore);
+    fANNIETree->Branch("LAPPD_TSPPSAfter", &fLAPPD_TSPPSAfter);
+    fANNIETree->Branch("LAPPD_TSPPSDiff", &fLAPPD_TSPPSDiff);
+    fANNIETree->Branch("LAPPD_TSPPSMissing", &fLAPPD_TSPPSMissing);
   }
 
   // LAPPD reconstruction information
@@ -446,6 +468,12 @@ bool ANNIEEventTreeMaker::Execute()
   LoadBeamInfo();
   // done
 
+  //****************************** Fill RWM BRF Info *************************************//
+  if (RWMBRF_fill)
+  {
+    LoadRWMBRFInfo();
+  }
+
   //****************************** Fill Hit Info *************************************//
   if (TankHitInfo_fill)
   {
@@ -559,6 +587,16 @@ void ANNIEEventTreeMaker::ResetVariables()
   fBeamInfoTime = 0;
   fBeamInfoTimeToTriggerDiff = -9999;
 
+  // RWM BRF info
+  fRWMRisingStart = -9999;
+  fRWMRisingEnd = -9999;
+  fRWMHalfRising = -9999;
+  fRWMFHWM = -9999;
+  fRWMFirstPeak = -9999;
+  fBRFFirstPeak = -9999;
+  fBRFAveragePeak = -9999;
+  fBRFFirstPeakFit = -9999;
+
   // TankHitInfo
   fNHits = 0;
   fIsFiltered.clear();
@@ -592,6 +630,14 @@ void ANNIEEventTreeMaker::ResetVariables()
   fLAPPD_TSCorrection.clear();
   fLAPPD_BGCorrection.clear();
   fLAPPD_OSInMinusPS.clear();
+  fLAPPD_BGPPSBefore.clear();
+  fLAPPD_BGPPSAfter.clear();
+  fLAPPD_BGPPSDiff.clear();
+  fLAPPD_BGPPSMissing.clear();
+  fLAPPD_TSPPSBefore.clear();
+  fLAPPD_TSPPSAfter.clear();
+  fLAPPD_TSPPSDiff.clear();
+  fLAPPD_TSPPSMissing.clear();
 
   // LAPPD Reco Fill
   fLAPPDPulseTimeStampUL.clear();
@@ -850,6 +896,14 @@ void ANNIEEventTreeMaker::ResetVariables()
   LAPPDTSCorrection.clear();
   LAPPDBGCorrection.clear();
   LAPPDOSInMinusPS.clear();
+  LAPPDBG_PPSBefore.clear();
+  LAPPDBG_PPSAfter.clear();
+  LAPPDBG_PPSDiff.clear();
+  LAPPDBG_PPSMissing.clear();
+  LAPPDTS_PPSBefore.clear();
+  LAPPDTS_PPSAfter.clear();
+  LAPPDTS_PPSDiff.clear();
+  LAPPDTS_PPSMissing.clear();
 
   // LAPPD Reco Fill
   lappdPulses.clear();
@@ -928,7 +982,6 @@ bool ANNIEEventTreeMaker::LoadEventInfo()
   if (!gotETMRD)
     fEventTimeMRD = 0;
 
-
   if (fillAllTriggers)
     return true;
   else if (fill_singleTrigger)
@@ -949,7 +1002,6 @@ bool ANNIEEventTreeMaker::LoadEventInfo()
   }
   else
     return true;
-
 }
 
 void ANNIEEventTreeMaker::LoadBeamInfo()
@@ -975,6 +1027,20 @@ void ANNIEEventTreeMaker::LoadBeamInfo()
   m_data->Stores["ANNIEEvent"]->Get("BeamInfoTimeToTriggerDiff", fBeamInfoTimeToTriggerDiff);
 }
 
+void ANNIEEventTreeMaker::LoadRWMBRFInfo()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadRWMBRFInfo", v_debug, ANNIEEventTreeMakerVerbosity);
+  m_data->Stores["ANNIEEvent"]->Get("RWMRisingStart", fRWMRisingStart);
+  m_data->Stores["ANNIEEvent"]->Get("RWMRisingEnd", fRWMRisingEnd);
+  m_data->Stores["ANNIEEvent"]->Get("RWMHalfRising", fRWMHalfRising);
+  m_data->Stores["ANNIEEvent"]->Get("RWMFHWM", fRWMFHWM);
+  m_data->Stores["ANNIEEvent"]->Get("RWMFirstPeak", fRWMFirstPeak);
+
+  m_data->Stores["ANNIEEvent"]->Get("BRFFirstPeak", fBRFFirstPeak);
+  m_data->Stores["ANNIEEvent"]->Get("BRFAveragePeak", fBRFAveragePeak);
+  m_data->Stores["ANNIEEvent"]->Get("BRFFirstPeakFit", fBRFFirstPeakFit);
+}
+
 void ANNIEEventTreeMaker::LoadAllTankHits()
 {
   Log("ANNIEEventTreeMaker Tool: LoadAllTankHits", v_debug, ANNIEEventTreeMakerVerbosity);
@@ -1147,6 +1213,15 @@ void ANNIEEventTreeMaker::LoadLAPPDInfo()
   m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
   m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
   m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+
   if (LAPPDDataMap.size() != 0)
   {
     FillLAPPDInfo();
@@ -1176,6 +1251,14 @@ void ANNIEEventTreeMaker::FillLAPPDInfo()
     fLAPPD_TSCorrection.push_back(LAPPDTSCorrection[key]);
     fLAPPD_BGCorrection.push_back(LAPPDBGCorrection[key]);
     fLAPPD_OSInMinusPS.push_back(LAPPDOSInMinusPS[key]);
+    fLAPPD_BGPPSBefore.push_back(LAPPDBG_PPSBefore[key]);
+    fLAPPD_BGPPSAfter.push_back(LAPPDBG_PPSAfter[key]);
+    fLAPPD_BGPPSDiff.push_back(LAPPDBG_PPSDiff[key]);
+    fLAPPD_BGPPSMissing.push_back(LAPPDBG_PPSMissing[key]);
+    fLAPPD_TSPPSBefore.push_back(LAPPDTS_PPSBefore[key]);
+    fLAPPD_TSPPSAfter.push_back(LAPPDTS_PPSAfter[key]);
+    fLAPPD_TSPPSDiff.push_back(LAPPDTS_PPSDiff[key]);
+    fLAPPD_TSPPSMissing.push_back(LAPPDTS_PPSMissing[key]);
   }
 }
 
@@ -1253,11 +1336,11 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
         vector<double> localPosition = thisHit.GetLocalPosition();
         fLAPPDHitParallelPos.push_back(localPosition.at(0));
         fLAPPDHitTransversePos.push_back(localPosition.at(1));
-        //fLAPPDHitP1StartTime.push_back(thisHit.GetPulse1StartTime());
-        //fLAPPDHitP2StartTime.push_back(thisHit.GetPulse2StartTime());
-        //fLAPPDHitP1EndTime.push_back(thisHit.GetPulse1LastTime());
-        //fLAPPDHitP2EndTime.push_back(thisHit.GetPulse2LastTime());
-        
+        // fLAPPDHitP1StartTime.push_back(thisHit.GetPulse1StartTime());
+        // fLAPPDHitP2StartTime.push_back(thisHit.GetPulse2StartTime());
+        // fLAPPDHitP1EndTime.push_back(thisHit.GetPulse1LastTime());
+        // fLAPPDHitP2EndTime.push_back(thisHit.GetPulse2LastTime());
+
         fLAPPDHitP1StartTime.push_back(p1.GetLowRange());
         fLAPPDHitP2StartTime.push_back(p2.GetLowRange());
         fLAPPDHitP1EndTime.push_back(p1.GetHiRange());
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index f653a9350..1a7a4505f 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -46,6 +46,8 @@ class ANNIEEventTreeMaker : public Tool
     bool LoadEventInfo();
     void LoadBeamInfo();
 
+    void LoadRWMBRFInfo();
+
     void LoadAllTankHits();
     void LoadSiPMHits();
 
@@ -107,6 +109,7 @@ class ANNIEEventTreeMaker : public Tool
     bool cluster_TankHitInfo_fill = 1;
     bool MRDHitInfo_fill = 1;
     bool LAPPDData_fill = 1;
+    bool RWMBRF_fill = 1;
 
     // What reco information will be filled
     bool MCTruth_fill = 0; // Output the MC truth information
@@ -165,6 +168,17 @@ class ANNIEEventTreeMaker : public Tool
     uint64_t fBeamInfoTime;
     int64_t fBeamInfoTimeToTriggerDiff;
 
+    // RWM and BRF information
+    double fRWMRisingStart; // start of the rising of the waveform
+    double fRWMRisingEnd;   // maximum of the rising of the waveform
+    double fRWMHalfRising;  // half of the rising of the waveform, from start to maximum
+    double fRWMFHWM;        // full width at half maximum of the waveform
+    double fRWMFirstPeak;   // first peak of the waveform
+
+    double fBRFFirstPeak;    // first peak of the waveform
+    double fBRFAveragePeak;  // average peak of the waveform
+    double fBRFFirstPeakFit; // first peak of the waveform, Gaussian fit
+
     // TankHitInfo_fill
     int fNHits = 0;
     std::vector<int> fIsFiltered;
@@ -198,6 +212,14 @@ class ANNIEEventTreeMaker : public Tool
     vector<int> fLAPPD_TSCorrection;
     vector<int> fLAPPD_BGCorrection;
     vector<int> fLAPPD_OSInMinusPS;
+    vector<uint64_t> fLAPPD_BGPPSBefore;
+    vector<uint64_t> fLAPPD_BGPPSAfter;
+    vector<uint64_t> fLAPPD_BGPPSDiff;
+    vector<int> fLAPPD_BGPPSMissing;
+    vector<uint64_t> fLAPPD_TSPPSBefore;
+    vector<uint64_t> fLAPPD_TSPPSAfter;
+    vector<uint64_t> fLAPPD_TSPPSDiff;
+    vector<int> fLAPPD_TSPPSMissing;
 
     // LAPPD Reco Fill
     vector<uint64_t> fLAPPDPulseTimeStampUL;
@@ -232,8 +254,6 @@ class ANNIEEventTreeMaker : public Tool
     vector<double> fLAPPDHitP1PeakAmp;
     vector<double> fLAPPDHitP2PeakAmp;
 
-
-
     // waveform
     vector<int> LAPPDWaveformChankey;
     vector<double> waveformMaxValue;
@@ -470,6 +490,14 @@ class ANNIEEventTreeMaker : public Tool
     std::map<uint64_t, int> LAPPDTSCorrection;
     std::map<uint64_t, int> LAPPDBGCorrection;
     std::map<uint64_t, int> LAPPDOSInMinusPS;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSBefore;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSAfter;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSDiff;
+    std::map<uint64_t, int> LAPPDBG_PPSMissing;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSBefore;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSAfter;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSDiff;
+    std::map<uint64_t, int> LAPPDTS_PPSMissing;
 
     std::map<unsigned long, vector<vector<LAPPDPulse>>> lappdPulses;
     std::map<unsigned long, vector<LAPPDHit>> lappdHits;
@@ -504,7 +532,6 @@ class ANNIEEventTreeMaker : public Tool
     std::map<unsigned long, vector<double>> waveformMaxLast;
     std::map<unsigned long, vector<double>> waveformMaxNearing;
     std::map<unsigned long, vector<int>> waveformMaxTimeBin;
-
 };
 
 #endif
diff --git a/UserTools/EBLAPPD/EBLAPPD.cpp b/UserTools/EBLAPPD/EBLAPPD.cpp
index 6cf335d23..6875774fb 100644
--- a/UserTools/EBLAPPD/EBLAPPD.cpp
+++ b/UserTools/EBLAPPD/EBLAPPD.cpp
@@ -41,7 +41,16 @@ bool EBLAPPD::Execute()
   m_data->CStore.Get("Buffer_LAPPDTSCorrection", Buffer_LAPPDTSCorrection);
   m_data->CStore.Get("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
   m_data->CStore.Get("Buffer_LAPPDRunCode", Buffer_RunCode);
-  
+
+  m_data->CStore.Get("Buffer_LAPPDBG_PPSBefore", Buffer_LAPPDBG_PPSBefore);
+  m_data->CStore.Get("Buffer_LAPPDBG_PPSAfter", Buffer_LAPPDBG_PPSAfter);
+  m_data->CStore.Get("Buffer_LAPPDBG_PPSDiff", Buffer_LAPPDBG_PPSDiff);
+  m_data->CStore.Get("Buffer_LAPPDBG_PPSMissing", Buffer_LAPPDBG_PPSMissing);
+  m_data->CStore.Get("Buffer_LAPPDTS_PPSBefore", Buffer_LAPPDTS_PPSBefore);
+  m_data->CStore.Get("Buffer_LAPPDTS_PPSAfter", Buffer_LAPPDTS_PPSAfter);
+  m_data->CStore.Get("Buffer_LAPPDTS_PPSDiff", Buffer_LAPPDTS_PPSDiff);
+  m_data->CStore.Get("Buffer_LAPPDTS_PPSMissing", Buffer_LAPPDTS_PPSMissing);
+
   Log("EBLAPPD: Got pairing information from CStore, PairedLAPPDTimeStamps[14] size = " + std::to_string(PairedLAPPDTimeStamps[14].size()), v_message, verbosityEBLAPPD);
 
   CleanData();
@@ -80,7 +89,7 @@ bool EBLAPPD::Execute()
         Matching(14, 14);
       else
         Log("EBLAPPD: BeamTriggerGroupped is false, no beam trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
-    
+
       bool LaserTriggerGroupped = false;
       m_data->CStore.Get("LaserTriggerGroupped", LaserTriggerGroupped);
       if (LaserTriggerGroupped)
@@ -101,7 +110,7 @@ bool EBLAPPD::Execute()
         Matching(31, 46);
       else
         Log("EBLAPPD: LEDTriggerGroupped is false, no LED trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
-    
+
       bool NuMITriggerGroupped = false;
       m_data->CStore.Get("NuMITriggerGroupped", NuMITriggerGroupped);
       if (NuMITriggerGroupped)
@@ -132,6 +141,15 @@ bool EBLAPPD::Execute()
   m_data->CStore.Set("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
   m_data->CStore.Set("Buffer_LAPPDRunCode", Buffer_RunCode);
 
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSBefore", Buffer_LAPPDBG_PPSBefore);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSAfter", Buffer_LAPPDBG_PPSAfter);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSDiff", Buffer_LAPPDBG_PPSDiff);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSMissing", Buffer_LAPPDBG_PPSMissing);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSBefore", Buffer_LAPPDTS_PPSBefore);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSAfter", Buffer_LAPPDTS_PPSAfter);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSDiff", Buffer_LAPPDTS_PPSDiff);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSMissing", Buffer_LAPPDTS_PPSMissing);
+
   exeNum++;
 
   return true;
@@ -156,6 +174,15 @@ bool EBLAPPD::CleanData()
   LAPPDTSCorrection = 0;
   LAPPDOffset_minus_ps = 0;
 
+  LAPPDBG_PPSBefore = 0;
+  LAPPDBG_PPSAfter = 0;
+  LAPPDBG_PPSDiff = 0;
+  LAPPDBG_PPSMissing = 0;
+  LAPPDTS_PPSBefore = 0;
+  LAPPDTS_PPSAfter = 0;
+  LAPPDTS_PPSDiff = 0;
+  LAPPDTS_PPSMissing = 0;
+
   return true;
 }
 
@@ -182,10 +209,27 @@ bool EBLAPPD::LoadLAPPDData()
   LAPPDBeamgate_ns = LAPPDBeamgate_ns + LAPPDBGCorrection + LAPPDOffset;
   LAPPDTimestamp_ns = LAPPDTimestamp_ns + LAPPDTSCorrection + LAPPDOffset;
 
+  LAPPDBG_PPSBefore = 0;
+  LAPPDBG_PPSAfter = 0;
+  LAPPDBG_PPSDiff = 0;
+  LAPPDBG_PPSMissing = 0;
+  LAPPDTS_PPSBefore = 0;
+  LAPPDTS_PPSAfter = 0;
+  LAPPDTS_PPSDiff = 0;
+  LAPPDTS_PPSMissing = 0;
+  m_data->CStore.Get("BG_PPSBefore", LAPPDBG_PPSBefore);
+  m_data->CStore.Get("BG_PPSAfter", LAPPDBG_PPSAfter);
+  m_data->CStore.Get("BG_PPSDiff", LAPPDBG_PPSDiff);
+  m_data->CStore.Get("BG_PPSMissing", LAPPDBG_PPSMissing);
+  m_data->CStore.Get("TS_PPSBefore", LAPPDTS_PPSBefore);
+  m_data->CStore.Get("TS_PPSAfter", LAPPDTS_PPSAfter);
+  m_data->CStore.Get("TS_PPSDiff", LAPPDTS_PPSDiff);
+  m_data->CStore.Get("TS_PPSMissing", LAPPDTS_PPSMissing);
+
   if (verbosityEBLAPPD > 1)
   {
     cout << "Processing new LAPPD data from store" << endl;
-    cout << "Got info: LAPPDBeamgate_Raw: " << LAPPDBeamgate_Raw << ", LAPPDTimestamp_Raw: " << LAPPDTimestamp_Raw << ", LAPPDBGCorrection: " << LAPPDBGCorrection << ", LAPPDTSCorrection: " << LAPPDTSCorrection << ", LAPPDOffset: " << LAPPDOffset << ", LAPPDOffset_minus_ps: " << LAPPDOffset_minus_ps << endl;
+    cout << "Got info: LAPPDBeamgate_Raw: " << LAPPDBeamgate_Raw << ", LAPPDTimestamp_Raw: " << LAPPDTimestamp_Raw << ", LAPPDBGCorrection: " << LAPPDBGCorrection << ", LAPPDTSCorrection: " << LAPPDTSCorrection << ", LAPPDOffset: " << LAPPDOffset << ", LAPPDOffset_minus_ps: " << LAPPDOffset_minus_ps << ", LAPPDBG_PPSBefore: " << LAPPDBG_PPSBefore << ", LAPPDBG_PPSAfter: " << LAPPDBG_PPSAfter << ", LAPPDBG_PPSDiff: " << LAPPDBG_PPSDiff << ", LAPPDBG_PPSMissing: " << LAPPDBG_PPSMissing << ", LAPPDTS_PPSBefore: " << LAPPDTS_PPSBefore << ", LAPPDTS_PPSAfter: " << LAPPDTS_PPSAfter << ", LAPPDTS_PPSDiff: " << LAPPDTS_PPSDiff << ", LAPPDTS_PPSMissing: " << LAPPDTS_PPSMissing << endl;
     cout << "LAPPDBeamgate_ns:   " << LAPPDBeamgate_ns << endl;
     cout << "LAPPDTimestamp_ns: " << LAPPDTimestamp_ns << endl;
   }
@@ -206,8 +250,20 @@ bool EBLAPPD::LoadLAPPDData()
     Buffer_LAPPDOffset_minus_ps.push_back(LAPPDOffset_minus_ps);
     Buffer_RunCode.push_back(currentRunCode);
 
+    Buffer_LAPPDBG_PPSBefore.push_back(LAPPDBG_PPSBefore);
+    Buffer_LAPPDBG_PPSAfter.push_back(LAPPDBG_PPSAfter);
+    Buffer_LAPPDBG_PPSDiff.push_back(LAPPDBG_PPSDiff);
+    Buffer_LAPPDBG_PPSMissing.push_back(LAPPDBG_PPSMissing);
+    Buffer_LAPPDTS_PPSBefore.push_back(LAPPDTS_PPSBefore);
+    Buffer_LAPPDTS_PPSAfter.push_back(LAPPDTS_PPSAfter);
+    Buffer_LAPPDTS_PPSDiff.push_back(LAPPDTS_PPSDiff);
+    Buffer_LAPPDTS_PPSMissing.push_back(LAPPDTS_PPSMissing);
+
     MatchBuffer_LAPPDTimestamp_ns.push_back(LAPPDTimestamp_ns);
 
+    if (LAPPDTS_PPSMissing != LAPPDBG_PPSMissing)
+      Log("EBLAPPD: PPS missing in BG and TS are different, BG: " + std::to_string(LAPPDBG_PPSMissing) + ", TS: " + std::to_string(LAPPDTS_PPSMissing), v_warning, verbosityEBLAPPD);
+
     Log("EBLAPPD: Loaded LAPPD data to buffer, Buffer_LAPPDData size after this load is now " + std::to_string(Buffer_LAPPDData.size()), v_message, verbosityEBLAPPD);
   }
 
@@ -221,7 +277,7 @@ bool EBLAPPD::Matching(int targetTrigger, int matchToTrack)
 
   std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
   m_data->CStore.Get("GroupedTriggersInTotal", GroupedTriggersInTotal);
-  //print how many trigger groups in each track
+  // print how many trigger groups in each track
 
   vector<uint64_t> matchedLAPPDTimes;
   vector<int> indexToRemove;
@@ -251,11 +307,11 @@ bool EBLAPPD::Matching(int targetTrigger, int matchToTrack)
     for (std::pair<int, std::vector<std::map<uint64_t, uint32_t>>> pair : GroupedTriggersInTotal)
     {
       int TrackTriggerWord = pair.first;
-      if(matchedNumberInTrack.find(TrackTriggerWord) == matchedNumberInTrack.end())
+      if (matchedNumberInTrack.find(TrackTriggerWord) == matchedNumberInTrack.end())
         matchedNumberInTrack.emplace(TrackTriggerWord, 0);
       if (TrackTriggerWord != matchToTrack && !matchToAllTriggers)
       {
-        //Log("EBLAPPD: Skipping TrackTriggerWord " + std::to_string(TrackTriggerWord), v_debug, verbosityEBLAPPD);
+        // Log("EBLAPPD: Skipping TrackTriggerWord " + std::to_string(TrackTriggerWord), v_debug, verbosityEBLAPPD);
         continue;
       }
       vector<std::map<uint64_t, uint32_t>> GroupedTriggers = pair.second;
@@ -312,12 +368,11 @@ bool EBLAPPD::Matching(int targetTrigger, int matchToTrack)
   }
 
   Log("EBLAPPD: Finished removing paired LAPPD data from match buffer, MatchBuffer_LAPPDTimestamp_ns size is now " + std::to_string(MatchBuffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBLAPPD);
-  //print all elements in matchedNumberInTrack with key and value
-  for(std::pair<int, int> pair : matchedNumberInTrack)
+  // print all elements in matchedNumberInTrack with key and value
+  for (std::pair<int, int> pair : matchedNumberInTrack)
   {
     Log("EBLAPPD: Match finished, matched number in Track " + std::to_string(pair.first) + " is = " + std::to_string(pair.second), v_message, verbosityEBLAPPD);
   }
 
-
   return true;
 }
\ No newline at end of file
diff --git a/UserTools/EBLAPPD/EBLAPPD.h b/UserTools/EBLAPPD/EBLAPPD.h
index fa5326200..03fa49b97 100644
--- a/UserTools/EBLAPPD/EBLAPPD.h
+++ b/UserTools/EBLAPPD/EBLAPPD.h
@@ -43,6 +43,15 @@ class EBLAPPD : public Tool
     int LAPPDBGCorrection;
     int LAPPDTSCorrection;
     int LAPPDOffset_minus_ps;
+    uint64_t LAPPDBG_PPSBefore;
+    uint64_t LAPPDBG_PPSAfter;
+    uint64_t LAPPDBG_PPSDiff;
+    int LAPPDBG_PPSMissing;
+    uint64_t LAPPDTS_PPSBefore;
+    uint64_t LAPPDTS_PPSAfter;
+    uint64_t LAPPDTS_PPSDiff;
+    int LAPPDTS_PPSMissing;
+
 
     vector<uint64_t> MatchBuffer_LAPPDTimestamp_ns; // used to indexing data for unmatched
 
@@ -57,6 +66,14 @@ class EBLAPPD : public Tool
     vector<int> Buffer_LAPPDTSCorrection;
     vector<int> Buffer_LAPPDOffset_minus_ps;
     vector<int> Buffer_RunCode;
+    vector<uint64_t> Buffer_LAPPDBG_PPSBefore;
+    vector<uint64_t> Buffer_LAPPDBG_PPSAfter;
+    vector<uint64_t> Buffer_LAPPDBG_PPSDiff;
+    vector<int> Buffer_LAPPDBG_PPSMissing;
+    vector<uint64_t> Buffer_LAPPDTS_PPSBefore;
+    vector<uint64_t> Buffer_LAPPDTS_PPSAfter;
+    vector<uint64_t> Buffer_LAPPDTS_PPSDiff;
+    vector<int> Buffer_LAPPDTS_PPSMissing;
 
     std::map<int, vector<uint64_t>> PairedCTCTimeStamps;
     std::map<int, vector<int>> PairedLAPPD_TriggerIndex;
diff --git a/UserTools/EBPMT/EBPMT.cpp b/UserTools/EBPMT/EBPMT.cpp
index b0cd4dd53..ba6c9469e 100644
--- a/UserTools/EBPMT/EBPMT.cpp
+++ b/UserTools/EBPMT/EBPMT.cpp
@@ -26,6 +26,13 @@ bool EBPMT::Initialise(std::string configfile, DataModel &data)
   NumWavesInCompleteSet = 140;
 
   FinishedHits = new std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *>();
+  RWMRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>();
+  BRFRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>();
+
+  saveRWMWaveforms = true;
+  saveBRFWaveforms = true;
+  m_variables.Get("saveRWMWaveforms", saveRWMWaveforms);
+  m_variables.Get("saveBRFWaveforms", saveBRFWaveforms);
 
   return true;
 }
@@ -36,20 +43,28 @@ bool EBPMT::Execute()
   bool gotHits = m_data->CStore.Get("InProgressHits", InProgressHits);
   bool gotChkey = m_data->CStore.Get("InProgressChkey", InProgressChkey);
 
-  if (exeNum % 80 == 0 && exeNum!=0)
+  m_data->CStore.Get("RWMRawWaveforms", RWMRawWaveforms);
+  m_data->CStore.Get("BRFRawWaveforms", BRFRawWaveforms);
+  Log("EBPMT: Got RWMRawWaveforms size: " + std::to_string(RWMRawWaveforms->size()), v_message, verbosityEBPMT);
+  Log("EBPMT: Got BRFRawWaveforms size: " + std::to_string(BRFRawWaveforms->size()), v_message, verbosityEBPMT);
+
+  if (exeNum % 80 == 0 && exeNum != 0)
   {
-    //80 is arbitrary, because 6*80 = 480 around, close, and smaller than the pairing exe number, exePerMatch default 500
+    // 80 is arbitrary, because 6*80 = 480 around, close, and smaller than the pairing exe number, exePerMatch default 500
     Log("EBPMT: exeNum: " + std::to_string(exeNum) + " Before loading, apply a VMEOffset correction", v_message, verbosityEBPMT);
     Log("EBPMT: before apply the VME offset correction, the size of FinishedHits is " + std::to_string(FinishedHits->size()), v_message, verbosityEBPMT);
     m_data->CStore.Get("InProgressHitsAux", InProgressHitsAux);
     m_data->CStore.Get("InProgressRecoADCHits", InProgressRecoADCHits);
     m_data->CStore.Get("InProgressRecoADCHitsAux", InProgressRecoADCHitsAux);
+
     CorrectVMEOffset();
     m_data->CStore.Set("InProgressHits", InProgressHits);
     m_data->CStore.Set("InProgressChkey", InProgressChkey);
     m_data->CStore.Set("InProgressHitsAux", InProgressHitsAux);
     m_data->CStore.Set("InProgressRecoADCHits", InProgressRecoADCHits);
     m_data->CStore.Set("InProgressRecoADCHitsAux", InProgressRecoADCHitsAux);
+    m_data->CStore.Set("RWMRawWaveforms", RWMRawWaveforms);
+    m_data->CStore.Set("BRFRawWaveforms", BRFRawWaveforms);
   }
 
   m_data->CStore.Get("PairedPMTTriggerTimestamp", PairedCTCTimeStamps);
@@ -67,6 +82,8 @@ bool EBPMT::Execute()
   Log("EBPMT: got inprogress hits and chkey with size " + std::to_string(InProgressHits->size()) + " and " + std::to_string(InProgressChkey->size()), v_message, verbosityEBPMT);
 
   vector<uint64_t> PMTEmplacedHitTimes;
+  vector<uint64_t> RWMEmplacedTimes;
+  vector<uint64_t> BRFEmplacedTimes;
 
   for (std::pair<uint64_t, std::map<unsigned long, std::vector<Hit>> *> p : *InProgressHits)
   {
@@ -175,7 +192,6 @@ bool EBPMT::Execute()
     Log("EBPMT: after apply the VME offset correction and loading, the size of FinishedHits is " + std::to_string(FinishedHits->size()), v_message, verbosityEBPMT);
   }
 
-
   exeNum++;
 
   if (exeNum % 50 == 0)
@@ -317,6 +333,24 @@ bool EBPMT::Matching(int targetTrigger, int matchToTrack)
   for (uint64_t PMTCounterTimeNs : matchedHitTimes)
   {
     FinishedHits->erase(PMTCounterTimeNs);
+
+    if (saveRWMWaveforms)
+    {
+      // check does RWMRawWaveforms have key PMTCounterTimeNs, if not, print a log waring and skip
+      if (RWMRawWaveforms->find(PMTCounterTimeNs) == RWMRawWaveforms->end())
+      {
+        Log("EBPMT: After matching, RWMRawWaveforms does not have key PMTCounterTimeNs: " + std::to_string(PMTCounterTimeNs), v_warning, verbosityEBPMT);
+      }
+    }
+
+    if (saveBRFWaveforms)
+    {
+      // check does BRFRawWaveforms have key PMTCounterTimeNs, if not, print a log waring and skip
+      if (BRFRawWaveforms->find(PMTCounterTimeNs) == BRFRawWaveforms->end())
+      {
+        Log("EBPMT: After matching, BRFRawWaveforms does not have key PMTCounterTimeNs: " + std::to_string(PMTCounterTimeNs), v_warning, verbosityEBPMT);
+      }
+    }
   }
   Log("EBPMT: after erase, left number of unfinished hitmaps in FinishedHits: " + std::to_string(FinishedHits->size()), v_message, verbosityEBPMT);
 
@@ -329,14 +363,14 @@ void EBPMT::CorrectVMEOffset()
   vector<uint64_t> timestamps;                      // all current timestamps
   std::map<uint64_t, uint64_t> timestamps_to_shift; // timestamps need to be shifted
 
-  //if InProgressHits size is 0, return
+  // if InProgressHits size is 0, return
   if (InProgressHits->size() == 0)
   {
     Log("EBPMT: InProgressHits size is 0, return", v_message, verbosityEBPMT);
     return;
   }
 
-  //insert the key of std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHits; to timestamps
+  // insert the key of std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHits; to timestamps
   for (std::pair<uint64_t, std::map<unsigned long, std::vector<Hit>> *> p : *InProgressHits)
   {
     timestamps.push_back(p.first);
@@ -377,6 +411,7 @@ void EBPMT::CorrectVMEOffset()
   Log("EBPMT: Found " + std::to_string(timestamps_to_shift.size()) + " timestamps to shift", v_message, verbosityEBPMT);
   // go through timestamps_to_shift, for each pair, shift the hit map in the first smaller timestamp to the second larger timestamp
   // apply on InProgressHits, InProgressHitsAux, InProgressChkey, InProgressRecoADCHits, InProgressRecoADCHitsAux
+  // also need to apply on RWMRawWaveforms and BRFRawWaveforms
   if (InProgressHitsAux != NULL && InProgressRecoADCHitsAux != NULL)
   { // InProgressHitsAux,InProgressRecoADCHitsAux may not exist yet
     for (std::map<uint64_t, uint64_t>::iterator it = timestamps_to_shift.begin(); it != timestamps_to_shift.end(); it++)
@@ -418,7 +453,26 @@ void EBPMT::CorrectVMEOffset()
       (*InProgressRecoADCHitsAux)[LargerMapTS] = SecondRecoADCHitsAux;
       InProgressRecoADCHitsAux->erase(SmallerMapTS);
 
-      correctionApplied++;
+      if (saveRWMWaveforms)
+      {
+        // if found SmallerMapTS in RWMRawWaveforms, then change it to LargerMapTS
+        if (RWMRawWaveforms->find(SmallerMapTS) != RWMRawWaveforms->end())
+        {
+          (*RWMRawWaveforms)[LargerMapTS] = (*RWMRawWaveforms)[SmallerMapTS];
+          RWMRawWaveforms->erase(SmallerMapTS);
+        }
+      }
+      if (saveBRFWaveforms)
+      {
+        // if found SmallerMapTS in BRFRawWaveforms, then change it to LargerMapTS
+        if (BRFRawWaveforms->find(SmallerMapTS) != BRFRawWaveforms->end())
+        {
+          (*BRFRawWaveforms)[LargerMapTS] = (*BRFRawWaveforms)[SmallerMapTS];
+          BRFRawWaveforms->erase(SmallerMapTS);
+        }
+
+        correctionApplied++;
+      }
     }
   }
   Log("EBPMT: Corrected VME Offset for " + std::to_string(correctionApplied) + " timestamps", v_message, verbosityEBPMT);
diff --git a/UserTools/EBPMT/EBPMT.h b/UserTools/EBPMT/EBPMT.h
index 0a6242f7a..90d04f8c4 100644
--- a/UserTools/EBPMT/EBPMT.h
+++ b/UserTools/EBPMT/EBPMT.h
@@ -34,25 +34,27 @@ class EBPMT : public Tool
     uint64_t matchTolerance_ns;
 
     int currentRunCode;
- 
-    std::map<uint64_t, std::map<unsigned long,std::vector<Hit>>*> *FinishedHits;        //Key: {MTCTime}, value: map of  Hit distributions
 
-    std::map<uint64_t,int> AlmostCompleteWaveforms;
+    std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *FinishedHits; // Key: {MTCTime}, value: map of  Hit distributions
+    std::map<uint64_t, vector<uint16_t>> *FinishedRWMWaveforms;                       // Key: {MTCTime}, value: RWM waveform
+    std::map<uint64_t, vector<uint16_t>> *FinishedBRFWaveforms;                       // Key: {MTCTime}, value: BRF waveform
+
+    std::map<uint64_t, int> AlmostCompleteWaveforms;
 
     std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHits; // Key: {MTCTime}, value: map of  Hit distributions
     std::map<uint64_t, std::vector<unsigned long>> *InProgressChkey;                 // Key: {MTCTime}, value: vector of in progress chankeys
 
-    //only used for VME offset correction
+    // only used for VME offset correction
     std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHitsAux;                        // Key: {MTCTime}, value: map of  Hit distributions
     std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>> *InProgressRecoADCHits;    // Key: {MTCTime}, value: map of found pulses
     std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>> *InProgressRecoADCHitsAux; // Key: {MTCTime}, value: map of found pulses
+    std::map<uint64_t, std::vector<uint16_t>> *RWMRawWaveforms;                                                // Key: MTCTime, Value: RWM waveform
+    std::map<uint64_t, std::vector<uint16_t>> *BRFRawWaveforms;                                                // Key: MTCTime, Value: BRF waveform
 
-
-    std::map<int,vector<uint64_t>> PairedCTCTimeStamps;
-    std::map<int,vector<int>> PairedPMT_TriggerIndex;
-    std::map<int,vector<uint64_t>> PairedPMTTimeStamps;
-   std::map<uint64_t, int> PMTHitmapRunCode; // Key: {MTCTime}, value: RunCode
-
+    std::map<int, vector<uint64_t>> PairedCTCTimeStamps;
+    std::map<int, vector<int>> PairedPMT_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedPMTTimeStamps;
+    std::map<uint64_t, int> PMTHitmapRunCode; // Key: {MTCTime}, value: RunCode
 
     int v_message = 1;
     int v_warning = 2;
@@ -68,6 +70,9 @@ class EBPMT : public Tool
     int thisRunNum;
     int exePerMatch = 500;
     bool matchToAllTriggers;
+
+    bool saveRWMWaveforms;
+    bool saveBRFWaveforms;
 };
 
 #endif
diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index 705570555..11f2ce8ec 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -35,6 +35,11 @@ bool EBSaver::Initialise(std::string configfile, DataModel &data)
   saveBeamInfo = true;
   m_variables.Get("saveBeamInfo", saveBeamInfo);
 
+  saveRawBRFWaveform = true;
+  m_variables.Get("saveRawBRFWaveform", saveRawBRFWaveform);
+  saveRawRWMWaveform = true;
+  m_variables.Get("saveRawRWMWaveform", saveRawRWMWaveform);
+
   ANNIEEvent = new BoostStore(false, 2);
 
   exeNumber = 0;
@@ -66,6 +71,9 @@ bool EBSaver::Initialise(std::string configfile, DataModel &data)
   InProgressHitsAux = new std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *>;
   FinishedRawAcqSize = new std::map<uint64_t, std::map<unsigned long, std::vector<int>>>;
 
+  RWMRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>;
+  BRFRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>;
+
   if (saveBeamInfo)
   {
     Log("EBSaver: saveBeamInfo is true, loading Beam Info", v_message, verbosityEBSaver);
@@ -753,6 +761,41 @@ bool EBSaver::SavePMTData(uint64_t PMTTime)
   ANNIEEvent->Set("RecoAuxADCData", PMTRecoADCHitsAux);
   ANNIEEvent->Set("RawAcqSize", PMTRawAcqSize);
 
+  if(saveRawRWMWaveform)
+  {
+    //find PMTTime as key in RWMRawWaveforms, if found, save it, if not, save an empty vector
+    if (RWMRawWaveforms->find(PMTTime) != RWMRawWaveforms->end() && RWMRawWaveforms->at(PMTTime).size() > 0)
+    {
+      std::vector<uint16_t> RWMRawWaveform = RWMRawWaveforms->at(PMTTime);
+      ANNIEEvent->Set("RWMRawWaveform", RWMRawWaveform);
+      Log("EBSaver: Saved RWM data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+      RWMRawWaveforms->erase(PMTTime);
+    }
+    else
+    {
+      std::vector<uint16_t> RWMRawWaveform;
+      ANNIEEvent->Set("RWMRawWaveform", RWMRawWaveform);
+      Log("EBSaver: Saved empty RWM data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+    }
+  }
+  if(saveRawBRFWaveform)
+  {
+    //find PMTTime as key in BRFRawWaveforms, if found, save it, if not, save an empty vector
+    if (BRFRawWaveforms->find(PMTTime) != BRFRawWaveforms->end() && BRFRawWaveforms->at(PMTTime).size() > 0)
+    {
+      std::vector<uint16_t> BRFRawWaveform = BRFRawWaveforms->at(PMTTime);
+      ANNIEEvent->Set("BRFRawWaveform", BRFRawWaveform);
+      Log("EBSaver: Saved BRF data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+      BRFRawWaveforms->erase(PMTTime);
+    }
+    else
+    {
+      std::vector<uint16_t> BRFRawWaveform;
+      ANNIEEvent->Set("BRFRawWaveform", BRFRawWaveform);
+      Log("EBSaver: Saved empty BRF data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+    }
+  }
+
   savedPMTHitMapNumber++;
 
   // erase the built data from original data buffer
@@ -859,6 +902,14 @@ bool EBSaver::SaveLAPPDData(uint64_t LAPPDTime)
     std::map<uint64_t, int> LAPPDTSCorrection;
     std::map<uint64_t, int> LAPPDBGCorrection;
     std::map<uint64_t, int> LAPPDOSInMinusPS;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSBefore;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSAfter;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSDiff;
+    std::map<uint64_t, int> LAPPDBG_PPSMissing;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSBefore;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSAfter;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSDiff;
+    std::map<uint64_t, int> LAPPDTS_PPSMissing;
 
     bool gotMap = ANNIEEvent->Get("LAPPDDataMap", LAPPDDataMap);
     bool gotBeamgates_ns = ANNIEEvent->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
@@ -869,6 +920,14 @@ bool EBSaver::SaveLAPPDData(uint64_t LAPPDTime)
     bool gotTSCorrection = ANNIEEvent->Get("LAPPDTSCorrection", LAPPDTSCorrection);
     bool gotDBGCorrection = ANNIEEvent->Get("LAPPDBGCorrection", LAPPDBGCorrection);
     bool gotOSInMinusPS = ANNIEEvent->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+    bool gotBG_PPSBefore = ANNIEEvent->Get("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+    bool gotBG_PPSAfter = ANNIEEvent->Get("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+    bool gotBG_PPSDiff = ANNIEEvent->Get("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+    bool gotBG_PPSMissing = ANNIEEvent->Get("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+    bool gotTS_PPSBefore = ANNIEEvent->Get("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+    bool gotTS_PPSAfter = ANNIEEvent->Get("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+    bool gotTS_PPSDiff = ANNIEEvent->Get("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+    bool gotTS_PPSMissing = ANNIEEvent->Get("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
 
     LAPPDDataMap.emplace(LAPPDTime, Buffer_LAPPDData.at(index));
     LAPPDBeamgate_ns.emplace(LAPPDTime, Buffer_LAPPDBeamgate_ns.at(index));
@@ -879,6 +938,19 @@ bool EBSaver::SaveLAPPDData(uint64_t LAPPDTime)
     LAPPDTSCorrection.emplace(LAPPDTime, Buffer_LAPPDTSCorrection.at(index));
     LAPPDBGCorrection.emplace(LAPPDTime, Buffer_LAPPDBGCorrection.at(index));
     LAPPDOSInMinusPS.emplace(LAPPDTime, Buffer_LAPPDOffset_minus_ps.at(index));
+    LAPPDBG_PPSBefore.emplace(LAPPDTime, Buffer_LAPPDBG_PPSBefore.at(index));
+    LAPPDBG_PPSAfter.emplace(LAPPDTime, Buffer_LAPPDBG_PPSAfter.at(index));
+    LAPPDBG_PPSDiff.emplace(LAPPDTime, Buffer_LAPPDBG_PPSDiff.at(index));
+    LAPPDBG_PPSMissing.emplace(LAPPDTime, Buffer_LAPPDBG_PPSMissing.at(index));
+    LAPPDTS_PPSBefore.emplace(LAPPDTime, Buffer_LAPPDTS_PPSBefore.at(index));
+    LAPPDTS_PPSAfter.emplace(LAPPDTime, Buffer_LAPPDTS_PPSAfter.at(index));
+    LAPPDTS_PPSDiff.emplace(LAPPDTime, Buffer_LAPPDTS_PPSDiff.at(index));
+    LAPPDTS_PPSMissing.emplace(LAPPDTime, Buffer_LAPPDTS_PPSMissing.at(index));
+
+    if(Buffer_LAPPDTS_PPSMissing.at(index)!= Buffer_LAPPDBG_PPSMissing.at(index))
+    {
+      Log("EBSaver: LAPPDTS_PPSMissing is different from LAPPDBG_PPSMissing, LAPPDTS_PPSMissing " + std::to_string(Buffer_LAPPDTS_PPSMissing.at(index)) + " LAPPDBG_PPSMissing " + std::to_string(Buffer_LAPPDBG_PPSMissing.at(index)), v_message, verbosityEBSaver);
+    }
 
     ANNIEEvent->Set("LAPPDDataMap", LAPPDDataMap);
     ANNIEEvent->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
@@ -889,6 +961,14 @@ bool EBSaver::SaveLAPPDData(uint64_t LAPPDTime)
     ANNIEEvent->Set("LAPPDTSCorrection", LAPPDTSCorrection);
     ANNIEEvent->Set("LAPPDBGCorrection", LAPPDBGCorrection);
     ANNIEEvent->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+    ANNIEEvent->Set("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+    ANNIEEvent->Set("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+    ANNIEEvent->Set("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+    ANNIEEvent->Set("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+    ANNIEEvent->Set("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+    ANNIEEvent->Set("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+    ANNIEEvent->Set("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+    ANNIEEvent->Set("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
 
     savedLAPPDNumber++;
 
@@ -902,6 +982,14 @@ bool EBSaver::SaveLAPPDData(uint64_t LAPPDTime)
     Buffer_LAPPDTSCorrection.erase(Buffer_LAPPDTSCorrection.begin() + index);
     Buffer_LAPPDBGCorrection.erase(Buffer_LAPPDBGCorrection.begin() + index);
     Buffer_LAPPDOffset_minus_ps.erase(Buffer_LAPPDOffset_minus_ps.begin() + index);
+    Buffer_LAPPDBG_PPSBefore.erase(Buffer_LAPPDBG_PPSBefore.begin() + index);
+    Buffer_LAPPDBG_PPSAfter.erase(Buffer_LAPPDBG_PPSAfter.begin() + index);
+    Buffer_LAPPDBG_PPSDiff.erase(Buffer_LAPPDBG_PPSDiff.begin() + index);
+    Buffer_LAPPDBG_PPSMissing.erase(Buffer_LAPPDBG_PPSMissing.begin() + index);
+    Buffer_LAPPDTS_PPSBefore.erase(Buffer_LAPPDTS_PPSBefore.begin() + index);
+    Buffer_LAPPDTS_PPSAfter.erase(Buffer_LAPPDTS_PPSAfter.begin() + index);
+    Buffer_LAPPDTS_PPSDiff.erase(Buffer_LAPPDTS_PPSDiff.begin() + index);
+    Buffer_LAPPDTS_PPSMissing.erase(Buffer_LAPPDTS_PPSMissing.begin() + index);
 
     Log("EBSaver: Saved LAPPD data with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
     return true;
@@ -957,6 +1045,8 @@ bool EBSaver::GotAllDataFromOriginalBuffer()
   bool gotIPHitsAux = m_data->CStore.Get("InProgressHitsAux", InProgressHitsAux);
   bool gotIPRADCH = m_data->CStore.Get("InProgressRecoADCHitsAux", InProgressRecoADCHitsAux);
   bool gotFRAS = m_data->CStore.Get("FinishedRawAcqSize", FinishedRawAcqSize); // Filled in PhaseIIADCCalibrator
+  bool gotRWM = m_data->CStore.Get("RWMRawWaveforms", RWMRawWaveforms);
+  bool gotBRF = m_data->CStore.Get("BRFRawWaveforms", BRFRawWaveforms);
 
   if (!gotPMTHits || !gotPMTChkey || !gotIPRecoADCHits || !gotIPHitsAux || !gotIPRADCH || !gotFRAS)
   {
@@ -1021,6 +1111,17 @@ bool EBSaver::GotAllDataFromOriginalBuffer()
   bool gotBuffer_LAPPDOffset_minus_ps = m_data->CStore.Get("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
   if (!gotBuffer_LAPPDTimestamp_ns || !gotBuffer_LAPPDData || !gotBuffer_LAPPDBeamgate_ns || !gotBuffer_LAPPDOffset || !gotBuffer_LAPPDBeamgate_Raw || !gotBuffer_LAPPDTimestamp_Raw || !gotBuffer_LAPPDBGCorrection || !gotBuffer_LAPPDTSCorrection || !gotBuffer_LAPPDOffset_minus_ps)
     Log("EBSaver: Failed to get some LAPPD data from buffer", v_message, verbosityEBSaver);
+  bool gotBuffer_LAPPDBG_PPSBefore = m_data->CStore.Get("Buffer_LAPPDBG_PPSBefore", Buffer_LAPPDBG_PPSBefore);
+  bool gotBuffer_LAPPDBG_PPSAfter = m_data->CStore.Get("Buffer_LAPPDBG_PPSAfter", Buffer_LAPPDBG_PPSAfter);
+  bool gotBuffer_LAPPDBG_PPSDiff = m_data->CStore.Get("Buffer_LAPPDBG_PPSDiff", Buffer_LAPPDBG_PPSDiff);
+  bool gotBuffer_LAPPDBG_PPSMissing = m_data->CStore.Get("Buffer_LAPPDBG_PPSMissing", Buffer_LAPPDBG_PPSMissing);
+  bool gotBuffer_LAPPDTS_PPSBefore = m_data->CStore.Get("Buffer_LAPPDTS_PPSBefore", Buffer_LAPPDTS_PPSBefore);
+  bool gotBuffer_LAPPDTS_PPSAfter = m_data->CStore.Get("Buffer_LAPPDTS_PPSAfter", Buffer_LAPPDTS_PPSAfter);
+  bool gotBuffer_LAPPDTS_PPSDiff = m_data->CStore.Get("Buffer_LAPPDTS_PPSDiff", Buffer_LAPPDTS_PPSDiff);
+  bool gotBuffer_LAPPDTS_PPSMissing = m_data->CStore.Get("Buffer_LAPPDTS_PPSMissing", Buffer_LAPPDTS_PPSMissing);
+  if(!gotBuffer_LAPPDBG_PPSBefore || !gotBuffer_LAPPDBG_PPSAfter || !gotBuffer_LAPPDBG_PPSDiff || !gotBuffer_LAPPDBG_PPSMissing || !gotBuffer_LAPPDTS_PPSBefore || !gotBuffer_LAPPDTS_PPSAfter || !gotBuffer_LAPPDTS_PPSDiff || !gotBuffer_LAPPDTS_PPSMissing)
+    Log("EBSaver: Failed to get LAPPD PPS data from buffer", v_message, verbosityEBSaver);
+  
   // got LAPPD match info
   bool gotPairedLAPPDTriggerTimestamp = m_data->CStore.Get("PairedLAPPDTriggerTimestamp", PairedLAPPDTriggerTimestamp);
   bool gotPairedLAPPDTimeStamps = m_data->CStore.Get("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
@@ -1094,6 +1195,8 @@ void EBSaver::SetDataObjects()
   m_data->CStore.Set("InProgressHitsAux", InProgressHitsAux);
   m_data->CStore.Set("InProgressRecoADCHitsAux", InProgressRecoADCHitsAux);
   m_data->CStore.Set("FinishedRawAcqSize", FinishedRawAcqSize);
+  m_data->CStore.Set("RWMRawWaveforms", RWMRawWaveforms);
+  m_data->CStore.Set("BRFRawWaveforms", BRFRawWaveforms);
   // set PMT match info
   m_data->CStore.Set("PairedPMTTriggerTimestamp", PairedPMTTriggerTimestamp);
   m_data->CStore.Set("PairedPMTTimeStamps", PairedPMTTimeStamps);
@@ -1119,6 +1222,14 @@ void EBSaver::SetDataObjects()
   m_data->CStore.Set("Buffer_LAPPDBGCorrection", Buffer_LAPPDBGCorrection);
   m_data->CStore.Set("Buffer_LAPPDTSCorrection", Buffer_LAPPDTSCorrection);
   m_data->CStore.Set("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSBefore", Buffer_LAPPDBG_PPSBefore);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSAfter", Buffer_LAPPDBG_PPSAfter);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSDiff", Buffer_LAPPDBG_PPSDiff);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSMissing", Buffer_LAPPDBG_PPSMissing);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSBefore", Buffer_LAPPDTS_PPSBefore);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSAfter", Buffer_LAPPDTS_PPSAfter);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSDiff", Buffer_LAPPDTS_PPSDiff);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSMissing", Buffer_LAPPDTS_PPSMissing);
   // set LAPPD match info
   m_data->CStore.Set("PairedLAPPDTriggerTimestamp", PairedLAPPDTriggerTimestamp);
   m_data->CStore.Set("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
@@ -1165,6 +1276,14 @@ void EBSaver::BuildEmptyLAPPDData()
   std::map<uint64_t, int> LAPPDTSCorrection;
   std::map<uint64_t, int> LAPPDBGCorrection;
   std::map<uint64_t, int> LAPPDOSInMinusPS;
+  std::map<uint64_t, uint64_t> LAPPDBG_PPSBefore;
+  std::map<uint64_t, uint64_t> LAPPDBG_PPSAfter;
+  std::map<uint64_t, uint64_t> LAPPDBG_PPSDiff;
+  std::map<uint64_t, int> LAPPDBG_PPSMissing;
+  std::map<uint64_t, uint64_t> LAPPDTS_PPSBefore;
+  std::map<uint64_t, uint64_t> LAPPDTS_PPSAfter;
+  std::map<uint64_t, uint64_t> LAPPDTS_PPSDiff;
+  std::map<uint64_t, int> LAPPDTS_PPSMissing;
 
   ANNIEEvent->Set("LAPPDDataMap", LAPPDDataMap);
   ANNIEEvent->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
@@ -1175,6 +1294,14 @@ void EBSaver::BuildEmptyLAPPDData()
   ANNIEEvent->Set("LAPPDTSCorrection", LAPPDTSCorrection);
   ANNIEEvent->Set("LAPPDBGCorrection", LAPPDBGCorrection);
   ANNIEEvent->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+  ANNIEEvent->Set("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+  ANNIEEvent->Set("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+  ANNIEEvent->Set("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+  ANNIEEvent->Set("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+  ANNIEEvent->Set("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+  ANNIEEvent->Set("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+  ANNIEEvent->Set("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+  ANNIEEvent->Set("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
 }
 
 void EBSaver::LoadBeamInfo()
diff --git a/UserTools/EBSaver/EBSaver.h b/UserTools/EBSaver/EBSaver.h
index a9ad3dcee..06cc5cb9e 100644
--- a/UserTools/EBSaver/EBSaver.h
+++ b/UserTools/EBSaver/EBSaver.h
@@ -75,6 +75,9 @@ class EBSaver : public Tool
     bool saveOrphan;
     bool saveBeamInfo;
 
+    bool saveRawRWMWaveform;
+    bool saveRawBRFWaveform;
+
     string savePath;
     string saveName;
 
@@ -93,8 +96,8 @@ class EBSaver : public Tool
     int savedPMTHitMapNumber;
     int savedMRDNumber;
     int savedLAPPDNumber;
-    
-    std::map<uint64_t, int> TriggerTimeWithoutMRD; //trigger time, 8 or 36
+
+    std::map<uint64_t, int> TriggerTimeWithoutMRD; // trigger time, 8 or 36
 
     int thisRunNum;
     int thisSubrunNum;
@@ -117,7 +120,6 @@ class EBSaver : public Tool
     std::map<int, vector<uint64_t>> MRDPairInfoToRemoveTime;
     std::map<int, vector<uint64_t>> LAPPDPairInfoToRemoveTime;
 
-
     std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
     std::map<int, std::vector<int>> RunCodeInTotal;
 
@@ -136,6 +138,9 @@ class EBSaver : public Tool
     std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHitsAux;                        // Key: {MTCTime}, value: map of  Hit distributions
     std::map<uint64_t, std::map<unsigned long, std::vector<int>>> *FinishedRawAcqSize;                         // Key: {MTCTime}, value: map of acquisition time window sizes
 
+    std::map<uint64_t, std::vector<uint16_t>> *RWMRawWaveforms; // Key: MTCTime, Value: RWM waveform
+    std::map<uint64_t, std::vector<uint16_t>> *BRFRawWaveforms; // Key: MTCTime, Value: BRF waveform
+
     std::map<int, vector<uint64_t>> PairedPMTTriggerTimestamp;
     std::map<int, vector<int>> PairedPMT_TriggerIndex;
     std::map<int, vector<uint64_t>> PairedPMTTimeStamps;
@@ -164,6 +169,14 @@ class EBSaver : public Tool
     vector<int> Buffer_LAPPDBGCorrection;
     vector<int> Buffer_LAPPDTSCorrection;
     vector<int> Buffer_LAPPDOffset_minus_ps;
+    vector<uint64_t> Buffer_LAPPDBG_PPSBefore;
+    vector<uint64_t> Buffer_LAPPDBG_PPSAfter;
+    vector<uint64_t> Buffer_LAPPDBG_PPSDiff;
+    vector<int> Buffer_LAPPDBG_PPSMissing;
+    vector<uint64_t> Buffer_LAPPDTS_PPSBefore;
+    vector<uint64_t> Buffer_LAPPDTS_PPSAfter;
+    vector<uint64_t> Buffer_LAPPDTS_PPSDiff;
+    vector<int> Buffer_LAPPDTS_PPSMissing;
 
     vector<int> Buffer_LAPPDRunCode;
 
@@ -171,7 +184,6 @@ class EBSaver : public Tool
     std::map<int, vector<int>> PairedLAPPD_TriggerIndex;
     std::map<int, vector<uint64_t>> PairedLAPPDTimeStamps;
 
-
     // beam info related objects
     vector<uint64_t> BeamInfoTimestamps;
     std::map<uint64_t, double> E_TOR860_map;
@@ -185,7 +197,6 @@ class EBSaver : public Tool
     std::map<uint64_t, double> HPTG2_map;
     std::map<uint64_t, double> VPTG2_map;
     std::map<uint64_t, double> BTH2T2_map;
-
 };
 
 #endif
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index 6a34eb012..cd4bd1685 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -183,5 +183,6 @@ if (tool=="EBSaver") ret=new EBSaver;
 if (tool=="ANNIEEventTreeMaker") ret=new ANNIEEventTreeMaker;
 if (tool=="ProcessedLAPPDFilter") ret=new ProcessedLAPPDFilter;
 if (tool=="BeamQuality") ret=new BeamQuality;
+if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
 return ret;
 }
diff --git a/UserTools/FitRWMWaveform/FitRWMWaveform.cpp b/UserTools/FitRWMWaveform/FitRWMWaveform.cpp
new file mode 100644
index 000000000..22220ac21
--- /dev/null
+++ b/UserTools/FitRWMWaveform/FitRWMWaveform.cpp
@@ -0,0 +1,406 @@
+#include "FitRWMWaveform.h"
+
+FitRWMWaveform::FitRWMWaveform() : Tool() {}
+
+bool FitRWMWaveform::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("verbosityFitRWMWaveform", verbosityFitRWMWaveform);
+  m_variables.Get("printToRootFile", printToRootFile);
+
+  maxPrintNumber = 100;
+  m_variables.Get("maxPrintNumber", maxPrintNumber);
+
+  output_filename = "RWMBRFWaveforms.root";
+  m_variables.Get("output_filename", output_filename);
+
+  return true;
+}
+
+bool FitRWMWaveform::Execute()
+{
+
+  Log("FitRWMWaveform: Execute()", v_debug, verbosityFitRWMWaveform);
+  m_data->Stores["ANNIEEvent"]->Get("RWMRawWaveform", RWMRawWaveform);
+  m_data->Stores["ANNIEEvent"]->Get("BRFRawWaveform", BRFRawWaveform);
+
+  uint64_t WaveformTime = 0;
+  m_data->Stores["ANNIEEvent"]->Get("EventTimeTank", WaveformTime);
+
+  if (printToRootFile && ToBePrintedRWMWaveforms.size() < maxPrintNumber)
+  {
+
+    ToBePrintedRWMWaveforms.emplace(WaveformTime, RWMRawWaveform);
+    ToBePrintedBRFWaveforms.emplace(WaveformTime, BRFRawWaveform);
+    Log("FitRWMWaveform: Execute(): Added RWM and BRF waveforms to be printed to root file", v_debug, verbosityFitRWMWaveform);
+  }
+
+  RWMRisingStart = 0;
+  RWMRisingEnd = 0;
+  RWMHalfRising = 0;
+  RWMFHWM = 0;
+  RWMFirstPeak = 0;
+
+  BRFFirstPeak = 0;
+  BRFAveragePeak = 0;
+  BRFFirstPeakFit = 0;
+
+  // Fit the RWM waveform, find the rising start, rising end and half rising time
+  FitRWM();
+
+  FitBRF();
+
+  m_data->Stores["ANNIEEvent"]->Set("RWMRisingStart", RWMRisingStart);
+  m_data->Stores["ANNIEEvent"]->Set("RWMRisingEnd", RWMRisingEnd);
+  m_data->Stores["ANNIEEvent"]->Set("RWMHalfRising", RWMHalfRising);
+  m_data->Stores["ANNIEEvent"]->Set("RWMFHWM", RWMFHWM);
+  m_data->Stores["ANNIEEvent"]->Set("RWMFirstPeak", RWMFirstPeak);
+
+  m_data->Stores["ANNIEEvent"]->Set("BRFFirstPeak", BRFFirstPeak);
+  m_data->Stores["ANNIEEvent"]->Set("BRFAveragePeak", BRFAveragePeak);
+  m_data->Stores["ANNIEEvent"]->Set("BRFFirstPeakFit", BRFFirstPeakFit);
+
+  return true;
+}
+bool FitRWMWaveform::Finalise()
+{
+  if (printToRootFile)
+  {
+    TFile *fOutput_tfile = new TFile(output_filename.c_str(), "recreate");
+
+    // Loop ToBePrintedRWMWaveforms and ToBePrintedBRFWaveforms, fill each waveform to a histogram and save it to the root file
+    // Use the RWM+event number + key as the name of the histogram
+    int RWMCount = 0;
+    for (const auto &kv : ToBePrintedRWMWaveforms)
+    {
+      const auto &key = kv.first;
+      const auto &val = kv.second;
+      TH1D *hRWM = new TH1D(Form("RWM_%d_%lu", RWMCount, key), Form("RWM_%d_%lu", RWMCount, key), val.size(), 0, val.size());
+      for (int i = 0; i < val.size(); i++)
+      {
+        hRWM->SetBinContent(i + 1, val[i]); // Note the 1-based index
+      }
+      hRWM->Write();
+      RWMCount++;
+    }
+
+    int BRFCount = 0;
+    for (const auto &kv : ToBePrintedBRFWaveforms)
+    {
+      const auto &key = kv.first;
+      const auto &val = kv.second;
+      TH1D *hBRF = new TH1D(Form("BRF_%d_%lu", BRFCount, key), Form("BRF_%d_%lu", BRFCount, key), val.size(), 0, val.size());
+      for (int i = 0; i < val.size(); i++)
+      {
+        hBRF->SetBinContent(i + 1, val[i]); // Note the 1-based index
+      }
+      hBRF->Write();
+      BRFCount++;
+    }
+
+    fOutput_tfile->Close();
+  }
+
+  return true;
+}
+
+void FitRWMWaveform::FitRWM()
+{
+  Log("FitRWMWaveform: FitRWM()", v_debug, verbosityFitRWMWaveform);
+  if (RWMRawWaveform.size() == 0)
+  {
+    Log("FitRWMWaveform: FitRWM(): RWMRawWaveform is empty", v_message, verbosityFitRWMWaveform);
+    return;
+  }
+  int threshold = 50;
+  int bin_size = 2; // 2ns per bin
+  int max_bin_RWM = RWMRawWaveform.size();
+
+  // RWM
+  RWMRisingStart = 300;
+  for (int i = 300; i < max_bin_RWM; ++i)
+  {
+    if (RWMRawWaveform[i] > 400 && RWMRawWaveform[i] - RWMRawWaveform[i - 1] > threshold)
+    {
+      RWMRisingStart = i - 1;
+      break;
+    }
+  }
+
+  RWMRisingEnd = RWMRisingStart;
+  for (int i = RWMRisingStart; i < RWMRisingStart + 60 && i < max_bin_RWM; ++i)
+  {
+    if (RWMRawWaveform[i] > RWMRawWaveform[RWMRisingEnd])
+    {
+      RWMRisingEnd = i;
+    }
+  }
+  if (!(RWMRisingStart > 200 && RWMRisingStart < 600) || !(RWMRisingEnd > 200 && RWMRisingEnd < 600))
+  {
+    Log("FitRWMWaveform: FitRWM(): RWMRisingStart or RWMRisingEnd out of range, found at " + std::to_string(RWMRisingStart) + " and " + std::to_string(RWMRisingEnd), v_message, verbosityFitRWMWaveform);
+    return;
+  }
+
+  Log("FitRWMWaveform: FitRWM(): Found rising start and end at " + std::to_string(RWMRisingStart) + " and " + std::to_string(RWMRisingEnd) + " with rising start value " + std::to_string(RWMRawWaveform[RWMRisingStart]), v_debug, verbosityFitRWMWaveform);
+  double RWMBottom = std::accumulate(RWMRawWaveform.begin(), RWMRawWaveform.begin() + RWMRisingStart, 0.0) / RWMRisingStart;
+  double RWMTop = std::accumulate(RWMRawWaveform.begin() + RWMRisingEnd + 50, RWMRawWaveform.begin() + RWMRisingEnd + 400, 0.0) / 350;
+  double RWMHalf = (RWMBottom + RWMTop) / 2;
+
+  int best_bin_RWM = RWMRisingStart;
+  double best_diff_RWM = std::abs(RWMRawWaveform[RWMRisingStart] - RWMHalf);
+
+  for (int i = RWMRisingStart; i <= RWMRisingEnd; ++i)
+  {
+    double diff = std::abs(RWMRawWaveform[i] - RWMHalf);
+    if (diff < best_diff_RWM)
+    {
+      best_bin_RWM = i;
+      best_diff_RWM = diff;
+    }
+  }
+
+  int best_interval_RWM = 0;
+  double interval_size = 1.0 / 400;
+  double min_diff_RWM = std::numeric_limits<double>::max();
+  Log("FitRWMWaveform: FitRWM(): Found best bin at " + std::to_string(best_bin_RWM), v_debug, verbosityFitRWMWaveform);
+
+  for (int i = -200; i < 200; ++i)
+  {
+    // Log("FitRWMWaveform: FitRWM(): Interpolating value at " + std::to_string(i),v_debug, verbosityFitRWMWaveform);
+    double interpolated_value = RWMRawWaveform[best_bin_RWM] + (RWMRawWaveform[best_bin_RWM + (i < 0 ? -1 : 1)] - RWMRawWaveform[best_bin_RWM]) * (std::abs(i) * interval_size);
+    double diff = std::abs(interpolated_value - RWMHalf);
+    if (diff < min_diff_RWM)
+    {
+      min_diff_RWM = diff;
+      best_interval_RWM = i;
+    }
+  }
+
+  double RWMHalfTimeInPs = (best_bin_RWM + best_interval_RWM * interval_size) * 10 + RWMRisingStart * 2000;
+
+  RWMHalfRising = RWMHalfTimeInPs;
+  Log("FitRWMWaveform: FitRWM(): Found RWMHalfRising = " + std::to_string(RWMHalfRising), v_debug, verbosityFitRWMWaveform);
+  // finding the falling half
+  // Finding the falling end
+  int RWMFallingStart = RWMRisingEnd;
+  for (int i = RWMRisingEnd; i < max_bin_RWM; ++i)
+  {
+    if (RWMRawWaveform[i] < 1000)
+    {
+      RWMFallingStart = i;
+      break;
+    }
+  }
+  Log("FitRWMWaveform: FitRWM(): Found falling start", v_debug, verbosityFitRWMWaveform);
+  int bin_close = RWMFallingStart;
+  double best_diff_fall = std::abs(RWMRawWaveform[RWMFallingStart] - RWMHalf);
+
+  for (int i = RWMFallingStart - 20; i <= RWMFallingStart + 20 && i < max_bin_RWM; ++i)
+  {
+    double diff = std::abs(RWMRawWaveform[i] - RWMHalf);
+    if (diff < best_diff_fall)
+    {
+      bin_close = i;
+      best_diff_fall = diff;
+    }
+  }
+  if (!(bin_close < 950))
+  {
+    Log("FitRWMWaveform: FitRWM(): falling bin out of range, found at " + std::to_string(bin_close), v_message, verbosityFitRWMWaveform);
+    return;
+  }
+  Log("FitRWMWaveform: FitRWM(): Found falling close", v_debug, verbosityFitRWMWaveform);
+
+  best_interval_RWM = 0;
+  min_diff_RWM = std::numeric_limits<double>::max();
+
+  for (int i = -200; i < 200; ++i)
+  {
+    double interpolated_value = RWMRawWaveform[bin_close] + (RWMRawWaveform[bin_close + (i < 0 ? -1 : 1)] - RWMRawWaveform[bin_close]) * (std::abs(i) * interval_size);
+    double diff = std::abs(interpolated_value - RWMHalf);
+    if (diff < min_diff_RWM)
+    {
+      min_diff_RWM = diff;
+      best_interval_RWM = i;
+    }
+  }
+  Log("FitRWMWaveform: FitRWM(): Found falling end", v_debug, verbosityFitRWMWaveform);
+  double RWMHalfEnd = (bin_close * 2000) + (best_interval_RWM * 10);
+  RWMFHWM = RWMHalfEnd - RWMHalfRising;
+
+  int RWMFirstPeakBin = -1;
+  for (int i = 0; i < RWMRawWaveform.size(); ++i)
+  {
+    if (RWMRawWaveform[i] > 1600)
+    {
+      RWMFirstPeakBin = i;
+      break;
+    }
+  }
+
+  // change the unit from bin number to ns or ps
+  RWMRisingStart = RWMRisingStart * 2;
+  RWMRisingEnd = RWMRisingEnd * 2;
+  RWMFirstPeak = RWMFirstPeakBin * 2;
+}
+
+void FitRWMWaveform::FitBRF()
+{
+  // fit the first peak, and the average of peaks of std::vector<uint16_t> BRFRawWaveform.
+  // find the size of the vector, in the first 10 bin interval, find the bin with highest value, as the first peak
+  // for each 10 bin interval, find the highest value bin position in each interval, and minus the beginning of the interval, and average them.
+  double maximum = 0;
+  double first_peak = 0;
+  double average = 0;
+  int bin_size = 2; // 2ns per bin
+
+  if (BRFRawWaveform.size() == 0)
+  {
+    Log("FitRWMWaveform: FitBRF(): BRFRawWaveform is empty", v_message, verbosityFitRWMWaveform);
+    return;
+  }
+
+  int max_bin_BRF = BRFRawWaveform.size();
+
+  // Find the first peak in the first 10 bin interval
+  for (int i = 0; i < 10 && i < max_bin_BRF; ++i)
+  {
+    if (BRFRawWaveform[i] > maximum)
+    {
+      maximum = BRFRawWaveform[i];
+      first_peak = i;
+    }
+  }
+
+  // Find the highest value bin position in each 10 bin interval and calculate the average
+  int interval_count = 0;
+  for (int i = 0; i <= max_bin_BRF - 10; i += 10)
+  {
+    double max = 0;
+    int max_bin = 0;
+    for (int j = i; j < i + 10; ++j)
+    {
+      if (BRFRawWaveform[j] > max)
+      {
+        max = BRFRawWaveform[j];
+        max_bin = j;
+      }
+    }
+    average += (max_bin - i);
+    ++interval_count;
+  }
+
+  if (interval_count > 0)
+  {
+    average /= interval_count;
+  }
+
+  // Logging results
+  Log("FitRWMWaveform: FitBRF(): First peak at bin = " + std::to_string(first_peak), v_debug, verbosityFitRWMWaveform);
+  Log("FitRWMWaveform: FitBRF(): Average peak position = " + std::to_string(average), v_debug, verbosityFitRWMWaveform);
+
+  BRFFirstPeak = first_peak * bin_size;
+  BRFAveragePeak = average * bin_size;
+
+  BRFFirstPeakFit = 0;
+  // now, we use a simple Gaussian fit to find the first peak in the first 10 bins (before understanding the Booster RF properties)
+  // first, in the first 10 bins, find the maximum value and its position, if the maximum value is smaller than 3050, return
+  // then check the side bins. check from the max bin to zero, find the first bin with value less than 2920, or until the first bin, save this bin as fitting start bin
+  //  then check from the max bin to the 10th bin, find the first bin with value less than 3020. check if the next bin has value less than this bin, if yes, set next bin as the fitting end, if not, set this bin as fitting end.
+  //  in the fitting range, fit the waveform with a Gaussian function, and find the peak position.
+  //  save the peak position as BRFFirstPeakFit
+
+  if (maximum < 3050)
+    return;
+
+  int fit_start_bin = 0;
+  for (int i = first_peak; i >= 0; --i)
+  {
+    if (BRFRawWaveform[i] < 2920)
+    {
+      fit_start_bin = i;
+      break;
+    }
+  }
+
+  int fit_end_bin = first_peak;
+  for (int i = first_peak; i < 10 && i < max_bin_BRF; ++i)
+  {
+    if (BRFRawWaveform[i] < 3020)
+    {
+      if (BRFRawWaveform[i + 1] < BRFRawWaveform[i])
+      {
+        fit_end_bin = i + 1;
+      }
+      else
+      {
+        fit_end_bin = i;
+      }
+      break;
+    }
+  }
+
+  if (fit_end_bin <= fit_start_bin)
+    return;
+
+  std::vector<double> x_vals, y_vals;
+  for (int i = fit_start_bin; i <= fit_end_bin; ++i)
+  {
+    x_vals.push_back(i * bin_size);
+    y_vals.push_back(BRFRawWaveform[i]);
+  }
+
+  //TGraph graph(x_vals.size(), &x_vals[0], &y_vals[0]);
+  //TF1 gaus("gaus", "gaus", fit_start_bin * bin_size, fit_end_bin * bin_size);
+
+  //graph.Fit(&gaus, "Q");
+
+  //BRFFirstPeakFit = gaus.GetParameter(1); // Mean value of the Gaussian fit
+  //Log("FitRWMWaveform: FitBRF(): First peak fit at " + std::to_string(BRFFirstPeakFit), v_debug, verbosityFitRWMWaveform);
+
+
+
+
+  // Find the bin with the minimum value between the 5th and 15th bins
+  auto min_it = std::min_element(BRFRawWaveform.begin() + 4, BRFRawWaveform.begin() + 15);
+  int bin_minimum = std::distance(BRFRawWaveform.begin(), min_it);
+
+  // Find the bin with the maximum value between bin_minimum + 2 and bin_minimum + 4
+  auto max_it = std::max_element(BRFRawWaveform.begin() + bin_minimum + 2, BRFRawWaveform.begin() + bin_minimum + 5);
+  int bin_maximum = std::distance(BRFRawWaveform.begin(), max_it);
+
+  // Calculate the half height
+  double half_height = (BRFRawWaveform[bin_minimum] + BRFRawWaveform[bin_maximum]) / 2.0;
+
+  // Perform linear interpolation
+  const int intervals_per_bin = 2000;
+  double min_difference = std::numeric_limits<double>::max();
+  int min_difference_bin = -1;
+
+  for (int bin = bin_minimum; bin < bin_maximum; ++bin)
+  {
+    for (int interval = 0; interval < intervals_per_bin; ++interval)
+    {
+      double fraction = interval / static_cast<double>(intervals_per_bin);
+      double interpolated_value = BRFRawWaveform[bin] + fraction * (BRFRawWaveform[bin + 1] - BRFRawWaveform[bin]);
+      double difference = std::abs(interpolated_value - half_height);
+
+      if (difference < min_difference)
+      {
+        min_difference = difference;
+        min_difference_bin = bin * intervals_per_bin + interval;
+      }
+    }
+  }
+
+  double BRFRisingHalfLinearFit = min_difference_bin; // in ps
+  BRFFirstPeakFit = BRFRisingHalfLinearFit; 
+}
diff --git a/UserTools/FitRWMWaveform/FitRWMWaveform.h b/UserTools/FitRWMWaveform/FitRWMWaveform.h
new file mode 100644
index 000000000..629b81883
--- /dev/null
+++ b/UserTools/FitRWMWaveform/FitRWMWaveform.h
@@ -0,0 +1,63 @@
+#ifndef FitRWMWaveform_H
+#define FitRWMWaveform_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "TFile.h"
+#include "TH1D.h"
+#include <numeric>  // for std::accumulate
+#include <TGraph.h>
+#include <TF1.h>
+
+/**
+ * \class FitRWMWaveform
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class FitRWMWaveform : public Tool
+{
+
+public:
+    FitRWMWaveform();                                         ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+
+    void FitRWM();
+    void FitBRF();
+
+private:
+    int verbosityFitRWMWaveform;
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+
+    bool printToRootFile;
+    int maxPrintNumber;
+    std::string output_filename;
+
+    std::vector<uint16_t> RWMRawWaveform;
+    std::vector<uint16_t> BRFRawWaveform;
+
+    std::map<uint64_t, std::vector<uint16_t>> ToBePrintedRWMWaveforms;
+    std::map<uint64_t, std::vector<uint16_t>> ToBePrintedBRFWaveforms;
+
+    double RWMRisingStart;
+    double RWMRisingEnd;
+    double RWMHalfRising;
+    double RWMFHWM;
+    double RWMFirstPeak;
+
+    double BRFFirstPeak;
+    double BRFAveragePeak;
+    double BRFFirstPeakFit;
+};
+
+#endif
diff --git a/UserTools/FitRWMWaveform/README.md b/UserTools/FitRWMWaveform/README.md
new file mode 100644
index 000000000..0c3f851ef
--- /dev/null
+++ b/UserTools/FitRWMWaveform/README.md
@@ -0,0 +1,20 @@
+# FitRWMWaveform
+
+FitRWMWaveform
+
+## Data
+
+Describe any data formats FitRWMWaveform creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for FitRWMWaveform.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index 339afef46..b74d8b62c 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -186,7 +186,7 @@ bool LAPPDLoadStore::Execute()
     {
         bool gotDataStream = m_data->Stores.at("ANNIEEvent")->Get("DataStreams", DataStreams);
         bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
-        if (getMap)
+        if (getMap && DataStreams["LAPPD"]==true && LAPPDDataMap.size() > 0)
         {
             // cout << "Outside, size of LAPPDDatamap = " << LAPPDDataMap.size() << endl;
             bool gotBeamgates_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
@@ -197,6 +197,25 @@ bool LAPPDLoadStore::Execute()
             bool gotTSCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
             bool gotDBGCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
             bool gotOSInMinusPS = m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+
+            bool gotBG_PPSBefore = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+            bool gotBG_PPSAfter = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+            bool gotBG_PPSDiff = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+            bool gotBG_PPSMissing = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+            bool gotTS_PPSBefore = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+            bool gotTS_PPSAfter = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+            bool gotTS_PPSDiff = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+            bool gotTS_PPSMissing = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+            if (LAPPDStoreReadInVerbosity > 3)
+            {
+                cout << "LAPPDLoadStore: gotOffsets = " << gotOffsets << ", gotBG_PPSBefore = " << gotBG_PPSBefore << ", gotTS_PPSBefore = " << gotTS_PPSBefore << endl;
+                cout << "Size of LAPPDDataMap = " << LAPPDDataMap.size() << ", LAPPDOffsets = " << LAPPDOffsets.size() << ", LAPPDBG_PPSBefore = " << LAPPDBG_PPSBefore.size() << ", LAPPDTS_PPSBefore = " << LAPPDTS_PPSBefore.size() << endl;
+
+                cout << "gotBG_PPSBefore = " << gotBG_PPSBefore << ", gotBG_PPSAfter = " << gotBG_PPSAfter << ", gotBG_PPSDiff = " << gotBG_PPSDiff << ", gotBG_PPSMissing = " << gotBG_PPSMissing << endl;
+                cout << "gotTS_PPSBefore = " << gotTS_PPSBefore << ", gotTS_PPSAfter = " << gotTS_PPSAfter << ", gotTS_PPSDiff = " << gotTS_PPSDiff << ", gotTS_PPSMissing = " << gotTS_PPSMissing << endl;
+            }
+        }else{
+            return true;
         }
     }
 
@@ -339,7 +358,7 @@ bool LAPPDLoadStore::Execute()
             LAPPD_ID = dat.LAPPD_ID;
             if (LAPPD_ID != SelectedLAPPD && SelectSingleLAPPD)
                 continue;
-                
+
             if (Raw_buffer.size() == 0 || ReadBoards.size() == 0)
             {
                 m_data->CStore.Set("LAPPDana", false);
@@ -429,9 +448,23 @@ bool LAPPDLoadStore::Execute()
                 LAPPDLoadedTSCorrections.push_back(LAPPDTSCorrection.at(time));
                 LAPPDLoadedBGCorrections.push_back(LAPPDBGCorrection.at(time));
                 LAPPDLoadedOSInMinusPS.push_back(LAPPDOSInMinusPS.at(time));
+                LAPPDLoadedBG_PPSBefore.push_back(LAPPDBG_PPSBefore.at(time));
+                LAPPDLoadedBG_PPSAfter.push_back(LAPPDBG_PPSAfter.at(time));
+                LAPPDLoadedBG_PPSDiff.push_back(LAPPDBG_PPSDiff.at(time));
+                LAPPDLoadedBG_PPSMissing.push_back(LAPPDBG_PPSMissing.at(time));
+                LAPPDLoadedTS_PPSBefore.push_back(LAPPDTS_PPSBefore.at(time));
+                LAPPDLoadedTS_PPSAfter.push_back(LAPPDTS_PPSAfter.at(time));
+                LAPPDLoadedTS_PPSDiff.push_back(LAPPDTS_PPSDiff.at(time));
+                LAPPDLoadedTS_PPSMissing.push_back(LAPPDTS_PPSMissing.at(time));
 
                 if (LAPPDStoreReadInVerbosity > 2)
                     cout << "parsing finished for LAPPD_ID " << LAPPD_ID << " at time " << time << endl;
+
+                if (LAPPDTS_PPSMissing.at(time) != LAPPDBG_PPSMissing.at(time) && ((LAPPDTS_PPSMissing.at(time) > -100 && LAPPDTS_PPSMissing.at(time) < 100) || (LAPPDBG_PPSMissing.at(time) > -100 && LAPPDBG_PPSMissing.at(time) < 100)))
+                {
+                    cout << "LAPPDLoadStore: PPS missing number is not the same on BG and TS for LAPPD_ID " << LAPPD_ID << " at time " << time << ", BG: " << LAPPDBG_PPSMissing.at(time) << ", TS: " << LAPPDTS_PPSMissing.at(time) << endl;
+                    cout << "LAPPDLoadStore: BG_PPSDiff: " << LAPPDBG_PPSDiff.at(time) << ", TS_PPSDiff: " << LAPPDTS_PPSDiff.at(time) << endl;
+                }
             }
             NonEmptyEvents += 1;
             NonEmptyDataEvents += 1;
@@ -459,6 +492,15 @@ bool LAPPDLoadStore::Execute()
         m_data->Stores["ANNIEEvent"]->Set("LAPPDBGCorrection", LAPPDBGCorrection);
         m_data->Stores["ANNIEEvent"]->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
 
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+        m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+
         // TODO: save other timestamps, variables and metadata for later use
 
         if (eventNo % 100 == 0)
@@ -1243,6 +1285,15 @@ void LAPPDLoadStore::SaveOffsets()
     int LAPPDOffset_minus_ps = 0;
     uint64_t LAPPDOffset = 0;
 
+    uint64_t BG_PPSBefore = 0;
+    uint64_t BG_PPSAfter = 0;
+    uint64_t BG_PPSDiff = 0;
+    uint64_t TS_PPSBefore = 0;
+    uint64_t TS_PPSAfter = 0;
+    uint64_t TS_PPSDiff = 0;
+    int BG_PPSMissing = 0;
+    int TS_PPSMissing = 0;
+
     // Check if the key exists and the index is within range for BGCorrections
     if (BGCorrections.find(key) != BGCorrections.end() && eventNumberInPF < BGCorrections[key].size())
     {
@@ -1309,13 +1360,123 @@ void LAPPDLoadStore::SaveOffsets()
         }
     }
 
+    if (BG_PPSBefore_loaded.find(key) != BG_PPSBefore_loaded.end() && eventNumberInPF < BG_PPSBefore_loaded[key].size())
+    {
+        BG_PPSBefore = BG_PPSBefore_loaded[key][eventNumberInPF];
+    }
+    else
+    {
+        if (BG_PPSBefore_loaded.find(key) == BG_PPSBefore_loaded.end())
+            std::cerr << "Error: Key not found in BG_PPSBefore_loaded: " << key << std::endl;
+        else
+            std::cerr << "Error: eventNumberInPF out of range for BG_PPSBefore_loaded with key: " << key << std::endl;
+    }
+
+    if (BG_PPSAfter_loaded.find(key) != BG_PPSAfter_loaded.end() && eventNumberInPF < BG_PPSAfter_loaded[key].size())
+    {
+        BG_PPSAfter = BG_PPSAfter_loaded[key][eventNumberInPF];
+    }
+    else
+    {
+        if (BG_PPSAfter_loaded.find(key) == BG_PPSAfter_loaded.end())
+            std::cerr << "Error: Key not found in BG_PPSAfter_loaded: " << key << std::endl;
+        else
+            std::cerr << "Error: eventNumberInPF out of range for BG_PPSAfter_loaded with key: " << key << std::endl;
+    }
+
+    if (BG_PPSDiff_loaded.find(key) != BG_PPSDiff_loaded.end() && eventNumberInPF < BG_PPSDiff_loaded[key].size())
+    {
+        BG_PPSDiff = BG_PPSDiff_loaded[key][eventNumberInPF];
+    }
+    else
+    {
+        if (BG_PPSDiff_loaded.find(key) == BG_PPSDiff_loaded.end())
+            std::cerr << "Error: Key not found in BG_PPSDiff_loaded: " << key << std::endl;
+        else
+            std::cerr << "Error: eventNumberInPF out of range for BG_PPSDiff_loaded with key: " << key << std::endl;
+    }
+
+    if (BG_PPSMissing_loaded.find(key) != BG_PPSMissing_loaded.end() && eventNumberInPF < BG_PPSMissing_loaded[key].size())
+    {
+        BG_PPSMissing = BG_PPSMissing_loaded[key][eventNumberInPF];
+    }
+    else
+    {
+        if (BG_PPSMissing_loaded.find(key) == BG_PPSMissing_loaded.end())
+            std::cerr << "Error: Key not found in BG_PPSMissing_loaded: " << key << std::endl;
+        else
+            std::cerr << "Error: eventNumberInPF out of range for BG_PPSMissing_loaded with key: " << key << std::endl;
+    }
+
+    if (TS_PPSBefore_loaded.find(key) != TS_PPSBefore_loaded.end() && eventNumberInPF < TS_PPSBefore_loaded[key].size())
+    {
+        TS_PPSBefore = TS_PPSBefore_loaded[key][eventNumberInPF];
+    }
+    else
+    {
+        if (TS_PPSBefore_loaded.find(key) == TS_PPSBefore_loaded.end())
+            std::cerr << "Error: Key not found in TS_PPSBefore_loaded: " << key << std::endl;
+        else
+            std::cerr << "Error: eventNumberInPF out of range for TS_PPSBefore_loaded with key: " << key << std::endl;
+    }
+
+    if (TS_PPSAfter_loaded.find(key) != TS_PPSAfter_loaded.end() && eventNumberInPF < TS_PPSAfter_loaded[key].size())
+    {
+        TS_PPSAfter = TS_PPSAfter_loaded[key][eventNumberInPF];
+    }
+    else
+    {
+        if (TS_PPSAfter_loaded.find(key) == TS_PPSAfter_loaded.end())
+            std::cerr << "Error: Key not found in TS_PPSAfter_loaded: " << key << std::endl;
+        else
+            std::cerr << "Error: eventNumberInPF out of range for TS_PPSAfter_loaded with key: " << key << std::endl;
+    }
+
+    if (TS_PPSDiff_loaded.find(key) != TS_PPSDiff_loaded.end() && eventNumberInPF < TS_PPSDiff_loaded[key].size())
+    {
+        TS_PPSDiff = TS_PPSDiff_loaded[key][eventNumberInPF];
+    }
+    else
+    {
+        if (TS_PPSDiff_loaded.find(key) == TS_PPSDiff_loaded.end())
+            std::cerr << "Error: Key not found in TS_PPSDiff_loaded: " << key << std::endl;
+        else
+            std::cerr << "Error: eventNumberInPF out of range for TS_PPSDiff_loaded with key: " << key << std::endl;
+    }
+
+    if (TS_PPSMissing_loaded.find(key) != TS_PPSMissing_loaded.end() && eventNumberInPF < TS_PPSMissing_loaded[key].size())
+    {
+        TS_PPSMissing = TS_PPSMissing_loaded[key][eventNumberInPF];
+    }
+    else
+    {
+        if (TS_PPSMissing_loaded.find(key) == TS_PPSMissing_loaded.end())
+            std::cerr << "Error: Key not found in TS_PPSMissing_loaded: " << key << std::endl;
+        else
+            std::cerr << "Error: eventNumberInPF out of range for TS_PPSMissing_loaded with key: " << key << std::endl;
+    }
+
     // start to fill data
     m_data->CStore.Set("LAPPDBGCorrection", LAPPDBGCorrection);
     m_data->CStore.Set("LAPPDTSCorrection", LAPPDTSCorrection);
     m_data->CStore.Set("LAPPDOffset", LAPPDOffset);
     m_data->CStore.Set("LAPPDOffset_minus_ps", LAPPDOffset_minus_ps);
 
-    cout << "LAPPDStoreReadIn, Saving offsets and corrections, key: " << key << ", LAPPDOffset: " << LAPPDOffset << ", LAPPDOffset_minus_ps: " << LAPPDOffset_minus_ps << ", LAPPDBGCorrection: " << LAPPDBGCorrection << ", LAPPDTSCorrection: " << LAPPDTSCorrection << endl;
+    m_data->CStore.Set("BG_PPSBefore", BG_PPSBefore);
+    m_data->CStore.Set("BG_PPSAfter", BG_PPSAfter);
+    m_data->CStore.Set("BG_PPSDiff", BG_PPSDiff);
+    m_data->CStore.Set("BG_PPSMissing", BG_PPSMissing);
+    m_data->CStore.Set("TS_PPSBefore", TS_PPSBefore);
+    m_data->CStore.Set("TS_PPSAfter", TS_PPSAfter);
+    m_data->CStore.Set("TS_PPSDiff", TS_PPSDiff);
+    m_data->CStore.Set("TS_PPSMissing", TS_PPSMissing);
+
+    if (TS_PPSMissing != BG_PPSMissing)
+    {
+        cout << "LAPPDLoadStore: BG_PPSMissing != TS_PPSMissing, BG_PPSMissing: " << BG_PPSMissing << ", TS_PPSMissing: " << TS_PPSMissing << endl;
+    }
+
+    // cout << "LAPPDStoreReadIn, Saving offsets and corrections, key: " << key << ", LAPPDOffset: " << LAPPDOffset << ", LAPPDOffset_minus_ps: " << LAPPDOffset_minus_ps << ", LAPPDBGCorrection: " << LAPPDBGCorrection << ", LAPPDTSCorrection: " << LAPPDTSCorrection << ", BG_PPSBefore: " << BG_PPSBefore << ", BG_PPSAfter: " << BG_PPSAfter << ", BG_PPSDiff: " << BG_PPSDiff << ", BG_PPSMissing: " << BG_PPSMissing << ", TS_PPSBefore: " << TS_PPSBefore << ", TS_PPSAfter: " << TS_PPSAfter << ", TS_PPSDiff: " << TS_PPSDiff << ", TS_PPSMissing: " << TS_PPSMissing << endl;
 
     if (LAPPDStoreReadInVerbosity > 11)
         debugStoreReadIn << eventNo << "+LAPPDStoreReadIn, Saving offsets and corrections, key: " << key << ", LAPPDOffset: " << LAPPDOffset << ", LAPPDOffset_minus_ps: " << LAPPDOffset_minus_ps << ", LAPPDBGCorrection: " << LAPPDBGCorrection << ", LAPPDTSCorrection: " << LAPPDTSCorrection << endl;
@@ -1344,6 +1505,16 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
     int runNumber, subRunNumber, partFileNumber, LAPPD_ID;
     ULong64_t final_offset_ns_0, final_offset_ps_negative_0, EventIndex;
     ULong64_t BGCorrection_tick, TSCorrection_tick;
+
+    ULong64_t BG_PPSBefore_tick;
+    ULong64_t BG_PPSAfter_tick;
+    ULong64_t BG_PPSDiff_tick;
+    ULong64_t BG_PPSMissing_tick;
+    ULong64_t TS_PPSBefore_tick;
+    ULong64_t TS_PPSAfter_tick;
+    ULong64_t TS_PPSDiff_tick;
+    ULong64_t TS_PPSMissing_tick;
+
     tree->SetBranchAddress("runNumber", &runNumber);
     tree->SetBranchAddress("subRunNumber", &subRunNumber);
     tree->SetBranchAddress("partFileNumber", &partFileNumber);
@@ -1353,6 +1524,14 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
     tree->SetBranchAddress("final_offset_ps_negative_0", &final_offset_ps_negative_0);
     tree->SetBranchAddress("BGCorrection_tick", &BGCorrection_tick);
     tree->SetBranchAddress("TSCorrection_tick", &TSCorrection_tick);
+    tree->SetBranchAddress("BG_PPSBefore_tick", &BG_PPSBefore_tick);
+    tree->SetBranchAddress("BG_PPSAfter_tick", &BG_PPSAfter_tick);
+    tree->SetBranchAddress("BG_PPSDiff_tick", &BG_PPSDiff_tick);
+    tree->SetBranchAddress("BG_PPSMissing_tick", &BG_PPSMissing_tick);
+    tree->SetBranchAddress("TS_PPSBefore_tick", &TS_PPSBefore_tick);
+    tree->SetBranchAddress("TS_PPSAfter_tick", &TS_PPSAfter_tick);
+    tree->SetBranchAddress("TS_PPSDiff_tick", &TS_PPSDiff_tick);
+    tree->SetBranchAddress("TS_PPSMissing_tick", &TS_PPSMissing_tick);
 
     Long64_t nentries = tree->GetEntries();
     cout << "LAPPDStoreReadIn Loading offsets and corrections, total entries: " << nentries << endl;
@@ -1369,6 +1548,14 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
             Offsets_minus_ps[key].resize(EventIndex + 1);
             BGCorrections[key].resize(EventIndex + 1);
             TSCorrections[key].resize(EventIndex + 1);
+            BG_PPSBefore_loaded[key].resize(EventIndex + 1);
+            BG_PPSAfter_loaded[key].resize(EventIndex + 1);
+            BG_PPSDiff_loaded[key].resize(EventIndex + 1);
+            BG_PPSMissing_loaded[key].resize(EventIndex + 1);
+            TS_PPSBefore_loaded[key].resize(EventIndex + 1);
+            TS_PPSAfter_loaded[key].resize(EventIndex + 1);
+            TS_PPSDiff_loaded[key].resize(EventIndex + 1);
+            TS_PPSMissing_loaded[key].resize(EventIndex + 1);
         }
 
         // Now using EventIndex to place each event correctly
@@ -1377,10 +1564,19 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
         BGCorrections[key][EventIndex] = static_cast<int>(BGCorrection_tick) - 1000;
         TSCorrections[key][EventIndex] = static_cast<int>(TSCorrection_tick) - 1000;
 
+        BG_PPSBefore_loaded[key][EventIndex] = BG_PPSBefore_tick;
+        BG_PPSAfter_loaded[key][EventIndex] = BG_PPSAfter_tick;
+        BG_PPSDiff_loaded[key][EventIndex] = BG_PPSDiff_tick;
+        BG_PPSMissing_loaded[key][EventIndex] = static_cast<int>(BG_PPSMissing_tick) - 1000;
+        TS_PPSBefore_loaded[key][EventIndex] = TS_PPSBefore_tick;
+        TS_PPSAfter_loaded[key][EventIndex] = TS_PPSAfter_tick;
+        TS_PPSDiff_loaded[key][EventIndex] = TS_PPSDiff_tick;
+        TS_PPSMissing_loaded[key][EventIndex] = static_cast<int>(TS_PPSMissing_tick) - 1000;
+
         if (nentries > 10 && i % (static_cast<int>(nentries / 10)) == 0)
         {
             cout << "LAPPDStoreReadIn Loading offsets and corrections, " << i << " entries loaded" << endl;
-            cout << "Printing key: " << key << ", EventIndex: " << EventIndex << ", final_offset_ns_0: " << final_offset_ns_0 << ", final_offset_ps_negative_0: " << final_offset_ps_negative_0 << ", BGCorrection_tick: " << BGCorrection_tick << ", TSCorrection_tick: " << TSCorrection_tick << endl;
+            cout << "Printing key: " << key << ", EventIndex: " << EventIndex << ", final_offset_ns_0: " << final_offset_ns_0 << ", final_offset_ps_negative_0: " << final_offset_ps_negative_0 << ", BGCorrection_tick: " << BGCorrection_tick << ", TSCorrection_tick: " << TSCorrection_tick << ", BG_PPSMissing_tick: " << BG_PPSMissing_tick << ", TS_PPSMissing_tick: " << TS_PPSMissing_tick << endl;
         }
     }
 
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
index a6f28e5d1..c3bb8c3be 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
@@ -105,6 +105,14 @@ class LAPPDLoadStore : public Tool
     vector<int> LAPPDLoadedTSCorrections;
     vector<int> LAPPDLoadedBGCorrections;
     vector<int> LAPPDLoadedOSInMinusPS;
+    vector<uint64_t> LAPPDLoadedBG_PPSBefore;
+    vector<uint64_t> LAPPDLoadedBG_PPSAfter;
+    vector<uint64_t> LAPPDLoadedBG_PPSDiff;
+    vector<int> LAPPDLoadedBG_PPSMissing;
+    vector<uint64_t> LAPPDLoadedTS_PPSBefore;
+    vector<uint64_t> LAPPDLoadedTS_PPSAfter;
+    vector<uint64_t> LAPPDLoadedTS_PPSDiff;
+    vector<int> LAPPDLoadedTS_PPSMissing;
 
     vector<int> ParaBoards; // save the board index for this PsecData
     std::map<unsigned long, vector<Waveform<double>>> LAPPDWaveforms;
@@ -131,6 +139,15 @@ class LAPPDLoadStore : public Tool
     std::map<uint64_t, int> LAPPDBGCorrection;
     std::map<uint64_t, int> LAPPDOSInMinusPS;
     std::map<std::string, bool> DataStreams;
+    // save PPS info for the second order correction
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSBefore;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSAfter;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSDiff;
+    std::map<uint64_t, int> LAPPDBG_PPSMissing;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSBefore;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSAfter;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSDiff;
+    std::map<uint64_t, int> LAPPDTS_PPSMissing;
 
     // data variables don't need to be cleared in each loop
     // these are loaded offset for event building
@@ -138,6 +155,16 @@ class LAPPDLoadStore : public Tool
     std::map<string, vector<int>> Offsets_minus_ps; // offset in ps, use offset - this/1e3 as the real offset
     std::map<string, vector<int>> BGCorrections;    // Loaded BGcorrections, same key as Offsets, but offset saved on event by event basis in that part file, in unit of ticks
     std::map<string, vector<int>> TSCorrections;    // TS corrections, in unit of ticks
+    std::map<string, vector<uint64_t>> BG_PPSBefore_loaded;     // BG PPS before, in unit of ticks
+    std::map<string, vector<uint64_t>> BG_PPSAfter_loaded;      // BG PPS after, in unit of ticks
+    std::map<string, vector<uint64_t>> BG_PPSDiff_loaded;   // BG PPS Diff
+    std::map<string, vector<int>> BG_PPSMissing_loaded;  // BG PPS Missing
+    std::map<string, vector<uint64_t>> TS_PPSBefore_loaded;   // TS PPS before, in unit of ticks
+    std::map<string, vector<uint64_t>> TS_PPSAfter_loaded;    // TS PPS after, in unit of ticks
+    std::map<string, vector<uint64_t>> TS_PPSDiff_loaded;   // TS PPS Diff
+    std::map<string, vector<int>> TS_PPSMissing_loaded;  // TS PPS Missing
+
+
     int runNumber;
     int subRunNumber;
     int partFileNumber;
diff --git a/UserTools/PMTDataDecoder/PMTDataDecoder.cpp b/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
index ee4629f5b..6d6d50343 100644
--- a/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
+++ b/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
@@ -46,6 +46,14 @@ bool PMTDataDecoder::Initialise(std::string configfile, DataModel &data){
   m_data->CStore.Set("FIFOError1",fifo1);
   m_data->CStore.Set("FIFOError2",fifo2);
 
+  saveRWMRaw = true;
+  saveBRFRaw = true;
+  m_variables.Get("saveRWMRaw",saveRWMRaw);
+  m_variables.Get("saveBRFRaw",saveBRFRaw);
+  RWMRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>;
+  BRFRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>;
+  
+
   std::cout << "PMTDataDecoder Tool: Initialized successfully" << std::endl;
   return true;
 }
@@ -305,6 +313,44 @@ bool PMTDataDecoder::Execute(){
     m_data->CStore.Set("FIFOPMTWaves",FIFOPMTWaves);
     m_data->CStore.Set("TimestampsFromTheFuture",TimestampsFromTheFuture);
 
+    // loop the FinishedPMTWaves, for each timestamp, put the RWM and BRF waveform to RWMRawWaveforms and BRFRawWaveforms
+    if(saveBRFRaw || saveRWMRaw)
+    {
+      for (std::map<uint64_t, std::map<std::vector<int>, std::vector<uint16_t>>>::iterator it = FinishedPMTWaves->begin(); it != FinishedPMTWaves->end(); it++)
+      {
+        uint64_t timestamp = it->first;
+        std::map<std::vector<int>, std::vector<uint16_t>> afinishedPMTWaves = FinishedPMTWaves->at(timestamp);
+        for (std::pair<std::vector<int>, std::vector<uint16_t>> apair : afinishedPMTWaves)
+        {
+          int CardID = apair.first.at(0);
+          int ChannelID = apair.first.at(1);
+          int SlotNum = CardID % 100;
+          int CrateNum = CardID / 1000;
+          unsigned int uCrateNum = (unsigned int)CrateNum;
+          unsigned int uSlotNum = (unsigned int)SlotNum;
+          unsigned int uChannelID = (unsigned int)ChannelID;
+
+          //in MonitorTankTime tool, it load a file about active slot and crate, if not active, don't find the waveform in it. not sure do we need it or not
+          if(saveBRFRaw){
+          if(uCrateNum == 1 && uSlotNum == 15 && ChannelID == 1)
+          {
+            std::vector<uint16_t> BRFWaveform = apair.second;
+            (*BRFRawWaveforms)[timestamp] = BRFWaveform;
+          }
+          }
+          if(saveRWMRaw){
+          if(uCrateNum == 1 && uSlotNum == 15 && ChannelID == 2)
+          {
+            std::vector<uint16_t> RWMWaveform = apair.second;
+            (*RWMRawWaveforms)[timestamp] = RWMWaveform;
+          }
+          }
+        }
+      }
+    }
+    m_data->CStore.Set("RWMRawWaveforms",RWMRawWaveforms);
+    m_data->CStore.Set("BRFRawWaveforms",BRFRawWaveforms);
+
     //Check the size of the WaveBank to see if things are bloating
     Log("PMTDataDecoder Tool: Size of WaveBank (# waveforms partially built): " + 
             to_string(WaveBank.size()),v_message, verbosity);
diff --git a/UserTools/PMTDataDecoder/PMTDataDecoder.h b/UserTools/PMTDataDecoder/PMTDataDecoder.h
index 0e3274a57..6963f7af2 100644
--- a/UserTools/PMTDataDecoder/PMTDataDecoder.h
+++ b/UserTools/PMTDataDecoder/PMTDataDecoder.h
@@ -132,6 +132,14 @@ class PMTDataDecoder: public Tool {
   int vv_debug=4;
   std::string logmessage;
 
+
+  //option about whether to save raw RWM and BRF waveforms
+  bool saveRWMRaw;
+  bool saveBRFRaw;
+
+  std::map<uint64_t, std::vector<uint16_t>>* RWMRawWaveforms; //Key: MTCTime, Value: RWM waveform
+  std::map<uint64_t, std::vector<uint16_t>>* BRFRawWaveforms; //Key: MTCTime, Value: BRF waveform
+
 };
 
 
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
index 0454415d9..c782f598e 100644
--- a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
@@ -437,6 +437,40 @@ bool ProcessedLAPPDFilter::GotANNIEEventAndSave(BoostStore *BS, string savePath)
   m_data->Stores["ANNIEEvent"]->Get("beam_good", beam_good);
   BS->Set("beam_good", beam_good);
 
+  std::vector<uint16_t> RWMRawWaveform;
+  std::vector<uint16_t> BRFRawWaveform;
+
+  m_data->Stores["ANNIEEvent"]->Get("RWMRawWaveform", RWMRawWaveform);
+  BS->Set("RWMRawWaveform", RWMRawWaveform);
+  m_data->Stores["ANNIEEvent"]->Get("BRFRawWaveform", BRFRawWaveform);
+  BS->Set("BRFRawWaveform", BRFRawWaveform);
+
+  std::map<uint64_t, uint64_t> LAPPDBG_PPSBefore;
+  std::map<uint64_t, uint64_t> LAPPDBG_PPSAfter;
+  std::map<uint64_t, uint64_t> LAPPDBG_PPSDiff;
+  std::map<uint64_t, int> LAPPDBG_PPSMissing;
+  std::map<uint64_t, uint64_t> LAPPDTS_PPSBefore;
+  std::map<uint64_t, uint64_t> LAPPDTS_PPSAfter;
+  std::map<uint64_t, uint64_t> LAPPDTS_PPSDiff;
+  std::map<uint64_t, int> LAPPDTS_PPSMissing;
+
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+  BS->Set("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+  BS->Set("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+  BS->Set("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+  BS->Set("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+  BS->Set("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+  BS->Set("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+  BS->Set("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+  BS->Set("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+
   BS->Save(savePath);
   if (FilterVerbosity > 2)
     cout << "Saved to " << savePath << " successfully" << endl;
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 2d7d9305d..a24befea3 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -191,3 +191,4 @@
 #include "ANNIEEventTreeMaker.h"
 #include "ProcessedLAPPDFilter.h"
 #include "BeamQuality.h"
+#include "FitRWMWaveform.h"
diff --git a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
index 2912a96e6..c34f5e446 100644
--- a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
+++ b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
@@ -26,3 +26,4 @@ HasGenie 0
 
 LAPPDData_fill 1
 LAPPDReco_fill 1
+RWMBRF_fill 1
diff --git a/configfiles/BeamClusterAnalysis/FitRWMWaveformConfig b/configfiles/BeamClusterAnalysis/FitRWMWaveformConfig
new file mode 100644
index 000000000..0a724adf4
--- /dev/null
+++ b/configfiles/BeamClusterAnalysis/FitRWMWaveformConfig
@@ -0,0 +1,4 @@
+verbosityFitRWMWaveform 1
+printToRootFile 1
+
+
diff --git a/configfiles/BeamClusterAnalysis/ToolsConfig b/configfiles/BeamClusterAnalysis/ToolsConfig
index 4d2282e93..acd57e65e 100644
--- a/configfiles/BeamClusterAnalysis/ToolsConfig
+++ b/configfiles/BeamClusterAnalysis/ToolsConfig
@@ -9,11 +9,12 @@ myClusterClassifiers ClusterClassifiers ./configfiles/BeamClusterAnalysis/Cluste
 myEventSelector EventSelector ./configfiles/BeamClusterAnalysis/EventSelectorConfig
 
 LAPPDLoadStore LAPPDLoadStore configfiles/LAPPDProcessedAna/Configs
-LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDProcessedAna/ConfigStoreReadIn
-LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDProcessedAna/ConfigPreProcess
-LAPPDBaseline LAPPDBaseline configfiles/LAPPDProcessedAna/ConfigPreProcess
-LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot
+#LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDProcessedAna/ConfigStoreReadIn
+#LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDProcessedAna/ConfigPreProcess
+#LAPPDBaseline LAPPDBaseline configfiles/LAPPDProcessedAna/ConfigPreProcess
+#LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot
 
+FitRWMWaveform FitRWMWaveform ./configfiles/BeamClusterAnalysis/FitRWMWaveformConfig
 
 ANNIEEventTreeMaker ANNIEEventTreeMaker ./configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
 #myPhaseIITreeMaker PhaseIITreeMaker ./configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
diff --git a/configfiles/EventBuilderV2/EBSaverConfig b/configfiles/EventBuilderV2/EBSaverConfig
index 781d748e2..90f5ca4ae 100644
--- a/configfiles/EventBuilderV2/EBSaverConfig
+++ b/configfiles/EventBuilderV2/EBSaverConfig
@@ -1,4 +1,4 @@
-verbosityEBSaver 1
+verbosityEBSaver 4
 
 savePMT 1
 saveMRD 1
diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
index 472ab885f..0772b6901 100644
--- a/configfiles/LAPPDProcessedAna/Configs
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -1,4 +1,4 @@
- General Parameters
+#General Parameters
 Nsamples 256 #Number of samples in a waveform
 SampleSize 100 #Sample size for baseline substraction
 TrigChannel 5 #Specified channel the trigger signal will be on

From 2e9b5814ab610bc220fa6e6d5a69b8945843d7cb Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Fri, 26 Jul 2024 18:37:50 -0500
Subject: [PATCH 073/163] add LAPPD offset Fit script modifications

---
 offsetFit_MultipleLAPPD.cpp | 160 ++++++++++++++++++++++++++++++++++--
 1 file changed, 152 insertions(+), 8 deletions(-)

diff --git a/offsetFit_MultipleLAPPD.cpp b/offsetFit_MultipleLAPPD.cpp
index 7cad5de6b..3c5932981 100644
--- a/offsetFit_MultipleLAPPD.cpp
+++ b/offsetFit_MultipleLAPPD.cpp
@@ -381,6 +381,15 @@ vector<vector<ULong64_t>> fitInThisReset(
     vector<long long> LAPPD_PPS_missing_ticks;
     vector<ULong64_t> LAPPD_PPS_interval_ticks;
 
+    vector<ULong64_t> BG_PPSBefore;
+    vector<ULong64_t> BG_PPSAfter;
+    vector<ULong64_t> BG_PPSDiff;
+    vector<ULong64_t> BG_PPSMiss;
+    vector<ULong64_t> TS_PPSBefore;
+    vector<ULong64_t> TS_PPSAfter;
+    vector<ULong64_t> TS_PPSDiff;
+    vector<ULong64_t> TS_PPSMiss;
+
     // calculate the missing ticks for each LAPPD PPS
     PPS_tick_correction.push_back(0);
     LAPPD_PPS_missing_ticks.push_back(0);
@@ -466,6 +475,11 @@ vector<vector<ULong64_t>> fitInThisReset(
 
     // loop all data events, plus the offset, save the event time and beamgate time
     // fing the closest CTC trigger, also save all information
+    cout << "Start saving results. PPS size: " << LAPPD_PPS.size() << ", beamgate size: " << LAPPDDataBeamgateUL.size() << endl;
+    cout << "First PPS: " << LAPPD_PPS.at(0) / 3125 << ", Last PPS: " << LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125 << endl;
+    cout << "First BG: " << LAPPDDataBeamgateUL.at(0) / 3125 << ", Last BG: " << LAPPDDataBeamgateUL.at(LAPPDDataBeamgateUL.size() - 1) / 3125 << endl;
+    cout << "First TS: " << LAPPDDataTimeStampUL.at(0) / 3125 << ", Last TS: " << LAPPDDataTimeStampUL.at(LAPPDDataTimeStampUL.size() - 1) / 3125 << endl;
+
     for (int l = 0; l < LAPPDDataTimeStampUL.size(); l++)
     {
         ULong64_t TS_ns = LAPPDDataTimeStampUL.at(l) / 1000;
@@ -571,6 +585,100 @@ vector<vector<ULong64_t>> fitInThisReset(
         cout << "TimeStamp_correction_tick at " << l << ": " << TimeStamp_correction_tick.at(l) << endl;
         */
 
+        // for this LAPPDDataBeamgateUL.at(l), in the LAPPD_PPS vector, find it's closest PPS before and after, and also calculate the time difference between them, and the missing tick between them.
+        // save as BG_PPSBefore_tick, BG_PPSAfter_tick, BG_PPSDiff_tick, BG_PPSMissing_tick
+        // Do the same thing for LAPPDDataTimeStampUL.at(l), save as TS_PPSBefore_tick, TS_PPSAfter_tick, TS_PPSDiff_tick, TS_PPSMissing_tick
+
+        ULong64_t BG_PPSBefore_tick = 0;
+        ULong64_t BG_PPSAfter_tick = 0;
+        ULong64_t BG_PPSDiff_tick = 0;
+        ULong64_t BG_PPSMissing_tick = 0;
+
+        ULong64_t TS_PPSBefore_tick = 0;
+        ULong64_t TS_PPSAfter_tick = 0;
+        ULong64_t TS_PPSDiff_tick = 0;
+        ULong64_t TS_PPSMissing_tick = 0;
+        // if the first PPS is later than beamgate, then set before = 0, after is the first, diff is the first, missing is the first
+
+        cout << "Start finding PPS before and after the beamgate" << endl;
+
+        if ((LAPPD_PPS.at(0) / 3125 > LAPPDDataBeamgateUL.at(l) / 3125) || (LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125 < LAPPDDataBeamgateUL.at(l) / 3125))
+        {
+            if (LAPPD_PPS.at(0) / 3125 > LAPPDDataBeamgateUL.at(l) / 3125)
+            {
+                BG_PPSBefore_tick = 0;
+                BG_PPSAfter_tick = LAPPD_PPS.at(0) / 3125;
+                BG_PPSDiff_tick = LAPPD_PPS.at(0) / 3125;
+                BG_PPSMissing_tick = LAPPD_PPS.at(0) / 3125;
+                cout << "First PPS is later than beamgate, before is 0, after is the first, diff is the first, missing is the first" << endl;
+            }
+            // if the last PPS is earlier than beamgate, then set before is the last, after = 0, diff is the last, missing is the last
+            if (LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125 < LAPPDDataBeamgateUL.at(l) / 3125)
+            {
+                BG_PPSBefore_tick = LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125;
+                BG_PPSAfter_tick = 0;
+                BG_PPSDiff_tick = LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125;
+                BG_PPSMissing_tick = LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125;
+                cout << "Last PPS is earlier than beamgate, before is the last, after is 0, diff is the last, missing is the last" << endl;
+            }
+        }
+        else
+        {
+            // if the first PPS is earlier than beamgate, and the last PPS is later than beamgate, then find the closest PPS before and after
+            for (int i = 0; i < LAPPD_PPS.size() - 1; i++)
+            {
+                if (LAPPD_PPS.at(i) / 3125 < LAPPDDataBeamgateUL.at(l) / 3125 && LAPPD_PPS.at(i + 1) / 3125 > LAPPDDataBeamgateUL.at(l) / 3125)
+                {
+                    BG_PPSBefore_tick = LAPPD_PPS.at(i) / 3125;
+                    BG_PPSAfter_tick = LAPPD_PPS.at(i + 1) / 3125;
+                    BG_PPSDiff_tick = LAPPD_PPS.at(i + 1) / 3125 - LAPPD_PPS.at(i) / 3125;
+                    ULong64_t DiffTick = (LAPPD_PPS.at(i + 1) - LAPPD_PPS.at(i)) / 3125 - 1000;
+                    BG_PPSMissing_tick = 3200000000 - DiffTick;
+                    cout << "Found PPS before and after the beamgate, before: " << BG_PPSBefore_tick << ", after: " << BG_PPSAfter_tick << ", diff: " << BG_PPSDiff_tick << ", missing: " << BG_PPSMissing_tick << endl;
+                    break;
+                }
+            }
+        }
+
+        // do the samething for timestamp
+        cout << "Start finding PPS before and after the timestamp" << endl;
+
+        if ((LAPPD_PPS.at(0) / 3125 > LAPPDDataTimeStampUL.at(l) / 3125) || (LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125 < LAPPDDataTimeStampUL.at(l) / 3125))
+        {
+            if (LAPPD_PPS.at(0) / 3125 > LAPPDDataTimeStampUL.at(l) / 3125)
+            {
+                TS_PPSBefore_tick = 0;
+                TS_PPSAfter_tick = LAPPD_PPS.at(0) / 3125;
+                TS_PPSDiff_tick = LAPPD_PPS.at(0) / 3125;
+                TS_PPSMissing_tick = LAPPD_PPS.at(0) / 3125;
+                cout << "First PPS is later than timestamp, before is 0, after is the first, diff is the first, missing is the first" << endl;
+            }
+            if (LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125 < LAPPDDataTimeStampUL.at(l) / 3125)
+            {
+                TS_PPSBefore_tick = LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125;
+                TS_PPSAfter_tick = 0;
+                TS_PPSDiff_tick = LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125;
+                TS_PPSMissing_tick = LAPPD_PPS.at(LAPPD_PPS.size() - 1) / 3125;
+                cout << "Last PPS is earlier than timestamp, before is the last, after is 0, diff is the last, missing is the last" << endl;
+            }
+        }
+        else
+        {
+            for (int i = 0; i < LAPPD_PPS.size() - 1; i++)
+            {
+                if (LAPPD_PPS.at(i) / 3125 < LAPPDDataTimeStampUL.at(l) / 3125 && LAPPD_PPS.at(i + 1) / 3125 > LAPPDDataTimeStampUL.at(l) / 3125)
+                {
+                    TS_PPSBefore_tick = LAPPD_PPS.at(i) / 3125;
+                    TS_PPSAfter_tick = LAPPD_PPS.at(i + 1) / 3125;
+                    TS_PPSDiff_tick = LAPPD_PPS.at(i + 1) / 3125 - LAPPD_PPS.at(i) / 3125;
+                    ULong64_t DiffTick = (LAPPD_PPS.at(i + 1) - LAPPD_PPS.at(i)) / 3125 - 1000;
+                    TS_PPSMissing_tick = 3200000000 - DiffTick;
+                    cout << "Found PPS before and after the timestamp, before: " << TS_PPSBefore_tick << ", after: " << TS_PPSAfter_tick << ", diff: " << TS_PPSDiff_tick << ", missing: " << TS_PPSMissing_tick << endl;
+                    break;
+                }
+            }
+        }
+
         TimeStampRaw.push_back(LAPPDDataTimeStampUL.at(l) / 3125);
         BeamGateRaw.push_back(LAPPDDataBeamgateUL.at(l) / 3125);
         TimeStamp_ns.push_back(DriftCorrectedTS_ns);
@@ -582,6 +690,15 @@ vector<vector<ULong64_t>> fitInThisReset(
         // to get ps, should minus the TS_truncated_ps
         CTCTriggerIndex.push_back(matchedIndex);
         CTCTriggerTimeStamp_ns.push_back(CTCTrigger.at(matchedIndex));
+
+        BG_PPSBefore.push_back(BG_PPSBefore_tick);
+        BG_PPSAfter.push_back(BG_PPSAfter_tick);
+        BG_PPSDiff.push_back(BG_PPSDiff_tick);
+        BG_PPSMiss.push_back(BG_PPSMissing_tick);
+        TS_PPSBefore.push_back(TS_PPSBefore_tick);
+        TS_PPSAfter.push_back(TS_PPSAfter_tick);
+        TS_PPSDiff.push_back(TS_PPSDiff_tick);
+        TS_PPSMiss.push_back(TS_PPSMissing_tick);
     }
     ULong64_t totalEventNumber = LAPPDDataTimeStampUL.size();
     ULong64_t gotOrphanCount_out = gotOrphanCount;
@@ -594,7 +711,7 @@ vector<vector<ULong64_t>> fitInThisReset(
 
     vector<ULong64_t> FitInfo = {final_offset_ns, final_offset_ps_negative, gotOrphanCount_out, gotMin_mean_dev_noOrphan_out, increament_times_out, min_mean_dev_out, final_i_out, final_j_out, totalEventNumber, drift_out};
 
-    vector<vector<ULong64_t>> Result = {FitInfo, TimeStampRaw, BeamGateRaw, TimeStamp_ns, BeamGate_ns, TimeStamp_ps, BeamGate_ps, EventIndex, EventDeviation_ns, CTCTriggerIndex, CTCTriggerTimeStamp_ns, BeamGate_correction_tick, TimeStamp_correction_tick, LAPPD_PPS_interval_ticks};
+    vector<vector<ULong64_t>> Result = {FitInfo, TimeStampRaw, BeamGateRaw, TimeStamp_ns, BeamGate_ns, TimeStamp_ps, BeamGate_ps, EventIndex, EventDeviation_ns, CTCTriggerIndex, CTCTriggerTimeStamp_ns, BeamGate_correction_tick, TimeStamp_correction_tick, LAPPD_PPS_interval_ticks, BG_PPSBefore, BG_PPSAfter, BG_PPSDiff, BG_PPSMiss, TS_PPSBefore, TS_PPSAfter, TS_PPSDiff, TS_PPSMiss};
     return Result;
 }
 
@@ -993,6 +1110,14 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
     long long BGCorrection_tick;
     long long TSCorrection_tick;
     ULong64_t LAPPD_PPS_interval_ticks;
+    ULong64_t BG_PPSBefore_tick;
+    ULong64_t BG_PPSAfter_tick;
+    ULong64_t BG_PPSDiff_tick;
+    ULong64_t BG_PPSMissing_tick;
+    ULong64_t TS_PPSBefore_tick;
+    ULong64_t TS_PPSAfter_tick;
+    ULong64_t TS_PPSDiff_tick;
+    ULong64_t TS_PPSMissing_tick;
     tOut->Branch("runNumber", &runNumber_out, "runNumber/I");
     tOut->Branch("subRunNumber", &subRunNumber_out, "subRunNumber/I");
     tOut->Branch("partFileNumber", &partFileNumber_out, "partFileNumber/I");
@@ -1025,6 +1150,14 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
     tOut->Branch("BGCorrection_tick", &BGCorrection_tick, "BGCorrection_tick/l");
     tOut->Branch("TSCorrection_tick", &TSCorrection_tick, "TSCorrection_tick/l");
     tOut->Branch("LAPPD_PPS_interval_ticks", &LAPPD_PPS_interval_ticks, "LAPPD_PPS_interval_ticks/l");
+    tOut->Branch("BG_PPSBefore_tick", &BG_PPSBefore_tick, "BG_PPSBefore_tick/l");
+    tOut->Branch("BG_PPSAfter_tick", &BG_PPSAfter_tick, "BG_PPSAfter_tick/l");
+    tOut->Branch("BG_PPSDiff_tick", &BG_PPSDiff_tick, "BG_PPSDiff_tick/l");
+    tOut->Branch("BG_PPSMissing_tick", &BG_PPSMissing_tick, "BG_PPSMissing_tick/l");
+    tOut->Branch("TS_PPSBefore_tick", &TS_PPSBefore_tick, "TS_PPSBefore_tick/l");
+    tOut->Branch("TS_PPSAfter_tick", &TS_PPSAfter_tick, "TS_PPSAfter_tick/l");
+    tOut->Branch("TS_PPSDiff_tick", &TS_PPSDiff_tick, "TS_PPSDiff_tick/l");
+    tOut->Branch("TS_PPSMissing_tick", &TS_PPSMissing_tick, "TS_PPSMissing_tick/l");
     std::ofstream outputEvents("outputEvents.txt");
     for (auto it = ResultMap.begin(); it != ResultMap.end(); it++)
     {
@@ -1039,19 +1172,22 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
         partFileNumber_out = std::stoi(key.substr(key.find("_", key.find("_") + 1) + 1, key.find("_", key.find("_", key.find("_") + 1) + 1) - key.find("_", key.find("_") + 1) - 1));
         LAPPD_ID_out = std::stoi(key.substr(key.find("_", key.find("_", key.find("_") + 1) + 1) + 1, key.size() - key.find("_", key.find("_", key.find("_") + 1) + 1) - 1));
         final_offset_ns_0 = Result[0][0];
-        final_offset_ns_1 = Result[14][0];
+        final_offset_ns_1 = Result[22][0];
         final_offset_ps_negative_0 = Result[0][1];
-        final_offset_ps_negative_1 = Result[14][1];
+        final_offset_ps_negative_1 = Result[22][1];
         gotOrphanCount_0 = Result[0][2];
-        gotOrphanCount_1 = Result[14][2];
+        gotOrphanCount_1 = Result[22][2];
         gotMin_mean_dev_noOrphan_0 = Result[0][3];
-        gotMin_mean_dev_noOrphan_1 = Result[14][3];
+        gotMin_mean_dev_noOrphan_1 = Result[22][3];
         increament_times_0 = Result[0][4];
-        increament_times_1 = Result[14][4];
+        increament_times_1 = Result[22][4];
         min_mean_dev_0 = Result[0][5];
-        min_mean_dev_1 = Result[14][5];
+        min_mean_dev_1 = Result[22][5];
         EventNumberInThisPartFile = Result[0][8];
 
+        //                                      0           1           2           3           4               5               6           7           8                    9           10                     11                          12                          13                      14              15          16          17          18          19              20          21
+        // vector<vector<ULong64_t>> Result = {FitInfo, TimeStampRaw, BeamGateRaw, TimeStamp_ns, BeamGate_ns, TimeStamp_ps, BeamGate_ps, EventIndex, EventDeviation_ns, CTCTriggerIndex, CTCTriggerTimeStamp_ns, BeamGate_correction_tick, TimeStamp_correction_tick, LAPPD_PPS_interval_ticks, BG_PPSBefore, BG_PPSAfter, BG_PPSDiff, BG_PPSMiss, TS_PPSBefore, TS_PPSAfter, TS_PPSDiff, TS_PPSMiss};
+        // any Result[x] , if x>13, x = x + 8
         for (int j = 0; j < Result[1].size(); j++)
         {
             long long BGTdiff = Result[4][j] - Result[10][j] - 325250;
@@ -1068,11 +1204,19 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
             CTCTriggerIndex = Result[9][j];
             CTCTriggerTimeStamp_ns = Result[10][j];
             EventDeviation_ns_0 = Result[8][j];
-            EventDeviation_ns_1 = Result[20][j];
+            EventDeviation_ns_1 = Result[28][j];
             BGMinusTrigger_ns = BGTdiff;
             BGCorrection_tick = Result[11][j];
             TSCorrection_tick = Result[12][j];
             LAPPD_PPS_interval_ticks = Result[13][j];
+            BG_PPSBefore_tick = Result[14][j];
+            BG_PPSAfter_tick = Result[15][j];
+            BG_PPSDiff_tick = Result[16][j];
+            BG_PPSMissing_tick = Result[17][j];
+            TS_PPSBefore_tick = Result[18][j];
+            TS_PPSAfter_tick = Result[19][j];
+            TS_PPSDiff_tick = Result[20][j];
+            TS_PPSMissing_tick = Result[21][j];
             tOut->Fill();
         }
         outputOffset << runNumber_out << "\t" << subRunNumber_out << "\t" << partFileNumber_out << "\t" << 0 << "\t" << LAPPD_ID_out << "\t" << final_offset_ns_0 << "\t" << final_offset_ns_1 << "\t" << final_offset_ps_negative_0 << "\t" << final_offset_ps_negative_1 << "\t" << gotOrphanCount_0 << "\t" << gotOrphanCount_1 << "\t" << EventNumberInThisPartFile << "\t" << gotMin_mean_dev_noOrphan_0 << "\t" << gotMin_mean_dev_noOrphan_1 << "\t" << increament_times_0 << "\t" << increament_times_1 << "\t" << min_mean_dev_0 << "\t" << min_mean_dev_1 << std::endl;

From f615bfd9251f56c9eebe65337679c38420046adc Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Fri, 26 Jul 2024 20:00:53 -0500
Subject: [PATCH 074/163] add pulse information in LAPPDHit, save the pulse
 information for hits in the Tree Maker

 Changes to be committed:
	modified:   DataModel/LAPPDHit.h
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
---
 DataModel/LAPPDHit.h                                  | 7 +++++++
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp | 4 +++-
 2 files changed, 10 insertions(+), 1 deletion(-)

diff --git a/DataModel/LAPPDHit.h b/DataModel/LAPPDHit.h
index 7e34c8d7f..251ac38b8 100755
--- a/DataModel/LAPPDHit.h
+++ b/DataModel/LAPPDHit.h
@@ -82,6 +82,13 @@ class LAPPDHit : public Hit
 			ar & Position;
 			ar & LocalPosition;
 			ar & Charge;
+
+			ar & Pulse1LastTime;
+			ar & Pulse2LastTime;
+			ar & Pulse1StartTime;
+			ar & Pulse2StartTime;
+			ar & pulse1;
+			ar & pulse2;
 		}
 	}
 };
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 0017fe987..e8a4c2e81 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -1329,6 +1329,8 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
         fLAPPDHitTime.push_back(thisHit.GetTime());
         fLAPPDHitAmp.push_back(thisHit.GetCharge());
         vector<double> position = thisHit.GetPosition();
+        p1.Print();
+        p2.Print();
         /*
         XPosTank = position.at(0);
         YPosTank = position.at(1);
@@ -1340,7 +1342,7 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
         // fLAPPDHitP2StartTime.push_back(thisHit.GetPulse2StartTime());
         // fLAPPDHitP1EndTime.push_back(thisHit.GetPulse1LastTime());
         // fLAPPDHitP2EndTime.push_back(thisHit.GetPulse2LastTime());
-
+        cout<<"Pulse 1 start time: "<<p1.GetLowRange()<<", Pulse 2 start time: "<<p2.GetLowRange()<<endl;
         fLAPPDHitP1StartTime.push_back(p1.GetLowRange());
         fLAPPDHitP2StartTime.push_back(p2.GetLowRange());
         fLAPPDHitP1EndTime.push_back(p1.GetHiRange());

From 321ec991bde93a2ff797bbdc97a315537ed4652f Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Fri, 26 Jul 2024 20:03:13 -0500
Subject: [PATCH 075/163] Remove the pulse info printing in the tree maker

---
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp | 2 --
 1 file changed, 2 deletions(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index e8a4c2e81..40e2ee80e 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -1329,8 +1329,6 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
         fLAPPDHitTime.push_back(thisHit.GetTime());
         fLAPPDHitAmp.push_back(thisHit.GetCharge());
         vector<double> position = thisHit.GetPosition();
-        p1.Print();
-        p2.Print();
         /*
         XPosTank = position.at(0);
         YPosTank = position.at(1);

From c9835ca1892e725043c05255ff5a79dcb06e7d3e Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Sat, 27 Jul 2024 00:17:05 -0500
Subject: [PATCH 076/163]  Changes to be committed: 	modified:  
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp 	modified:  
 configfiles/BeamClusterAnalysis/ToolsConfig

---
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp | 2 +-
 configfiles/BeamClusterAnalysis/ToolsConfig           | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 40e2ee80e..c21eca4ae 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -1340,7 +1340,7 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
         // fLAPPDHitP2StartTime.push_back(thisHit.GetPulse2StartTime());
         // fLAPPDHitP1EndTime.push_back(thisHit.GetPulse1LastTime());
         // fLAPPDHitP2EndTime.push_back(thisHit.GetPulse2LastTime());
-        cout<<"Pulse 1 start time: "<<p1.GetLowRange()<<", Pulse 2 start time: "<<p2.GetLowRange()<<endl;
+        //cout<<"Pulse 1 start time: "<<p1.GetLowRange()<<", Pulse 2 start time: "<<p2.GetLowRange()<<endl;
         fLAPPDHitP1StartTime.push_back(p1.GetLowRange());
         fLAPPDHitP2StartTime.push_back(p2.GetLowRange());
         fLAPPDHitP1EndTime.push_back(p1.GetHiRange());
diff --git a/configfiles/BeamClusterAnalysis/ToolsConfig b/configfiles/BeamClusterAnalysis/ToolsConfig
index acd57e65e..4436c2036 100644
--- a/configfiles/BeamClusterAnalysis/ToolsConfig
+++ b/configfiles/BeamClusterAnalysis/ToolsConfig
@@ -9,10 +9,10 @@ myClusterClassifiers ClusterClassifiers ./configfiles/BeamClusterAnalysis/Cluste
 myEventSelector EventSelector ./configfiles/BeamClusterAnalysis/EventSelectorConfig
 
 LAPPDLoadStore LAPPDLoadStore configfiles/LAPPDProcessedAna/Configs
-#LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDProcessedAna/ConfigStoreReadIn
-#LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDProcessedAna/ConfigPreProcess
-#LAPPDBaseline LAPPDBaseline configfiles/LAPPDProcessedAna/ConfigPreProcess
-#LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot
+LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDProcessedAna/ConfigStoreReadIn
+LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDProcessedAna/ConfigPreProcess
+LAPPDBaseline LAPPDBaseline configfiles/LAPPDProcessedAna/ConfigPreProcess
+LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot
 
 FitRWMWaveform FitRWMWaveform ./configfiles/BeamClusterAnalysis/FitRWMWaveformConfig
 

From bb595aeddd0ecebf2f75bf3298f0e6c05ff08844 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Mon, 29 Jul 2024 16:39:36 -0500
Subject: [PATCH 077/163] Add an option to not load PPS infor in the
 LAPPDLoadStore and tree make for preprocessed data without PPS  Changes to be
 committed: 	modified:  
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp 	modified:  
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h 	modified:  
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp 	modified:  
 UserTools/LAPPDLoadStore/LAPPDLoadStore.h 	modified:  
 configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig 	modified:  
 configfiles/LAPPDProcessedAna/Configs

---
 .../ANNIEEventTreeMaker.cpp                   |  5 ++
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  1 +
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   | 85 +++++++++++--------
 UserTools/LAPPDLoadStore/LAPPDLoadStore.h     | 34 ++++----
 .../ANNIEEventTreeMakerConfig                 |  1 +
 configfiles/LAPPDProcessedAna/Configs         |  1 +
 6 files changed, 71 insertions(+), 56 deletions(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index c21eca4ae..b0a0746ca 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -42,6 +42,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("LAPPDData_fill", LAPPDData_fill);
   m_variables.Get("SiPMPulseInfo_fill", SiPMPulseInfo_fill);
   m_variables.Get("LAPPDReco_fill", LAPPDReco_fill);
+  m_variables.Get("LAPPD_PPS_fill", LAPPD_PPS_fill);
 
   std::string output_filename = "ANNIEEventTree.root";
   m_variables.Get("OutputFile", output_filename);
@@ -180,6 +181,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("LAPPD_TSCorrection", &fLAPPD_TSCorrection);
     fANNIETree->Branch("LAPPD_BGCorrection", &fLAPPD_BGCorrection);
     fANNIETree->Branch("LAPPD_OSInMinusPS", &fLAPPD_OSInMinusPS);
+    if(LAPPD_PPS_fill){
     fANNIETree->Branch("LAPPD_BGPPSBefore", &fLAPPD_BGPPSBefore);
     fANNIETree->Branch("LAPPD_BGPPSAfter", &fLAPPD_BGPPSAfter);
     fANNIETree->Branch("LAPPD_BGPPSDiff", &fLAPPD_BGPPSDiff);
@@ -188,6 +190,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("LAPPD_TSPPSAfter", &fLAPPD_TSPPSAfter);
     fANNIETree->Branch("LAPPD_TSPPSDiff", &fLAPPD_TSPPSDiff);
     fANNIETree->Branch("LAPPD_TSPPSMissing", &fLAPPD_TSPPSMissing);
+    }
   }
 
   // LAPPD reconstruction information
@@ -630,6 +633,7 @@ void ANNIEEventTreeMaker::ResetVariables()
   fLAPPD_TSCorrection.clear();
   fLAPPD_BGCorrection.clear();
   fLAPPD_OSInMinusPS.clear();
+  // LAPPD_PPS_fill
   fLAPPD_BGPPSBefore.clear();
   fLAPPD_BGPPSAfter.clear();
   fLAPPD_BGPPSDiff.clear();
@@ -896,6 +900,7 @@ void ANNIEEventTreeMaker::ResetVariables()
   LAPPDTSCorrection.clear();
   LAPPDBGCorrection.clear();
   LAPPDOSInMinusPS.clear();
+  // LAPPD_PPS_fill
   LAPPDBG_PPSBefore.clear();
   LAPPDBG_PPSAfter.clear();
   LAPPDBG_PPSDiff.clear();
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 1a7a4505f..bef8821b4 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -110,6 +110,7 @@ class ANNIEEventTreeMaker : public Tool
     bool MRDHitInfo_fill = 1;
     bool LAPPDData_fill = 1;
     bool RWMBRF_fill = 1;
+    bool LAPPD_PPS_fill = 1;
 
     // What reco information will be filled
     bool MCTruth_fill = 0; // Output the MC truth information
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index b74d8b62c..3d0eda87f 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -41,6 +41,8 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
     m_variables.Get("loadPPS", loadPPS);
     loadOffsets = false;
     m_variables.Get("loadOffsets", loadOffsets);
+    LoadBuiltPPSInfo = true;
+    m_variables.Get("LoadBuiltPPSInfo", LoadBuiltPPSInfo);
     // Control variables in this tool, initialized in this tool
     NonEmptyEvents = 0;
     NonEmptyDataEvents = 0;
@@ -186,7 +188,7 @@ bool LAPPDLoadStore::Execute()
     {
         bool gotDataStream = m_data->Stores.at("ANNIEEvent")->Get("DataStreams", DataStreams);
         bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
-        if (getMap && DataStreams["LAPPD"]==true && LAPPDDataMap.size() > 0)
+        if (getMap && DataStreams["LAPPD"] == true && LAPPDDataMap.size() > 0)
         {
             // cout << "Outside, size of LAPPDDatamap = " << LAPPDDataMap.size() << endl;
             bool gotBeamgates_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
@@ -197,24 +199,28 @@ bool LAPPDLoadStore::Execute()
             bool gotTSCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
             bool gotDBGCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
             bool gotOSInMinusPS = m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
-
-            bool gotBG_PPSBefore = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
-            bool gotBG_PPSAfter = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
-            bool gotBG_PPSDiff = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
-            bool gotBG_PPSMissing = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
-            bool gotTS_PPSBefore = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
-            bool gotTS_PPSAfter = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
-            bool gotTS_PPSDiff = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
-            bool gotTS_PPSMissing = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
-            if (LAPPDStoreReadInVerbosity > 3)
+            if (LoadBuiltPPSInfo)
             {
-                cout << "LAPPDLoadStore: gotOffsets = " << gotOffsets << ", gotBG_PPSBefore = " << gotBG_PPSBefore << ", gotTS_PPSBefore = " << gotTS_PPSBefore << endl;
-                cout << "Size of LAPPDDataMap = " << LAPPDDataMap.size() << ", LAPPDOffsets = " << LAPPDOffsets.size() << ", LAPPDBG_PPSBefore = " << LAPPDBG_PPSBefore.size() << ", LAPPDTS_PPSBefore = " << LAPPDTS_PPSBefore.size() << endl;
+                bool gotBG_PPSBefore = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+                bool gotBG_PPSAfter = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+                bool gotBG_PPSDiff = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+                bool gotBG_PPSMissing = m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+                bool gotTS_PPSBefore = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+                bool gotTS_PPSAfter = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+                bool gotTS_PPSDiff = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+                bool gotTS_PPSMissing = m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+                if (LAPPDStoreReadInVerbosity > 3)
+                {
+                    cout << "LAPPDLoadStore: gotOffsets = " << gotOffsets << ", gotBG_PPSBefore = " << gotBG_PPSBefore << ", gotTS_PPSBefore = " << gotTS_PPSBefore << endl;
+                    cout << "Size of LAPPDDataMap = " << LAPPDDataMap.size() << ", LAPPDOffsets = " << LAPPDOffsets.size() << ", LAPPDBG_PPSBefore = " << LAPPDBG_PPSBefore.size() << ", LAPPDTS_PPSBefore = " << LAPPDTS_PPSBefore.size() << endl;
 
-                cout << "gotBG_PPSBefore = " << gotBG_PPSBefore << ", gotBG_PPSAfter = " << gotBG_PPSAfter << ", gotBG_PPSDiff = " << gotBG_PPSDiff << ", gotBG_PPSMissing = " << gotBG_PPSMissing << endl;
-                cout << "gotTS_PPSBefore = " << gotTS_PPSBefore << ", gotTS_PPSAfter = " << gotTS_PPSAfter << ", gotTS_PPSDiff = " << gotTS_PPSDiff << ", gotTS_PPSMissing = " << gotTS_PPSMissing << endl;
+                    cout << "gotBG_PPSBefore = " << gotBG_PPSBefore << ", gotBG_PPSAfter = " << gotBG_PPSAfter << ", gotBG_PPSDiff = " << gotBG_PPSDiff << ", gotBG_PPSMissing = " << gotBG_PPSMissing << endl;
+                    cout << "gotTS_PPSBefore = " << gotTS_PPSBefore << ", gotTS_PPSAfter = " << gotTS_PPSAfter << ", gotTS_PPSDiff = " << gotTS_PPSDiff << ", gotTS_PPSMissing = " << gotTS_PPSMissing << endl;
+                }
             }
-        }else{
+        }
+        else
+        {
             return true;
         }
     }
@@ -448,22 +454,26 @@ bool LAPPDLoadStore::Execute()
                 LAPPDLoadedTSCorrections.push_back(LAPPDTSCorrection.at(time));
                 LAPPDLoadedBGCorrections.push_back(LAPPDBGCorrection.at(time));
                 LAPPDLoadedOSInMinusPS.push_back(LAPPDOSInMinusPS.at(time));
-                LAPPDLoadedBG_PPSBefore.push_back(LAPPDBG_PPSBefore.at(time));
-                LAPPDLoadedBG_PPSAfter.push_back(LAPPDBG_PPSAfter.at(time));
-                LAPPDLoadedBG_PPSDiff.push_back(LAPPDBG_PPSDiff.at(time));
-                LAPPDLoadedBG_PPSMissing.push_back(LAPPDBG_PPSMissing.at(time));
-                LAPPDLoadedTS_PPSBefore.push_back(LAPPDTS_PPSBefore.at(time));
-                LAPPDLoadedTS_PPSAfter.push_back(LAPPDTS_PPSAfter.at(time));
-                LAPPDLoadedTS_PPSDiff.push_back(LAPPDTS_PPSDiff.at(time));
-                LAPPDLoadedTS_PPSMissing.push_back(LAPPDTS_PPSMissing.at(time));
 
                 if (LAPPDStoreReadInVerbosity > 2)
                     cout << "parsing finished for LAPPD_ID " << LAPPD_ID << " at time " << time << endl;
 
-                if (LAPPDTS_PPSMissing.at(time) != LAPPDBG_PPSMissing.at(time) && ((LAPPDTS_PPSMissing.at(time) > -100 && LAPPDTS_PPSMissing.at(time) < 100) || (LAPPDBG_PPSMissing.at(time) > -100 && LAPPDBG_PPSMissing.at(time) < 100)))
+                if (LoadBuiltPPSInfo)
                 {
-                    cout << "LAPPDLoadStore: PPS missing number is not the same on BG and TS for LAPPD_ID " << LAPPD_ID << " at time " << time << ", BG: " << LAPPDBG_PPSMissing.at(time) << ", TS: " << LAPPDTS_PPSMissing.at(time) << endl;
-                    cout << "LAPPDLoadStore: BG_PPSDiff: " << LAPPDBG_PPSDiff.at(time) << ", TS_PPSDiff: " << LAPPDTS_PPSDiff.at(time) << endl;
+                    LAPPDLoadedBG_PPSBefore.push_back(LAPPDBG_PPSBefore.at(time));
+                    LAPPDLoadedBG_PPSAfter.push_back(LAPPDBG_PPSAfter.at(time));
+                    LAPPDLoadedBG_PPSDiff.push_back(LAPPDBG_PPSDiff.at(time));
+                    LAPPDLoadedBG_PPSMissing.push_back(LAPPDBG_PPSMissing.at(time));
+                    LAPPDLoadedTS_PPSBefore.push_back(LAPPDTS_PPSBefore.at(time));
+                    LAPPDLoadedTS_PPSAfter.push_back(LAPPDTS_PPSAfter.at(time));
+                    LAPPDLoadedTS_PPSDiff.push_back(LAPPDTS_PPSDiff.at(time));
+                    LAPPDLoadedTS_PPSMissing.push_back(LAPPDTS_PPSMissing.at(time));
+
+                    if (LAPPDTS_PPSMissing.at(time) != LAPPDBG_PPSMissing.at(time) && ((LAPPDTS_PPSMissing.at(time) > -100 && LAPPDTS_PPSMissing.at(time) < 100) || (LAPPDBG_PPSMissing.at(time) > -100 && LAPPDBG_PPSMissing.at(time) < 100)))
+                    {
+                        cout << "LAPPDLoadStore: PPS missing number is not the same on BG and TS for LAPPD_ID " << LAPPD_ID << " at time " << time << ", BG: " << LAPPDBG_PPSMissing.at(time) << ", TS: " << LAPPDTS_PPSMissing.at(time) << endl;
+                        cout << "LAPPDLoadStore: BG_PPSDiff: " << LAPPDBG_PPSDiff.at(time) << ", TS_PPSDiff: " << LAPPDTS_PPSDiff.at(time) << endl;
+                    }
                 }
             }
             NonEmptyEvents += 1;
@@ -491,16 +501,17 @@ bool LAPPDLoadStore::Execute()
         m_data->Stores["ANNIEEvent"]->Set("LAPPDTSCorrection", LAPPDTSCorrection);
         m_data->Stores["ANNIEEvent"]->Set("LAPPDBGCorrection", LAPPDBGCorrection);
         m_data->Stores["ANNIEEvent"]->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
-
-        m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
-        m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
-        m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
-        m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
-        m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
-        m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
-        m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
-        m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
-
+        if (LoadBuiltPPSInfo)
+        {
+            m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+            m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+            m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+            m_data->Stores["ANNIEEvent"]->Set("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+            m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+            m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+            m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+            m_data->Stores["ANNIEEvent"]->Set("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+        }
         // TODO: save other timestamps, variables and metadata for later use
 
         if (eventNo % 100 == 0)
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
index c3bb8c3be..4a89b3512 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
@@ -26,7 +26,7 @@ class LAPPDLoadStore : public Tool
 {
 
 public:
-    LAPPDLoadStore();                                       ///< Simple constructor
+    LAPPDLoadStore();                                         ///< Simple constructor
     bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
     bool Execute();                                           ///< Execute function used to perform Tool purpose.
     bool Finalise();                                          ///< Finalise function used to clean up resources.
@@ -63,20 +63,20 @@ class LAPPDLoadStore : public Tool
     bool ReadStorePdeFile;
     bool MultiLAPPDMap; // loading map of multiple LAPPDs from ANNIEEvent
     bool loadOffsets;
+    bool LoadBuiltPPSInfo;
     // Variables that you need in the tool
     int retval; // track the data parsing and meta parsing status
     int eventNo;
     double CLOCK_to_NSEC;
     int errorEventsNumber;
     bool runInfoLoaded;
-    
 
     // LAPPD tool chain, control variables (Will be shared in multiple LAPPD tools to show the state of the tool chain in each loop)
     // Variables that you get from the config file
-    int stopEntries;      // stop tool chain after loading this number of PSEC data events
-    int NonEmptyEvents;   // count how many non empty data events were loaded
+    int stopEntries;        // stop tool chain after loading this number of PSEC data events
+    int NonEmptyEvents;     // count how many non empty data events were loaded
     int NonEmptyDataEvents; // count how many non empty data events were loaded
-    bool PsecReceiveMode; // Get PSEC data from CStore or Stores["ANNIEEvent"]. 1: CStore, 0: Stores["ANNIEEvent"]
+    bool PsecReceiveMode;   // Get PSEC data from CStore or Stores["ANNIEEvent"]. 1: CStore, 0: Stores["ANNIEEvent"]
     string OutputWavLabel;
     string InputWavLabel;
     int NChannels;
@@ -151,28 +151,24 @@ class LAPPDLoadStore : public Tool
 
     // data variables don't need to be cleared in each loop
     // these are loaded offset for event building
-    std::map<string, vector<uint64_t>> Offsets;     // Loaded offset, use string = run number + sub run number + partfile number as key.
-    std::map<string, vector<int>> Offsets_minus_ps; // offset in ps, use offset - this/1e3 as the real offset
-    std::map<string, vector<int>> BGCorrections;    // Loaded BGcorrections, same key as Offsets, but offset saved on event by event basis in that part file, in unit of ticks
-    std::map<string, vector<int>> TSCorrections;    // TS corrections, in unit of ticks
-    std::map<string, vector<uint64_t>> BG_PPSBefore_loaded;     // BG PPS before, in unit of ticks
-    std::map<string, vector<uint64_t>> BG_PPSAfter_loaded;      // BG PPS after, in unit of ticks
+    std::map<string, vector<uint64_t>> Offsets;             // Loaded offset, use string = run number + sub run number + partfile number as key.
+    std::map<string, vector<int>> Offsets_minus_ps;         // offset in ps, use offset - this/1e3 as the real offset
+    std::map<string, vector<int>> BGCorrections;            // Loaded BGcorrections, same key as Offsets, but offset saved on event by event basis in that part file, in unit of ticks
+    std::map<string, vector<int>> TSCorrections;            // TS corrections, in unit of ticks
+    std::map<string, vector<uint64_t>> BG_PPSBefore_loaded; // BG PPS before, in unit of ticks
+    std::map<string, vector<uint64_t>> BG_PPSAfter_loaded;  // BG PPS after, in unit of ticks
     std::map<string, vector<uint64_t>> BG_PPSDiff_loaded;   // BG PPS Diff
-    std::map<string, vector<int>> BG_PPSMissing_loaded;  // BG PPS Missing
-    std::map<string, vector<uint64_t>> TS_PPSBefore_loaded;   // TS PPS before, in unit of ticks
-    std::map<string, vector<uint64_t>> TS_PPSAfter_loaded;    // TS PPS after, in unit of ticks
+    std::map<string, vector<int>> BG_PPSMissing_loaded;     // BG PPS Missing
+    std::map<string, vector<uint64_t>> TS_PPSBefore_loaded; // TS PPS before, in unit of ticks
+    std::map<string, vector<uint64_t>> TS_PPSAfter_loaded;  // TS PPS after, in unit of ticks
     std::map<string, vector<uint64_t>> TS_PPSDiff_loaded;   // TS PPS Diff
-    std::map<string, vector<int>> TS_PPSMissing_loaded;  // TS PPS Missing
-
+    std::map<string, vector<int>> TS_PPSMissing_loaded;     // TS PPS Missing
 
     int runNumber;
     int subRunNumber;
     int partFileNumber;
     int eventNumberInPF;
     std::ofstream debugStoreReadIn;
-
-
-
 };
 
 #endif
diff --git a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
index c34f5e446..3828160fe 100644
--- a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
+++ b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
@@ -27,3 +27,4 @@ HasGenie 0
 LAPPDData_fill 1
 LAPPDReco_fill 1
 RWMBRF_fill 1
+LAPPD_PPS_fill 1
diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
index 0772b6901..95d3663c7 100644
--- a/configfiles/LAPPDProcessedAna/Configs
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -45,6 +45,7 @@ SelectedLAPPD 0
 loadPSEC 1
 loadPPS 0
 loadOffsets 0
+LoadBuiltPPSInfo 1
 num_vector_data 7795
 num_vector_pps 16
 

From 8b0d021bdba65af4385a75661143215a73819389 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Thu, 1 Aug 2024 14:07:09 -0500
Subject: [PATCH 078/163]  Changes to be committed: 	modified:  
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp 	modified:  
 UserTools/EBSaver/EBSaver.cpp 	modified:  
 UserTools/FindMrdTracks/FindMrdTracks.cpp 	modified:  
 configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig

---
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp    | 2 +-
 UserTools/EBSaver/EBSaver.cpp                            | 9 +++++----
 UserTools/FindMrdTracks/FindMrdTracks.cpp                | 3 ++-
 .../LAPPDProcessedFilter/ProcessedLAPPDFilterConfig      | 2 +-
 4 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index b0a0746ca..1ff9ce46e 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -104,7 +104,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("beam_VPTG2", &beam_VPTG2, "beam_VPTG2/D");
     fANNIETree->Branch("beam_BTH2T2", &beam_BTH2T2, "beam_BTH2T2/D");
     fANNIETree->Branch("BeamInfoTime", &fBeamInfoTime, "BeamInfoTime/l");
-    fANNIETree->Branch("BeamInfoTimeToTriggerDiff", &fBeamInfoTimeToTriggerDiff, "BeamInfoTimeToTriggerDiff/G");
+    fANNIETree->Branch("BeamInfoTimeToTriggerDiff", &fBeamInfoTimeToTriggerDiff, "BeamInfoTimeToTriggerDiff/L");
   }
 
   if (RWMBRF_fill)
diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index 11f2ce8ec..b07780d2c 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -1420,11 +1420,11 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
   {
     Log("EBSaver: Failed to find the closest beam info timestamp to trigger time", v_message, verbosityEBSaver);
 
-    uint64_t beamInfoTime = 0;
+    uint64_t beamInfoTime_long = 0;
     int64_t timeDiff = -9999;
     double defaultVal = -9999.;
     int beam_good = 0;
-    ANNIEEvent->Set("BeamInfoTime", beamInfoTime);
+    ANNIEEvent->Set("BeamInfoTime", beamInfoTime_long);
     ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", timeDiff);
     ANNIEEvent->Set("beam_E_TOR860", defaultVal);
     ANNIEEvent->Set("beam_E_TOR875", defaultVal);
@@ -1447,7 +1447,8 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
 
     // get the precise difference
     uint64_t beamInfoTime = BeamInfoTimestamps.at(minIndex);
-    int64_t timeDiff = (beamInfoTime > TriggerTime) ? beamInfoTime - TriggerTime : -static_cast<int64_t>(TriggerTime - beamInfoTime);
+    ULong64_t beamInfoTime_long = beamInfoTime * 1e6;
+    int64_t timeDiff = beamInfoTime_long - TriggerTime;
 
     // check if the map has the key
     E_TOR860 = E_TOR860_map.at(beamInfoTime);
@@ -1462,7 +1463,7 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
     VPTG2 = VPTG2_map.at(beamInfoTime);
     BTH2T2 = BTH2T2_map.at(beamInfoTime);
 
-    ANNIEEvent->Set("BeamInfoTime", beamInfoTime * 1e6);
+    ANNIEEvent->Set("BeamInfoTime", beamInfoTime);
     ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", timeDiff);
 
     ANNIEEvent->Set("beam_E_TOR860", E_TOR860);
diff --git a/UserTools/FindMrdTracks/FindMrdTracks.cpp b/UserTools/FindMrdTracks/FindMrdTracks.cpp
index bf344cafe..cad0d47ff 100755
--- a/UserTools/FindMrdTracks/FindMrdTracks.cpp
+++ b/UserTools/FindMrdTracks/FindMrdTracks.cpp
@@ -104,7 +104,8 @@ bool FindMrdTracks::Execute(){
 		get_ok = m_data->Stores.at("ANNIEEvent")->Get("MRDTriggerType",MRDTriggertype);
 		if (not get_ok){
 			Log("FindMrdTracks: Did not find MRDTriggerType in ANNIEEvent. Please check the settings in MRDDataDecoder+BuildANNIEEvent/LoadWCSim?",v_error,verbosity);
-			m_data->vars.Set("StopLoop",1);
+			//m_data->vars.Set("StopLoop",1);
+			Log("FindMrdTracks tool was supposed to stop the loop, but will continue anyway",0,verbosity);
 		}
 	}
 	Log("FindMrdTracks tool: MRDTriggertype is "+MRDTriggertype+" (from ANNIEEvent store)",v_debug,verbosity);
diff --git a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
index 5ed787c9c..242a2d558 100644
--- a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
+++ b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
@@ -1,7 +1,7 @@
 FilterVerbosity 0
 
 saveAllLAPPDEvents 1
-savePMTClusterEvents 1
+savePMTClusterEvents 0
 
 filterType MRDtrack
 

From dfe309c9855dd37aeda773b2f36fb235731c8ce0 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Sat, 3 Aug 2024 17:36:17 -0500
Subject: [PATCH 079/163] Add LAPPD pulse half height timing and half end
 timing to tree Add LAPPD beamgate stop tick in 40 MHz clock information to
 tree Fixed a bug in LAPPDLoadStore. This bug will cause discrepancy between
 loading data that all have LAPPD info and data that only part have LAPPD
 info. It will refresh the ANNIEEvent booststore.

 Changes to be committed:
	modified:   DataModel/LAPPDPulse.h
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.h
	modified:   UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
	modified:   UserTools/LAPPDThresReco/LAPPDThresReco.cpp
	modified:   UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
	modified:   configfiles/BeamClusterAnalysis/ToolsConfig
	modified:   configfiles/LAPPDProcessedAna/ConfigStoreReadIn
	modified:   configfiles/LAPPDProcessedAna/Configs
---
 DataModel/LAPPDPulse.h                        | 15 ++++
 .../ANNIEEventTreeMaker.cpp                   | 67 ++++++++++++++---
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  8 +++
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp   | 36 +++-------
 UserTools/LAPPDLoadStore/LAPPDLoadStore.h     |  1 +
 .../LAPPDStoreReorder/LAPPDStoreReorder.cpp   | 50 ++++++++++---
 UserTools/LAPPDThresReco/LAPPDThresReco.cpp   | 72 ++++++++++++++++++-
 UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp   |  4 +-
 configfiles/BeamClusterAnalysis/ToolsConfig   |  3 -
 .../LAPPDProcessedAna/ConfigStoreReadIn       |  1 -
 configfiles/LAPPDProcessedAna/Configs         |  2 +
 11 files changed, 205 insertions(+), 54 deletions(-)

diff --git a/DataModel/LAPPDPulse.h b/DataModel/LAPPDPulse.h
index e18dfcfa5..8aff68195 100755
--- a/DataModel/LAPPDPulse.h
+++ b/DataModel/LAPPDPulse.h
@@ -22,12 +22,20 @@ class LAPPDPulse : public Hit{
 	inline void SetChannelID(int channelid){ChannelID=channelid;}
 	inline void SetPeak(double peak){Peak=peak;}
 	inline void SetRange(double low, double hi){LowRange=low; HiRange=hi;}
+	inline void SetHalfHeightTime(double half){halfHeightTime=half;}
+	inline double GetHalfHeightTime(){return halfHeightTime;}
+	inline void SetHalfEndTime(double half){halfEndTime=half;}
+	inline double GetHalfEndTime(){return halfEndTime;}
+	inline void SetBaseline(double base){baseline=base;}
+	inline double GetBaseline(){return baseline;}
 
 	bool Print() {
 		cout<<"TubeId : "<<TubeId<<endl;
 		cout<<"ChannelID : "<<ChannelID<<endl;
 		cout<<"Time : "<<Time<<endl;
 		cout<<"Charge : "<<Charge<<endl;
+		cout<<"HalfHeightTime : "<<halfHeightTime<<endl;
+		cout<<"Baseline : "<<baseline<<endl;
 		return true;
 	}
 
@@ -36,6 +44,10 @@ class LAPPDPulse : public Hit{
 	double Peak;
 	double LowRange;
 	double HiRange;
+	double halfHeightTime;
+	double halfEndTime;
+	double baseline;
+
 
 
 	template<class Archive> void serialize(Archive & ar, const unsigned int version){
@@ -47,6 +59,9 @@ class LAPPDPulse : public Hit{
 			ar & Peak;
 			ar & LowRange;
 			ar & HiRange;
+			ar & halfHeightTime;
+			ar & halfEndTime;
+			ar & baseline;
 		}
 	}
 };
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 1ff9ce46e..6682187d3 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -181,16 +181,19 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("LAPPD_TSCorrection", &fLAPPD_TSCorrection);
     fANNIETree->Branch("LAPPD_BGCorrection", &fLAPPD_BGCorrection);
     fANNIETree->Branch("LAPPD_OSInMinusPS", &fLAPPD_OSInMinusPS);
-    if(LAPPD_PPS_fill){
-    fANNIETree->Branch("LAPPD_BGPPSBefore", &fLAPPD_BGPPSBefore);
-    fANNIETree->Branch("LAPPD_BGPPSAfter", &fLAPPD_BGPPSAfter);
-    fANNIETree->Branch("LAPPD_BGPPSDiff", &fLAPPD_BGPPSDiff);
-    fANNIETree->Branch("LAPPD_BGPPSMissing", &fLAPPD_BGPPSMissing);
-    fANNIETree->Branch("LAPPD_TSPPSBefore", &fLAPPD_TSPPSBefore);
-    fANNIETree->Branch("LAPPD_TSPPSAfter", &fLAPPD_TSPPSAfter);
-    fANNIETree->Branch("LAPPD_TSPPSDiff", &fLAPPD_TSPPSDiff);
-    fANNIETree->Branch("LAPPD_TSPPSMissing", &fLAPPD_TSPPSMissing);
+    if (LAPPD_PPS_fill)
+    {
+      fANNIETree->Branch("LAPPD_BGPPSBefore", &fLAPPD_BGPPSBefore);
+      fANNIETree->Branch("LAPPD_BGPPSAfter", &fLAPPD_BGPPSAfter);
+      fANNIETree->Branch("LAPPD_BGPPSDiff", &fLAPPD_BGPPSDiff);
+      fANNIETree->Branch("LAPPD_BGPPSMissing", &fLAPPD_BGPPSMissing);
+      fANNIETree->Branch("LAPPD_TSPPSBefore", &fLAPPD_TSPPSBefore);
+      fANNIETree->Branch("LAPPD_TSPPSAfter", &fLAPPD_TSPPSAfter);
+      fANNIETree->Branch("LAPPD_TSPPSDiff", &fLAPPD_TSPPSDiff);
+      fANNIETree->Branch("LAPPD_TSPPSMissing", &fLAPPD_TSPPSMissing);
     }
+    fANNIETree->Branch("LAPPD_BG_switchBit0", &fLAPPD_BG_switchBit0);
+    fANNIETree->Branch("LAPPD_BG_switchBit1", &fLAPPD_BG_switchBit1);
   }
 
   // LAPPD reconstruction information
@@ -205,6 +208,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("LAPPD_PulseIDs", &fLAPPD_IDs);
     fANNIETree->Branch("LAPPD_ChannelID", &fChannelID);
     fANNIETree->Branch("LAPPD_PeakTime", &fPulsePeakTime);
+    fANNIETree->Branch("LAPPD_PulseHalfHeightTime", &fPulseHalfHeightTime);
     fANNIETree->Branch("LAPPD_PeakAmp", &fPulsePeakAmp);
     fANNIETree->Branch("LAPPD_Charge", &fPulseCharge);
     fANNIETree->Branch("LAPPD_PulseStart", &fPulseStart);
@@ -232,6 +236,10 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("LAPPDHitP2PeakTime", &fLAPPDHitP2PeakTime);
     fANNIETree->Branch("LAPPDHitP1PeakAmp", &fLAPPDHitP1PeakAmp);
     fANNIETree->Branch("LAPPDHitP2PeakAmp", &fLAPPDHitP2PeakAmp);
+    fANNIETree->Branch("LAPPDHitP1HalfHeightTime", &fLAPPDHitP1HalfHeightTime);
+    fANNIETree->Branch("LAPPDHitP2HalfHeightTime", &fLAPPDHitP2HalfHeightTime);
+    fANNIETree->Branch("LAPPDHitP1HalfEndTime", &fLAPPDHitP1HalfEndTime);
+    fANNIETree->Branch("LAPPDHitP2HalfEndTime", &fLAPPDHitP2HalfEndTime);
 
     /*
     fANNIETree->Branch("LAPPDWaveformChankey", &LAPPDWaveformChankey, "LAPPDWaveformChankey/I");
@@ -633,6 +641,8 @@ void ANNIEEventTreeMaker::ResetVariables()
   fLAPPD_TSCorrection.clear();
   fLAPPD_BGCorrection.clear();
   fLAPPD_OSInMinusPS.clear();
+  fLAPPD_BG_switchBit0.clear();
+  fLAPPD_BG_switchBit1.clear();
   // LAPPD_PPS_fill
   fLAPPD_BGPPSBefore.clear();
   fLAPPD_BGPPSAfter.clear();
@@ -649,6 +659,7 @@ void ANNIEEventTreeMaker::ResetVariables()
   fLAPPD_IDs.clear();
   fChannelID.clear();
   fPulsePeakTime.clear();
+  fPulseHalfHeightTime.clear();
   fPulseCharge.clear();
   fPulsePeakAmp.clear();
   fPulseStart.clear();
@@ -675,6 +686,10 @@ void ANNIEEventTreeMaker::ResetVariables()
   fLAPPDHitP2PeakTime.clear();
   fLAPPDHitP1PeakAmp.clear();
   fLAPPDHitP2PeakAmp.clear();
+  fLAPPDHitP1HalfHeightTime.clear();
+  fLAPPDHitP2HalfHeightTime.clear();
+  fLAPPDHitP1HalfEndTime.clear();
+  fLAPPDHitP2HalfEndTime.clear();
 
   LAPPDWaveformChankey.clear();
   waveformMaxValue.clear();
@@ -900,6 +915,7 @@ void ANNIEEventTreeMaker::ResetVariables()
   LAPPDTSCorrection.clear();
   LAPPDBGCorrection.clear();
   LAPPDOSInMinusPS.clear();
+  SwitchBitBG.clear();
   // LAPPD_PPS_fill
   LAPPDBG_PPSBefore.clear();
   LAPPDBG_PPSAfter.clear();
@@ -927,7 +943,15 @@ bool ANNIEEventTreeMaker::LoadEventInfo()
   m_data->Stores["ANNIEEvent"]->Get("RunNumber", fRunNumber);
   m_data->Stores["ANNIEEvent"]->Get("SubRunNumber", fSubrunNumber);
   m_data->Stores["ANNIEEvent"]->Get("PartNumber", fPartFileNumber);
-  m_data->Stores["ANNIEEvent"]->Get("EventNumber", fEventNumber);
+  bool gotEventNumber = m_data->Stores["ANNIEEvent"]->Get("EventNumber", fEventNumber);
+  if (!gotEventNumber)
+  {
+    uint32_t enm = 9998;
+    m_data->CStore.Get("EventNumberTree", enm);
+    cout << "ANNIEEventTreeMaker Tool: Not get the event number from ANNIEEvent, get from CStore: " << enm << endl;
+    fEventNumber = static_cast<int>(enm);
+  }
+
   m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerWord", fPrimaryTriggerWord);
   if (fPrimaryTriggerWord == 14)
     trigword = 5;
@@ -1226,6 +1250,7 @@ void ANNIEEventTreeMaker::LoadLAPPDInfo()
   m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
   m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
   m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+  m_data->Stores["ANNIEEvent"]->Get("SwitchBitBG", SwitchBitBG);
 
   if (LAPPDDataMap.size() != 0)
   {
@@ -1264,6 +1289,18 @@ void ANNIEEventTreeMaker::FillLAPPDInfo()
     fLAPPD_TSPPSAfter.push_back(LAPPDTS_PPSAfter[key]);
     fLAPPD_TSPPSDiff.push_back(LAPPDTS_PPSDiff[key]);
     fLAPPD_TSPPSMissing.push_back(LAPPDTS_PPSMissing[key]);
+    // check if SwitchBitBG has the key
+    if (SwitchBitBG.find(psecData.LAPPD_ID) != SwitchBitBG.end())
+    {
+      if(SwitchBitBG[psecData.LAPPD_ID].size() != 2)
+      {
+        cout<<"ANNIEEventTreeMaker: SwitchBitBG size is not 2, LAPPD_ID: "<<psecData.LAPPD_ID<<", size: "<<SwitchBitBG[psecData.LAPPD_ID].size()<<endl;
+        continue;
+      }
+      fLAPPD_BG_switchBit0.push_back(SwitchBitBG[psecData.LAPPD_ID][0]);
+      fLAPPD_BG_switchBit1.push_back(SwitchBitBG[psecData.LAPPD_ID][1]);
+      continue;
+    }
   }
 }
 
@@ -1289,6 +1326,7 @@ void ANNIEEventTreeMaker::FillLAPPDPulse()
         fChannelID.push_back(thisPulse.GetChannelID());
         fPulseStripNum.push_back(stripno);
         fPulsePeakTime.push_back(thisPulse.GetTime());
+        fPulseHalfHeightTime.push_back(thisPulse.GetHalfHeightTime());
         fPulseCharge.push_back(thisPulse.GetCharge());
         fPulsePeakAmp.push_back(thisPulse.GetPeak());
         fPulseStart.push_back(thisPulse.GetLowRange());
@@ -1303,6 +1341,7 @@ void ANNIEEventTreeMaker::FillLAPPDPulse()
         fChannelID.push_back(thisPulse.GetChannelID());
         fPulseStripNum.push_back(stripno);
         fPulsePeakTime.push_back(thisPulse.GetTime());
+        fPulseHalfHeightTime.push_back(thisPulse.GetHalfHeightTime());
         fPulseCharge.push_back(thisPulse.GetCharge());
         fPulsePeakAmp.push_back(thisPulse.GetPeak());
         fPulseStart.push_back(thisPulse.GetLowRange());
@@ -1345,7 +1384,7 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
         // fLAPPDHitP2StartTime.push_back(thisHit.GetPulse2StartTime());
         // fLAPPDHitP1EndTime.push_back(thisHit.GetPulse1LastTime());
         // fLAPPDHitP2EndTime.push_back(thisHit.GetPulse2LastTime());
-        //cout<<"Pulse 1 start time: "<<p1.GetLowRange()<<", Pulse 2 start time: "<<p2.GetLowRange()<<endl;
+        // cout<<"Pulse 1 start time: "<<p1.GetLowRange()<<", Pulse 2 start time: "<<p2.GetLowRange()<<endl;
         fLAPPDHitP1StartTime.push_back(p1.GetLowRange());
         fLAPPDHitP2StartTime.push_back(p2.GetLowRange());
         fLAPPDHitP1EndTime.push_back(p1.GetHiRange());
@@ -1355,6 +1394,12 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
         fLAPPDHitP2PeakTime.push_back(p2.GetTime());
         fLAPPDHitP1PeakAmp.push_back(p1.GetPeak());
         fLAPPDHitP2PeakAmp.push_back(p2.GetPeak());
+
+        fLAPPDHitP1HalfHeightTime.push_back(p1.GetHalfHeightTime());
+        fLAPPDHitP2HalfHeightTime.push_back(p2.GetHalfHeightTime());
+
+        fLAPPDHitP1HalfEndTime.push_back(p1.GetHalfEndTime());
+        fLAPPDHitP2HalfEndTime.push_back(p2.GetHalfEndTime());
       }
     }
   }
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index bef8821b4..34756c54d 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -221,6 +221,8 @@ class ANNIEEventTreeMaker : public Tool
     vector<uint64_t> fLAPPD_TSPPSAfter;
     vector<uint64_t> fLAPPD_TSPPSDiff;
     vector<int> fLAPPD_TSPPSMissing;
+    vector<int> fLAPPD_BG_switchBit0;
+    vector<int> fLAPPD_BG_switchBit1;
 
     // LAPPD Reco Fill
     vector<uint64_t> fLAPPDPulseTimeStampUL;
@@ -228,6 +230,7 @@ class ANNIEEventTreeMaker : public Tool
     vector<int> fLAPPD_IDs;
     vector<int> fChannelID;
     vector<double> fPulsePeakTime;
+    vector<double> fPulseHalfHeightTime;
     vector<double> fPulseCharge;
     vector<double> fPulsePeakAmp;
     vector<double> fPulseStart;
@@ -254,6 +257,10 @@ class ANNIEEventTreeMaker : public Tool
     vector<double> fLAPPDHitP2PeakTime;
     vector<double> fLAPPDHitP1PeakAmp;
     vector<double> fLAPPDHitP2PeakAmp;
+    vector<double> fLAPPDHitP1HalfHeightTime;
+    vector<double> fLAPPDHitP2HalfHeightTime;
+    vector<double> fLAPPDHitP1HalfEndTime;
+    vector<double> fLAPPDHitP2HalfEndTime;
 
     // waveform
     vector<int> LAPPDWaveformChankey;
@@ -499,6 +506,7 @@ class ANNIEEventTreeMaker : public Tool
     std::map<uint64_t, uint64_t> LAPPDTS_PPSAfter;
     std::map<uint64_t, uint64_t> LAPPDTS_PPSDiff;
     std::map<uint64_t, int> LAPPDTS_PPSMissing;
+    std::map<int, vector<int>> SwitchBitBG; 
 
     std::map<unsigned long, vector<vector<LAPPDPulse>>> lappdPulses;
     std::map<unsigned long, vector<LAPPDHit>> lappdHits;
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index c3fa44248..edd7ca0c5 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -43,6 +43,8 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
     m_variables.Get("loadOffsets", loadOffsets);
     LoadBuiltPPSInfo = true;
     m_variables.Get("LoadBuiltPPSInfo", LoadBuiltPPSInfo);
+    loadFromStoreDirectly = false;
+    m_variables.Get("loadFromStoreDirectly", loadFromStoreDirectly);
     // Control variables in this tool, initialized in this tool
     NonEmptyEvents = 0;
     NonEmptyDataEvents = 0;
@@ -78,6 +80,7 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
     ReadStore = 0;
 
     // get data file
+    /*
     if (ReadStore == 1)
     {
         // get data from a StoreFile in ANNIEEvent format
@@ -88,12 +91,12 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
     else if (ReadStore == 0)
     { // get data from previous chain, or m_data
         cout << "LAPPDStoreReadIn Using ANNIEevent or CStore" << endl;
-    }
+    }*/
     // Grab all pedestal files and prepare the map channel|pedestal-vector for substraction
     if (DoPedSubtract == 1)
     {
         PedestalValues = new std::map<unsigned long, vector<int>>;
-        if (ReadStorePdeFile)
+        /*if (ReadStorePdeFile)
         {
             m_data->Stores["PedestalFile"] = new BoostStore(false, 2);
             bool ret = false;
@@ -113,7 +116,7 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
                 m_data->Stores["PedestalFile"]->Get("PedestalMap", PedestalValues);
             }
         }
-        else
+        else*/
         {
             for (int i = 0; i < Nboards; i++)
             {
@@ -186,7 +189,7 @@ bool LAPPDLoadStore::Execute()
 
     if (MultiLAPPDMap)
     {
-        bool gotDataStream = m_data->Stores.at("ANNIEEvent")->Get("DataStreams", DataStreams);
+        bool gotDataStream = m_data->Stores["ANNIEEvent"]->Get("DataStreams", DataStreams);
         bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
         if (getMap && DataStreams["LAPPD"] == true && LAPPDDataMap.size() > 0)
         {
@@ -332,19 +335,6 @@ bool LAPPDLoadStore::Execute()
         // loop the map, for each PSEC data, do the same loading and parsing.
         // load the waveform by using LAPPD_ID * board_number * channel_number as the key
 
-        /*
-        the format saved in the processed data file of ANNIEEvent is:
-            std::map<uint64_t, PsecData> LAPPDDataMap;
-            std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
-            std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
-            std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
-            std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
-            std::map<uint64_t, uint64_t> LAPPDOffsets;
-            std::map<uint64_t, int> LAPPDTSCorrection;
-            std::map<uint64_t, int> LAPPDBGCorrection;
-            std::map<uint64_t, int> LAPPDOSInMinusPS;
-        */
-
         // data was already loaded in the LoadData()
 
         vector<int> ReadedBoards;
@@ -802,7 +792,8 @@ bool LAPPDLoadStore::LoadData()
     // so we need to loop the map to get all data and waveforms, using the LAPPD_ID, board number, channel number to form a global channel-waveform map
     // then loop all waveforms based on channel number
 
-    m_data->Stores["ANNIEEvent"]->GetEntry(eventNo);
+    if (loadFromStoreDirectly)
+        m_data->Stores["ANNIEEvent"]->GetEntry(eventNo);
     if (LAPPDStoreReadInVerbosity > 2)
         cout << "Got eventNo " << eventNo << endl;
 
@@ -815,14 +806,6 @@ bool LAPPDLoadStore::LoadData()
         return false;
     }
 
-    // bool gotDataStream = m_data->Stores.at("ANNIEEvent")->Get("DataStreams", DataStreams);
-    // cout << "Inside, Got DataStreams = " << gotDataStream << ", ";
-    /*for (auto it = DataStreams.begin(); it != DataStreams.end(); ++it)
-    {
-        cout << "DataStream: " << it->first << " " << it->second << ", ";
-    }
-    cout << endl;*/
-
     // if (mergedEvent)
     //     DataStreams["LAPPD"] = true;
 
@@ -1575,7 +1558,6 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
         BGCorrections[key][EventIndex] = static_cast<int>(BGCorrection_tick) - 1000;
         TSCorrections[key][EventIndex] = static_cast<int>(TSCorrection_tick) - 1000;
 
-
         BG_PPSBefore_loaded[key][EventIndex] = BG_PPSBefore_tick;
         BG_PPSAfter_loaded[key][EventIndex] = BG_PPSAfter_tick;
         BG_PPSDiff_loaded[key][EventIndex] = BG_PPSDiff_tick;
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
index 4a89b3512..3f0a91140 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
@@ -64,6 +64,7 @@ class LAPPDLoadStore : public Tool
     bool MultiLAPPDMap; // loading map of multiple LAPPDs from ANNIEEvent
     bool loadOffsets;
     bool LoadBuiltPPSInfo;
+    bool loadFromStoreDirectly;
     // Variables that you need in the tool
     int retval; // track the data parsing and meta parsing status
     int eventNo;
diff --git a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
index c9dccae76..e89652e5b 100644
--- a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
+++ b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
@@ -96,6 +96,21 @@ bool LAPPDStoreReorder::DoReorder()
             cout << "pushed meta26 = " << meta26 << ", with value at " << (meta26 * NUM_VECTOR_METADATA) + 10 << " is " << acdcmetadata.at((meta26 * NUM_VECTOR_METADATA) + 10) << endl;
         }
     }
+
+    vector<int> Smeta_BG;
+    for (int meta_bg = 0; meta_bg < NReadBoards.size(); meta_bg++)
+    {
+        unsigned short metaBG = acdcmetadata.at((meta_bg * NUM_VECTOR_METADATA) + 67);
+        Smeta_BG.push_back((metaBG & 0x7));
+        if (LAPPDReorderVerbosityLevel > 1)
+        {
+            cout << "Metaword entry " << meta_bg << " is " << Smeta_BG[meta_bg] << endl;
+            cout << "pushed meta_bg = " << meta_bg << ", with value at " << (meta_bg * NUM_VECTOR_METADATA) + 67 << " is " << acdcmetadata.at((meta_bg * NUM_VECTOR_METADATA) + 67) << endl;
+        }
+    }
+
+    std::map<int, vector<int>> Smeta_BG_map; // key is id, value is the switch bit for beamgate
+
     if (LAPPDReorderVerbosityLevel > 2)
         cout << "REORDER TIME!!!!   " << acdcmetadata.size() << " " << acdcmetadata.at(10) << " " << acdcmetadata.at(102) << " lappd data size is " << lappddata.size() << ", reordereddata size is " << reordereddata.size() << endl;
     map<unsigned long, vector<Waveform<double>>>::iterator itr;
@@ -119,24 +134,33 @@ bool LAPPDStoreReorder::DoReorder()
         // Get the current board and the respective meta word
         int bi = (int)channelno / 30;
         int LAPPDID = static_cast<int>((channelno % 1000) / 60);
-      //  if (LoadLAPPDMap)
-       // {
-            int beginningBoardIDofThisLAPPDID = NReadBoards.at(std::distance(ACDCReadedLAPPDID.begin(), std::find(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end(), LAPPDID)));
-            bi = beginningBoardIDofThisLAPPDID + bi % 2;
-       // }else{
-       //     bi = bi%2;
-      //  }
-        if(LAPPDReorderVerbosityLevel>5)
+        //  if (LoadLAPPDMap)
+        // {
+        int beginningBoardIDofThisLAPPDID = NReadBoards.at(std::distance(ACDCReadedLAPPDID.begin(), std::find(ACDCReadedLAPPDID.begin(), ACDCReadedLAPPDID.end(), LAPPDID)));
+        bi = beginningBoardIDofThisLAPPDID + bi % 2;
+        // }else{
+        //     bi = bi%2;
+        //  }
+        if (LAPPDReorderVerbosityLevel > 5)
         {
-            //print the elements in NReadBoards, print LAPPDID;
+            // print the elements in NReadBoards, print LAPPDID;
             cout << "NReadBoards size is " << NReadBoards.size() << endl;
-            for(int i = 0; i < NReadBoards.size(); i++)
+            for (int i = 0; i < NReadBoards.size(); i++)
             {
                 cout << "NReadBoards[" << i << "] = " << NReadBoards[i] << endl;
             }
             cout << "LAPPDID = " << LAPPDID << endl;
         }
         unsigned short switchword = Smeta26[std::distance(NReadBoards.begin(), std::find(NReadBoards.begin(), NReadBoards.end(), bi))];
+        int switchBitBG = Smeta_BG[std::distance(NReadBoards.begin(), std::find(NReadBoards.begin(), NReadBoards.end(), bi))];
+
+        //check if key LAPPDID is already exist in Smeta_BG_map, if not, resize that vector to size 2
+        if (Smeta_BG_map.find(LAPPDID) == Smeta_BG_map.end())
+        {
+            Smeta_BG_map[LAPPDID] = vector<int>(2);
+        }
+        Smeta_BG_map[LAPPDID][bi%2] = switchBitBG;
+
         // Smeta26, 0 or 1, so switchword is the first timestmap or the second
         // Set the switchbit
         switchbit = (switchword & 0x7) * 32;
@@ -185,6 +209,12 @@ bool LAPPDStoreReorder::DoReorder()
         cout << "LAPPDStoreReorder, reordered data size is " << reordereddata.size() << endl;
     }
 
+    m_data->Stores["ANNIEEvent"]->Set("SwitchBitBG", Smeta_BG_map);
+    if(LAPPDReorderVerbosityLevel>0)
+    {
+        cout << "LAPPDStoreReorder:: insert SwitchBitBG map size is " << Smeta_BG_map.size() << endl;
+    }
+
     return true;
 }
 
diff --git a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
index 72cfa41d3..214d36ca8 100644
--- a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
+++ b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
@@ -263,7 +263,7 @@ void LAPPDThresReco::FillLAPPDPulse()
     if (LoadLAPPDMapInfo)
       LAPPD_ID = static_cast<int>((channel - 1000) / 60);
 
-    //cout << "FillLAPPDPulse LAPPD_ID: " << LAPPD_ID << " channel: " << channel << endl;
+    // cout << "FillLAPPDPulse LAPPD_ID: " << LAPPD_ID << " channel: " << channel << endl;
 
     // for this channel, find the pulses
     vector<LAPPDPulse> pulses = FindPulses(wave, LAPPD_ID, channel);
@@ -409,17 +409,87 @@ vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID,
         if (pulseSize > minPulseWidth)
         { // if the pulse is long enough
           double peakBinGaus = GaussianFit(binNumbers, amplitudes);
+          // use a linear interpolation to find the half peak time, from wave.at(pulseStart) to wave.at(peakBin), divide each bin 0.1 ns to 100 parts, 1ps per bin,find the bin number that the amplitude is half of the peakAmp
+          double halfPeakBin = pulseStart;
+          if (pulseStart > 10)
+            halfPeakBin = pulseStart - 10;
+          else
+            halfPeakBin = 0;
+          double targetAmp = peakAmp / 2;
+          for (int j = halfPeakBin; j < peakBin + 1; j++)
+          {
+            if (wave.at(j + 1) > targetAmp)
+            {
+              halfPeakBin = j;
+              break;
+            }
+          }
+          int halfPeak_ps = 0;
+          for (int j = 1; j < 100; j++)
+          {
+            double interpAmp = wave.at(halfPeakBin) + (wave.at(halfPeakBin + 1) - wave.at(halfPeakBin)) * (j / 100.0);
+            if (interpAmp > targetAmp)
+            {
+              double prevInterAmp = wave.at(halfPeakBin) + (wave.at(halfPeakBin + 1) - wave.at(halfPeakBin)) * ((j - 1) / 100.0);
+              if (abs(interpAmp - targetAmp) < abs(prevInterAmp - targetAmp))
+              {
+                halfPeak_ps = j;
+                break;
+              }
+              else
+              {
+                halfPeak_ps = j - 1;
+                break;
+              }
+            }
+          }
+
+          //from the peak bin, find half end time
+          double halfEndBin = peakBin;
+          for (int j = peakBin; j < wave.size(); j++)
+          {
+            if (wave.at(j) < targetAmp)
+            {
+              halfEndBin = j;
+              break;
+            }
+          }
+          int halfEnd_ps = 0;
+          for(int j = 1; j < 100; j++)
+          {
+            double interpAmp = wave.at(halfEndBin) + (wave.at(halfEndBin + 1) - wave.at(halfEndBin)) * (j / 100.0);
+            if (interpAmp < targetAmp)
+            {
+              double prevInterAmp = wave.at(halfEndBin) + (wave.at(halfEndBin + 1) - wave.at(halfEndBin)) * ((j - 1) / 100.0);
+              if (abs(interpAmp - targetAmp) < abs(prevInterAmp - targetAmp))
+              {
+                halfEnd_ps = j;
+                break;
+              }
+              else
+              {
+                halfEnd_ps = j - 1;
+                break;
+              }
+            }
+          }
 
           if (LAPPDThresRecoVerbosity > 1)
             cout << "inserting pulse on LAPPD ID =" << LAPPD_ID << " at time: " << peakBin * (25. / 256.) << "(" << peakBinGaus << ") with peakAmp: " << peakAmp << " from " << pulseStart << " to " << pulseStart + pulseSize << endl;
           if (useMaxTime)
           {
             LAPPDPulse thisPulse(LAPPD_ID, channel, peakBin * (25. / 256.), Q, peakAmp, pulseStart, pulseStart + pulseSize);
+            thisPulse.SetHalfHeightTime(halfPeakBin * (25. / 256.) + halfPeak_ps * 0.001 * 25 / 25.6);
+            thisPulse.SetHalfEndTime(halfEndBin * (25. / 256.) + halfEnd_ps * 0.001 * 25 / 25.6);
+            thisPulse.SetBaseline(0);
             pulses.push_back(thisPulse);
           }
           else
           {
             LAPPDPulse thisPulse(LAPPD_ID, channel, peakBinGaus * (25. / 256.), Q, peakAmp, pulseStart, pulseStart + pulseSize);
+            thisPulse.SetHalfHeightTime(halfPeakBin * (25. / 256.) + halfPeak_ps * 0.001 * 25 / 25.6);
+            thisPulse.SetHalfEndTime(halfEndBin * (25. / 256.) + halfEnd_ps * 0.001 * 25 / 25.6);
+            thisPulse.SetBaseline(0);
             pulses.push_back(thisPulse);
           }
           // tube ID: LAPPD_ID
diff --git a/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp b/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
index 9fdcc1668..a2b4537b3 100644
--- a/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
+++ b/UserTools/LoadANNIEEvent/LoadANNIEEvent.cpp
@@ -293,7 +293,9 @@ bool LoadANNIEEvent::Execute() {
  
 
 
-  if (global_evnr && !has_local){ m_data->Stores["ANNIEEvent"]->Set("EventNumber",global_ev); }
+  if (global_evnr && !has_local){ m_data->Stores["ANNIEEvent"]->Set("EventNumber",global_ev); 
+  m_data->CStore.Set("EventNumberTree",global_ev);
+  }
   global_ev++; 
 
   if ( current_entry_ >= total_entries_in_file_ ) {
diff --git a/configfiles/BeamClusterAnalysis/ToolsConfig b/configfiles/BeamClusterAnalysis/ToolsConfig
index 4436c2036..b147e1080 100644
--- a/configfiles/BeamClusterAnalysis/ToolsConfig
+++ b/configfiles/BeamClusterAnalysis/ToolsConfig
@@ -1,7 +1,5 @@
 myLoadANNIEEvent LoadANNIEEvent ./configfiles/BeamClusterAnalysis/LoadANNIEEventConfig
 myLoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig
-#myPhaseIIADCCalibrator PhaseIIADCCalibrator ./configfiles/BeamClusterAnalysis/PhaseIIADCCalibratorConfig
-#myPhaseIIADCHitFinder PhaseIIADCHitFinder ./configfiles/BeamClusterAnalysis/PhaseIIADCHitFinderConfig
 myTimeClustering TimeClustering configfiles/BeamClusterAnalysis/TimeClusteringConfig
 myFindMrdTracks FindMrdTracks configfiles/BeamClusterAnalysis/FindMrdTracksConfig
 myClusterFinder ClusterFinder ./configfiles/BeamClusterAnalysis/ClusterFinderConfig
@@ -17,4 +15,3 @@ LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot
 FitRWMWaveform FitRWMWaveform ./configfiles/BeamClusterAnalysis/FitRWMWaveformConfig
 
 ANNIEEventTreeMaker ANNIEEventTreeMaker ./configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
-#myPhaseIITreeMaker PhaseIITreeMaker ./configfiles/BeamClusterAnalysis/PhaseIITreeMakerConfig
diff --git a/configfiles/LAPPDProcessedAna/ConfigStoreReadIn b/configfiles/LAPPDProcessedAna/ConfigStoreReadIn
index c6f5ddf1c..79f2d2fa7 100755
--- a/configfiles/LAPPDProcessedAna/ConfigStoreReadIn
+++ b/configfiles/LAPPDProcessedAna/ConfigStoreReadIn
@@ -28,7 +28,6 @@ Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
 
 #LAPPDReorderData
 LAPPDReorderVerbosityLevel 0
-ReorderVerbosityLevel 0
 ReorderInputWavLabel RawLAPPDData
 ReorderOutputWavLabel LAPPDWaveforms
 DelayOffset 0
diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
index 95d3663c7..0fa484e4b 100644
--- a/configfiles/LAPPDProcessedAna/Configs
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -24,6 +24,8 @@ Nboards 6 #Number of pedestal files to be read in
 PedinputfileTXT ../Pedestals/LAPPD645839/P
 PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
 
+ReadStorePdeFile 0
+loadFromStoreDirectly 0
 
 Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
 Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt

From 7ad3dfe68f1b87bd3b9d1934d7e9cd1fa3bb35a0 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 5 Aug 2024 08:08:43 -0500
Subject: [PATCH 080/163] Update ClusterFinderConfig

Adjusted clustering --> min 10 hits in 40ns
---
 configfiles/BeamClusterAnalysis/ClusterFinderConfig | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/configfiles/BeamClusterAnalysis/ClusterFinderConfig b/configfiles/BeamClusterAnalysis/ClusterFinderConfig
index c13622045..c25b028f1 100644
--- a/configfiles/BeamClusterAnalysis/ClusterFinderConfig
+++ b/configfiles/BeamClusterAnalysis/ClusterFinderConfig
@@ -3,10 +3,10 @@
 verbosity 0
 HitStore Hits #Either MCHits or Hits (accessed in ANNIEEvent store)
 OutputFile BeamRun_ClusterFinder_DefaultOutput #Output root prefix name for the current run
-ClusterFindingWindow 50 # in ns, size of the window used to "clusterize"
+ClusterFindingWindow 40 # in ns, size of the window used to "clusterize"
 AcqTimeWindow 70000 # in ns, size of the acquisition window
-ClusterIntegrationWindow 50 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
-MinHitsPerCluster 5 # group of hits are considered clusters above this amount of hits
+ClusterIntegrationWindow 40 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
+MinHitsPerCluster 10 # group of hits are considered clusters above this amount of hits
 end_of_window_time_cut 0.95 # from o to 1, length of the window you want to loop over with respect to acq. window (1 for full window, 0.95 for 95% from the start)
 Plots2D 0 #Draw 2D charge-vs-time plots?
 ChankeyToPMTIDMap ./configfiles/EventDisplay/Data-RecoEvent/Chankey_WCSimID.dat

From ae30e57c3bc2e417554b0e3e4580c75da6164f72 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 5 Aug 2024 09:38:07 -0500
Subject: [PATCH 081/163] Update ANNIEEventTreeMakerConfig

added .ntuple extension
---
 configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
index 3828160fe..aa9484302 100644
--- a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
+++ b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
@@ -8,7 +8,7 @@ cluster_TankHitInfo_fill 1
 
 TankReco_fill 0
 
-OutputFile ANNIETree.root
+OutputFile ANNIETree.ntuple.root
 TankClusterProcessing 1
 MRDClusterProcessing 1
 TriggerProcessing 1

From 7ed190d0c3c8c458dcfbceaea91654ed7eb7793d Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 5 Aug 2024 13:51:25 -0500
Subject: [PATCH 082/163] Create config.py

python script that will generate the ANNIEEventTreeMaker config file on the grid
---
 configfiles/BeamClusterAnalysis/config.py | 39 +++++++++++++++++++++++
 1 file changed, 39 insertions(+)
 create mode 100644 configfiles/BeamClusterAnalysis/config.py

diff --git a/configfiles/BeamClusterAnalysis/config.py b/configfiles/BeamClusterAnalysis/config.py
new file mode 100644
index 000000000..258a04a7e
--- /dev/null
+++ b/configfiles/BeamClusterAnalysis/config.py
@@ -0,0 +1,39 @@
+import sys
+
+run = sys.argv[1]
+pi = sys.argv[2]
+pf = sys.argv[3]
+
+file = open('ANNIEEventTreeMakerConfig', "w")
+
+file.write('ANNIEEventTreeMakerVerbosity 0\n')
+file.write('\n')
+file.write('fillAllTriggers 1\n')
+file.write('fill_singleTrigger 0\n')
+file.write('fillLAPPDEventsOnly 0\n')
+file.write('TankCluster_fill 1\n')
+file.write('cluster_TankHitInfo_fill 1\n'
+file.write('\n')
+file.write('OutputFile BeamCluster_' + str(run) + '_' + str(pi) + '_' + str(pf) + '.ntuple.root\n')
+file.write('TankClusterProcessing 1\n')
+file.write('MRDClusterProcessing 1\n')
+file.write('TriggerProcessing 1\n')
+file.write('TankHitInfo_fill 1\n')
+file.write('MRDHitInfo_fill 1\n')
+file.write('MRDReco_fill 1\n')
+file.write('SiPMPulseInfo_fill 0\n')
+file.write('fillCleanEventsOnly 0\n')
+file.write('MCTruth_fill 0\n')
+file.write('Reco_fill 1\n')
+file.write('TankReco_fill 0\n')
+file.write('RecoDebug_fill 0\n')
+file.write('muonTruthRecoDiff_fill 0\n')
+file.write('IsData 1\n')
+file.write('HasGenie 0')
+file.write('\n')
+file.write('LAPPDData_fill 1\n')
+file.write('LAPPDReco_fill 1\n')
+file.write('RWMBRF_fill 1\n')
+file.write('LAPPD_PPS_fill 1\n')
+
+file.close()

From 2098168765d6e2cb1ef50e1f39ac47c8288604db Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Tue, 6 Aug 2024 12:29:26 -0500
Subject: [PATCH 083/163] Update CreateMyList.sh

---
 configfiles/PreProcessTrigOverlap/CreateMyList.sh | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/configfiles/PreProcessTrigOverlap/CreateMyList.sh b/configfiles/PreProcessTrigOverlap/CreateMyList.sh
index 04e1aa7a5..4ccfef7cc 100644
--- a/configfiles/PreProcessTrigOverlap/CreateMyList.sh
+++ b/configfiles/PreProcessTrigOverlap/CreateMyList.sh
@@ -1,4 +1,4 @@
-if [ "$#" -ne 2 ]; then
+if [ "$#" -ne 1 ]; then
       echo "Usage: ./CreateMyList.sh RUN"
       echo "Specified input variable must contain the run number"
       exit 1
@@ -7,9 +7,9 @@ fi
 RUN=$1
 DIR=/pnfs/annie/persistent/raw/raw/
 
-NUMFILES=$(ls -1q ${FILEDIR}/RAWDataR${RUN}* | wc -l)
+NUMFILES=$(ls -1q ${DIR}${RUN}/RAWDataR${RUN}* | wc -l)
 
-echo "NUMBER OF FILES IN ${FILEDIR}: ${NUMFILES}"
+echo "NUMBER OF FILES IN ${DIR}${RUN}: ${NUMFILES}"
 
 rm my_files.txt
 

From fb30cece77f659ab49531e67b29ff82da0264998 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Tue, 6 Aug 2024 12:37:49 -0500
Subject: [PATCH 084/163] Fix a bug in threshold reco for pulse time finding,
 now it's find correct start and end and won't give error

Fix a bug in the filter for if the AuxHit was empty

Add 0 as default offset value for PMT 416, which is considered as dead
but may give data some time

 Changes to be committed:
	modified:   UserTools/LAPPDThresReco/LAPPDThresReco.cpp
	modified:   UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
	modified:   configfiles/LoadGeometry/TankPMTTimingOffsets.csv
---
 UserTools/LAPPDThresReco/LAPPDThresReco.cpp   | 58 +++++++++++--------
 .../ProcessedLAPPDFilter.cpp                  | 21 ++++++-
 .../LoadGeometry/TankPMTTimingOffsets.csv     |  1 +
 3 files changed, 54 insertions(+), 26 deletions(-)

diff --git a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
index 214d36ca8..c8cc454e7 100644
--- a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
+++ b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
@@ -180,16 +180,16 @@ bool LAPPDThresReco::Execute()
   // get the input LAPPD Data waveform;
   m_data->Stores["ANNIEEvent"]->Get(ThresRecoInputWaveLabel, lappdData);
 
-  if (LAPPDThresRecoVerbosity > 0)
+  if (LAPPDThresRecoVerbosity > 1)
     cout << "Start WaveformMaximaFinding" << endl;
   WaveformMaximaFinding(); // find the maxima of the waveforms
-  if (LAPPDThresRecoVerbosity > 0)
+  if (LAPPDThresRecoVerbosity > 1)
     cout << "Start FillLAPPDPulse" << endl;
   FillLAPPDPulse(); // find pulses
-  if (LAPPDThresRecoVerbosity > 0)
+  if (LAPPDThresRecoVerbosity > 1)
     cout << "Start FillLAPPDHit" << endl;
   FillLAPPDHit(); // find hits
-  if (LAPPDThresRecoVerbosity > 0)
+  if (LAPPDThresRecoVerbosity > 1)
     cout << "Reco Finished, start filling" << endl;
 
   m_data->Stores["ANNIEEvent"]->Set(ThresRecoOutputPulseLabel, lappdPulses);
@@ -201,7 +201,7 @@ bool LAPPDThresReco::Execute()
   m_data->Stores["ANNIEEvent"]->Set("waveformMaxTimeBin", waveformMaxTimeBin);
   eventNumber++; // operation in this loop finished, increase the event number
 
-  if (LAPPDThresRecoVerbosity > 0)
+  if (LAPPDThresRecoVerbosity > 1)
     cout << "Filling finished, printing to txt" << endl;
   if (printHitsTXT)
     PrintHitsToTXT(); // print hits to a txt file
@@ -299,7 +299,7 @@ void LAPPDThresReco::FillLAPPDHit()
     lappdHits[stripno] = lHits;
     numberOfHits += lHits.size();
   }
-  if (LAPPDThresRecoVerbosity > 0)
+  if (LAPPDThresRecoVerbosity > 1)
     cout << "LAPPDThresReco found hits: " << numberOfHits << endl;
 }
 
@@ -335,7 +335,7 @@ void LAPPDThresReco::PrintMRDinfoToTXT()
   int fNumClusterTracks = 0;
   for (int i = 0; i < (int)MrdTimeClusters.size(); i++)
     fNumClusterTracks += this->LoadMRDTrackReco(i);
-  if (LAPPDThresRecoVerbosity > 0)
+  if (LAPPDThresRecoVerbosity > 1)
     cout << "LAPPDThresReco found MRD tracks: " << fNumClusterTracks << endl;
   for (int i = 0; i < fMRDTrackAngle.size(); i++)
   {
@@ -371,7 +371,7 @@ vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID,
   vector<double> binNumbers;
   vector<double> amplitudes;
 
-  for (int i = 0; i < wave.size(); i++)
+  for (int i = 1; i < wave.size(); i++)
   {
     currentSig = wave.at(i);
     if (wave.at(i) > threshold)
@@ -379,7 +379,7 @@ vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID,
       if (!inPulse)
       {
         inPulse = true;
-        pulseStart = i;
+        pulseStart = i - 1;
         pulseSize = 1;
         peakBin = i;
         peakAmp = currentSig;
@@ -410,21 +410,27 @@ vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID,
         { // if the pulse is long enough
           double peakBinGaus = GaussianFit(binNumbers, amplitudes);
           // use a linear interpolation to find the half peak time, from wave.at(pulseStart) to wave.at(peakBin), divide each bin 0.1 ns to 100 parts, 1ps per bin,find the bin number that the amplitude is half of the peakAmp
-          double halfPeakBin = pulseStart;
+          double startBin = pulseStart;
           if (pulseStart > 10)
-            halfPeakBin = pulseStart - 10;
+            startBin = pulseStart - 10;
           else
-            halfPeakBin = 0;
+            startBin = 1;
           double targetAmp = peakAmp / 2;
-          for (int j = halfPeakBin; j < peakBin + 1; j++)
+          int stopBin = wave.size() - 1;
+          if (peakBin < wave.size() - 1)
+            stopBin = peakBin;
+
+          double halfPeakBin = startBin;
+          for (int j = startBin; j < stopBin; j++)
           {
-            if (wave.at(j + 1) > targetAmp)
+            halfPeakBin = j - 1;
+            if (wave.at(j) > targetAmp)
             {
-              halfPeakBin = j;
               break;
             }
           }
           int halfPeak_ps = 0;
+          double halfHeightAmp = 0;
           for (int j = 1; j < 100; j++)
           {
             double interpAmp = wave.at(halfPeakBin) + (wave.at(halfPeakBin + 1) - wave.at(halfPeakBin)) * (j / 100.0);
@@ -434,28 +440,32 @@ vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID,
               if (abs(interpAmp - targetAmp) < abs(prevInterAmp - targetAmp))
               {
                 halfPeak_ps = j;
+                halfHeightAmp = interpAmp;
                 break;
               }
               else
               {
                 halfPeak_ps = j - 1;
+                halfHeightAmp = prevInterAmp;
                 break;
               }
             }
           }
+          if (LAPPDThresRecoVerbosity > 0)
+            cout << "LAPPDThresReco: thres: " << threshold << " thres Start: " << pulseStart << " pulseStart Amp: " << wave.at(pulseStart) << " halfPeakBin: " << halfPeakBin << " halfPeakBin Amp: " << wave.at(halfPeakBin) << " peakBin: " << peakBin << " peakBin Amp: " << wave.at(peakBin) << " half height time: " << (halfPeakBin * (25. / 256.) + halfPeak_ps * 0.001 * 25 / 25.6) << " halfHeightAmp: " << halfHeightAmp << endl;
 
-          //from the peak bin, find half end time
+          // from the peak bin, find half end time
           double halfEndBin = peakBin;
-          for (int j = peakBin; j < wave.size(); j++)
+          for (int j = peakBin; j < wave.size() - 1; j++)
           {
+            halfEndBin = j - 1;
             if (wave.at(j) < targetAmp)
             {
-              halfEndBin = j;
               break;
             }
           }
           int halfEnd_ps = 0;
-          for(int j = 1; j < 100; j++)
+          for (int j = 1; j < 100; j++)
           {
             double interpAmp = wave.at(halfEndBin) + (wave.at(halfEndBin + 1) - wave.at(halfEndBin)) * (j / 100.0);
             if (interpAmp < targetAmp)
@@ -621,7 +631,7 @@ LAPPDHit LAPPDThresReco::MakeHit(LAPPDPulse pulse0, LAPPDPulse pulse1)
   double averageAmp = (pulse1.GetPeak() + pulse0.GetPeak()) / 2;
   double averageQ = (pulse1.GetCharge() + pulse0.GetCharge()) / 2;
 
-  if (LAPPDThresRecoVerbosity > 0)
+  if (LAPPDThresRecoVerbosity > 1)
   {
     cout << "Making Hit: " << endl;
     cout << "Pulse0: " << endl;
@@ -640,7 +650,7 @@ LAPPDHit LAPPDThresReco::MakeHit(LAPPDPulse pulse0, LAPPDPulse pulse1)
   int stripno1 = chan1->GetStripNum();
   if (stripno0 != stripno1)
   {
-    if (LAPPDThresRecoVerbosity > 0)
+    if (LAPPDThresRecoVerbosity > 1)
       cout << "Error: the two pulses are not on the same strip!" << endl;
     LAPPDHit hit;
     return hit;
@@ -656,7 +666,7 @@ LAPPDHit LAPPDThresReco::MakeHit(LAPPDPulse pulse0, LAPPDPulse pulse1)
     double transversePos = LAPPDEdgeWidth + stripWidth * (stripno0);
 
     // use the center position of the strip in mm
-    if (LAPPDThresRecoVerbosity > 0)
+    if (LAPPDThresRecoVerbosity > 1)
     {
       cout << "making hit from pulse0 on channel " << pulse0.GetChannelID() << ", strip " << stripno0 << endl;
       cout << "making hit from pulse1 on channel " << pulse1.GetChannelID() << ", strip " << stripno1 << endl;
@@ -675,7 +685,7 @@ LAPPDHit LAPPDThresReco::MakeHit(LAPPDPulse pulse0, LAPPDPulse pulse1)
 
     double arrivalTime = t0 - (t0 - t1 + 1) * 0.5;
 
-    if (LAPPDThresRecoVerbosity > 0)
+    if (LAPPDThresRecoVerbosity > 1)
       cout << "Position on LAPPD: " << parallelPos << " " << transversePos << endl;
 
     vector<double> positionOnLAPPD = {parallelPos, transversePos};
@@ -692,7 +702,7 @@ LAPPDHit LAPPDThresReco::MakeHit(LAPPDPulse pulse0, LAPPDPulse pulse1)
     double pulse1StartTime = pulse0.GetLowRange();
     double pulse2StartTime = pulse1.GetLowRange();
     // print tubeID
-    if (LAPPDThresRecoVerbosity > 0)
+    if (LAPPDThresRecoVerbosity > 1)
     {
       cout << "TubeID: " << tubeID << endl;
       cout << "average charge is " << averageQ << ", q/amplitude is " << averageQ / averageAmp << endl;
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
index c782f598e..180fd9951 100644
--- a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
@@ -289,8 +289,25 @@ bool ProcessedLAPPDFilter::GotANNIEEventAndSave(BoostStore *BS, string savePath)
   std::map<unsigned long, std::vector<Hit>> *HitsOriginal = nullptr;
   m_data->Stores["ANNIEEvent"]->Get("AuxHits", AuxHitsOriginal);
   m_data->Stores["ANNIEEvent"]->Get("Hits", HitsOriginal);
-  auto AuxHitsCopy = new std::map<unsigned long, std::vector<Hit>>(*AuxHitsOriginal);
-  auto HitsCopy = new std::map<unsigned long, std::vector<Hit>>(*HitsOriginal);
+
+  std::map<unsigned long, std::vector<Hit>> *AuxHitsCopy = nullptr;
+  if (!m_data->Stores["ANNIEEvent"]->Get("AuxHits", AuxHitsOriginal) )
+  {
+    std::cerr << "Warning: Could not retrieve AuxHits from ANNIEEvent or AuxHitsOriginal is nullptr. Creating empty AuxHits map." << std::endl;
+    AuxHitsCopy = new std::map<unsigned long, std::vector<Hit>>();
+  }else{
+    AuxHitsCopy = new std::map<unsigned long, std::vector<Hit>>(*AuxHitsOriginal);
+  }
+  std::map<unsigned long, std::vector<Hit>> *HitsCopy = nullptr;
+  if (!m_data->Stores["ANNIEEvent"]->Get("Hits", HitsOriginal))
+  {
+    std::cerr << "Warning: Could not retrieve Hits from ANNIEEvent or HitsOriginal is nullptr. Creating empty Hits map." << std::endl;
+    HitsCopy = new std::map<unsigned long, std::vector<Hit>>();
+  }else{
+    HitsCopy = new std::map<unsigned long, std::vector<Hit>>(*HitsOriginal);
+  }
+
+  
   BS->Set("AuxHits", AuxHitsCopy);
   BS->Set("Hits", HitsCopy);
 
diff --git a/configfiles/LoadGeometry/TankPMTTimingOffsets.csv b/configfiles/LoadGeometry/TankPMTTimingOffsets.csv
index cdfed43c9..3aca644cb 100644
--- a/configfiles/LoadGeometry/TankPMTTimingOffsets.csv
+++ b/configfiles/LoadGeometry/TankPMTTimingOffsets.csv
@@ -74,6 +74,7 @@
 413,Barrel,4.1,1.27,ok
 414,Barrel,16.84,1.32,ok
 415,Barrel,12.67,0.97,ok
+416,Barrel,0,0,unreliable
 417,Barrel,7.98,1.45,ok
 418,Barrel,7.96,2.28,unreliable
 419,Barrel,17.9,1.92,ok

From 7357cc2024516ca86eddc7c17abf1078630a5cc5 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Tue, 6 Aug 2024 14:54:56 -0500
Subject: [PATCH 085/163] Update config.py

---
 configfiles/BeamClusterAnalysis/config.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/BeamClusterAnalysis/config.py b/configfiles/BeamClusterAnalysis/config.py
index 258a04a7e..503d6c38c 100644
--- a/configfiles/BeamClusterAnalysis/config.py
+++ b/configfiles/BeamClusterAnalysis/config.py
@@ -12,7 +12,7 @@
 file.write('fill_singleTrigger 0\n')
 file.write('fillLAPPDEventsOnly 0\n')
 file.write('TankCluster_fill 1\n')
-file.write('cluster_TankHitInfo_fill 1\n'
+file.write('cluster_TankHitInfo_fill 1\n')
 file.write('\n')
 file.write('OutputFile BeamCluster_' + str(run) + '_' + str(pi) + '_' + str(pf) + '.ntuple.root\n')
 file.write('TankClusterProcessing 1\n')

From 9a74e79d588fda7bec3fd94579150668407e0492 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Wed, 7 Aug 2024 19:27:06 -0500
Subject: [PATCH 086/163] For beam data ~2022 and 2023 with LAPPD 40, some time
 the data waveform is empty but the error code is 0, so the LAPPDLoadStore
 won't exit and will give error. Fixed.

Add pulse charge analysis for tree maker, fix the name in root tree

 Changes to be committed:
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
---
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp | 7 +++++++
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h   | 2 ++
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp           | 5 +++++
 3 files changed, 14 insertions(+)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 6682187d3..6c8baca75 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -240,6 +240,8 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("LAPPDHitP2HalfHeightTime", &fLAPPDHitP2HalfHeightTime);
     fANNIETree->Branch("LAPPDHitP1HalfEndTime", &fLAPPDHitP1HalfEndTime);
     fANNIETree->Branch("LAPPDHitP2HalfEndTime", &fLAPPDHitP2HalfEndTime);
+    fANNIETree->Branch("LAPPDHitP1Charge", &fLAPPDHitP1Charge);
+    fANNIETree->Branch("LAPPDHitP2Charge", &fLAPPDHitP2Charge);
 
     /*
     fANNIETree->Branch("LAPPDWaveformChankey", &LAPPDWaveformChankey, "LAPPDWaveformChankey/I");
@@ -690,6 +692,8 @@ void ANNIEEventTreeMaker::ResetVariables()
   fLAPPDHitP2HalfHeightTime.clear();
   fLAPPDHitP1HalfEndTime.clear();
   fLAPPDHitP2HalfEndTime.clear();
+  fLAPPDHitP1Charge.clear();
+  fLAPPDHitP2Charge.clear();
 
   LAPPDWaveformChankey.clear();
   waveformMaxValue.clear();
@@ -1400,6 +1404,9 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
 
         fLAPPDHitP1HalfEndTime.push_back(p1.GetHalfEndTime());
         fLAPPDHitP2HalfEndTime.push_back(p2.GetHalfEndTime());
+
+        fLAPPDHitP1Charge.push_back(p1.GetCharge());
+        fLAPPDHitP2Charge.push_back(p2.GetCharge());
       }
     }
   }
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 34756c54d..6df847a17 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -261,6 +261,8 @@ class ANNIEEventTreeMaker : public Tool
     vector<double> fLAPPDHitP2HalfHeightTime;
     vector<double> fLAPPDHitP1HalfEndTime;
     vector<double> fLAPPDHitP2HalfEndTime;
+    vector<double> fLAPPDHitP1Charge;
+    vector<double> fLAPPDHitP2Charge;
 
     // waveform
     vector<int> LAPPDWaveformChankey;
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index edd7ca0c5..18b8b301f 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -870,6 +870,11 @@ bool LAPPDLoadStore::LoadData()
                 }
                 ReadBoards = dat.BoardIndex;
                 Raw_buffer = dat.RawWaveform;
+                if(Raw_buffer.size() == 0 || ReadBoards.size() == 0)
+                {
+                    cout << "LAPPD Load Store, find Raw buffer size == 0 or ReadBoards size == 0" << endl;
+                    return false;
+                }
                 LAPPD_ID = dat.LAPPD_ID;
                 if (LAPPD_ID != SelectedLAPPD && SelectSingleLAPPD)
                     return false;

From 82c16e5cbd4cd5bd15463b856bf709bb0bd8d950 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Thu, 8 Aug 2024 15:22:13 -0500
Subject: [PATCH 087/163] Update ClusterFinderConfig

---
 configfiles/BeamClusterAnalysis/ClusterFinderConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/BeamClusterAnalysis/ClusterFinderConfig b/configfiles/BeamClusterAnalysis/ClusterFinderConfig
index c25b028f1..53330c25d 100644
--- a/configfiles/BeamClusterAnalysis/ClusterFinderConfig
+++ b/configfiles/BeamClusterAnalysis/ClusterFinderConfig
@@ -6,7 +6,7 @@ OutputFile BeamRun_ClusterFinder_DefaultOutput #Output root prefix name for the
 ClusterFindingWindow 40 # in ns, size of the window used to "clusterize"
 AcqTimeWindow 70000 # in ns, size of the acquisition window
 ClusterIntegrationWindow 40 # in ns, all hits with +/- 1/2 of this window are considered in the cluster
-MinHitsPerCluster 10 # group of hits are considered clusters above this amount of hits
+MinHitsPerCluster 5 # group of hits are considered clusters above this amount of hits
 end_of_window_time_cut 0.95 # from o to 1, length of the window you want to loop over with respect to acq. window (1 for full window, 0.95 for 95% from the start)
 Plots2D 0 #Draw 2D charge-vs-time plots?
 ChankeyToPMTIDMap ./configfiles/EventDisplay/Data-RecoEvent/Chankey_WCSimID.dat

From cddddcd78e734e02a9782fc1449a7681674f64fa Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Fri, 9 Aug 2024 08:40:24 -0500
Subject: [PATCH 088/163] Update Configs

Change Pedestal path
---
 configfiles/LAPPDProcessedAna/Configs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
index 0fa484e4b..417fdf52f 100644
--- a/configfiles/LAPPDProcessedAna/Configs
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -21,7 +21,7 @@ stopEntries 10000000000
 
 DoPedSubtraction 1
 Nboards 6 #Number of pedestal files to be read in
-PedinputfileTXT ../Pedestals/LAPPD645839/P
+PedinputfileTXT ./Pedestals/LAPPD645839/P
 PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
 
 ReadStorePdeFile 0

From 62c4eaed00c98afbf2dfdd4178a9032cc0df3765 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Wed, 14 Aug 2024 19:48:22 -0500
Subject: [PATCH 089/163] Add modifications to include the LAPPD40 us level
 drift. The drift was calculated in the offsetFit script and loaded in the
 LAPPDLoadStore as a part of the offset

 Changes to be committed:
	modified:   UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
	modified:   offsetFit_MultipleLAPPD.cpp
---
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp |  9 ++-
 offsetFit_MultipleLAPPD.cpp                 | 83 ++++++++++++++++-----
 2 files changed, 70 insertions(+), 22 deletions(-)

diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index 18b8b301f..92edebf4d 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -1513,6 +1513,8 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
     ULong64_t TS_PPSAfter_tick;
     ULong64_t TS_PPSDiff_tick;
     ULong64_t TS_PPSMissing_tick;
+    ULong64_t TS_driftCorrection_ns;
+    ULong64_t BG_driftCorrection_ns;
 
     tree->SetBranchAddress("runNumber", &runNumber);
     tree->SetBranchAddress("subRunNumber", &subRunNumber);
@@ -1531,6 +1533,9 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
     tree->SetBranchAddress("TS_PPSAfter_tick", &TS_PPSAfter_tick);
     tree->SetBranchAddress("TS_PPSDiff_tick", &TS_PPSDiff_tick);
     tree->SetBranchAddress("TS_PPSMissing_tick", &TS_PPSMissing_tick);
+    tree->SetBranchAddress("TS_driftCorrection_ns", &TS_driftCorrection_ns);
+    tree->SetBranchAddress("BG_driftCorrection_ns", &BG_driftCorrection_ns);
+
 
     Long64_t nentries = tree->GetEntries();
     cout << "LAPPDStoreReadIn Loading offsets and corrections, total entries: " << nentries << endl;
@@ -1558,7 +1563,7 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
         }
 
         // Now using EventIndex to place each event correctly
-        Offsets[key][EventIndex] = final_offset_ns_0;
+        Offsets[key][EventIndex] = final_offset_ns_0 + TS_driftCorrection_ns;
         Offsets_minus_ps[key][EventIndex] = static_cast<int>(final_offset_ps_negative_0);
         BGCorrections[key][EventIndex] = static_cast<int>(BGCorrection_tick) - 1000;
         TSCorrections[key][EventIndex] = static_cast<int>(TSCorrection_tick) - 1000;
@@ -1575,7 +1580,7 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
         if (nentries > 10 && i % (static_cast<int>(nentries / 10)) == 0)
         {
             cout << "LAPPDStoreReadIn Loading offsets and corrections, " << i << " entries loaded" << endl;
-            cout << "Printing key: " << key << ", EventIndex: " << EventIndex << ", final_offset_ns_0: " << final_offset_ns_0 << ", final_offset_ps_negative_0: " << final_offset_ps_negative_0 << ", BGCorrection_tick: " << BGCorrection_tick << ", TSCorrection_tick: " << TSCorrection_tick << ", BG_PPSMissing_tick: " << BG_PPSMissing_tick << ", TS_PPSMissing_tick: " << TS_PPSMissing_tick << endl;
+            cout << "Printing key: " << key << ", EventIndex: " << EventIndex << ", final_offset_ns_0: " << final_offset_ns_0 << ", final_offset_ps_negative_0: " << final_offset_ps_negative_0 << ", BGCorrection_tick: " << BGCorrection_tick << ", TSCorrection_tick: " << TSCorrection_tick << ", BG_PPSMissing_tick: " << BG_PPSMissing_tick << ", TS_PPSMissing_tick: " << TS_PPSMissing_tick << ", TS_driftCorrection_ns: " << TS_driftCorrection_ns << ", BG_driftCorrection_ns: " << BG_driftCorrection_ns << endl;
         }
     }
 
diff --git a/offsetFit_MultipleLAPPD.cpp b/offsetFit_MultipleLAPPD.cpp
index 3c5932981..769023467 100644
--- a/offsetFit_MultipleLAPPD.cpp
+++ b/offsetFit_MultipleLAPPD.cpp
@@ -56,7 +56,7 @@ vector<vector<ULong64_t>> fitInThisReset(
     cout << "LAPPD_PPS size: " << LAPPD_PPS.size() << endl;
     cout << "CTCTrigger size: " << CTCTrigger.size() << endl;
     cout << "CTCPPS size: " << CTCPPS.size() << endl;
-    cout << "PPSDeltaT: " << PPSDeltaT << endl;
+    cout << "PPSDeltaT: " << PPSDeltaT << endl; // in ps
     // for this input PPS, fit an offset
     // return the offset and other information in order
     // precedure:
@@ -70,12 +70,20 @@ vector<vector<ULong64_t>> fitInThisReset(
     {
 
         double diff = static_cast<double>(LAPPD_PPS[i] - LAPPD_PPS[i - 1]);
+        cout<<fixed<<"PPSDiff = "<<diff<<endl;
         // cout << "LAPPD_PPS[" << i << "]: " << LAPPD_PPS[i] / 1E9 / 1000 << ", diff is " << diff / 1E9 / 1000 << endl;
         //  cout << "diff: " << diff/1E9 << ", 0.9*deltaT = " << 0.9 * PPSDeltaT/1E9 << ", 1.1*deltaT = " << 1.1 * PPSDeltaT/1E9 << endl;
         // only save the time interval that is close to the deltaT, to avoid the clock tick level miss and the whole PPS pulse was missed.
         if (diff > 0.9 * PPSDeltaT && diff < 1.1 * PPSDeltaT)
+        {
             PPSInterval_ACDC.push_back((PPSDeltaT - diff) / 1000 / 1000);
-        // cout << "Diff of Interval to deltaT in s is " << (PPSDeltaT - diff) / 1000 / 1E9 << endl;
+            cout << "push back interval in us = " << (PPSDeltaT - diff) / 1000 / 1000 << ", 0.9*PPSdeltaT = " << 0.9 * PPSDeltaT / 1E9 << ", 1.1*PPSdeltaT = " << 1.1 * PPSDeltaT / 1E9 << endl;
+        }
+        else
+        {
+            cout << "0.9*PPSdeltaT = " << 0.9 * PPSDeltaT / 1E9 << ", 1.1*PPSdeltaT = " << 1.1 * PPSDeltaT / 1E9 << ", diff = " << (PPSDeltaT - diff) / 1000 / 1000 << endl;
+        }
+        //cout << "Diff of Interval to deltaT in second is " << (PPSDeltaT - diff) / 1000 / 1E9 << endl;
     }
     int totalPPS = LAPPD_PPS.size();
     int driftedPPS = 0;
@@ -84,10 +92,11 @@ vector<vector<ULong64_t>> fitInThisReset(
     for (int i = 0; i < PPSInterval_ACDC.size(); i++)
     {
         // only fill the drift histogram if there is a drift > 2 microseconds
-        if (PPSInterval_ACDC[i] / 1000 / 1000 > 2)
+        cout<<"PPSInterval_ACDC["<<i<<"] = "<<PPSInterval_ACDC[i]<<endl;
+        if (PPSInterval_ACDC[i] > 2)
         {
-            h->Fill(PPSInterval_ACDC[i] / 1000 / 1000); // fill in microseconds
-            // cout << "Fill histogram: PPSInterval_ACDC[" << i << "]: " << PPSInterval_ACDC[i] / 1000 / 1000 << endl;
+            h->Fill(PPSInterval_ACDC[i]); // fill in microseconds
+            cout << "Fill histogram: PPSInterval_ACDC[" << i << "]: " << PPSInterval_ACDC[i] << endl;
         }
     }
 
@@ -124,9 +133,12 @@ vector<vector<ULong64_t>> fitInThisReset(
             }
             else
             {
-                double driftScaling = LAPPD_PPS_ns / trueInterval / 1000;
+                double LAPPD_PPS_ns_dd = static_cast<double>(LAPPD_PPS_ns);
+                double driftScaling = LAPPD_PPS_ns_dd / (trueInterval / 1000);
                 ULong64_t totalDriftedClock = static_cast<ULong64_t>(drift * driftScaling / 1000);
                 offsetNow_ns = CTCPPS.at(j) - (LAPPD_PPS_ns + totalDriftedClock);
+                if (i < 3 && j < 3)
+                    cout<<"totalDriftedClock in ns = "<<driftScaling <<" number of interval * "<<drift/1000 <<" ns drift per interval = "<<totalDriftedClock<<" ns."<<endl;
             }
 
             if (i < 3 && j < 3)
@@ -154,10 +166,14 @@ vector<vector<ULong64_t>> fitInThisReset(
                 ULong64_t driftCorrectionForTS = 0;
                 if (drift != 0)
                 {
-                    double driftScaling = TS_ns / trueInterval / 1000;
+                    double TS_ns_dd = static_cast<double>(TS_ns);
+                    double driftScaling = TS_ns_dd / (trueInterval / 1000);
                     driftCorrectionForTS = static_cast<ULong64_t>(drift * driftScaling / 1000);
+                    if(lappdb<3 && i<3 && j<3)
+                        cout<<i<<j<<lappdb<<": driftCorrectionForTS = "<<driftScaling <<" number of interval * "<<drift/1000 <<" ns drift per interval = "<<driftCorrectionForTS<<" ns."<<endl;
                 }
 
+
                 // this is the TS we use for matching
                 ULong64_t DriftCorrectedTS_ns = TS_ns + offsetNow_ns + driftCorrectionForTS;
 
@@ -334,10 +350,12 @@ vector<vector<ULong64_t>> fitInThisReset(
     {
         ULong64_t LAPPD_PPS_ns = LAPPD_PPS.at(final_i) / 1000;
         ULong64_t LAPPD_PPS_truncated_ps = LAPPD_PPS.at(final_i) % 1000;
-        double driftScaling = LAPPD_PPS_ns / trueInterval / 1000; // this is the same drift scaling as in the matching loop
+        double driftScaling = static_cast<double>(LAPPD_PPS_ns) / (trueInterval / 1000); // this is the same drift scaling as in the matching loop
         ULong64_t totalDriftedClock = static_cast<ULong64_t>(drift * driftScaling / 1000);
+        cout<<fixed<<"Found CTCPPS as "<<CTCPPS.at(final_j)<<", LAPPD_PPS_ns = "<<LAPPD_PPS_ns;
         final_offset_ns = CTCPPS.at(final_j) - (LAPPD_PPS_ns + totalDriftedClock);
         final_offset_ps_negative = LAPPD_PPS_truncated_ps; // this is useless if there is a drift though.
+        cout<<" final_offset_ns = "<<final_offset_ns<<", driftScaling = "<<driftScaling<<", totalDriftedClock_ns = "<<totalDriftedClock<<endl;
     }
     /*
     cout << "******* Fit Finished *******" << endl;
@@ -390,6 +408,9 @@ vector<vector<ULong64_t>> fitInThisReset(
     vector<ULong64_t> TS_PPSDiff;
     vector<ULong64_t> TS_PPSMiss;
 
+    vector<ULong64_t> TS_driftCorrection_ns;
+    vector<ULong64_t> BG_driftCorrection_ns;
+
     // calculate the missing ticks for each LAPPD PPS
     PPS_tick_correction.push_back(0);
     LAPPD_PPS_missing_ticks.push_back(0);
@@ -490,13 +511,17 @@ vector<vector<ULong64_t>> fitInThisReset(
         ULong64_t driftCorrectionForBG = 0;
         if (drift != 0)
         {
-            double driftScaling = TS_ns / trueInterval / 1000;
-            driftCorrectionForTS = static_cast<ULong64_t>(drift * driftScaling / 1000);
-            double driftScalingBG = BG_ns / trueInterval / 1000;
-            driftCorrectionForBG = static_cast<ULong64_t>(drift * driftScalingBG / 1000);
+            
+            double driftScaling = static_cast<double>(TS_ns) / (trueInterval / 1000);
+            driftCorrectionForTS = static_cast<ULong64_t>(drift/ 1000 * driftScaling );
+            double driftScalingBG = static_cast<double>(BG_ns) / (trueInterval / 1000);
+            driftCorrectionForBG = static_cast<ULong64_t>(drift/ 1000 * driftScalingBG );
+            cout<<"drift = "<<drift<<", driftScaling = "<<driftScaling<<", driftCorrectionForTS = "<<driftCorrectionForTS<<", driftCorrectionForBG = "<<driftCorrectionForBG<<endl;
+            cout<<"driftCorrectionForTS = "<<driftCorrectionForTS<<", driftCorrectionForBG = "<<driftCorrectionForBG<<endl;
         }
         ULong64_t DriftCorrectedTS_ns = TS_ns + final_offset_ns + driftCorrectionForTS;
         ULong64_t DriftCorrectedBG_ns = BG_ns + final_offset_ns + driftCorrectionForBG;
+        cout<<"DriftCorrectedTS_ns = "<<DriftCorrectedTS_ns<<" =: final_offset_ns = "<<final_offset_ns<<" + driftCorrectionForTS = "<<driftCorrectionForTS<<" + TS_ns = "<<TS_ns<<endl;
         ULong64_t min_mean_dev_match = std::numeric_limits<ULong64_t>::max();
         int matchedIndex = 0;
         for (int c = 0; c < CTCTrigger.size(); c++)
@@ -699,6 +724,9 @@ vector<vector<ULong64_t>> fitInThisReset(
         TS_PPSAfter.push_back(TS_PPSAfter_tick);
         TS_PPSDiff.push_back(TS_PPSDiff_tick);
         TS_PPSMiss.push_back(TS_PPSMissing_tick);
+
+        TS_driftCorrection_ns.push_back(driftCorrectionForTS);
+        BG_driftCorrection_ns.push_back(driftCorrectionForBG);
     }
     ULong64_t totalEventNumber = LAPPDDataTimeStampUL.size();
     ULong64_t gotOrphanCount_out = gotOrphanCount;
@@ -711,7 +739,7 @@ vector<vector<ULong64_t>> fitInThisReset(
 
     vector<ULong64_t> FitInfo = {final_offset_ns, final_offset_ps_negative, gotOrphanCount_out, gotMin_mean_dev_noOrphan_out, increament_times_out, min_mean_dev_out, final_i_out, final_j_out, totalEventNumber, drift_out};
 
-    vector<vector<ULong64_t>> Result = {FitInfo, TimeStampRaw, BeamGateRaw, TimeStamp_ns, BeamGate_ns, TimeStamp_ps, BeamGate_ps, EventIndex, EventDeviation_ns, CTCTriggerIndex, CTCTriggerTimeStamp_ns, BeamGate_correction_tick, TimeStamp_correction_tick, LAPPD_PPS_interval_ticks, BG_PPSBefore, BG_PPSAfter, BG_PPSDiff, BG_PPSMiss, TS_PPSBefore, TS_PPSAfter, TS_PPSDiff, TS_PPSMiss};
+    vector<vector<ULong64_t>> Result = {FitInfo, TimeStampRaw, BeamGateRaw, TimeStamp_ns, BeamGate_ns, TimeStamp_ps, BeamGate_ps, EventIndex, EventDeviation_ns, CTCTriggerIndex, CTCTriggerTimeStamp_ns, BeamGate_correction_tick, TimeStamp_correction_tick, LAPPD_PPS_interval_ticks, BG_PPSBefore, BG_PPSAfter, BG_PPSDiff, BG_PPSMiss, TS_PPSBefore, TS_PPSAfter, TS_PPSDiff, TS_PPSMiss, TS_driftCorrection_ns, BG_driftCorrection_ns};
     return Result;
 }
 
@@ -1088,6 +1116,8 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
     ULong64_t final_offset_ns_1;
     ULong64_t final_offset_ps_negative_0;
     ULong64_t final_offset_ps_negative_1;
+    double drift0;
+    double drift1;
     ULong64_t gotOrphanCount_0;
     ULong64_t gotOrphanCount_1;
     ULong64_t gotMin_mean_dev_noOrphan_0;
@@ -1118,6 +1148,10 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
     ULong64_t TS_PPSAfter_tick;
     ULong64_t TS_PPSDiff_tick;
     ULong64_t TS_PPSMissing_tick;
+
+    ULong64_t TS_driftCorrection_ns;
+    ULong64_t BG_driftCorrection_ns;
+
     tOut->Branch("runNumber", &runNumber_out, "runNumber/I");
     tOut->Branch("subRunNumber", &subRunNumber_out, "subRunNumber/I");
     tOut->Branch("partFileNumber", &partFileNumber_out, "partFileNumber/I");
@@ -1128,6 +1162,8 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
     tOut->Branch("final_offset_ns_1", &final_offset_ns_1, "final_offset_ns_1/l");
     tOut->Branch("final_offset_ps_negative_0", &final_offset_ps_negative_0, "final_offset_ps_negative_0/l");
     tOut->Branch("final_offset_ps_negative_1", &final_offset_ps_negative_1, "final_offset_ps_negative_1/l");
+    tOut->Branch("drift0", &drift0, "drift0/D");
+    tOut->Branch("drift1", &drift1, "drift1/D");
     tOut->Branch("gotOrphanCount_0", &gotOrphanCount_0, "gotOrphanCount_0/l");
     tOut->Branch("gotOrphanCount_1", &gotOrphanCount_1, "gotOrphanCount_1/l");
     tOut->Branch("gotMin_mean_dev_noOrphan_0", &gotMin_mean_dev_noOrphan_0, "gotMin_mean_dev_noOrphan_0/l");
@@ -1158,6 +1194,9 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
     tOut->Branch("TS_PPSAfter_tick", &TS_PPSAfter_tick, "TS_PPSAfter_tick/l");
     tOut->Branch("TS_PPSDiff_tick", &TS_PPSDiff_tick, "TS_PPSDiff_tick/l");
     tOut->Branch("TS_PPSMissing_tick", &TS_PPSMissing_tick, "TS_PPSMissing_tick/l");
+    tOut->Branch("TS_driftCorrection_ns", &TS_driftCorrection_ns, "TS_driftCorrection_ns/l");
+    tOut->Branch("BG_driftCorrection_ns", &BG_driftCorrection_ns, "BG_driftCorrection_ns/l");
+    
     std::ofstream outputEvents("outputEvents.txt");
     for (auto it = ResultMap.begin(); it != ResultMap.end(); it++)
     {
@@ -1172,18 +1211,20 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
         partFileNumber_out = std::stoi(key.substr(key.find("_", key.find("_") + 1) + 1, key.find("_", key.find("_", key.find("_") + 1) + 1) - key.find("_", key.find("_") + 1) - 1));
         LAPPD_ID_out = std::stoi(key.substr(key.find("_", key.find("_", key.find("_") + 1) + 1) + 1, key.size() - key.find("_", key.find("_", key.find("_") + 1) + 1) - 1));
         final_offset_ns_0 = Result[0][0];
-        final_offset_ns_1 = Result[22][0];
+        final_offset_ns_1 = Result[24][0];
         final_offset_ps_negative_0 = Result[0][1];
-        final_offset_ps_negative_1 = Result[22][1];
+        final_offset_ps_negative_1 = Result[24][1];
         gotOrphanCount_0 = Result[0][2];
-        gotOrphanCount_1 = Result[22][2];
+        gotOrphanCount_1 = Result[24][2];
         gotMin_mean_dev_noOrphan_0 = Result[0][3];
-        gotMin_mean_dev_noOrphan_1 = Result[22][3];
+        gotMin_mean_dev_noOrphan_1 = Result[24][3];
         increament_times_0 = Result[0][4];
-        increament_times_1 = Result[22][4];
+        increament_times_1 = Result[24][4];
         min_mean_dev_0 = Result[0][5];
-        min_mean_dev_1 = Result[22][5];
+        min_mean_dev_1 = Result[24][5];
         EventNumberInThisPartFile = Result[0][8];
+        drift0 = Result[0][9];
+        drift1 = Result[24][9];
 
         //                                      0           1           2           3           4               5               6           7           8                    9           10                     11                          12                          13                      14              15          16          17          18          19              20          21
         // vector<vector<ULong64_t>> Result = {FitInfo, TimeStampRaw, BeamGateRaw, TimeStamp_ns, BeamGate_ns, TimeStamp_ps, BeamGate_ps, EventIndex, EventDeviation_ns, CTCTriggerIndex, CTCTriggerTimeStamp_ns, BeamGate_correction_tick, TimeStamp_correction_tick, LAPPD_PPS_interval_ticks, BG_PPSBefore, BG_PPSAfter, BG_PPSDiff, BG_PPSMiss, TS_PPSBefore, TS_PPSAfter, TS_PPSDiff, TS_PPSMiss};
@@ -1193,7 +1234,7 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
             long long BGTdiff = Result[4][j] - Result[10][j] - 325250;
             // cout<<"BGTDiff: "<<BGTdiff<<endl;
             // cout<<"Saving BeamGate_ns = "<<Result[4][j]<<", CTCTriggerTimeStamp_ns = "<<Result[10][j]<<", with BG-T-325250= "<<BGTdiff<<", at partFileNumber "<<partFileNumber_out<<", EventIndex = "<<Result[7][j]<<", j = "<<j<<endl;
-            outputEvents << fixed << Result[3][j] << " " << Result[5][j] << " " << Result[4][j] << " " << Result[6][j] << " " << Result[10][j] << " " << BGTdiff << " " << partFileNumber_out << " " << Result[7][j] << " " << Result[11][j] << " " << Result[12][j] << " " << Result[13][j] << std::endl;
+            outputEvents << fixed << Result[3][j] << " " << Result[5][j] << " " << Result[4][j] << " " << Result[6][j] << " " << Result[10][j] << " " << BGTdiff << " " << partFileNumber_out << " " << Result[7][j] << " " << Result[11][j] << " " << Result[12][j] << " " << Result[13][j] << " " << Result[22][j] << " " << Result[23][j] << endl;
             EventIndex = Result[7][j];
             TimeStampRaw = Result[1][j];
             BeamGateRaw = Result[2][j];
@@ -1217,6 +1258,8 @@ void offsetFit_MultipleLAPPD(string fileName, int fitTargetTriggerWord, bool tri
             TS_PPSAfter_tick = Result[19][j];
             TS_PPSDiff_tick = Result[20][j];
             TS_PPSMissing_tick = Result[21][j];
+            TS_driftCorrection_ns = Result[22][j];
+            BG_driftCorrection_ns = Result[23][j];
             tOut->Fill();
         }
         outputOffset << runNumber_out << "\t" << subRunNumber_out << "\t" << partFileNumber_out << "\t" << 0 << "\t" << LAPPD_ID_out << "\t" << final_offset_ns_0 << "\t" << final_offset_ns_1 << "\t" << final_offset_ps_negative_0 << "\t" << final_offset_ps_negative_1 << "\t" << gotOrphanCount_0 << "\t" << gotOrphanCount_1 << "\t" << EventNumberInThisPartFile << "\t" << gotMin_mean_dev_noOrphan_0 << "\t" << gotMin_mean_dev_noOrphan_1 << "\t" << increament_times_0 << "\t" << increament_times_1 << "\t" << min_mean_dev_0 << "\t" << min_mean_dev_1 << std::endl;

From cd65f89b3dda379398dca504313e8983c88d2105 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Thu, 15 Aug 2024 09:29:18 -0500
Subject: [PATCH 090/163] Add LAPPDLoadTXT to load ASCII data with other LAPPD
 Tools. Add LAPPDASCIIAna for ASCII analysis with new tools. Most of the
 config files were copied from LAPPDProcessedAna

 Changes to be committed:
	modified:   UserTools/Factory/Factory.cpp
	new file:   UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp
	new file:   UserTools/LAPPDLoadTXT/LAPPDLoadTXT.h
	new file:   UserTools/LAPPDLoadTXT/README.md
	modified:   UserTools/LAPPDPlots/LAPPDPlots.cpp
	modified:   UserTools/Unity.h
	new file:   configfiles/LAPPDASCIIAna/ConfigGeo
	new file:   configfiles/LAPPDASCIIAna/ConfigPlot
	new file:   configfiles/LAPPDASCIIAna/ConfigPreProcess
	new file:   configfiles/LAPPDASCIIAna/ConfigStoreReadIn
	new file:   configfiles/LAPPDASCIIAna/ConfigTXT
	new file:   configfiles/LAPPDASCIIAna/Configs
	new file:   configfiles/LAPPDASCIIAna/FindMrdTracksConfig
	new file:   configfiles/LAPPDASCIIAna/LoadANNIEEventConfig
	new file:   configfiles/LAPPDASCIIAna/ProcessedLAPPDFilterConfig
	new file:   configfiles/LAPPDASCIIAna/TimeClusteringConfig
	new file:   configfiles/LAPPDASCIIAna/ToolChainConfig
	new file:   configfiles/LAPPDASCIIAna/ToolsConfig
	new file:   configfiles/LAPPDASCIIAna/knownlist
---
 UserTools/Factory/Factory.cpp                 |   1 +
 UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp       | 264 ++++++++++++++++++
 UserTools/LAPPDLoadTXT/LAPPDLoadTXT.h         |  67 +++++
 UserTools/LAPPDLoadTXT/README.md              |  20 ++
 UserTools/LAPPDPlots/LAPPDPlots.cpp           |   4 +-
 UserTools/Unity.h                             |   1 +
 configfiles/LAPPDASCIIAna/ConfigGeo           |  11 +
 configfiles/LAPPDASCIIAna/ConfigPlot          | 139 +++++++++
 configfiles/LAPPDASCIIAna/ConfigPreProcess    |  65 +++++
 configfiles/LAPPDASCIIAna/ConfigStoreReadIn   |  42 +++
 configfiles/LAPPDASCIIAna/ConfigTXT           |  84 ++++++
 configfiles/LAPPDASCIIAna/Configs             |  74 +++++
 configfiles/LAPPDASCIIAna/FindMrdTracksConfig |  12 +
 .../LAPPDASCIIAna/LoadANNIEEventConfig        |   6 +
 .../LAPPDASCIIAna/ProcessedLAPPDFilterConfig  |   1 +
 .../LAPPDASCIIAna/TimeClusteringConfig        |  13 +
 configfiles/LAPPDASCIIAna/ToolChainConfig     |  24 ++
 configfiles/LAPPDASCIIAna/ToolsConfig         |  14 +
 configfiles/LAPPDASCIIAna/knownlist           |   1 +
 19 files changed, 842 insertions(+), 1 deletion(-)
 create mode 100644 UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp
 create mode 100644 UserTools/LAPPDLoadTXT/LAPPDLoadTXT.h
 create mode 100644 UserTools/LAPPDLoadTXT/README.md
 create mode 100644 configfiles/LAPPDASCIIAna/ConfigGeo
 create mode 100755 configfiles/LAPPDASCIIAna/ConfigPlot
 create mode 100755 configfiles/LAPPDASCIIAna/ConfigPreProcess
 create mode 100755 configfiles/LAPPDASCIIAna/ConfigStoreReadIn
 create mode 100644 configfiles/LAPPDASCIIAna/ConfigTXT
 create mode 100644 configfiles/LAPPDASCIIAna/Configs
 create mode 100644 configfiles/LAPPDASCIIAna/FindMrdTracksConfig
 create mode 100644 configfiles/LAPPDASCIIAna/LoadANNIEEventConfig
 create mode 100644 configfiles/LAPPDASCIIAna/ProcessedLAPPDFilterConfig
 create mode 100644 configfiles/LAPPDASCIIAna/TimeClusteringConfig
 create mode 100644 configfiles/LAPPDASCIIAna/ToolChainConfig
 create mode 100644 configfiles/LAPPDASCIIAna/ToolsConfig
 create mode 100644 configfiles/LAPPDASCIIAna/knownlist

diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index cd4bd1685..82b0c3a3f 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -184,5 +184,6 @@ if (tool=="ANNIEEventTreeMaker") ret=new ANNIEEventTreeMaker;
 if (tool=="ProcessedLAPPDFilter") ret=new ProcessedLAPPDFilter;
 if (tool=="BeamQuality") ret=new BeamQuality;
 if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
+if (tool=="LAPPDLoadTXT") ret=new LAPPDLoadTXT;
 return ret;
 }
diff --git a/UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp b/UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp
new file mode 100644
index 000000000..aa2a51c14
--- /dev/null
+++ b/UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp
@@ -0,0 +1,264 @@
+#include "LAPPDLoadTXT.h"
+
+LAPPDLoadTXT::LAPPDLoadTXT() : Tool() {}
+
+bool LAPPDLoadTXT::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  LAPPDLoadTXTVerbosity = 0;
+  m_variables.Get("LAPPDLoadTXTVerbosity", LAPPDLoadTXTVerbosity);
+
+  PedFileNameTXT = "../Pedestals/TXTPdedestals/P";
+  m_variables.Get("PedFileNameTXT", PedFileNameTXT);
+
+  NBoards = 2;
+  m_variables.Get("NBoards", NBoards);
+
+  OutputWavLabel = "RawLAPPDData";
+  m_variables.Get("OutputWavLabel", OutputWavLabel);
+
+  DoPedSubtract = true;
+  m_variables.Get("DoPedSubtract", DoPedSubtract);
+
+  if (DoPedSubtract)
+  {
+    PedestalValues = new std::map<unsigned long, vector<int>>;
+    for (int i = 0; i < NBoards; i++)
+    {
+      Log("LAPPDLoadTXT: Loading " + std::to_string(NBoards) + "Pedestal file from " + PedFileNameTXT, 0, LAPPDLoadTXTVerbosity);
+      ReadPedestal(i);
+    }
+    Log("LAPPDLoadTXT: Pedestal file loaded", 0, LAPPDLoadTXTVerbosity);
+  }
+
+  Nsamples = 256;
+  m_variables.Get("Nsamples", Nsamples);
+  NChannels = 30;
+  m_variables.Get("NChannels", NChannels);
+  TrigChannel = 5;
+  m_variables.Get("TrigChannel", TrigChannel);
+  LAPPDchannelOffset = 1000;
+  m_variables.Get("LAPPDchannelOffset", LAPPDchannelOffset);
+  SampleSize = 80;
+  m_variables.Get("SampleSize", SampleSize);
+
+  m_data->Stores["ANNIEEvent"]->Set("Nsamples", Nsamples);
+  m_data->Stores["ANNIEEvent"]->Set("NChannels", NChannels);
+  m_data->Stores["ANNIEEvent"]->Set("TrigChannel", TrigChannel);
+  m_data->Stores["ANNIEEvent"]->Set("LAPPDchannelOffset", LAPPDchannelOffset);
+  m_data->Stores["ANNIEEvent"]->Set("SampleSize", SampleSize);
+
+  m_variables.Get("DataFileName", DataFileName);
+  DataFile.open(DataFileName);
+  if (!DataFile.is_open())
+  {
+    cout << "LAPPDLoadTXT: Failed to open " << DataFileName << "!" << endl;
+    return false;
+  }
+
+  eventNo = 0;
+
+  oldLaser = 0;
+  m_variables.Get("oldLaser", oldLaser);
+
+  return true;
+}
+
+bool LAPPDLoadTXT::Execute()
+{
+  Log("LAPPDLoadTXT: Reading data file", v_message, LAPPDLoadTXTVerbosity);
+  bool isFiltered = false;
+  m_data->Stores["ANNIEEvent"]->Set("isFiltered", isFiltered);
+  bool isBLsub = false;
+  m_data->Stores["ANNIEEvent"]->Set("isBLsubtracted", isBLsub);
+  bool isCFD = false;
+  m_data->Stores["ANNIEEvent"]->Set("isCFD", isCFD);
+
+  LAPPDWaveforms = new std::map<unsigned long, vector<Waveform<double>>>;
+
+  if (eventNo % 50 == 0)
+    Log("LAPPDLoadTXT: Event " + std::to_string(eventNo), v_message, LAPPDLoadTXTVerbosity);
+
+  // alwasys set LAPPDana to true because we are loading ASCII data, every loop mush has data
+  bool LAPPDana = true;
+  m_data->CStore.Set("LAPPDana", LAPPDana);
+
+  ReadData();
+
+  vector<int> NReadBoards = {0, 1};
+  m_data->Stores["ANNIEEvent"]->Set("ACDCboards", NReadBoards);
+  m_data->Stores["ANNIEEvent"]->Set("SortedBoards", NReadBoards);
+
+  vector<int> ACDCReadedLAPPDID = {0, 0};
+  m_data->Stores["ANNIEEvent"]->Set("ACDCReadedLAPPDID", ACDCReadedLAPPDID);
+
+  int LAPPD_ID = 0;
+  m_data->Stores["ANNIEEvent"]->Set("oldLaser", oldLaser);
+  m_data->Stores["ANNIEEvent"]->Set("LAPPD_ID", LAPPD_ID);
+  m_data->Stores["ANNIEEvent"]->Set("TrigChannel", TrigChannel);
+  m_data->Stores["ANNIEEvent"]->Set("LAPPDchannelOffset", LAPPDchannelOffset);
+  m_data->Stores["ANNIEEvent"]->Set("SampleSize", SampleSize);
+
+  m_data->Stores["ANNIEEvent"]->Set(OutputWavLabel, LAPPDWaveforms);
+  m_data->Stores["ANNIEEvent"]->Set("ACDCmetadata", metaData);
+  LAPPDWaveforms->clear();
+  metaData.clear();
+  eventNo++;
+
+  return true;
+}
+
+bool LAPPDLoadTXT::Finalise()
+{
+  DataFile.close();
+  Log("LAPPDLoadTXT: Data file closed", v_message, LAPPDLoadTXTVerbosity);
+
+  return true;
+}
+
+bool LAPPDLoadTXT::ReadPedestal(int boardNo)
+{
+  // copied fomr LAPPDLoadStore
+
+  if (LAPPDLoadTXTVerbosity > 0)
+    cout << "Getting Pedestals " << boardNo << endl;
+
+  std::string LoadName = PedFileNameTXT;
+  string nextLine; // temp line to parse
+  double finalsampleNo;
+  std::string ext = std::to_string(boardNo);
+  ext += ".txt";
+  LoadName += ext;
+  ifstream PedFile;
+  PedFile.open(LoadName); // final name: PedFileNameTXT + boardNo + .txt
+  if (!PedFile.is_open())
+  {
+    cout << "Failed to open " << LoadName << "!" << endl;
+    return false;
+  }
+  if (LAPPDLoadTXTVerbosity > 0)
+    cout << "Opened pedestal file: " << LoadName << endl;
+
+  int sampleNo = 0; // sample number
+  while (getline(PedFile, nextLine))
+  {
+    istringstream iss(nextLine);            // copies the current line in the file
+    int location = -1;                      // counts the current perameter in the line
+    string stempValue;                      // current string in the line
+    int tempValue;                          // current int in the line
+    unsigned long channelNo = boardNo * 30; // channel number
+    // cout<<"NEW BOARD "<<channelNo<<" "<<sampleNo<<endl;
+    // starts the loop at the beginning of the line
+    while (iss >> stempValue)
+    {
+      location++;
+      tempValue = stoi(stempValue, 0, 10);
+      if (sampleNo == 0)
+      {
+        vector<int> tempPed;
+        tempPed.push_back(tempValue);
+        PedestalValues->insert(pair<unsigned long, vector<int>>(channelNo, tempPed));
+        if (LAPPDLoadTXTVerbosity > 0)
+          cout << "Inserting pedestal at channelNo " << channelNo << endl;
+      }
+      else
+      {
+        (((PedestalValues->find(channelNo))->second)).push_back(tempValue);
+      }
+
+      channelNo++;
+    }
+    sampleNo++;
+  }
+  if (LAPPDLoadTXTVerbosity > 0)
+    cout << "FINAL SAMPLE NUMBER: " << PedestalValues->size() << " " << (((PedestalValues->find(0))->second)).size() << endl;
+  PedFile.close();
+  return true;
+}
+
+void LAPPDLoadTXT::ReadData()
+{
+  string nextLine; // temp line to parse
+
+  map<unsigned long, vector<Waveform<double>>>::iterator itr;
+
+  int lineNumber = 0;
+  while (getline(DataFile, nextLine))
+  {
+    int sampleNo = 0;            // sample number
+    unsigned long channelNo = 0; // channel number
+    istringstream iss(nextLine); // copies the current line in the file
+    int location = -1;           // counts the current perameter in the line
+    string stempValue;           // current string in the line
+    int tempValue;               // current int in the line
+
+    while (iss >> stempValue)
+    {
+      location++;
+      if (location == 0)
+      {
+        sampleNo = stoi(stempValue, 0, 10);
+        Log("LAPPDLoadTXT: at sampleNo " + std::to_string(sampleNo) + " at line " + std::to_string(lineNumber), 5, LAPPDLoadTXTVerbosity);
+        continue;
+      }
+      Log("LAPPDLoadTXT: Parsing 30 channels for sample " + std::to_string(sampleNo) + " at location " + std::to_string(location), 10, LAPPDLoadTXTVerbosity);
+
+      if (location % 31 == 0)
+      {
+        metaDataString.push_back(stempValue);
+        // convert string stempValue to unsigned short
+        unsigned short tempMeta = (unsigned short)stoi(stempValue, 0, 16);
+        metaData.push_back(tempMeta);
+        continue;
+      }
+
+      int tempValue = stoi(stempValue, 0, 10);
+
+      int theped;
+      map<unsigned long, vector<int>>::iterator pitr;
+      if ((PedestalValues->count(channelNo)) > 0)
+      {
+        pitr = PedestalValues->find(channelNo);
+        theped = (pitr->second).at(sampleNo);
+      }
+      else
+      {
+        theped = 0;
+      }
+
+      int pedsubValue = tempValue - theped;
+      if(LAPPDLoadTXTVerbosity>11)
+        cout<<"LAPPDLoadTXT: data value: "<<tempValue<<" pedestal value: "<<theped<<" pedsub value: "<<pedsubValue<<", inserted "<< 0.3 * ((double)pedsubValue)<<endl;
+
+      if (sampleNo == 0)
+      {
+        Waveform<double> tempwav;
+        tempwav.PushSample(0.3 * ((double)pedsubValue)); // what is 0.3?
+        vector<Waveform<double>> Vtempwav;
+        Vtempwav.push_back(tempwav);
+        LAPPDWaveforms->insert(pair<unsigned long, vector<Waveform<double>>>(channelNo, Vtempwav));
+        Log("LAPPDLoadTXT: Inserting waveform at channel " + std::to_string(channelNo), 5, LAPPDLoadTXTVerbosity);
+      }
+      else
+      {
+        (((LAPPDWaveforms->find(channelNo))->second).at(0)).PushSample(0.3 * ((double)pedsubValue));
+      }
+
+      channelNo++;
+    }
+    lineNumber++;
+    if (sampleNo == 255)
+    {
+      Log("LAPPDLoadTXT: Event " + std::to_string(eventNo) + " loaded", v_message, LAPPDLoadTXTVerbosity);
+      break;
+    }
+  }
+}
diff --git a/UserTools/LAPPDLoadTXT/LAPPDLoadTXT.h b/UserTools/LAPPDLoadTXT/LAPPDLoadTXT.h
new file mode 100644
index 000000000..fdf838617
--- /dev/null
+++ b/UserTools/LAPPDLoadTXT/LAPPDLoadTXT.h
@@ -0,0 +1,67 @@
+#ifndef LAPPDLoadTXT_H
+#define LAPPDLoadTXT_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+
+#include <map>
+#include <bitset>
+#include <fstream>
+#include "Tool.h"
+
+/**
+ * \class LAPPDLoadTXT
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: B.Richards $
+ * $Date: 2019/05/28 10:44:00 $
+ * Contact: b.richards@qmul.ac.uk
+ */
+class LAPPDLoadTXT : public Tool
+{
+
+public:
+    LAPPDLoadTXT();                                           ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+    bool ReadPedestal(int boardNo);                           ///< Read in the Pedestal Files
+    void ReadData();
+
+private:
+    int LAPPDLoadTXTVerbosity;
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+
+    string PedFileNameTXT;
+    int NBoards;
+    string DataFileName;
+
+    ifstream DataFile;
+
+    std::map<unsigned long, vector<int>> *PedestalValues;
+    std::map<unsigned long, vector<Waveform<double>>> *LAPPDWaveforms;
+    vector<unsigned short> metaData;
+    vector<string> metaDataString;
+
+    int DoPedSubtract;
+
+    string OutputWavLabel;
+
+    int eventNo;
+
+    int NChannels;
+    int Nsamples;
+    int TrigChannel;
+    double SampleSize;
+    int LAPPDchannelOffset;
+
+    int oldLaser;
+};
+
+#endif
diff --git a/UserTools/LAPPDLoadTXT/README.md b/UserTools/LAPPDLoadTXT/README.md
new file mode 100644
index 000000000..42ba05ec1
--- /dev/null
+++ b/UserTools/LAPPDLoadTXT/README.md
@@ -0,0 +1,20 @@
+# LAPPDLoadTXT
+
+LAPPDLoadTXT
+
+## Data
+
+Describe any data formats LAPPDLoadTXT creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for LAPPDLoadTXT.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/LAPPDPlots/LAPPDPlots.cpp b/UserTools/LAPPDPlots/LAPPDPlots.cpp
index 6bd7d81fb..63341fcee 100644
--- a/UserTools/LAPPDPlots/LAPPDPlots.cpp
+++ b/UserTools/LAPPDPlots/LAPPDPlots.cpp
@@ -296,7 +296,9 @@ bool LAPPDPlots::Execute()
       if (!drawTriggerChannel)
         nstrips = 28;
       const double BinHistMinConst = BinHistMin;
-      const double BinHistMaxConst = BinHistMax;
+      //cout<<"min is "<<BinHistMin<<", "<<BinHistMinConst<<endl;
+      const int BinHistMaxConst = BinHistMax;
+      //cout<<"max is "<<BinHistMax<<", "<<BinHistMaxConst<<endl;
       const int BinHistNumberConst = BinHistNumber;
       TH2D *h = new TH2D(HistoName, HistoName, BinHistNumberConst, BinHistMinConst, BinHistMaxConst, nstrips, 0 - 0.5, nstrips - 0.5);
       if (LAPPDPlotsVerbosity > 3)
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index a24befea3..1a77c1d5a 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -192,3 +192,4 @@
 #include "ProcessedLAPPDFilter.h"
 #include "BeamQuality.h"
 #include "FitRWMWaveform.h"
+#include "LAPPDLoadTXT.h"
diff --git a/configfiles/LAPPDASCIIAna/ConfigGeo b/configfiles/LAPPDASCIIAna/ConfigGeo
new file mode 100644
index 000000000..ffe0ca918
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/ConfigGeo
@@ -0,0 +1,11 @@
+#LoadGeometry
+verbosity 0
+LAPPDChannelCount 60
+FACCMRDGeoFile ./configfiles/LoadGeometry/FullMRDGeometry.csv
+DetectorGeoFile ./configfiles/LoadGeometry/DetectorGeometrySpecs.csv
+LAPPDGeoFile ./configfiles/LAPPDana/LAPPDGeometry.csv
+TankPMTGeoFile ./configfiles/LoadGeometry/FullTankPMTGeometry.csv
+TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains_BeamRun20192020.csv
+AuxiliaryChannelFile ./configfiles/LoadGeometry/AuxChannels.csv
+LAPPDMerging 0
+
diff --git a/configfiles/LAPPDASCIIAna/ConfigPlot b/configfiles/LAPPDASCIIAna/ConfigPlot
new file mode 100755
index 000000000..9f0140893
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/ConfigPlot
@@ -0,0 +1,139 @@
+oldLaser 0 #1 for old data, 0 for new trigger boards
+
+#LAPPDBaselineSubtract
+BLSInputWavLabel AlignedLAPPDData
+BaselineSubstractVerbosityLevel 0
+TrigChannel 5 #Specified channel the trigger signal will be on
+LAPPDchannelOffset 1000
+LowBLfitrange 25;
+HiBLfitrange  60;
+TrigLowBLfitrange 30
+TrigHiBLfitrange  100
+BLSOutputWavLabel ABLSLAPPDData
+oldLaserTrigAmpRange 40
+
+#LAPPDFindPeak
+FindPeakVerbosity 0
+FiltPeakInputWavLabel FiltLAPPDData
+RawPeakInputWavLabel LAPPDWaveforms
+BLSPeakInputWavLabel ABLSLAPPDData
+FindPeakOutLabel SimpleRecoLAPPDPulses
+TotThreshold 15.
+MinimumTot 900.
+Deltat 100.
+
+# General Parameters
+Nsamples 256
+SampleSize 100
+NChannels 60
+
+#LAPPDPlotWaveForms
+requireT0signal 0
+SaveByChannel 1
+#PlotWavLabel RawLAPPDData
+#PlotWavLabel LAPPDWaveforms
+PlotWavLabel BLsubtractedLAPPDData
+#PlotWavLabel AlignedLAPPDData
+switchBit 0
+
+outfile WaveForms_ablsub.root
+NHistos 200
+SaveSingleStrip 0
+SingleStripNo 9
+plotLow -10
+plotHigh 20
+
+#LAPPDPlotWaveForms2D
+outfile2D RawDataWaveForms_2D.root
+plot2DrecoPulseInputLabel thresRecoLAPPDPulses
+plot2DrecoHitInputLabel thresRecoLAPPDHits
+includeRecoPulses 1
+includeRecoHits 1
+plotAdditionalPart 1
+titleSize 0.04
+canvasMargin 0.15
+canvasTitleOffset 1
+#LAPPDSelectPlot2D
+LAPPDSelectPlotWaveform2DLabel LAPPDWaveforms
+SelectOutfile2D LAPPDSelectPlot.root
+MRDTrackExistSelection 0 
+verbosityPlot2D 10
+colorContour 255
+useDefaultPalette 1
+colorPalette 112
+
+
+
+#LAPPDThresReco
+LAPPDThresRecoVerbosity 0
+verbosity 0
+printHitsTXT 0
+threshold 10
+minPulseWidth 10
+#thresRecoInputWaveLabel AlignedLAPPDData
+ThresRecoInputWaveLabel BLsubtractedLAPPDData
+#thresRecoInputWaveLabel LAPPDWaveforms
+
+ThresRecoOutputPulseLabel LAPPDPulses
+ThresRecoOutputHitLabel LAPPDHits
+useMaxTime 1  # 1: use max bin as pulse time, 0: use gaus fit bin as pulse peak time
+#signalSpeedOnStrip 0.6667
+signalSpeedOnStrip 0.567 #1.69982/2.99792
+triggerBoardDelay 0
+loadPrintMRDinfo 1
+useRange 0   #set this to 0 for using pulse start time as the saved pulse time, 1 for high, -1 for using peak time
+plusClockBit 0
+
+savePositionOnStrip 1
+LoadLAPPDMapInfo 1
+
+#LAPPDStackStrip
+verbosityStackStrip 0
+StackOutputFileName stacked.root
+#StackInputWaveLabel BLsubtractedLAPPDData
+StackInputWaveLabel RawLAPPDData
+#StackInputWaveLabel LAPPDWaveforms
+StackStripNumber 1
+StackStripSide 0
+
+#LAPPDPlotWaveForms
+NHistos 200
+SaveByChannel 0
+SaveSingleStrip 0
+SingleStripNo 1
+requireT0signal 0
+
+
+#LAPPDTreeMaker
+treeMakerVerbosity 0
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree.root 
+
+
+#LAPPDPlots
+LAPPDPlotInputWaveLabel BLsubtractedLAPPDData
+#LAPPDPlotInputWaveLabel LAPPDWaveforms
+#LAPPDPlotInputWaveLabel AlignedLAPPDData
+#LAPPDPlotInputWaveLabel RawLAPPDData
+LAPPDPlotsVerbosity 0
+CanvasXSubPlotNumber 2
+CanvasYSubPlotNumber 2
+canvasMargin 0.1
+drawHighThreshold 200
+drawLowThreshold -50
+BinHistMin -30
+BinHistMax  200
+BinHistNumber 100
+
+CanvasWidth 1000
+CanvasHeight 500
+
+maxDrawEventNumber 200
+
+DrawBinHist 1
+printEventNumber 0
+printLAPPDNumber 1
+printEventWaveform 1
+
+LoadLAPPDMap 1
diff --git a/configfiles/LAPPDASCIIAna/ConfigPreProcess b/configfiles/LAPPDASCIIAna/ConfigPreProcess
new file mode 100755
index 000000000..11cb9b98a
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/ConfigPreProcess
@@ -0,0 +1,65 @@
+# General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+LAPPDchannelOffset 1000
+Folder ../Data/3655/
+#Folder ../Data/2022-06-10/
+
+#LAPPDBaselineSubtract
+BaselineSubstractVerbosityLevel 0
+TrigChannel1  1005
+TrigChannel2  1035
+#BLSInputWavLabel LAPPDWaveforms #LAPPDWaveforms
+BLSInputWavLabel AlignedLAPPDData
+#BLSInputWavLabel RawLAPPDData
+
+LowBLfitrange 0
+HiBLfitrange  60
+TrigLowBLfitrange 110
+TrigHiBLfitrange  160
+BLSOutputWavLabel BLsubtractedLAPPDData
+oldLaserTrigAmpRange 40
+
+#LAPPDFindT0
+FindT0Verbosity 0
+#FindT0InputWavLabel BLsubtractedLAPPDData
+#FindT0InputWavLabel RawLAPPDData
+FindT0InputWavLabel LAPPDWaveforms
+OneBoardShift 0
+OneBoardShiftValue 16
+LoadLAPPDMap 1
+
+TrigEarlyCut 20
+TrigLateCut 200
+T0channelNo 1005
+T0channelNo1 1005
+T0channelNo2 1005
+T0signalmax -100.
+T0signalthreshold -50.
+T0signalmaxOld 50. #Older data uses a positive going signal
+T0signalthresholdOld 80. #Older data uses a positive going signal
+T0offset  0
+FindT0OutputWavLabel AlignedLAPPDData
+GlobalShiftT0 80
+#Added by Marc
+Triggerdefault 5
+LAPPDOffset 1000
+
+#LAPPDPlotWaveForms
+requireT0signal 0
+SaveByChannel 1
+PlotWavLabel BLsubtractedLAPPDData
+#PlotWavLabel LAPPDWaveforms
+outfile WaveForms_rawblsub.root
+NHistos 400
+SaveSingleStrip 0
+SingleStripNo 9
+
+
+
+
+
+
+
+
diff --git a/configfiles/LAPPDASCIIAna/ConfigStoreReadIn b/configfiles/LAPPDASCIIAna/ConfigStoreReadIn
new file mode 100755
index 000000000..79f2d2fa7
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/ConfigStoreReadIn
@@ -0,0 +1,42 @@
+# General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+#StoreInputFile /pnfs/annie/persistent/users/redwards/data/filtered_lappd/R3649-R3844/LAPPDEventsBeamgateMRDTrack/FilteredEvents_LAPPDEventsBeamgateMRDTrack_R3649-R3844
+
+LAPPDStoreReadInVerbosity 0
+
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 1 
+stopEntries 10000000000
+
+DoPedSubtraction 1
+Nboards 6 #Number of pedestal files to be read in
+PedinputfileTXT ../Pedestals/swapLAPPD/Pedestal
+#PedinputfileTXT ../Pedestals/change/Pedestal
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+#LAPPDReorderData
+LAPPDReorderVerbosityLevel 0
+ReorderInputWavLabel RawLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 0
+
+ReadStore 0
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+OutputWavLabel RawLAPPDData 
+SelectSingleLAPPD false
+SelectedLAPPD 0
+LoadLAPPDMap 1 
diff --git a/configfiles/LAPPDASCIIAna/ConfigTXT b/configfiles/LAPPDASCIIAna/ConfigTXT
new file mode 100644
index 000000000..2798088b1
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/ConfigTXT
@@ -0,0 +1,84 @@
+#General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 0
+MultiLAPPDMap 1
+stopEntries 10000000000
+
+DoPedSubtraction 1
+Nboards 6 #Number of pedestal files to be read in
+#PedinputfileTXT ../Pedestals/LAPPD645839/P
+#PedinputfileTXT ../Pedestals/LAPPD40/P
+PedinputfileTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/2023_LAPPD40/P
+
+
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+ReadStorePdeFile 0
+loadFromStoreDirectly 0
+
+
+#LAPPDLoadTXT
+
+DoPedSubtract 1
+LAPPDLoadTXTVerbosity 0
+#PedFileNameTXT ../Pedestals/LAPPD40/P
+PedFileNameTXT /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/PEDS_ACDC_board
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2023-10-24/2023-10-24/LaserON_2300V_strip28/Ascii20232410_135201.txt
+DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD1.0/Ascii20221702_100345.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD2.0/Ascii20221702_101913.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.0/Ascii20221702_103605.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.5/Ascii20221702_142206.txt
+
+#LAPPDReorderData
+ReorderVerbosityLevel 0
+#ReorderInputWavLabel RawLAPPDData
+ReorderInputWavLabel AlignedLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 180
+
+ReadStore 0
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 0
+loadOffsets 0
+LoadBuiltPPSInfo 1
+num_vector_data 7795
+num_vector_pps 16
+
+#LAPPDTreeMaker
+LoadPulse 1
+LoadHit 1
+LoadWaveform 1
+LoadLAPPDDataTimeStamp 1
+LoadPPSTimestamp 0
+LoadRunInfoRaw 0
+LoadRunInfoANNIEEvent 1
+
+treeMakerVerbosity 0
+MultiLAPPDMapTreeMaker 1
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree_processedAna.root
+LoadTriggerInfo 0
+LoadGroupOption beam
+LoadGroupedTriggerInfo 1
diff --git a/configfiles/LAPPDASCIIAna/Configs b/configfiles/LAPPDASCIIAna/Configs
new file mode 100644
index 000000000..1f3cadc0e
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/Configs
@@ -0,0 +1,74 @@
+#General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 0
+MultiLAPPDMap 1
+stopEntries 10000000000
+
+DoPedSubtraction 1
+Nboards 6 #Number of pedestal files to be read in
+#PedinputfileTXT ../Pedestals/LAPPD645839/P
+PedinputfileTXT ../Pedestals/LAPPD40/P
+
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+ReadStorePdeFile 0
+loadFromStoreDirectly 0
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+#LAPPDReorderData
+ReorderVerbosityLevel 0
+#ReorderInputWavLabel RawLAPPDData
+ReorderInputWavLabel AlignedLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 180
+
+ReadStore 0
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 0
+loadOffsets 0
+LoadBuiltPPSInfo 1
+num_vector_data 7795
+num_vector_pps 16
+
+#LAPPDTreeMaker
+LoadPulse 1
+LoadHit 1
+LoadWaveform 1
+LoadLAPPDDataTimeStamp 1
+LoadPPSTimestamp 0
+LoadRunInfoRaw 0
+LoadRunInfoANNIEEvent 1
+
+treeMakerVerbosity 0
+MultiLAPPDMapTreeMaker 0
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree_ASCIIAna.root
+LoadTriggerInfo 0
+LoadGroupOption beam
+LoadGroupedTriggerInfo 1
+loadPrintMRDinfo 0
+
diff --git a/configfiles/LAPPDASCIIAna/FindMrdTracksConfig b/configfiles/LAPPDASCIIAna/FindMrdTracksConfig
new file mode 100644
index 000000000..5ba5e8f77
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/FindMrdTracksConfig
@@ -0,0 +1,12 @@
+# FindMrdTracks Config File
+# all variables retrieved with m_variables.Get() must be defined here!
+
+verbosity 0
+IsData 1
+OutputDirectory .
+OutputFile STEC_MRDTracks_cluster40ns
+DrawTruthTracks 0 # whether to add MC Truth track info for drawing in MrdPaddlePlot Tool
+                  ## note you need to run that tool to actually view the tracks!
+WriteTracksToFile 0	# should the track information be written to a ROOT-file?
+SelectTriggerType 0	#should the loaded data be filtered by trigger type?
+TriggerType Beam	#options: Cosmic, Beam, No Loopback
diff --git a/configfiles/LAPPDASCIIAna/LoadANNIEEventConfig b/configfiles/LAPPDASCIIAna/LoadANNIEEventConfig
new file mode 100644
index 000000000..b7330eecc
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/LoadANNIEEventConfig
@@ -0,0 +1,6 @@
+verbose 1
+
+FileForListOfInputs configfiles/LAPPDProcessedAna/list.txt
+
+EventOffset 0
+GlobalEvNr 1
diff --git a/configfiles/LAPPDASCIIAna/ProcessedLAPPDFilterConfig b/configfiles/LAPPDASCIIAna/ProcessedLAPPDFilterConfig
new file mode 100644
index 000000000..752200268
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/ProcessedLAPPDFilterConfig
@@ -0,0 +1 @@
+verbosity 0
diff --git a/configfiles/LAPPDASCIIAna/TimeClusteringConfig b/configfiles/LAPPDASCIIAna/TimeClusteringConfig
new file mode 100644
index 000000000..e778247fc
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/TimeClusteringConfig
@@ -0,0 +1,13 @@
+#TimeClustering config file
+
+verbosity 0
+MinDigitsForTrack 3
+MaxMrdSubEventDuration 30
+MinSubeventTimeSep 30
+MakeMrdDigitTimePlot 0
+LaunchTApplication 0
+IsData 1
+#OutputROOTFile TimeClustering_MRDTest28_cluster40ns
+OutputROOTFile STEC_TimeClusteringOut
+MapChankey_WCSimID ./configfiles/SimpleTankEnergyCalibrator/MRD_Chankey_WCSimID.dat
+
diff --git a/configfiles/LAPPDASCIIAna/ToolChainConfig b/configfiles/LAPPDASCIIAna/ToolChainConfig
new file mode 100644
index 000000000..5e3fc0158
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/ToolChainConfig
@@ -0,0 +1,24 @@
+
+#ToollChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1 ## Verbosity level of ToolChain
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1 ## 1= will attempt to finalise if an execute fails
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery ##### Ignore these settings for local analysis
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File configfiles/LAPPDASCIIAna/ToolsConfig  ## list of tools to run and their config files
+
+##### Run Type #####
+Inline 50 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Interactive 0 ## set to 1 if you want to run the code interactively
+
diff --git a/configfiles/LAPPDASCIIAna/ToolsConfig b/configfiles/LAPPDASCIIAna/ToolsConfig
new file mode 100644
index 000000000..19db2afd1
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/ToolsConfig
@@ -0,0 +1,14 @@
+LoadGeometry LoadGeometry configfiles/LoadGeometry/LoadGeometryConfig
+
+
+LAPPDLoadTXT LAPPDLoadTXT configfiles/LAPPDASCIIAna/ConfigTXT
+
+LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDASCIIAna/ConfigStoreReadIn
+
+LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDASCIIAna/ConfigPreProcess
+LAPPDBaseline LAPPDBaseline configfiles/LAPPDASCIIAna/ConfigPreProcess
+LAPPDPlots LAPPDPlots configfiles/LAPPDASCIIAna/ConfigPlot
+
+LAPPDThresReco LAPPDThresReco configfiles/LAPPDASCIIAna/ConfigPlot
+
+LAPPDTreeMaker LAPPDTreeMaker configfiles/LAPPDASCIIAna/Configs
diff --git a/configfiles/LAPPDASCIIAna/knownlist b/configfiles/LAPPDASCIIAna/knownlist
new file mode 100644
index 000000000..22c51f858
--- /dev/null
+++ b/configfiles/LAPPDASCIIAna/knownlist
@@ -0,0 +1 @@
+/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4843/ProcessedData_PMTMRDLAPPD_R4843S0p5

From ff3b708e33e399b6d090c890f823372f170c69cc Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Thu, 15 Aug 2024 09:33:58 -0500
Subject: [PATCH 091/163]  Changes to be committed: 	deleted:   
 configfiles/LAPPDASCIIAna/knownlist

---
 configfiles/LAPPDASCIIAna/knownlist | 1 -
 1 file changed, 1 deletion(-)
 delete mode 100644 configfiles/LAPPDASCIIAna/knownlist

diff --git a/configfiles/LAPPDASCIIAna/knownlist b/configfiles/LAPPDASCIIAna/knownlist
deleted file mode 100644
index 22c51f858..000000000
--- a/configfiles/LAPPDASCIIAna/knownlist
+++ /dev/null
@@ -1 +0,0 @@
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/output/4843/ProcessedData_PMTMRDLAPPD_R4843S0p5

From 9b81f02684d909f03d0b0b539688cbd1878be6d3 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Thu, 15 Aug 2024 15:35:23 -0500
Subject: [PATCH 092/163] Add branches about information for hits in clusters,
 and some MRD hit informations

 Changes to be committed:
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
---
 .../ANNIEEventTreeMaker.cpp                   | 48 +++++++++++++++----
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  9 ++--
 2 files changed, 45 insertions(+), 12 deletions(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 6c8baca75..9e932b2bd 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -134,13 +134,23 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   fANNIETree->Branch("clusterChargePointZ", &fClusterChargePointZV);
   fANNIETree->Branch("clusterChargeBalance", &fClusterChargeBalanceV);
   fANNIETree->Branch("clusterHits", &fClusterHits);
+  fANNIETree->Branch("Cluster_HitX", &fCluster_HitX);
+  fANNIETree->Branch("Cluster_HitY", &fCluster_HitY);
+  fANNIETree->Branch("Cluster_HitZ", &fCluster_HitZ);
+  fANNIETree->Branch("Cluster_HitT", &fCluster_HitT);
+  fANNIETree->Branch("Cluster_HitQ", &fCluster_HitQ);
+  fANNIETree->Branch("Cluster_HitPE", &fCluster_HitPE);
+  fANNIETree->Branch("Cluster_HitType", &fCluster_HitType);
+  fANNIETree->Branch("Cluster_HitDetID", &fCluster_HitDetID);
+  fANNIETree->Branch("Cluster_HitChankey", &fCluster_HitChankey);
+  fANNIETree->Branch("Cluster_HitChankeyMC", &fCluster_HitChankeyMC);
 
   // MRD cluster information
   fANNIETree->Branch("eventTimeMRD", &fEventTimeMRD_Tree);
   fANNIETree->Branch("MRDClusterNumber", &fMRDClusterNumber);
   fANNIETree->Branch("MRDClusterTime", &fMRDClusterTime);
   fANNIETree->Branch("MRDClusterTimeSigma", &fMRDClusterTimeSigma);
-  fANNIETree->Branch("MRDClusterHits", &fMRDClusterHits);
+  fANNIETree->Branch("MRDClusterHitNumber", &fMRDClusterHitNumber);
 
   if (TankHitInfo_fill)
   {
@@ -255,7 +265,11 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
 
   if (MRDHitInfo_fill)
   {
+    fANNIETree->Branch("MRDHitClusterIndex", &fMRDHitClusterIndex);
     fANNIETree->Branch("MRDhitT", &fMRDHitT);
+    fANNIETree->Branch("MRDHitCharge", &fMRDHitCharge);
+    fANNIETree->Branch("MRDHitDigitPMT", &fMRDHitDigitPMT);
+
     fANNIETree->Branch("MRDhitDetID", &fMRDHitDetID);
     fANNIETree->Branch("MRDhitChankey", &fMRDHitChankey);
     fANNIETree->Branch("MRDhitChankeyMC", &fMRDHitChankeyMC);
@@ -268,7 +282,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
 
   if (MRDReco_fill)
   {
-    fANNIETree->Branch("fMRDClusterIndex", &fMRDClusterIndex);
+    fANNIETree->Branch("MRDClusterIndex", &fMRDClusterIndex);
     fANNIETree->Branch("NumClusterTracks", &fNumClusterTracks);
     fANNIETree->Branch("MRDTrackAngle", &fMRDTrackAngle);
     fANNIETree->Branch("MRDTrackAngleError", &fMRDTrackAngleError);
@@ -730,12 +744,15 @@ void ANNIEEventTreeMaker::ResetVariables()
   // MRD cluster information
   fEventTimeMRD_Tree = 0;
   fMRDClusterNumber = 0;
-  fMRDClusterHits = 0;
-  fMRDClusterTime = 0;
-  fMRDClusterTimeSigma = 0;
+  fMRDClusterHitNumber.clear();
+  fMRDClusterTime.clear();
+  fMRDClusterTimeSigma.clear();
 
   fVetoHit = 0;
+  fMRDHitClusterIndex.clear();
   fMRDHitT.clear();
+  fMRDHitCharge.clear();
+  fMRDHitDigitPMT.clear();
   fMRDHitDetID.clear();
   fMRDHitChankey.clear();
   fMRDHitChankeyMC.clear();
@@ -1296,9 +1313,9 @@ void ANNIEEventTreeMaker::FillLAPPDInfo()
     // check if SwitchBitBG has the key
     if (SwitchBitBG.find(psecData.LAPPD_ID) != SwitchBitBG.end())
     {
-      if(SwitchBitBG[psecData.LAPPD_ID].size() != 2)
+      if (SwitchBitBG[psecData.LAPPD_ID].size() != 2)
       {
-        cout<<"ANNIEEventTreeMaker: SwitchBitBG size is not 2, LAPPD_ID: "<<psecData.LAPPD_ID<<", size: "<<SwitchBitBG[psecData.LAPPD_ID].size()<<endl;
+        cout << "ANNIEEventTreeMaker: SwitchBitBG size is not 2, LAPPD_ID: " << psecData.LAPPD_ID << ", size: " << SwitchBitBG[psecData.LAPPD_ID].size() << endl;
         continue;
       }
       fLAPPD_BG_switchBit0.push_back(SwitchBitBG[psecData.LAPPD_ID][0]);
@@ -1704,6 +1721,8 @@ bool ANNIEEventTreeMaker::LoadTankClusterClassifiers(double cluster_time)
 void ANNIEEventTreeMaker::LoadMRDCluster()
 {
   std::vector<double> mrddigittimesthisevent;
+  std::vector<double> mrddigitchargesthisevent;
+  ;
   std::vector<int> mrddigitpmtsthisevent;
   std::vector<unsigned long> mrddigitchankeysthisevent;
   std::vector<std::vector<int>> MrdTimeClusters;
@@ -1723,6 +1742,8 @@ void ANNIEEventTreeMaker::LoadMRDCluster()
     m_data->CStore.Get("MrdDigitTimes", mrddigittimesthisevent);
     m_data->CStore.Get("MrdDigitPmts", mrddigitpmtsthisevent);
     m_data->CStore.Get("MrdDigitChankeys", mrddigitchankeysthisevent);
+    m_data->CStore.Get("MrdDigitCharges", mrddigitchargesthisevent);
+    m_data->CStore.Get("MrdDigitPmts", mrddigitpmtsthisevent);
   }
 
   std::map<unsigned long, vector<Hit>> *TDCData = nullptr;
@@ -1743,7 +1764,7 @@ void ANNIEEventTreeMaker::LoadMRDCluster()
   for (int i = 0; i < (int)MrdTimeClusters.size(); i++)
   {
     int tdcdata_size = (isData) ? TDCData->size() : TDCData_MC->size();
-    fMRDClusterHits = 0;
+    int fMRDClusterHits = 0;
     if (has_tdc && tdcdata_size > 0)
     {
       Log("ANNIEEventTreeMaker tool: Looping over FACC/MRD hits... looking for Veto activity", v_debug, ANNIEEventTreeMakerVerbosity);
@@ -1801,6 +1822,9 @@ void ANNIEEventTreeMaker::LoadMRDCluster()
       unsigned long detkey = thedetector->GetDetectorID();
 
       fMRDHitT.push_back(mrddigittimesthisevent.at(ThisClusterIndices.at(j)));
+      fMRDHitClusterIndex.push_back(i);  
+      fMRDHitCharge.push_back(mrddigitchargesthisevent.at(ThisClusterIndices.at(j)));
+      fMRDHitDigitPMT.push_back(mrddigitpmtsthisevent.at(ThisClusterIndices.at(j)));
       fMRDHitDetID.push_back(detkey);
       if (isData)
         fMRDHitChankey.push_back(mrddigitchankeysthisevent.at(ThisClusterIndices.at(j)));
@@ -1814,7 +1838,9 @@ void ANNIEEventTreeMaker::LoadMRDCluster()
       fMRDClusterHits += 1;
     }
 
-    ComputeMeanAndVariance(fMRDHitT, fMRDClusterTime, fMRDClusterTimeSigma);
+    double MRDThisClusterTime = 0;
+    double MRDThisClusterTimeSigma = 0;
+    ComputeMeanAndVariance(fMRDHitT, MRDThisClusterTime, MRDThisClusterTimeSigma);
     // FIXME: calculate fMRDClusterTime
 
     // Standard run level information
@@ -1827,6 +1853,10 @@ void ANNIEEventTreeMaker::LoadMRDCluster()
       // Get the track info
     }
     cluster_num++;
+
+    fMRDClusterHitNumber.push_back(fMRDClusterHits);
+    fMRDClusterTime.push_back(MRDThisClusterTime);
+    fMRDClusterTimeSigma.push_back(MRDThisClusterTimeSigma);
   }
   fMRDClusterNumber = cluster_num;
   Log("ANNIEEventTreeMaker Tool: MRD cluster, Finished loading MRD cluster info", v_debug, ANNIEEventTreeMakerVerbosity);
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 6df847a17..26f4418b6 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -303,13 +303,16 @@ class ANNIEEventTreeMaker : public Tool
     // MRD cluster information
     ULong64_t fEventTimeMRD_Tree;
     int fMRDClusterNumber;
-    int fMRDClusterHits;
-    double fMRDClusterTime;
-    double fMRDClusterTimeSigma;
+    std::vector<int> fMRDClusterHitNumber;
+    std::vector<double> fMRDClusterTime;
+    std::vector<double> fMRDClusterTimeSigma;
 
     // MRDHitInfo_fill
     int fVetoHit;
+    std::vector<int> fMRDHitClusterIndex;
     std::vector<double> fMRDHitT;
+    std::vector<double> fMRDHitCharge;
+    std::vector<int> fMRDHitDigitPMT;
     std::vector<int> fMRDHitDetID;
     std::vector<int> fMRDHitChankey;
     std::vector<int> fMRDHitChankeyMC;

From e6f456991f9b011ee0b7fbdebc2feb6112bb197d Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Thu, 15 Aug 2024 16:18:59 -0500
Subject: [PATCH 093/163] Add a stop for LAPPDLoadTXT, when reach the end of
 the txt file tool chain will stop

 Changes to be committed:
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
	modified:   UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp
	modified:   configfiles/LAPPDProcessedAna/Configs
---
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp    | 14 ++++++--------
 UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp            | 13 +++++++++----
 configfiles/LAPPDProcessedAna/Configs              |  4 +++-
 3 files changed, 18 insertions(+), 13 deletions(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 9e932b2bd..5f7f4c6ee 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -302,11 +302,8 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("MRDThrough", &fMRDThrough);
   }
 
-  if (fillCleanEventsOnly)
-  {
-    fANNIETree->Branch("eventStatusApplied", &fEventStatusApplied, "eventStatusApplied/I");
-    fANNIETree->Branch("eventStatusFlagged", &fEventStatusFlagged, "eventStatusFlagged/I");
-  }
+  fANNIETree->Branch("eventStatusApplied", &fEventStatusApplied, "eventStatusApplied/I");
+  fANNIETree->Branch("eventStatusFlagged", &fEventStatusFlagged, "eventStatusFlagged/I");
 
   // MC truth information for muons
   // Output to tree when MCTruth_fill = 1 in config
@@ -468,10 +465,11 @@ bool ANNIEEventTreeMaker::Execute()
 
   //****************************** fillCleanEventsOnly *************************************//
   //  If only clean events are built, return true for dirty events
+  auto get_flagsapp = m_data->Stores.at("RecoEvent")->Get("EventFlagApplied", fEventStatusApplied);
+  auto get_flags = m_data->Stores.at("RecoEvent")->Get("EventFlagged", fEventStatusFlagged);
+
   if (fillCleanEventsOnly)
   {
-    auto get_flagsapp = m_data->Stores.at("RecoEvent")->Get("EventFlagApplied", fEventStatusApplied);
-    auto get_flags = m_data->Stores.at("RecoEvent")->Get("EventFlagged", fEventStatusFlagged);
     // auto get_cutstatus = m_data->Stores.at("RecoEvent")->Get("EventCutStatus",fEventCutStatus);
     if (!get_flagsapp || !get_flags)
     {
@@ -1822,7 +1820,7 @@ void ANNIEEventTreeMaker::LoadMRDCluster()
       unsigned long detkey = thedetector->GetDetectorID();
 
       fMRDHitT.push_back(mrddigittimesthisevent.at(ThisClusterIndices.at(j)));
-      fMRDHitClusterIndex.push_back(i);  
+      fMRDHitClusterIndex.push_back(i);
       fMRDHitCharge.push_back(mrddigitchargesthisevent.at(ThisClusterIndices.at(j)));
       fMRDHitDigitPMT.push_back(mrddigitpmtsthisevent.at(ThisClusterIndices.at(j)));
       fMRDHitDetID.push_back(detkey);
diff --git a/UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp b/UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp
index aa2a51c14..95a96d05a 100644
--- a/UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp
+++ b/UserTools/LAPPDLoadTXT/LAPPDLoadTXT.cpp
@@ -74,7 +74,7 @@ bool LAPPDLoadTXT::Initialise(std::string configfile, DataModel &data)
 
 bool LAPPDLoadTXT::Execute()
 {
-  Log("LAPPDLoadTXT: Reading data file", v_message, LAPPDLoadTXTVerbosity);
+  Log("LAPPDLoadTXT: Reading data file", v_debug, LAPPDLoadTXTVerbosity);
   bool isFiltered = false;
   m_data->Stores["ANNIEEvent"]->Set("isFiltered", isFiltered);
   bool isBLsub = false;
@@ -235,8 +235,8 @@ void LAPPDLoadTXT::ReadData()
       }
 
       int pedsubValue = tempValue - theped;
-      if(LAPPDLoadTXTVerbosity>11)
-        cout<<"LAPPDLoadTXT: data value: "<<tempValue<<" pedestal value: "<<theped<<" pedsub value: "<<pedsubValue<<", inserted "<< 0.3 * ((double)pedsubValue)<<endl;
+      if (LAPPDLoadTXTVerbosity > 11)
+        cout << "LAPPDLoadTXT: data value: " << tempValue << " pedestal value: " << theped << " pedsub value: " << pedsubValue << ", inserted " << 0.3 * ((double)pedsubValue) << endl;
 
       if (sampleNo == 0)
       {
@@ -257,7 +257,12 @@ void LAPPDLoadTXT::ReadData()
     lineNumber++;
     if (sampleNo == 255)
     {
-      Log("LAPPDLoadTXT: Event " + std::to_string(eventNo) + " loaded", v_message, LAPPDLoadTXTVerbosity);
+      Log("LAPPDLoadTXT: Event " + std::to_string(eventNo) + " loaded", v_debug, LAPPDLoadTXTVerbosity);
+      if (DataFile.peek() == EOF) // 检查下一个字符是�为EOF
+      {
+        m_data->vars.Set("StopLoop", 1);
+        Log("LAPPDLoadTXT: End of data file reached, setting StopLoop to 1", 0, LAPPDLoadTXTVerbosity);
+      }
       break;
     }
   }
diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
index 0fa484e4b..b73178a3f 100644
--- a/configfiles/LAPPDProcessedAna/Configs
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -22,6 +22,8 @@ stopEntries 10000000000
 DoPedSubtraction 1
 Nboards 6 #Number of pedestal files to be read in
 PedinputfileTXT ../Pedestals/LAPPD645839/P
+#PedinputfileTXT ../Pedestals/LAPPD40/P
+
 PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
 
 ReadStorePdeFile 0
@@ -56,7 +58,7 @@ LoadPulse 1
 LoadHit 1
 LoadWaveform 1
 LoadLAPPDDataTimeStamp 1
-LoadPPSTimestamp 1
+LoadPPSTimestamp 0
 LoadRunInfoRaw 0
 LoadRunInfoANNIEEvent 1
 

From b51d0930cfd98a785609b59687e8f08d978df374 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Thu, 15 Aug 2024 16:22:06 -0500
Subject: [PATCH 094/163] modified the ASCIIAna configs

---
 configfiles/LAPPDASCIIAna/ConfigPlot                 |  2 +-
 configfiles/LAPPDASCIIAna/ConfigTXT                  |  2 +-
 configfiles/LAPPDASCIIAna/FindMrdTracksConfig        | 12 ------------
 configfiles/LAPPDASCIIAna/LoadANNIEEventConfig       |  6 ------
 configfiles/LAPPDASCIIAna/ProcessedLAPPDFilterConfig |  1 -
 configfiles/LAPPDASCIIAna/ToolChainConfig            |  2 +-
 6 files changed, 3 insertions(+), 22 deletions(-)
 delete mode 100644 configfiles/LAPPDASCIIAna/FindMrdTracksConfig
 delete mode 100644 configfiles/LAPPDASCIIAna/LoadANNIEEventConfig
 delete mode 100644 configfiles/LAPPDASCIIAna/ProcessedLAPPDFilterConfig

diff --git a/configfiles/LAPPDASCIIAna/ConfigPlot b/configfiles/LAPPDASCIIAna/ConfigPlot
index 9f0140893..cb2729c47 100755
--- a/configfiles/LAPPDASCIIAna/ConfigPlot
+++ b/configfiles/LAPPDASCIIAna/ConfigPlot
@@ -129,7 +129,7 @@ BinHistNumber 100
 CanvasWidth 1000
 CanvasHeight 500
 
-maxDrawEventNumber 200
+maxDrawEventNumber 100
 
 DrawBinHist 1
 printEventNumber 0
diff --git a/configfiles/LAPPDASCIIAna/ConfigTXT b/configfiles/LAPPDASCIIAna/ConfigTXT
index 2798088b1..87e82aef8 100644
--- a/configfiles/LAPPDASCIIAna/ConfigTXT
+++ b/configfiles/LAPPDASCIIAna/ConfigTXT
@@ -35,7 +35,7 @@ loadFromStoreDirectly 0
 #LAPPDLoadTXT
 
 DoPedSubtract 1
-LAPPDLoadTXTVerbosity 0
+LAPPDLoadTXTVerbosity 1
 #PedFileNameTXT ../Pedestals/LAPPD40/P
 PedFileNameTXT /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/PEDS_ACDC_board
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2023-10-24/2023-10-24/LaserON_2300V_strip28/Ascii20232410_135201.txt
diff --git a/configfiles/LAPPDASCIIAna/FindMrdTracksConfig b/configfiles/LAPPDASCIIAna/FindMrdTracksConfig
deleted file mode 100644
index 5ba5e8f77..000000000
--- a/configfiles/LAPPDASCIIAna/FindMrdTracksConfig
+++ /dev/null
@@ -1,12 +0,0 @@
-# FindMrdTracks Config File
-# all variables retrieved with m_variables.Get() must be defined here!
-
-verbosity 0
-IsData 1
-OutputDirectory .
-OutputFile STEC_MRDTracks_cluster40ns
-DrawTruthTracks 0 # whether to add MC Truth track info for drawing in MrdPaddlePlot Tool
-                  ## note you need to run that tool to actually view the tracks!
-WriteTracksToFile 0	# should the track information be written to a ROOT-file?
-SelectTriggerType 0	#should the loaded data be filtered by trigger type?
-TriggerType Beam	#options: Cosmic, Beam, No Loopback
diff --git a/configfiles/LAPPDASCIIAna/LoadANNIEEventConfig b/configfiles/LAPPDASCIIAna/LoadANNIEEventConfig
deleted file mode 100644
index b7330eecc..000000000
--- a/configfiles/LAPPDASCIIAna/LoadANNIEEventConfig
+++ /dev/null
@@ -1,6 +0,0 @@
-verbose 1
-
-FileForListOfInputs configfiles/LAPPDProcessedAna/list.txt
-
-EventOffset 0
-GlobalEvNr 1
diff --git a/configfiles/LAPPDASCIIAna/ProcessedLAPPDFilterConfig b/configfiles/LAPPDASCIIAna/ProcessedLAPPDFilterConfig
deleted file mode 100644
index 752200268..000000000
--- a/configfiles/LAPPDASCIIAna/ProcessedLAPPDFilterConfig
+++ /dev/null
@@ -1 +0,0 @@
-verbosity 0
diff --git a/configfiles/LAPPDASCIIAna/ToolChainConfig b/configfiles/LAPPDASCIIAna/ToolChainConfig
index 5e3fc0158..a1791e8d2 100644
--- a/configfiles/LAPPDASCIIAna/ToolChainConfig
+++ b/configfiles/LAPPDASCIIAna/ToolChainConfig
@@ -19,6 +19,6 @@ service_kick_sec -1
 Tools_File configfiles/LAPPDASCIIAna/ToolsConfig  ## list of tools to run and their config files
 
 ##### Run Type #####
-Inline 50 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
 Interactive 0 ## set to 1 if you want to run the code interactively
 

From 4b221ad6219843a8179ddff7e9ab0bde7c38d4dd Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Tue, 20 Aug 2024 15:45:22 -0500
Subject: [PATCH 095/163] correct some config files

 Changes to be committed:
	modified:   configfiles/LAPPDASCIIAna/ConfigPlot
	modified:   configfiles/LAPPDASCIIAna/ConfigTXT
	modified:   configfiles/LAPPDProcessedAna/ConfigPlot
---
 configfiles/LAPPDASCIIAna/ConfigPlot     | 6 +++---
 configfiles/LAPPDASCIIAna/ConfigTXT      | 4 ++--
 configfiles/LAPPDProcessedAna/ConfigPlot | 2 +-
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/configfiles/LAPPDASCIIAna/ConfigPlot b/configfiles/LAPPDASCIIAna/ConfigPlot
index cb2729c47..8588fe083 100755
--- a/configfiles/LAPPDASCIIAna/ConfigPlot
+++ b/configfiles/LAPPDASCIIAna/ConfigPlot
@@ -80,7 +80,7 @@ useMaxTime 1  # 1: use max bin as pulse time, 0: use gaus fit bin as pulse peak
 #signalSpeedOnStrip 0.6667
 signalSpeedOnStrip 0.567 #1.69982/2.99792
 triggerBoardDelay 0
-loadPrintMRDinfo 1
+loadPrintMRDinfo 0
 useRange 0   #set this to 0 for using pulse start time as the saved pulse time, 1 for high, -1 for using peak time
 plusClockBit 0
 
@@ -129,10 +129,10 @@ BinHistNumber 100
 CanvasWidth 1000
 CanvasHeight 500
 
-maxDrawEventNumber 100
+maxDrawEventNumber 1000
 
 DrawBinHist 1
-printEventNumber 0
+printEventNumber 1000
 printLAPPDNumber 1
 printEventWaveform 1
 
diff --git a/configfiles/LAPPDASCIIAna/ConfigTXT b/configfiles/LAPPDASCIIAna/ConfigTXT
index 87e82aef8..eda75e045 100644
--- a/configfiles/LAPPDASCIIAna/ConfigTXT
+++ b/configfiles/LAPPDASCIIAna/ConfigTXT
@@ -39,10 +39,10 @@ LAPPDLoadTXTVerbosity 1
 #PedFileNameTXT ../Pedestals/LAPPD40/P
 PedFileNameTXT /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/PEDS_ACDC_board
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2023-10-24/2023-10-24/LaserON_2300V_strip28/Ascii20232410_135201.txt
-DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD1.0/Ascii20221702_100345.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD1.0/Ascii20221702_100345.txt
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD2.0/Ascii20221702_101913.txt
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.0/Ascii20221702_103605.txt
-#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.5/Ascii20221702_142206.txt
+DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.5/Ascii20221702_142206.txt
 
 #LAPPDReorderData
 ReorderVerbosityLevel 0
diff --git a/configfiles/LAPPDProcessedAna/ConfigPlot b/configfiles/LAPPDProcessedAna/ConfigPlot
index d42ca22d3..73c090663 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPlot
+++ b/configfiles/LAPPDProcessedAna/ConfigPlot
@@ -80,7 +80,7 @@ useMaxTime 1  # 1: use max bin as pulse time, 0: use gaus fit bin as pulse peak
 #signalSpeedOnStrip 0.6667
 signalSpeedOnStrip 0.567 #1.69982/2.99792
 triggerBoardDelay 0
-loadPrintMRDinfo 1
+loadPrintMRDinfo 0
 useRange 0   #set this to 0 for using pulse start time as the saved pulse time, 1 for high, -1 for using peak time
 plusClockBit 0
 

From 0bd451588411eeef4fc6719fd5736d8fddbd2048 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Fri, 30 Aug 2024 13:19:34 -0500
Subject: [PATCH 096/163] Fix a bug in the event builder. In the previous
 version, the EBPMT will do matching per 500 loops, and the force matching
 doesn't work at the end of each part file. Now there is a flag shows if the
 PMT was completely loaded in EBLoadRaw, and EBPMT will do matching if that
 flag was found. Also, some configs was changed, a new tool chain for LAPPD151
 analysis was added.

---
 UserTools/EBLoadRaw/EBLoadRaw.cpp             |  10 +
 UserTools/EBPMT/EBPMT.cpp                     |  13 +-
 UserTools/Factory/Factory.cpp                 |   1 +
 UserTools/LAPPDBSCharging/LAPPDBSCharging.cpp |  28 ++
 UserTools/LAPPDBSCharging/LAPPDBSCharging.h   |  39 +++
 UserTools/LAPPDBSCharging/README.md           |  20 ++
 .../LAPPDStoreReorder/LAPPDStoreReorder.cpp   |  14 +-
 .../LAPPDTimeAlignment/LAPPDTimeAlignment.cpp |  29 +-
 .../ProcessedLAPPDFilter.cpp                  |  15 +-
 UserTools/Unity.h                             |   1 +
 configfiles/BeamClusterAnalysis/ToolsConfig   |   1 +
 configfiles/LAPPDASCIIAna/ConfigTXT           |  11 +-
 configfiles/LAPPDASCIIAnaFor151/ConfigGeo     |  11 +
 configfiles/LAPPDASCIIAnaFor151/ConfigPlot    | 133 ++++++++
 .../LAPPDASCIIAnaFor151/ConfigPreProcess      |  48 +++
 .../LAPPDASCIIAnaFor151/ConfigPreProcess2     |  68 ++++
 .../LAPPDASCIIAnaFor151/ConfigStoreReadIn     |  23 ++
 configfiles/LAPPDASCIIAnaFor151/ConfigTXT     |  93 ++++++
 configfiles/LAPPDASCIIAnaFor151/Configs       |  74 +++++
 .../LAPPDASCIIAnaFor151/TimeClusteringConfig  |  13 +
 .../LAPPDASCIIAnaFor151/ToolChainConfig       |  24 ++
 configfiles/LAPPDASCIIAnaFor151/ToolsConfig   |  18 ++
 configfiles/LAPPDProcessedAna/ConfigPlot      |   4 +-
 .../LAPPDProcessedAna/ConfigPreProcess        |   4 +-
 configfiles/LAPPDProcessedAna/ConfigTXT       |  72 +++++
 configfiles/LAPPDProcessedAna/Configs         |   6 +-
 configfiles/LAPPDProcessedAna/ToolChainConfig |   2 +-
 configfiles/LAPPDProcessedAna/list.txt        |  26 +-
 .../ProcessedLAPPDFilterConfig                |   4 +-
 configfiles/LAPPDProcessedFilter/list.txt     | 302 +-----------------
 30 files changed, 767 insertions(+), 340 deletions(-)
 create mode 100644 UserTools/LAPPDBSCharging/LAPPDBSCharging.cpp
 create mode 100644 UserTools/LAPPDBSCharging/LAPPDBSCharging.h
 create mode 100644 UserTools/LAPPDBSCharging/README.md
 create mode 100644 configfiles/LAPPDASCIIAnaFor151/ConfigGeo
 create mode 100755 configfiles/LAPPDASCIIAnaFor151/ConfigPlot
 create mode 100755 configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess
 create mode 100755 configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess2
 create mode 100755 configfiles/LAPPDASCIIAnaFor151/ConfigStoreReadIn
 create mode 100644 configfiles/LAPPDASCIIAnaFor151/ConfigTXT
 create mode 100644 configfiles/LAPPDASCIIAnaFor151/Configs
 create mode 100644 configfiles/LAPPDASCIIAnaFor151/TimeClusteringConfig
 create mode 100644 configfiles/LAPPDASCIIAnaFor151/ToolChainConfig
 create mode 100644 configfiles/LAPPDASCIIAnaFor151/ToolsConfig
 create mode 100644 configfiles/LAPPDProcessedAna/ConfigTXT

diff --git a/UserTools/EBLoadRaw/EBLoadRaw.cpp b/UserTools/EBLoadRaw/EBLoadRaw.cpp
index abf61c9af..2d601b4fb 100644
--- a/UserTools/EBLoadRaw/EBLoadRaw.cpp
+++ b/UserTools/EBLoadRaw/EBLoadRaw.cpp
@@ -579,6 +579,16 @@ bool EBLoadRaw::LoadNextPMTData()
   m_data->CStore.Set("TankEntryNum", PMTEntryNum);
   PMTEntryNum++;
 
+  if(PMTEntryNum == PMTTotalEntries || PMTEntryNum > PMTTotalEntries)
+  {
+    Log("EBLoadRaw: PMTEntriesCompleted, force PMT matching", v_message, verbosityEBLoadRaw);
+    bool ForcePMTMatching = true;
+    m_data->CStore.Set("ForcePMTMatching", ForcePMTMatching);
+  }else{
+    bool ForcePMTMatching = false;
+    m_data->CStore.Set("ForcePMTMatching", ForcePMTMatching);
+  }
+
   return true;
 }
 
diff --git a/UserTools/EBPMT/EBPMT.cpp b/UserTools/EBPMT/EBPMT.cpp
index ba6c9469e..c30edfbac 100644
--- a/UserTools/EBPMT/EBPMT.cpp
+++ b/UserTools/EBPMT/EBPMT.cpp
@@ -111,7 +111,7 @@ bool EBPMT::Execute()
 
     if (ChannelKey.size() == (NumWavesInCompleteSet - 1))
     {
-      Log("EBPMT: ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " == NumWavesInCompleteSet - 1 = " + std::to_string(NumWavesInCompleteSet - 1), v_debug, verbosityEBPMT);
+      Log("EBPMT: ChannelKey.size() == (NumWavesInCompleteSet - 1), ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " == NumWavesInCompleteSet - 1 = " + std::to_string(NumWavesInCompleteSet - 1), v_debug, verbosityEBPMT);
       if (AlmostCompleteWaveforms.find(PMTCounterTimeNs) != AlmostCompleteWaveforms.end())
       {
         Log("EBPMT: AlmostCompleteWaveforms size = " + std::to_string(AlmostCompleteWaveforms.size()), v_debug, verbosityEBPMT);
@@ -201,9 +201,14 @@ bool EBPMT::Execute()
 
   bool stopLoop = false;
   m_data->vars.Get("StopLoop", stopLoop);
-  int runNum = thisRunNum;
-  m_data->vars.Get("RunNumber", thisRunNum);
-  if (exeNum % exePerMatch == 0 || runNum != thisRunNum || stopLoop)
+  int runNum = thisRunNum; // run number saved in buffer as the previous run number
+  //m_data->vars.Get("RunNumber", thisRunNum);
+  m_data->CStore.Get("runNumber", thisRunNum);
+
+  bool ForcePMTMatching = false;
+  m_data->CStore.Get("ForcePMTMatching", ForcePMTMatching);
+  
+  if (exeNum % exePerMatch == 0 || runNum != thisRunNum || stopLoop || ForcePMTMatching)
   {
     Log("EBPMT: exeNum: " + std::to_string(exeNum) + " Doing Matching", v_message, verbosityEBPMT);
     if (matchToAllTriggers)
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index 82b0c3a3f..6bc13642c 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -185,5 +185,6 @@ if (tool=="ProcessedLAPPDFilter") ret=new ProcessedLAPPDFilter;
 if (tool=="BeamQuality") ret=new BeamQuality;
 if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
 if (tool=="LAPPDLoadTXT") ret=new LAPPDLoadTXT;
+if (tool=="LAPPDBSCharging") ret=new LAPPDBSCharging;
 return ret;
 }
diff --git a/UserTools/LAPPDBSCharging/LAPPDBSCharging.cpp b/UserTools/LAPPDBSCharging/LAPPDBSCharging.cpp
new file mode 100644
index 000000000..878aa77a8
--- /dev/null
+++ b/UserTools/LAPPDBSCharging/LAPPDBSCharging.cpp
@@ -0,0 +1,28 @@
+#include "LAPPDBSCharging.h"
+
+LAPPDBSCharging::LAPPDBSCharging():Tool(){}
+
+
+bool LAPPDBSCharging::Initialise(std::string configfile, DataModel &data){
+
+  /////////////////// Useful header ///////////////////////
+  if(configfile!="") m_variables.Initialise(configfile); // loading config file
+  //m_variables.Print();
+
+  m_data= &data; //assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  return true;
+}
+
+
+bool LAPPDBSCharging::Execute(){
+
+  return true;
+}
+
+
+bool LAPPDBSCharging::Finalise(){
+
+  return true;
+}
diff --git a/UserTools/LAPPDBSCharging/LAPPDBSCharging.h b/UserTools/LAPPDBSCharging/LAPPDBSCharging.h
new file mode 100644
index 000000000..f8c90801c
--- /dev/null
+++ b/UserTools/LAPPDBSCharging/LAPPDBSCharging.h
@@ -0,0 +1,39 @@
+#ifndef LAPPDBSCharging_H
+#define LAPPDBSCharging_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+
+
+/**
+ * \class LAPPDBSCharging
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+*
+* $Author: B.Richards $
+* $Date: 2019/05/28 10:44:00 $
+* Contact: b.richards@qmul.ac.uk
+*/
+class LAPPDBSCharging: public Tool {
+
+
+ public:
+
+  LAPPDBSCharging(); ///< Simple constructor
+  bool Initialise(std::string configfile,DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+  bool Execute(); ///< Execute function used to perform Tool purpose.
+  bool Finalise(); ///< Finalise function used to clean up resources.
+
+
+ private:
+
+
+
+
+
+};
+
+
+#endif
diff --git a/UserTools/LAPPDBSCharging/README.md b/UserTools/LAPPDBSCharging/README.md
new file mode 100644
index 000000000..af939269b
--- /dev/null
+++ b/UserTools/LAPPDBSCharging/README.md
@@ -0,0 +1,20 @@
+# LAPPDBSCharging
+
+LAPPDBSCharging
+
+## Data
+
+Describe any data formats LAPPDBSCharging creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for LAPPDBSCharging.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
index e89652e5b..9fd31430e 100644
--- a/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
+++ b/UserTools/LAPPDStoreReorder/LAPPDStoreReorder.cpp
@@ -116,7 +116,7 @@ bool LAPPDStoreReorder::DoReorder()
     map<unsigned long, vector<Waveform<double>>>::iterator itr;
     for (itr = lappddata.begin(); itr != lappddata.end(); ++itr)
     {
-        if (LAPPDReorderVerbosityLevel > 1)
+        if (LAPPDReorderVerbosityLevel > 4)
             cout << "reordering channelno= " << itr->first << endl;
         unsigned long channelno = itr->first;
         int channelHere = channelno;
@@ -124,7 +124,7 @@ bool LAPPDStoreReorder::DoReorder()
         Channel *chan = _geom->GetChannel(channelHere);
         int stripno = chan->GetStripNum();
         vector<Waveform<double>> Vwavs = itr->second;
-        if (LAPPDReorderVerbosityLevel > 1)
+        if (LAPPDReorderVerbosityLevel > 5)
         {
             cout << "this channel has " << Vwavs.size() << " waveforms" << endl;
             if (Vwavs.size() > 0)
@@ -141,7 +141,7 @@ bool LAPPDStoreReorder::DoReorder()
         // }else{
         //     bi = bi%2;
         //  }
-        if (LAPPDReorderVerbosityLevel > 5)
+        if (LAPPDReorderVerbosityLevel > 6)
         {
             // print the elements in NReadBoards, print LAPPDID;
             cout << "NReadBoards size is " << NReadBoards.size() << endl;
@@ -201,16 +201,16 @@ bool LAPPDStoreReorder::DoReorder()
         }
 
         reordereddata.insert(pair<unsigned long, vector<Waveform<double>>>(LAPPDchannelOffset + channelno, Vrwav));
-        if (LAPPDReorderVerbosityLevel > 2)
-            cout << "inserted channelno: " << LAPPDchannelOffset + channelno << ", current reorded data size is " << reordereddata.size() << endl;
+        if (LAPPDReorderVerbosityLevel > 4)
+            cout << "inserted channelno: " << LAPPDchannelOffset + channelno << ", current reorded data size is " << reordereddata.size() << ", switchword = " << switchword << ", switchbit = " << switchbit << endl;
     }
-    if (LAPPDReorderVerbosityLevel > 1)
+    if (LAPPDReorderVerbosityLevel > 4)
     {
         cout << "LAPPDStoreReorder, reordered data size is " << reordereddata.size() << endl;
     }
 
     m_data->Stores["ANNIEEvent"]->Set("SwitchBitBG", Smeta_BG_map);
-    if(LAPPDReorderVerbosityLevel>0)
+    if(LAPPDReorderVerbosityLevel>3)
     {
         cout << "LAPPDStoreReorder:: insert SwitchBitBG map size is " << Smeta_BG_map.size() << endl;
     }
diff --git a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
index a6f7dee7b..8185d3bbe 100644
--- a/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
+++ b/UserTools/LAPPDTimeAlignment/LAPPDTimeAlignment.cpp
@@ -282,7 +282,7 @@ double LAPPDTimeAlignment::Tfit(std::vector<double> *wf)
 
     if (oldLaser == 1)
     {
-      if (firstcross && pvol > T0signalmax && ppre < T0signalmax && i > 5 && i < 250)
+      if (firstcross && pvol > T0signalmax && ppre < T0signalmax && i > 1 && i < 255)
       { // trigger up to +200 2020 data
         if (FindT0VerbosityLevel > 1)
           cout << "Old t0 bin: " << i << endl;
@@ -310,13 +310,37 @@ double LAPPDTimeAlignment::Tfit(std::vector<double> *wf)
     else
     {
 
-      if (firstcross && pvol < T0signalmax && ppre > T0signalmax && i > 7 && i < 249)
+      if (firstcross && pvol < T0signalmax && ppre > T0signalmax && i > 1 && i < 255)
       {
 
         if (FindT0VerbosityLevel > 1)
           cout << "New t0 bin: " << i << endl;
 
         TGraph *edge = new TGraph();
+        int start = -7;
+        if(i<7) start = -i;
+        for (int j = start; j < 1; j++)
+        {
+          edge->SetPoint(j -start, (i + j) * 100., (wf->at(i + j)));
+        }
+
+        bool firstthreshcross = true;
+        for (int k = (i +start) * 100; k < (i + 1) * 100; k += 10)
+        {
+
+          if (FindT0VerbosityLevel == 3)
+            cout << k << " " << (edge->Eval((double)k, 0, "S")) << endl;
+
+          if (((edge->Eval((double)k, 0, "S")) < T0signalthreshold) && firstthreshcross)
+          {
+            if (FindT0VerbosityLevel > 2)
+              cout << "time: " << k << endl;
+            ttime = (double)k;
+            firstthreshcross = false;
+          }
+        }
+
+        /*
         for (int j = -7; j < 1; j++)
         {
           edge->SetPoint(j + 7, (i + j) * 100., (wf->at(i + j)));
@@ -337,6 +361,7 @@ double LAPPDTimeAlignment::Tfit(std::vector<double> *wf)
             firstthreshcross = false;
           }
         }
+        */
 
         firstcross = false;
       }
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
index 180fd9951..16c00a121 100644
--- a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
@@ -62,9 +62,18 @@ bool ProcessedLAPPDFilter::Initialise(std::string configfile, DataModel &data)
 bool ProcessedLAPPDFilter::Execute()
 {
 
+  uint64_t ETT = 0;
+  bool gotETT = m_data->Stores["ANNIEEvent"]->Get("EventTimeTank", ETT);
+  int pTW = 0;
+  bool gotpTW = m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerWord", pTW);
+  uint64_t pTT = 0;
+  bool gotpTT = m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerTime", pTT);
+  
+  Log("ProcessedLAPPDFilter: Got ETT: " + std::to_string(ETT) + "(" + std::to_string(gotETT) + "), pTW: " + std::to_string(pTW) + "(" + std::to_string(gotpTW) + "), pTT: " + std::to_string(pTT) + "(" + std::to_string(gotpTT) + ")", 1, FilterVerbosity);
+
   m_data->Stores.at("ANNIEEvent")->Get("DataStreams", DataStreams);
 
-  if (FilterVerbosity > 2)
+  if (FilterVerbosity > 3)
   {
     for (auto it = DataStreams.begin(); it != DataStreams.end(); ++it)
     {
@@ -338,8 +347,12 @@ bool ProcessedLAPPDFilter::GotANNIEEventAndSave(BoostStore *BS, string savePath)
   BS->Set("TriggerWord", TriggerWord);
   m_data->Stores["ANNIEEvent"]->Get("EventTimeMRD", EventTimeMRD);
   BS->Set("EventTimeMRD", EventTimeMRD);
+
   m_data->Stores["ANNIEEvent"]->Get("EventTimeTank", EventTimeTank);
+  Log("ProcessedLAPPDFilter: Got EventTimeTank: " + std::to_string(EventTimeTank), 1, FilterVerbosity);
   BS->Set("EventTimeTank", EventTimeTank);
+  Log("ProcessedLAPPDFilter: Set EventTimeTank: " + std::to_string(EventTimeTank), 1, FilterVerbosity);
+  
   m_data->Stores["ANNIEEvent"]->Get("MRDLoopbackTDC", MRDLoopbackTDC);
   BS->Set("MRDLoopbackTDC", MRDLoopbackTDC);
   m_data->Stores["ANNIEEvent"]->Get("MRDTriggerType", MRDTriggerType);
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 1a77c1d5a..af90ecca3 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -193,3 +193,4 @@
 #include "BeamQuality.h"
 #include "FitRWMWaveform.h"
 #include "LAPPDLoadTXT.h"
+#include "LAPPDBSCharging.h"
diff --git a/configfiles/BeamClusterAnalysis/ToolsConfig b/configfiles/BeamClusterAnalysis/ToolsConfig
index b147e1080..9b7fee419 100644
--- a/configfiles/BeamClusterAnalysis/ToolsConfig
+++ b/configfiles/BeamClusterAnalysis/ToolsConfig
@@ -11,6 +11,7 @@ LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDProcessedAna/ConfigStoreRea
 LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDProcessedAna/ConfigPreProcess
 LAPPDBaseline LAPPDBaseline configfiles/LAPPDProcessedAna/ConfigPreProcess
 LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot
+#LAPPDPlots LAPPDPlots configfiles/LAPPDProcessedAna/ConfigPlot
 
 FitRWMWaveform FitRWMWaveform ./configfiles/BeamClusterAnalysis/FitRWMWaveformConfig
 
diff --git a/configfiles/LAPPDASCIIAna/ConfigTXT b/configfiles/LAPPDASCIIAna/ConfigTXT
index eda75e045..4cd12102a 100644
--- a/configfiles/LAPPDASCIIAna/ConfigTXT
+++ b/configfiles/LAPPDASCIIAna/ConfigTXT
@@ -23,11 +23,9 @@ DoPedSubtraction 1
 Nboards 6 #Number of pedestal files to be read in
 #PedinputfileTXT ../Pedestals/LAPPD645839/P
 #PedinputfileTXT ../Pedestals/LAPPD40/P
-PedinputfileTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/2023_LAPPD40/P
+#PedinputfileTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/2023_LAPPD40/P
 
 
-PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
-
 ReadStorePdeFile 0
 loadFromStoreDirectly 0
 
@@ -37,12 +35,15 @@ loadFromStoreDirectly 0
 DoPedSubtract 1
 LAPPDLoadTXTVerbosity 1
 #PedFileNameTXT ../Pedestals/LAPPD40/P
-PedFileNameTXT /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/PEDS_ACDC_board
+#PedFileNameTXT /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/PEDS_ACDC_board
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2023-10-24/2023-10-24/LaserON_2300V_strip28/Ascii20232410_135201.txt
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD1.0/Ascii20221702_100345.txt
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD2.0/Ascii20221702_101913.txt
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.0/Ascii20221702_103605.txt
-DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.5/Ascii20221702_142206.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.5/Ascii20221702_142206.txt
+
+PedFileNameTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/LAPPD151/pedestal_2024_8_15/P
+DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-21/forcedTrigger_nd1p8/Ascii20240408_124303.txt
 
 #LAPPDReorderData
 ReorderVerbosityLevel 0
diff --git a/configfiles/LAPPDASCIIAnaFor151/ConfigGeo b/configfiles/LAPPDASCIIAnaFor151/ConfigGeo
new file mode 100644
index 000000000..ffe0ca918
--- /dev/null
+++ b/configfiles/LAPPDASCIIAnaFor151/ConfigGeo
@@ -0,0 +1,11 @@
+#LoadGeometry
+verbosity 0
+LAPPDChannelCount 60
+FACCMRDGeoFile ./configfiles/LoadGeometry/FullMRDGeometry.csv
+DetectorGeoFile ./configfiles/LoadGeometry/DetectorGeometrySpecs.csv
+LAPPDGeoFile ./configfiles/LAPPDana/LAPPDGeometry.csv
+TankPMTGeoFile ./configfiles/LoadGeometry/FullTankPMTGeometry.csv
+TankPMTGainFile ./configfiles/LoadGeometry/ChannelSPEGains_BeamRun20192020.csv
+AuxiliaryChannelFile ./configfiles/LoadGeometry/AuxChannels.csv
+LAPPDMerging 0
+
diff --git a/configfiles/LAPPDASCIIAnaFor151/ConfigPlot b/configfiles/LAPPDASCIIAnaFor151/ConfigPlot
new file mode 100755
index 000000000..60bb7029d
--- /dev/null
+++ b/configfiles/LAPPDASCIIAnaFor151/ConfigPlot
@@ -0,0 +1,133 @@
+oldLaser 0 #1 for old data, 0 for new trigger boards
+
+#LAPPDBaselineSubtract
+BLSInputWavLabel AlignedLAPPDData
+BaselineSubstractVerbosityLevel 0
+TrigChannel 5 #Specified channel the trigger signal will be on
+LAPPDchannelOffset 1000
+LowBLfitrange 25;
+HiBLfitrange  60;
+TrigLowBLfitrange 30
+TrigHiBLfitrange  100
+BLSOutputWavLabel ABLSLAPPDData
+oldLaserTrigAmpRange 40
+
+#LAPPDFindPeak
+FindPeakVerbosity 0
+FiltPeakInputWavLabel FiltLAPPDData
+RawPeakInputWavLabel LAPPDWaveforms
+BLSPeakInputWavLabel ABLSLAPPDData
+FindPeakOutLabel SimpleRecoLAPPDPulses
+TotThreshold 15.
+MinimumTot 900.
+Deltat 100.
+
+# General Parameters
+Nsamples 256
+SampleSize 100
+NChannels 60
+
+
+outfile WaveForms_ablsub.root
+NHistos 200
+SaveSingleStrip 0
+SingleStripNo 9
+plotLow -10
+plotHigh 20
+
+#LAPPDPlotWaveForms2D
+outfile2D RawDataWaveForms_2D.root
+plot2DrecoPulseInputLabel thresRecoLAPPDPulses
+plot2DrecoHitInputLabel thresRecoLAPPDHits
+includeRecoPulses 1
+includeRecoHits 1
+plotAdditionalPart 1
+titleSize 0.04
+canvasMargin 0.15
+canvasTitleOffset 1
+#LAPPDSelectPlot2D
+LAPPDSelectPlotWaveform2DLabel LAPPDWaveforms
+SelectOutfile2D LAPPDSelectPlot.root
+MRDTrackExistSelection 0 
+verbosityPlot2D 10
+colorContour 255
+useDefaultPalette 1
+colorPalette 112
+
+
+
+#LAPPDThresReco
+LAPPDThresRecoVerbosity 0
+verbosity 0
+printHitsTXT 0
+threshold 10
+minPulseWidth 10
+#thresRecoInputWaveLabel AlignedLAPPDData
+ThresRecoInputWaveLabel BLsubtractedLAPPDData
+#thresRecoInputWaveLabel LAPPDWaveforms
+
+ThresRecoOutputPulseLabel LAPPDPulses
+ThresRecoOutputHitLabel LAPPDHits
+useMaxTime 1  # 1: use max bin as pulse time, 0: use gaus fit bin as pulse peak time
+#signalSpeedOnStrip 0.6667
+signalSpeedOnStrip 0.567 #1.69982/2.99792
+triggerBoardDelay 0
+loadPrintMRDinfo 0
+useRange 0   #set this to 0 for using pulse start time as the saved pulse time, 1 for high, -1 for using peak time
+plusClockBit 0
+
+savePositionOnStrip 1
+LoadLAPPDMapInfo 1
+
+#LAPPDStackStrip
+verbosityStackStrip 0
+StackOutputFileName stacked.root
+#StackInputWaveLabel BLsubtractedLAPPDData
+StackInputWaveLabel RawLAPPDData
+#StackInputWaveLabel LAPPDWaveforms
+StackStripNumber 1
+StackStripSide 0
+
+#LAPPDPlotWaveForms
+NHistos 200
+SaveByChannel 0
+SaveSingleStrip 0
+SingleStripNo 1
+requireT0signal 0
+
+
+#LAPPDTreeMaker
+treeMakerVerbosity 0
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree.root 
+
+
+#LAPPDPlots
+#LAPPDPlotInputWaveLabel BLsubtractedLAPPDData
+#LAPPDPlotInputWaveLabel LAPPDWaveforms
+#LAPPDPlotInputWaveLabel AlignedLAPPDData
+#LAPPDPlotInputWaveLabel RawLAPPDData
+LAPPDPlotInputWaveLabel BLandTALAPPDData
+
+LAPPDPlotsVerbosity 0
+CanvasXSubPlotNumber 2
+CanvasYSubPlotNumber 2
+canvasMargin 0.1
+drawHighThreshold 50
+drawLowThreshold -20
+BinHistMin -30
+BinHistMax  200
+BinHistNumber 100
+
+CanvasWidth 1000
+CanvasHeight 500
+
+maxDrawEventNumber 1000
+
+DrawBinHist 1
+printEventNumber 1000
+printLAPPDNumber 1
+printEventWaveform 1
+
+LoadLAPPDMap 1
diff --git a/configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess b/configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess
new file mode 100755
index 000000000..d637eadcb
--- /dev/null
+++ b/configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess
@@ -0,0 +1,48 @@
+# General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+LAPPDchannelOffset 1000
+Folder ../Data/3655/
+#Folder ../Data/2022-06-10/
+
+#LAPPDBaselineSubtract
+BaselineSubstractVerbosityLevel 0
+TrigChannel1  1005
+TrigChannel2  1035
+#BLSInputWavLabel LAPPDWaveforms #LAPPDWaveforms
+BLSInputWavLabel AlignedLAPPDData
+#BLSInputWavLabel RawLAPPDData
+
+LowBLfitrange 50
+HiBLfitrange  100
+TrigLowBLfitrange 50
+TrigHiBLfitrange  100
+BLSOutputWavLabel BLsubtractedLAPPDData
+oldLaserTrigAmpRange 40
+
+#LAPPDFindT0
+FindT0Verbosity 0
+#FindT0InputWavLabel BLsubtractedLAPPDData
+#FindT0InputWavLabel RawLAPPDData
+FindT0InputWavLabel LAPPDWaveforms
+OneBoardShift 0
+OneBoardShiftValue 16
+LoadLAPPDMap 1
+
+TrigEarlyCut 20
+TrigLateCut 200
+T0channelNo 1005
+T0channelNo1 1005
+T0channelNo2 1005
+T0signalmax -130.
+T0signalthreshold -50.
+T0signalmaxOld 50. #Older data uses a positive going signal
+T0signalthresholdOld 80. #Older data uses a positive going signal
+T0offset  0
+FindT0OutputWavLabel AlignedLAPPDData
+GlobalShiftT0 80
+#Added by Marc
+Triggerdefault 5
+LAPPDOffset 1000
+
diff --git a/configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess2 b/configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess2
new file mode 100755
index 000000000..b639f3d31
--- /dev/null
+++ b/configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess2
@@ -0,0 +1,68 @@
+# General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+LAPPDchannelOffset 1000
+Folder ../Data/3655/
+#Folder ../Data/2022-06-10/
+
+#LAPPDBaselineSubtract
+BaselineSubstractVerbosityLevel 0
+TrigChannel1  1005
+TrigChannel2  1035
+#BLSInputWavLabel LAPPDWaveforms #LAPPDWaveforms
+BLSInputWavLabel AlignedLAPPDData
+#BLSInputWavLabel RawLAPPDData
+
+LowBLfitrange 0
+HiBLfitrange  60
+TrigLowBLfitrange 50
+TrigHiBLfitrange  150
+BLSOutputWavLabel BLsubtractedLAPPDData
+oldLaserTrigAmpRange 40
+
+#LAPPDFindT0
+FindT0Verbosity 0
+FindT0InputWavLabel BLsubtractedLAPPDData
+#FindT0InputWavLabel RawLAPPDData
+#FindT0InputWavLabel LAPPDWaveforms
+
+OneBoardShift 0
+OneBoardShiftValue 16
+LoadLAPPDMap 1
+
+TrigEarlyCut 20
+TrigLateCut 200
+T0channelNo 1005
+T0channelNo1 1005
+T0channelNo2 1005
+T0signalmax -100.
+T0signalthreshold -50.
+T0signalmaxOld 50. #Older data uses a positive going signal
+T0signalthresholdOld 80. #Older data uses a positive going signal
+T0offset  0
+#FindT0OutputWavLabel AlignedLAPPDData
+FindT0OutputWavLabel BLandTALAPPDData
+
+GlobalShiftT0 80
+#Added by Marc
+Triggerdefault 5
+LAPPDOffset 1000
+
+#LAPPDPlotWaveForms
+requireT0signal 0
+SaveByChannel 1
+PlotWavLabel BLsubtractedLAPPDData
+#PlotWavLabel LAPPDWaveforms
+outfile WaveForms_rawblsub.root
+NHistos 400
+SaveSingleStrip 0
+SingleStripNo 9
+
+
+
+
+
+
+
+
diff --git a/configfiles/LAPPDASCIIAnaFor151/ConfigStoreReadIn b/configfiles/LAPPDASCIIAnaFor151/ConfigStoreReadIn
new file mode 100755
index 000000000..52521f447
--- /dev/null
+++ b/configfiles/LAPPDASCIIAnaFor151/ConfigStoreReadIn
@@ -0,0 +1,23 @@
+# General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+
+
+#LAPPDReorderData
+LAPPDReorderVerbosityLevel 0
+ReorderInputWavLabel RawLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 0
+
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+SelectSingleLAPPD false
+SelectedLAPPD 0
diff --git a/configfiles/LAPPDASCIIAnaFor151/ConfigTXT b/configfiles/LAPPDASCIIAnaFor151/ConfigTXT
new file mode 100644
index 000000000..2514c8b44
--- /dev/null
+++ b/configfiles/LAPPDASCIIAnaFor151/ConfigTXT
@@ -0,0 +1,93 @@
+#General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 0
+MultiLAPPDMap 1
+stopEntries 10000000000
+
+DoPedSubtraction 1
+Nboards 6 #Number of pedestal files to be read in
+#PedinputfileTXT ../Pedestals/LAPPD645839/P
+#PedinputfileTXT ../Pedestals/LAPPD40/P
+#PedinputfileTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/2023_LAPPD40/P
+
+
+ReadStorePdeFile 0
+loadFromStoreDirectly 0
+
+
+#LAPPDLoadTXT
+
+DoPedSubtract 1
+LAPPDLoadTXTVerbosity 1
+#PedFileNameTXT ../Pedestals/LAPPD40/P
+#PedFileNameTXT /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/PEDS_ACDC_board
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2023-10-24/2023-10-24/LaserON_2300V_strip28/Ascii20232410_135201.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD1.0/Ascii20221702_100345.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD2.0/Ascii20221702_101913.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.0/Ascii20221702_103605.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.5/Ascii20221702_142206.txt
+
+
+# LAPPD 151
+PedFileNameTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/LAPPD151/pedestal_2024_8_15/P
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-21/forcedTrigger_nd1p8/Ascii20240408_124303.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-21/forcedTrigger_nd2p2/Ascii20240408_112022.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-21/forcedTrigger_nd2p0/Ascii20240408_114859.txt
+DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-22/forcedTrigger_nd3p5/Ascii20240508_144350.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-22/forcedTrigger_nd4p5/Ascii20240508_153057.txt
+
+oldLaser 0
+
+#LAPPDReorderData
+ReorderVerbosityLevel 0
+#ReorderInputWavLabel RawLAPPDData
+ReorderInputWavLabel AlignedLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 180
+
+ReadStore 0
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 0
+loadOffsets 0
+LoadBuiltPPSInfo 1
+num_vector_data 7795
+num_vector_pps 16
+
+#LAPPDTreeMaker
+LoadPulse 1
+LoadHit 1
+LoadWaveform 1
+LoadLAPPDDataTimeStamp 1
+LoadPPSTimestamp 0
+LoadRunInfoRaw 0
+LoadRunInfoANNIEEvent 1
+
+treeMakerVerbosity 0
+MultiLAPPDMapTreeMaker 1
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree_processedAna.root
+LoadTriggerInfo 0
+LoadGroupOption beam
+LoadGroupedTriggerInfo 1
diff --git a/configfiles/LAPPDASCIIAnaFor151/Configs b/configfiles/LAPPDASCIIAnaFor151/Configs
new file mode 100644
index 000000000..1f3cadc0e
--- /dev/null
+++ b/configfiles/LAPPDASCIIAnaFor151/Configs
@@ -0,0 +1,74 @@
+#General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 0
+MultiLAPPDMap 1
+stopEntries 10000000000
+
+DoPedSubtraction 1
+Nboards 6 #Number of pedestal files to be read in
+#PedinputfileTXT ../Pedestals/LAPPD645839/P
+PedinputfileTXT ../Pedestals/LAPPD40/P
+
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+ReadStorePdeFile 0
+loadFromStoreDirectly 0
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+#LAPPDReorderData
+ReorderVerbosityLevel 0
+#ReorderInputWavLabel RawLAPPDData
+ReorderInputWavLabel AlignedLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 180
+
+ReadStore 0
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 0
+loadOffsets 0
+LoadBuiltPPSInfo 1
+num_vector_data 7795
+num_vector_pps 16
+
+#LAPPDTreeMaker
+LoadPulse 1
+LoadHit 1
+LoadWaveform 1
+LoadLAPPDDataTimeStamp 1
+LoadPPSTimestamp 0
+LoadRunInfoRaw 0
+LoadRunInfoANNIEEvent 1
+
+treeMakerVerbosity 0
+MultiLAPPDMapTreeMaker 0
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree_ASCIIAna.root
+LoadTriggerInfo 0
+LoadGroupOption beam
+LoadGroupedTriggerInfo 1
+loadPrintMRDinfo 0
+
diff --git a/configfiles/LAPPDASCIIAnaFor151/TimeClusteringConfig b/configfiles/LAPPDASCIIAnaFor151/TimeClusteringConfig
new file mode 100644
index 000000000..e778247fc
--- /dev/null
+++ b/configfiles/LAPPDASCIIAnaFor151/TimeClusteringConfig
@@ -0,0 +1,13 @@
+#TimeClustering config file
+
+verbosity 0
+MinDigitsForTrack 3
+MaxMrdSubEventDuration 30
+MinSubeventTimeSep 30
+MakeMrdDigitTimePlot 0
+LaunchTApplication 0
+IsData 1
+#OutputROOTFile TimeClustering_MRDTest28_cluster40ns
+OutputROOTFile STEC_TimeClusteringOut
+MapChankey_WCSimID ./configfiles/SimpleTankEnergyCalibrator/MRD_Chankey_WCSimID.dat
+
diff --git a/configfiles/LAPPDASCIIAnaFor151/ToolChainConfig b/configfiles/LAPPDASCIIAnaFor151/ToolChainConfig
new file mode 100644
index 000000000..83eadfc77
--- /dev/null
+++ b/configfiles/LAPPDASCIIAnaFor151/ToolChainConfig
@@ -0,0 +1,24 @@
+
+#ToollChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1 ## Verbosity level of ToolChain
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1 ## 1= will attempt to finalise if an execute fails
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery ##### Ignore these settings for local analysis
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File configfiles/LAPPDASCIIAnaFor151/ToolsConfig  ## list of tools to run and their config files
+
+##### Run Type #####
+Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Interactive 0 ## set to 1 if you want to run the code interactively
+
diff --git a/configfiles/LAPPDASCIIAnaFor151/ToolsConfig b/configfiles/LAPPDASCIIAnaFor151/ToolsConfig
new file mode 100644
index 000000000..f2f465487
--- /dev/null
+++ b/configfiles/LAPPDASCIIAnaFor151/ToolsConfig
@@ -0,0 +1,18 @@
+LoadGeometry LoadGeometry configfiles/LoadGeometry/LoadGeometryConfig
+
+
+LAPPDLoadTXT LAPPDLoadTXT configfiles/LAPPDASCIIAnaFor151/ConfigTXT
+
+LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDASCIIAnaFor151/ConfigStoreReadIn
+
+LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess
+LAPPDBaseline LAPPDBaseline configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess
+
+secondLAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDASCIIAnaFor151/ConfigPreProcess2
+
+LAPPDPlots LAPPDPlots configfiles/LAPPDASCIIAnaFor151/ConfigPlot
+
+
+LAPPDThresReco LAPPDThresReco configfiles/LAPPDASCIIAnaFor151/ConfigPlot
+
+LAPPDTreeMaker LAPPDTreeMaker configfiles/LAPPDASCIIAnaFor151/Configs
diff --git a/configfiles/LAPPDProcessedAna/ConfigPlot b/configfiles/LAPPDProcessedAna/ConfigPlot
index 73c090663..5156f6b55 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPlot
+++ b/configfiles/LAPPDProcessedAna/ConfigPlot
@@ -18,7 +18,7 @@ FiltPeakInputWavLabel FiltLAPPDData
 RawPeakInputWavLabel LAPPDWaveforms
 BLSPeakInputWavLabel ABLSLAPPDData
 FindPeakOutLabel SimpleRecoLAPPDPulses
-TotThreshold 15.
+TotThreshold 7.
 MinimumTot 900.
 Deltat 100.
 
@@ -69,7 +69,7 @@ LAPPDThresRecoVerbosity 0
 verbosity 0
 printHitsTXT 0
 threshold 10
-minPulseWidth 10
+minPulseWidth 5
 #thresRecoInputWaveLabel AlignedLAPPDData
 ThresRecoInputWaveLabel BLsubtractedLAPPDData
 #thresRecoInputWaveLabel LAPPDWaveforms
diff --git a/configfiles/LAPPDProcessedAna/ConfigPreProcess b/configfiles/LAPPDProcessedAna/ConfigPreProcess
index 11cb9b98a..c1a0a8830 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPreProcess
+++ b/configfiles/LAPPDProcessedAna/ConfigPreProcess
@@ -41,7 +41,9 @@ T0signalmaxOld 50. #Older data uses a positive going signal
 T0signalthresholdOld 80. #Older data uses a positive going signal
 T0offset  0
 FindT0OutputWavLabel AlignedLAPPDData
-GlobalShiftT0 80
+GlobalShiftT0 0  # for 2023 data
+#GlobalShiftT0 80 # for 2024 data
+
 #Added by Marc
 Triggerdefault 5
 LAPPDOffset 1000
diff --git a/configfiles/LAPPDProcessedAna/ConfigTXT b/configfiles/LAPPDProcessedAna/ConfigTXT
new file mode 100644
index 000000000..a982c4278
--- /dev/null
+++ b/configfiles/LAPPDProcessedAna/ConfigTXT
@@ -0,0 +1,72 @@
+#General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_PPS 16 #Fixed PPS vector size
+NUM_VECTOR_DATA 7795 #Fixed DATA vector size
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 0
+MultiLAPPDMap 1
+stopEntries 10000000000
+
+DoPedSubtraction 1
+Nboards 6 #Number of pedestal files to be read in
+#PedinputfileTXT ../Pedestals/LAPPD645839/P
+PedinputfileTXT ../Pedestals/LAPPD40/P
+
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+ReadStorePdeFile 0
+loadFromStoreDirectly 0
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+#LAPPDReorderData
+ReorderVerbosityLevel 0
+#ReorderInputWavLabel RawLAPPDData
+ReorderInputWavLabel AlignedLAPPDData
+ReorderOutputWavLabel LAPPDWaveforms
+DelayOffset 0
+GlobalShift 180
+
+ReadStore 0
+NUM_VECTOR_DATA 7795
+NUM_VECTOR_PPS 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 0
+loadOffsets 0
+LoadBuiltPPSInfo 1
+num_vector_data 7795
+num_vector_pps 16
+
+#LAPPDTreeMaker
+LoadPulse 1
+LoadHit 1
+LoadWaveform 1
+LoadLAPPDDataTimeStamp 1
+LoadPPSTimestamp 0
+LoadRunInfoRaw 0
+LoadRunInfoANNIEEvent 1
+
+treeMakerVerbosity 0
+MultiLAPPDMapTreeMaker 1
+treeMakerInputPulseLabel LAPPDPulses
+treeMakerInputHitLabel LAPPDHits
+treeMakerOutputFileName LAPPDTree_processedAna.root
+LoadTriggerInfo 0
+LoadGroupOption beam
+LoadGroupedTriggerInfo 1
diff --git a/configfiles/LAPPDProcessedAna/Configs b/configfiles/LAPPDProcessedAna/Configs
index 24cc40ec3..e8ad7c851 100644
--- a/configfiles/LAPPDProcessedAna/Configs
+++ b/configfiles/LAPPDProcessedAna/Configs
@@ -21,13 +21,11 @@ stopEntries 10000000000
 
 DoPedSubtraction 1
 Nboards 6 #Number of pedestal files to be read in
-
-PedinputfileTXT ../Pedestals/LAPPD645839/P
+#PedinputfileTXT ../Pedestals/LAPPD645839/P
 #PedinputfileTXT ../Pedestals/LAPPD40/P
+PedinputfileTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/2022_LAPPD40/P
 
 
-PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
-
 ReadStorePdeFile 0
 loadFromStoreDirectly 0
 
diff --git a/configfiles/LAPPDProcessedAna/ToolChainConfig b/configfiles/LAPPDProcessedAna/ToolChainConfig
index 577961b75..3c8060cf1 100644
--- a/configfiles/LAPPDProcessedAna/ToolChainConfig
+++ b/configfiles/LAPPDProcessedAna/ToolChainConfig
@@ -19,6 +19,6 @@ service_kick_sec -1
 Tools_File configfiles/LAPPDProcessedAna/ToolsConfig  ## list of tools to run and their config files
 
 ##### Run Type #####
-Inline 50 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Inline 20 ## number of Execute steps in program, -1 infinite loop that is ended by user
 Interactive 0 ## set to 1 if you want to run the code interactively
 
diff --git a/configfiles/LAPPDProcessedAna/list.txt b/configfiles/LAPPDProcessedAna/list.txt
index c202b69e1..8894dadb6 100644
--- a/configfiles/LAPPDProcessedAna/list.txt
+++ b/configfiles/LAPPDProcessedAna/list.txt
@@ -1,11 +1,15 @@
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4804
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4805
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4825
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4831
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4839
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4843
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4852
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4856
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4880
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4890
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredAllLAPPDData_4897
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4200_0_106
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4208_0_15
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4210_0_275
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4213_0_499
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4213_500_903
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4215_0_42
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4217_0_499
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4217_500_507
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4218_0_262
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4222_0_381
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4223_0_499
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4223_500_870
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4224_0_337
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/2023_LAPPD40/AllLAPPD/FilteredAllLAPPDData_4228_0_175
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diff --git a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
index 242a2d558..7c98f485e 100644
--- a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
+++ b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
@@ -1,7 +1,7 @@
-FilterVerbosity 0
+FilterVerbosity 2
 
 saveAllLAPPDEvents 1
-savePMTClusterEvents 0
+savePMTClusterEvents 1
 
 filterType MRDtrack
 
diff --git a/configfiles/LAPPDProcessedFilter/list.txt b/configfiles/LAPPDProcessedFilter/list.txt
index dc3e96f2e..f4444db72 100644
--- a/configfiles/LAPPDProcessedFilter/list.txt
+++ b/configfiles/LAPPDProcessedFilter/list.txt
@@ -1,300 +1,2 @@
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+/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/ProcessedData_PMTMRDLAPPD_R3832S0p131
+/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/ProcessedData_PMTMRDLAPPD_R3832S0p132

From 9340b0ade4762e4387c5b552674e525e94623861 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Sat, 31 Aug 2024 00:25:58 -0500
Subject: [PATCH 097/163] Don't use mask file, save all triggers

 Changes to be committed:
	modified:   configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig
---
 configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig b/configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig
index 00b6bc1e6..96bc8670a 100644
--- a/configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig
+++ b/configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig
@@ -1,5 +1,5 @@
-verbosity 2
-TriggerMaskFile ./configfiles/EventBuilder/DefaultTriggerMask.txt
+verbosity 0
+#TriggerMaskFile ./configfiles/EventBuilder/DefaultTriggerMask.txt
 StoreTrigOverlap 1
 ReadTrigOverlap 0
 UseCStore 0

From 7f935be34e2c671d550fd6229708b2e1a185e2fa Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Tue, 22 Oct 2024 12:35:17 -0500
Subject: [PATCH 098/163] Update PhaseIIADCHitFinder.cpp

dumb fix
---
 UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
index 103c67fdc..4b0d1ab25 100755
--- a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
+++ b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
@@ -949,7 +949,7 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
         // Store the freshly made pulse in the vector of found pulses
         pulses.emplace_back(channel_key,
           ( pulse_start_sample * NS_PER_ADC_SAMPLE )-timing_offset,
-          (peak_sample * NS_PER_ADC_SAMPLE)-timing_offset,
+          (hit_time * NS_PER_ADC_SAMPLE)-timing_offset,
           calibrated_minibuffer_data.GetBaseline(),
           calibrated_minibuffer_data.GetSigmaBaseline(),
           raw_area, max_ADC, calibrated_amplitude, charge);

From d65adbe97665d7fcac90ed37c7260e7e93deecd9 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Wed, 23 Oct 2024 12:24:02 -0500
Subject: [PATCH 099/163] Add LAPPD waveform to ANNIEEventTreeMaker Force
 matching of MRD and LAPPD ad the end of a part file for AmBe runs Update the
 trigger grouping

---
 FilterLAPPDEvents                             |   1 -
 .../ANNIEEventTreeMaker.cpp                   |  64 ++++++
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  14 +-
 UserTools/EBLAPPD/EBLAPPD.cpp                 |   5 +-
 UserTools/EBLAPPD/EBLAPPD.h                   |  11 +-
 UserTools/EBLAPPD/README.md                   |  35 +++-
 UserTools/EBLoadRaw/EBLoadRaw.cpp             |  37 +++-
 UserTools/EBLoadRaw/EBLoadRaw.h               |  11 +-
 UserTools/EBLoadRaw/README.md                 |  22 +--
 UserTools/EBMRD/EBMRD.cpp                     |   4 +-
 UserTools/EBMRD/EBMRD.h                       |  20 +-
 UserTools/EBMRD/README.md                     |  35 +++-
 UserTools/EBPMT/EBPMT.cpp                     |   4 +-
 UserTools/EBPMT/EBPMT.h                       |  12 +-
 UserTools/EBPMT/README.md                     |  43 +++-
 UserTools/EBSaver/EBSaver.h                   |  10 +-
 UserTools/EBSaver/README.md                   |  29 ++-
 .../EBTriggerGrouper/EBTriggerGrouper.cpp     |  16 +-
 UserTools/EBTriggerGrouper/EBTriggerGrouper.h |  16 +-
 UserTools/EBTriggerGrouper/README.md          |  32 ++-
 .../ProcessedLAPPDFilter.cpp                  | 184 +++++++++++++++++-
 .../ProcessedLAPPDFilter.h                    |   3 +
 .../TriggerDataDecoder/TriggerDataDecoder.cpp |   1 +
 .../ANNIEEventTreeMakerConfig                 |   3 +-
 .../ANNIEEventTreeMakerConfig_cosmic          |  30 +++
 .../BeamClusterAnalysis/configLAPPD.py        |  39 ++++
 configfiles/BeamClusterAnalysis/my_inputs.txt |  12 +-
 configfiles/EventBuilderV2/EBMRDConfig        |   3 +-
 configfiles/EventBuilderV2/EBPMTConfig        |   6 +-
 .../EventBuilderV2/EBTriggerGrouperConfig     |   5 +-
 configfiles/EventBuilderV2/ToolsConfig        |   2 +-
 configfiles/EventBuilderV2/my_files.txt       |   4 +-
 configfiles/LAPPDASCIIAna/ConfigPlot          |  12 +-
 configfiles/LAPPDASCIIAna/ConfigPreProcess    |   2 +-
 configfiles/LAPPDASCIIAna/ConfigTXT           |  21 +-
 configfiles/LAPPDASCIIAna/ToolChainConfig     |   2 +-
 configfiles/LAPPDASCIIAnaFor151/ConfigPlot    |   2 +-
 configfiles/LAPPDASCIIAnaFor151/ConfigTXT     |  19 +-
 configfiles/LAPPDProcessedAna/ConfigPlot      |   4 +-
 .../ProcessedLAPPDFilterConfig                |  12 +-
 configfiles/LAPPDProcessedFilter/list.txt     |   3 +-
 configfiles/LAPPD_EB/Configs                  |   2 +-
 configfiles/LAPPD_EB/my_files.txt             |  56 +-----
 .../PreProcessTrigOverlap/CreateMyList.sh     |   0
 .../PreProcessTrigOverlap/LoadRawDataConfig   |   2 +-
 .../PreProcessTrigOverlap/my_files.txt        |  15 +-
 configfiles/PrintANNIEEvent/ToolChainConfig   |   2 +-
 configfiles/PrintANNIEEvent/my_inputs.txt     |   2 +-
 48 files changed, 635 insertions(+), 234 deletions(-)
 delete mode 120000 FilterLAPPDEvents
 create mode 100644 configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig_cosmic
 create mode 100644 configfiles/BeamClusterAnalysis/configLAPPD.py
 mode change 100644 => 100755 configfiles/PreProcessTrigOverlap/CreateMyList.sh

diff --git a/FilterLAPPDEvents b/FilterLAPPDEvents
deleted file mode 120000
index a369f0f49..000000000
--- a/FilterLAPPDEvents
+++ /dev/null
@@ -1 +0,0 @@
-configfiles/FilterLAPPDEvents/ToolChainConfig
\ No newline at end of file
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 5f7f4c6ee..9674cd231 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -43,6 +43,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("SiPMPulseInfo_fill", SiPMPulseInfo_fill);
   m_variables.Get("LAPPDReco_fill", LAPPDReco_fill);
   m_variables.Get("LAPPD_PPS_fill", LAPPD_PPS_fill);
+  m_variables.Get("LAPPD_Waveform_fill", LAPPD_Waveform_fill);
 
   std::string output_filename = "ANNIEEventTree.root";
   m_variables.Get("OutputFile", output_filename);
@@ -263,6 +264,14 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     */
   }
 
+  LAPPDWaveformInputLabel = "BLsubtractedLAPPDData";
+  m_variables.Get("LAPPDWaveformInputLabel", LAPPDWaveformInputLabel);
+  if (LAPPD_Waveform_fill)
+  {
+    //Log("ANNIEEventTreeMaker Tool: LAPPDWaveformInputLabel = " + LAPPDWaveformInputLabel, 0, ANNIEEventTreeMakerVerbosity);
+    fANNIETree->Branch("LAPPDWaveform", &fLAPPDWaveforms);
+  }
+
   if (MRDHitInfo_fill)
   {
     fANNIETree->Branch("MRDHitClusterIndex", &fMRDHitClusterIndex);
@@ -521,6 +530,10 @@ bool ANNIEEventTreeMaker::Execute()
   {
     LoadLAPPDInfo();
   }
+  if (LAPPD_Waveform_fill)
+  {
+    FillLAPPDWaveform();
+  }
 
   //****************************** Fill MRD Info *************************************//
   if (MRDHitInfo_fill)
@@ -2407,3 +2420,54 @@ void ANNIEEventTreeMaker::RecoSummary()
   std::cout << "  RecoStatus = " << fRecoStatus << std::endl;
   std::cout << std::endl;
 }
+
+void ANNIEEventTreeMaker::FillLAPPDWaveform()
+{
+  //Log("ANNIEEventTreeMaker: Filling LAPPD Waveform", 0, ANNIEEventTreeMakerVerbosity);
+
+  fLAPPDWaveforms.clear();
+
+  fLAPPDWaveforms =  std::vector<std::vector<double>>(60*3, std::vector<double>(256, 0.0));
+
+  // m_data->Stores["ANNIEEvent"]->Print(false);
+
+  // cout<<"LAPPDWaveformInputLabel: "<<LAPPDWaveformInputLabel<<endl;
+
+  std::map<unsigned long, vector<Waveform<double>>> lappdData; // waveform data
+  m_data->Stores["ANNIEEvent"]->Get(LAPPDWaveformInputLabel, lappdData);
+
+  std::map<unsigned long, vector<Waveform<double>>>::iterator it;
+  for (it = lappdData.begin(); it != lappdData.end(); it++)
+  {
+
+    // get the waveforms from channel number
+    unsigned long channel = it->first;
+    channel = channel % 1000 + 1000;
+    if ((channel % 1000) % 30 == 5)
+      continue;
+    Waveform<double> waveforms = it->second.at(0);
+    vector<double> wav = *waveforms.GetSamples();
+    vector<double> wave = wav;
+    if (wave.size() != 256)
+    {
+      cout << "ANNIEEventTreeMaker: Found a bug waveform at channel " << channel << ", size is " << wave.size() << endl;
+      continue;
+    }
+
+    for (int i = 0; i < wave.size(); i++)
+    {
+      wave.at(i) = -wave.at(i);
+    }
+
+    int LAPPD_ID = static_cast<int>((channel - 1000) / 60);
+    Channel *chan = geom->GetChannel(channel);
+    int stripno = chan->GetStripNum();
+    int stripSide = chan->GetStripSide();
+
+    // fill this waveform to fLAPPDWaveforms[LAPPD_ID][stripno+stripSide*30][n]
+    for (int n = 0; n < 256; n++)
+    {
+      fLAPPDWaveforms[LAPPD_ID*60+stripno + stripSide * 30][n] = wave.at(n);
+    }
+  }
+}
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 26f4418b6..8a5f3604c 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -24,15 +24,15 @@
 #include "PsecData.h"
 #include "LAPPDPulse.h"
 #include "LAPPDHit.h"
+#include "Geometry.h"
 
 /**
  * \class ANNIEEventTreeMaker
  *
- * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
  *
- * $Author: B.Richards $
- * $Date: 2019/05/28 10:44:00 $
- * Contact: b.richards@qmul.ac.uk
+ * $Author: Yue Feng $
+ * $Date: 2024/8 $
+ * Contact: yuef@iastate.edu
  */
 class ANNIEEventTreeMaker : public Tool
 {
@@ -63,6 +63,7 @@ class ANNIEEventTreeMaker : public Tool
     void LoadMRDInfo();
     void LoadLAPPDRecoInfo();
     void FillLAPPDRecoInfo();
+    void FillLAPPDWaveform();
 
     bool FillMCTruthInfo();
     bool FillTankRecoInfo();
@@ -111,6 +112,7 @@ class ANNIEEventTreeMaker : public Tool
     bool LAPPDData_fill = 1;
     bool RWMBRF_fill = 1;
     bool LAPPD_PPS_fill = 1;
+    bool LAPPD_Waveform_fill = 1;
 
     // What reco information will be filled
     bool MCTruth_fill = 0; // Output the MC truth information
@@ -272,6 +274,10 @@ class ANNIEEventTreeMaker : public Tool
     vector<double> waveformMaxNearingValue;
     vector<int> waveformMaxTimeBinValue;
 
+    // LAPPD waveform Fill
+    string LAPPDWaveformInputLabel;
+    vector<vector<double>> fLAPPDWaveforms;
+
     // finished ****************************************************
 
     // tank cluster information
diff --git a/UserTools/EBLAPPD/EBLAPPD.cpp b/UserTools/EBLAPPD/EBLAPPD.cpp
index 6875774fb..97c657453 100644
--- a/UserTools/EBLAPPD/EBLAPPD.cpp
+++ b/UserTools/EBLAPPD/EBLAPPD.cpp
@@ -74,7 +74,10 @@ bool EBLAPPD::Execute()
   m_data->vars.Get("StopLoop", stopLoop);
   int runNum = thisRunNum;
   m_data->vars.Get("RunNumber", thisRunNum);
-  if (stopLoop || runNum != thisRunNum || exeNum % exePerMatch == 0)
+  bool ForceLAPPDMatching = false;
+  m_data->CStore.Get("ForceLAPPDMatching", ForceLAPPDMatching);
+
+  if (stopLoop || runNum != thisRunNum || exeNum % exePerMatch == 0 || ForceLAPPDMatching)
   {
     Log("EBLAPPD: exeNum = " + std::to_string(exeNum) + ". Doing matching", v_message, verbosityEBLAPPD);
     if (matchToAllTriggers)
diff --git a/UserTools/EBLAPPD/EBLAPPD.h b/UserTools/EBLAPPD/EBLAPPD.h
index 03fa49b97..a1dd6cfa3 100644
--- a/UserTools/EBLAPPD/EBLAPPD.h
+++ b/UserTools/EBLAPPD/EBLAPPD.h
@@ -9,14 +9,14 @@
 #include "BoostStore.h"
 
 /**
- * \class EBLAPPD
+ * \class EBPMT
  *
- * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
  *
- * $Author: B.Richards $
- * $Date: 2019/05/28 10:44:00 $
- * Contact: b.richards@qmul.ac.uk
  */
+
 class EBLAPPD : public Tool
 {
 
@@ -52,7 +52,6 @@ class EBLAPPD : public Tool
     uint64_t LAPPDTS_PPSDiff;
     int LAPPDTS_PPSMissing;
 
-
     vector<uint64_t> MatchBuffer_LAPPDTimestamp_ns; // used to indexing data for unmatched
 
     // TODO, maybe make a new "LAPPDBuildData" class?
diff --git a/UserTools/EBLAPPD/README.md b/UserTools/EBLAPPD/README.md
index b8d0bb8d0..c8b4796ae 100644
--- a/UserTools/EBLAPPD/README.md
+++ b/UserTools/EBLAPPD/README.md
@@ -1,20 +1,35 @@
 # EBLAPPD
 
-EBLAPPD
+EBLAPPD tool is a part of Event Building version 2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+
+EBLAPPD match the LAPPD beamgate + LAPPD offset to grouped trigger, and save the matching results to CStore for EBSaver.
 
 ## Data
 
-Describe any data formats EBLAPPD creates, destroys, changes, or analyzes. E.G.
+**PairedCTCTimeStamps**
+After matching, the matched trigger timestamp will be saved here. The key is the main trigger word for each run type.
+Saved as PairedLAPPDTriggerTimestamp in CStore.
+
+**PairedLAPPDTimeStamps**
+After matching, the matched LAPPD beamgate + offset will be saved here. The key is the main trigger word for each run type.
+This and PairedCTCTimeStamps have the same index. A little bit dangerous, but overall works well.
+Saved as PairedLAPPDTimeStamps in CStore
 
-**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
-* Takes this data from the `ANNIEEvent` store and finds the number of peaks
-
 
 ## Configuration
 
-Describe any configuration variables for EBLAPPD.
+**matchTargetTrigger** 
+This gives which trigger word that the LAPPD beamgate + offset should be matched to.
+
+**matchTolerance_ns**
+This gives the maximum allowed time tolerance between the LAPPD beamgate + offset and the target trigger timestamp.
+
+**exePerMatch** 
+This gives how many loops need to be past for one matching between MLAPPD beamgate + offset and target trigger timestamps.
+500 is generally fine with beam runs. 
+
+**matchToAllTriggers**
+1 or 0. 1 means match to all possible triggers, 0 means only match to the target trigger.
 
-```
-param1 value1
-param2 value2
-```
diff --git a/UserTools/EBLoadRaw/EBLoadRaw.cpp b/UserTools/EBLoadRaw/EBLoadRaw.cpp
index 2d601b4fb..17685138d 100644
--- a/UserTools/EBLoadRaw/EBLoadRaw.cpp
+++ b/UserTools/EBLoadRaw/EBLoadRaw.cpp
@@ -153,9 +153,9 @@ bool EBLoadRaw::Execute()
   // this is an old option, why?
   if (MRDTotalEntries > PMTTotalEntries)
   {
-    //FileCompleted = true;
+    // FileCompleted = true;
     Log("EBLoadRaw: Jumping to next file due to MRD entry is more than PMT entry.", v_message, verbosityEBLoadRaw);
-    //return true;
+    // return true;
   }
 
   if (LoadPMT && PMTEntryNum == PMTTotalEntries)
@@ -579,12 +579,15 @@ bool EBLoadRaw::LoadNextPMTData()
   m_data->CStore.Set("TankEntryNum", PMTEntryNum);
   PMTEntryNum++;
 
-  if(PMTEntryNum == PMTTotalEntries || PMTEntryNum > PMTTotalEntries)
+  if (PMTEntryNum == PMTTotalEntries)
   {
+    // force the PMT matching when all PMT entries are completed or PMTEntryNum is greater than PMTTotalEntries
     Log("EBLoadRaw: PMTEntriesCompleted, force PMT matching", v_message, verbosityEBLoadRaw);
     bool ForcePMTMatching = true;
     m_data->CStore.Set("ForcePMTMatching", ForcePMTMatching);
-  }else{
+  }
+  else
+  {
     bool ForcePMTMatching = false;
     m_data->CStore.Set("ForcePMTMatching", ForcePMTMatching);
   }
@@ -600,6 +603,19 @@ bool EBLoadRaw::LoadNextMRDData()
   m_data->CStore.Set("MRDData", MData, true);
   m_data->CStore.Set("MRDEntryNum", MRDEntryNum);
   MRDEntryNum++;
+
+  if (MRDEntryNum == MRDTotalEntries)
+  {
+    Log("EBLoadRaw: MRDEntriesCompleted, force MRD matching", v_message, verbosityEBLoadRaw);
+    bool ForceMRDMatching = true;
+    m_data->CStore.Set("ForceMRDMatching", ForceMRDMatching);
+  }
+  else
+  {
+    bool ForceMRDMatching = false;
+    m_data->CStore.Set("ForceMRDMatching", ForceMRDMatching);
+  }
+
   return true;
 }
 
@@ -612,6 +628,19 @@ bool EBLoadRaw::LoadNextLAPPDData()
   m_data->CStore.Set("LAPPDEntryNum", LAPPDEntryNum);
   m_data->CStore.Set("LAPPDanaData", true);
   LAPPDEntryNum++;
+
+  if (LAPPDEntryNum == LAPPDTotalEntries)
+  {
+    Log("EBLoadRaw: LAPPDEntriesCompleted, force LAPPD matching", v_message, verbosityEBLoadRaw);
+    bool ForceLAPPDMatching = true;
+    m_data->CStore.Set("ForceLAPPDMatching", ForceLAPPDMatching);
+  }
+  else
+  {
+    bool ForceLAPPDMatching = false;
+    m_data->CStore.Set("ForceLAPPDMatching", ForceLAPPDMatching);
+  }
+
   return true;
 }
 
diff --git a/UserTools/EBLoadRaw/EBLoadRaw.h b/UserTools/EBLoadRaw/EBLoadRaw.h
index 296e697da..4d5059b53 100644
--- a/UserTools/EBLoadRaw/EBLoadRaw.h
+++ b/UserTools/EBLoadRaw/EBLoadRaw.h
@@ -12,14 +12,14 @@
 #include "Store.h"
 
 /**
- * \class EBLoadRaw
+ * \class EBPMT
  *
- * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
  *
- * $Author: B.Richards $
- * $Date: 2019/05/28 10:44:00 $
- * Contact: b.richards@qmul.ac.uk
  */
+
 class EBLoadRaw : public Tool
 {
 
@@ -75,7 +75,6 @@ class EBLoadRaw : public Tool
     bool CTCEntriesCompleted;
     bool usingTriggerOverlap;
 
-
     int CTCEntryNum;
     int PMTEntryNum;
     int MRDEntryNum;
diff --git a/UserTools/EBLoadRaw/README.md b/UserTools/EBLoadRaw/README.md
index 12f285dc2..957f68e36 100644
--- a/UserTools/EBLoadRaw/README.md
+++ b/UserTools/EBLoadRaw/README.md
@@ -1,20 +1,20 @@
 # EBLoadRaw
 
-EBLoadRaw
+EBLoadRaw tool is a part of Event Building version 2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+It basically follows the logic of LoadRawData, but reorganized to a different format and abort the BuileType option. If you need to load PMT and CTC data flow, just choose LoadCTC = true and LoadPMT = true, and use false for others. 
 
 ## Data
 
-Describe any data formats EBLoadRaw creates, destroys, changes, or analyzes. E.G.
-
-**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
-* Takes this data from the `ANNIEEvent` store and finds the number of peaks
-
+need a list of raw part file as input, set the loaded entry to CStore.
+Check Load*Data functions for each data flow.
 
 ## Configuration
 
-Describe any configuration variables for EBLoadRaw.
+**InputFile** is the name of txt file which has the raw part file list in it.
+**ReadTriggerOverlap** will control load the overlap file or not. It's necessary for beam runs, not really necessary for source runs because lost a few events is not unacceptable for source run.
+
+**LoadCTC, LoadPMT, LoadMRD, LoadLAPPD** These tells the tool to load the data flow or not. Usually true for all of them.
+
 
-```
-param1 value1
-param2 value2
-```
diff --git a/UserTools/EBMRD/EBMRD.cpp b/UserTools/EBMRD/EBMRD.cpp
index 373533102..c00047144 100644
--- a/UserTools/EBMRD/EBMRD.cpp
+++ b/UserTools/EBMRD/EBMRD.cpp
@@ -81,8 +81,10 @@ bool EBMRD::Execute()
   m_data->vars.Get("StopLoop", stopLoop);
   int runNum = thisRunNum;
   m_data->vars.Get("RunNumber", thisRunNum);
+  bool ForceMRDMatching = false;
+  m_data->CStore.Get("ForceMRDMatching", ForceMRDMatching);
 
-  if (exeNum % exePerMatch == 0 || runNum != thisRunNum || stopLoop)
+  if (exeNum % exePerMatch == 0 || runNum != thisRunNum || stopLoop || ForceMRDMatching)
   {
     Log("EBMRD: exeNum = " + std::to_string(exeNum) + ". Doing matching now", v_message, verbosityEBMRD);
     if (matchToAllTriggers)
diff --git a/UserTools/EBMRD/EBMRD.h b/UserTools/EBMRD/EBMRD.h
index aa53269ab..0722d5ae3 100644
--- a/UserTools/EBMRD/EBMRD.h
+++ b/UserTools/EBMRD/EBMRD.h
@@ -7,14 +7,14 @@
 #include "Tool.h"
 
 /**
- * \class EBMRD
+ * \class EBPMT
  *
- * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
  *
- * $Author: B.Richards $
- * $Date: 2019/05/28 10:44:00 $
- * Contact: b.richards@qmul.ac.uk
  */
+
 class EBMRD : public Tool
 {
 
@@ -42,20 +42,18 @@ class EBMRD : public Tool
 
     std::map<uint64_t, std::vector<std::pair<unsigned long, int>>> MRDEvents; // Key: {MTCTime}, value: "WaveMap" with key (CardID,ChannelID), value FinishedWaveform
     std::map<uint64_t, std::string> MRDEventTriggerTypes;                     // Key: {MTCTime}, value: string noting what type of trigger occured for the event
-    std::map<uint64_t, int> MRDBeamLoopback;                          // Key: {MTCTime}, value: string noting what type of trigger occured for the event
+    std::map<uint64_t, int> MRDBeamLoopback;                                  // Key: {MTCTime}, value: string noting what type of trigger occured for the event
     std::map<uint64_t, int> MRDCosmicLoopback;                                // KEY: {MTCTime}, value: Cosmic loopback TDC value
 
     std::map<uint64_t, std::vector<std::pair<unsigned long, int>>> MRDEventsBuffer;
 
     bool NewMRDDataAvailable;
 
-    std::map<int,vector<uint64_t>> PairedCTCTimeStamps;
-    std::map<int,vector<int>> PairedMRD_TriggerIndex;
-    std::map<int,vector<uint64_t>> PairedMRDTimeStamps;
+    std::map<int, vector<uint64_t>> PairedCTCTimeStamps;
+    std::map<int, vector<int>> PairedMRD_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedMRDTimeStamps;
     std::map<uint64_t, int> MRDHitMapRunCode; // Key: {MTCTime}, value: RunCode
 
-
-
     bool matchToAllTriggers;
 
     int thisRunNum;
diff --git a/UserTools/EBMRD/README.md b/UserTools/EBMRD/README.md
index 693dd242f..3aed04355 100644
--- a/UserTools/EBMRD/README.md
+++ b/UserTools/EBMRD/README.md
@@ -1,20 +1,35 @@
 # EBMRD
 
-EBMRD
+EBMRD tool is a part of Event Building version 2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+
+EBMRD match the MRD timestamp to grouped trigger, and save the matching results to CStore for EBSaver.
 
 ## Data
 
-Describe any data formats EBMRD creates, destroys, changes, or analyzes. E.G.
 
-**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
-* Takes this data from the `ANNIEEvent` store and finds the number of peaks
-
+**PairedCTCTimeStamps**
+After matching, the matched trigger timestamp will be saved here. The key is the main trigger word for each run type.
+Saved as PairedMRDTriggerTimestamp in CStore.
+
+**PairedMRDTimeStamps**
+After matching, the matched MRD timestamp will be saved here. The key is the main trigger word for each run type.
+This and PairedCTCTimeStamps have the same index. A little bit dangerous, but overall works well.
+Saved as PairedMRDTimeStamps in CStore
+
 
 ## Configuration
 
-Describe any configuration variables for EBMRD.
+**matchTargetTrigger** 
+This gives which trigger word that the MRD timestamps should be matched to.
+
+**matchTolerance_ns**
+This gives the maximum allowed time tolerance between the MRD timestmap and the target trigger timestamp.
+
+**exePerMatch** 
+This gives how many loops need to be past for one matching between MRD timestmaps and target trigger timestamps.
+500 is generally fine with beam runs. 100 would be better for AmBe runs
 
-```
-param1 value1
-param2 value2
-```
+**matchToAllTriggers**
+1 or 0. 1 means match MRD timestamps to all possible triggers, 0 means only match to the target trigger.
diff --git a/UserTools/EBPMT/EBPMT.cpp b/UserTools/EBPMT/EBPMT.cpp
index c30edfbac..641507833 100644
--- a/UserTools/EBPMT/EBPMT.cpp
+++ b/UserTools/EBPMT/EBPMT.cpp
@@ -202,12 +202,12 @@ bool EBPMT::Execute()
   bool stopLoop = false;
   m_data->vars.Get("StopLoop", stopLoop);
   int runNum = thisRunNum; // run number saved in buffer as the previous run number
-  //m_data->vars.Get("RunNumber", thisRunNum);
+  // m_data->vars.Get("RunNumber", thisRunNum);
   m_data->CStore.Get("runNumber", thisRunNum);
 
   bool ForcePMTMatching = false;
   m_data->CStore.Get("ForcePMTMatching", ForcePMTMatching);
-  
+
   if (exeNum % exePerMatch == 0 || runNum != thisRunNum || stopLoop || ForcePMTMatching)
   {
     Log("EBPMT: exeNum: " + std::to_string(exeNum) + " Doing Matching", v_message, verbosityEBPMT);
diff --git a/UserTools/EBPMT/EBPMT.h b/UserTools/EBPMT/EBPMT.h
index 90d04f8c4..9065ef439 100644
--- a/UserTools/EBPMT/EBPMT.h
+++ b/UserTools/EBPMT/EBPMT.h
@@ -11,12 +11,12 @@
 /**
  * \class EBPMT
  *
- * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
  *
- * $Author: B.Richards $
- * $Date: 2019/05/28 10:44:00 $
- * Contact: b.richards@qmul.ac.uk
  */
+
 class EBPMT : public Tool
 {
 
@@ -36,8 +36,8 @@ class EBPMT : public Tool
     int currentRunCode;
 
     std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *FinishedHits; // Key: {MTCTime}, value: map of  Hit distributions
-    std::map<uint64_t, vector<uint16_t>> *FinishedRWMWaveforms;                       // Key: {MTCTime}, value: RWM waveform
-    std::map<uint64_t, vector<uint16_t>> *FinishedBRFWaveforms;                       // Key: {MTCTime}, value: BRF waveform
+    std::map<uint64_t, vector<uint16_t>> *FinishedRWMWaveforms;                    // Key: {MTCTime}, value: RWM waveform
+    std::map<uint64_t, vector<uint16_t>> *FinishedBRFWaveforms;                    // Key: {MTCTime}, value: BRF waveform
 
     std::map<uint64_t, int> AlmostCompleteWaveforms;
 
diff --git a/UserTools/EBPMT/README.md b/UserTools/EBPMT/README.md
index 131118613..cfb62496a 100644
--- a/UserTools/EBPMT/README.md
+++ b/UserTools/EBPMT/README.md
@@ -1,20 +1,43 @@
 # EBPMT
 
-EBPMT
+EBPMT tool is a part of Event Building version 2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+EBPMT match the ADC timestamps to grouped trigger, and save the matching results to CStore for EBSaver.
+
 
 ## Data
 
-Describe any data formats EBPMT creates, destroys, changes, or analyzes. E.G.
+**FinishedHits**
+The PMT hits on each PMT are decoded from the PMTDataDecoder. While there are enough number of PMT loaded for a (ADC) PMT timestamp, the timestamp will be pushed to FinishedHits. The name was taken from ANNIEEventBuilder.
+
+
+**RWMRawWaveforms**
+**BRFRawWaveforms**
+These two behaves like FinishedHits, but for raw RWM and BRF waveforms. 
+The slides for BRF and RWM waveforms: https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5756
+
+
+**PairedCTCTimeStamps**
+After matching, the matched trigger timestamp will be saved here. The key is the main trigger word for each run type.
+
+**PairedPMTTimeStamps**
+After matching, the matched PMT timestamp will be saved here. The key is the main trigger word for each run type.
+This and PairedCTCTimeStamps have the same index. A little bit dangerous, but overall works well.
+
 
-**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
-* Takes this data from the `ANNIEEvent` store and finds the number of peaks
-
 
 ## Configuration
 
-Describe any configuration variables for EBPMT.
+**matchTargetTrigger** 
+This gives which trigger word that the PMT timestamps should be matched to.
+
+**matchTolerance_ns**
+This gives the maximum allowed time tolerance between the PMT timestmap and the target trigger timestamp.
+
+**exePerMatch** 
+This gives how many loops need to be past for one matching between PMT timestmaps and target trigger timestamps.
+500 is generally fine with beam runs
 
-```
-param1 value1
-param2 value2
-```
+**matchToAllTriggers**
+1 or 0. 1 means match PMT timestamps to all possible triggers, 0 means only match to the target trigger.
diff --git a/UserTools/EBSaver/EBSaver.h b/UserTools/EBSaver/EBSaver.h
index 06cc5cb9e..57a960f7d 100644
--- a/UserTools/EBSaver/EBSaver.h
+++ b/UserTools/EBSaver/EBSaver.h
@@ -18,14 +18,14 @@
 #include "TTree.h"
 
 /**
- * \class EBSaver
+ * \class EBPMT
  *
- * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
  *
- * $Author: B.Richards $
- * $Date: 2019/05/28 10:44:00 $
- * Contact: b.richards@qmul.ac.uk
  */
+
 class EBSaver : public Tool
 {
 
diff --git a/UserTools/EBSaver/README.md b/UserTools/EBSaver/README.md
index a96d57ce3..a05a2dc7c 100644
--- a/UserTools/EBSaver/README.md
+++ b/UserTools/EBSaver/README.md
@@ -1,20 +1,29 @@
 # EBSaver
 
-EBSaver
+EBSaver is a part of Event Building version 2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+
+For a group of trigger with it's main trigger in part file x, that event will be saved as processed file x.
+There shouldn't be any error if the file is correctly processed, the stat info will be printed out at Finalise. 
+Processing one part file usually just take a few minutes. The time of processing multiple files will be increased quick because of the trigger grouping. There is a limit but more than 7 beam files are not recommended.
+
 
 ## Data
 
-Describe any data formats EBSaver creates, destroys, changes, or analyzes. E.G.
+EBSaver take four cataogeies of inputs
+1. Beam Info. (From beam fetcher)
+2. Grouped triggers. (from EBTriggerGrouper)
+    GroupedTriggersInTotal
+3. Data from subsystems. (PMT, MRD, LAPPD, from data decoders)
+    In GotAllDataFromOriginalBuffer function
+4. Matched pairs of data timestamps and grouped triggers. (from EBPMT, EBMRD, EBLAPPD)
+    Also in GotAllDataFromOriginalBuffer function
 
-**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
-* Takes this data from the `ANNIEEvent` store and finds the number of peaks
-
 
 ## Configuration
 
-Describe any configuration variables for EBSaver.
+beamInfoFileName: name of the beam info file generated by beam fetcher V2
 
-```
-param1 value1
-param2 value2
-```
+Other configs are set by defalut
+Save Orphan is not implemented right now.
\ No newline at end of file
diff --git a/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp b/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
index 755c1cacf..afd2b0946 100644
--- a/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
+++ b/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
@@ -72,18 +72,18 @@ bool EBTriggerGrouper::Initialise(std::string configfile, DataModel &data)
   LEDTriggers = {33, 22, 31, 43, 46}; // in run 4792 [[22, 33], [4160001224, 4160001664]]
   m_data->CStore.Set("LEDTriggersUsedForGroupping", LEDTriggers);
 
-  AmBeTriggerMain = 15; // TODO: need to check
+  AmBeTriggerMain = 11; // TODO: need to check
   m_variables.Get("AmBeTriggerMain", AmBeTriggerMain);
   AmBeTolerance = 5000; // 2336 in Ambe run 4707
   m_variables.Get("AmBeTolerance", AmBeTolerance);
-  AmBeTriggers = {11, 12, 15, 19}; // in run 4707 [[19, 12, 15, 11], [21275647928, 21275647936, 21275647952, 21275650264]]
+  AmBeTriggers = {11, 12, 15, 19, 46}; // in run 4707 [[19, 12, 15, 11], [21275647928, 21275647936, 21275647952, 21275650264]]
   m_data->CStore.Set("AmBeTriggersUsedForGroupping", AmBeTriggers);
 
   NuMITriggerMain = 42;
   m_variables.Get("NuMITriggerMain", NuMITriggerMain);
   NuMITolerance = 100; // 100ns
   m_variables.Get("NuMITolerance", NuMITolerance);
-  NuMITriggers = {42, 46}; // 
+  NuMITriggers = {42, 46}; //
   m_data->CStore.Set("NuMITriggersUsedForGroupping", NuMITriggers);
 
   StoreTotalEntry = 0;
@@ -629,8 +629,8 @@ int EBTriggerGrouper::GroupByTrigWord(uint32_t mainTrigWord, vector<uint32_t> Tr
         cout << "EBTG: saving grouped trigger with currentRunCode = " << currentRunCode << endl;
       if (!trackTriggerExist)
         RunCodeInTotal[mainTrigWord].push_back(currentRunCode);
-        else
-          Log("EBTG: Found a duplicated main trigger with word " + std::to_string(mainTrigWord) + " and time " + std::to_string(trackTriggerTime) + ", so skip adding run code vector", v_message, verbosityEBTG);
+      else
+        Log("EBTG: Found a duplicated main trigger with word " + std::to_string(mainTrigWord) + " and time " + std::to_string(trackTriggerTime) + ", so skip adding run code vector", v_message, verbosityEBTG);
       totalGroupedTriggerNumber += ThisGroup.size();
       ThisGroup.clear();
       found = false;
@@ -730,9 +730,9 @@ int EBTriggerGrouper::FillByTrigWord(uint32_t mainTrigWord, vector<uint32_t> Tri
 
 int EBTriggerGrouper::CleanTriggerBuffer()
 {
-  //remove very early trigger in TrigTimeForGroup and TrigWordForGroup
-    //only leave the latest maxNumAllowedInBuffer elements
-    int removedNumber = 0;
+  // remove very early trigger in TrigTimeForGroup and TrigWordForGroup
+  // only leave the latest maxNumAllowedInBuffer elements
+  int removedNumber = 0;
   if (TrigTimeForGroup.size() > maxNumAllowedInBuffer)
   {
     removedNumber = TrigTimeForGroup.size() - maxNumAllowedInBuffer;
diff --git a/UserTools/EBTriggerGrouper/EBTriggerGrouper.h b/UserTools/EBTriggerGrouper/EBTriggerGrouper.h
index b98cba127..3d573259b 100644
--- a/UserTools/EBTriggerGrouper/EBTriggerGrouper.h
+++ b/UserTools/EBTriggerGrouper/EBTriggerGrouper.h
@@ -7,14 +7,14 @@
 #include "Tool.h"
 
 /**
- * \class EBTriggerGrouper
+ * \class EBPMT
  *
- * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
  *
- * $Author: B.Richards $
- * $Date: 2019/05/28 10:44:00 $
- * Contact: b.richards@qmul.ac.uk
  */
+
 class EBTriggerGrouper : public Tool
 {
 
@@ -41,8 +41,8 @@ class EBTriggerGrouper : public Tool
     // for all triggers in the buffer, if the trigger word is in the vector, and in the range of main TrigWord - the tolerance
     // push the trigger into the map
 
-    int CleanTriggerBuffer(); //remove very early trigger in TrigTimeForGroup and TrigWordForGroup
-    //only leave the latest maxNumAllowedInBuffer elements
+    int CleanTriggerBuffer(); // remove very early trigger in TrigTimeForGroup and TrigWordForGroup
+    // only leave the latest maxNumAllowedInBuffer elements
 
 private:
     string savePath;
@@ -63,7 +63,7 @@ class EBTriggerGrouper : public Tool
     std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
     std::map<int, std::vector<int>> RunCodeInTotal;                                  //!! RunCode goes with each group, always modify them together
 
-    std::map<int, int> SkippedDuplicateTriggers; //if the trigger was duplicated in multiple entries, skip it. this record the skipped number of groups
+    std::map<int, int> SkippedDuplicateTriggers; // if the trigger was duplicated in multiple entries, skip it. this record the skipped number of groups
 
     int verbosityEBTG;
 
diff --git a/UserTools/EBTriggerGrouper/README.md b/UserTools/EBTriggerGrouper/README.md
index 417e352e7..3f84b6468 100644
--- a/UserTools/EBTriggerGrouper/README.md
+++ b/UserTools/EBTriggerGrouper/README.md
@@ -1,20 +1,32 @@
 # EBTriggerGrouper
 
-EBTriggerGrouper
+EBTriggerGrouper is a part of the Event Builder V2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+
+
+This tool take TimeToTriggerWordMap from the trigger data decoder as input, push the triggers and trigger words into TrigTimeForGroup and TrigWordForGroup, then use the pre defined trigger groups like BeamTriggers to group the triggers based on time tolorance. Finally save the grouped triggers to GroupedTriggersInTotal in CStore.
 
 ## Data
 
-Describe any data formats EBTriggerGrouper creates, destroys, changes, or analyzes. E.G.
+**TimeToTriggerWordMap** `std::map<uint64_t, std::vector<uint32_t>>`
+**TimeToTriggerWordMapComplete** `std::map<uint64_t, std::vector<uint32_t>>`
+Take from TriggerDataDecoder. This tool will push the info to 
+
+**TrigTimeForGroup** `vector<uint64_t>`
+**TrigWordForGroup** `vector<uint32_t>`
+Buffer for timestamps. Only be used in this tool.
+
 
-**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
-* Takes this data from the `ANNIEEvent` store and finds the number of peaks
-
+**GroupedTriggersInTotal** `std::map<int, std::vector<std::map<uint64_t, uint32_t>>>`
+Groupped triggers, will be passed to other tools for matching.
 
 ## Configuration
+For one group type, you need one option, and two configs from the config file, one config hard coded in the cpp file.
+groupBeam: tell the tool group this run type or not
+BeamTriggerMain: the main trigger of a run type. For instance, main beam trigger is 14
+BeamTolerance: the time tolerance that you allow other triggers in this run type to be paired with a main trigger.
+BeamTriggers: hard coded in the cpp file for safety. This vector contains all trigger word that allowed to be grouped as beam.
+They are sent to GroupByTrigWord function for each run type. In case there will be more run types in the future.
 
-Describe any configuration variables for EBTriggerGrouper.
 
-```
-param1 value1
-param2 value2
-```
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
index 16c00a121..7b0d64deb 100644
--- a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
@@ -39,6 +39,11 @@ bool ProcessedLAPPDFilter::Initialise(std::string configfile, DataModel &data)
   // filterType = "PMTCluster"; // pmt cluster only
   m_variables.Get("filterType", filterType);
 
+  RequireNoVeto = false;
+  m_variables.Get("RequireNoVeto", RequireNoVeto);
+  RequireCherenkovCover = false;
+  m_variables.Get("RequireCherenkovCover", RequireCherenkovCover);
+
   FilteredMRD = new BoostStore(false, 2);        // all events with MRD in it //if gotEventMRD = true;
   FilteredMRDNoVeto = new BoostStore(false, 2);  // all events with MRD but no veto// if gotEventMRD && gotEventMRDNoVeto = true
   FilteredAllLAPPD = new BoostStore(false, 2);   // all events with LAPPD data
@@ -56,6 +61,8 @@ bool ProcessedLAPPDFilter::Initialise(std::string configfile, DataModel &data)
   PsecDataNumber = 0;
   PMTClusterEventNum = 0;
 
+  passCutEventNumber = 0;
+
   return true;
 }
 
@@ -68,8 +75,8 @@ bool ProcessedLAPPDFilter::Execute()
   bool gotpTW = m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerWord", pTW);
   uint64_t pTT = 0;
   bool gotpTT = m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerTime", pTT);
-  
-  Log("ProcessedLAPPDFilter: Got ETT: " + std::to_string(ETT) + "(" + std::to_string(gotETT) + "), pTW: " + std::to_string(pTW) + "(" + std::to_string(gotpTW) + "), pTT: " + std::to_string(pTT) + "(" + std::to_string(gotpTT) + ")", 1, FilterVerbosity);
+
+  Log("ProcessedLAPPDFilter: Got ETT: " + std::to_string(ETT) + "(" + std::to_string(gotETT) + "), pTW: " + std::to_string(pTW) + "(" + std::to_string(gotpTW) + "), pTT: " + std::to_string(pTT) + "(" + std::to_string(gotpTT) + ")", 5, FilterVerbosity);
 
   m_data->Stores.at("ANNIEEvent")->Get("DataStreams", DataStreams);
 
@@ -81,6 +88,156 @@ bool ProcessedLAPPDFilter::Execute()
     }
     cout << endl;
   }
+  CurrentExeNumber += 1;
+
+  if (filterType == "BeamSelection")
+  {
+
+    if (CurrentExeNumber % 1000 == 0)
+    {
+      cout << "ProcessedLAPPDFilter: CurrentExeNumber: " << CurrentExeNumber << ", passCutEventNumber: " << passCutEventNumber << endl;
+    }
+
+    // require beam_good
+    int beam_good = 0;
+    bool gotBeamGood = m_data->Stores["ANNIEEvent"]->Get("beam_good", beam_good);
+    if (!gotBeamGood || beam_good != 1)
+    {
+      Log("ProcessedLAPPDFilter: not good beam" + std::to_string(beam_good), 2, FilterVerbosity);
+      return true;
+    }
+    // require there is PMT cluster
+    std::map<double, std::vector<Hit>> *m_all_clusters = nullptr;
+    bool get_clusters = m_data->CStore.Get("ClusterMap", m_all_clusters);
+    if (!get_clusters)
+    {
+      std::cout << "ProcessedLAPPDFilter tool: No clusters!" << std::endl;
+      return false;
+    }
+    if (!(static_cast<int>(m_all_clusters->size()) > 0))
+    {
+      Log("ProcessedLAPPDFilter: No PMT cluster found!", 4, FilterVerbosity);
+      return true;
+    }
+    // require there is a cluster in the prompt window (2us)
+    vector<double> clusterTimes;
+    std::map<double, std::vector<Hit>>::iterator it_cluster_pair;
+    it_cluster_pair = (*m_all_clusters).begin();
+    bool loop_map = true;
+    while (loop_map)
+    {
+      std::vector<Hit> cluster_hits = it_cluster_pair->second;
+      double thisClusterTime = it_cluster_pair->first;
+      clusterTimes.push_back(thisClusterTime);
+
+      it_cluster_pair++;
+      if (it_cluster_pair == (*m_all_clusters).end())
+        loop_map = false;
+    }
+    // loop clusterTimes, if there is not any element < 2000, return true
+    bool found = false;
+    for (auto it = clusterTimes.begin(); it != clusterTimes.end(); ++it)
+    {
+      if (*it < 2000)
+      {
+        found = true;
+        break;
+      }
+    }
+    if (!found)
+    {
+      Log("ProcessedLAPPDFilter: No cluster in the prompt window!", 2, FilterVerbosity);
+      return true;
+    }
+
+    // require the brightest cluster in the prompt window have charge balance < 0.2
+    std::map<double, double> ClusterChargeBalances;
+    std::map<double, double> ClusterMaxPEs;
+
+    bool got_ccb = m_data->Stores.at("ANNIEEvent")->Get("ClusterChargeBalances", ClusterChargeBalances);
+    bool got_cmpe = m_data->Stores.at("ANNIEEvent")->Get("ClusterMaxPEs", ClusterMaxPEs);
+
+    double max_charge = 0;
+    double max_charge_cluster_time = 0;
+    double max_charge_cluster_CB = 1;
+    for (auto it = ClusterMaxPEs.begin(); it != ClusterMaxPEs.end(); ++it)
+    {
+      double cluster_time = it->first;
+      double charge_balance = ClusterChargeBalances.at(cluster_time);
+
+      if (it->second > max_charge)
+      {
+        max_charge = it->second;
+        max_charge_cluster_time = cluster_time;
+        max_charge_cluster_CB = charge_balance;
+      }
+    }
+    if (max_charge_cluster_CB > 0.2)
+    {
+      Log("ProcessedLAPPDFilter: The brightest cluster in the prompt window has charge balance > 0.2", 2, FilterVerbosity);
+      return true;
+    }
+
+    // require there is a MRD track, and the MRD coincidence is true
+    int numtracksinev = m_data->Stores["MRDTracks"]->Get("NumMrdTracks", numtracksinev);
+    if (numtracksinev < 1)
+    {
+      Log("ProcessedLAPPDFilter: No MRD track!", 2, FilterVerbosity);
+      return true;
+    }
+
+    bool pmtmrdcoinc;
+    bool gotCoinc = m_data->Stores["RecoEvent"]->Get("PMTMRDCoinc", pmtmrdcoinc);
+    if (!gotCoinc || !pmtmrdcoinc)
+    {
+      Log("ProcessedLAPPDFilter: No PMT MRD coincidence!", 2, FilterVerbosity);
+      return true;
+    }
+
+    // require there is no veto
+    if (RequireNoVeto)
+    {
+      bool noVeto = false;
+      bool gotNoVeto = m_data->Stores.at("RecoEvent")->Get("NoVeto", noVeto);
+      if (!gotNoVeto || !noVeto)
+      {
+        Log("ProcessedLAPPDFilter: There is veto!", 2, FilterVerbosity);
+        return true;
+      }
+    }
+
+    // require the Cherenkov light cover the center LAPPD
+    if (RequireCherenkovCover)
+    {
+      vector<vector<int>> PMT_ChannelKeys = {{462, 428, 406, 412}};
+      std::vector<Hit> brightestCluster = m_all_clusters->at(max_charge_cluster_time);
+      vector<int> PMTKeys;
+      int coveredPMT = 0;
+      for (int i = 0; i < brightestCluster.size(); i++)
+      {
+        int channel_key = brightestCluster.at(i).GetTubeId();
+        PMTKeys.push_back(channel_key);
+        // check if channel_key is in PMT_ChannelKeys
+        for (int j = 0; j < PMT_ChannelKeys.size(); j++)
+        {
+          if (std::find(PMT_ChannelKeys[j].begin(), PMT_ChannelKeys[j].end(), channel_key) != PMT_ChannelKeys[j].end())
+          {
+            coveredPMT += 1;
+            break;
+          }
+        }
+      }
+      if (coveredPMT < 3)
+      {
+        Log("ProcessedLAPPDFilter: The Cherenkov light doesn't cover the center LAPPD!", 2, FilterVerbosity);
+        return true;
+      }
+    }
+
+
+    GotANNIEEventAndSave(FilteredPMTCluster, PMTClusterDataName);
+    passCutEventNumber += 1;
+  }
 
   if (filterType == "MRDtrack")
   {
@@ -108,7 +265,7 @@ bool ProcessedLAPPDFilter::Execute()
       return true;
     }
 
-    CurrentExeNumber += 1;
+    
 
     std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
     m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
@@ -168,7 +325,6 @@ bool ProcessedLAPPDFilter::Execute()
 
   if (filterType == "PMTCluster")
   {
-    CurrentExeNumber += 1;
     std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
     m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
     PsecDataNumber += LAPPDBeamgate_ns.size();
@@ -249,6 +405,13 @@ bool ProcessedLAPPDFilter::Finalise()
   FilteredAllLAPPD->Delete();
   FilteredPMTCluster->Delete();
 
+  if (filterType == "BeamSelection")
+  {
+    cout << " ProcessedLAPPDFilter: Finalise" << endl;
+    cout << "Current exe number: " << CurrentExeNumber << endl;
+    cout << "Got number of Event: " << passCutEventNumber << endl;
+  }
+
   if (filterType == "MRDtrack")
   {
     cout << "Current Run " << currentRunNumber << endl;
@@ -300,11 +463,13 @@ bool ProcessedLAPPDFilter::GotANNIEEventAndSave(BoostStore *BS, string savePath)
   m_data->Stores["ANNIEEvent"]->Get("Hits", HitsOriginal);
 
   std::map<unsigned long, std::vector<Hit>> *AuxHitsCopy = nullptr;
-  if (!m_data->Stores["ANNIEEvent"]->Get("AuxHits", AuxHitsOriginal) )
+  if (!m_data->Stores["ANNIEEvent"]->Get("AuxHits", AuxHitsOriginal))
   {
     std::cerr << "Warning: Could not retrieve AuxHits from ANNIEEvent or AuxHitsOriginal is nullptr. Creating empty AuxHits map." << std::endl;
     AuxHitsCopy = new std::map<unsigned long, std::vector<Hit>>();
-  }else{
+  }
+  else
+  {
     AuxHitsCopy = new std::map<unsigned long, std::vector<Hit>>(*AuxHitsOriginal);
   }
   std::map<unsigned long, std::vector<Hit>> *HitsCopy = nullptr;
@@ -312,11 +477,12 @@ bool ProcessedLAPPDFilter::GotANNIEEventAndSave(BoostStore *BS, string savePath)
   {
     std::cerr << "Warning: Could not retrieve Hits from ANNIEEvent or HitsOriginal is nullptr. Creating empty Hits map." << std::endl;
     HitsCopy = new std::map<unsigned long, std::vector<Hit>>();
-  }else{
+  }
+  else
+  {
     HitsCopy = new std::map<unsigned long, std::vector<Hit>>(*HitsOriginal);
   }
 
-  
   BS->Set("AuxHits", AuxHitsCopy);
   BS->Set("Hits", HitsCopy);
 
@@ -352,7 +518,7 @@ bool ProcessedLAPPDFilter::GotANNIEEventAndSave(BoostStore *BS, string savePath)
   Log("ProcessedLAPPDFilter: Got EventTimeTank: " + std::to_string(EventTimeTank), 1, FilterVerbosity);
   BS->Set("EventTimeTank", EventTimeTank);
   Log("ProcessedLAPPDFilter: Set EventTimeTank: " + std::to_string(EventTimeTank), 1, FilterVerbosity);
-  
+
   m_data->Stores["ANNIEEvent"]->Get("MRDLoopbackTDC", MRDLoopbackTDC);
   BS->Set("MRDLoopbackTDC", MRDLoopbackTDC);
   m_data->Stores["ANNIEEvent"]->Get("MRDTriggerType", MRDTriggerType);
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
index eae7f0e1d..f2eb31ca9 100644
--- a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.h
@@ -75,7 +75,10 @@ class ProcessedLAPPDFilter : public Tool
     double requirePulsedAmp;
     int requirePulsedStripNumber;
 
+    int passCutEventNumber;
     int PMTClusterEventNum;
+    bool RequireNoVeto;
+    bool RequireCherenkovCover;
 
 
 };
diff --git a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
index d68fa65a4..33dd2fc76 100644
--- a/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
+++ b/UserTools/TriggerDataDecoder/TriggerDataDecoder.cpp
@@ -316,6 +316,7 @@ void TriggerDataDecoder::CheckForRunChange()
      std::stringstream ss_trig_overlap;
      ss_trig_overlap << "TrigOverlap_R"<<RunNumber<<"S"<<SubRunNumber<<"p"<<PartNumber;
      bool store_exist = StoreTrigOverlap.Initialise(ss_trig_overlap.str().c_str());
+     std::cout<<"Saving to "<<ss_trig_overlap.str().c_str()<<"store_exist = " << store_exist << endl;
      StoreTrigOverlap.Set("c1",c1);
      StoreTrigOverlap.Set("c2",c2);
      StoreTrigOverlap.Save(ss_trig_overlap.str().c_str());
diff --git a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
index aa9484302..8e84b797a 100644
--- a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
+++ b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
@@ -8,7 +8,7 @@ cluster_TankHitInfo_fill 1
 
 TankReco_fill 0
 
-OutputFile ANNIETree.ntuple.root
+OutputFile ANNIETree.root
 TankClusterProcessing 1
 MRDClusterProcessing 1
 TriggerProcessing 1
@@ -28,3 +28,4 @@ LAPPDData_fill 1
 LAPPDReco_fill 1
 RWMBRF_fill 1
 LAPPD_PPS_fill 1
+LAPPD_Waveform_fill 1
diff --git a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig_cosmic b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig_cosmic
new file mode 100644
index 000000000..cac47db04
--- /dev/null
+++ b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig_cosmic
@@ -0,0 +1,30 @@
+ANNIEEventTreeMakerVerbosity 0
+
+fillAllTriggers 1
+fill_singleTrigger 0
+fillLAPPDEventsOnly 0
+TankCluster_fill 1
+cluster_TankHitInfo_fill 1
+
+TankReco_fill 0
+
+OutputFile ANNIETree.root
+TankClusterProcessing 1
+MRDClusterProcessing 1
+TriggerProcessing 1
+TankHitInfo_fill 1
+MRDHitInfo_fill 1
+MRDReco_fill 1
+SiPMPulseInfo_fill 0
+fillCleanEventsOnly 0
+MCTruth_fill 0
+Reco_fill 1
+RecoDebug_fill 0
+muonTruthRecoDiff_fill 0
+isData 1
+HasGenie 0
+
+LAPPDData_fill 1
+LAPPDReco_fill 0
+RWMBRF_fill 0
+LAPPD_PPS_fill 0
diff --git a/configfiles/BeamClusterAnalysis/configLAPPD.py b/configfiles/BeamClusterAnalysis/configLAPPD.py
new file mode 100644
index 000000000..ebc81f50d
--- /dev/null
+++ b/configfiles/BeamClusterAnalysis/configLAPPD.py
@@ -0,0 +1,39 @@
+import sys
+
+run = sys.argv[1]
+pi = sys.argv[2]
+pf = sys.argv[3]
+
+file = open('ANNIEEventTreeMakerConfig', "w")
+
+file.write('ANNIEEventTreeMakerVerbosity 0\n')
+file.write('\n')
+file.write('fillAllTriggers 1\n')
+file.write('fill_singleTrigger 0\n')
+file.write('fillLAPPDEventsOnly 0\n')
+file.write('TankCluster_fill 1\n')
+file.write('cluster_TankHitInfo_fill 1\n')
+file.write('\n')
+file.write('OutputFile BeamCluster_LAPPD_' + str(run) + '_' + str(pi) + '_' + str(pf) + '.ntuple.root\n')
+file.write('TankClusterProcessing 1\n')
+file.write('MRDClusterProcessing 1\n')
+file.write('TriggerProcessing 1\n')
+file.write('TankHitInfo_fill 1\n')
+file.write('MRDHitInfo_fill 1\n')
+file.write('MRDReco_fill 1\n')
+file.write('SiPMPulseInfo_fill 0\n')
+file.write('fillCleanEventsOnly 0\n')
+file.write('MCTruth_fill 0\n')
+file.write('Reco_fill 1\n')
+file.write('TankReco_fill 0\n')
+file.write('RecoDebug_fill 0\n')
+file.write('muonTruthRecoDiff_fill 0\n')
+file.write('IsData 1\n')
+file.write('HasGenie 0')
+file.write('\n')
+file.write('LAPPDData_fill 1\n')
+file.write('LAPPDReco_fill 1\n')
+file.write('RWMBRF_fill 1\n')
+file.write('LAPPD_PPS_fill 1\n')
+
+file.close()
diff --git a/configfiles/BeamClusterAnalysis/my_inputs.txt b/configfiles/BeamClusterAnalysis/my_inputs.txt
index 302349a95..c63be866a 100644
--- a/configfiles/BeamClusterAnalysis/my_inputs.txt
+++ b/configfiles/BeamClusterAnalysis/my_inputs.txt
@@ -1,11 +1 @@
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4804
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4805
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4825
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4831
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4839
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4843
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4852
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4856
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4880
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4890
-/pnfs/annie/persistent/users/yuefeng/EventBuildingV2/combined_v2/FilteredData/FilteredMRDNoVetoData_4897
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/AnalysisFile/FilteredLAPPD_BeamSelection_Pedestal2022
diff --git a/configfiles/EventBuilderV2/EBMRDConfig b/configfiles/EventBuilderV2/EBMRDConfig
index 331c10f85..f85123020 100644
--- a/configfiles/EventBuilderV2/EBMRDConfig
+++ b/configfiles/EventBuilderV2/EBMRDConfig
@@ -1,4 +1,5 @@
 verbosityEBMRD 1
 matchTargetTrigger 8
 matchTolerance_ns 3000000
-matchToAllTriggers 0
+matchToAllTriggers 1
+exePerMatch 100
diff --git a/configfiles/EventBuilderV2/EBPMTConfig b/configfiles/EventBuilderV2/EBPMTConfig
index bfc7ee9ac..dc89bf3fc 100644
--- a/configfiles/EventBuilderV2/EBPMTConfig
+++ b/configfiles/EventBuilderV2/EBPMTConfig
@@ -1,4 +1,4 @@
-verbosityEBPMT 1
-matchTargetTrigger 5
-matchTolerance_ns 100
+verbosityEBPMT 3
+matchTargetTrigger 46
+matchTolerance_ns 1000
 matchToAllTriggers 1
diff --git a/configfiles/EventBuilderV2/EBTriggerGrouperConfig b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
index 81cb3b2f2..f5328aaa4 100644
--- a/configfiles/EventBuilderV2/EBTriggerGrouperConfig
+++ b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
@@ -7,6 +7,7 @@ groupBeam 1
 BeamTolerance 25000000
 
 groupCosmic 1
+CosmicTriggerMain 36
 
 groupLaser 1
 LaserTolerance 10000
@@ -15,7 +16,9 @@ groupLED 1
 #LEDTriggerMain 31
 #LEDTolerance 10000
 
-groupAmBe 0
+groupAmBe 1
+AmBeTolerance 10000 # 10us for testing
+AmBeTriggerMain 11
 
 groupPPS 0
 
diff --git a/configfiles/EventBuilderV2/ToolsConfig b/configfiles/EventBuilderV2/ToolsConfig
index 007d55c76..43802b4c0 100644
--- a/configfiles/EventBuilderV2/ToolsConfig
+++ b/configfiles/EventBuilderV2/ToolsConfig
@@ -17,7 +17,7 @@ EBPMT EBPMT ./configfiles/EventBuilderV2/EBPMTConfig
 EBMRD EBMRD ./configfiles/EventBuilderV2/EBMRDConfig
 EBLAPPD EBLAPPD ./configfiles/EventBuilderV2/EBLAPPDConfig
 
-SaveConfigInfo SaveConfigInfo ./configfiles/EventBuilderV2/SaveConfigInfoConfig
+#SaveConfigInfo SaveConfigInfo ./configfiles/EventBuilderV2/SaveConfigInfoConfig
 
 EBSaver EBSaver ./configfiles/EventBuilderV2/EBSaverConfig
 
diff --git a/configfiles/EventBuilderV2/my_files.txt b/configfiles/EventBuilderV2/my_files.txt
index 20d80ce49..1a62fc0e1 100644
--- a/configfiles/EventBuilderV2/my_files.txt
+++ b/configfiles/EventBuilderV2/my_files.txt
@@ -1,2 +1,2 @@
-/pnfs/annie/persistent/raw/raw/4779/RAWDataR4779S0p0
-/pnfs/annie/persistent/raw/raw/4779/RAWDataR4779S0p1
+/pnfs/annie/persistent/raw/raw/5039/RAWDataR5039S0p2
+/pnfs/annie/persistent/raw/raw/5039/RAWDataR5039S0p3
diff --git a/configfiles/LAPPDASCIIAna/ConfigPlot b/configfiles/LAPPDASCIIAna/ConfigPlot
index 8588fe083..09d8e0e63 100755
--- a/configfiles/LAPPDASCIIAna/ConfigPlot
+++ b/configfiles/LAPPDASCIIAna/ConfigPlot
@@ -120,19 +120,19 @@ LAPPDPlotsVerbosity 0
 CanvasXSubPlotNumber 2
 CanvasYSubPlotNumber 2
 canvasMargin 0.1
-drawHighThreshold 200
-drawLowThreshold -50
-BinHistMin -30
-BinHistMax  200
+drawHighThreshold 50
+drawLowThreshold -10
+BinHistMin -10
+BinHistMax  50
 BinHistNumber 100
 
 CanvasWidth 1000
 CanvasHeight 500
 
-maxDrawEventNumber 1000
+maxDrawEventNumber 100
 
 DrawBinHist 1
-printEventNumber 1000
+printEventNumber 50
 printLAPPDNumber 1
 printEventWaveform 1
 
diff --git a/configfiles/LAPPDASCIIAna/ConfigPreProcess b/configfiles/LAPPDASCIIAna/ConfigPreProcess
index 11cb9b98a..e344db0f6 100755
--- a/configfiles/LAPPDASCIIAna/ConfigPreProcess
+++ b/configfiles/LAPPDASCIIAna/ConfigPreProcess
@@ -41,7 +41,7 @@ T0signalmaxOld 50. #Older data uses a positive going signal
 T0signalthresholdOld 80. #Older data uses a positive going signal
 T0offset  0
 FindT0OutputWavLabel AlignedLAPPDData
-GlobalShiftT0 80
+GlobalShiftT0 200
 #Added by Marc
 Triggerdefault 5
 LAPPDOffset 1000
diff --git a/configfiles/LAPPDASCIIAna/ConfigTXT b/configfiles/LAPPDASCIIAna/ConfigTXT
index 4cd12102a..2165cbef3 100644
--- a/configfiles/LAPPDASCIIAna/ConfigTXT
+++ b/configfiles/LAPPDASCIIAna/ConfigTXT
@@ -22,8 +22,8 @@ stopEntries 10000000000
 DoPedSubtraction 1
 Nboards 6 #Number of pedestal files to be read in
 #PedinputfileTXT ../Pedestals/LAPPD645839/P
-#PedinputfileTXT ../Pedestals/LAPPD40/P
-#PedinputfileTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/2023_LAPPD40/P
+#PedFileNameTXT ../Pedestals/LAPPD40/P
+#PedinputfileTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/2022_LAPPD40/P
 
 
 ReadStorePdeFile 0
@@ -35,15 +35,24 @@ loadFromStoreDirectly 0
 DoPedSubtract 1
 LAPPDLoadTXTVerbosity 1
 #PedFileNameTXT ../Pedestals/LAPPD40/P
+PedFileNameTXT /exp/annie/app/users/yuefeng/MyTools/Pedestals/pedTest/P
+DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/20210107_singlePE_500k_in_parts/Data_20210701_1.txt
+
+
 #PedFileNameTXT /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/PEDS_ACDC_board
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2023-10-24/2023-10-24/LaserON_2300V_strip28/Ascii20232410_135201.txt
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD1.0/Ascii20221702_100345.txt
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD2.0/Ascii20221702_101913.txt
-#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.0/Ascii20221702_103605.txt
-#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD3.5/Ascii20221702_142206.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD4.0/merged_file.txt
+
+
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD64/sPE/LAPPD64_singlePE_selfTrig_HiStat_2022-10-13/singlePE/forceTrig/merged_file.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD64/sPE/LAPPD64_ND20abs_25abs_30abs_2022-08-30/OD3.0abs/merged_file.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD64/sPE/LAPPD64_singlePE_selfTrig_HiStat_2022-10-13/singlePE/selfTrig_DAC0_1.253V/merged_file.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD64/sPE/LAPPD64_ND37abs_47abs_2022-09-01/OD4.7abs/merged_file.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD64/sPE/LAPPD64_ND35abs_40abs_45abs_2022-08-31/OD4.0abs/merged_file.txt
+#PedFileNameTXT /pnfs/annie/persistent/LAPPDData/LAPPD64/sPE/pedestal/P
 
-PedFileNameTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/LAPPD151/pedestal_2024_8_15/P
-DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-21/forcedTrigger_nd1p8/Ascii20240408_124303.txt
 
 #LAPPDReorderData
 ReorderVerbosityLevel 0
diff --git a/configfiles/LAPPDASCIIAna/ToolChainConfig b/configfiles/LAPPDASCIIAna/ToolChainConfig
index a1791e8d2..94933514a 100644
--- a/configfiles/LAPPDASCIIAna/ToolChainConfig
+++ b/configfiles/LAPPDASCIIAna/ToolChainConfig
@@ -19,6 +19,6 @@ service_kick_sec -1
 Tools_File configfiles/LAPPDASCIIAna/ToolsConfig  ## list of tools to run and their config files
 
 ##### Run Type #####
-Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user
+Inline 200 ## number of Execute steps in program, -1 infinite loop that is ended by user
 Interactive 0 ## set to 1 if you want to run the code interactively
 
diff --git a/configfiles/LAPPDASCIIAnaFor151/ConfigPlot b/configfiles/LAPPDASCIIAnaFor151/ConfigPlot
index 60bb7029d..7e56507ef 100755
--- a/configfiles/LAPPDASCIIAnaFor151/ConfigPlot
+++ b/configfiles/LAPPDASCIIAnaFor151/ConfigPlot
@@ -123,7 +123,7 @@ BinHistNumber 100
 CanvasWidth 1000
 CanvasHeight 500
 
-maxDrawEventNumber 1000
+maxDrawEventNumber 200
 
 DrawBinHist 1
 printEventNumber 1000
diff --git a/configfiles/LAPPDASCIIAnaFor151/ConfigTXT b/configfiles/LAPPDASCIIAnaFor151/ConfigTXT
index 2514c8b44..ad6a75e1b 100644
--- a/configfiles/LAPPDASCIIAnaFor151/ConfigTXT
+++ b/configfiles/LAPPDASCIIAnaFor151/ConfigTXT
@@ -44,13 +44,28 @@ LAPPDLoadTXTVerbosity 1
 
 
 # LAPPD 151
-PedFileNameTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/LAPPD151/pedestal_2024_8_15/P
+#PedFileNameTXT /pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/Pedestal/LAPPD151/pedestal_2024_8_15/P
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-21/forcedTrigger_nd1p8/Ascii20240408_124303.txt
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-21/forcedTrigger_nd2p2/Ascii20240408_112022.txt
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-21/forcedTrigger_nd2p0/Ascii20240408_114859.txt
-DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-22/forcedTrigger_nd3p5/Ascii20240508_144350.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-22/forcedTrigger_nd3p5/Ascii20240508_144350.txt
 #DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD151/2024-08-22/forcedTrigger_nd4p5/Ascii20240508_153057.txt
 
+
+# 40
+PedFileNameTXT /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/PEDS_ACDC_board
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2023-10-24/2023-10-24/LaserON_2300V_strip28/Ascii20232410_135201.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD1.0/Ascii20221702_100345.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD2.0/Ascii20221702_101913.txt
+DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD40/2022-02-17_LaserNDfilterScan/NDfilterScan_15mV/OD4.0/merged_file.txt
+
+
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD64/sPE/LAPPD64_singlePE_selfTrig_HiStat_2022-10-13/singlePE/forceTrig/merged_file.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD64/sPE/LAPPD64_ND37abs_47abs_2022-09-01/OD4.7abs/merged_file.txt
+#DataFileName /pnfs/annie/persistent/LAPPDData/LAPPD64/sPE/LAPPD64_ND35abs_40abs_45abs_2022-08-31/OD4.0abs/merged_file.txt
+#PedFileNameTXT /pnfs/annie/persistent/LAPPDData/LAPPD64/sPE/pedestal/P
+
+
 oldLaser 0
 
 #LAPPDReorderData
diff --git a/configfiles/LAPPDProcessedAna/ConfigPlot b/configfiles/LAPPDProcessedAna/ConfigPlot
index 5156f6b55..9f5797ae5 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPlot
+++ b/configfiles/LAPPDProcessedAna/ConfigPlot
@@ -68,8 +68,8 @@ colorPalette 112
 LAPPDThresRecoVerbosity 0
 verbosity 0
 printHitsTXT 0
-threshold 10
-minPulseWidth 5
+threshold 15
+minPulseWidth 10
 #thresRecoInputWaveLabel AlignedLAPPDData
 ThresRecoInputWaveLabel BLsubtractedLAPPDData
 #thresRecoInputWaveLabel LAPPDWaveforms
diff --git a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
index 7c98f485e..b40c3dbf6 100644
--- a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
+++ b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
@@ -1,9 +1,13 @@
-FilterVerbosity 2
+FilterVerbosity 0
 
-saveAllLAPPDEvents 1
-savePMTClusterEvents 1
+saveAllLAPPDEvents 0
+savePMTClusterEvents 0
 
-filterType MRDtrack
+#filterType MRDtrack
+
+filterType BeamSelection
+RequireNoVeto 1
+RequireCherenkovCover 1
 
 
 requirePulsedAmp 15
diff --git a/configfiles/LAPPDProcessedFilter/list.txt b/configfiles/LAPPDProcessedFilter/list.txt
index f4444db72..706800615 100644
--- a/configfiles/LAPPDProcessedFilter/list.txt
+++ b/configfiles/LAPPDProcessedFilter/list.txt
@@ -1,2 +1 @@
-/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/ProcessedData_PMTMRDLAPPD_R3832S0p131
-/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/ProcessedData_PMTMRDLAPPD_R3832S0p132
+/exp/annie/app/users/yuefeng/MyForkANNIE/MyForkRewiriting/testPRTA/ToolAnalysis/FilteredLAPPD_BeamSelection_Pedestal2023
diff --git a/configfiles/LAPPD_EB/Configs b/configfiles/LAPPD_EB/Configs
index 0975b4615..57eea8279 100644
--- a/configfiles/LAPPD_EB/Configs
+++ b/configfiles/LAPPD_EB/Configs
@@ -18,7 +18,7 @@ BoardIndexLabel BoardIndex #Label of the vector of read out boards
 PsecReceiveMode 1
 stopEntries 10000000000
 
-DoPedSubtraction 0
+DoPedSubtraction 1
 Nboards 6 #Number of pedestal files to be read in
 PedinputfileTXT ../Pedestals/Laser2024Feb/P
 PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
diff --git a/configfiles/LAPPD_EB/my_files.txt b/configfiles/LAPPD_EB/my_files.txt
index d047a0162..8504035cc 100644
--- a/configfiles/LAPPD_EB/my_files.txt
+++ b/configfiles/LAPPD_EB/my_files.txt
@@ -1,50 +1,6 @@
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p0
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p1
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p2
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p3
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p4
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p5
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p6
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p7
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p8
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p9
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p10
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p11
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p12
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p13
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p14
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p15
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p16
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p17
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p18
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p19
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p20
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p21
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p22
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p23
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p24
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p25
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p26
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p27
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p28
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p29
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p30
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p31
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p32
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p33
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p34
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p35
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p36
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p37
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p38
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p39
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p40
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p41
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p42
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p43
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p44
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p45
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p46
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p47
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p48
-/pnfs/annie/persistent/raw/raw/4795/RAWDataR4795S0p49
+/pnfs/annie/persistent/raw/raw/4169/RAWDataR4169S0p0
+/pnfs/annie/persistent/raw/raw/4169/RAWDataR4169S0p1
+/pnfs/annie/persistent/raw/raw/4169/RAWDataR4169S0p2
+/pnfs/annie/persistent/raw/raw/4169/RAWDataR4169S0p3
+/pnfs/annie/persistent/raw/raw/4169/RAWDataR4169S0p4
+/pnfs/annie/persistent/raw/raw/4169/RAWDataR4169S0p5
diff --git a/configfiles/PreProcessTrigOverlap/CreateMyList.sh b/configfiles/PreProcessTrigOverlap/CreateMyList.sh
old mode 100644
new mode 100755
diff --git a/configfiles/PreProcessTrigOverlap/LoadRawDataConfig b/configfiles/PreProcessTrigOverlap/LoadRawDataConfig
index 7d78a212b..925e72867 100644
--- a/configfiles/PreProcessTrigOverlap/LoadRawDataConfig
+++ b/configfiles/PreProcessTrigOverlap/LoadRawDataConfig
@@ -1,4 +1,4 @@
-verbosity 11
+verbosity 0
 BuildType CTC
 Mode FileList
 InputFile ./configfiles/PreProcessTrigOverlap/my_files.txt
diff --git a/configfiles/PreProcessTrigOverlap/my_files.txt b/configfiles/PreProcessTrigOverlap/my_files.txt
index 8c8399ef2..c42d21e0c 100644
--- a/configfiles/PreProcessTrigOverlap/my_files.txt
+++ b/configfiles/PreProcessTrigOverlap/my_files.txt
@@ -1,2 +1,13 @@
-/pnfs/annie/persistent/raw/raw/4314/RAWDataR4314S0p0
-/pnfs/annie/persistent/raw/raw/4314/RAWDataR4314S0p1
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p0
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p1
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p2
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p3
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p4
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p5
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p6
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p7
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p8
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p9
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p10
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p11
+/pnfs/annie/persistent/raw/raw/3815/RAWDataR3815S0p12
diff --git a/configfiles/PrintANNIEEvent/ToolChainConfig b/configfiles/PrintANNIEEvent/ToolChainConfig
index c1502264a..0b59861a9 100644
--- a/configfiles/PrintANNIEEvent/ToolChainConfig
+++ b/configfiles/PrintANNIEEvent/ToolChainConfig
@@ -21,6 +21,6 @@ service_kick_sec -1
 Tools_File configfiles/PrintANNIEEvent/ToolsConfig  ## list of tools to run and their config files
 
 ##### Run Type #####
-Inline -1 ## number of Execute steps in program, -1 infinite loop that is ended by user 
+Inline 20 ## number of Execute steps in program, -1 infinite loop that is ended by user 
 Interactive 0 ## set to 1 if you want to run the code interactively
 
diff --git a/configfiles/PrintANNIEEvent/my_inputs.txt b/configfiles/PrintANNIEEvent/my_inputs.txt
index 9fdca0389..49ccbb759 100644
--- a/configfiles/PrintANNIEEvent/my_inputs.txt
+++ b/configfiles/PrintANNIEEvent/my_inputs.txt
@@ -1 +1 @@
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits/R2421/ProcessedRawData_TankAndMRDAndCTC_R2421S0p0
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/R3832/FilteredAllLAPPDData_3832_0_49

From 1d2065cb754bce2d5437c9925e39e42e49fa4520 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Fri, 25 Oct 2024 16:39:52 -0500
Subject: [PATCH 100/163] Modify ANNIEEventTreeMaker for MC file. Change the
 configs in the BeamClusterAnalysisMC for using ANNIEEventTreeMaker

---
 .../ANNIEEventTreeMaker.cpp                   | 91 +++++++++++++++++--
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h | 13 +++
 .../ANNIEEventTreeMakerConfig                 | 34 +++++++
 .../LoadGenieEventConfig                      |  3 +-
 .../BeamClusterAnalysisMC/LoadWCSimConfig     |  6 +-
 .../LoadWCSimLAPPDConfig                      |  5 +-
 .../PhaseIITreeMakerConfig                    |  6 +-
 configfiles/BeamClusterAnalysisMC/ToolsConfig |  3 +-
 8 files changed, 149 insertions(+), 12 deletions(-)
 create mode 100644 configfiles/BeamClusterAnalysisMC/ANNIEEventTreeMakerConfig

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 9674cd231..7be583730 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -44,6 +44,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("LAPPDReco_fill", LAPPDReco_fill);
   m_variables.Get("LAPPD_PPS_fill", LAPPD_PPS_fill);
   m_variables.Get("LAPPD_Waveform_fill", LAPPD_Waveform_fill);
+  m_variables.Get("LAPPD_MC_fill", LAPPD_MC_fill);
 
   std::string output_filename = "ANNIEEventTree.root";
   m_variables.Get("OutputFile", output_filename);
@@ -268,10 +269,23 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("LAPPDWaveformInputLabel", LAPPDWaveformInputLabel);
   if (LAPPD_Waveform_fill)
   {
-    //Log("ANNIEEventTreeMaker Tool: LAPPDWaveformInputLabel = " + LAPPDWaveformInputLabel, 0, ANNIEEventTreeMakerVerbosity);
+    // Log("ANNIEEventTreeMaker Tool: LAPPDWaveformInputLabel = " + LAPPDWaveformInputLabel, 0, ANNIEEventTreeMakerVerbosity);
     fANNIETree->Branch("LAPPDWaveform", &fLAPPDWaveforms);
   }
 
+  if (LAPPD_MC_fill)
+  {
+    fANNIETree->Branch("LAPPDMCHitTubeIDs", &fLAPPDMCHitTubeIDs);
+    fANNIETree->Branch("LAPPDMCHitChankeys", &fLAPPDMCHitChankeys);
+    fANNIETree->Branch("LAPPDMCHitTime", &fLAPPDMCHitTime);
+    fANNIETree->Branch("LAPPDMCHitCharge", &fLAPPDMCHitCharge);
+    fANNIETree->Branch("LAPPDMCHitX", &fLAPPDMCHitX);
+    fANNIETree->Branch("LAPPDMCHitY", &fLAPPDMCHitY);
+    fANNIETree->Branch("LAPPDMCHitZ", &fLAPPDMCHitZ);
+    fANNIETree->Branch("LAPPDMCHitParallelPos", &fLAPPDMCHitParallelPos);
+    fANNIETree->Branch("LAPPDMCHitTransversePos", &fLAPPDMCHitTransversePos);
+  }
+
   if (MRDHitInfo_fill)
   {
     fANNIETree->Branch("MRDHitClusterIndex", &fMRDHitClusterIndex);
@@ -535,6 +549,11 @@ bool ANNIEEventTreeMaker::Execute()
     FillLAPPDWaveform();
   }
 
+  if (LAPPD_MC_fill)
+  {
+    FillLAPPDMCHitInfo();
+  }
+
   //****************************** Fill MRD Info *************************************//
   if (MRDHitInfo_fill)
   {
@@ -727,6 +746,20 @@ void ANNIEEventTreeMaker::ResetVariables()
   waveformMaxNearingValue.clear();
   waveformMaxTimeBinValue.clear();
 
+  // LAPPD waveform fill
+  fLAPPDWaveforms.clear();
+
+  // LAPPD MC fill
+  fLAPPDMCHitTubeIDs.clear();
+  fLAPPDMCHitChankeys.clear();
+  fLAPPDMCHitTime.clear();
+  fLAPPDMCHitCharge.clear();
+  fLAPPDMCHitX.clear();
+  fLAPPDMCHitY.clear();
+  fLAPPDMCHitZ.clear();
+  fLAPPDMCHitParallelPos.clear();
+  fLAPPDMCHitTransversePos.clear();
+
   // tank cluster information
   fNumberOfClusters = 0;
 
@@ -2423,11 +2456,9 @@ void ANNIEEventTreeMaker::RecoSummary()
 
 void ANNIEEventTreeMaker::FillLAPPDWaveform()
 {
-  //Log("ANNIEEventTreeMaker: Filling LAPPD Waveform", 0, ANNIEEventTreeMakerVerbosity);
-
-  fLAPPDWaveforms.clear();
+  // Log("ANNIEEventTreeMaker: Filling LAPPD Waveform", 0, ANNIEEventTreeMakerVerbosity);
 
-  fLAPPDWaveforms =  std::vector<std::vector<double>>(60*3, std::vector<double>(256, 0.0));
+  fLAPPDWaveforms = std::vector<std::vector<double>>(60 * 3, std::vector<double>(256, 0.0));
 
   // m_data->Stores["ANNIEEvent"]->Print(false);
 
@@ -2467,7 +2498,55 @@ void ANNIEEventTreeMaker::FillLAPPDWaveform()
     // fill this waveform to fLAPPDWaveforms[LAPPD_ID][stripno+stripSide*30][n]
     for (int n = 0; n < 256; n++)
     {
-      fLAPPDWaveforms[LAPPD_ID*60+stripno + stripSide * 30][n] = wave.at(n);
+      fLAPPDWaveforms[LAPPD_ID * 60 + stripno + stripSide * 30][n] = wave.at(n);
     }
   }
 }
+
+void ANNIEEventTreeMaker::FillLAPPDMCHitInfo()
+{
+  std::map<unsigned long, std::vector<MCLAPPDHit>> *MCLAPPDHits = nullptr;
+  m_data->Stores.at("ANNIEEvent")->Get("MCLAPPDHits", MCLAPPDHits);
+
+  int HitCount = MCLAPPDHits->size();
+  Log("ANNIEEventTreeMaker: Filling LAPPD MC Hit Info, got " + to_string(HitCount) + " MC hits", v_message, ANNIEEventTreeMakerVerbosity);
+
+  Position detector_center = geom->GetTankCentre();
+  double tank_center_x = detector_center.X();
+  double tank_center_y = detector_center.Y();
+  double tank_center_z = detector_center.Z();
+
+  for (std::pair<unsigned long, std::vector<MCLAPPDHit>> &&apair : *MCLAPPDHits)
+  {
+    unsigned long chankey = apair.first;
+    std::vector<MCLAPPDHit> hits = apair.second;
+
+    for (MCLAPPDHit &ahit : hits)
+    {
+      std::vector<double> pos = ahit.GetPosition();
+      double x = pos.at(0) - tank_center_x;
+      double y = pos.at(1) - tank_center_y;
+      double z = pos.at(2) - tank_center_z;
+
+      std::vector<double> local_pos = ahit.GetLocalPosition();
+      // double local_x = local_pos.at(1);
+      // double local_y = local_pos.at(0);
+      double parallel = local_pos.at(0);
+      double transverse = local_pos.at(1);
+
+      int tubeID = ahit.GetTubeId();
+      double hitTime = ahit.GetTime();
+      double hitCharge = ahit.GetCharge();
+
+      fLAPPDMCHitTubeIDs.push_back(tubeID);
+      fLAPPDMCHitChankeys.push_back(chankey);
+      fLAPPDMCHitTime.push_back(hitTime);
+      fLAPPDMCHitCharge.push_back(hitCharge);
+      fLAPPDMCHitX.push_back(x);
+      fLAPPDMCHitY.push_back(y);
+      fLAPPDMCHitZ.push_back(z);
+      fLAPPDMCHitParallelPos.push_back(parallel);
+      fLAPPDMCHitTransversePos.push_back(transverse);
+    }
+  }
+}
\ No newline at end of file
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 8a5f3604c..52c4c8f4d 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -64,6 +64,7 @@ class ANNIEEventTreeMaker : public Tool
     void LoadLAPPDRecoInfo();
     void FillLAPPDRecoInfo();
     void FillLAPPDWaveform();
+    void FillLAPPDMCHitInfo();
 
     bool FillMCTruthInfo();
     bool FillTankRecoInfo();
@@ -113,6 +114,7 @@ class ANNIEEventTreeMaker : public Tool
     bool RWMBRF_fill = 1;
     bool LAPPD_PPS_fill = 1;
     bool LAPPD_Waveform_fill = 1;
+    bool LAPPD_MC_fill = 0;
 
     // What reco information will be filled
     bool MCTruth_fill = 0; // Output the MC truth information
@@ -278,6 +280,17 @@ class ANNIEEventTreeMaker : public Tool
     string LAPPDWaveformInputLabel;
     vector<vector<double>> fLAPPDWaveforms;
 
+    // LAPPD MC Hit info, loaded from WCSim
+    vector<int> fLAPPDMCHitTubeIDs;
+    vector<unsigned long> fLAPPDMCHitChankeys;
+    vector<double> fLAPPDMCHitTime;
+    vector<double> fLAPPDMCHitCharge;
+    vector<double> fLAPPDMCHitX;
+    vector<double> fLAPPDMCHitY;
+    vector<double> fLAPPDMCHitZ;
+    vector<double> fLAPPDMCHitParallelPos;
+    vector<double> fLAPPDMCHitTransversePos;
+
     // finished ****************************************************
 
     // tank cluster information
diff --git a/configfiles/BeamClusterAnalysisMC/ANNIEEventTreeMakerConfig b/configfiles/BeamClusterAnalysisMC/ANNIEEventTreeMakerConfig
new file mode 100644
index 000000000..0be15bed6
--- /dev/null
+++ b/configfiles/BeamClusterAnalysisMC/ANNIEEventTreeMakerConfig
@@ -0,0 +1,34 @@
+ANNIEEventTreeMakerVerbosity 0
+
+OutputFile ANNIETree_MC.root
+
+
+fillAllTriggers 1
+fill_singleTrigger 0
+fillLAPPDEventsOnly 0
+TankCluster_fill 1
+cluster_TankHitInfo_fill 1
+
+TankReco_fill 0
+
+TankClusterProcessing 1
+MRDClusterProcessing 1
+TriggerProcessing 1
+TankHitInfo_fill 1
+MRDHitInfo_fill 1
+MRDReco_fill 1
+SiPMPulseInfo_fill 0
+fillCleanEventsOnly 0
+MCTruth_fill 1
+Reco_fill 0
+RecoDebug_fill 0
+muonTruthRecoDiff_fill 0
+isData 0
+HasGenie 1
+
+LAPPDData_fill 0
+LAPPDReco_fill 0
+RWMBRF_fill 0
+LAPPD_PPS_fill 0
+LAPPD_Waveform_fill 0
+LAPPD_MC_fill 1
diff --git a/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig b/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
index 4bd3619c4..ec5d38669 100644
--- a/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
+++ b/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
@@ -8,7 +8,8 @@ FluxVersion 1                  # use 0 to load genie files based on bnb_annie_00
 # Path to directory of GENIE files
 #FileDir NA                    # special option to load path from associated WCSim (Not recommended)
 #FileDir /pnfs/annie/persistent/simulations/genie3/G1810a0211a/standard/<VOLUME>
-FileDir /pnfs/annie/persistent/users/vfischer/genie_files/BNB_Water_10k_22-05-17
+#FileDir /pnfs/annie/persistent/users/vfischer/genie_files/BNB_Water_10k_22-05-17
+FileDir /pnfs/annie/persistent/simulations/genie3/G1810a0211a/standard/tank
 
 # Name of GENIE file to open
 FilePattern gntp.99.ghep.root  # gntp.[run_number].ghep.root
diff --git a/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig b/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig
index a25d47f59..73042ed42 100644
--- a/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig
+++ b/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig
@@ -7,7 +7,11 @@ verbose 1
 # where X = run number for the corresponding GENIE file (gntp.X.ghep.root)
 #       Y = offset multiple for GENIE event number
 
-InputFile /pnfs/annie/persistent/users/moflaher/wcsim/multipmt/tankonly/wcsim_25_04_19_ANNIEp2v6_nodigit_BNB_Water_10k_22-05-17/wcsim_0.1.9.root
+#InputFile /pnfs/annie/persistent/users/moflaher/wcsim/multipmt/tankonly/wcsim_25_04_19_ANNIEp2v6_nodigit_BNB_Water_10k_22-05-17/wcsim_0.1.9.root
+
+#InputFile /pnfs/annie/persistent/simulations/wcsim/wcsim_ANNIEp2v7_beam/pmt-files/wcsim_beam_gst_1_99_0.199.root
+
+InputFile /pnfs/annie/persistent/simulations/wcsim/G1810a0211a/standard/tank/pmt/wcsim_0.99.1.root
 
 WCSimVersion 3               ## should reflect the WCSim version of the files being loaded
 HistoricTriggeroffset 0      ## time offset of digits relative to the trigger
diff --git a/configfiles/BeamClusterAnalysisMC/LoadWCSimLAPPDConfig b/configfiles/BeamClusterAnalysisMC/LoadWCSimLAPPDConfig
index 8548f52d4..6a3051ae5 100644
--- a/configfiles/BeamClusterAnalysisMC/LoadWCSimLAPPDConfig
+++ b/configfiles/BeamClusterAnalysisMC/LoadWCSimLAPPDConfig
@@ -4,11 +4,14 @@ verbose 1
 
 #InputFile /pnfs/annie/persistent/users/moflaher/wcsim/multipmt/tankonly/wcsim_25_04_19_ANNIEp2v6_nodigit_BNB_Water_10k_22-05-17/wcsim_lappd_0.1.9.root
 #InputFile /annie/app/users/mnieslon/WCSim_build/wcsim_ambe_port5_z0_lappd_0.root
-InputFile /pnfs/annie/persistent/users/mnieslon/wcsim/output/tankonly/wcsim_ANNIEp2v7_beam/lappd-files/LAPPD_wcsim_beam_gst_1046_38_0.5438.root
+#InputFile /pnfs/annie/persistent/users/mnieslon/wcsim/output/tankonly/wcsim_ANNIEp2v7_beam/lappd-files/LAPPD_wcsim_beam_gst_1046_38_0.5438.root
 #InputFile /pnfs/annie/persistent/users/mnieslon/wcsim/output/tankonly/wcsim_ANNIEp2v7_beam/lappd-files/LAPPD_wcsim_beam_gst_1079_9_0.9009.root
 #InputFile /annie/app/users/mnieslon/WCSim_build/wcsim_michel_1000_lappd_0.root
 #/pnfs/annie/persistent/users/mnieslon/wcsim/output/tankonly/wcsim_ANNIEp2v7_throughgoing/wcsim_throughgoing_muon_R2614_lappd_0.0.root
 
+#InputFile /pnfs/annie/persistent/simulations/wcsim/wcsim_ANNIEp2v7_beam/lappd-files/LAPPD_wcsim_beam_gst_1_99_0.199.root
+InputFile /pnfs/annie/persistent/simulations/wcsim/G1810a0211a/standard/tank/lappd/wcsim_lappd_0.99.1.root
+
 WCSimVersion 3               ## should reflect the WCSim version of the files being loaded
 InnerStructureRadius 1.3545  ## octagonal inner structure radius in m (from drawings 106.64")
 DrawDebugGraphs 0            ## whether to draw TPolyMarker3D's of hits
diff --git a/configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig b/configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig
index 138764f15..2accbd34a 100644
--- a/configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig
+++ b/configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig
@@ -1,6 +1,8 @@
 verbose 5
 
-OutputFile MCBeam_Gst_new_Run9000_NoSplitSubTriggers.ntuple.root
+#OutputFile MCBeam_Gst_new_Run9000_NoSplitSubTriggers.ntuple.root
+OutputFile MCBeam_Gst_G1810a0211a_ntuple.root
+
 TankClusterProcessing 1
 MRDClusterProcessing 1
 TriggerProcessing 1
@@ -15,4 +17,4 @@ TankReco_fill 0
 RecoDebug_fill 0
 muonTruthRecoDiff_fill 0
 IsData 0
-HasGenie 0
+HasGenie 1
diff --git a/configfiles/BeamClusterAnalysisMC/ToolsConfig b/configfiles/BeamClusterAnalysisMC/ToolsConfig
index 55400ce09..6f40936a7 100644
--- a/configfiles/BeamClusterAnalysisMC/ToolsConfig
+++ b/configfiles/BeamClusterAnalysisMC/ToolsConfig
@@ -9,4 +9,5 @@ myFindMrdTracks FindMrdTracks configfiles/BeamClusterAnalysisMC/FindMrdTracksCon
 myClusterFinder ClusterFinder ./configfiles/BeamClusterAnalysisMC/ClusterFinderConfig
 myClusterClassifiers ClusterClassifiers ./configfiles/BeamClusterAnalysisMC/ClusterClassifiersConfig
 myEventSelector EventSelector ./configfiles/BeamClusterAnalysisMC/EventSelectorConfig
-myPhaseIITreeMaker PhaseIITreeMaker ./configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig
+#myPhaseIITreeMaker PhaseIITreeMaker ./configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig
+myANNIEEventTreeMaker ANNIEEventTreeMaker ./configfiles/BeamClusterAnalysisMC/ANNIEEventTreeMakerConfig

From 4f8e0afe8343a6ce0bf2ff166180c89ed04389cc Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Fri, 25 Oct 2024 17:08:18 -0500
Subject: [PATCH 101/163] Add verbosity for print out when load genie samples

---
 .../ANNIEEventTreeMaker.cpp                   | 27 ++++++++++++-------
 1 file changed, 18 insertions(+), 9 deletions(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 7be583730..4c6242b49 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -2155,9 +2155,12 @@ bool ANNIEEventTreeMaker::FillMCTruthInfo()
     for (int i_cap = 0; i_cap < (int)mcneutgammas.size(); i_cap++)
     {
       std::vector<double> capgammas = mcneutgammas.at(i_cap);
-      for (int i_gamma = 0; i_gamma < (int)capgammas.size(); i_gamma++)
+      if (ANNIEEventTreeMakerVerbosity > 1)
       {
-        std::cout << "gamma # " << i_gamma << ", energy: " << capgammas.at(i_gamma) << std::endl;
+        for (int i_gamma = 0; i_gamma < (int)capgammas.size(); i_gamma++)
+        {
+          std::cout << "gamma # " << i_gamma << ", energy: " << capgammas.at(i_gamma) << std::endl;
+        }
       }
     }
   }
@@ -2291,16 +2294,19 @@ bool ANNIEEventTreeMaker::FillMCTruthInfo()
     }
   }
 
-  std::cout << "MCNeutCapGammas count CaptGammas: " << MCNeutCapGammas.count("CaptGammas") << std::endl;
+  if (ANNIEEventTreeMakerVerbosity > 1)
+    std::cout << "MCNeutCapGammas count CaptGammas: " << MCNeutCapGammas.count("CaptGammas") << std::endl;
   if (MCNeutCapGammas.count("CaptGammas") > 0)
   {
     std::vector<std::vector<double>> cap_energies = MCNeutCapGammas["CaptGammas"];
-    std::cout << "cap_energies size: " << cap_energies.size() << std::endl;
+    if (ANNIEEventTreeMakerVerbosity > 1)
+      std::cout << "cap_energies size: " << cap_energies.size() << std::endl;
     for (int i_cap = 0; i_cap < (int)cap_energies.size(); i_cap++)
     {
       for (int i_gamma = 0; i_gamma < cap_energies.at(i_cap).size(); i_gamma++)
       {
-        std::cout << "gamma energy: " << cap_energies.at(i_cap).at(i_gamma) << std::endl;
+        if (ANNIEEventTreeMakerVerbosity > 1)
+          std::cout << "gamma energy: " << cap_energies.at(i_cap).at(i_gamma) << std::endl;
         fTrueNeutCapGammaE->push_back(cap_energies.at(i_cap).at(i_gamma));
       }
     }
@@ -2348,10 +2354,13 @@ bool ANNIEEventTreeMaker::FillMCTruthInfo()
     bool get_fsl_mass = m_data->Stores["GenieInfo"]->Get("FSLeptonMass", TrueFSLeptonMass);
     bool get_fsl_pdg = m_data->Stores["GenieInfo"]->Get("FSLeptonPdg", TrueFSLeptonPdg);
     bool get_fsl_energy = m_data->Stores["GenieInfo"]->Get("FSLeptonEnergy", TrueFSLeptonEnergy);
-    std::cout << "get_neutrino_energy: " << get_neutrino_energy << "get_neutrino_vtxx: " << get_neutrino_vtxx << "get_neutrino_vtxy: " << get_neutrino_vtxy << "get_neutrino_vtxz: " << get_neutrino_vtxz << "get_neutrino_time: " << get_neutrino_vtxt << std::endl;
-    std::cout << "get_q2: " << get_q2 << ", get_cc: " << get_cc << ", get_qel: " << get_qel << ", get_res: " << get_res << ", get_dis: " << get_dis << ", get_coh: " << get_coh << ", get_mec: " << get_mec << std::endl;
-    std::cout << "get_n: " << get_n << ", get_p: " << get_p << ", get_pi0: " << get_pi0 << ", get_piplus: " << get_piplus << ", get_pipluscher: " << get_pipluscher << ", get_piminus: " << get_piminus << ", get_piminuscher: " << get_piminuscher << ", get_kplus: " << get_kplus << ", get_kpluscher: " << get_kpluscher << ", get_kminus: " << get_kminus << ", get_kminuscher: " << get_kminuscher << std::endl;
-    std::cout << "get_fsl_vtx: " << get_fsl_vtx << ", get_fsl_momentum: " << get_fsl_momentum << ", get_fsl_time: " << get_fsl_time << ", get_fsl_mass: " << get_fsl_mass << ", get_fsl_pdg: " << get_fsl_pdg << ", get_fsl_energy: " << get_fsl_energy << std::endl;
+    if (ANNIEEventTreeMakerVerbosity > 1)
+    {
+      std::cout << "get_neutrino_energy: " << get_neutrino_energy << "get_neutrino_vtxx: " << get_neutrino_vtxx << "get_neutrino_vtxy: " << get_neutrino_vtxy << "get_neutrino_vtxz: " << get_neutrino_vtxz << "get_neutrino_time: " << get_neutrino_vtxt << std::endl;
+      std::cout << "get_q2: " << get_q2 << ", get_cc: " << get_cc << ", get_qel: " << get_qel << ", get_res: " << get_res << ", get_dis: " << get_dis << ", get_coh: " << get_coh << ", get_mec: " << get_mec << std::endl;
+      std::cout << "get_n: " << get_n << ", get_p: " << get_p << ", get_pi0: " << get_pi0 << ", get_piplus: " << get_piplus << ", get_pipluscher: " << get_pipluscher << ", get_piminus: " << get_piminus << ", get_piminuscher: " << get_piminuscher << ", get_kplus: " << get_kplus << ", get_kpluscher: " << get_kpluscher << ", get_kminus: " << get_kminus << ", get_kminuscher: " << get_kminuscher << std::endl;
+      std::cout << "get_fsl_vtx: " << get_fsl_vtx << ", get_fsl_momentum: " << get_fsl_momentum << ", get_fsl_time: " << get_fsl_time << ", get_fsl_mass: " << get_fsl_mass << ", get_fsl_pdg: " << get_fsl_pdg << ", get_fsl_energy: " << get_fsl_energy << std::endl;
+    }
     if (get_neutrino_energy && get_neutrino_mom && get_neutrino_vtxx && get_neutrino_vtxy && get_neutrino_vtxz && get_neutrino_vtxt && get_q2 && get_cc && get_nc && get_qel && get_res && get_dis && get_coh && get_mec && get_n && get_p && get_pi0 && get_piplus && get_pipluscher && get_piminus && get_piminuscher && get_kplus && get_kpluscher && get_kminus && get_kminuscher && get_fsl_vtx && get_fsl_momentum && get_fsl_time && get_fsl_mass && get_fsl_pdg && get_fsl_energy)
     {
       fTrueNeutrinoEnergy = TrueNeutrinoEnergy;

From cab69ede1b30c8955f9f8144c4ce19c7b1ee9b42 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Mon, 28 Oct 2024 15:04:37 -0500
Subject: [PATCH 102/163] force matching for MRD, PMT, LAPPD correctly by
 adding force matched bool to EBLoadRaw. The matching should only happen once
 when the loading of that data flow reach to the end in that part file. change
 verbosities in BCA-MC

---
 UserTools/EBLoadRaw/EBLoadRaw.cpp               | 17 ++++++++++++++---
 UserTools/EBLoadRaw/EBLoadRaw.h                 |  4 ++++
 .../BeamClusterAnalysisMC/EventSelectorConfig   |  2 +-
 .../BeamClusterAnalysisMC/LoadGenieEventConfig  |  2 +-
 .../BeamClusterAnalysisMC/LoadWCSimConfig       |  2 +-
 .../BeamClusterAnalysisMC/LoadWCSimLAPPDConfig  |  2 +-
 .../MCParticlePropertiesConfig                  |  2 +-
 .../MCRecoEventLoaderConfig                     |  2 +-
 .../BeamClusterAnalysisMC/TimeClusteringConfig  |  2 +-
 9 files changed, 25 insertions(+), 10 deletions(-)

diff --git a/UserTools/EBLoadRaw/EBLoadRaw.cpp b/UserTools/EBLoadRaw/EBLoadRaw.cpp
index 17685138d..255b008b7 100644
--- a/UserTools/EBLoadRaw/EBLoadRaw.cpp
+++ b/UserTools/EBLoadRaw/EBLoadRaw.cpp
@@ -60,6 +60,10 @@ bool EBLoadRaw::Initialise(std::string configfile, DataModel &data)
   LoadedLAPPDTotalEntries = 0;
   LoadedCTCTotalEntries = 0;
 
+  PMTMatchingForced = false;
+  MRDMatchingForced = false;
+  LAPPDMatchingForced = false;
+
   RawData = new BoostStore(false, 0);
   PMTData = new BoostStore(false, 2);
   MRDData = new BoostStore(false, 2);
@@ -134,6 +138,10 @@ bool EBLoadRaw::Execute()
     LoadMRDData();
     LoadCTCData();
     LoadLAPPDData();
+
+    PMTMatchingForced = false;
+    MRDMatchingForced = false;
+    LAPPDMatchingForced = false;
   }
   else
   {
@@ -579,12 +587,13 @@ bool EBLoadRaw::LoadNextPMTData()
   m_data->CStore.Set("TankEntryNum", PMTEntryNum);
   PMTEntryNum++;
 
-  if (PMTEntryNum == PMTTotalEntries)
+  if (PMTEntryNum == PMTTotalEntries && !PMTMatchingForced)
   {
     // force the PMT matching when all PMT entries are completed or PMTEntryNum is greater than PMTTotalEntries
     Log("EBLoadRaw: PMTEntriesCompleted, force PMT matching", v_message, verbosityEBLoadRaw);
     bool ForcePMTMatching = true;
     m_data->CStore.Set("ForcePMTMatching", ForcePMTMatching);
+    PMTMatchingForced = true;
   }
   else
   {
@@ -604,11 +613,12 @@ bool EBLoadRaw::LoadNextMRDData()
   m_data->CStore.Set("MRDEntryNum", MRDEntryNum);
   MRDEntryNum++;
 
-  if (MRDEntryNum == MRDTotalEntries)
+  if (MRDEntryNum == MRDTotalEntries && !MRDMatchingForced)
   {
     Log("EBLoadRaw: MRDEntriesCompleted, force MRD matching", v_message, verbosityEBLoadRaw);
     bool ForceMRDMatching = true;
     m_data->CStore.Set("ForceMRDMatching", ForceMRDMatching);
+    MRDMatchingForced = true;
   }
   else
   {
@@ -629,11 +639,12 @@ bool EBLoadRaw::LoadNextLAPPDData()
   m_data->CStore.Set("LAPPDanaData", true);
   LAPPDEntryNum++;
 
-  if (LAPPDEntryNum == LAPPDTotalEntries)
+  if (LAPPDEntryNum == LAPPDTotalEntries && !LAPPDMatchingForced)
   {
     Log("EBLoadRaw: LAPPDEntriesCompleted, force LAPPD matching", v_message, verbosityEBLoadRaw);
     bool ForceLAPPDMatching = true;
     m_data->CStore.Set("ForceLAPPDMatching", ForceLAPPDMatching);
+    LAPPDMatchingForced = true;
   }
   else
   {
diff --git a/UserTools/EBLoadRaw/EBLoadRaw.h b/UserTools/EBLoadRaw/EBLoadRaw.h
index 4d5059b53..34c8257a8 100644
--- a/UserTools/EBLoadRaw/EBLoadRaw.h
+++ b/UserTools/EBLoadRaw/EBLoadRaw.h
@@ -90,6 +90,10 @@ class EBLoadRaw : public Tool
     bool LAPPDPaused;
     bool CTCPaused;
 
+    bool PMTMatchingForced;
+    bool MRDMatchingForced;
+    bool LAPPDMatchingForced;
+
     BoostStore *RawData = nullptr;
     BoostStore *PMTData = nullptr;
     BoostStore *MRDData = nullptr;
diff --git a/configfiles/BeamClusterAnalysisMC/EventSelectorConfig b/configfiles/BeamClusterAnalysisMC/EventSelectorConfig
index ed6a89cdc..bdd72f2f2 100644
--- a/configfiles/BeamClusterAnalysisMC/EventSelectorConfig
+++ b/configfiles/BeamClusterAnalysisMC/EventSelectorConfig
@@ -1,6 +1,6 @@
 # EventSelector config file
 
-verbosity 5
+verbosity 0
 MCPMTVolCut 0
 MCFVCut 0
 MCMRDCut 0
diff --git a/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig b/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
index ec5d38669..23799a691 100644
--- a/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
+++ b/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
@@ -1,4 +1,4 @@
-verbosity 2
+verbosity 0
 
 # Refers to format of flux file used to generate GENIE sample (bnb or gsimple)
 FluxVersion 1                  # use 0 to load genie files based on bnb_annie_0000.root etc files (bnb/redecay/dk2nu flux format)
diff --git a/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig b/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig
index 73042ed42..27f6a4070 100644
--- a/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig
+++ b/configfiles/BeamClusterAnalysisMC/LoadWCSimConfig
@@ -1,6 +1,6 @@
 #LoadWCSim Config File
 # all variables retrieved with m_variables.Get() must be defined here!
-verbose 1
+verbose 0
 
 # WCSim collaboration samples using GENIE (from James):
 #InputFile /pnfs/annie/persistent/simulations/wcsim/G1810a0211a/standard/<VOLUME>/pmt/wcsim_0.X.Y.root
diff --git a/configfiles/BeamClusterAnalysisMC/LoadWCSimLAPPDConfig b/configfiles/BeamClusterAnalysisMC/LoadWCSimLAPPDConfig
index 6a3051ae5..4655cb1f0 100644
--- a/configfiles/BeamClusterAnalysisMC/LoadWCSimLAPPDConfig
+++ b/configfiles/BeamClusterAnalysisMC/LoadWCSimLAPPDConfig
@@ -1,6 +1,6 @@
 #LoadWCSimLAPPD Config File
 # all variables retrieved with m_variables.Get() must be defined here!
-verbose 1
+verbose 0
 
 #InputFile /pnfs/annie/persistent/users/moflaher/wcsim/multipmt/tankonly/wcsim_25_04_19_ANNIEp2v6_nodigit_BNB_Water_10k_22-05-17/wcsim_lappd_0.1.9.root
 #InputFile /annie/app/users/mnieslon/WCSim_build/wcsim_ambe_port5_z0_lappd_0.root
diff --git a/configfiles/BeamClusterAnalysisMC/MCParticlePropertiesConfig b/configfiles/BeamClusterAnalysisMC/MCParticlePropertiesConfig
index 4313fccdf..019526011 100644
--- a/configfiles/BeamClusterAnalysisMC/MCParticlePropertiesConfig
+++ b/configfiles/BeamClusterAnalysisMC/MCParticlePropertiesConfig
@@ -1,3 +1,3 @@
 # MCParticleProperties configuration file
 
-verbosity 1
+verbosity 0
diff --git a/configfiles/BeamClusterAnalysisMC/MCRecoEventLoaderConfig b/configfiles/BeamClusterAnalysisMC/MCRecoEventLoaderConfig
index 2a6cadb72..96923c44a 100644
--- a/configfiles/BeamClusterAnalysisMC/MCRecoEventLoaderConfig
+++ b/configfiles/BeamClusterAnalysisMC/MCRecoEventLoaderConfig
@@ -1,6 +1,6 @@
 # MCRecoEventLoader config file
 
-verbosity 1
+verbosity 0
 GetPionKaonInfo 1
 GetNRings 1
 ParticleID 13
diff --git a/configfiles/BeamClusterAnalysisMC/TimeClusteringConfig b/configfiles/BeamClusterAnalysisMC/TimeClusteringConfig
index 82798f033..6eb6634f4 100644
--- a/configfiles/BeamClusterAnalysisMC/TimeClusteringConfig
+++ b/configfiles/BeamClusterAnalysisMC/TimeClusteringConfig
@@ -1,6 +1,6 @@
 #TimeClustering config file
 
-verbosity 1
+verbosity 0
 MinDigitsForTrack 4
 MaxMrdSubEventDuration 40
 MinSubeventTimeSep 40

From bad419193953162a1d00546fbc4b0b7ef3141ef4 Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Tue, 29 Oct 2024 15:27:56 -0500
Subject: [PATCH 103/163] Add debug information in EBLAPPD Correctly stop the
 ForceMatching for EBMRD and EBLAPPD change the configs in EBMRD and
 TriggerGrouper There are more triggers from MRD so more CTC entries, so I
 reduce the trigger grouper buffer from 30k to 20k to reduce the looping time.
 The grouper buffer is only for debugging unmatched triggers.

---
 UserTools/EBLAPPD/EBLAPPD.cpp                     |  1 +
 UserTools/EBLoadRaw/EBLoadRaw.cpp                 | 13 +++++++++++++
 configfiles/EventBuilderV2/EBMRDConfig            |  4 ++--
 configfiles/EventBuilderV2/EBTriggerGrouperConfig |  2 +-
 4 files changed, 17 insertions(+), 3 deletions(-)

diff --git a/UserTools/EBLAPPD/EBLAPPD.cpp b/UserTools/EBLAPPD/EBLAPPD.cpp
index 97c657453..4658d96d1 100644
--- a/UserTools/EBLAPPD/EBLAPPD.cpp
+++ b/UserTools/EBLAPPD/EBLAPPD.cpp
@@ -80,6 +80,7 @@ bool EBLAPPD::Execute()
   if (stopLoop || runNum != thisRunNum || exeNum % exePerMatch == 0 || ForceLAPPDMatching)
   {
     Log("EBLAPPD: exeNum = " + std::to_string(exeNum) + ". Doing matching", v_message, verbosityEBLAPPD);
+    Log("EBLAPPD: Matching reason is stopLoop = " + std::to_string(stopLoop) + ", runNum = " + std::to_string(runNum) + ", exeNum = " + std::to_string(exeNum) + ", ForceLAPPDMatching = " + std::to_string(ForceLAPPDMatching), v_message, verbosityEBLAPPD);
     if (matchToAllTriggers)
     {
       Matching(0, 0);
diff --git a/UserTools/EBLoadRaw/EBLoadRaw.cpp b/UserTools/EBLoadRaw/EBLoadRaw.cpp
index 255b008b7..bb3c53fd6 100644
--- a/UserTools/EBLoadRaw/EBLoadRaw.cpp
+++ b/UserTools/EBLoadRaw/EBLoadRaw.cpp
@@ -210,6 +210,17 @@ bool EBLoadRaw::Execute()
   if (LoadLAPPD && !LAPPDPaused && !LAPPDEntriesCompleted)
     LoadNextLAPPDData();
 
+  if (LoadMRD && MRDEntriesCompleted)
+  {
+    bool ForceMRDMatching = false;
+    m_data->CStore.Set("ForceMRDMatching", ForceMRDMatching);
+  }
+  if (LoadLAPPD && LAPPDEntriesCompleted)
+  {
+    bool ForceLAPPDMatching = false;
+    m_data->CStore.Set("ForceLAPPDMatching", ForceLAPPDMatching);
+  }
+
   // if all required data is loaded, set filecompleted flag to true
   if ((!LoadPMT || PMTEntriesCompleted) && (!LoadMRD || MRDEntriesCompleted) && (!LoadCTC || CTCEntriesCompleted) && (!LoadLAPPD || LAPPDEntriesCompleted))
   {
@@ -613,6 +624,7 @@ bool EBLoadRaw::LoadNextMRDData()
   m_data->CStore.Set("MRDEntryNum", MRDEntryNum);
   MRDEntryNum++;
 
+  Log("EBLoadRaw: Loaded MRDData entry " + std::to_string(MRDEntryNum) + ", MRDTotalEntries " + std::to_string(MRDTotalEntries) + ", MRDMatchingForced " + std::to_string(MRDMatchingForced), v_warning, verbosityEBLoadRaw);
   if (MRDEntryNum == MRDTotalEntries && !MRDMatchingForced)
   {
     Log("EBLoadRaw: MRDEntriesCompleted, force MRD matching", v_message, verbosityEBLoadRaw);
@@ -639,6 +651,7 @@ bool EBLoadRaw::LoadNextLAPPDData()
   m_data->CStore.Set("LAPPDanaData", true);
   LAPPDEntryNum++;
 
+  Log("EBLoadRaw: Loaded LAPPDData entry " + std::to_string(LAPPDEntryNum) + ", LAPPDTotalEntries " + std::to_string(LAPPDTotalEntries) + ", LAPPDMatchingForced " + std::to_string(LAPPDMatchingForced), v_warning, verbosityEBLoadRaw);
   if (LAPPDEntryNum == LAPPDTotalEntries && !LAPPDMatchingForced)
   {
     Log("EBLoadRaw: LAPPDEntriesCompleted, force LAPPD matching", v_message, verbosityEBLoadRaw);
diff --git a/configfiles/EventBuilderV2/EBMRDConfig b/configfiles/EventBuilderV2/EBMRDConfig
index f85123020..d6f7dcf89 100644
--- a/configfiles/EventBuilderV2/EBMRDConfig
+++ b/configfiles/EventBuilderV2/EBMRDConfig
@@ -1,5 +1,5 @@
 verbosityEBMRD 1
 matchTargetTrigger 8
 matchTolerance_ns 3000000
-matchToAllTriggers 1
-exePerMatch 100
+matchToAllTriggers 0
+exePerMatch 500
diff --git a/configfiles/EventBuilderV2/EBTriggerGrouperConfig b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
index f5328aaa4..58694560d 100644
--- a/configfiles/EventBuilderV2/EBTriggerGrouperConfig
+++ b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
@@ -24,5 +24,5 @@ groupPPS 0
 
 groupNuMI 1
 
-maxNumAllowedInBuffer 30000
+maxNumAllowedInBuffer 20000
 

From 218c92109b5ef9b0a0747d6c63f07d469232850e Mon Sep 17 00:00:00 2001
From: Yue <yuef@iastate.edu>
Date: Wed, 30 Oct 2024 14:18:35 -0500
Subject: [PATCH 104/163] Add MRD trigger type to the root tree because there
 are more MRD Cosmic triggers now. This will help to avoid mismatching

 Changes to be committed:
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
	modified:   UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
---
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp  | 16 ++++++++++++++++
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h    |  2 ++
 2 files changed, 18 insertions(+)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 4c6242b49..7c469d014 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -84,6 +84,8 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   fANNIETree->Branch("HasLAPPD", &fHasLAPPD, "HasLAPPD/I");
   fANNIETree->Branch("TankMRDCoinc", &fTankMRDCoinc, "TankMRDCoinc/I");
   fANNIETree->Branch("NoVeto", &fNoVeto, "NoVeto/I");
+  fANNIETree->Branch("MRDTriggerType", &fMRDTriggerTypeInt, "MRDTriggerType/I");
+  //fANNIETree->Branch("MRDTriggerTypeString", &fMRDTriggerType);
 
   // event information of data
   fANNIETree->Branch("eventTimeTank", &fEventTimeTank, "eventTimeTank/l");
@@ -626,6 +628,8 @@ void ANNIEEventTreeMaker::ResetVariables()
   fDataStreams.clear();
   fEventTimeTank = 0;
   fEventTimeMRD = 0;
+  fMRDTriggerType = "";
+  fMRDTriggerTypeInt = -9999;
 
   // beam info
   fPot = -9999;
@@ -1047,7 +1051,19 @@ bool ANNIEEventTreeMaker::LoadEventInfo()
     fHasTank = 0;
 
   if (fDataStreams["MRD"] == 1)
+  {
     fHasMRD = 1;
+    m_data->Stores["ANNIEEvent"]->Get("MRDTriggerType", fMRDTriggerType);
+    Log("ANNIEEventTreeMaker Tool: MRD Trigger Type: " + fMRDTriggerType, v_debug, ANNIEEventTreeMakerVerbosity);
+    bool cosmic = fMRDTriggerType == "Cosmic";
+    Log("ANNIEEventTreeMaker Tool: Cosmic Trigger: " + std::to_string(cosmic), v_debug, ANNIEEventTreeMakerVerbosity);
+    if (fMRDTriggerType == "Beam")
+      fMRDTriggerTypeInt = 1;
+    else if (fMRDTriggerType == "Cosmic")
+      fMRDTriggerTypeInt = 2;
+    else
+      fMRDTriggerTypeInt = 0;
+  }
   else
     fHasMRD = 0;
 
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 52c4c8f4d..c6243def4 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -152,6 +152,8 @@ class ANNIEEventTreeMaker : public Tool
     int fHasTank;
     int fHasMRD;
     int fHasLAPPD;
+    std::string fMRDTriggerType;
+    int fMRDTriggerTypeInt;
 
     ULong64_t fEventTimeTank;
     ULong64_t fEventTimeMRD;

From c6a354492731a8818123950f0233ff23199ec65b Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 6 Nov 2024 10:19:13 -0600
Subject: [PATCH 105/163] Update ToolsConfig

add SaveConfig tool
---
 configfiles/EventBuilderV2/ToolsConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/EventBuilderV2/ToolsConfig b/configfiles/EventBuilderV2/ToolsConfig
index 43802b4c0..007d55c76 100644
--- a/configfiles/EventBuilderV2/ToolsConfig
+++ b/configfiles/EventBuilderV2/ToolsConfig
@@ -17,7 +17,7 @@ EBPMT EBPMT ./configfiles/EventBuilderV2/EBPMTConfig
 EBMRD EBMRD ./configfiles/EventBuilderV2/EBMRDConfig
 EBLAPPD EBLAPPD ./configfiles/EventBuilderV2/EBLAPPDConfig
 
-#SaveConfigInfo SaveConfigInfo ./configfiles/EventBuilderV2/SaveConfigInfoConfig
+SaveConfigInfo SaveConfigInfo ./configfiles/EventBuilderV2/SaveConfigInfoConfig
 
 EBSaver EBSaver ./configfiles/EventBuilderV2/EBSaverConfig
 

From 986035898e055690b4e1a92d2a961678867059bf Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 6 Nov 2024 10:20:23 -0600
Subject: [PATCH 106/163] Update TriggerDataDecoderConfig

this shouldnt make a difference but the traditional tools had this variable as 0, and set it as 1 in the LoadRawData tool
---
 configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig b/configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig
index 96bc8670a..dd31e177e 100644
--- a/configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig
+++ b/configfiles/PreProcessTrigOverlap/TriggerDataDecoderConfig
@@ -1,5 +1,5 @@
 verbosity 0
 #TriggerMaskFile ./configfiles/EventBuilder/DefaultTriggerMask.txt
-StoreTrigOverlap 1
+StoreTrigOverlap 0
 ReadTrigOverlap 0
 UseCStore 0

From 037d7c89f4b02c2e5e3c30bf2c548f71f864612d Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 11 Nov 2024 09:50:50 -0600
Subject: [PATCH 107/163] EventBuilderV2 toolchains for sources

modified some config files, but added different toolchains for each source type.
---
 configfiles/EventBuilderV2/EBLAPPDConfig      |  2 +-
 configfiles/EventBuilderV2/EBMRDConfig        |  2 +-
 configfiles/EventBuilderV2/EBPMTConfig        |  2 +-
 configfiles/EventBuilderV2/EBSaverConfig      |  2 +-
 .../EventBuilderV2/EBTriggerGrouperConfig     |  4 +-
 configfiles/EventBuilderV2/my_files.txt       |  5 ++-
 configfiles/EventBuilderV2_AmBe/EBLAPPDConfig |  7 ++++
 .../EventBuilderV2_AmBe/EBLoadRawConfig       | 10 +++++
 configfiles/EventBuilderV2_AmBe/EBMRDConfig   |  5 +++
 configfiles/EventBuilderV2_AmBe/EBPMTConfig   |  4 ++
 configfiles/EventBuilderV2_AmBe/EBSaverConfig | 10 +++++
 .../EBTriggerGrouperConfig                    | 28 +++++++++++++
 .../EventBuilderV2_AmBe/LAPPDLoadStoreConfig  | 39 +++++++++++++++++++
 .../EventBuilderV2_AmBe/MRDDataDecoderConfig  |  2 +
 .../EventBuilderV2_AmBe/PMTDataDecoderConfig  |  5 +++
 .../PhaseIIADCCalibratorConfig                | 15 +++++++
 .../PhaseIIADCHitFinderConfig                 | 10 +++++
 .../EventBuilderV2_AmBe/SaveConfigInfoConfig  |  3 ++
 .../EventBuilderV2_AmBe/ToolChainConfig       | 23 +++++++++++
 configfiles/EventBuilderV2_AmBe/ToolsConfig   | 21 ++++++++++
 .../TriggerDataDecoderConfig                  |  3 ++
 configfiles/EventBuilderV2_AmBe/my_files.txt  |  3 ++
 .../EventBuilderV2_cosmic/EBLAPPDConfig       |  7 ++++
 .../EventBuilderV2_cosmic/EBLoadRawConfig     | 10 +++++
 configfiles/EventBuilderV2_cosmic/EBMRDConfig |  5 +++
 configfiles/EventBuilderV2_cosmic/EBPMTConfig |  4 ++
 .../EventBuilderV2_cosmic/EBSaverConfig       | 10 +++++
 .../EBTriggerGrouperConfig                    | 28 +++++++++++++
 .../LAPPDLoadStoreConfig                      | 39 +++++++++++++++++++
 .../MRDDataDecoderConfig                      |  2 +
 .../PMTDataDecoderConfig                      |  5 +++
 .../PhaseIIADCCalibratorConfig                | 15 +++++++
 .../PhaseIIADCHitFinderConfig                 | 10 +++++
 .../SaveConfigInfoConfig                      |  3 ++
 .../EventBuilderV2_cosmic/ToolChainConfig     | 23 +++++++++++
 configfiles/EventBuilderV2_cosmic/ToolsConfig | 24 ++++++++++++
 .../TriggerDataDecoderConfig                  |  3 ++
 .../EventBuilderV2_cosmic/my_files.txt        | 14 +++++++
 .../EventBuilderV2_laser/EBLAPPDConfig        |  7 ++++
 .../EventBuilderV2_laser/EBLoadRawConfig      | 10 +++++
 configfiles/EventBuilderV2_laser/EBMRDConfig  |  5 +++
 configfiles/EventBuilderV2_laser/EBPMTConfig  |  4 ++
 .../EventBuilderV2_laser/EBSaverConfig        | 10 +++++
 .../EBTriggerGrouperConfig                    | 30 ++++++++++++++
 .../EventBuilderV2_laser/LAPPDLoadStoreConfig | 39 +++++++++++++++++++
 .../EventBuilderV2_laser/MRDDataDecoderConfig |  2 +
 .../EventBuilderV2_laser/PMTDataDecoderConfig |  5 +++
 .../PhaseIIADCCalibratorConfig                | 15 +++++++
 .../PhaseIIADCHitFinderConfig                 | 10 +++++
 .../EventBuilderV2_laser/SaveConfigInfoConfig |  3 ++
 .../EventBuilderV2_laser/ToolChainConfig      | 23 +++++++++++
 configfiles/EventBuilderV2_laser/ToolsConfig  | 24 ++++++++++++
 .../TriggerDataDecoderConfig                  |  3 ++
 configfiles/EventBuilderV2_laser/my_files.txt |  3 ++
 54 files changed, 593 insertions(+), 7 deletions(-)
 create mode 100644 configfiles/EventBuilderV2_AmBe/EBLAPPDConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/EBLoadRawConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/EBMRDConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/EBPMTConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/EBSaverConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/EBTriggerGrouperConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/LAPPDLoadStoreConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/MRDDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/PMTDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/PhaseIIADCCalibratorConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/PhaseIIADCHitFinderConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/SaveConfigInfoConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/ToolChainConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/ToolsConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/TriggerDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_AmBe/my_files.txt
 create mode 100644 configfiles/EventBuilderV2_cosmic/EBLAPPDConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/EBLoadRawConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/EBMRDConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/EBPMTConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/EBSaverConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/EBTriggerGrouperConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/LAPPDLoadStoreConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/MRDDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/PMTDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/PhaseIIADCCalibratorConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/PhaseIIADCHitFinderConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/SaveConfigInfoConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/ToolChainConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/ToolsConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/TriggerDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_cosmic/my_files.txt
 create mode 100644 configfiles/EventBuilderV2_laser/EBLAPPDConfig
 create mode 100644 configfiles/EventBuilderV2_laser/EBLoadRawConfig
 create mode 100644 configfiles/EventBuilderV2_laser/EBMRDConfig
 create mode 100644 configfiles/EventBuilderV2_laser/EBPMTConfig
 create mode 100644 configfiles/EventBuilderV2_laser/EBSaverConfig
 create mode 100644 configfiles/EventBuilderV2_laser/EBTriggerGrouperConfig
 create mode 100644 configfiles/EventBuilderV2_laser/LAPPDLoadStoreConfig
 create mode 100644 configfiles/EventBuilderV2_laser/MRDDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_laser/PMTDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_laser/PhaseIIADCCalibratorConfig
 create mode 100644 configfiles/EventBuilderV2_laser/PhaseIIADCHitFinderConfig
 create mode 100644 configfiles/EventBuilderV2_laser/SaveConfigInfoConfig
 create mode 100644 configfiles/EventBuilderV2_laser/ToolChainConfig
 create mode 100644 configfiles/EventBuilderV2_laser/ToolsConfig
 create mode 100644 configfiles/EventBuilderV2_laser/TriggerDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_laser/my_files.txt

diff --git a/configfiles/EventBuilderV2/EBLAPPDConfig b/configfiles/EventBuilderV2/EBLAPPDConfig
index b6981cdec..a81b1ce94 100644
--- a/configfiles/EventBuilderV2/EBLAPPDConfig
+++ b/configfiles/EventBuilderV2/EBLAPPDConfig
@@ -1,4 +1,4 @@
-verbosityEBLAPPD 5
+verbosityEBLAPPD 0
 matchTargetTrigger 14
 matchTolerance_ns 400000
 #matchTolerance_ns 10000
diff --git a/configfiles/EventBuilderV2/EBMRDConfig b/configfiles/EventBuilderV2/EBMRDConfig
index d6f7dcf89..a4797b1f1 100644
--- a/configfiles/EventBuilderV2/EBMRDConfig
+++ b/configfiles/EventBuilderV2/EBMRDConfig
@@ -1,4 +1,4 @@
-verbosityEBMRD 1
+verbosityEBMRD 0
 matchTargetTrigger 8
 matchTolerance_ns 3000000
 matchToAllTriggers 0
diff --git a/configfiles/EventBuilderV2/EBPMTConfig b/configfiles/EventBuilderV2/EBPMTConfig
index dc89bf3fc..57bb72693 100644
--- a/configfiles/EventBuilderV2/EBPMTConfig
+++ b/configfiles/EventBuilderV2/EBPMTConfig
@@ -1,4 +1,4 @@
-verbosityEBPMT 3
+verbosityEBPMT 0
 matchTargetTrigger 46
 matchTolerance_ns 1000
 matchToAllTriggers 1
diff --git a/configfiles/EventBuilderV2/EBSaverConfig b/configfiles/EventBuilderV2/EBSaverConfig
index bb1637547..7cf77b14f 100644
--- a/configfiles/EventBuilderV2/EBSaverConfig
+++ b/configfiles/EventBuilderV2/EBSaverConfig
@@ -1,4 +1,4 @@
-verbosityEBSaver 4
+verbosityEBSaver 1
 
 savePMT 1
 saveMRD 1
diff --git a/configfiles/EventBuilderV2/EBTriggerGrouperConfig b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
index 58694560d..22535618a 100644
--- a/configfiles/EventBuilderV2/EBTriggerGrouperConfig
+++ b/configfiles/EventBuilderV2/EBTriggerGrouperConfig
@@ -1,4 +1,6 @@
-verbosityEBTG 5
+verbosityEBTG 0
+
+# beam triggers are always there, even in AmBe runs. We know they are meaningless to group beam trigger when we know there is 100% no beam, but again redundancy is not bad if it's not harmful
 GroupMode beam
 GroupTolerance 3000000
 GroupTrigWord 14 //undelayed beam
diff --git a/configfiles/EventBuilderV2/my_files.txt b/configfiles/EventBuilderV2/my_files.txt
index 1a62fc0e1..7697d0d84 100644
--- a/configfiles/EventBuilderV2/my_files.txt
+++ b/configfiles/EventBuilderV2/my_files.txt
@@ -1,2 +1,3 @@
-/pnfs/annie/persistent/raw/raw/5039/RAWDataR5039S0p2
-/pnfs/annie/persistent/raw/raw/5039/RAWDataR5039S0p3
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p0
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p1
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p2
diff --git a/configfiles/EventBuilderV2_AmBe/EBLAPPDConfig b/configfiles/EventBuilderV2_AmBe/EBLAPPDConfig
new file mode 100644
index 000000000..a81b1ce94
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/EBLAPPDConfig
@@ -0,0 +1,7 @@
+verbosityEBLAPPD 0
+matchTargetTrigger 14
+matchTolerance_ns 400000
+#matchTolerance_ns 10000
+exePerMatch 500
+
+matchToAllTriggers 0
diff --git a/configfiles/EventBuilderV2_AmBe/EBLoadRawConfig b/configfiles/EventBuilderV2_AmBe/EBLoadRawConfig
new file mode 100644
index 000000000..422353c62
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/EBLoadRawConfig
@@ -0,0 +1,10 @@
+verbosityEBLoadRaw 2
+ReadTriggerOverlap 1
+
+InputFile ./configfiles/EventBuilderV2_AmBe/my_files.txt
+
+LoadPMT 1
+LoadMRD 0
+LoadCTC 1
+LoadLAPPD 0
+
diff --git a/configfiles/EventBuilderV2_AmBe/EBMRDConfig b/configfiles/EventBuilderV2_AmBe/EBMRDConfig
new file mode 100644
index 000000000..a4797b1f1
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/EBMRDConfig
@@ -0,0 +1,5 @@
+verbosityEBMRD 0
+matchTargetTrigger 8
+matchTolerance_ns 3000000
+matchToAllTriggers 0
+exePerMatch 500
diff --git a/configfiles/EventBuilderV2_AmBe/EBPMTConfig b/configfiles/EventBuilderV2_AmBe/EBPMTConfig
new file mode 100644
index 000000000..57bb72693
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/EBPMTConfig
@@ -0,0 +1,4 @@
+verbosityEBPMT 0
+matchTargetTrigger 46
+matchTolerance_ns 1000
+matchToAllTriggers 1
diff --git a/configfiles/EventBuilderV2_AmBe/EBSaverConfig b/configfiles/EventBuilderV2_AmBe/EBSaverConfig
new file mode 100644
index 000000000..d3e1e75c7
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/EBSaverConfig
@@ -0,0 +1,10 @@
+verbosityEBSaver 1
+
+savePMT 1
+saveMRD 0
+saveCTC 1
+saveLAPPD 0
+saveRunInfo 1
+saveBeamInfo 0
+
+beamInfoFileName beamfetcher_tree.root
diff --git a/configfiles/EventBuilderV2_AmBe/EBTriggerGrouperConfig b/configfiles/EventBuilderV2_AmBe/EBTriggerGrouperConfig
new file mode 100644
index 000000000..b00af8388
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/EBTriggerGrouperConfig
@@ -0,0 +1,28 @@
+verbosityEBTG 0
+GroupMode beam
+GroupTolerance 3000000
+GroupTrigWord 14 //undelayed beam
+
+groupBeam 0
+BeamTolerance 25000000
+
+groupCosmic 0
+CosmicTriggerMain 36
+
+groupLaser 0
+LaserTolerance 10000
+
+groupLED 0
+#LEDTriggerMain 31
+#LEDTolerance 10000
+
+groupAmBe 1
+AmBeTolerance 10000 # 10us for testing
+AmBeTriggerMain 11
+
+groupPPS 0
+
+groupNuMI 0
+
+maxNumAllowedInBuffer 20000
+
diff --git a/configfiles/EventBuilderV2_AmBe/LAPPDLoadStoreConfig b/configfiles/EventBuilderV2_AmBe/LAPPDLoadStoreConfig
new file mode 100644
index 000000000..daa420ebe
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/LAPPDLoadStoreConfig
@@ -0,0 +1,39 @@
+ General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 1
+stopEntries 10000000000
+
+DoPedSubtraction 0
+Nboards 6 #Number of pedestal files to be read in
+PedinputfileTXT ../Pedestals/Laser2024Feb/P
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+
+ReadStore 0
+num_vector_data 7795
+num_vector_pps 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 1
+loadOffsets 1
+
+
diff --git a/configfiles/EventBuilderV2_AmBe/MRDDataDecoderConfig b/configfiles/EventBuilderV2_AmBe/MRDDataDecoderConfig
new file mode 100644
index 000000000..d9937ca9a
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/MRDDataDecoderConfig
@@ -0,0 +1,2 @@
+verbosity 0
+DaylightSavingsSpring 1
diff --git a/configfiles/EventBuilderV2_AmBe/PMTDataDecoderConfig b/configfiles/EventBuilderV2_AmBe/PMTDataDecoderConfig
new file mode 100644
index 000000000..cca7bb6b5
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/PMTDataDecoderConfig
@@ -0,0 +1,5 @@
+verbosity 1
+ADCCountsToBuildWaves 0
+Mode Offline
+OffsetVME03 0
+OffsetVME01 0
diff --git a/configfiles/EventBuilderV2_AmBe/PhaseIIADCCalibratorConfig b/configfiles/EventBuilderV2_AmBe/PhaseIIADCCalibratorConfig
new file mode 100644
index 000000000..158dc6ed1
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/PhaseIIADCCalibratorConfig
@@ -0,0 +1,15 @@
+# PhaseIIADCCalibrator config file
+
+verbosity 0
+
+BaselineEstimationType ze3ra_multi
+NumBaselineSamples 15
+NumSubWaveforms 10
+
+SamplesPerBaselineEstimate 2000
+BaselineUncertaintyTolerance 2
+PCritical 0.01
+MakeCalLEDWaveforms 0
+
+EventBuilding 1
+ExecutesPerBuild 10
diff --git a/configfiles/EventBuilderV2_AmBe/PhaseIIADCHitFinderConfig b/configfiles/EventBuilderV2_AmBe/PhaseIIADCHitFinderConfig
new file mode 100644
index 000000000..d183b7b27
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/PhaseIIADCHitFinderConfig
@@ -0,0 +1,10 @@
+verbosity 0
+
+UseLEDWaveforms 0
+
+PulseFindingApproach threshold
+PulseWindowType dynamic
+DefaultADCThreshold 7
+DefaultThresholdType relative
+
+EventBuilding 1
diff --git a/configfiles/EventBuilderV2_AmBe/SaveConfigInfoConfig b/configfiles/EventBuilderV2_AmBe/SaveConfigInfoConfig
new file mode 100644
index 000000000..569dcf758
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/SaveConfigInfoConfig
@@ -0,0 +1,3 @@
+verbosity 5
+OutFileName config_info.txt
+FullDepth 0
diff --git a/configfiles/EventBuilderV2_AmBe/ToolChainConfig b/configfiles/EventBuilderV2_AmBe/ToolChainConfig
new file mode 100644
index 000000000..f3b457d9c
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/ToolChainConfig
@@ -0,0 +1,23 @@
+#ToolChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery #####
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File ./configfiles/EventBuilderV2_AmBe/ToolsConfig
+
+##### Run Type #####
+Inline -1
+Interactive 0
+
diff --git a/configfiles/EventBuilderV2_AmBe/ToolsConfig b/configfiles/EventBuilderV2_AmBe/ToolsConfig
new file mode 100644
index 000000000..47ef4d26f
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/ToolsConfig
@@ -0,0 +1,21 @@
+LoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig
+EBLoadRaw EBLoadRaw ./configfiles/EventBuilderV2_AmBe/EBLoadRawConfig
+
+PMTDataDecoder PMTDataDecoder ./configfiles/EventBuilderV2_AmBe/PMTDataDecoderConfig
+#MRDDataDecoder MRDDataDecoder ./configfiles/EventBuilderV2_AmBe/MRDDataDecoderConfig
+TriggerDataDecoder TriggerDataDecoder ./configfiles/EventBuilderV2_AmBe/TriggerDataDecoderConfig
+#LAPPDLoadStore LAPPDLoadStore ./configfiles/EventBuilderV2_AmBe/LAPPDLoadStoreConfig
+
+PhaseIIADCCalibrator PhaseIIADCCalibrator ./configfiles/EventBuilderV2_AmBe/PhaseIIADCCalibratorConfig
+PhaseIIADCHitFinder PhaseIIADCHitFinder ./configfiles/EventBuilderV2_AmBe/PhaseIIADCHitFinderConfig
+
+EBTriggerGrouper EBTriggerGrouper ./configfiles/EventBuilderV2_AmBe/EBTriggerGrouperConfig
+EBPMT EBPMT ./configfiles/EventBuilderV2_AmBe/EBPMTConfig
+#EBMRD EBMRD ./configfiles/EventBuilderV2_AmBe/EBMRDConfig
+#EBLAPPD EBLAPPD ./configfiles/EventBuilderV2_AmBe/EBLAPPDConfig
+
+SaveConfigInfo SaveConfigInfo ./configfiles/EventBuilderV2_AmBe/SaveConfigInfoConfig
+
+EBSaver EBSaver ./configfiles/EventBuilderV2_AmBe/EBSaverConfig
+
+
diff --git a/configfiles/EventBuilderV2_AmBe/TriggerDataDecoderConfig b/configfiles/EventBuilderV2_AmBe/TriggerDataDecoderConfig
new file mode 100644
index 000000000..a8ef6641f
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/TriggerDataDecoderConfig
@@ -0,0 +1,3 @@
+verbosity 0
+StoreTrigOverlap 0
+ReadTrigOverlap 0
diff --git a/configfiles/EventBuilderV2_AmBe/my_files.txt b/configfiles/EventBuilderV2_AmBe/my_files.txt
new file mode 100644
index 000000000..7697d0d84
--- /dev/null
+++ b/configfiles/EventBuilderV2_AmBe/my_files.txt
@@ -0,0 +1,3 @@
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p0
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p1
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p2
diff --git a/configfiles/EventBuilderV2_cosmic/EBLAPPDConfig b/configfiles/EventBuilderV2_cosmic/EBLAPPDConfig
new file mode 100644
index 000000000..a81b1ce94
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/EBLAPPDConfig
@@ -0,0 +1,7 @@
+verbosityEBLAPPD 0
+matchTargetTrigger 14
+matchTolerance_ns 400000
+#matchTolerance_ns 10000
+exePerMatch 500
+
+matchToAllTriggers 0
diff --git a/configfiles/EventBuilderV2_cosmic/EBLoadRawConfig b/configfiles/EventBuilderV2_cosmic/EBLoadRawConfig
new file mode 100644
index 000000000..e7567be01
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/EBLoadRawConfig
@@ -0,0 +1,10 @@
+verbosityEBLoadRaw 2
+ReadTriggerOverlap 1
+
+InputFile ./configfiles/EventBuilderV2_cosmic/my_files.txt
+
+LoadPMT 1
+LoadMRD 1
+LoadCTC 1
+LoadLAPPD 0
+
diff --git a/configfiles/EventBuilderV2_cosmic/EBMRDConfig b/configfiles/EventBuilderV2_cosmic/EBMRDConfig
new file mode 100644
index 000000000..5edc61080
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/EBMRDConfig
@@ -0,0 +1,5 @@
+verbosityEBMRD 0
+matchTargetTrigger 36
+matchTolerance_ns 3000000
+matchToAllTriggers 0
+exePerMatch 500
diff --git a/configfiles/EventBuilderV2_cosmic/EBPMTConfig b/configfiles/EventBuilderV2_cosmic/EBPMTConfig
new file mode 100644
index 000000000..57bb72693
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/EBPMTConfig
@@ -0,0 +1,4 @@
+verbosityEBPMT 0
+matchTargetTrigger 46
+matchTolerance_ns 1000
+matchToAllTriggers 1
diff --git a/configfiles/EventBuilderV2_cosmic/EBSaverConfig b/configfiles/EventBuilderV2_cosmic/EBSaverConfig
new file mode 100644
index 000000000..09378e248
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/EBSaverConfig
@@ -0,0 +1,10 @@
+verbosityEBSaver 1
+
+savePMT 1
+saveMRD 1
+saveCTC 1
+saveLAPPD 0
+saveRunInfo 1
+saveBeamInfo 0
+
+beamInfoFileName beamfetcher_tree.root
diff --git a/configfiles/EventBuilderV2_cosmic/EBTriggerGrouperConfig b/configfiles/EventBuilderV2_cosmic/EBTriggerGrouperConfig
new file mode 100644
index 000000000..0d8a2cae2
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/EBTriggerGrouperConfig
@@ -0,0 +1,28 @@
+verbosityEBTG 0
+GroupMode beam
+GroupTolerance 3000000
+GroupTrigWord 14 //undelayed beam
+
+groupBeam 0
+BeamTolerance 25000000
+
+groupCosmic 1
+CosmicTriggerMain 36
+
+groupLaser 0
+LaserTolerance 10000
+
+groupLED 0
+#LEDTriggerMain 31
+#LEDTolerance 10000
+
+groupAmBe 0
+AmBeTolerance 10000 # 10us for testing
+AmBeTriggerMain 11
+
+groupPPS 0
+
+groupNuMI 0
+
+maxNumAllowedInBuffer 20000
+
diff --git a/configfiles/EventBuilderV2_cosmic/LAPPDLoadStoreConfig b/configfiles/EventBuilderV2_cosmic/LAPPDLoadStoreConfig
new file mode 100644
index 000000000..daa420ebe
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/LAPPDLoadStoreConfig
@@ -0,0 +1,39 @@
+ General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 1
+stopEntries 10000000000
+
+DoPedSubtraction 0
+Nboards 6 #Number of pedestal files to be read in
+PedinputfileTXT ../Pedestals/Laser2024Feb/P
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+
+ReadStore 0
+num_vector_data 7795
+num_vector_pps 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 1
+loadOffsets 1
+
+
diff --git a/configfiles/EventBuilderV2_cosmic/MRDDataDecoderConfig b/configfiles/EventBuilderV2_cosmic/MRDDataDecoderConfig
new file mode 100644
index 000000000..d9937ca9a
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/MRDDataDecoderConfig
@@ -0,0 +1,2 @@
+verbosity 0
+DaylightSavingsSpring 1
diff --git a/configfiles/EventBuilderV2_cosmic/PMTDataDecoderConfig b/configfiles/EventBuilderV2_cosmic/PMTDataDecoderConfig
new file mode 100644
index 000000000..cca7bb6b5
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/PMTDataDecoderConfig
@@ -0,0 +1,5 @@
+verbosity 1
+ADCCountsToBuildWaves 0
+Mode Offline
+OffsetVME03 0
+OffsetVME01 0
diff --git a/configfiles/EventBuilderV2_cosmic/PhaseIIADCCalibratorConfig b/configfiles/EventBuilderV2_cosmic/PhaseIIADCCalibratorConfig
new file mode 100644
index 000000000..158dc6ed1
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/PhaseIIADCCalibratorConfig
@@ -0,0 +1,15 @@
+# PhaseIIADCCalibrator config file
+
+verbosity 0
+
+BaselineEstimationType ze3ra_multi
+NumBaselineSamples 15
+NumSubWaveforms 10
+
+SamplesPerBaselineEstimate 2000
+BaselineUncertaintyTolerance 2
+PCritical 0.01
+MakeCalLEDWaveforms 0
+
+EventBuilding 1
+ExecutesPerBuild 10
diff --git a/configfiles/EventBuilderV2_cosmic/PhaseIIADCHitFinderConfig b/configfiles/EventBuilderV2_cosmic/PhaseIIADCHitFinderConfig
new file mode 100644
index 000000000..d183b7b27
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/PhaseIIADCHitFinderConfig
@@ -0,0 +1,10 @@
+verbosity 0
+
+UseLEDWaveforms 0
+
+PulseFindingApproach threshold
+PulseWindowType dynamic
+DefaultADCThreshold 7
+DefaultThresholdType relative
+
+EventBuilding 1
diff --git a/configfiles/EventBuilderV2_cosmic/SaveConfigInfoConfig b/configfiles/EventBuilderV2_cosmic/SaveConfigInfoConfig
new file mode 100644
index 000000000..569dcf758
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/SaveConfigInfoConfig
@@ -0,0 +1,3 @@
+verbosity 5
+OutFileName config_info.txt
+FullDepth 0
diff --git a/configfiles/EventBuilderV2_cosmic/ToolChainConfig b/configfiles/EventBuilderV2_cosmic/ToolChainConfig
new file mode 100644
index 000000000..03ab2dfe1
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/ToolChainConfig
@@ -0,0 +1,23 @@
+#ToolChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery #####
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File ./configfiles/EventBuilderV2_cosmic/ToolsConfig
+
+##### Run Type #####
+Inline -1
+Interactive 0
+
diff --git a/configfiles/EventBuilderV2_cosmic/ToolsConfig b/configfiles/EventBuilderV2_cosmic/ToolsConfig
new file mode 100644
index 000000000..22adf1923
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/ToolsConfig
@@ -0,0 +1,24 @@
+LoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig
+EBLoadRaw EBLoadRaw ./configfiles/EventBuilderV2_cosmic/EBLoadRawConfig
+
+
+PMTDataDecoder PMTDataDecoder ./configfiles/EventBuilderV2_cosmic/PMTDataDecoderConfig
+MRDDataDecoder MRDDataDecoder ./configfiles/EventBuilderV2_cosmic/MRDDataDecoderConfig
+TriggerDataDecoder TriggerDataDecoder ./configfiles/EventBuilderV2_cosmic/TriggerDataDecoderConfig
+#LAPPDLoadStore LAPPDLoadStore ./configfiles/EventBuilderV2_cosmic/LAPPDLoadStoreConfig
+
+
+PhaseIIADCCalibrator PhaseIIADCCalibrator ./configfiles/EventBuilderV2_cosmic/PhaseIIADCCalibratorConfig
+PhaseIIADCHitFinder PhaseIIADCHitFinder ./configfiles/EventBuilderV2_cosmic/PhaseIIADCHitFinderConfig
+
+
+EBTriggerGrouper EBTriggerGrouper ./configfiles/EventBuilderV2_cosmic/EBTriggerGrouperConfig
+EBPMT EBPMT ./configfiles/EventBuilderV2_cosmic/EBPMTConfig
+EBMRD EBMRD ./configfiles/EventBuilderV2_cosmic/EBMRDConfig
+#EBLAPPD EBLAPPD ./configfiles/EventBuilderV2_cosmic/EBLAPPDConfig
+
+SaveConfigInfo SaveConfigInfo ./configfiles/EventBuilderV2_cosmic/SaveConfigInfoConfig
+
+EBSaver EBSaver ./configfiles/EventBuilderV2_cosmic/EBSaverConfig
+
+
diff --git a/configfiles/EventBuilderV2_cosmic/TriggerDataDecoderConfig b/configfiles/EventBuilderV2_cosmic/TriggerDataDecoderConfig
new file mode 100644
index 000000000..a8ef6641f
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/TriggerDataDecoderConfig
@@ -0,0 +1,3 @@
+verbosity 0
+StoreTrigOverlap 0
+ReadTrigOverlap 0
diff --git a/configfiles/EventBuilderV2_cosmic/my_files.txt b/configfiles/EventBuilderV2_cosmic/my_files.txt
new file mode 100644
index 000000000..2792b0b48
--- /dev/null
+++ b/configfiles/EventBuilderV2_cosmic/my_files.txt
@@ -0,0 +1,14 @@
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p0
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p1
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p2
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p3
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p4
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p5
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p6
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p7
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p8
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p9
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p10
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p11
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p12
+/pnfs/annie/persistent/raw/raw/5088/RAWDataR5088S0p13
diff --git a/configfiles/EventBuilderV2_laser/EBLAPPDConfig b/configfiles/EventBuilderV2_laser/EBLAPPDConfig
new file mode 100644
index 000000000..a81b1ce94
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/EBLAPPDConfig
@@ -0,0 +1,7 @@
+verbosityEBLAPPD 0
+matchTargetTrigger 14
+matchTolerance_ns 400000
+#matchTolerance_ns 10000
+exePerMatch 500
+
+matchToAllTriggers 0
diff --git a/configfiles/EventBuilderV2_laser/EBLoadRawConfig b/configfiles/EventBuilderV2_laser/EBLoadRawConfig
new file mode 100644
index 000000000..63966d0cb
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/EBLoadRawConfig
@@ -0,0 +1,10 @@
+verbosityEBLoadRaw 2
+ReadTriggerOverlap 1
+
+InputFile ./configfiles/EventBuilderV2/my_files.txt
+
+LoadPMT 1
+LoadMRD 0
+LoadCTC 1
+LoadLAPPD 1
+
diff --git a/configfiles/EventBuilderV2_laser/EBMRDConfig b/configfiles/EventBuilderV2_laser/EBMRDConfig
new file mode 100644
index 000000000..a4797b1f1
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/EBMRDConfig
@@ -0,0 +1,5 @@
+verbosityEBMRD 0
+matchTargetTrigger 8
+matchTolerance_ns 3000000
+matchToAllTriggers 0
+exePerMatch 500
diff --git a/configfiles/EventBuilderV2_laser/EBPMTConfig b/configfiles/EventBuilderV2_laser/EBPMTConfig
new file mode 100644
index 000000000..57bb72693
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/EBPMTConfig
@@ -0,0 +1,4 @@
+verbosityEBPMT 0
+matchTargetTrigger 46
+matchTolerance_ns 1000
+matchToAllTriggers 1
diff --git a/configfiles/EventBuilderV2_laser/EBSaverConfig b/configfiles/EventBuilderV2_laser/EBSaverConfig
new file mode 100644
index 000000000..4753d1a76
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/EBSaverConfig
@@ -0,0 +1,10 @@
+verbosityEBSaver 1
+
+savePMT 1
+saveMRD 0
+saveCTC 1
+saveLAPPD 1
+saveRunInfo 1
+saveBeamInfo 1
+
+beamInfoFileName beamfetcher_tree.root
diff --git a/configfiles/EventBuilderV2_laser/EBTriggerGrouperConfig b/configfiles/EventBuilderV2_laser/EBTriggerGrouperConfig
new file mode 100644
index 000000000..87e6e3976
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/EBTriggerGrouperConfig
@@ -0,0 +1,30 @@
+verbosityEBTG 0
+
+# beam triggers are always there, even in AmBe runs. We know they are meaningless to group beam trigger when we know there is 100% no beam, but again redundancy is not bad if it's not harmful
+GroupMode beam
+GroupTolerance 3000000
+GroupTrigWord 14 //undelayed beam
+
+groupBeam 0
+BeamTolerance 25000000
+
+groupCosmic 0
+CosmicTriggerMain 36
+
+groupLaser 1
+LaserTolerance 10000
+
+groupLED 0
+#LEDTriggerMain 31
+#LEDTolerance 10000
+
+groupAmBe 0
+AmBeTolerance 10000 # 10us for testing
+AmBeTriggerMain 11
+
+groupPPS 0
+
+groupNuMI 0
+
+maxNumAllowedInBuffer 20000
+
diff --git a/configfiles/EventBuilderV2_laser/LAPPDLoadStoreConfig b/configfiles/EventBuilderV2_laser/LAPPDLoadStoreConfig
new file mode 100644
index 000000000..daa420ebe
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/LAPPDLoadStoreConfig
@@ -0,0 +1,39 @@
+ General Parameters
+Nsamples 256 #Number of samples in a waveform
+SampleSize 100 #Sample size for baseline substraction
+TrigChannel 5 #Specified channel the trigger signal will be on
+NUM_VECTOR_METADATA 103 #Fixed META vector size
+LAPPDchannelOffset 1000
+NChannels 30
+
+LAPPDStoreReadInVerbosity 0
+
+mergingModeReadIn 0
+RawDataInputWavLabel RawWaveform
+RawDataOutputWavLabel  RawLAPPDData
+BoardIndexLabel BoardIndex #Label of the vector of read out boards
+
+PsecReceiveMode 1
+stopEntries 10000000000
+
+DoPedSubtraction 0
+Nboards 6 #Number of pedestal files to be read in
+PedinputfileTXT ../Pedestals/Laser2024Feb/P
+PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104
+
+
+Pedinputfile1 ../Pedestals/PEDS_ACDC_board0.txt
+Pedinputfile2 ../Pedestals/PEDS_ACDC_board1.txt
+
+
+ReadStore 0
+num_vector_data 7795
+num_vector_pps 16
+OutputWavLabel RawLAPPDData
+SelectSingleLAPPD false
+SelectedLAPPD 0
+loadPSEC 1
+loadPPS 1
+loadOffsets 1
+
+
diff --git a/configfiles/EventBuilderV2_laser/MRDDataDecoderConfig b/configfiles/EventBuilderV2_laser/MRDDataDecoderConfig
new file mode 100644
index 000000000..d9937ca9a
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/MRDDataDecoderConfig
@@ -0,0 +1,2 @@
+verbosity 0
+DaylightSavingsSpring 1
diff --git a/configfiles/EventBuilderV2_laser/PMTDataDecoderConfig b/configfiles/EventBuilderV2_laser/PMTDataDecoderConfig
new file mode 100644
index 000000000..cca7bb6b5
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/PMTDataDecoderConfig
@@ -0,0 +1,5 @@
+verbosity 1
+ADCCountsToBuildWaves 0
+Mode Offline
+OffsetVME03 0
+OffsetVME01 0
diff --git a/configfiles/EventBuilderV2_laser/PhaseIIADCCalibratorConfig b/configfiles/EventBuilderV2_laser/PhaseIIADCCalibratorConfig
new file mode 100644
index 000000000..158dc6ed1
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/PhaseIIADCCalibratorConfig
@@ -0,0 +1,15 @@
+# PhaseIIADCCalibrator config file
+
+verbosity 0
+
+BaselineEstimationType ze3ra_multi
+NumBaselineSamples 15
+NumSubWaveforms 10
+
+SamplesPerBaselineEstimate 2000
+BaselineUncertaintyTolerance 2
+PCritical 0.01
+MakeCalLEDWaveforms 0
+
+EventBuilding 1
+ExecutesPerBuild 10
diff --git a/configfiles/EventBuilderV2_laser/PhaseIIADCHitFinderConfig b/configfiles/EventBuilderV2_laser/PhaseIIADCHitFinderConfig
new file mode 100644
index 000000000..d183b7b27
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/PhaseIIADCHitFinderConfig
@@ -0,0 +1,10 @@
+verbosity 0
+
+UseLEDWaveforms 0
+
+PulseFindingApproach threshold
+PulseWindowType dynamic
+DefaultADCThreshold 7
+DefaultThresholdType relative
+
+EventBuilding 1
diff --git a/configfiles/EventBuilderV2_laser/SaveConfigInfoConfig b/configfiles/EventBuilderV2_laser/SaveConfigInfoConfig
new file mode 100644
index 000000000..569dcf758
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/SaveConfigInfoConfig
@@ -0,0 +1,3 @@
+verbosity 5
+OutFileName config_info.txt
+FullDepth 0
diff --git a/configfiles/EventBuilderV2_laser/ToolChainConfig b/configfiles/EventBuilderV2_laser/ToolChainConfig
new file mode 100644
index 000000000..51af536df
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/ToolChainConfig
@@ -0,0 +1,23 @@
+#ToolChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery #####
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File ./configfiles/EventBuilderV2_laser/ToolsConfig
+
+##### Run Type #####
+Inline -1
+Interactive 0
+
diff --git a/configfiles/EventBuilderV2_laser/ToolsConfig b/configfiles/EventBuilderV2_laser/ToolsConfig
new file mode 100644
index 000000000..47a99a73a
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/ToolsConfig
@@ -0,0 +1,24 @@
+LoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig
+EBLoadRaw EBLoadRaw ./configfiles/EventBuilderV2_laser/EBLoadRawConfig
+
+
+PMTDataDecoder PMTDataDecoder ./configfiles/EventBuilderV2_laser/PMTDataDecoderConfig
+#MRDDataDecoder MRDDataDecoder ./configfiles/EventBuilderV2_laser/MRDDataDecoderConfig
+TriggerDataDecoder TriggerDataDecoder ./configfiles/EventBuilderV2_laser/TriggerDataDecoderConfig
+LAPPDLoadStore LAPPDLoadStore ./configfiles/EventBuilderV2_laser/LAPPDLoadStoreConfig
+
+
+PhaseIIADCCalibrator PhaseIIADCCalibrator ./configfiles/EventBuilderV2_laser/PhaseIIADCCalibratorConfig
+PhaseIIADCHitFinder PhaseIIADCHitFinder ./configfiles/EventBuilderV2_laser/PhaseIIADCHitFinderConfig
+
+
+EBTriggerGrouper EBTriggerGrouper ./configfiles/EventBuilderV2_laser/EBTriggerGrouperConfig
+EBPMT EBPMT ./configfiles/EventBuilderV2_laser/EBPMTConfig
+#EBMRD EBMRD ./configfiles/EventBuilderV2_laser/EBMRDConfig
+EBLAPPD EBLAPPD ./configfiles/EventBuilderV2_laser/EBLAPPDConfig
+
+SaveConfigInfo SaveConfigInfo ./configfiles/EventBuilderV2_laser/SaveConfigInfoConfig
+
+EBSaver EBSaver ./configfiles/EventBuilderV2_laser/EBSaverConfig
+
+
diff --git a/configfiles/EventBuilderV2_laser/TriggerDataDecoderConfig b/configfiles/EventBuilderV2_laser/TriggerDataDecoderConfig
new file mode 100644
index 000000000..a8ef6641f
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/TriggerDataDecoderConfig
@@ -0,0 +1,3 @@
+verbosity 0
+StoreTrigOverlap 0
+ReadTrigOverlap 0
diff --git a/configfiles/EventBuilderV2_laser/my_files.txt b/configfiles/EventBuilderV2_laser/my_files.txt
new file mode 100644
index 000000000..7697d0d84
--- /dev/null
+++ b/configfiles/EventBuilderV2_laser/my_files.txt
@@ -0,0 +1,3 @@
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p0
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p1
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p2

From 1377e0ecaf1e4b01472a25e7e5b36dced9242d55 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Thu, 14 Nov 2024 12:24:38 -0600
Subject: [PATCH 108/163] ANNIEEventTreeMaker Config file creation scripts

Adjusted the python scripts that generate the Config file to include run type, avoiding the need to have separate toolchains for different run types
---
 configfiles/BeamClusterAnalysis/config.py     | 40 +++++++++++++++----
 .../BeamClusterAnalysis/configLAPPD.py        | 29 +++++++++++---
 2 files changed, 56 insertions(+), 13 deletions(-)

diff --git a/configfiles/BeamClusterAnalysis/config.py b/configfiles/BeamClusterAnalysis/config.py
index 503d6c38c..a32c21ee7 100644
--- a/configfiles/BeamClusterAnalysis/config.py
+++ b/configfiles/BeamClusterAnalysis/config.py
@@ -3,6 +3,7 @@
 run = sys.argv[1]
 pi = sys.argv[2]
 pf = sys.argv[3]
+run_type = sys.argv[4]
 
 file = open('ANNIEEventTreeMakerConfig', "w")
 
@@ -10,17 +11,27 @@
 file.write('\n')
 file.write('fillAllTriggers 1\n')
 file.write('fill_singleTrigger 0\n')
+file.write('fill_singleTriggerWord 0\n')
 file.write('fillLAPPDEventsOnly 0\n')
 file.write('TankCluster_fill 1\n')
 file.write('cluster_TankHitInfo_fill 1\n')
 file.write('\n')
 file.write('OutputFile BeamCluster_' + str(run) + '_' + str(pi) + '_' + str(pf) + '.ntuple.root\n')
 file.write('TankClusterProcessing 1\n')
-file.write('MRDClusterProcessing 1\n')
 file.write('TriggerProcessing 1\n')
 file.write('TankHitInfo_fill 1\n')
-file.write('MRDHitInfo_fill 1\n')
-file.write('MRDReco_fill 1\n')
+file.write('\n')
+
+if run_type == 'beam' or run_type == 'cosmic':
+    file.write('MRDClusterProcessing 1\n')
+    file.write('MRDHitInfo_fill 1\n')
+    file.write('MRDReco_fill 1\n')
+else:
+    file.write('MRDClusterProcessing 0\n')
+    file.write('MRDHitInfo_fill 0\n')
+    file.write('MRDReco_fill 0\n')
+file.write('\n')
+
 file.write('SiPMPulseInfo_fill 0\n')
 file.write('fillCleanEventsOnly 0\n')
 file.write('MCTruth_fill 0\n')
@@ -28,12 +39,25 @@
 file.write('TankReco_fill 0\n')
 file.write('RecoDebug_fill 0\n')
 file.write('muonTruthRecoDiff_fill 0\n')
-file.write('IsData 1\n')
+file.write('isData 1\n')
 file.write('HasGenie 0')
+file.write('LAPPD_MC_fill 0\n')
 file.write('\n')
-file.write('LAPPDData_fill 1\n')
-file.write('LAPPDReco_fill 1\n')
-file.write('RWMBRF_fill 1\n')
-file.write('LAPPD_PPS_fill 1\n')
+
+if run_type == 'beam' or run_type == 'laser':
+    file.write('LAPPDData_fill 1\n')
+    file.write('LAPPDReco_fill 1\n')
+    file.write('LAPPD_PPS_fill 1\n')
+    file.write('LAPPD_Waveform_fill 1\n')
+else:
+    file.write('LAPPDData_fill 0\n')
+    file.write('LAPPDReco_fill 0\n')
+    file.write('LAPPD_PPS_fill 0\n')
+    file.write('LAPPD_Waveform_fill 0\n')
+
+if run_type == 'beam':
+    file.write('RWMBRF_fill 1\n')
+else:
+    file.write('RWMBRF_fill 0\n')
 
 file.close()
diff --git a/configfiles/BeamClusterAnalysis/configLAPPD.py b/configfiles/BeamClusterAnalysis/configLAPPD.py
index ebc81f50d..108b577ce 100644
--- a/configfiles/BeamClusterAnalysis/configLAPPD.py
+++ b/configfiles/BeamClusterAnalysis/configLAPPD.py
@@ -3,6 +3,7 @@
 run = sys.argv[1]
 pi = sys.argv[2]
 pf = sys.argv[3]
+run_type = sys.argv[4]
 
 file = open('ANNIEEventTreeMakerConfig', "w")
 
@@ -10,17 +11,28 @@
 file.write('\n')
 file.write('fillAllTriggers 1\n')
 file.write('fill_singleTrigger 0\n')
+file.write('fill_singleTriggerWord 0\n')
 file.write('fillLAPPDEventsOnly 0\n')
 file.write('TankCluster_fill 1\n')
 file.write('cluster_TankHitInfo_fill 1\n')
 file.write('\n')
 file.write('OutputFile BeamCluster_LAPPD_' + str(run) + '_' + str(pi) + '_' + str(pf) + '.ntuple.root\n')
 file.write('TankClusterProcessing 1\n')
-file.write('MRDClusterProcessing 1\n')
 file.write('TriggerProcessing 1\n')
 file.write('TankHitInfo_fill 1\n')
-file.write('MRDHitInfo_fill 1\n')
-file.write('MRDReco_fill 1\n')
+file.write('\n')
+
+# if we are running the LAPPDs at this stage, it is either a laser or beam run. Only beam runs need MRD info
+if run_type == 'beam':
+    file.write('MRDClusterProcessing 1\n')
+    file.write('MRDHitInfo_fill 1\n')
+    file.write('MRDReco_fill 1\n')
+else:
+    file.write('MRDClusterProcessing 0\n')
+    file.write('MRDHitInfo_fill 0\n')
+    file.write('MRDReco_fill 0\n')
+file.write('\n')
+
 file.write('SiPMPulseInfo_fill 0\n')
 file.write('fillCleanEventsOnly 0\n')
 file.write('MCTruth_fill 0\n')
@@ -28,12 +40,19 @@
 file.write('TankReco_fill 0\n')
 file.write('RecoDebug_fill 0\n')
 file.write('muonTruthRecoDiff_fill 0\n')
-file.write('IsData 1\n')
+file.write('isData 1\n')
 file.write('HasGenie 0')
+file.write('LAPPD_MC_fill 0\n')
 file.write('\n')
+
 file.write('LAPPDData_fill 1\n')
 file.write('LAPPDReco_fill 1\n')
-file.write('RWMBRF_fill 1\n')
 file.write('LAPPD_PPS_fill 1\n')
+file.write('LAPPD_Waveform_fill 1\n')
+
+if run_type == 'beam':
+    file.write('RWMBRF_fill 1\n')
+else:
+    file.write('RWMBRF_fill 0\n')
 
 file.close()

From 4974d574fd4e5440281e70958945b23b183e4253 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 18 Dec 2024 09:11:04 -0600
Subject: [PATCH 109/163] Update EBSaver.h

Marvin has recommended to initialize this to 0 to remedy the inconsistent printed total number of events we sometimes see, depending if you do `make` or `make -jn`.
---
 UserTools/EBSaver/EBSaver.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/UserTools/EBSaver/EBSaver.h b/UserTools/EBSaver/EBSaver.h
index 57a960f7d..f2dedb5f6 100644
--- a/UserTools/EBSaver/EBSaver.h
+++ b/UserTools/EBSaver/EBSaver.h
@@ -105,7 +105,7 @@ class EBSaver : public Tool
 
     int savePerExe;
 
-    int TotalBuiltEventsNumber;
+    int TotalBuiltEventsNumber = 0;
     int TotalBuiltPMTNumber;
     int TotalBuiltMRDNumber;
     int TotalBuiltLAPPDNumber;

From 8719960bda7dc57b28d9d30f36a65a185f99fc97 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 13 Jan 2025 13:35:07 -0600
Subject: [PATCH 110/163] Config script creator update

Added an additional step to generate the ToolsConfig, which will help in running the toolchain over different run types
---
 configfiles/BeamClusterAnalysis/config.py     | 38 +++++++++++++++++--
 .../BeamClusterAnalysis/configLAPPD.py        |  4 +-
 2 files changed, 37 insertions(+), 5 deletions(-)

diff --git a/configfiles/BeamClusterAnalysis/config.py b/configfiles/BeamClusterAnalysis/config.py
index a32c21ee7..59b316b2f 100644
--- a/configfiles/BeamClusterAnalysis/config.py
+++ b/configfiles/BeamClusterAnalysis/config.py
@@ -5,6 +5,9 @@
 pf = sys.argv[3]
 run_type = sys.argv[4]
 
+# Create TreeMaker config and ToolsConfig based on run type
+
+# -------------------------------------------
 file = open('ANNIEEventTreeMakerConfig', "w")
 
 file.write('ANNIEEventTreeMakerVerbosity 0\n')
@@ -22,7 +25,7 @@
 file.write('TankHitInfo_fill 1\n')
 file.write('\n')
 
-if run_type == 'beam' or run_type == 'cosmic':
+if run_type == 'beam' or run_type == 'cosmic' or run_type == 'beam_39':
     file.write('MRDClusterProcessing 1\n')
     file.write('MRDHitInfo_fill 1\n')
     file.write('MRDReco_fill 1\n')
@@ -44,7 +47,7 @@
 file.write('LAPPD_MC_fill 0\n')
 file.write('\n')
 
-if run_type == 'beam' or run_type == 'laser':
+if run_type == 'beam' or run_type == 'laser' or run_type == 'beam_39':
     file.write('LAPPDData_fill 1\n')
     file.write('LAPPDReco_fill 1\n')
     file.write('LAPPD_PPS_fill 1\n')
@@ -55,9 +58,38 @@
     file.write('LAPPD_PPS_fill 0\n')
     file.write('LAPPD_Waveform_fill 0\n')
 
-if run_type == 'beam':
+if run_type == 'beam' or run_type == 'beam_39':
     file.write('RWMBRF_fill 1\n')
 else:
     file.write('RWMBRF_fill 0\n')
 
 file.close()
+
+
+# -------------------------------------------
+file2 = open('ToolsConfig', "w")
+
+file2.write('myLoadANNIEEvent LoadANNIEEvent ./configfiles/BeamClusterAnalysis/LoadANNIEEventConfig\n')
+file2.write('myLoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig\n')
+
+if run_type == 'beam' or run_type == 'cosmic' or run_type == 'beam_39':
+    file2.write('myTimeClustering TimeClustering configfiles/BeamClusterAnalysis/TimeClusteringConfig\n')
+    file2.write('myFindMrdTracks FindMrdTracks configfiles/BeamClusterAnalysis/FindMrdTracksConfig\n')
+
+file2.write('myClusterFinder ClusterFinder ./configfiles/BeamClusterAnalysis/ClusterFinderConfig\n')
+file2.write('myClusterClassifiers ClusterClassifiers ./configfiles/BeamClusterAnalysis/ClusterClassifiersConfig\n')
+file2.write('myEventSelector EventSelector ./configfiles/BeamClusterAnalysis/EventSelectorConfig\n')
+
+if run_type == 'beam' or run_type == 'laser' or run_type == 'beam_39':
+    file2.write('LAPPDLoadStore LAPPDLoadStore configfiles/LAPPDProcessedAna/Configs\n')
+    file2.write('LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDProcessedAna/ConfigStoreReadIn\n')
+    file2.write('LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDProcessedAna/ConfigPreProcess\n')
+    file2.write('LAPPDBaseline LAPPDBaseline configfiles/LAPPDProcessedAna/ConfigPreProcess\n')
+    file2.write('LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot\n')
+
+if run_type == 'beam' or run_type == 'beam_39':
+    file2.write('FitRWMWaveform FitRWMWaveform ./configfiles/BeamClusterAnalysis/FitRWMWaveformConfig\n')
+
+file2.write('ANNIEEventTreeMaker ANNIEEventTreeMaker ./configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig\n')
+
+file2.close()
diff --git a/configfiles/BeamClusterAnalysis/configLAPPD.py b/configfiles/BeamClusterAnalysis/configLAPPD.py
index 108b577ce..d30d32010 100644
--- a/configfiles/BeamClusterAnalysis/configLAPPD.py
+++ b/configfiles/BeamClusterAnalysis/configLAPPD.py
@@ -23,7 +23,7 @@
 file.write('\n')
 
 # if we are running the LAPPDs at this stage, it is either a laser or beam run. Only beam runs need MRD info
-if run_type == 'beam':
+if run_type == 'beam' or run_type == 'beam_39':
     file.write('MRDClusterProcessing 1\n')
     file.write('MRDHitInfo_fill 1\n')
     file.write('MRDReco_fill 1\n')
@@ -50,7 +50,7 @@
 file.write('LAPPD_PPS_fill 1\n')
 file.write('LAPPD_Waveform_fill 1\n')
 
-if run_type == 'beam':
+if run_type == 'beam' or run_type == 'beam_39':
     file.write('RWMBRF_fill 1\n')
 else:
     file.write('RWMBRF_fill 0\n')

From eac9b03addf588d92d3ec0c86d25d39699d14598 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Fri, 17 Jan 2025 11:14:58 -0600
Subject: [PATCH 111/163] Update config.py

forgot new line
---
 configfiles/BeamClusterAnalysis/config.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/BeamClusterAnalysis/config.py b/configfiles/BeamClusterAnalysis/config.py
index 59b316b2f..4db0b0871 100644
--- a/configfiles/BeamClusterAnalysis/config.py
+++ b/configfiles/BeamClusterAnalysis/config.py
@@ -43,7 +43,7 @@
 file.write('RecoDebug_fill 0\n')
 file.write('muonTruthRecoDiff_fill 0\n')
 file.write('isData 1\n')
-file.write('HasGenie 0')
+file.write('HasGenie 0\n')
 file.write('LAPPD_MC_fill 0\n')
 file.write('\n')
 

From 04964af09598e07fc6b4b782a724e18a9f694b72 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Fri, 17 Jan 2025 11:15:12 -0600
Subject: [PATCH 112/163] Update configLAPPD.py

---
 configfiles/BeamClusterAnalysis/configLAPPD.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/BeamClusterAnalysis/configLAPPD.py b/configfiles/BeamClusterAnalysis/configLAPPD.py
index d30d32010..7f9a24efe 100644
--- a/configfiles/BeamClusterAnalysis/configLAPPD.py
+++ b/configfiles/BeamClusterAnalysis/configLAPPD.py
@@ -41,7 +41,7 @@
 file.write('RecoDebug_fill 0\n')
 file.write('muonTruthRecoDiff_fill 0\n')
 file.write('isData 1\n')
-file.write('HasGenie 0')
+file.write('HasGenie 0\n')
 file.write('LAPPD_MC_fill 0\n')
 file.write('\n')
 

From f418e6703b28a59052552fc66b21e7fee8c2cd74 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Sun, 19 Jan 2025 14:50:21 -0600
Subject: [PATCH 113/163] Add debug info to print channel keys, leave them
 commented for possible debug purpose Add event index for LAPPDLoadStore to
 correctly load event offsets. If there are multiple LAPPDs in one part file
 but the frequency of triggering is very different, previous indexing will
 give unexpected bug

---
 UserTools/EBPMT/EBPMT.cpp                   |  12 ++-
 UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp | 104 +++++++++++++-------
 UserTools/LAPPDLoadStore/LAPPDLoadStore.h   |   4 +
 3 files changed, 81 insertions(+), 39 deletions(-)

diff --git a/UserTools/EBPMT/EBPMT.cpp b/UserTools/EBPMT/EBPMT.cpp
index 641507833..72b21cb3f 100644
--- a/UserTools/EBPMT/EBPMT.cpp
+++ b/UserTools/EBPMT/EBPMT.cpp
@@ -124,6 +124,16 @@ bool EBPMT::Execute()
 
     Log("EBPMT: ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " >= NumWavesInCompleteSet = " + std::to_string(NumWavesInCompleteSet) + " or AlmostCompleteWaveforms.at(PMTCounterTimeNs) = " + std::to_string(AlmostCompleteWaveforms[PMTCounterTimeNs] >= 5), v_debug, verbosityEBPMT);
 
+
+    // print all elements in vector<unsigned long> ChannelKey
+//    cout<<"EBPMT: ChannelKey: ";
+//    for (unsigned long ch : ChannelKey)
+//    {
+//      cout<<ch<<", ";
+//    }
+//    cout<<endl;
+
+
     if (ChannelKey.size() >= NumWavesInCompleteSet || ((ChannelKey.size() == NumWavesInCompleteSet - 1) && (AlmostCompleteWaveforms[PMTCounterTimeNs] >= 5)))
     {
       Log("EBPMT: Emplace hit map to FinishedHits, ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " >= NumWavesInCompleteSet = " + std::to_string(NumWavesInCompleteSet) + " or AlmostCompleteWaveforms.at(PMTCounterTimeNs) = " + std::to_string(AlmostCompleteWaveforms.at(PMTCounterTimeNs) >= 5), v_debug, verbosityEBPMT);
@@ -481,4 +491,4 @@ void EBPMT::CorrectVMEOffset()
     }
   }
   Log("EBPMT: Corrected VME Offset for " + std::to_string(correctionApplied) + " timestamps", v_message, verbosityEBPMT);
-}
\ No newline at end of file
+}
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
index 92edebf4d..d41d16ab3 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.cpp
@@ -140,6 +140,7 @@ bool LAPPDLoadStore::Initialise(std::string configfile, DataModel &data)
     m_data->Stores["ANNIEEvent"]->Set("isBLsubtracted", isBLsub);
     m_data->Stores["ANNIEEvent"]->Set("isCFD", isCFD);
 
+    LAPPDEventIndex_ID = {0, 0, 0, 0, 0}; // initialize for five LAPPDs
     if (loadOffsets)
         LoadOffsetsAndCorrections();
     if (LAPPDStoreReadInVerbosity > 11)
@@ -870,7 +871,7 @@ bool LAPPDLoadStore::LoadData()
                 }
                 ReadBoards = dat.BoardIndex;
                 Raw_buffer = dat.RawWaveform;
-                if(Raw_buffer.size() == 0 || ReadBoards.size() == 0)
+                if (Raw_buffer.size() == 0 || ReadBoards.size() == 0)
                 {
                     cout << "LAPPD Load Store, find Raw buffer size == 0 or ReadBoards size == 0" << endl;
                     return false;
@@ -1131,6 +1132,19 @@ bool LAPPDLoadStore::ParsePSECData()
             return false;
         }
     }
+
+
+    LAPPDEventIndex_ID[LAPPD_ID] += 1;
+    if (LAPPDStoreReadInVerbosity > 1)
+    {
+        cout << "Adding one new event with LAPPD_ID = " << LAPPD_ID << " to the LAPPDEventIndex_ID, now it is: " << endl;
+        for (int i = 0; i < LAPPDEventIndex_ID.size(); i++)
+        {
+            cout <<  LAPPDEventIndex_ID[i] << ", " << endl;
+        }
+        cout << endl;
+    }
+
     if (LAPPDStoreReadInVerbosity > 2)
         cout << "Parsed all boards for this event finished" << endl;
     return true;
@@ -1140,6 +1154,8 @@ bool LAPPDLoadStore::DoPedestalSubtract()
 {
     if (LAPPDStoreReadInVerbosity > 0)
         cout << "LAPPDLoadStore::DoPedestalSubtract()" << endl;
+    if (DoPedSubtract == 0)
+        return true;
     Waveform<double> tmpWave;
     vector<Waveform<double>> VecTmpWave;
     int pedval, val;
@@ -1276,6 +1292,14 @@ void LAPPDLoadStore::SaveTimeStamps()
 
 void LAPPDLoadStore::SaveOffsets()
 {
+    int LoadingOffsetID = LAPPD_ID;
+    if(LoadingOffsetID+1 > LAPPDEventIndex_ID.size())
+    {
+        LAPPDEventIndex_ID.resize(LoadingOffsetID+1);
+    }
+    int GetOffsetIndex_byID = LAPPDEventIndex_ID[LoadingOffsetID];
+    if(LAPPDStoreReadInVerbosity>0)
+        cout << "LAPPDStoreReadIn, SavingOffsets, LoadingOffset for LAPPD_ID: " << LoadingOffsetID << ", OffsetIndex of this event: " << GetOffsetIndex_byID << endl;
 
     std::string key = std::to_string(runNumber) + "_" + std::to_string(subRunNumber) + "_" + std::to_string(partFileNumber) + "_" + std::to_string(LAPPD_ID);
 
@@ -1294,9 +1318,9 @@ void LAPPDLoadStore::SaveOffsets()
     int TS_PPSMissing = 0;
 
     // Check if the key exists and the index is within range for BGCorrections
-    if (BGCorrections.find(key) != BGCorrections.end() && eventNumberInPF < BGCorrections[key].size())
+    if (BGCorrections.find(key) != BGCorrections.end() && GetOffsetIndex_byID < BGCorrections[key].size())
     {
-        LAPPDBGCorrection = BGCorrections[key][eventNumberInPF];
+        LAPPDBGCorrection = BGCorrections[key][GetOffsetIndex_byID];
     }
     else
     {
@@ -1306,14 +1330,14 @@ void LAPPDLoadStore::SaveOffsets()
         }
         else
         {
-            std::cerr << "Error: eventNumberInPF out of range for BGCorrections with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for BGCorrections with key: " << key << std::endl;
         }
     }
 
     // Repeat the checks for TSCorrections, Offsets_minus_ps, and Offsets
-    if (TSCorrections.find(key) != TSCorrections.end() && eventNumberInPF < TSCorrections[key].size())
+    if (TSCorrections.find(key) != TSCorrections.end() && GetOffsetIndex_byID < TSCorrections[key].size())
     {
-        LAPPDTSCorrection = TSCorrections[key][eventNumberInPF];
+        LAPPDTSCorrection = TSCorrections[key][GetOffsetIndex_byID];
     }
     else
     {
@@ -1323,13 +1347,13 @@ void LAPPDLoadStore::SaveOffsets()
         }
         else
         {
-            std::cerr << "Error: eventNumberInPF out of range for TSCorrections with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for TSCorrections with key: " << key << std::endl;
         }
     }
 
-    if (Offsets_minus_ps.find(key) != Offsets_minus_ps.end() && eventNumberInPF < Offsets_minus_ps[key].size())
+    if (Offsets_minus_ps.find(key) != Offsets_minus_ps.end() && GetOffsetIndex_byID < Offsets_minus_ps[key].size())
     {
-        LAPPDOffset_minus_ps = Offsets_minus_ps[key][eventNumberInPF];
+        LAPPDOffset_minus_ps = Offsets_minus_ps[key][GetOffsetIndex_byID];
     }
     else
     {
@@ -1339,13 +1363,13 @@ void LAPPDLoadStore::SaveOffsets()
         }
         else
         {
-            std::cerr << "Error: eventNumberInPF out of range for Offsets_minus_ps with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for Offsets_minus_ps with key: " << key << std::endl;
         }
     }
 
-    if (Offsets.find(key) != Offsets.end() && eventNumberInPF < Offsets[key].size())
+    if (Offsets.find(key) != Offsets.end() && GetOffsetIndex_byID < Offsets[key].size())
     {
-        LAPPDOffset = Offsets[key][eventNumberInPF];
+        LAPPDOffset = Offsets[key][GetOffsetIndex_byID];
     }
     else
     {
@@ -1355,104 +1379,104 @@ void LAPPDLoadStore::SaveOffsets()
         }
         else
         {
-            std::cerr << "Error: eventNumberInPF out of range for Offsets with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for Offsets with key: " << key << std::endl;
         }
     }
 
-    if (BG_PPSBefore_loaded.find(key) != BG_PPSBefore_loaded.end() && eventNumberInPF < BG_PPSBefore_loaded[key].size())
+    if (BG_PPSBefore_loaded.find(key) != BG_PPSBefore_loaded.end() && GetOffsetIndex_byID < BG_PPSBefore_loaded[key].size())
     {
-        BG_PPSBefore = BG_PPSBefore_loaded[key][eventNumberInPF];
+        BG_PPSBefore = BG_PPSBefore_loaded[key][GetOffsetIndex_byID];
     }
     else
     {
         if (BG_PPSBefore_loaded.find(key) == BG_PPSBefore_loaded.end())
             std::cerr << "Error: Key not found in BG_PPSBefore_loaded: " << key << std::endl;
         else
-            std::cerr << "Error: eventNumberInPF out of range for BG_PPSBefore_loaded with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for BG_PPSBefore_loaded with key: " << key << std::endl;
     }
 
-    if (BG_PPSAfter_loaded.find(key) != BG_PPSAfter_loaded.end() && eventNumberInPF < BG_PPSAfter_loaded[key].size())
+    if (BG_PPSAfter_loaded.find(key) != BG_PPSAfter_loaded.end() && GetOffsetIndex_byID < BG_PPSAfter_loaded[key].size())
     {
-        BG_PPSAfter = BG_PPSAfter_loaded[key][eventNumberInPF];
+        BG_PPSAfter = BG_PPSAfter_loaded[key][GetOffsetIndex_byID];
     }
     else
     {
         if (BG_PPSAfter_loaded.find(key) == BG_PPSAfter_loaded.end())
             std::cerr << "Error: Key not found in BG_PPSAfter_loaded: " << key << std::endl;
         else
-            std::cerr << "Error: eventNumberInPF out of range for BG_PPSAfter_loaded with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for BG_PPSAfter_loaded with key: " << key << std::endl;
     }
 
-    if (BG_PPSDiff_loaded.find(key) != BG_PPSDiff_loaded.end() && eventNumberInPF < BG_PPSDiff_loaded[key].size())
+    if (BG_PPSDiff_loaded.find(key) != BG_PPSDiff_loaded.end() && GetOffsetIndex_byID < BG_PPSDiff_loaded[key].size())
     {
-        BG_PPSDiff = BG_PPSDiff_loaded[key][eventNumberInPF];
+        BG_PPSDiff = BG_PPSDiff_loaded[key][GetOffsetIndex_byID];
     }
     else
     {
         if (BG_PPSDiff_loaded.find(key) == BG_PPSDiff_loaded.end())
             std::cerr << "Error: Key not found in BG_PPSDiff_loaded: " << key << std::endl;
         else
-            std::cerr << "Error: eventNumberInPF out of range for BG_PPSDiff_loaded with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for BG_PPSDiff_loaded with key: " << key << std::endl;
     }
 
-    if (BG_PPSMissing_loaded.find(key) != BG_PPSMissing_loaded.end() && eventNumberInPF < BG_PPSMissing_loaded[key].size())
+    if (BG_PPSMissing_loaded.find(key) != BG_PPSMissing_loaded.end() && GetOffsetIndex_byID < BG_PPSMissing_loaded[key].size())
     {
-        BG_PPSMissing = BG_PPSMissing_loaded[key][eventNumberInPF];
+        BG_PPSMissing = BG_PPSMissing_loaded[key][GetOffsetIndex_byID];
     }
     else
     {
         if (BG_PPSMissing_loaded.find(key) == BG_PPSMissing_loaded.end())
             std::cerr << "Error: Key not found in BG_PPSMissing_loaded: " << key << std::endl;
         else
-            std::cerr << "Error: eventNumberInPF out of range for BG_PPSMissing_loaded with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for BG_PPSMissing_loaded with key: " << key << std::endl;
     }
 
-    if (TS_PPSBefore_loaded.find(key) != TS_PPSBefore_loaded.end() && eventNumberInPF < TS_PPSBefore_loaded[key].size())
+    if (TS_PPSBefore_loaded.find(key) != TS_PPSBefore_loaded.end() && GetOffsetIndex_byID < TS_PPSBefore_loaded[key].size())
     {
-        TS_PPSBefore = TS_PPSBefore_loaded[key][eventNumberInPF];
+        TS_PPSBefore = TS_PPSBefore_loaded[key][GetOffsetIndex_byID];
     }
     else
     {
         if (TS_PPSBefore_loaded.find(key) == TS_PPSBefore_loaded.end())
             std::cerr << "Error: Key not found in TS_PPSBefore_loaded: " << key << std::endl;
         else
-            std::cerr << "Error: eventNumberInPF out of range for TS_PPSBefore_loaded with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for TS_PPSBefore_loaded with key: " << key << std::endl;
     }
 
-    if (TS_PPSAfter_loaded.find(key) != TS_PPSAfter_loaded.end() && eventNumberInPF < TS_PPSAfter_loaded[key].size())
+    if (TS_PPSAfter_loaded.find(key) != TS_PPSAfter_loaded.end() && GetOffsetIndex_byID < TS_PPSAfter_loaded[key].size())
     {
-        TS_PPSAfter = TS_PPSAfter_loaded[key][eventNumberInPF];
+        TS_PPSAfter = TS_PPSAfter_loaded[key][GetOffsetIndex_byID];
     }
     else
     {
         if (TS_PPSAfter_loaded.find(key) == TS_PPSAfter_loaded.end())
             std::cerr << "Error: Key not found in TS_PPSAfter_loaded: " << key << std::endl;
         else
-            std::cerr << "Error: eventNumberInPF out of range for TS_PPSAfter_loaded with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for TS_PPSAfter_loaded with key: " << key << std::endl;
     }
 
-    if (TS_PPSDiff_loaded.find(key) != TS_PPSDiff_loaded.end() && eventNumberInPF < TS_PPSDiff_loaded[key].size())
+    if (TS_PPSDiff_loaded.find(key) != TS_PPSDiff_loaded.end() && GetOffsetIndex_byID < TS_PPSDiff_loaded[key].size())
     {
-        TS_PPSDiff = TS_PPSDiff_loaded[key][eventNumberInPF];
+        TS_PPSDiff = TS_PPSDiff_loaded[key][GetOffsetIndex_byID];
     }
     else
     {
         if (TS_PPSDiff_loaded.find(key) == TS_PPSDiff_loaded.end())
             std::cerr << "Error: Key not found in TS_PPSDiff_loaded: " << key << std::endl;
         else
-            std::cerr << "Error: eventNumberInPF out of range for TS_PPSDiff_loaded with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for TS_PPSDiff_loaded with key: " << key << std::endl;
     }
 
-    if (TS_PPSMissing_loaded.find(key) != TS_PPSMissing_loaded.end() && eventNumberInPF < TS_PPSMissing_loaded[key].size())
+    if (TS_PPSMissing_loaded.find(key) != TS_PPSMissing_loaded.end() && GetOffsetIndex_byID < TS_PPSMissing_loaded[key].size())
     {
-        TS_PPSMissing = TS_PPSMissing_loaded[key][eventNumberInPF];
+        TS_PPSMissing = TS_PPSMissing_loaded[key][GetOffsetIndex_byID];
     }
     else
     {
         if (TS_PPSMissing_loaded.find(key) == TS_PPSMissing_loaded.end())
             std::cerr << "Error: Key not found in TS_PPSMissing_loaded: " << key << std::endl;
         else
-            std::cerr << "Error: eventNumberInPF out of range for TS_PPSMissing_loaded with key: " << key << std::endl;
+            std::cerr << "Error: GetOffsetIndex_byID out of range for TS_PPSMissing_loaded with key: " << key << std::endl;
     }
 
     // start to fill data
@@ -1536,7 +1560,6 @@ void LAPPDLoadStore::LoadOffsetsAndCorrections()
     tree->SetBranchAddress("TS_driftCorrection_ns", &TS_driftCorrection_ns);
     tree->SetBranchAddress("BG_driftCorrection_ns", &BG_driftCorrection_ns);
 
-
     Long64_t nentries = tree->GetEntries();
     cout << "LAPPDStoreReadIn Loading offsets and corrections, total entries: " << nentries << endl;
     for (Long64_t i = 0; i < nentries; ++i)
@@ -1602,6 +1625,11 @@ void LAPPDLoadStore::LoadRunInfo()
     if (partFileNumber != PFNumberBeforeGet)
     {
         eventNumberInPF = 0;
+        // also set all value of LAPPDEventIndex_ID to be 0
+        for (int i = 0; i < LAPPDEventIndex_ID.size(); i++)
+        {
+            LAPPDEventIndex_ID[i] = 0;
+        }
     }
     else
     {
diff --git a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
index 3f0a91140..3deb5eea4 100644
--- a/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
+++ b/UserTools/LAPPDLoadStore/LAPPDLoadStore.h
@@ -140,6 +140,10 @@ class LAPPDLoadStore : public Tool
     std::map<uint64_t, int> LAPPDBGCorrection;
     std::map<uint64_t, int> LAPPDOSInMinusPS;
     std::map<std::string, bool> DataStreams;
+    std::vector<int> LAPPDEventIndex_ID; // for each LAPPD ID, count the index of current loaded event
+    // For example, this part file may have a ID=0 event, b ID=1 event, while loading data object c and loaded 3 ID=0 and 4 ID=1, I may have 
+    // LAPPDEventIndex_ID = {3, 4}
+
     // save PPS info for the second order correction
     std::map<uint64_t, uint64_t> LAPPDBG_PPSBefore;
     std::map<uint64_t, uint64_t> LAPPDBG_PPSAfter;

From 9852ca03642b32c664391794e3b92ff01b883a7a Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Sun, 19 Jan 2025 22:27:15 -0600
Subject: [PATCH 114/163] Add EBMRD for EventBuildingV2 tool chain

---
 UserTools/EBMRD/EBMRD.cpp     | 237 ++++++++++++++++++++++++++++++++++
 UserTools/EBMRD/EBMRD.h       |  63 +++++++++
 UserTools/EBMRD/README.md     |  35 +++++
 UserTools/Factory/Factory.cpp |   1 +
 UserTools/Unity.h             |   1 +
 5 files changed, 337 insertions(+)
 create mode 100644 UserTools/EBMRD/EBMRD.cpp
 create mode 100644 UserTools/EBMRD/EBMRD.h
 create mode 100644 UserTools/EBMRD/README.md

diff --git a/UserTools/EBMRD/EBMRD.cpp b/UserTools/EBMRD/EBMRD.cpp
new file mode 100644
index 000000000..c00047144
--- /dev/null
+++ b/UserTools/EBMRD/EBMRD.cpp
@@ -0,0 +1,237 @@
+#include "EBMRD.h"
+
+EBMRD::EBMRD() : Tool() {}
+
+bool EBMRD::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("verbosityEBMRD", verbosityEBMRD);
+  matchTargetTrigger = 8;
+  m_variables.Get("matchTargetTrigger", matchTargetTrigger);
+  matchTolerance_ns = 2000000; // default 2ms
+  m_variables.Get("matchTolerance_ns", matchTolerance_ns);
+  exePerMatch = 500;
+  m_variables.Get("exePerMatch", exePerMatch);
+  matchToAllTriggers = 0;
+  m_variables.Get("matchToAllTriggers", matchToAllTriggers);
+
+  matchedMRDNumber = 0;
+
+  return true;
+}
+
+bool EBMRD::Execute()
+{
+  m_data->CStore.Get("RunCode", currentRunCode);
+
+  m_data->CStore.Get("MRDEvents", MRDEvents);
+  m_data->CStore.Get("MRDEventTriggerTypes", MRDEventTriggerTypes);
+  m_data->CStore.Get("MRDBeamLoopback", MRDBeamLoopback);
+  m_data->CStore.Get("MRDCosmicLoopback", MRDCosmicLoopback);
+  m_data->CStore.Get("NewMRDDataAvailable", NewMRDDataAvailable);
+
+  m_data->CStore.Get("PairedMRDTriggerTimestamp", PairedCTCTimeStamps);
+  m_data->CStore.Get("PairedMRDTimeStamps", PairedMRDTimeStamps);
+
+  Log("EBMRD: NewMRDDataAvailable = " + std::to_string(NewMRDDataAvailable) + ", Current loaded MRDEvents size is " + std::to_string(MRDEvents.size()), v_message, verbosityEBMRD);
+  Log("EBMRD: Current buffer size is " + std::to_string(MRDEventsBuffer.size()), v_message, verbosityEBMRD);
+  // loop the MRDEvents, save every event to MRDEventsBuffer if it's not already in the buffer
+  int newLoadedEvents = 0;
+  for (std::pair<uint64_t, std::vector<std::pair<unsigned long, int>>> p : MRDEvents)
+  {
+    uint64_t MTCtime = p.first;
+    std::vector<std::pair<unsigned long, int>> WaveMap = p.second;
+    // if find the MTCtime in the PairedMRDTimeStamps, then skip
+    if (PairedMRDTimeStamps.size() > 0)
+    {
+      bool skip = false;
+      for (std::pair<int, std::vector<uint64_t>> pair : PairedMRDTimeStamps)
+      {
+        for (uint64_t t : pair.second)
+        {
+          if (t == MTCtime)
+          {
+            skip = true;
+            break;
+          }
+        }
+        if (skip)
+          break;
+      }
+      if (skip)
+        continue;
+    }
+    if (MRDEventsBuffer.find(MTCtime) == MRDEventsBuffer.end())
+    {
+      MRDEventsBuffer.emplace(MTCtime, WaveMap);
+      newLoadedEvents++;
+    }
+  }
+  Log("EBMRD: Finished loading MRDEvents to buffer, Buffer_MRDEvents size is now " + std::to_string(MRDEventsBuffer.size()) + " new loaded events = " + std::to_string(newLoadedEvents), v_message, verbosityEBMRD);
+
+  bool stopLoop = false;
+  m_data->vars.Get("StopLoop", stopLoop);
+  int runNum = thisRunNum;
+  m_data->vars.Get("RunNumber", thisRunNum);
+  bool ForceMRDMatching = false;
+  m_data->CStore.Get("ForceMRDMatching", ForceMRDMatching);
+
+  if (exeNum % exePerMatch == 0 || runNum != thisRunNum || stopLoop || ForceMRDMatching)
+  {
+    Log("EBMRD: exeNum = " + std::to_string(exeNum) + ". Doing matching now", v_message, verbosityEBMRD);
+    if (matchToAllTriggers)
+    {
+      Matching(0, 0);
+    }
+    else
+    {
+      bool BeamTriggerGroupped = false;
+      m_data->CStore.Get("BeamTriggerGroupped", BeamTriggerGroupped);
+      bool CosmicTriggerGroupped = false;
+      m_data->CStore.Get("CosmicTriggerGroupped", CosmicTriggerGroupped);
+      bool NuMITriggerGroupped = false;
+      m_data->CStore.Get("NuMITriggerGroupped", NuMITriggerGroupped);
+      
+      
+      if (BeamTriggerGroupped)
+        Matching(matchTargetTrigger, 14);
+      if (CosmicTriggerGroupped)
+      {
+        Matching(36, 36);
+        Matching(45, 46);
+      }
+      if(NuMITriggerGroupped)
+        Matching(42, 46);
+
+      if(!BeamTriggerGroupped && !CosmicTriggerGroupped && !NuMITriggerGroupped)
+        Log("EBMRD: BeamTriggerGroupped and CosmicTriggerGroupped are false, no beam trigger groupped in the grouper, stop matching", v_message, verbosityEBMRD);
+    }
+  }
+
+  m_data->CStore.Set("PairedMRDTriggerTimestamp", PairedCTCTimeStamps);
+  m_data->CStore.Set("PairedMRDTimeStamps", PairedMRDTimeStamps);
+  m_data->CStore.Set("PairedMRD_TriggerIndex", PairedMRD_TriggerIndex);
+  m_data->CStore.Set("MRDHitMapRunCode", MRDHitMapRunCode);
+
+  exeNum++;
+  return true;
+}
+
+bool EBMRD::Finalise()
+{
+  Log("\033[1;34mEBMRD: Finalising\033[0m", v_message, verbosityEBMRD);
+  Log("EBMRD: Matched MRD number = " + std::to_string(matchedMRDNumber), v_message, verbosityEBMRD);
+  Log("EBMRD: Unmatched MRD number = " + std::to_string(MRDEventsBuffer.size()), v_message, verbosityEBMRD);
+  return true;
+}
+
+bool EBMRD::Matching(int targetTrigger, int matchToTrack)
+{
+  cout << "\033[1;34m******* EBMRD : Matching *******\033[0m" << endl;
+  std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
+  m_data->CStore.Get("GroupedTriggersInTotal", GroupedTriggersInTotal);
+
+  Log("EBMRD: Got GroupedTriggersInTotal[14] size: " + std::to_string(GroupedTriggersInTotal[14].size()), v_message, verbosityEBMRD);
+
+  vector<uint64_t> matchedMRDTimes;
+  std::map<int, int> matchedNumberInTrack;
+
+  // loop the MRDEventsBuffer keys, and loop all the grouped triggers
+  // in each group of trigger, find the target trigger word and it's time
+  // fine the minimum time difference, if smaller than matchTolerance_ns, then save the time to PairedCTCTimeStamps and PairedMRDTimeStamps
+  int loopNum = 0;
+  for (std::pair<uint64_t, std::vector<std::pair<unsigned long, int>>> mrdpair : MRDEventsBuffer)
+  {
+    if (verbosityEBMRD > 11)
+      cout << "******************EBMRD: new MRD event: " << loopNum << endl;
+    uint64_t MTCtime = mrdpair.first;
+    std::vector<std::pair<unsigned long, int>> WaveMap = mrdpair.second;
+    // set minDT to 5 min
+    uint64_t minDT = 5 * 60 * 1e9;
+    uint64_t minDTTrigger = 0;
+    uint64_t dt = 0;
+    uint32_t matchedTrigWord = 0;
+    int matchedTrack = 0;
+    int matchedIndex = 0;
+    for (std::pair<int, std::vector<std::map<uint64_t, uint32_t>>> pair : GroupedTriggersInTotal)
+    {
+      int TrackTriggerWord = pair.first;
+      if (TrackTriggerWord != matchToTrack && !matchToAllTriggers)
+      {
+        Log("EBMRD: Skipping TrackTriggerWord " + std::to_string(TrackTriggerWord), v_debug, verbosityEBMRD);
+        continue;
+      }
+      if (matchedNumberInTrack.find(TrackTriggerWord) == matchedNumberInTrack.end())
+        matchedNumberInTrack.emplace(TrackTriggerWord, 0);
+
+      vector<std::map<uint64_t, uint32_t>> groupedTriggers = pair.second;
+
+      for (int i = 0; i < groupedTriggers.size(); i++)
+      {
+        map<uint64_t, uint32_t> groupedTrigger = groupedTriggers.at(i);
+        // itearte over all the grouped triggers, if the value is target trigger, then calculate the time difference
+        for (std::pair<uint64_t, uint32_t> p : groupedTrigger)
+        {
+          if (matchToAllTriggers || p.second == targetTrigger)
+          {
+            if (MTCtime > p.first)
+            {
+              dt = MTCtime - p.first;
+            }
+            else
+            {
+              dt = p.first - MTCtime;
+            }
+            if (dt < minDT)
+            {
+              minDT = dt;
+              minDTTrigger = p.first;
+              matchedTrigWord = p.second;
+              matchedIndex = p.second;
+              matchedTrack = TrackTriggerWord;
+
+              // if(verbosityEBMRD > 11) cout<<"EBMRD: dt: "<<dt<<" minDT: "<<minDT<<" minDTTrigger: "<<minDTTrigger<<endl;
+            }
+          }
+        }
+      }
+    }
+
+    Log("EBMRD: looping MRD event " + std::to_string(loopNum) + " with time " + std::to_string(MTCtime) + ", minDT: " + std::to_string(minDT), v_debug, verbosityEBMRD);
+    if (minDT < matchTolerance_ns)
+    {
+      PairedCTCTimeStamps[matchedTrack].push_back(minDTTrigger);
+      PairedMRDTimeStamps[matchedTrack].push_back(MTCtime);
+      PairedMRD_TriggerIndex[matchedTrack].push_back(matchedIndex);
+      MRDHitMapRunCode.emplace(MTCtime, currentRunCode);
+      matchedMRDTimes.push_back(MTCtime);
+      matchedNumberInTrack[matchedTrack]++;
+      matchedMRDNumber++;
+      Log("EBMRD: Found a match for MRD data at " + std::to_string(MTCtime) + " with target trigger at " + std::to_string(minDTTrigger) + " with dt " + std::to_string(minDT), v_message, verbosityEBMRD);
+    }
+    loopNum++;
+  }
+  Log("EBMRD: total matched MRD event number = " + std::to_string(matchedMRDNumber), v_message, verbosityEBMRD);
+  Log("EBMRD: Before erase, current number of unfinished MRD events after match in MRDEventsBuffer: " + std::to_string(MRDEventsBuffer.size()), v_message, verbosityEBMRD);
+  for (uint64_t t : matchedMRDTimes)
+  {
+    MRDEventsBuffer.erase(t);
+  }
+  Log("EBMRD: After erase, current number of unfinished MRD events after match in MRDEventsBuffer: " + std::to_string(MRDEventsBuffer.size()), v_message, verbosityEBMRD);
+
+  // print all elements in matchedNumberInTrack with key and value
+  for (std::pair<int, int> pair : matchedNumberInTrack)
+  {
+    Log("EBMRD: Match finished, matched number in Track " + std::to_string(pair.first) + " is " + std::to_string(pair.second), v_message, verbosityEBMRD);
+  }
+
+  return true;
+}
\ No newline at end of file
diff --git a/UserTools/EBMRD/EBMRD.h b/UserTools/EBMRD/EBMRD.h
new file mode 100644
index 000000000..0722d5ae3
--- /dev/null
+++ b/UserTools/EBMRD/EBMRD.h
@@ -0,0 +1,63 @@
+#ifndef EBMRD_H
+#define EBMRD_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+
+/**
+ * \class EBPMT
+ *
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
+ *
+ */
+
+class EBMRD : public Tool
+{
+
+public:
+    EBMRD();                                                  ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+    bool Matching(int targetTrigger, int matchToTrack);
+
+private:
+    int verbosityEBMRD;
+    int matchTargetTrigger;
+    uint64_t matchTolerance_ns;
+
+    int currentRunCode;
+
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+
+    int matchedMRDNumber = 0;
+    int exeNum = 0;
+
+    std::map<uint64_t, std::vector<std::pair<unsigned long, int>>> MRDEvents; // Key: {MTCTime}, value: "WaveMap" with key (CardID,ChannelID), value FinishedWaveform
+    std::map<uint64_t, std::string> MRDEventTriggerTypes;                     // Key: {MTCTime}, value: string noting what type of trigger occured for the event
+    std::map<uint64_t, int> MRDBeamLoopback;                                  // Key: {MTCTime}, value: string noting what type of trigger occured for the event
+    std::map<uint64_t, int> MRDCosmicLoopback;                                // KEY: {MTCTime}, value: Cosmic loopback TDC value
+
+    std::map<uint64_t, std::vector<std::pair<unsigned long, int>>> MRDEventsBuffer;
+
+    bool NewMRDDataAvailable;
+
+    std::map<int, vector<uint64_t>> PairedCTCTimeStamps;
+    std::map<int, vector<int>> PairedMRD_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedMRDTimeStamps;
+    std::map<uint64_t, int> MRDHitMapRunCode; // Key: {MTCTime}, value: RunCode
+
+    bool matchToAllTriggers;
+
+    int thisRunNum;
+    int exePerMatch;
+};
+
+#endif
diff --git a/UserTools/EBMRD/README.md b/UserTools/EBMRD/README.md
new file mode 100644
index 000000000..3aed04355
--- /dev/null
+++ b/UserTools/EBMRD/README.md
@@ -0,0 +1,35 @@
+# EBMRD
+
+EBMRD tool is a part of Event Building version 2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+
+EBMRD match the MRD timestamp to grouped trigger, and save the matching results to CStore for EBSaver.
+
+## Data
+
+
+**PairedCTCTimeStamps**
+After matching, the matched trigger timestamp will be saved here. The key is the main trigger word for each run type.
+Saved as PairedMRDTriggerTimestamp in CStore.
+
+**PairedMRDTimeStamps**
+After matching, the matched MRD timestamp will be saved here. The key is the main trigger word for each run type.
+This and PairedCTCTimeStamps have the same index. A little bit dangerous, but overall works well.
+Saved as PairedMRDTimeStamps in CStore
+
+
+## Configuration
+
+**matchTargetTrigger** 
+This gives which trigger word that the MRD timestamps should be matched to.
+
+**matchTolerance_ns**
+This gives the maximum allowed time tolerance between the MRD timestmap and the target trigger timestamp.
+
+**exePerMatch** 
+This gives how many loops need to be past for one matching between MRD timestmaps and target trigger timestamps.
+500 is generally fine with beam runs. 100 would be better for AmBe runs
+
+**matchToAllTriggers**
+1 or 0. 1 means match MRD timestamps to all possible triggers, 0 means only match to the target trigger.
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index c986c48b7..98ead3503 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -174,5 +174,6 @@ if (tool=="BackTracker") ret=new BackTracker;
 if (tool=="PrintDQ") ret=new PrintDQ;
 if (tool=="AssignBunchTimingMC") ret=new AssignBunchTimingMC;
 if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
+if (tool=="EBMRD") ret=new EBMRD;
 return ret;
 }
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 7e64d4e9b..372300682 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -182,3 +182,4 @@
 #include "PrintDQ.h"
 #include "AssignBunchTimingMC.h"
 #include "FitRWMWaveform.h"
+#include "EBMRD.h"

From 9441e33bedc5e27c84dfc8370541145cfb37be8d Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Sun, 19 Jan 2025 22:57:37 -0600
Subject: [PATCH 115/163] Add EBTriggerGrouper tool for EBV2

---
 .../EBTriggerGrouper/EBTriggerGrouper.cpp     | 745 ++++++++++++++++++
 UserTools/EBTriggerGrouper/EBTriggerGrouper.h | 124 +++
 UserTools/EBTriggerGrouper/README.md          |  32 +
 UserTools/Factory/Factory.cpp                 |   1 +
 UserTools/Unity.h                             |   2 +
 5 files changed, 904 insertions(+)
 create mode 100644 UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
 create mode 100644 UserTools/EBTriggerGrouper/EBTriggerGrouper.h
 create mode 100644 UserTools/EBTriggerGrouper/README.md

diff --git a/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp b/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
new file mode 100644
index 000000000..afd2b0946
--- /dev/null
+++ b/UserTools/EBTriggerGrouper/EBTriggerGrouper.cpp
@@ -0,0 +1,745 @@
+#include "EBTriggerGrouper.h"
+
+EBTriggerGrouper::EBTriggerGrouper() : Tool() {}
+
+bool EBTriggerGrouper::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("verbosityEBTG", verbosityEBTG);
+  savePath = "";
+  m_variables.Get("savePath", savePath);
+  m_variables.Get("GroupMode", GroupMode);
+  m_variables.Get("GroupTolerance", GroupTolerance);
+  m_variables.Get("GroupTrigWord", GroupTrigWord);
+
+  TimeToTriggerWordMap = new std::map<uint64_t, std::vector<uint32_t>>;
+  TimeToTriggerWordMapComplete = new std::map<uint64_t, std::vector<uint32_t>>;
+
+  groupBeam = true;
+  m_variables.Get("groupBeam", groupBeam);
+  groupCosmic = false;
+  m_variables.Get("groupCosmic", groupCosmic);
+  groupLaser = true;
+  m_variables.Get("groupLaser", groupLaser);
+  groupLED = false;
+  m_variables.Get("groupLED", groupLED);
+  groupAmBe = false;
+  m_variables.Get("groupAmBe", groupAmBe);
+  groupPPS = false;
+  m_variables.Get("groupPPS", groupPPS);
+  groupNuMI = true;
+  m_variables.Get("groupNuMI", groupNuMI);
+
+  BeamTriggerMain = 14;
+  BeamTolerance = 3000000; // use 3 ms here, the spill time difference is 66ms
+  m_variables.Get("BeamTolerance", BeamTolerance);
+  BeamTriggers = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 14, 37, 38, 40, 41, 46};
+  m_data->CStore.Set("BeamTriggersUsedForGroupping", BeamTriggers);
+  m_data->CStore.Set("BeamTriggerMain", BeamTriggerMain);
+
+  LaserTriggerMain = 47;
+  m_variables.Get("LaserTriggerMain", LaserTriggerMain);
+  LaserTolerance = 1000; // 1us
+  m_variables.Get("LaserTolerance", LaserTolerance);
+  LaserTriggers = {47, 46}; // 47 first, then 46, (~232ns in run 4692 data)
+  m_data->CStore.Set("LaserTriggersUsedForGroupping", LaserTriggers);
+
+  PPSTriggerMain = 32;
+  PPSTolerance = 30000; // 30 us
+  m_variables.Get("PPSTolerance", PPSTolerance);
+  PPSTriggers = {32, 34}; // 32 first, then 34, (~20us in run 4802 data)
+  m_data->CStore.Set("PPSTriggersUsedForGroupping", PPSTriggers);
+
+  CosmicTriggerMain = 45; // TODO need to check
+  m_variables.Get("CosmicTriggerMain", CosmicTriggerMain);
+  CosmicTolerance = 100; // 330000ns, TODO
+  m_variables.Get("CosmicTolerance", CosmicTolerance);
+  CosmicTriggers = {44, 45, 36, 27, 28, 29, 30, 46}; // TODO: check the trigger words in cosmic run
+  m_data->CStore.Set("CosmicTriggersUsedForGroupping", CosmicTriggers);
+
+  LEDTriggerMain = 31; // need to check
+  m_variables.Get("LEDTriggerMain", LEDTriggerMain);
+  LEDTolerance = 1000; // 1ms 440ns in LED run 4792
+  m_variables.Get("LEDTolerance", LEDTolerance);
+  LEDTriggers = {33, 22, 31, 43, 46}; // in run 4792 [[22, 33], [4160001224, 4160001664]]
+  m_data->CStore.Set("LEDTriggersUsedForGroupping", LEDTriggers);
+
+  AmBeTriggerMain = 11; // TODO: need to check
+  m_variables.Get("AmBeTriggerMain", AmBeTriggerMain);
+  AmBeTolerance = 5000; // 2336 in Ambe run 4707
+  m_variables.Get("AmBeTolerance", AmBeTolerance);
+  AmBeTriggers = {11, 12, 15, 19, 46}; // in run 4707 [[19, 12, 15, 11], [21275647928, 21275647936, 21275647952, 21275650264]]
+  m_data->CStore.Set("AmBeTriggersUsedForGroupping", AmBeTriggers);
+
+  NuMITriggerMain = 42;
+  m_variables.Get("NuMITriggerMain", NuMITriggerMain);
+  NuMITolerance = 100; // 100ns
+  m_variables.Get("NuMITolerance", NuMITolerance);
+  NuMITriggers = {42, 46}; //
+  m_data->CStore.Set("NuMITriggersUsedForGroupping", NuMITriggers);
+
+  StoreTotalEntry = 0;
+
+  maxNumAllowedInBuffer = 10000;
+  m_variables.Get("maxNumAllowedInBuffer", maxNumAllowedInBuffer);
+  Log("EBTG: maxNumAllowedInBuffer = " + std::to_string(maxNumAllowedInBuffer), v_message, verbosityEBTG);
+
+  return true;
+}
+
+bool EBTriggerGrouper::Execute()
+{
+  bool NewCTCDataAvailable = false;
+  m_data->CStore.Get("NewCTCDataAvailable", NewCTCDataAvailable);
+  Log("EBTG: NewCTCDataAvailable = " + std::to_string(NewCTCDataAvailable), v_message, verbosityEBTG);
+  bool FileProcessingComplete = false;
+  m_data->CStore.Get("FileProcessingComplete", FileProcessingComplete);
+  if (FileProcessingComplete)
+  {
+    Log("EBTG: FileProcessingComplete = " + std::to_string(FileProcessingComplete), v_message, verbosityEBTG);
+    return true;
+  }
+  if (!NewCTCDataAvailable)
+  {
+    Log("EBTG: No new CTC data avaliable", v_message, verbosityEBTG);
+    return true;
+  }
+  Log("EBTG: Get Run information", v_message, verbosityEBTG);
+  m_data->CStore.Get("RunNumber", CurrentRunNum);
+  m_data->CStore.Get("SubRunNumber", CurrentSubrunNum);
+  int CurrentUsingPartNum = CurrentPartNum;
+  m_data->CStore.Get("PartFileNumber", CurrentPartNum);
+  m_data->CStore.Get("RunCode", currentRunCode);
+
+  m_data->CStore.Get("usingTriggerOverlap", usingTriggerOverlap);
+  if (usingTriggerOverlap)
+  {
+    CurrentPartNum -= 1;
+    Log("EBTG: usingTriggerOverlap, CurrentPartNum was minused 1 to be " + std::to_string(CurrentPartNum), v_message, verbosityEBTG);
+  }
+
+  /*
+    if (CurrentPartNum != CurrentUsingPartNum)
+    {
+      Log("EBTG: PartFileNumber changed from " + std::to_string(CurrentUsingPartNum) + " to " + std::to_string(CurrentPartNum) + " Clear buffer with size " + std::to_string(TrigTimeForGroup.size()), v_message, verbosityEBTG);
+      TrigTimeForGroup.clear();
+      TrigWordForGroup.clear();
+    }*/
+
+  Log("EBTG: Accessing new Trigger data in CStore", v_message, verbosityEBTG);
+  m_data->CStore.Get("TimeToTriggerWordMap", TimeToTriggerWordMap);
+  m_data->CStore.Get("TimeToTriggerWordMapComplete", TimeToTriggerWordMapComplete);
+
+  // do grouping in the TimeToTriggerWordMap, remove the groupped triggers from both of them
+  // 1. load the trigger from TimeToTriggerWordMap to local buffer TrigTimeForGroup and TrigWordForGroup, clean it
+  // 2. group the triggers in buffer, save to GroupedTriggers, and remove grouped trigger from buffer
+  // 2.1 group trigger based on trigger word selection or time Tolerance relative to the target trigger
+  // 2.2 for left triggers, pair them with the grouped trigger using the same Tolerance fo cover triggers before the target trigger
+  // 2.3 run for different trigger tracks. like pps
+
+  // Finally we should have:
+  //  1. GroupedTriggers: mutiple grouped trigger tracks
+  //  2. buffer: left triggers in buffer, not grouped
+
+  vector<uint64_t> TriggerToRemove;
+  for (auto it = TimeToTriggerWordMap->begin(); it != TimeToTriggerWordMap->end(); ++it)
+  {
+    uint64_t timestamp = it->first;
+    std::vector<uint32_t> triggers = it->second;
+    bool stopLoading = false;
+
+    // if found the target trigger in the trigger vector, stop loading to buffer.
+    if (usingTriggerOverlap)
+    {
+      for (auto trig = triggers.begin(); trig != triggers.end(); ++trig)
+      {
+        if (*trig == GroupTrigWord)
+          stopLoading = true;
+        Log("EBTG: when using TriggerOverlap, met the new target trigger " + std::to_string(GroupTrigWord) + ", stop loading to buffer", v_message, verbosityEBTG);
+      }
+    }
+    if (stopLoading)
+      break;
+
+    for (auto trig = triggers.begin(); trig != triggers.end(); ++trig)
+    {
+      TrigTimeForGroup.push_back(timestamp);
+      TrigWordForGroup.push_back(*trig);
+      TriggerToRemove.push_back(timestamp);
+      StoreTotalEntry++;
+      if (verbosityEBTG > 11)
+        cout << "EBTG: TrigTimeForGroup: " << timestamp << " TrigWordForGroup: " << *trig << endl;
+    }
+  }
+  Log("EBTG: finish loading trigger from TimeToTriggerWordMap, buffer TrigTimeForGroup size = " + std::to_string(TrigTimeForGroup.size()) + ", loaded TimeToTriggerWordMap size = " + std::to_string(TimeToTriggerWordMap->size()), v_message, verbosityEBTG);
+  Log("EBTG: Start erase triggers from TimeToTriggerWordMap and TimeToTriggerWordMapComplete, TimeToTriggerWordMap and TimeToTriggerWordMapComplete size = " + std::to_string(TimeToTriggerWordMap->size()) + ", " + std::to_string(TimeToTriggerWordMapComplete->size()), v_message, verbosityEBTG);
+  for (int i = 0; i < TriggerToRemove.size(); i++)
+  {
+    TimeToTriggerWordMap->erase(TriggerToRemove[i]);
+    TimeToTriggerWordMapComplete->erase(TriggerToRemove[i]);
+  }
+  Log("EBTG: Finish erase triggers from TimeToTriggerWordMap and TimeToTriggerWordMapComplete, TimeToTriggerWordMap and TimeToTriggerWordMapComplete size = " + std::to_string(TimeToTriggerWordMap->size()) + ", " + std::to_string(TimeToTriggerWordMapComplete->size()), v_message, verbosityEBTG);
+
+  /*{
+    //TODO: this should be removed after later changes was made
+    Log("EBTG: Start grouping based on trigger word " + std::to_string(GroupTrigWord), v_message, verbosityEBTG);
+
+    GroupByTolerance(); // remove grouped trigger in the function
+    FillByTolerance();
+    //CleanBuffer();
+
+    Log("EBTG: grouping and filling finishes, buffer size is " + std::to_string(TrigTimeForGroup.size()) + ", now save to CStore", v_message, verbosityEBTG);
+
+    m_data->CStore.Set("GroupedTriggers", GroupedTriggers);
+  }*/
+
+  m_data->CStore.Set("TrigTimeForGroup", TrigTimeForGroup);
+  m_data->CStore.Set("TrigWordForGroup", TrigWordForGroup);
+
+  Log("EBTG: Start grouping for different trigger tracks", v_message, verbosityEBTG);
+  if (groupBeam)
+  {
+    Log("EBTG: Grouping Beam Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(BeamTriggerMain, BeamTriggers, BeamTolerance);
+    int fillNum = FillByTrigWord(BeamTriggerMain, BeamTriggers, BeamTolerance);
+    Log("EBTG: Found Beam Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("BeamTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("BeamTriggerGroupped", false);
+  }
+
+  if (groupCosmic)
+  {
+    Log("EBTG: Grouping Cosmic Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(CosmicTriggerMain, CosmicTriggers, CosmicTolerance);
+    int fillNum = FillByTrigWord(CosmicTriggerMain, CosmicTriggers, CosmicTolerance);
+    Log("EBTG: Found Cosmic Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("CosmicTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("CosmicTriggerGroupped", false);
+  }
+
+  if (groupLaser)
+  {
+    Log("EBTG: Grouping Laser Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(LaserTriggerMain, LaserTriggers, LaserTolerance);
+    int fillNum = FillByTrigWord(LaserTriggerMain, LaserTriggers, LaserTolerance);
+    Log("EBTG: Found Laser Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("LaserTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("LaserTriggerGroupped", false);
+  }
+
+  if (groupLED)
+  {
+    Log("EBTG: Grouping LED Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(LEDTriggerMain, LEDTriggers, LEDTolerance);
+    int fillNum = FillByTrigWord(LEDTriggerMain, LEDTriggers, LEDTolerance);
+    Log("EBTG: Found LED Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("LEDTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("LEDTriggerGroupped", false);
+  }
+
+  if (groupAmBe)
+  {
+    Log("EBTG: Grouping AmBe Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(AmBeTriggerMain, AmBeTriggers, AmBeTolerance);
+    int fillNum = FillByTrigWord(AmBeTriggerMain, AmBeTriggers, AmBeTolerance);
+    Log("EBTG: Found AmBe Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("AmBeTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("AmBeTriggerGroupped", false);
+  }
+
+  if (groupPPS)
+  {
+    Log("EBTG: Grouping PPS Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(PPSTriggerMain, PPSTriggers, PPSTolerance);
+    int fillNum = FillByTrigWord(PPSTriggerMain, PPSTriggers, PPSTolerance);
+    Log("EBTG: Found PPS Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("PPSTriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("PPSTriggerGroupped", false);
+  }
+
+  if (groupNuMI)
+  {
+    Log("EBTG: Grouping NuMI Triggers", v_message, verbosityEBTG);
+    int groupNum = GroupByTrigWord(NuMITriggerMain, NuMITriggers, NuMITolerance);
+    int fillNum = FillByTrigWord(NuMITriggerMain, NuMITriggers, NuMITolerance);
+    Log("EBTG: Found NuMI Trigger group: " + std::to_string(groupNum) + ". Fill additional triggers to group: " + std::to_string(fillNum), v_message, verbosityEBTG);
+    m_data->CStore.Set("NuMITriggerGroupped", true);
+  }
+  else
+  {
+    m_data->CStore.Set("NuMITriggerGroupped", false);
+  }
+
+  Log("EBTG: Grouping for different trigger tracks finishes, save to CStore", v_message, verbosityEBTG);
+  m_data->CStore.Set("GroupedTriggersInTotal", GroupedTriggersInTotal);
+  m_data->CStore.Set("RunCodeInTotal", RunCodeInTotal);
+
+  int removedTriggerNumber = CleanTriggerBuffer();
+  Log("EBTG: CleanTriggerBuffer finishes, removed " + std::to_string(removedTriggerNumber) + " triggers from buffer, buffer size = " + std::to_string(TrigTimeForGroup.size()), v_message, verbosityEBTG);
+
+  return true;
+}
+
+bool EBTriggerGrouper::Finalise()
+{
+  Log("\033[1;34mEBTG: Finalising\033[0m", v_message, verbosityEBTG);
+  Log("EBTG: GroupedTriggersInTotal track number = " + std::to_string(GroupedTriggersInTotal.size()), v_message, verbosityEBTG);
+  for (auto it = GroupedTriggersInTotal.begin(); it != GroupedTriggersInTotal.end(); ++it)
+  {
+    Log("EBTG: GroupedTriggersInTotal track " + std::to_string(it->first) + " size = " + std::to_string(it->second.size()), v_message, verbosityEBTG);
+  }
+  Log("EBTG: In configfile, set left trigger number = " + std::to_string(maxNumAllowedInBuffer), v_message, verbosityEBTG);
+  Log("EBTG: Left Total loaded trigger number to buffer = " + std::to_string(StoreTotalEntry), v_message, verbosityEBTG);
+  Log("EBTG: Ungrouped triggers in buffer size = " + std::to_string(TrigTimeForGroup.size()), v_message, verbosityEBTG);
+  // calculate which trigger word left in TrigWordForGroup, and print them
+  std::map<uint32_t, int> triggerWordCount;
+  for (int i = 0; i < TrigWordForGroup.size(); i++)
+  {
+    triggerWordCount[TrigWordForGroup[i]]++;
+  }
+  for (auto it = triggerWordCount.begin(); it != triggerWordCount.end(); ++it)
+  {
+    Log("EBTG: Trigger word " + std::to_string(it->first) + " left in buffer " + std::to_string(it->second) + " times", v_message, verbosityEBTG);
+  }
+  Log("EBTG: Ungrouped triggers in TimeToTriggerWordMap size = " + std::to_string(TimeToTriggerWordMap->size()), v_message, verbosityEBTG);
+  Log("EBTG: Ungrouped triggers in TimeToTriggerWordMapComplete size = " + std::to_string(TimeToTriggerWordMapComplete->size()), v_message, verbosityEBTG);
+
+  // print first 10000 triggers to a txt for debug
+  Log("EBTG: Save first 2000 triggers in each track of GroupedTriggersInTotal to TrigDebugGrouped.txt", v_message, verbosityEBTG);
+  ofstream trigDebugGrouped;
+  trigDebugGrouped.open("TrigDebugGrouped.txt");
+  trigDebugGrouped << "trackTargetTrigger groupIndex triggerTime triggerWord" << endl;
+  for (auto it = GroupedTriggersInTotal.begin(); it != GroupedTriggersInTotal.end(); ++it)
+  {
+    int i = 0;
+    for (int j = 0; j < it->second.size(); j++)
+    {
+      for (auto trig = it->second[j].begin(); trig != it->second[j].end(); ++trig)
+      {
+        if (i > 2000)
+          break;
+        trigDebugGrouped << it->first << " " << j << " " << trig->first << " " << trig->second << endl;
+        i++;
+      }
+      if (i > 2000)
+        break;
+    }
+  }
+  trigDebugGrouped.close();
+  Log("EBTG: Save first 10000 triggers in TrigTimeForGroup to TrigDebugBufferLeft.txt", v_message, verbosityEBTG);
+  ofstream trigDebugBufferLeft;
+  trigDebugBufferLeft.open("TrigDebugBufferLeft.txt");
+  for (int i = 0; i < TrigTimeForGroup.size(); i++)
+  {
+    if (i > 10000)
+      break;
+    trigDebugBufferLeft << i << " " << TrigTimeForGroup[i] << " " << TrigWordForGroup[i] << endl;
+  }
+  Log("EBTG: Save first 2000 triggers in TimeToTriggerWordMap to TrigDebug.txt", v_message, verbosityEBTG);
+  ofstream trigDebug;
+  trigDebug.open("TrigDebug.txt");
+  int i = 0;
+  for (auto it = TimeToTriggerWordMap->begin(); it != TimeToTriggerWordMap->end(); ++it)
+  {
+    if (i > 2000)
+      break;
+    trigDebug << it->first << " ";
+    for (auto trig = it->second.begin(); trig != it->second.end(); ++trig)
+    {
+      trigDebug << *trig << " ";
+    }
+    trigDebug << endl;
+    i++;
+  }
+  trigDebug.close();
+
+  Log("EBTG: Printing SkippedDuplicateTriggers", v_message, verbosityEBTG);
+  int totalSkipped = 0;
+  for (auto it = SkippedDuplicateTriggers.begin(); it != SkippedDuplicateTriggers.end(); ++it)
+  {
+    Log("EBTG: Skipped " + std::to_string(it->second) + " groups of triggers for trigger track " + std::to_string(it->first), v_message, verbosityEBTG);
+    totalSkipped += it->second;
+  }
+  Log("EBTG: Total skipped groups of triggers = " + std::to_string(totalSkipped), v_message, verbosityEBTG);
+
+  return true;
+}
+
+bool EBTriggerGrouper::GroupByTolerance()
+{
+  Log("EBTG: GroupByTolerance()", v_warning, verbosityEBTG);
+  Log("EBTG: Grouping by Tolerance: " + std::to_string(GroupTolerance), v_warning, verbosityEBTG);
+  Log("EBTG: size of time buffer before grouping is " + std::to_string(TrigTimeForGroup.size()) + ", size of word buffer is " + std::to_string(TrigWordForGroup.size()), v_warning, verbosityEBTG);
+  bool found = false;
+  uint64_t prev_target_time = 0;
+  std::map<uint64_t, uint32_t> ThisGroup;
+  vector<int> toRemove;
+  int totalGroupedTriggerNumber = 0;
+  for (int i = 0; i < TrigTimeForGroup.size(); i++)
+  {
+    uint64_t dt = 0;
+    if (TrigTimeForGroup[i] > prev_target_time)
+      dt = TrigTimeForGroup[i] - prev_target_time;
+    else if (TrigTimeForGroup[i] < prev_target_time)
+      dt = prev_target_time - TrigTimeForGroup[i];
+    else if (TrigTimeForGroup[i] == prev_target_time)
+      dt = 0;
+
+    if (!found && TrigWordForGroup[i] == GroupTrigWord)
+    {
+      found = true;
+      ThisGroup.clear();
+      prev_target_time = TrigTimeForGroup[i];
+      ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i], TrigWordForGroup[i]));
+      toRemove.push_back(i);
+    }
+    else if (found && dt < GroupTolerance)
+    {
+
+      ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i], TrigWordForGroup[i]));
+      toRemove.push_back(i);
+      if (TrigWordForGroup[i] == 10 || TrigWordForGroup[i] == 40 || TrigWordForGroup[i] == 41)
+      {
+        ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i] + 1, TrigWordForGroup[i]));
+      }
+      ///!!! attention, the trigger word 10 always come with 8 with the same time, so it won't be inserted to the map
+      // Therefore we add another 1ns to it, but it's not real
+    }
+    else if (found && dt > GroupTolerance)
+    {
+      if (verbosityEBTG > 9)
+      {
+        // print all triggers in this group
+        cout << "EBTG: GroupByTolerance: ThisGroup size = " << ThisGroup.size() << endl;
+        for (auto it = ThisGroup.begin(); it != ThisGroup.end(); ++it)
+        {
+          cout << it->first << " - " << it->second << ", ";
+        }
+        cout << endl;
+      }
+      GroupedTriggers.push_back(ThisGroup);
+      totalGroupedTriggerNumber += ThisGroup.size();
+      ThisGroup.clear();
+      found = false;
+    }
+  }
+  int totalToRemoveTriggerNumber = toRemove.size();
+  // from end to beginning, remove the triggers in buffer based on toRemove index
+  for (int i = toRemove.size() - 1; i >= 0; i--)
+  {
+    TrigTimeForGroup.erase(TrigTimeForGroup.begin() + toRemove[i]);
+    TrigWordForGroup.erase(TrigWordForGroup.begin() + toRemove[i]);
+  }
+  Log("EBTG: GroupByTolerance Finished, accumulated saved " + std::to_string(GroupedTriggers.size()) + " group of triggers", v_warning, verbosityEBTG);
+  Log("EBTG: buffer TriggersForGroup after grouping size = " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+  Log("EBTG: totalGroupedTriggerNumber in this grouping step is: " + std::to_string(totalGroupedTriggerNumber) + ", totalToRemoveTriggerNumber = " + std::to_string(totalToRemoveTriggerNumber), v_warning, verbosityEBTG);
+
+  return true;
+}
+
+bool EBTriggerGrouper::FillByTolerance()
+{
+  Log("EBTG: FillByTolerance()", v_warning, verbosityEBTG);
+  Log("EBTG: Fill by Tolerance: " + std::to_string(GroupTolerance), v_warning, verbosityEBTG);
+  Log("EBTG: size of time buffer before refilling is " + std::to_string(TrigTimeForGroup.size()) + ", size of word buffer is " + std::to_string(TrigWordForGroup.size()), v_warning, verbosityEBTG);
+
+  int addedTriggerNumber = 0;
+
+  for (int i = TrigTimeForGroup.size() - 1; i >= 0; i--)
+  {
+    for (int j = 0; j < GroupedTriggers.size(); j++)
+    {
+
+      for (auto it = GroupedTriggers[j].begin(); it != GroupedTriggers[j].end(); ++it)
+      {
+        if (it->second == GroupTrigWord)
+        {
+          uint64_t dt = (TrigTimeForGroup[i] > it->first) ? (TrigTimeForGroup[i] - it->first) : (it->first - TrigTimeForGroup[i]);
+          if (dt < GroupTolerance)
+          {
+            GroupedTriggers[j].insert(std::make_pair(TrigTimeForGroup[i], TrigWordForGroup[i]));
+            TrigTimeForGroup.erase(TrigTimeForGroup.begin() + i);
+            TrigWordForGroup.erase(TrigWordForGroup.begin() + i);
+            addedTriggerNumber++;
+            break;
+          }
+        }
+      }
+    }
+  }
+
+  Log("EBTG: FillByTolerance Finished, addedTriggerNumber = " + std::to_string(addedTriggerNumber), v_warning, verbosityEBTG);
+  Log("EBTG: buffer TriggersForGroup after refilling size = " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+
+  return true;
+}
+
+bool EBTriggerGrouper::CleanBuffer()
+{
+  Log("EBTG: CleanBuffer()", v_warning, verbosityEBTG);
+  Log("EBTG: size of time buffer before cleaning is " + std::to_string(TrigTimeForGroup.size()) + ", size of word buffer is " + std::to_string(TrigWordForGroup.size()), v_warning, verbosityEBTG);
+  // check is there any target trigger word in the buffer
+  // if yes, print a warning message
+  // only leave the last 100 triggers in the buffer
+  int numberOfTargetTriggers = 0;
+  for (int i = 0; i < TrigWordForGroup.size(); i++)
+  {
+    if (TrigWordForGroup[i] == GroupTrigWord)
+    {
+      numberOfTargetTriggers++;
+    }
+  }
+  if (numberOfTargetTriggers > 0)
+  {
+    Log("EBTG: CleanBuffer: Warning: there are " + std::to_string(numberOfTargetTriggers) + " target trigger words in the buffer", v_warning, verbosityEBTG);
+  }
+  else
+  {
+    Log("EBTG: CleanBuffer: no target trigger words left in the buffer.", v_warning, verbosityEBTG);
+  }
+  if (TrigTimeForGroup.size() > 100)
+  {
+    TrigTimeForGroup.erase(TrigTimeForGroup.begin(), TrigTimeForGroup.end() - 100);
+    TrigWordForGroup.erase(TrigWordForGroup.begin(), TrigWordForGroup.end() - 100);
+  }
+  Log("EBTG: CleanBuffer Finished, buffer size = " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+  return true;
+}
+
+int EBTriggerGrouper::GroupByTrigWord(uint32_t mainTrigWord, vector<uint32_t> TrigWords, int tolerance)
+{
+  Log("EBTG: GroupByTrigWord()", v_warning, verbosityEBTG);
+  Log("EBTG: Grouping by TrigWord: " + std::to_string(mainTrigWord), v_warning, verbosityEBTG);
+  Log("EBTG: size of time buffer before grouping is " + std::to_string(TrigTimeForGroup.size()) + ", size of word buffer is " + std::to_string(TrigWordForGroup.size()), v_warning, verbosityEBTG);
+  bool found = false;
+  uint64_t prev_target_time = 0;
+  std::map<uint64_t, uint32_t> ThisGroup;
+  vector<int> toRemove;
+  int totalGroupedTriggerNumber = 0;
+  uint64_t trackTriggerTime = 0;
+  uint32_t trackTriggerWord = 0;
+
+  for (int i = 0; i < TrigTimeForGroup.size(); i++)
+  {
+    uint64_t dt = 0;
+    if (TrigTimeForGroup[i] > prev_target_time)
+      dt = TrigTimeForGroup[i] - prev_target_time;
+    else if (TrigTimeForGroup[i] < prev_target_time)
+      dt = prev_target_time - TrigTimeForGroup[i];
+    else if (TrigTimeForGroup[i] == prev_target_time)
+      dt = 0;
+
+    if (!found && TrigWordForGroup[i] == mainTrigWord)
+    {
+      found = true;
+      ThisGroup.clear();
+      prev_target_time = TrigTimeForGroup[i];
+      ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i], TrigWordForGroup[i]));
+      trackTriggerTime = TrigTimeForGroup[i];
+      trackTriggerWord = TrigWordForGroup[i];
+      toRemove.push_back(i);
+    }
+    else if (found && dt < tolerance)
+    {
+      // if found TrigWordForGroup in TrigWords, insert to ThisGroup
+      if (std::find(TrigWords.begin(), TrigWords.end(), TrigWordForGroup[i]) != TrigWords.end())
+      {
+        ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i], TrigWordForGroup[i]));
+        toRemove.push_back(i);
+        if (mainTrigWord == 14 && (TrigWordForGroup[i] == 10 || TrigWordForGroup[i] == 40 || TrigWordForGroup[i] == 41))
+        {
+          ThisGroup.insert(std::pair<uint64_t, uint32_t>(TrigTimeForGroup[i] + 1, TrigWordForGroup[i]));
+        }
+        ///!!! attention, the trigger word 10 always come with 8 with the same time, so it won't be inserted to the map
+        // Therefore we add another 1ns to it, but it's not real
+      }
+    }
+    else if (found && dt > tolerance)
+    {
+      if (verbosityEBTG > 9)
+      {
+        // print all triggers in this group
+        cout << "EBTG: GroupByTrigWord: ThisGroup size = " << ThisGroup.size() << endl;
+        for (auto it = ThisGroup.begin(); it != ThisGroup.end(); ++it)
+        {
+          cout << it->first << " - " << it->second << ", ";
+        }
+        cout << endl;
+      }
+      // check is the current track trigger already exist in GroupedTriggersInTotal, if so, don't add it
+      // find trackTriggerTime in each element in GroupedTriggersInTotal[mainTrigWord]
+      bool trackTriggerExist = false;
+      for (int j = 0; j < GroupedTriggersInTotal[mainTrigWord].size(); j++)
+      {
+        for (auto it = GroupedTriggersInTotal[mainTrigWord][j].begin(); it != GroupedTriggersInTotal[mainTrigWord][j].end(); ++it)
+        {
+          if (it->first == trackTriggerTime && it->second == trackTriggerWord)
+          {
+            trackTriggerExist = true;
+            break;
+          }
+        }
+      }
+      if (!trackTriggerExist)
+      {
+        GroupedTriggersInTotal[mainTrigWord].push_back(ThisGroup);
+      }
+      else
+      {
+        // in it's track of SkippedDuplicateTriggers, plus one. if found it, ++, if not, emplace 1
+        if (SkippedDuplicateTriggers.find(mainTrigWord) != SkippedDuplicateTriggers.end())
+        {
+          SkippedDuplicateTriggers[mainTrigWord]++;
+        }
+        else
+        {
+          SkippedDuplicateTriggers.emplace(mainTrigWord, 1);
+        }
+
+        Log("EBTG: Found a duplicated main trigger with word " + std::to_string(mainTrigWord) + " and time " + std::to_string(trackTriggerTime), v_message, verbosityEBTG);
+      }
+
+      if (verbosityEBTG > 9)
+        cout << "EBTG: saving grouped trigger with currentRunCode = " << currentRunCode << endl;
+      if (!trackTriggerExist)
+        RunCodeInTotal[mainTrigWord].push_back(currentRunCode);
+      else
+        Log("EBTG: Found a duplicated main trigger with word " + std::to_string(mainTrigWord) + " and time " + std::to_string(trackTriggerTime) + ", so skip adding run code vector", v_message, verbosityEBTG);
+      totalGroupedTriggerNumber += ThisGroup.size();
+      ThisGroup.clear();
+      found = false;
+    }
+  }
+  int totalToRemoveTriggerNumber = toRemove.size();
+  // from end to beginning, remove the triggers in buffer based on toRemove index
+  for (int i = toRemove.size() - 1; i >= 0; i--)
+  {
+    TrigTimeForGroup.erase(TrigTimeForGroup.begin() + toRemove[i]);
+    TrigWordForGroup.erase(TrigWordForGroup.begin() + toRemove[i]);
+  }
+  Log("EBTG: GroupByTrigWord Finished, accumulated saved " + std::to_string(GroupedTriggers.size()) + " group of triggers", v_warning, verbosityEBTG);
+  Log("EBTG: buffer TriggersForGroup after grouping size = " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+  Log("EBTG: totalGroupedTriggerNumber in this grouping step is: " + std::to_string(totalGroupedTriggerNumber) + ", totalToRemoveTriggerNumber = " + std::to_string(totalToRemoveTriggerNumber), v_warning, verbosityEBTG);
+
+  return totalToRemoveTriggerNumber;
+}
+
+int EBTriggerGrouper::FillByTrigWord(uint32_t mainTrigWord, vector<uint32_t> TrigWords, int tolerance)
+{
+  // Fill the trigger maps at GroupedTriggersInTotal[mainTrigWord]
+  // for all triggers in the buffer, if the trigger word is in the vector, and in the range of main TrigWord - the tolerance
+  // push the trigger into the map
+
+  Log("EBTG: FillByTrigWord()", v_warning, verbosityEBTG);
+  Log("EBTG: Fill by TrigWord: " + std::to_string(mainTrigWord), v_warning, verbosityEBTG);
+  Log("EBTG: size of time buffer before refilling is " + std::to_string(TrigTimeForGroup.size()) + ", size of word buffer is " + std::to_string(TrigWordForGroup.size()), v_warning, verbosityEBTG);
+
+  int addedTriggerNumber = 0;
+  vector<int> indexToRemove;
+
+  for (int i = TrigTimeForGroup.size() - 1; i >= 0; i--)
+  {
+    if (verbosityEBTG > 11)
+      cout << "EBTG: FillByTrigWord: mainTrigWord = " << mainTrigWord << ", TrigWordForGroup[i] = " << TrigWordForGroup[i] << ", TrigTimeForGroup[i] = " << TrigTimeForGroup[i] << ", tolerance = " << tolerance << endl;
+    // check is current trigger word in TrigWords
+    if (std::find(TrigWords.begin(), TrigWords.end(), TrigWordForGroup[i]) == TrigWords.end())
+      continue;
+    bool triggerToAdd = false;
+    int insertTrack = 0;
+    int insertGroupIndex = 0;
+    uint64_t insertedDT = tolerance;
+    for (int j = 0; j < GroupedTriggersInTotal[mainTrigWord].size(); j++)
+    {
+      for (auto it = GroupedTriggersInTotal[mainTrigWord][j].begin(); it != GroupedTriggersInTotal[mainTrigWord][j].end(); ++it)
+      {
+        if (it->second == mainTrigWord)
+        {
+          uint64_t dt = (TrigTimeForGroup[i] > it->first) ? (TrigTimeForGroup[i] - it->first) : (it->first - TrigTimeForGroup[i]);
+          if (dt < tolerance && dt < insertedDT)
+          {
+            insertedDT = dt;
+            insertTrack = mainTrigWord;
+            insertGroupIndex = j;
+            triggerToAdd = true;
+            Log("EBTG: FillByTrigWord: Found trigger to add, insertTrack = " + std::to_string(insertTrack) + ", insertGroupIndex = " + std::to_string(insertGroupIndex) + ", insert DT = " + std::to_string(insertedDT), 9, verbosityEBTG);
+            break;
+          }
+        }
+      }
+    }
+    if (triggerToAdd)
+    {
+      GroupedTriggersInTotal[mainTrigWord][insertGroupIndex].insert(std::make_pair(TrigTimeForGroup[i], TrigWordForGroup[i]));
+      indexToRemove.push_back(i);
+      if (verbosityEBTG > 11)
+        cout << "EBTG: FillByTrigWord: add this trigger: " << TrigTimeForGroup[i] << " - " << TrigWordForGroup[i] << endl;
+      addedTriggerNumber++;
+    }
+  }
+  Log("EBTG: FillByTrigWord Finished, addedTriggerNumber = " + std::to_string(addedTriggerNumber), v_warning, verbosityEBTG);
+  Log("EBTG: indexToRemove size = " + std::to_string(indexToRemove.size()) + ", buffer size before remove is " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+
+  // sort indexToRemove from large to small, then remove the triggers in buffer based on toRemove index
+  std::sort(indexToRemove.begin(), indexToRemove.end(), std::greater<int>());
+
+  if (verbosityEBTG > 11)
+  {
+    // print all index to remove
+    cout << "EBTG: FillByTrigWord: indexToRemove: ";
+    for (int i = 0; i < indexToRemove.size(); i++)
+    {
+      cout << indexToRemove[i] << ", ";
+    }
+  }
+
+  for (int i = 0; i < indexToRemove.size(); i++)
+  {
+    TrigTimeForGroup.erase(TrigTimeForGroup.begin() + indexToRemove[i]);
+    TrigWordForGroup.erase(TrigWordForGroup.begin() + indexToRemove[i]);
+  }
+  Log("EBTG: buffer TriggersForGroup after refilling and removing size = " + std::to_string(TrigTimeForGroup.size()), v_warning, verbosityEBTG);
+
+  return addedTriggerNumber;
+}
+
+int EBTriggerGrouper::CleanTriggerBuffer()
+{
+  // remove very early trigger in TrigTimeForGroup and TrigWordForGroup
+  // only leave the latest maxNumAllowedInBuffer elements
+  int removedNumber = 0;
+  if (TrigTimeForGroup.size() > maxNumAllowedInBuffer)
+  {
+    removedNumber = TrigTimeForGroup.size() - maxNumAllowedInBuffer;
+    removedTriggerInBuffer += removedNumber;
+    Log("EBTG: CleanTriggerBuffer, will remove the earliest " + std::to_string(TrigTimeForGroup.size() - maxNumAllowedInBuffer) + " triggers in buffer", v_message, verbosityEBTG);
+    TrigTimeForGroup.erase(TrigTimeForGroup.begin(), TrigTimeForGroup.end() - maxNumAllowedInBuffer);
+    TrigWordForGroup.erase(TrigWordForGroup.begin(), TrigWordForGroup.end() - maxNumAllowedInBuffer);
+  }
+  return removedNumber;
+}
\ No newline at end of file
diff --git a/UserTools/EBTriggerGrouper/EBTriggerGrouper.h b/UserTools/EBTriggerGrouper/EBTriggerGrouper.h
new file mode 100644
index 000000000..3d573259b
--- /dev/null
+++ b/UserTools/EBTriggerGrouper/EBTriggerGrouper.h
@@ -0,0 +1,124 @@
+#ifndef EBTriggerGrouper_H
+#define EBTriggerGrouper_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+
+/**
+ * \class EBPMT
+ *
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
+ *
+ */
+
+class EBTriggerGrouper : public Tool
+{
+
+public:
+    EBTriggerGrouper();                                       ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+
+    bool GroupByTolerance();
+    bool FillByTolerance();
+    bool SaveGroupedTriggers();
+    bool CleanBuffer();
+
+    int GroupByTrigWord(uint32_t mainTrigWord, vector<uint32_t> TrigWords, int tolerance);
+    // group and save triggers to GroupedTriggersInTotal and RunCodeInTotal
+    // input a vector of trigger words in that combination, and a tolerance
+    // during grouping, select based on the main TrigWord + the tolerance
+    // in that range, if the trigger word is in the vector, group them together
+    // push the grouped trigger map into the vector at GroupedTriggersInTotal[mainTrigWord]
+
+    int FillByTrigWord(uint32_t mainTrigWord, vector<uint32_t> TrigWords, int tolerance);
+    // Fill the trigger maps at GroupedTriggersInTotal[mainTrigWord]
+    // for all triggers in the buffer, if the trigger word is in the vector, and in the range of main TrigWord - the tolerance
+    // push the trigger into the map
+
+    int CleanTriggerBuffer(); // remove very early trigger in TrigTimeForGroup and TrigWordForGroup
+    // only leave the latest maxNumAllowedInBuffer elements
+
+private:
+    string savePath;
+    string GroupMode; // beam, Tolerance
+    double GroupTolerance;
+    int GroupTrigWord;
+
+    std::map<uint64_t, std::vector<uint32_t>> *TimeToTriggerWordMap;
+    std::map<uint64_t, std::vector<uint32_t>> *TimeToTriggerWordMapComplete; // Info about all triggerwords
+
+    vector<uint64_t> TrigTimeForGroup;
+    vector<uint32_t> TrigWordForGroup;
+    vector<int> RunCodeBuffer;
+
+    std::vector<std::map<uint64_t, uint32_t>> GroupedTriggers; // each map is a group of triggers, for the main target trigger
+    vector<int> RunCode;                                       //!! RunCode goes with each group, always modify them together
+
+    std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
+    std::map<int, std::vector<int>> RunCodeInTotal;                                  //!! RunCode goes with each group, always modify them together
+
+    std::map<int, int> SkippedDuplicateTriggers; // if the trigger was duplicated in multiple entries, skip it. this record the skipped number of groups
+
+    int verbosityEBTG;
+
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+
+    int ANNIEEventNum;
+    int CurrentRunNum;
+    int CurrentSubrunNum;
+    int CurrentPartNum;
+    int currentRunCode;
+    bool usingTriggerOverlap;
+
+    int StoreTotalEntry;
+
+    int maxNumAllowedInBuffer;
+    int removedTriggerInBuffer;
+
+    bool groupBeam;
+    bool groupCosmic;
+    bool groupLaser;
+    bool groupLED;
+    bool groupAmBe;
+    bool groupPPS;
+    bool groupNuMI;
+
+    int BeamTriggerMain;
+    double BeamTolerance;
+    vector<uint32_t> BeamTriggers;
+
+    int CosmicTriggerMain;
+    double CosmicTolerance;
+    vector<uint32_t> CosmicTriggers;
+
+    int LaserTriggerMain;
+    double LaserTolerance;
+    vector<uint32_t> LaserTriggers;
+
+    int LEDTriggerMain;
+    double LEDTolerance;
+    vector<uint32_t> LEDTriggers;
+
+    int AmBeTriggerMain;
+    double AmBeTolerance;
+    vector<uint32_t> AmBeTriggers;
+
+    int PPSTriggerMain;
+    double PPSTolerance;
+    vector<uint32_t> PPSTriggers;
+
+    int NuMITriggerMain;
+    double NuMITolerance;
+    vector<uint32_t> NuMITriggers;
+};
+
+#endif
diff --git a/UserTools/EBTriggerGrouper/README.md b/UserTools/EBTriggerGrouper/README.md
new file mode 100644
index 000000000..3f84b6468
--- /dev/null
+++ b/UserTools/EBTriggerGrouper/README.md
@@ -0,0 +1,32 @@
+# EBTriggerGrouper
+
+EBTriggerGrouper is a part of the Event Builder V2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+
+
+This tool take TimeToTriggerWordMap from the trigger data decoder as input, push the triggers and trigger words into TrigTimeForGroup and TrigWordForGroup, then use the pre defined trigger groups like BeamTriggers to group the triggers based on time tolorance. Finally save the grouped triggers to GroupedTriggersInTotal in CStore.
+
+## Data
+
+**TimeToTriggerWordMap** `std::map<uint64_t, std::vector<uint32_t>>`
+**TimeToTriggerWordMapComplete** `std::map<uint64_t, std::vector<uint32_t>>`
+Take from TriggerDataDecoder. This tool will push the info to 
+
+**TrigTimeForGroup** `vector<uint64_t>`
+**TrigWordForGroup** `vector<uint32_t>`
+Buffer for timestamps. Only be used in this tool.
+
+
+**GroupedTriggersInTotal** `std::map<int, std::vector<std::map<uint64_t, uint32_t>>>`
+Groupped triggers, will be passed to other tools for matching.
+
+## Configuration
+For one group type, you need one option, and two configs from the config file, one config hard coded in the cpp file.
+groupBeam: tell the tool group this run type or not
+BeamTriggerMain: the main trigger of a run type. For instance, main beam trigger is 14
+BeamTolerance: the time tolerance that you allow other triggers in this run type to be paired with a main trigger.
+BeamTriggers: hard coded in the cpp file for safety. This vector contains all trigger word that allowed to be grouped as beam.
+They are sent to GroupByTrigWord function for each run type. In case there will be more run types in the future.
+
+
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index c986c48b7..ef0a191bf 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -174,5 +174,6 @@ if (tool=="BackTracker") ret=new BackTracker;
 if (tool=="PrintDQ") ret=new PrintDQ;
 if (tool=="AssignBunchTimingMC") ret=new AssignBunchTimingMC;
 if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
+if (tool=="EBTriggerGrouper") ret=new EBTriggerGrouper;
 return ret;
 }
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 7e64d4e9b..022fea898 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -182,3 +182,5 @@
 #include "PrintDQ.h"
 #include "AssignBunchTimingMC.h"
 #include "FitRWMWaveform.h"
+#include "EBTriggerGrouper.h"
+#include "EBTriggerGrouper.h"

From 76fa77141598f8e38118335533bd83133c498ae7 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Sun, 19 Jan 2025 23:00:49 -0600
Subject: [PATCH 116/163] Add EBLAPPD tool in EBV2 tool chain

---
 UserTools/EBLAPPD/EBLAPPD.cpp | 382 ++++++++++++++++++++++++++++++++++
 UserTools/EBLAPPD/EBLAPPD.h   |  95 +++++++++
 UserTools/EBLAPPD/README.md   |  35 ++++
 UserTools/Factory/Factory.cpp |   1 +
 UserTools/Unity.h             |   1 +
 5 files changed, 514 insertions(+)
 create mode 100644 UserTools/EBLAPPD/EBLAPPD.cpp
 create mode 100644 UserTools/EBLAPPD/EBLAPPD.h
 create mode 100644 UserTools/EBLAPPD/README.md

diff --git a/UserTools/EBLAPPD/EBLAPPD.cpp b/UserTools/EBLAPPD/EBLAPPD.cpp
new file mode 100644
index 000000000..4658d96d1
--- /dev/null
+++ b/UserTools/EBLAPPD/EBLAPPD.cpp
@@ -0,0 +1,382 @@
+#include "EBLAPPD.h"
+
+EBLAPPD::EBLAPPD() : Tool() {}
+
+bool EBLAPPD::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("verbosityEBLAPPD", verbosityEBLAPPD);
+  matchTargetTrigger = 14;
+  m_variables.Get("matchTargetTrigger", matchTargetTrigger);
+  matchTolerance_ns = 400000; // default 400us
+  m_variables.Get("matchTolerance_ns", matchTolerance_ns);
+  matchToAllTriggers = false;
+  m_variables.Get("matchToAllTriggers", matchToAllTriggers);
+  exePerMatch = 500;
+  m_variables.Get("exePerMatch", exePerMatch);
+
+  return true;
+}
+
+bool EBLAPPD::Execute()
+{
+  m_data->CStore.Get("PairedLAPPDTriggerTimestamp", PairedCTCTimeStamps);
+  m_data->CStore.Get("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
+  m_data->CStore.Get("PairedLAPPD_TriggerIndex", PairedLAPPD_TriggerIndex);
+  m_data->CStore.Get("Buffer_LAPPDData", Buffer_LAPPDData);
+  m_data->CStore.Get("Buffer_LAPPDTimestamp_ns", Buffer_LAPPDTimestamp_ns);
+  m_data->CStore.Get("Buffer_LAPPDBeamgate_ns", Buffer_LAPPDBeamgate_ns);
+  m_data->CStore.Get("Buffer_LAPPDOffset", Buffer_LAPPDOffset);
+  m_data->CStore.Get("Buffer_LAPPDBeamgate_Raw", Buffer_LAPPDBeamgate_Raw);
+  m_data->CStore.Get("Buffer_LAPPDTimestamp_Raw", Buffer_LAPPDTimestamp_Raw);
+  m_data->CStore.Get("Buffer_LAPPDBGCorrection", Buffer_LAPPDBGCorrection);
+  m_data->CStore.Get("Buffer_LAPPDTSCorrection", Buffer_LAPPDTSCorrection);
+  m_data->CStore.Get("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
+  m_data->CStore.Get("Buffer_LAPPDRunCode", Buffer_RunCode);
+
+  m_data->CStore.Get("Buffer_LAPPDBG_PPSBefore", Buffer_LAPPDBG_PPSBefore);
+  m_data->CStore.Get("Buffer_LAPPDBG_PPSAfter", Buffer_LAPPDBG_PPSAfter);
+  m_data->CStore.Get("Buffer_LAPPDBG_PPSDiff", Buffer_LAPPDBG_PPSDiff);
+  m_data->CStore.Get("Buffer_LAPPDBG_PPSMissing", Buffer_LAPPDBG_PPSMissing);
+  m_data->CStore.Get("Buffer_LAPPDTS_PPSBefore", Buffer_LAPPDTS_PPSBefore);
+  m_data->CStore.Get("Buffer_LAPPDTS_PPSAfter", Buffer_LAPPDTS_PPSAfter);
+  m_data->CStore.Get("Buffer_LAPPDTS_PPSDiff", Buffer_LAPPDTS_PPSDiff);
+  m_data->CStore.Get("Buffer_LAPPDTS_PPSMissing", Buffer_LAPPDTS_PPSMissing);
+
+  Log("EBLAPPD: Got pairing information from CStore, PairedLAPPDTimeStamps[14] size = " + std::to_string(PairedLAPPDTimeStamps[14].size()), v_message, verbosityEBLAPPD);
+
+  CleanData();
+  m_data->CStore.Get("RunCode", currentRunCode);
+
+  bool IsNewLAPPDData = false;
+  m_data->CStore.Get("NewLAPPDDataAvailable", IsNewLAPPDData);
+  Log("EBLAPPD: NewLAPPDDataAvailable = " + std::to_string(IsNewLAPPDData), v_message, verbosityEBLAPPD);
+  bool LoadingPPS = false;
+  m_data->CStore.Get("LoadingPPS", LoadingPPS);
+
+  if (IsNewLAPPDData && !LoadingPPS)
+    LoadLAPPDData();
+
+  Log("EBLAPPD: Finished Loading LAPPD data to buffer, Buffer_LAPPDData size is now " + std::to_string(Buffer_LAPPDData.size()), v_message, verbosityEBLAPPD);
+
+  string storeFileName;
+  m_data->CStore.Get("SaveToFileName", storeFileName);
+
+  bool stopLoop = false;
+  m_data->vars.Get("StopLoop", stopLoop);
+  int runNum = thisRunNum;
+  m_data->vars.Get("RunNumber", thisRunNum);
+  bool ForceLAPPDMatching = false;
+  m_data->CStore.Get("ForceLAPPDMatching", ForceLAPPDMatching);
+
+  if (stopLoop || runNum != thisRunNum || exeNum % exePerMatch == 0 || ForceLAPPDMatching)
+  {
+    Log("EBLAPPD: exeNum = " + std::to_string(exeNum) + ". Doing matching", v_message, verbosityEBLAPPD);
+    Log("EBLAPPD: Matching reason is stopLoop = " + std::to_string(stopLoop) + ", runNum = " + std::to_string(runNum) + ", exeNum = " + std::to_string(exeNum) + ", ForceLAPPDMatching = " + std::to_string(ForceLAPPDMatching), v_message, verbosityEBLAPPD);
+    if (matchToAllTriggers)
+    {
+      Matching(0, 0);
+    }
+    else
+    {
+      bool BeamTriggerGroupped = false;
+      m_data->CStore.Get("BeamTriggerGroupped", BeamTriggerGroupped);
+      if (BeamTriggerGroupped)
+        Matching(14, 14);
+      else
+        Log("EBLAPPD: BeamTriggerGroupped is false, no beam trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
+
+      bool LaserTriggerGroupped = false;
+      m_data->CStore.Get("LaserTriggerGroupped", LaserTriggerGroupped);
+      if (LaserTriggerGroupped)
+        Matching(47, 47);
+      else
+        Log("EBLAPPD: LaserTriggerGroupped is false, no laser trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
+
+      bool CosmicTriggerGroupped = false;
+      m_data->CStore.Get("CosmicTriggerGroupped", CosmicTriggerGroupped);
+      if (CosmicTriggerGroupped)
+        Matching(45, 46);
+      else
+        Log("EBLAPPD: CosmicTriggerGroupped is false, no cosmic trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
+
+      bool LEDTriggerGroupped = false;
+      m_data->CStore.Get("LEDTriggerGroupped", LEDTriggerGroupped);
+      if (LEDTriggerGroupped)
+        Matching(31, 46);
+      else
+        Log("EBLAPPD: LEDTriggerGroupped is false, no LED trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
+
+      bool NuMITriggerGroupped = false;
+      m_data->CStore.Get("NuMITriggerGroupped", NuMITriggerGroupped);
+      if (NuMITriggerGroupped)
+        Matching(42, 46);
+      else
+        Log("EBLAPPD: NuMITriggerGroupped is false, no NuMI trigger groupped in the grouper, stop matching", v_message, verbosityEBLAPPD);
+    }
+  }
+
+  // Set all matching info to CStore
+  m_data->CStore.Set("PairedLAPPDTriggerTimestamp", PairedCTCTimeStamps);
+  m_data->CStore.Set("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
+  m_data->CStore.Set("PairedLAPPD_TriggerIndex", PairedLAPPD_TriggerIndex);
+  Log("EBLAPPD: Set pairing information to CStore, PairedLAPPDTimeStamps[14] size = " + std::to_string(PairedLAPPDTimeStamps[14].size()), v_message, verbosityEBLAPPD);
+  Log("EBLAPPD: Set pairing information to CStore, PairedLAPPDTimeStamps[47] size = " + std::to_string(PairedLAPPDTimeStamps[47].size()), v_message, verbosityEBLAPPD);
+
+  // Set the indexing of buffer
+  m_data->CStore.Set("Buffer_LAPPDTimestamp_ns", Buffer_LAPPDTimestamp_ns);
+
+  // Also set all buffers to CStore
+  m_data->CStore.Set("Buffer_LAPPDData", Buffer_LAPPDData);
+  m_data->CStore.Set("Buffer_LAPPDBeamgate_ns", Buffer_LAPPDBeamgate_ns);
+  m_data->CStore.Set("Buffer_LAPPDOffset", Buffer_LAPPDOffset);
+  m_data->CStore.Set("Buffer_LAPPDBeamgate_Raw", Buffer_LAPPDBeamgate_Raw);
+  m_data->CStore.Set("Buffer_LAPPDTimestamp_Raw", Buffer_LAPPDTimestamp_Raw);
+  m_data->CStore.Set("Buffer_LAPPDBGCorrection", Buffer_LAPPDBGCorrection);
+  m_data->CStore.Set("Buffer_LAPPDTSCorrection", Buffer_LAPPDTSCorrection);
+  m_data->CStore.Set("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
+  m_data->CStore.Set("Buffer_LAPPDRunCode", Buffer_RunCode);
+
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSBefore", Buffer_LAPPDBG_PPSBefore);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSAfter", Buffer_LAPPDBG_PPSAfter);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSDiff", Buffer_LAPPDBG_PPSDiff);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSMissing", Buffer_LAPPDBG_PPSMissing);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSBefore", Buffer_LAPPDTS_PPSBefore);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSAfter", Buffer_LAPPDTS_PPSAfter);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSDiff", Buffer_LAPPDTS_PPSDiff);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSMissing", Buffer_LAPPDTS_PPSMissing);
+
+  exeNum++;
+
+  return true;
+}
+
+bool EBLAPPD::Finalise()
+{
+  Log("\033[1;34mEBLAPPD: Finalising\033[0m", v_message, verbosityEBLAPPD);
+  Log("EBLAPPD: Matched LAPPD number = " + std::to_string(matchedLAPPDNumber), v_message, verbosityEBLAPPD);
+  Log("EBLAPPD: Unmatched LAPPD number = " + std::to_string(MatchBuffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBLAPPD);
+  return true;
+}
+
+bool EBLAPPD::CleanData()
+{
+  LAPPDBeamgate_ns = 0;
+  LAPPDTimestamp_ns = 0;
+  LAPPDOffset = 0;
+  LAPPDBeamgate_Raw = 0;
+  LAPPDTimestamp_Raw = 0;
+  LAPPDBGCorrection = 0;
+  LAPPDTSCorrection = 0;
+  LAPPDOffset_minus_ps = 0;
+
+  LAPPDBG_PPSBefore = 0;
+  LAPPDBG_PPSAfter = 0;
+  LAPPDBG_PPSDiff = 0;
+  LAPPDBG_PPSMissing = 0;
+  LAPPDTS_PPSBefore = 0;
+  LAPPDTS_PPSAfter = 0;
+  LAPPDTS_PPSDiff = 0;
+  LAPPDTS_PPSMissing = 0;
+
+  return true;
+}
+
+bool EBLAPPD::LoadLAPPDData()
+{
+  // get the LAPPD beamgate
+  LAPPDBeamgate_Raw = 0;
+  LAPPDTimestamp_Raw = 0;
+  m_data->CStore.Get("LAPPDBeamgate_Raw", LAPPDBeamgate_Raw);
+  m_data->CStore.Get("LAPPDTimestamp_Raw", LAPPDTimestamp_Raw);
+
+  LAPPDBeamgate_ns = LAPPDBeamgate_Raw * 3.125;
+  LAPPDTimestamp_ns = LAPPDTimestamp_Raw * 3.125;
+
+  LAPPDBGCorrection = 0;
+  LAPPDTSCorrection = 0;
+  LAPPDOffset_minus_ps = 0;
+  m_data->CStore.Get("LAPPDBGCorrection", LAPPDBGCorrection);
+  m_data->CStore.Get("LAPPDTSCorrection", LAPPDTSCorrection);
+  m_data->CStore.Get("LAPPDOffset_minus_ps", LAPPDOffset_minus_ps);
+  LAPPDOffset = 0;
+  m_data->CStore.Get("LAPPDOffset", LAPPDOffset);
+
+  LAPPDBeamgate_ns = LAPPDBeamgate_ns + LAPPDBGCorrection + LAPPDOffset;
+  LAPPDTimestamp_ns = LAPPDTimestamp_ns + LAPPDTSCorrection + LAPPDOffset;
+
+  LAPPDBG_PPSBefore = 0;
+  LAPPDBG_PPSAfter = 0;
+  LAPPDBG_PPSDiff = 0;
+  LAPPDBG_PPSMissing = 0;
+  LAPPDTS_PPSBefore = 0;
+  LAPPDTS_PPSAfter = 0;
+  LAPPDTS_PPSDiff = 0;
+  LAPPDTS_PPSMissing = 0;
+  m_data->CStore.Get("BG_PPSBefore", LAPPDBG_PPSBefore);
+  m_data->CStore.Get("BG_PPSAfter", LAPPDBG_PPSAfter);
+  m_data->CStore.Get("BG_PPSDiff", LAPPDBG_PPSDiff);
+  m_data->CStore.Get("BG_PPSMissing", LAPPDBG_PPSMissing);
+  m_data->CStore.Get("TS_PPSBefore", LAPPDTS_PPSBefore);
+  m_data->CStore.Get("TS_PPSAfter", LAPPDTS_PPSAfter);
+  m_data->CStore.Get("TS_PPSDiff", LAPPDTS_PPSDiff);
+  m_data->CStore.Get("TS_PPSMissing", LAPPDTS_PPSMissing);
+
+  if (verbosityEBLAPPD > 1)
+  {
+    cout << "Processing new LAPPD data from store" << endl;
+    cout << "Got info: LAPPDBeamgate_Raw: " << LAPPDBeamgate_Raw << ", LAPPDTimestamp_Raw: " << LAPPDTimestamp_Raw << ", LAPPDBGCorrection: " << LAPPDBGCorrection << ", LAPPDTSCorrection: " << LAPPDTSCorrection << ", LAPPDOffset: " << LAPPDOffset << ", LAPPDOffset_minus_ps: " << LAPPDOffset_minus_ps << ", LAPPDBG_PPSBefore: " << LAPPDBG_PPSBefore << ", LAPPDBG_PPSAfter: " << LAPPDBG_PPSAfter << ", LAPPDBG_PPSDiff: " << LAPPDBG_PPSDiff << ", LAPPDBG_PPSMissing: " << LAPPDBG_PPSMissing << ", LAPPDTS_PPSBefore: " << LAPPDTS_PPSBefore << ", LAPPDTS_PPSAfter: " << LAPPDTS_PPSAfter << ", LAPPDTS_PPSDiff: " << LAPPDTS_PPSDiff << ", LAPPDTS_PPSMissing: " << LAPPDTS_PPSMissing << endl;
+    cout << "LAPPDBeamgate_ns:   " << LAPPDBeamgate_ns << endl;
+    cout << "LAPPDTimestamp_ns: " << LAPPDTimestamp_ns << endl;
+  }
+
+  bool gotdata = m_data->CStore.Get("StoreLoadedLAPPDData", dat);
+
+  if (gotdata)
+  {
+    Buffer_LAPPDTimestamp_ns.push_back(LAPPDTimestamp_ns);
+
+    Buffer_LAPPDData.push_back(dat);
+    Buffer_LAPPDBeamgate_ns.push_back(LAPPDBeamgate_ns);
+    Buffer_LAPPDOffset.push_back(LAPPDOffset);
+    Buffer_LAPPDBeamgate_Raw.push_back(LAPPDBeamgate_Raw);
+    Buffer_LAPPDTimestamp_Raw.push_back(LAPPDTimestamp_Raw);
+    Buffer_LAPPDBGCorrection.push_back(LAPPDBGCorrection);
+    Buffer_LAPPDTSCorrection.push_back(LAPPDTSCorrection);
+    Buffer_LAPPDOffset_minus_ps.push_back(LAPPDOffset_minus_ps);
+    Buffer_RunCode.push_back(currentRunCode);
+
+    Buffer_LAPPDBG_PPSBefore.push_back(LAPPDBG_PPSBefore);
+    Buffer_LAPPDBG_PPSAfter.push_back(LAPPDBG_PPSAfter);
+    Buffer_LAPPDBG_PPSDiff.push_back(LAPPDBG_PPSDiff);
+    Buffer_LAPPDBG_PPSMissing.push_back(LAPPDBG_PPSMissing);
+    Buffer_LAPPDTS_PPSBefore.push_back(LAPPDTS_PPSBefore);
+    Buffer_LAPPDTS_PPSAfter.push_back(LAPPDTS_PPSAfter);
+    Buffer_LAPPDTS_PPSDiff.push_back(LAPPDTS_PPSDiff);
+    Buffer_LAPPDTS_PPSMissing.push_back(LAPPDTS_PPSMissing);
+
+    MatchBuffer_LAPPDTimestamp_ns.push_back(LAPPDTimestamp_ns);
+
+    if (LAPPDTS_PPSMissing != LAPPDBG_PPSMissing)
+      Log("EBLAPPD: PPS missing in BG and TS are different, BG: " + std::to_string(LAPPDBG_PPSMissing) + ", TS: " + std::to_string(LAPPDTS_PPSMissing), v_warning, verbosityEBLAPPD);
+
+    Log("EBLAPPD: Loaded LAPPD data to buffer, Buffer_LAPPDData size after this load is now " + std::to_string(Buffer_LAPPDData.size()), v_message, verbosityEBLAPPD);
+  }
+
+  return true;
+}
+
+bool EBLAPPD::Matching(int targetTrigger, int matchToTrack)
+{
+  cout << "\033[1;34m******* EBLAPPD : Matching *******\033[0m" << endl;
+  Log("EBLAPPD: Matching LAPPD data with target trigger " + std::to_string(targetTrigger) + " in track " + std::to_string(matchToTrack), v_message, verbosityEBLAPPD);
+
+  std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
+  m_data->CStore.Get("GroupedTriggersInTotal", GroupedTriggersInTotal);
+  // print how many trigger groups in each track
+
+  vector<uint64_t> matchedLAPPDTimes;
+  vector<int> indexToRemove;
+  std::map<int, int> matchedNumberInTrack;
+
+  // loop the LAPPDDataBuffer keys, and loop all the grouped triggers
+  // in each group of trigger, find the target trigger word and it's time
+  // fine the minimum time difference, if smaller than matchTolerance_ns, then save the time to PairedCTCTimeStamps and PairedLAPPDTimeStamps
+  for (int i = 0; i < MatchBuffer_LAPPDTimestamp_ns.size(); i++)
+  {
+    uint64_t LAPPDtime = MatchBuffer_LAPPDTimestamp_ns.at(i);
+    // if found LAPPDtime at PairedLAPPDTimeStamps, skip //shouldn't happen
+    if (std::find(PairedLAPPDTimeStamps[matchToTrack].begin(), PairedLAPPDTimeStamps[matchToTrack].end(), LAPPDtime) != PairedLAPPDTimeStamps[matchToTrack].end())
+    {
+      Log("EBLAPPD: Buffer " + std::to_string(i) + " with time " + std::to_string(Buffer_LAPPDTimestamp_ns.at(i)) + ": Found a match already", v_message, verbosityEBLAPPD);
+      continue;
+    }
+
+    // set minDT to 5 min
+    uint64_t minDT = 5 * 60 * 1e9;
+    uint64_t minDTTrigger = 0;
+    uint64_t dt = 0;
+    uint32_t matchedTrigWord = 0;
+    int matchedTrack = 0;
+    int matchedIndex = 0;
+
+    for (std::pair<int, std::vector<std::map<uint64_t, uint32_t>>> pair : GroupedTriggersInTotal)
+    {
+      int TrackTriggerWord = pair.first;
+      if (matchedNumberInTrack.find(TrackTriggerWord) == matchedNumberInTrack.end())
+        matchedNumberInTrack.emplace(TrackTriggerWord, 0);
+      if (TrackTriggerWord != matchToTrack && !matchToAllTriggers)
+      {
+        // Log("EBLAPPD: Skipping TrackTriggerWord " + std::to_string(TrackTriggerWord), v_debug, verbosityEBLAPPD);
+        continue;
+      }
+      vector<std::map<uint64_t, uint32_t>> GroupedTriggers = pair.second;
+
+      for (int j = 0; j < GroupedTriggers.size(); j++)
+      {
+        map<uint64_t, uint32_t> groupedTrigger = GroupedTriggers.at(j);
+        // itearte over all the grouped triggers, if the value is target trigger, then calculate the time difference
+        for (std::pair<uint64_t, uint32_t> p : groupedTrigger)
+        {
+          if (matchToAllTriggers || p.second == targetTrigger)
+          {
+
+            if (LAPPDtime > p.first)
+            {
+              dt = LAPPDtime - p.first;
+            }
+            else
+            {
+              dt = p.first - LAPPDtime;
+            }
+            if (dt < minDT)
+            {
+              minDT = dt;
+              minDTTrigger = p.first;
+              matchedTrigWord = p.second;
+              matchedTrack = TrackTriggerWord;
+              matchedIndex = j;
+            }
+          }
+        }
+      }
+    }
+
+    Log("EBLAPPD: at buffer " + std::to_string(i) + " with time " + std::to_string(Buffer_LAPPDTimestamp_ns.at(i)) + ", minDT: " + std::to_string(minDT), v_debug, verbosityEBLAPPD);
+    if (minDT < matchTolerance_ns)
+    {
+      PairedCTCTimeStamps[matchedTrack].push_back(minDTTrigger);
+      PairedLAPPDTimeStamps[matchedTrack].push_back(LAPPDtime);
+      PairedLAPPD_TriggerIndex[matchedTrack].push_back(matchedIndex);
+
+      matchedLAPPDTimes.push_back(LAPPDtime);
+      indexToRemove.push_back(i);
+      matchedLAPPDNumber++;
+      matchedNumberInTrack[matchedTrack]++;
+      Log("EBLAPPD: Buffer " + std::to_string(i) + " with time " + std::to_string(Buffer_LAPPDTimestamp_ns.at(i)) + ": Found a match for LAPPD data at " + std::to_string(LAPPDtime) + " with target trigger at " + std::to_string(minDTTrigger) + " with minDT " + std::to_string(minDT), v_message, verbosityEBLAPPD);
+    }
+  }
+  Log("EBLAPPD: Finished matching LAPPD data with target triggers, " + std::to_string(matchedLAPPDTimes.size()) + " new matched found, total matchedLAPPDNumber = " + std::to_string(matchedLAPPDNumber) + " in buffer size = " + std::to_string(MatchBuffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBLAPPD);
+
+  for (int i = indexToRemove.size() - 1; i >= 0; i--)
+  {
+    MatchBuffer_LAPPDTimestamp_ns.erase(MatchBuffer_LAPPDTimestamp_ns.begin() + indexToRemove.at(i));
+  }
+
+  Log("EBLAPPD: Finished removing paired LAPPD data from match buffer, MatchBuffer_LAPPDTimestamp_ns size is now " + std::to_string(MatchBuffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBLAPPD);
+  // print all elements in matchedNumberInTrack with key and value
+  for (std::pair<int, int> pair : matchedNumberInTrack)
+  {
+    Log("EBLAPPD: Match finished, matched number in Track " + std::to_string(pair.first) + " is = " + std::to_string(pair.second), v_message, verbosityEBLAPPD);
+  }
+
+  return true;
+}
\ No newline at end of file
diff --git a/UserTools/EBLAPPD/EBLAPPD.h b/UserTools/EBLAPPD/EBLAPPD.h
new file mode 100644
index 000000000..a1dd6cfa3
--- /dev/null
+++ b/UserTools/EBLAPPD/EBLAPPD.h
@@ -0,0 +1,95 @@
+#ifndef EBLAPPD_H
+#define EBLAPPD_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "PsecData.h"
+#include "BoostStore.h"
+
+/**
+ * \class EBPMT
+ *
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
+ *
+ */
+
+class EBLAPPD : public Tool
+{
+
+public:
+    EBLAPPD();                                                ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+    bool LoadLAPPDData();
+    bool CleanData();
+    bool Matching(int targetTrigger, int matchToTrack);
+
+private:
+    int thisRunNum;
+    bool matchToAllTriggers;
+    int exePerMatch;
+
+    PsecData dat;
+    uint64_t LAPPDBeamgate_ns;
+    uint64_t LAPPDTimestamp_ns;
+    uint64_t LAPPDOffset;
+    unsigned long LAPPDBeamgate_Raw;
+    unsigned long LAPPDTimestamp_Raw;
+    int LAPPDBGCorrection;
+    int LAPPDTSCorrection;
+    int LAPPDOffset_minus_ps;
+    uint64_t LAPPDBG_PPSBefore;
+    uint64_t LAPPDBG_PPSAfter;
+    uint64_t LAPPDBG_PPSDiff;
+    int LAPPDBG_PPSMissing;
+    uint64_t LAPPDTS_PPSBefore;
+    uint64_t LAPPDTS_PPSAfter;
+    uint64_t LAPPDTS_PPSDiff;
+    int LAPPDTS_PPSMissing;
+
+    vector<uint64_t> MatchBuffer_LAPPDTimestamp_ns; // used to indexing data for unmatched
+
+    // TODO, maybe make a new "LAPPDBuildData" class?
+    vector<uint64_t> Buffer_LAPPDTimestamp_ns; // used to indexing the data
+    vector<PsecData> Buffer_LAPPDData;
+    vector<uint64_t> Buffer_LAPPDBeamgate_ns;
+    vector<uint64_t> Buffer_LAPPDOffset;
+    vector<unsigned long> Buffer_LAPPDBeamgate_Raw;
+    vector<unsigned long> Buffer_LAPPDTimestamp_Raw;
+    vector<int> Buffer_LAPPDBGCorrection;
+    vector<int> Buffer_LAPPDTSCorrection;
+    vector<int> Buffer_LAPPDOffset_minus_ps;
+    vector<int> Buffer_RunCode;
+    vector<uint64_t> Buffer_LAPPDBG_PPSBefore;
+    vector<uint64_t> Buffer_LAPPDBG_PPSAfter;
+    vector<uint64_t> Buffer_LAPPDBG_PPSDiff;
+    vector<int> Buffer_LAPPDBG_PPSMissing;
+    vector<uint64_t> Buffer_LAPPDTS_PPSBefore;
+    vector<uint64_t> Buffer_LAPPDTS_PPSAfter;
+    vector<uint64_t> Buffer_LAPPDTS_PPSDiff;
+    vector<int> Buffer_LAPPDTS_PPSMissing;
+
+    std::map<int, vector<uint64_t>> PairedCTCTimeStamps;
+    std::map<int, vector<int>> PairedLAPPD_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedLAPPDTimeStamps;
+
+    int matchTargetTrigger;
+    uint64_t matchTolerance_ns;
+    int verbosityEBLAPPD;
+
+    int matchedLAPPDNumber = 0;
+    int exeNum = 0;
+    int currentRunCode;
+
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+};
+
+#endif
diff --git a/UserTools/EBLAPPD/README.md b/UserTools/EBLAPPD/README.md
new file mode 100644
index 000000000..c8b4796ae
--- /dev/null
+++ b/UserTools/EBLAPPD/README.md
@@ -0,0 +1,35 @@
+# EBLAPPD
+
+EBLAPPD tool is a part of Event Building version 2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+
+EBLAPPD match the LAPPD beamgate + LAPPD offset to grouped trigger, and save the matching results to CStore for EBSaver.
+
+## Data
+
+**PairedCTCTimeStamps**
+After matching, the matched trigger timestamp will be saved here. The key is the main trigger word for each run type.
+Saved as PairedLAPPDTriggerTimestamp in CStore.
+
+**PairedLAPPDTimeStamps**
+After matching, the matched LAPPD beamgate + offset will be saved here. The key is the main trigger word for each run type.
+This and PairedCTCTimeStamps have the same index. A little bit dangerous, but overall works well.
+Saved as PairedLAPPDTimeStamps in CStore
+
+
+## Configuration
+
+**matchTargetTrigger** 
+This gives which trigger word that the LAPPD beamgate + offset should be matched to.
+
+**matchTolerance_ns**
+This gives the maximum allowed time tolerance between the LAPPD beamgate + offset and the target trigger timestamp.
+
+**exePerMatch** 
+This gives how many loops need to be past for one matching between MLAPPD beamgate + offset and target trigger timestamps.
+500 is generally fine with beam runs. 
+
+**matchToAllTriggers**
+1 or 0. 1 means match to all possible triggers, 0 means only match to the target trigger.
+
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index c986c48b7..0891d0838 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -174,5 +174,6 @@ if (tool=="BackTracker") ret=new BackTracker;
 if (tool=="PrintDQ") ret=new PrintDQ;
 if (tool=="AssignBunchTimingMC") ret=new AssignBunchTimingMC;
 if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
+if (tool=="EBLAPPD") ret=new EBLAPPD;
 return ret;
 }
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 7e64d4e9b..114074ea5 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -182,3 +182,4 @@
 #include "PrintDQ.h"
 #include "AssignBunchTimingMC.h"
 #include "FitRWMWaveform.h"
+#include "EBLAPPD.h"

From 71ffa81eb299c563db27b17ea04d9dc439981ddd Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Sun, 19 Jan 2025 23:32:55 -0600
Subject: [PATCH 117/163] Add EBSaver for EBV2 tool chain

---
 UserTools/EBSaver/EBSaver.cpp | 1507 +++++++++++++++++++++++++++++++++
 UserTools/EBSaver/EBSaver.h   |  202 +++++
 UserTools/EBSaver/README.md   |   29 +
 UserTools/Factory/Factory.cpp |    1 +
 UserTools/Unity.h             |    1 +
 5 files changed, 1740 insertions(+)
 create mode 100644 UserTools/EBSaver/EBSaver.cpp
 create mode 100644 UserTools/EBSaver/EBSaver.h
 create mode 100644 UserTools/EBSaver/README.md

diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
new file mode 100644
index 000000000..f7d459a60
--- /dev/null
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -0,0 +1,1507 @@
+#include "EBSaver.h"
+
+EBSaver::EBSaver() : Tool() {}
+
+bool EBSaver::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("verbosityEBSaver", verbosityEBSaver);
+  savePath = "";
+  m_variables.Get("savePath", savePath);
+  saveName = "ProcessedData_";
+  m_variables.Get("saveName", saveName);
+  beamInfoFileName = "BeamInfo.root";
+  m_variables.Get("beamInfoFileName", beamInfoFileName);
+
+  saveTriggerGroups = true;
+  savePMT = true;
+
+  saveAllTriggers = false;
+  m_variables.Get("saveAllTriggers", saveAllTriggers);
+  saveMRD = true;
+  m_variables.Get("saveMRD", saveMRD);
+  saveLAPPD = true;
+  m_variables.Get("saveLAPPD", saveLAPPD);
+  saveOrphan = true;
+  m_variables.Get("saveOrphan", saveOrphan);
+  saveBeamInfo = true;
+  m_variables.Get("saveBeamInfo", saveBeamInfo);
+
+  saveRawBRFWaveform = true;
+  m_variables.Get("saveRawBRFWaveform", saveRawBRFWaveform);
+  saveRawRWMWaveform = true;
+  m_variables.Get("saveRawRWMWaveform", saveRawRWMWaveform);
+
+  ANNIEEvent = new BoostStore(false, 2);
+
+  exeNumber = 0;
+  savedTriggerGroupNumber = 0;
+  savedPMTHitMapNumber = 0;
+  savedMRDNumber = 0;
+  savedLAPPDNumber = 0;
+
+  savePerExe = 2000;
+
+  if (savePMT)
+    saveName += "PMT";
+  if (saveMRD)
+    saveName += "MRD";
+  if (saveLAPPD)
+    saveName += "LAPPD";
+
+  m_data->CStore.Get("BeamTriggerMain", BeamTriggerMain);
+  m_data->CStore.Get("LaserTriggerMain", LaserTriggerMain);
+  m_data->CStore.Get("CosmicTriggerMain", CosmicTriggerMain);
+  m_data->CStore.Get("LEDTriggerMain", LEDTriggerMain);
+  m_data->CStore.Get("AmBeTriggerMain", AmBeTriggerMain);
+  m_data->CStore.Get("PPSMain", PPSMain);
+
+  InProgressHits = new std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *>;
+  InProgressChkey = new std::map<uint64_t, std::vector<unsigned long>>;
+  InProgressRecoADCHits = new std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>>;
+  InProgressRecoADCHitsAux = new std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>>;
+  InProgressHitsAux = new std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *>;
+  FinishedRawAcqSize = new std::map<uint64_t, std::map<unsigned long, std::vector<int>>>;
+
+  RWMRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>;
+  BRFRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>;
+
+  if (saveBeamInfo)
+  {
+    Log("EBSaver: saveBeamInfo is true, loading Beam Info", v_message, verbosityEBSaver);
+    LoadBeamInfo();
+  }
+
+  return true;
+}
+
+bool EBSaver::Execute()
+{
+
+  bool saveProcessedFile = false;
+  bool saveEverything = false;
+  m_data->CStore.Get("SaveProcessedFile", saveProcessedFile);
+  m_data->CStore.Get("SaveEverything", saveEverything);
+  if (!saveProcessedFile && !saveEverything)
+  {
+    Log("EBSaver: Not saving data in this exe", v_message, verbosityEBSaver);
+    return true;
+  }
+  cout << "\033[1;34m******* EBSaver : Start execute *******\033[0m" << endl;
+
+  m_data->CStore.Get("RunCodeToSave", savingRunCode);
+  GotAllDataFromOriginalBuffer();
+
+  Log("EBSaver: Start saving data for run code " + std::to_string(savingRunCode), v_message, verbosityEBSaver);
+
+  // clean the to remove buffer
+  GroupedTriggerIndexToRemove.clear();
+  PMTRunCodeToRemove.clear();
+  MRDRunCodeToRemove.clear();
+  LAPPDRunCodeToRemove.clear();
+
+  PMTPairInfoToRemoveTime.clear();
+  MRDPairInfoToRemoveTime.clear();
+  LAPPDPairInfoToRemoveTime.clear();
+
+  // get the grouped trigger, save the grouped triggers with the same runcode
+  cout << "\033[1;34m******* EBSaver : Saving *******\033[0m" << endl;
+  m_data->CStore.Get("GroupedTriggersInTotal", GroupedTriggersInTotal);
+  m_data->CStore.Get("RunCodeInTotal", RunCodeInTotal);
+
+  int savedEventNumber = 0;
+  // loop each track in the RunCodeInTotal;
+  for (auto const &track : RunCodeInTotal)
+  {
+    int triggerTrack = track.first;
+    std::vector<int> RunCodeVector = track.second;
+    // check if the RunCodeInTotal[tragetTrigWord] has the same size with GroupedTriggersInTotal[tragetTrigWord]
+    Log("EBSaver: Looping trigger track " + std::to_string(triggerTrack) + " with RunCodeInTotal size " + std::to_string(RunCodeVector.size()) + " and GroupedTriggersInTotal size " + std::to_string(GroupedTriggersInTotal[triggerTrack].size()), v_message, verbosityEBSaver);
+
+    if (RunCodeVector.size() != GroupedTriggersInTotal[triggerTrack].size())
+    {
+      Log("EBSaver: RunCodeInTotal and GroupedTriggersInTotal size not match, RunCodeVector size " + std::to_string(RunCodeVector.size()) + " and GroupedTriggersInTotal size " + std::to_string(GroupedTriggersInTotal[triggerTrack].size()), v_warning, verbosityEBSaver);
+      continue;
+    }
+    // GroupedTriggersInTotal and RunCodeInTotal have the same size
+    // same index is the cooresponding data
+    for (int i = 0; i < RunCodeVector.size(); i++)
+    {
+      int runCode = RunCodeVector[i];
+      // saving
+      // if save Everything, in case there might be some mis aligned events not saved to that processed part file correctly and left in buffer, save them to corresponding part file
+      if (runCode == savingRunCode)
+      {
+        Log("\033[1;34m ****EBSaver: Saving a new event with savedEventNumber = " + std::to_string(savedEventNumber) + " ****\033[0m", v_message, verbosityEBSaver);
+
+        std::string saveFileName = savePath + saveName + "_R" + to_string(runCode / 100000) + "S" + to_string((runCode % 100000) / 10000 - 1) + "p" + to_string(runCode % 10000);
+        Log("EBSaver: Saving to " + saveFileName + " with run code " + std::to_string(runCode) + " at index " + std::to_string(i), v_message, verbosityEBSaver);
+
+        // if in last exe, the runcode for that group of trigger equals to the saving RunCode, save to ANNIEEvent Processed File
+        SaveToANNIEEvent(saveFileName, runCode, triggerTrack, i);
+        savedEventNumber++;
+      }
+    }
+  }
+
+  // remove the paired trigger and data timestamp at PairInfoToRemoveIndex from the buffer like PairedLAPPDTimeStamps
+  for (auto const &track : GroupedTriggerIndexToRemove)
+  {
+    int triggerTrack = track.first;
+    int groupIndex = track.second;
+    GroupedTriggersInTotal[triggerTrack].erase(GroupedTriggersInTotal[triggerTrack].begin() + groupIndex);
+    RunCodeInTotal[triggerTrack].erase(RunCodeInTotal[triggerTrack].begin() + groupIndex);
+  }
+  int PMTToRemove = 0;
+  int MRDToRemove = 0;
+  int LAPPDToRemove = 0;
+  for (auto const &track : PMTPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    PMTToRemove += times.size();
+    // print the size of times, and all elements in times
+    Log("EBSaver: PMT PairInfoToRemoveTime at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    if (verbosityEBSaver > v_message)
+    {
+      for (int i = 0; i < times.size(); i++)
+        cout << i << ": " << times[i] << ", ";
+    }
+  }
+  cout << endl;
+  for (auto const &track : MRDPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    MRDToRemove += times.size();
+    Log("EBSaver: MRD PairInfoToRemoveTime at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    if (verbosityEBSaver > v_message)
+    {
+      for (int i = 0; i < times.size(); i++)
+        cout << i << ": " << times[i] << ", ";
+    }
+  }
+  cout << endl;
+  for (auto const &track : LAPPDPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    LAPPDToRemove += times.size();
+    Log("EBSaver: LAPPD PairInfoToRemoveTime at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    if (verbosityEBSaver > v_message)
+    {
+      for (int i = 0; i < times.size(); i++)
+        cout << i << ": " << times[i] << ", ";
+    }
+  }
+  cout << endl;
+
+  Log("EBSaver: before remove from pair info buffer, going to remove PMT " + std::to_string(PMTToRemove) + ", MRD " + std::to_string(MRDToRemove) + ", LAPPD " + std::to_string(LAPPDToRemove), v_message, verbosityEBSaver);
+
+  // print everything in PairedLAPPDTimeStamps for debug
+  for (auto const &track : PairedLAPPDTimeStamps)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    Log("EBSaver: PairedLAPPDTimeStamps at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < times.size(); i++)
+      cout << i << ": " << times[i] << ", ";
+  }
+  // print everything in Buffer_LAPPDTimestamp_ns for debug
+  Log("EBSaver: Buffer_LAPPDTimestamp_ns size " + std::to_string(Buffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBSaver);
+  for (int i = 0; i < Buffer_LAPPDTimestamp_ns.size(); i++)
+    cout << i << ": " << Buffer_LAPPDTimestamp_ns[i] << ", ";
+  cout << endl;
+
+  // delete LAPPD related timestamps
+  int removedLAPPD = 0;
+  for (auto const &track : LAPPDPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> indexes = track.second;
+    for (int i = 0; i < indexes.size(); i++)
+    {
+      int foundIndex = -1;
+      for (int j = 0; j < PairedLAPPDTimeStamps[triggerTrack].size(); j++)
+      {
+        if (PairedLAPPDTimeStamps[triggerTrack][j] == indexes[i])
+        {
+          foundIndex = j;
+          break;
+        }
+      }
+      if (foundIndex != -1)
+      {
+        removedLAPPD++;
+        Log("EBSaver: Remove LAPPD data with LAPPDTime " + std::to_string(indexes[i]) + " at index " + std::to_string(foundIndex), v_message, verbosityEBSaver);
+        PairedLAPPDTimeStamps[triggerTrack].erase(PairedLAPPDTimeStamps[triggerTrack].begin() + foundIndex);
+        PairedLAPPDTriggerTimestamp[triggerTrack].erase(PairedLAPPDTriggerTimestamp[triggerTrack].begin() + foundIndex);
+      }
+    }
+  }
+
+  // delete PMT related timestamps
+
+  for (auto const &track : PMTPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> indexes = track.second;
+    for (int i = 0; i < indexes.size(); i++)
+    {
+      int foundIndex = -1;
+      for (int j = 0; j < PairedPMTTimeStamps[triggerTrack].size(); j++)
+      {
+        if (PairedPMTTimeStamps[triggerTrack][j] == indexes[i])
+        {
+          foundIndex = j;
+          break;
+        }
+      }
+      if (foundIndex != -1)
+      {
+        PairedPMTTimeStamps[triggerTrack].erase(PairedPMTTimeStamps[triggerTrack].begin() + foundIndex);
+        PairedPMTTriggerTimestamp[triggerTrack].erase(PairedPMTTriggerTimestamp[triggerTrack].begin() + foundIndex);
+      }
+    }
+  }
+
+  // delete MRD related timestamps
+  for (auto const &track : MRDPairInfoToRemoveTime)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> indexes = track.second;
+    for (int i = 0; i < indexes.size(); i++)
+    {
+      int foundIndex = -1;
+      for (int j = 0; j < PairedMRDTimeStamps[triggerTrack].size(); j++)
+      {
+        if (PairedMRDTimeStamps[triggerTrack][j] == indexes[i])
+        {
+          foundIndex = j;
+          break;
+        }
+      }
+      if (foundIndex != -1)
+      {
+        PairedMRDTimeStamps[triggerTrack].erase(PairedMRDTimeStamps[triggerTrack].begin() + foundIndex);
+        PairedMRDTriggerTimestamp[triggerTrack].erase(PairedMRDTriggerTimestamp[triggerTrack].begin() + foundIndex);
+      }
+    }
+  }
+
+  ANNIEEvent->Close();
+  ANNIEEvent->Delete();
+  delete ANNIEEvent;
+  ANNIEEvent = new BoostStore(false, 2);
+
+  if (saveEverything)
+  {
+    Log("EBSaver: Save everything", v_message, verbosityEBSaver);
+  }
+
+  // now save other data left in the data buffer to orphan
+  // loop the runcode buffer of each data store, find which run code we need to save
+  // then loop the run code vector, for each run code, loop all data buffers, save the left data with the save run code
+
+  m_data->CStore.Set("GroupedTriggersInTotal", GroupedTriggersInTotal);
+  m_data->CStore.Set("RunCodeInTotal", RunCodeInTotal);
+  m_data->CStore.Set("PairedLAPPDTriggerTimestamp", PairedLAPPDTriggerTimestamp);
+  m_data->CStore.Set("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
+  m_data->CStore.Set("PairedPMTTriggerTimestamp", PairedPMTTriggerTimestamp);
+  m_data->CStore.Set("PairedPMTTimeStamps", PairedPMTTimeStamps);
+  m_data->CStore.Set("PairedMRDTriggerTimestamp", PairedMRDTriggerTimestamp);
+  m_data->CStore.Set("PairedMRDTimeStamps", PairedMRDTimeStamps);
+
+  Log("EBSaver: Execute finished, saved PMT " + std::to_string(savedPMTHitMapNumber) + ", MRD " + std::to_string(savedMRDNumber) + ", LAPPD " + std::to_string(savedLAPPDNumber) + ", trigger group " + std::to_string(savedTriggerGroupNumber), v_message, verbosityEBSaver);
+
+  Log("EBSaver: Set PMT pairing information buffer PairedPMTTimeStamps size " + std::to_string(PairedPMTTimeStamps.size()), v_message, verbosityEBSaver);
+  // print size of each track
+  for (auto const &track : PairedPMTTimeStamps)
+    Log("EBSaver: track " + std::to_string(track.first) + " size " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+  Log("EBSaver: Set MRD pairing information buffer PairedMRDTimeStamps size " + std::to_string(PairedMRDTimeStamps.size()), v_message, verbosityEBSaver);
+  for (auto const &track : PairedMRDTimeStamps)
+    Log("EBSaver: track " + std::to_string(track.first) + " size " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+  Log("EBSaver: Set LAPPD pairing information buffer PairedLAPPDTimeStamps size " + std::to_string(PairedLAPPDTimeStamps.size()), v_message, verbosityEBSaver);
+  for (auto const &track : PairedLAPPDTimeStamps)
+    Log("EBSaver: track " + std::to_string(track.first) + " size " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+
+  SetDataObjects();
+  cout << "\033[1;34m******* EBSaver : Finished *******\033[0m" << endl;
+
+  return true;
+}
+
+bool EBSaver::Finalise()
+{
+  Log("\033[1;34mEBSaver: Finalising\033[0m", v_message, verbosityEBSaver);
+  ANNIEEvent->Close();
+  ANNIEEvent->Delete();
+  delete ANNIEEvent;
+
+  Log("EBSaver: Finished built " + std::to_string(TotalBuiltEventsNumber) + " events", v_message, verbosityEBSaver);
+  Log("EBSaver: Finished built " + std::to_string(savedTriggerGroupNumber) + " trigger groups", v_message, verbosityEBSaver);
+  Log("EBSaver: Finished built " + std::to_string(savedPMTHitMapNumber) + " PMT hit maps", v_message, verbosityEBSaver);
+  Log("EBSaver: Finished built " + std::to_string(savedMRDNumber) + " MRD events", v_message, verbosityEBSaver);
+  Log("EBSaver: Finished built " + std::to_string(savedLAPPDNumber) + " LAPPD events", v_message, verbosityEBSaver);
+  Log("EBSaver: matched but not built event number:    ***********", v_message, verbosityEBSaver);
+  Log("\033[1;34mEBSaver: left PMT events in pairing info buffer " + std::to_string(PairedPMTTimeStamps.size()) + " \033[0m", v_message, verbosityEBSaver);
+  // also print the size of each track with track word
+
+  for (auto const &track : PairedPMTTimeStamps)
+  {
+    Log("EBSaver: track " + std::to_string(track.first) + ", total left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+    if (verbosityEBSaver > 9)
+    {
+      // count how many events not built for each trigger word
+      std::map<int, int> unbuiltEvents;
+      for (int i = 0; i < track.second.size(); i++)
+      {
+        if (PairedPMTTimeStamps[track.first][i] != 0)
+          unbuiltEvents[PairedPMTTimeStamps[track.first][i]]++;
+      }
+      for (auto const &event : unbuiltEvents)
+        Log("EBSaver: track " + std::to_string(track.first) + ", left trigger " + std::to_string(event.first) + " number " + std::to_string(event.second), v_message, verbosityEBSaver);
+    }
+  }
+  Log("\033[1;34mEBSaver: left MRD events in pairing info buffer " + std::to_string(PairedMRDTimeStamps.size()) + " \033[0m", v_message, verbosityEBSaver);
+  for (auto const &track : PairedMRDTimeStamps)
+  {
+    Log("EBSaver: track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+    if (verbosityEBSaver > 9)
+    {
+      // count how many events not built for each trigger word
+      std::map<int, int> unbuiltEvents;
+      for (int i = 0; i < track.second.size(); i++)
+      {
+        if (PairedMRDTimeStamps[track.first][i] != 0)
+          unbuiltEvents[PairedMRDTimeStamps[track.first][i]]++;
+      }
+      for (auto const &event : unbuiltEvents)
+        Log("EBSaver: track " + std::to_string(track.first) + ", left trigger " + std::to_string(event.first) + " number " + std::to_string(event.second), v_message, verbosityEBSaver);
+    }
+  }
+  Log("\033[1;34mEBSaver: left LAPPD events in pairing info buffer " + std::to_string(PairedLAPPDTimeStamps.size()) + " \033[0m", v_message, verbosityEBSaver);
+  for (auto const &track : PairedLAPPDTimeStamps)
+  {
+    Log("EBSaver: track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_message, verbosityEBSaver);
+    // count how many events not built for each trigger word
+    if (verbosityEBSaver > 9)
+    {
+      std::map<int, int> unbuiltEvents;
+      for (int i = 0; i < track.second.size(); i++)
+      {
+        if (PairedLAPPDTimeStamps[track.first][i] != 0)
+          unbuiltEvents[PairedLAPPDTimeStamps[track.first][i]]++;
+      }
+      for (auto const &event : unbuiltEvents)
+        Log("EBSaver: track " + std::to_string(track.first) + ", left trigger " + std::to_string(event.first) + " number " + std::to_string(event.second), v_message, verbosityEBSaver);
+    }
+  }
+  Log("EBSaver: left event number:   ***********", v_message, verbosityEBSaver);
+  Log("EBSaver: left PMT events in original data buffer " + std::to_string(InProgressHits->size()), v_message, verbosityEBSaver);
+  Log("EBSaver: left MRD events in original data buffer " + std::to_string(MRDEvents.size()), v_message, verbosityEBSaver);
+  Log("EBSaver: left LAPPD events in original data buffer " + std::to_string(Buffer_LAPPDTimestamp_ns.size()), v_message, verbosityEBSaver);
+  // print the size of each track of
+
+  // add debug print for the left MRD, print TriggerTimeWithoutMRD and PairedMRDTimeStamps to two txt file
+  if (verbosityEBSaver > 9)
+  {
+    std::ofstream TriggerTimeWithoutMRDFile;
+    TriggerTimeWithoutMRDFile.open("EBdebug_TriggerTimeWithoutMRD.txt");
+    for (auto const &track : TriggerTimeWithoutMRD)
+    {
+      TriggerTimeWithoutMRDFile << track.first << " " << track.second << endl;
+    }
+    TriggerTimeWithoutMRDFile.close();
+    std::ofstream PairedMRDTimeStampsFile;
+    PairedMRDTimeStampsFile.open("EBdebug_PairedMRDTimeStamps.txt");
+    for (auto const &track : PairedMRDTimeStamps)
+    {
+      for (int i = 0; i < track.second.size(); i++)
+      {
+        PairedMRDTimeStampsFile << track.first << " " << track.second[i] << endl;
+      }
+    }
+  }
+
+  return true;
+}
+
+bool EBSaver::SaveToANNIEEvent(string saveFileName, int runCode, int triggerTrack, int trackIndex)
+{
+  SaveRunInfo(runCode);
+  std::map<std::string, bool> DataStreams;
+  DataStreams.emplace("Tank", 0);
+  DataStreams.emplace("MRD", 0);
+  DataStreams.emplace("CTC", 1);
+  DataStreams.emplace("LAPPD", 0);
+
+  SaveGroupedTriggers(triggerTrack, trackIndex);
+
+  bool PMTSaved = false; // incase of multiple 14 found in one group
+  bool MRDSaved = false;
+  bool LAPPDSaved = false;
+  bool beamInfoSaved = false;
+
+  std::map<uint64_t, uint32_t> GroupedTrigger = GroupedTriggersInTotal[triggerTrack][trackIndex];
+  // For each element in GroupedTrigger, find is it appear in PairedPMTTriggerTimestamp[triggerTrack],
+  // if yes, got the index, access the same index at PairedPMTTimeStamps[triggerTrack], that uint64_t is the PMTTime
+  for (auto &trigger : GroupedTrigger)
+  {
+    uint64_t triggerTime = trigger.first;
+    uint32_t triggerType = trigger.second;
+    if (triggerType == 14)
+    {
+      Log("EBSaver: Found undelayed beam trigger with time " + std::to_string(triggerTime) + " in GroupedTrigger", v_debug, verbosityEBSaver);
+      if (!beamInfoSaved)
+      {
+        SaveBeamInfo(triggerTime);
+        beamInfoSaved = true;
+      }
+    }
+
+    if (PairedPMTTriggerTimestamp.find(triggerTrack) != PairedPMTTriggerTimestamp.end())
+    {
+      for (int i = 0; i < PairedPMTTriggerTimestamp.at(triggerTrack).size(); i++)
+      {
+        if (PairedPMTTriggerTimestamp.at(triggerTrack).at(i) == triggerTime)
+        {
+          uint64_t PMTTime = PairedPMTTimeStamps.at(triggerTrack).at(i);
+          Log("EBSaver: Found trigger with time " + std::to_string(triggerTime) + " in PairedPMTTriggerTimestamp " + std::to_string(i) + " match with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+
+          bool saved = SavePMTData(PMTTime);
+          PMTSaved = saved;
+          DataStreams["Tank"] = 1;
+          if (saved)
+            PMTPairInfoToRemoveTime[triggerTrack].push_back(PMTTime);
+          Log("EBSaver: Saved " + std::to_string(savedPMTHitMapNumber) + " PMT data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+          // break;
+        }
+      }
+    }
+
+    // check if PairedMRDTriggerTimestamp has element with key = triggerTrack
+    if (!MRDSaved)
+    {
+      Log("Finding trigger track = " + std::to_string(triggerTrack) + " in PairedMRDTriggerTimestamp", v_debug, verbosityEBSaver);
+      // print PairedMRDTriggerTimestamp with track number and size
+      for (auto const &track : PairedMRDTriggerTimestamp)
+      {
+        Log("EBSaver: in PairedMRDTriggerTimestamp track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_debug, verbosityEBSaver);
+      }
+      for (auto const &track : PairedMRDTimeStamps)
+      {
+        Log("EBSaver: in PairedMRDTimeStamps track " + std::to_string(track.first) + ", left trigger number " + std::to_string(track.second.size()), v_debug, verbosityEBSaver);
+      }
+      if (PairedMRDTriggerTimestamp.find(triggerTrack) != PairedMRDTriggerTimestamp.end())
+      {
+        if (triggerTime > PairedMRDTriggerTimestamp.at(triggerTrack).at(0) && triggerTime < PairedMRDTriggerTimestamp.at(triggerTrack).at(PairedMRDTriggerTimestamp.at(triggerTrack).size() - 1))
+        {
+          uint64_t minDiff = 100 * 60 * 1e9;
+          Log("Found trigger track = " + std::to_string(triggerTrack) + " in PairedMRDTriggerTimestamp with current searching trigger type = " + std::to_string(triggerType) + " and trigger time = " + std::to_string(triggerTime), v_debug, verbosityEBSaver);
+          // print the size of PairedMRDTriggerTimestamp.at(triggerTrack), print the first and the last timestamp
+          Log("EBSaver: PairedMRDTriggerTimestamp size " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).size()), v_debug, verbosityEBSaver);
+          if (PairedMRDTriggerTimestamp.at(triggerTrack).size() > 0)
+            Log("EBSaver: PairedMRDTriggerTimestamp first " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(0)) + ", last " + std::to_string(PairedMRDTriggerTimestamp.at(triggerTrack).at(PairedMRDTriggerTimestamp.at(triggerTrack).size() - 1)), v_debug, verbosityEBSaver);
+
+          for (int i = 0; i < PairedMRDTriggerTimestamp.at(triggerTrack).size(); i++)
+          {
+            uint64_t diff = (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) > triggerTime) ? PairedMRDTriggerTimestamp.at(triggerTrack).at(i) - triggerTime : triggerTime - PairedMRDTriggerTimestamp.at(triggerTrack).at(i);
+            if (diff < minDiff)
+              minDiff = diff;
+
+            if (PairedMRDTriggerTimestamp.at(triggerTrack).at(i) == triggerTime || (diff < 1e6))
+            {
+              if (diff < 1e6)
+              {
+                Log("EBSaver: diff<1e6, is " + std::to_string(diff), v_debug, verbosityEBSaver);
+                TriggerTimeWithoutMRD.emplace(PairedMRDTriggerTimestamp.at(triggerTrack).at(i), static_cast<int>(diff));
+              }
+              uint64_t MRDTime = PairedMRDTimeStamps.at(triggerTrack).at(i);
+              bool saved = SaveMRDData(MRDTime);
+              MRDSaved = saved;
+              DataStreams["MRD"] = 1;
+              if (MRDSaved)
+                MRDPairInfoToRemoveTime[triggerTrack].push_back(MRDTime);
+              Log("EBSaver: Saved " + std::to_string(savedMRDNumber) + " MRD data with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+              Log("EBSaver: Found trigger with time " + std::to_string(triggerTime) + " in PairedMRDTriggerTimestamp " + std::to_string(i) + " match with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+              // break;
+              Log("EBSaver: While saving MRD data, use trigger time " + std::to_string(triggerTime) + " with minDiff " + std::to_string(minDiff), v_debug, verbosityEBSaver);
+            }
+          }
+        }
+        // Log("EBSaver: MRDData saved", 8, verbosityEBSaver);
+      }
+    }
+
+    if (PairedLAPPDTriggerTimestamp.find(triggerTrack) != PairedLAPPDTriggerTimestamp.end())
+    {
+      for (int i = 0; i < PairedLAPPDTriggerTimestamp.at(triggerTrack).size(); i++)
+      {
+        if (PairedLAPPDTriggerTimestamp.at(triggerTrack).at(i) == triggerTime)
+        {
+          uint64_t LAPPDTime = PairedLAPPDTimeStamps.at(triggerTrack).at(i);
+          bool saved = SaveLAPPDData(LAPPDTime);
+          LAPPDSaved = saved;
+          DataStreams["LAPPD"] = 1;
+          if (LAPPDSaved)
+            LAPPDPairInfoToRemoveTime[triggerTrack].push_back(LAPPDTime);
+          Log("EBSaver: Saved " + std::to_string(savedLAPPDNumber) + " LAPPD data with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
+          Log("EBSaver: Found trigger with time " + std::to_string(triggerTime) + " in PairedLAPPDTriggerTimestamp " + std::to_string(i) + " match with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
+          // break;
+        }
+      }
+      // Log("EBSaver: LAPPDData saved", 8, verbosityEBSaver);
+    }
+  }
+
+  ANNIEEvent->Set("DataStreams", DataStreams);
+
+  // if Datastream is not built, save a default empty data for that into the event
+  if (DataStreams["Tank"] == 0)
+    BuildEmptyPMTData();
+  if (DataStreams["MRD"] == 0)
+  {
+    BuildEmptyMRDData();
+    if (triggerTrack == 14)
+    {
+      // find the time of trigger 8 in current group
+      uint64_t triggerTime = 0;
+      for (auto &trigger : GroupedTrigger)
+      {
+        if (trigger.second == 8)
+        {
+          triggerTime = trigger.first;
+          break;
+        }
+      }
+      TriggerTimeWithoutMRD.emplace(triggerTime, triggerTrack);
+    }
+    else if (triggerTrack == 36)
+    {
+      // find the time of trigger 8 in current group
+      uint64_t triggerTime = 0;
+      for (auto &trigger : GroupedTrigger)
+      {
+        if (trigger.second == 36)
+        {
+          triggerTime = trigger.first;
+          break;
+        }
+      }
+      TriggerTimeWithoutMRD.emplace(triggerTime, triggerTrack);
+    }
+  }
+
+  if (DataStreams["LAPPD"] == 0)
+    BuildEmptyLAPPDData();
+
+  Log("EBSaver: Print ANNIEEvent, Saving to " + saveFileName, v_debug, verbosityEBSaver);
+  if (verbosityEBSaver > 8)
+    ANNIEEvent->Print(false);
+  ANNIEEvent->Save(saveFileName);
+  TotalBuiltEventsNumber++;
+  ANNIEEvent->Delete();
+
+  return true;
+}
+
+bool EBSaver::SaveRunInfo(int runCode)
+{
+  int RunNumber = runCode / 100000;
+  int SubRunNumber = (runCode % 100000) / 10000 - 1;
+  int PartFileNumber = runCode % 10000;
+
+  ANNIEEvent->Set("RunNumber", RunNumber);
+  ANNIEEvent->Set("SubRunNumber", SubRunNumber);
+  ANNIEEvent->Set("PartNumber", PartFileNumber);
+  Log("EBSaver: Saving run info with RunNumber " + std::to_string(RunNumber) + " SubRunNumber " + std::to_string(SubRunNumber) + " PartFileNumber " + std::to_string(PartFileNumber), v_debug, verbosityEBSaver);
+  return true;
+}
+
+bool EBSaver::SaveGroupedTriggers(int triggerTrack, int groupIndex)
+{
+  Log("EBSaver: Saving grouped triggers for trigger track " + std::to_string(triggerTrack) + " with group index " + std::to_string(groupIndex), v_debug, verbosityEBSaver);
+  std::map<uint64_t, uint32_t> GroupedTrigger = GroupedTriggersInTotal[triggerTrack][groupIndex];
+  GroupedTriggerIndexToRemove.emplace(triggerTrack, groupIndex);
+
+  ANNIEEvent->Set("GroupedTrigger", GroupedTrigger);
+  int matchTriggerType = triggerTrack;
+  ANNIEEvent->Set("PrimaryTriggerWord", matchTriggerType);
+  if (matchTriggerType != 14)
+  {
+    ANNIEEvent->Set("TriggerWord", matchTriggerType);
+  }
+  else
+  {
+    ANNIEEvent->Set("TriggerWord", 5);
+  }
+
+  // find the triggertrack trigger time in GroupedTrigger
+  uint64_t primaryTrigTime = 0;
+  for (auto &trigger : GroupedTrigger)
+  {
+    if (trigger.second == triggerTrack)
+    {
+      primaryTrigTime = trigger.first;
+      break;
+    }
+  }
+
+  ANNIEEvent->Set("PrimaryTriggerTime", primaryTrigTime);
+  ANNIEEvent->Set("CTCTimestamp", primaryTrigTime);
+
+  bool NCExtended = false;
+  bool CCExtended = false;
+  std::string TriggerType = "";
+  int CTCWordExtended = 0;
+  uint64_t ExtendedTriggerTime = 0;
+
+  if (triggerTrack == BeamTriggerMain)
+  {
+    TriggerType = "Beam";
+    // if found 40 in values of GroupedTrigger, set NCExtended to true
+    // put the data at that index to ExtendedTriggerTime
+    for (auto &trigger : GroupedTrigger)
+    {
+      if (trigger.second == 41)
+      {
+        NCExtended = true;
+        ExtendedTriggerTime = trigger.first;
+        CTCWordExtended = 1;
+        break;
+      }
+    }
+    for (auto &trigger : GroupedTrigger)
+    {
+      if (trigger.second == 40)
+      {
+        CCExtended = true;
+        ExtendedTriggerTime = trigger.first;
+        CTCWordExtended = 2;
+        break;
+      }
+    }
+  }
+  else if (triggerTrack == LaserTriggerMain)
+    TriggerType = "Laser";
+  else if (triggerTrack == CosmicTriggerMain)
+    TriggerType = "Cosmic";
+  else if (triggerTrack == LEDTriggerMain)
+    TriggerType = "LED";
+  else if (triggerTrack == AmBeTriggerMain)
+    TriggerType = "AmBe";
+  else if (triggerTrack == PPSMain)
+    TriggerType = "PPS";
+
+  ANNIEEvent->Set("NCExtended", NCExtended);
+  ANNIEEvent->Set("CCExtended", CCExtended);
+  ANNIEEvent->Set("TriggerType", TriggerType);
+  ANNIEEvent->Set("TriggerExtended", CTCWordExtended); // 0: normal, 1: NC extended, 2: CC extended
+  // Notice, in the V1 eventbuilder, there is a requirement that the matched trigger time -  extended trigger time <5000, if not the extended will be 0
+  // we don't have it here because the PMT was not matched to a single trigger, but a group.
+  // you may need to select the events based on the time difference in the grouped trigger
+
+  TimeClass TriggerTime(primaryTrigTime);
+  TriggerClass TriggerData(TriggerType, matchTriggerType, CTCWordExtended, true, TriggerTime);
+  ANNIEEvent->Set("TriggerData", TriggerData);
+
+  savedTriggerGroupNumber++;
+  Log("EBSaver: Saved trigger group with trigger type " + TriggerType + " and trigger time " + std::to_string(primaryTrigTime), v_debug, verbosityEBSaver);
+  return true;
+}
+
+bool EBSaver::SavePMTData(uint64_t PMTTime)
+{
+  Log("EBSaver: Saving PMT data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+  // find PMTTime in InProgressHits, if not found, return false
+  if (InProgressHits->find(PMTTime) == InProgressHits->end())
+  {
+    Log("EBSaver: PMT data with PMTTime " + std::to_string(PMTTime) + " not found in InProgressHits", v_debug, verbosityEBSaver);
+    return false;
+  }
+  ANNIEEvent->Set("EventTimeTank", PMTTime);
+
+  std::map<unsigned long, std::vector<Hit>> *PMTHits = InProgressHits->at(PMTTime);
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> PMTRecoADCHits = InProgressRecoADCHits->at(PMTTime);
+  std::map<unsigned long, std::vector<Hit>> *PMTHitsAux = InProgressHitsAux->at(PMTTime);
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> PMTRecoADCHitsAux = InProgressRecoADCHitsAux->at(PMTTime);
+  std::map<unsigned long, std::vector<int>> PMTRawAcqSize = FinishedRawAcqSize->at(PMTTime);
+
+  Log("EBSaver: Got PMT data, saving", v_debug, verbosityEBSaver);
+
+  // check does the ANNIEEvent already have the key "Hits", if yes, print the size of the vector of each key
+  // also print the size of the vector of each key in new PMTHits
+  // Then Merger the two maps
+  std::map<unsigned long, std::vector<Hit>> *OldPMTHits = new std::map<unsigned long, std::vector<Hit>>;
+  bool gotHits = ANNIEEvent->Get("Hits", OldPMTHits);
+  if (gotHits)
+  {
+    Log("EBSaver: ANNIEEvent already has key Hits, size " + std::to_string(OldPMTHits->size()), v_debug, verbosityEBSaver);
+    for (auto const &time : *OldPMTHits)
+      Log("EBSaver: OldPMTHits old time " + std::to_string(time.first) + " size " + std::to_string(time.second.size()), v_debug, verbosityEBSaver);
+    for (auto const &time : *PMTHits)
+      Log("EBSaver: PMTHits new time " + std::to_string(time.first) + " size " + std::to_string(time.second.size()), v_debug, verbosityEBSaver);
+    for (auto const &time : *OldPMTHits)
+    {
+      if (PMTHits->count(time.first) == 0)
+      {
+        PMTHits->emplace(time.first, time.second);
+      }
+      else
+      {
+        for (auto const &hit : time.second)
+        {
+          PMTHits->at(time.first).push_back(hit);
+        }
+      }
+    }
+    Log("EBSaver: Merged PMT data, PMTHits size " + std::to_string(PMTHits->size()), v_debug, verbosityEBSaver);
+  }
+
+  ANNIEEvent->Set("Hits", PMTHits, true);
+  ANNIEEvent->Set("RecoADCData", PMTRecoADCHits);
+  ANNIEEvent->Set("AuxHits", PMTHitsAux, true);
+  ANNIEEvent->Set("RecoAuxADCData", PMTRecoADCHitsAux);
+  ANNIEEvent->Set("RawAcqSize", PMTRawAcqSize);
+
+  if (saveRawRWMWaveform)
+  {
+    // find PMTTime as key in RWMRawWaveforms, if found, save it, if not, save an empty vector
+    if (RWMRawWaveforms->find(PMTTime) != RWMRawWaveforms->end() && RWMRawWaveforms->at(PMTTime).size() > 0)
+    {
+      std::vector<uint16_t> RWMRawWaveform = RWMRawWaveforms->at(PMTTime);
+      ANNIEEvent->Set("RWMRawWaveform", RWMRawWaveform);
+      Log("EBSaver: Saved RWM data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+      RWMRawWaveforms->erase(PMTTime);
+    }
+    else
+    {
+      std::vector<uint16_t> RWMRawWaveform;
+      ANNIEEvent->Set("RWMRawWaveform", RWMRawWaveform);
+      Log("EBSaver: Saved empty RWM data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+    }
+  }
+  if (saveRawBRFWaveform)
+  {
+    // find PMTTime as key in BRFRawWaveforms, if found, save it, if not, save an empty vector
+    if (BRFRawWaveforms->find(PMTTime) != BRFRawWaveforms->end() && BRFRawWaveforms->at(PMTTime).size() > 0)
+    {
+      std::vector<uint16_t> BRFRawWaveform = BRFRawWaveforms->at(PMTTime);
+      ANNIEEvent->Set("BRFRawWaveform", BRFRawWaveform);
+      Log("EBSaver: Saved BRF data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+      BRFRawWaveforms->erase(PMTTime);
+    }
+    else
+    {
+      std::vector<uint16_t> BRFRawWaveform;
+      ANNIEEvent->Set("BRFRawWaveform", BRFRawWaveform);
+      Log("EBSaver: Saved empty BRF data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+    }
+  }
+
+  savedPMTHitMapNumber++;
+
+  // erase the built data from original data buffer
+  InProgressHits->erase(PMTTime);
+  InProgressRecoADCHits->erase(PMTTime);
+  InProgressHitsAux->erase(PMTTime);
+  InProgressRecoADCHitsAux->erase(PMTTime);
+  FinishedRawAcqSize->erase(PMTTime);
+
+  Log("EBSaver: Saved PMT data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
+  return true;
+}
+
+bool EBSaver::SaveMRDData(uint64_t MRDTime)
+{
+  Log("EBSaver: Saving MRD data with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+  // find MRDTime in MRDEvents, if not found, return false
+  if (MRDEvents.find(MRDTime) == MRDEvents.end())
+  {
+    Log("EBSaver: not found MRD data with MRDTime " + std::to_string(MRDTime) + " in MRDEvents", v_debug, verbosityEBSaver);
+    return false;
+  }
+
+  // find the index of the MRDTime in PairedMRDTimeStamps
+  std::vector<std::pair<unsigned long, int>> MRDHits = MRDEvents.at(MRDTime);
+  std::string MRDTriggerType = MRDEventTriggerTypes.at(MRDTime);
+  int beam_tdc = MRDBeamLoopback.at(MRDTime);
+  int cosmic_tdc = MRDCosmicLoopback.at(MRDTime);
+
+  std::map<unsigned long, std::vector<Hit>> *TDCData = new std::map<unsigned long, std::vector<Hit>>;
+
+  for (unsigned int i_value = 0; i_value < MRDHits.size(); i_value++)
+  {
+    unsigned long channelkey = MRDHits.at(i_value).first;
+    int hitTimeADC = MRDHits.at(i_value).second;
+    double hitTime = 4000. - 4. * static_cast<double>(hitTimeADC);
+
+    if (TDCData->count(channelkey) == 0)
+    {
+      std::vector<Hit> newhitvector;
+      newhitvector.push_back(Hit(0, hitTime, 1.));
+      TDCData->emplace(channelkey, newhitvector);
+    }
+    else
+    {
+      TDCData->at(channelkey).push_back(Hit(0, hitTime, 1.));
+    }
+  }
+
+  std::map<std::string, int> mrd_loopback_tdc;
+  mrd_loopback_tdc.emplace("BeamLoopbackTDC", beam_tdc);
+  mrd_loopback_tdc.emplace("CosmicLoopbackTDC", cosmic_tdc);
+
+  Log("EBSaver: TDCdata size: " + std::to_string(TDCData->size()), v_warning, verbosityEBSaver);
+
+  ANNIEEvent->Set("TDCData", TDCData, true);
+  TimeClass t(MRDTime);
+  ANNIEEvent->Set("EventTimeMRD", t);
+  ANNIEEvent->Set("MRDTriggerType", MRDTriggerType);
+  ANNIEEvent->Set("MRDLoopbackTDC", mrd_loopback_tdc);
+
+  savedMRDNumber++;
+
+  // erase the built data from original data buffer
+  MRDEvents.erase(MRDTime);
+  MRDEventTriggerTypes.erase(MRDTime);
+  MRDBeamLoopback.erase(MRDTime);
+  MRDCosmicLoopback.erase(MRDTime);
+
+  Log("EBSaver: Saved MRD data with MRDTime " + std::to_string(MRDTime), v_debug, verbosityEBSaver);
+  return true;
+}
+
+bool EBSaver::SaveLAPPDData(uint64_t LAPPDTime)
+{
+  Log("EBSaver: Saving LAPPD data with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
+  // find LAPPDTime in Buffer_LAPPDTimestamp_ns, if not found, return false
+  if (std::find(Buffer_LAPPDTimestamp_ns.begin(), Buffer_LAPPDTimestamp_ns.end(), LAPPDTime) == Buffer_LAPPDTimestamp_ns.end())
+  {
+    Log("EBSaver: LAPPD data with LAPPDTime " + std::to_string(LAPPDTime) + " not found in Buffer_LAPPDTimestamp_ns", v_debug, verbosityEBSaver);
+    return false;
+  }
+
+  // find the index of the LAPPDTime in PairedLAPPDTimeStamps
+  int index = -1;
+  for (int i = 0; i < Buffer_LAPPDTimestamp_ns.size(); i++)
+  {
+    if (Buffer_LAPPDTimestamp_ns.at(i) == LAPPDTime)
+    {
+      index = i;
+      break;
+    }
+  }
+
+  // save the data at index i to ANNIE event, then remove that index from buffer
+  if (index != -1)
+  {
+    std::map<uint64_t, PsecData> LAPPDDataMap;
+    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+    std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+    std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+    std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+    std::map<uint64_t, uint64_t> LAPPDOffsets;
+    std::map<uint64_t, int> LAPPDTSCorrection;
+    std::map<uint64_t, int> LAPPDBGCorrection;
+    std::map<uint64_t, int> LAPPDOSInMinusPS;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSBefore;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSAfter;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSDiff;
+    std::map<uint64_t, int> LAPPDBG_PPSMissing;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSBefore;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSAfter;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSDiff;
+    std::map<uint64_t, int> LAPPDTS_PPSMissing;
+
+    bool gotMap = ANNIEEvent->Get("LAPPDDataMap", LAPPDDataMap);
+    bool gotBeamgates_ns = ANNIEEvent->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+    bool gotTimeStamps_ns = ANNIEEvent->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+    bool gotTimeStampsRaw = ANNIEEvent->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+    bool gotBeamgatesRaw = ANNIEEvent->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+    bool gotOffsets = ANNIEEvent->Get("LAPPDOffsets", LAPPDOffsets);
+    bool gotTSCorrection = ANNIEEvent->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+    bool gotDBGCorrection = ANNIEEvent->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+    bool gotOSInMinusPS = ANNIEEvent->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+    bool gotBG_PPSBefore = ANNIEEvent->Get("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+    bool gotBG_PPSAfter = ANNIEEvent->Get("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+    bool gotBG_PPSDiff = ANNIEEvent->Get("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+    bool gotBG_PPSMissing = ANNIEEvent->Get("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+    bool gotTS_PPSBefore = ANNIEEvent->Get("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+    bool gotTS_PPSAfter = ANNIEEvent->Get("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+    bool gotTS_PPSDiff = ANNIEEvent->Get("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+    bool gotTS_PPSMissing = ANNIEEvent->Get("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+
+    LAPPDDataMap.emplace(LAPPDTime, Buffer_LAPPDData.at(index));
+    LAPPDBeamgate_ns.emplace(LAPPDTime, Buffer_LAPPDBeamgate_ns.at(index));
+    LAPPDTimeStamps_ns.emplace(LAPPDTime, Buffer_LAPPDTimestamp_ns.at(index));
+    LAPPDTimeStampsRaw.emplace(LAPPDTime, Buffer_LAPPDTimestamp_Raw.at(index));
+    LAPPDBeamgatesRaw.emplace(LAPPDTime, Buffer_LAPPDBeamgate_Raw.at(index));
+    LAPPDOffsets.emplace(LAPPDTime, Buffer_LAPPDOffset.at(index));
+    LAPPDTSCorrection.emplace(LAPPDTime, Buffer_LAPPDTSCorrection.at(index));
+    LAPPDBGCorrection.emplace(LAPPDTime, Buffer_LAPPDBGCorrection.at(index));
+    LAPPDOSInMinusPS.emplace(LAPPDTime, Buffer_LAPPDOffset_minus_ps.at(index));
+    LAPPDBG_PPSBefore.emplace(LAPPDTime, Buffer_LAPPDBG_PPSBefore.at(index));
+    LAPPDBG_PPSAfter.emplace(LAPPDTime, Buffer_LAPPDBG_PPSAfter.at(index));
+    LAPPDBG_PPSDiff.emplace(LAPPDTime, Buffer_LAPPDBG_PPSDiff.at(index));
+    LAPPDBG_PPSMissing.emplace(LAPPDTime, Buffer_LAPPDBG_PPSMissing.at(index));
+    LAPPDTS_PPSBefore.emplace(LAPPDTime, Buffer_LAPPDTS_PPSBefore.at(index));
+    LAPPDTS_PPSAfter.emplace(LAPPDTime, Buffer_LAPPDTS_PPSAfter.at(index));
+    LAPPDTS_PPSDiff.emplace(LAPPDTime, Buffer_LAPPDTS_PPSDiff.at(index));
+    LAPPDTS_PPSMissing.emplace(LAPPDTime, Buffer_LAPPDTS_PPSMissing.at(index));
+
+    if (Buffer_LAPPDTS_PPSMissing.at(index) != Buffer_LAPPDBG_PPSMissing.at(index))
+    {
+      Log("EBSaver: LAPPDTS_PPSMissing is different from LAPPDBG_PPSMissing, LAPPDTS_PPSMissing " + std::to_string(Buffer_LAPPDTS_PPSMissing.at(index)) + " LAPPDBG_PPSMissing " + std::to_string(Buffer_LAPPDBG_PPSMissing.at(index)), v_message, verbosityEBSaver);
+    }
+
+    ANNIEEvent->Set("LAPPDDataMap", LAPPDDataMap);
+    ANNIEEvent->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+    ANNIEEvent->Set("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+    ANNIEEvent->Set("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+    ANNIEEvent->Set("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+    ANNIEEvent->Set("LAPPDOffsets", LAPPDOffsets);
+    ANNIEEvent->Set("LAPPDTSCorrection", LAPPDTSCorrection);
+    ANNIEEvent->Set("LAPPDBGCorrection", LAPPDBGCorrection);
+    ANNIEEvent->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+    ANNIEEvent->Set("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+    ANNIEEvent->Set("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+    ANNIEEvent->Set("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+    ANNIEEvent->Set("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+    ANNIEEvent->Set("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+    ANNIEEvent->Set("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+    ANNIEEvent->Set("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+    ANNIEEvent->Set("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+
+    savedLAPPDNumber++;
+
+    // erase the built data from original data buffer
+    Buffer_LAPPDData.erase(Buffer_LAPPDData.begin() + index);
+    Buffer_LAPPDBeamgate_ns.erase(Buffer_LAPPDBeamgate_ns.begin() + index);
+    Buffer_LAPPDTimestamp_ns.erase(Buffer_LAPPDTimestamp_ns.begin() + index);
+    Buffer_LAPPDTimestamp_Raw.erase(Buffer_LAPPDTimestamp_Raw.begin() + index);
+    Buffer_LAPPDBeamgate_Raw.erase(Buffer_LAPPDBeamgate_Raw.begin() + index);
+    Buffer_LAPPDOffset.erase(Buffer_LAPPDOffset.begin() + index);
+    Buffer_LAPPDTSCorrection.erase(Buffer_LAPPDTSCorrection.begin() + index);
+    Buffer_LAPPDBGCorrection.erase(Buffer_LAPPDBGCorrection.begin() + index);
+    Buffer_LAPPDOffset_minus_ps.erase(Buffer_LAPPDOffset_minus_ps.begin() + index);
+    Buffer_LAPPDBG_PPSBefore.erase(Buffer_LAPPDBG_PPSBefore.begin() + index);
+    Buffer_LAPPDBG_PPSAfter.erase(Buffer_LAPPDBG_PPSAfter.begin() + index);
+    Buffer_LAPPDBG_PPSDiff.erase(Buffer_LAPPDBG_PPSDiff.begin() + index);
+    Buffer_LAPPDBG_PPSMissing.erase(Buffer_LAPPDBG_PPSMissing.begin() + index);
+    Buffer_LAPPDTS_PPSBefore.erase(Buffer_LAPPDTS_PPSBefore.begin() + index);
+    Buffer_LAPPDTS_PPSAfter.erase(Buffer_LAPPDTS_PPSAfter.begin() + index);
+    Buffer_LAPPDTS_PPSDiff.erase(Buffer_LAPPDTS_PPSDiff.begin() + index);
+    Buffer_LAPPDTS_PPSMissing.erase(Buffer_LAPPDTS_PPSMissing.begin() + index);
+
+    Log("EBSaver: Saved LAPPD data with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
+    return true;
+  }
+  else
+  {
+    Log("EBSaver: Failed to find LAPPD data with LAPPDTime " + std::to_string(LAPPDTime), v_debug, verbosityEBSaver);
+
+    return false;
+  }
+}
+
+bool EBSaver::SaveOrphan(int runCode)
+{
+  // loop everything in the data buffer, save
+  SaveOrphanPMT(runCode);
+  SaveOrphanMRD(runCode);
+  SaveOrphanLAPPD(runCode);
+  SaveOrphanCTC(runCode);
+  return true;
+}
+
+bool EBSaver::SaveOrphanPMT(int runCode)
+{
+
+  return true;
+}
+
+bool EBSaver::SaveOrphanMRD(int runCode)
+{
+
+  return true;
+}
+
+bool EBSaver::SaveOrphanCTC(int runCode)
+{
+
+  return true;
+}
+
+bool EBSaver::SaveOrphanLAPPD(int runCode)
+{
+
+  return true;
+}
+
+bool EBSaver::GotAllDataFromOriginalBuffer()
+{
+  // got PMT data
+  bool gotPMTHits = m_data->CStore.Get("InProgressHits", InProgressHits);
+  bool gotPMTChkey = m_data->CStore.Get("InProgressChkey", InProgressChkey);
+  bool gotIPRecoADCHits = m_data->CStore.Get("InProgressRecoADCHits", InProgressRecoADCHits);
+  bool gotIPHitsAux = m_data->CStore.Get("InProgressHitsAux", InProgressHitsAux);
+  bool gotIPRADCH = m_data->CStore.Get("InProgressRecoADCHitsAux", InProgressRecoADCHitsAux);
+  bool gotFRAS = m_data->CStore.Get("FinishedRawAcqSize", FinishedRawAcqSize); // Filled in PhaseIIADCCalibrator
+  bool gotRWM = m_data->CStore.Get("RWMRawWaveforms", RWMRawWaveforms);
+  bool gotBRF = m_data->CStore.Get("BRFRawWaveforms", BRFRawWaveforms);
+
+  if (!gotPMTHits || !gotPMTChkey || !gotIPRecoADCHits || !gotIPHitsAux || !gotIPRADCH || !gotFRAS)
+  {
+    Log("EBSaver: Failed to get some PMT data from buffer", v_message, verbosityEBSaver);
+    // print which one was failed
+    if (!gotPMTHits)
+      Log("EBSaver: Failed to get PMT hits from buffer", v_message, verbosityEBSaver);
+    if (!gotPMTChkey)
+      Log("EBSaver: Failed to get PMT chkey from buffer", v_message, verbosityEBSaver);
+    if (!gotIPRecoADCHits)
+      Log("EBSaver: Failed to get PMT recoADCHits from buffer", v_message, verbosityEBSaver);
+    if (!gotIPHitsAux)
+      Log("EBSaver: Failed to get PMT hits aux from buffer", v_message, verbosityEBSaver);
+    if (!gotIPRADCH)
+      Log("EBSaver: Failed to get PMT recoADCHits aux from buffer", v_message, verbosityEBSaver);
+    if (!gotFRAS)
+      Log("EBSaver: Failed to get PMT raw acq size from buffer", v_message, verbosityEBSaver);
+  }
+  // got PMT match info
+  bool gotPairedPMTTriggerTimestamp = m_data->CStore.Get("PairedPMTTriggerTimestamp", PairedPMTTriggerTimestamp);
+  bool gotPairedPMTTimeStamps = m_data->CStore.Get("PairedPMTTimeStamps", PairedPMTTimeStamps);
+  bool gotPairedPMT_TriggerIndex = m_data->CStore.Get("PairedPMT_TriggerIndex", PairedPMT_TriggerIndex);
+  bool gotPMTHitmapRunCode = m_data->CStore.Get("PMTHitmapRunCode", PMTHitmapRunCode);
+  if (!gotPairedPMTTriggerTimestamp || !gotPairedPMTTimeStamps || !gotPairedPMT_TriggerIndex || !gotPMTHitmapRunCode)
+  {
+    Log("EBSaver: Failed to get PMT match info from buffer", v_message, verbosityEBSaver);
+    // print which one was failed
+    if (!gotPairedPMTTriggerTimestamp)
+      Log("EBSaver: Failed to get PairedPMTTriggerTimestamp", v_message, verbosityEBSaver);
+    if (!gotPairedPMTTimeStamps)
+      Log("EBSaver: Failed to get PairedPMTTimeStamps", v_message, verbosityEBSaver);
+    if (!gotPairedPMT_TriggerIndex)
+      Log("EBSaver: Failed to get PairedPMT_TriggerIndex", v_message, verbosityEBSaver);
+    if (!gotPMTHitmapRunCode)
+      Log("EBSaver: Failed to get PMTHitmapRunCode", v_message, verbosityEBSaver);
+  }
+  //
+  // got MRD data
+  bool gotMRDEvents = m_data->CStore.Get("MRDEvents", MRDEvents);
+  bool gotMRDEventTriggerTypes = m_data->CStore.Get("MRDEventTriggerTypes", MRDEventTriggerTypes);
+  bool gotMRDBeamLoopback = m_data->CStore.Get("MRDBeamLoopback", MRDBeamLoopback);
+  bool gotMRDCosmicLoopback = m_data->CStore.Get("MRDCosmicLoopback", MRDCosmicLoopback);
+  if (!gotMRDEvents || !gotMRDEventTriggerTypes || !gotMRDBeamLoopback || !gotMRDCosmicLoopback)
+    Log("EBSaver: Failed to get some MRD data from buffer", v_message, verbosityEBSaver);
+  // got MRD match info
+  bool gotPairedMRDTriggerTimestamp = m_data->CStore.Get("PairedMRDTriggerTimestamp", PairedMRDTriggerTimestamp);
+  bool gotPairedMRDTimeStamps = m_data->CStore.Get("PairedMRDTimeStamps", PairedMRDTimeStamps);
+  bool gotPairedMRD_TriggerIndex = m_data->CStore.Get("PairedMRD_TriggerIndex", PairedMRD_TriggerIndex);
+  bool gotMRDHitMapRunCode = m_data->CStore.Get("MRDHitMapRunCode", MRDHitMapRunCode);
+  if (!gotPairedMRDTriggerTimestamp || !gotPairedMRDTimeStamps || !gotPairedMRD_TriggerIndex || !gotMRDHitMapRunCode)
+    Log("EBSaver: Failed to get MRD match info from buffer", v_message, verbosityEBSaver);
+  //
+  // got LAPPD data
+  bool gotBuffer_LAPPDTimestamp_ns = m_data->CStore.Get("Buffer_LAPPDTimestamp_ns", Buffer_LAPPDTimestamp_ns);
+  bool gotBuffer_LAPPDData = m_data->CStore.Get("Buffer_LAPPDData", Buffer_LAPPDData);
+  bool gotBuffer_LAPPDBeamgate_ns = m_data->CStore.Get("Buffer_LAPPDBeamgate_ns", Buffer_LAPPDBeamgate_ns);
+  bool gotBuffer_LAPPDOffset = m_data->CStore.Get("Buffer_LAPPDOffset", Buffer_LAPPDOffset);
+  bool gotBuffer_LAPPDBeamgate_Raw = m_data->CStore.Get("Buffer_LAPPDBeamgate_Raw", Buffer_LAPPDBeamgate_Raw);
+  bool gotBuffer_LAPPDTimestamp_Raw = m_data->CStore.Get("Buffer_LAPPDTimestamp_Raw", Buffer_LAPPDTimestamp_Raw);
+  bool gotBuffer_LAPPDBGCorrection = m_data->CStore.Get("Buffer_LAPPDBGCorrection", Buffer_LAPPDBGCorrection);
+  bool gotBuffer_LAPPDTSCorrection = m_data->CStore.Get("Buffer_LAPPDTSCorrection", Buffer_LAPPDTSCorrection);
+  bool gotBuffer_LAPPDOffset_minus_ps = m_data->CStore.Get("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
+  if (!gotBuffer_LAPPDTimestamp_ns || !gotBuffer_LAPPDData || !gotBuffer_LAPPDBeamgate_ns || !gotBuffer_LAPPDOffset || !gotBuffer_LAPPDBeamgate_Raw || !gotBuffer_LAPPDTimestamp_Raw || !gotBuffer_LAPPDBGCorrection || !gotBuffer_LAPPDTSCorrection || !gotBuffer_LAPPDOffset_minus_ps)
+    Log("EBSaver: Failed to get some LAPPD data from buffer", v_message, verbosityEBSaver);
+  bool gotBuffer_LAPPDBG_PPSBefore = m_data->CStore.Get("Buffer_LAPPDBG_PPSBefore", Buffer_LAPPDBG_PPSBefore);
+  bool gotBuffer_LAPPDBG_PPSAfter = m_data->CStore.Get("Buffer_LAPPDBG_PPSAfter", Buffer_LAPPDBG_PPSAfter);
+  bool gotBuffer_LAPPDBG_PPSDiff = m_data->CStore.Get("Buffer_LAPPDBG_PPSDiff", Buffer_LAPPDBG_PPSDiff);
+  bool gotBuffer_LAPPDBG_PPSMissing = m_data->CStore.Get("Buffer_LAPPDBG_PPSMissing", Buffer_LAPPDBG_PPSMissing);
+  bool gotBuffer_LAPPDTS_PPSBefore = m_data->CStore.Get("Buffer_LAPPDTS_PPSBefore", Buffer_LAPPDTS_PPSBefore);
+  bool gotBuffer_LAPPDTS_PPSAfter = m_data->CStore.Get("Buffer_LAPPDTS_PPSAfter", Buffer_LAPPDTS_PPSAfter);
+  bool gotBuffer_LAPPDTS_PPSDiff = m_data->CStore.Get("Buffer_LAPPDTS_PPSDiff", Buffer_LAPPDTS_PPSDiff);
+  bool gotBuffer_LAPPDTS_PPSMissing = m_data->CStore.Get("Buffer_LAPPDTS_PPSMissing", Buffer_LAPPDTS_PPSMissing);
+  if (!gotBuffer_LAPPDBG_PPSBefore || !gotBuffer_LAPPDBG_PPSAfter || !gotBuffer_LAPPDBG_PPSDiff || !gotBuffer_LAPPDBG_PPSMissing || !gotBuffer_LAPPDTS_PPSBefore || !gotBuffer_LAPPDTS_PPSAfter || !gotBuffer_LAPPDTS_PPSDiff || !gotBuffer_LAPPDTS_PPSMissing)
+    Log("EBSaver: Failed to get LAPPD PPS data from buffer", v_message, verbosityEBSaver);
+
+  // got LAPPD match info
+  bool gotPairedLAPPDTriggerTimestamp = m_data->CStore.Get("PairedLAPPDTriggerTimestamp", PairedLAPPDTriggerTimestamp);
+  bool gotPairedLAPPDTimeStamps = m_data->CStore.Get("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
+  bool gotPairedLAPPD_TriggerIndex = m_data->CStore.Get("PairedLAPPD_TriggerIndex", PairedLAPPD_TriggerIndex);
+  bool gotLAPPDRunCode = m_data->CStore.Get("Buffer_LAPPDRunCode", Buffer_LAPPDRunCode);
+  if (!gotPairedLAPPDTriggerTimestamp || !gotPairedLAPPDTimeStamps || !gotPairedLAPPD_TriggerIndex || !gotLAPPDRunCode)
+  {
+    Log("EBSaver: Failed to get LAPPD match info from buffer", v_message, verbosityEBSaver);
+    // print which one was failed
+    if (!gotPairedLAPPDTriggerTimestamp)
+      Log("EBSaver: Failed to get PairedLAPPDTriggerTimestamp", v_message, verbosityEBSaver);
+    if (!gotPairedLAPPDTimeStamps)
+      Log("EBSaver: Failed to get PairedLAPPDTimeStamps", v_message, verbosityEBSaver);
+    if (!gotPairedLAPPD_TriggerIndex)
+      Log("EBSaver: Failed to get PairedLAPPD_TriggerIndex", v_message, verbosityEBSaver);
+    if (!gotLAPPDRunCode)
+      Log("EBSaver: Failed to get LAPPDRunCode", v_message, verbosityEBSaver);
+  }
+
+  Log("EBSaver: got PMT pairing information buffer PairedPMTTimeStamps size " + std::to_string(PairedPMTTimeStamps.size()), v_message, verbosityEBSaver);
+  Log("EBSaver: got MRD pairing information buffer PairedMRDTimeStamps size " + std::to_string(PairedMRDTimeStamps.size()), v_message, verbosityEBSaver);
+  for (auto const &track : PairedMRDTimeStamps)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    Log("EBSaver: PairedMRDTimeStamps at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < times.size(); i++)
+      cout << i << ": " << times[i] << ", ";
+  }
+  cout << endl;
+
+  Log("EBSaver: got LAPPD pairing information buffer PairedLAPPDTimeStamps size " + std::to_string(PairedLAPPDTimeStamps.size()), v_message, verbosityEBSaver);
+  for (auto const &track : PairedLAPPDTimeStamps)
+  {
+    int triggerTrack = track.first;
+    std::vector<uint64_t> times = track.second;
+    Log("EBSaver: PairedLAPPDTimeStamps at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < times.size(); i++)
+      cout << i << ": " << times[i] << ", ";
+  }
+  cout << endl;
+
+  // print PairedLAPPD_TriggerIndex
+  Log("EBSaver: got LAPPD pairing information buffer PairedLAPPD_TriggerIndex size " + std::to_string(PairedLAPPD_TriggerIndex.size()), v_message, verbosityEBSaver);
+  for (auto const &track : PairedLAPPD_TriggerIndex)
+  {
+    int triggerTrack = track.first;
+    std::vector<int> indexes = track.second;
+    Log("EBSaver: PairedLAPPD_TriggerIndex at track " + std::to_string(triggerTrack) + " size " + std::to_string(indexes.size()), v_message, verbosityEBSaver);
+    for (int i = 0; i < indexes.size(); i++)
+      cout << i << ": " << indexes[i] << ", ";
+  }
+  cout << endl;
+
+  // print Buffer_LAPPDBeamgate_ns
+  Log("EBSaver: got LAPPD pairing information buffer Buffer_LAPPDBeamgate_ns size " + std::to_string(Buffer_LAPPDBeamgate_ns.size()), v_message, verbosityEBSaver);
+  for (int i = 0; i < Buffer_LAPPDBeamgate_ns.size(); i++)
+    cout << i << ": " << Buffer_LAPPDBeamgate_ns[i] << ", ";
+  cout << endl;
+
+  return true;
+}
+
+void EBSaver::SetDataObjects()
+{
+  // after erase those data, set them back to CStore
+  // set PMT data
+  m_data->CStore.Set("InProgressHits", InProgressHits);
+  m_data->CStore.Set("InProgressChkey", InProgressChkey);
+  m_data->CStore.Set("InProgressRecoADCHits", InProgressRecoADCHits);
+  m_data->CStore.Set("InProgressHitsAux", InProgressHitsAux);
+  m_data->CStore.Set("InProgressRecoADCHitsAux", InProgressRecoADCHitsAux);
+  m_data->CStore.Set("FinishedRawAcqSize", FinishedRawAcqSize);
+  m_data->CStore.Set("RWMRawWaveforms", RWMRawWaveforms);
+  m_data->CStore.Set("BRFRawWaveforms", BRFRawWaveforms);
+  // set PMT match info
+  m_data->CStore.Set("PairedPMTTriggerTimestamp", PairedPMTTriggerTimestamp);
+  m_data->CStore.Set("PairedPMTTimeStamps", PairedPMTTimeStamps);
+  m_data->CStore.Set("PairedPMT_TriggerIndex", PairedPMT_TriggerIndex);
+  m_data->CStore.Set("PMTHitmapRunCode", PMTHitmapRunCode);
+  // set MRD data
+  m_data->CStore.Set("MRDEvents", MRDEvents);
+  m_data->CStore.Set("MRDEventTriggerTypes", MRDEventTriggerTypes);
+  m_data->CStore.Set("MRDBeamLoopback", MRDBeamLoopback);
+  m_data->CStore.Set("MRDCosmicLoopback", MRDCosmicLoopback);
+  // set MRD match info
+  m_data->CStore.Set("PairedMRDTriggerTimestamp", PairedMRDTriggerTimestamp);
+  m_data->CStore.Set("PairedMRDTimeStamps", PairedMRDTimeStamps);
+  m_data->CStore.Set("PairedMRD_TriggerIndex", PairedMRD_TriggerIndex);
+  m_data->CStore.Set("MRDHitMapRunCode", MRDHitMapRunCode);
+  // set LAPPD data
+  m_data->CStore.Set("Buffer_LAPPDTimestamp_ns", Buffer_LAPPDTimestamp_ns);
+  m_data->CStore.Set("Buffer_LAPPDData", Buffer_LAPPDData);
+  m_data->CStore.Set("Buffer_LAPPDBeamgate_ns", Buffer_LAPPDBeamgate_ns);
+  m_data->CStore.Set("Buffer_LAPPDOffset", Buffer_LAPPDOffset);
+  m_data->CStore.Set("Buffer_LAPPDBeamgate_Raw", Buffer_LAPPDBeamgate_Raw);
+  m_data->CStore.Set("Buffer_LAPPDTimestamp_Raw", Buffer_LAPPDTimestamp_Raw);
+  m_data->CStore.Set("Buffer_LAPPDBGCorrection", Buffer_LAPPDBGCorrection);
+  m_data->CStore.Set("Buffer_LAPPDTSCorrection", Buffer_LAPPDTSCorrection);
+  m_data->CStore.Set("Buffer_LAPPDOffset_minus_ps", Buffer_LAPPDOffset_minus_ps);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSBefore", Buffer_LAPPDBG_PPSBefore);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSAfter", Buffer_LAPPDBG_PPSAfter);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSDiff", Buffer_LAPPDBG_PPSDiff);
+  m_data->CStore.Set("Buffer_LAPPDBG_PPSMissing", Buffer_LAPPDBG_PPSMissing);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSBefore", Buffer_LAPPDTS_PPSBefore);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSAfter", Buffer_LAPPDTS_PPSAfter);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSDiff", Buffer_LAPPDTS_PPSDiff);
+  m_data->CStore.Set("Buffer_LAPPDTS_PPSMissing", Buffer_LAPPDTS_PPSMissing);
+  // set LAPPD match info
+  m_data->CStore.Set("PairedLAPPDTriggerTimestamp", PairedLAPPDTriggerTimestamp);
+  m_data->CStore.Set("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
+  m_data->CStore.Set("PairedLAPPD_TriggerIndex", PairedLAPPD_TriggerIndex);
+  m_data->CStore.Set("Buffer_LAPPDRunCode", Buffer_LAPPDRunCode);
+}
+
+void EBSaver::BuildEmptyPMTData()
+{
+  std::map<unsigned long, std::vector<Hit>> *PMTHits = new std::map<unsigned long, std::vector<Hit>>;
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> PMTRecoADCHits;
+  std::map<unsigned long, std::vector<Hit>> *PMTHitsAux = new std::map<unsigned long, std::vector<Hit>>;
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> PMTRecoADCHitsAux;
+  std::map<unsigned long, std::vector<int>> PMTRawAcqSize;
+
+  ANNIEEvent->Set("Hits", PMTHits, true);
+  ANNIEEvent->Set("RecoADCData", PMTRecoADCHits);
+  ANNIEEvent->Set("AuxHits", PMTHitsAux, true);
+  ANNIEEvent->Set("RecoAuxADCData", PMTRecoADCHitsAux);
+  ANNIEEvent->Set("RawAcqSize", PMTRawAcqSize);
+}
+
+void EBSaver::BuildEmptyMRDData()
+{
+  std::map<unsigned long, std::vector<Hit>> *TDCData = new std::map<unsigned long, std::vector<Hit>>;
+  std::string MRDTriggerType = "";
+  std::map<std::string, int> mrd_loopback_tdc;
+
+  ANNIEEvent->Set("TDCData", TDCData, true);
+  TimeClass t(0);
+  ANNIEEvent->Set("EventTimeMRD", t);
+  ANNIEEvent->Set("MRDTriggerType", MRDTriggerType);
+  ANNIEEvent->Set("MRDLoopbackTDC", mrd_loopback_tdc);
+}
+
+void EBSaver::BuildEmptyLAPPDData()
+{
+  std::map<uint64_t, PsecData> LAPPDDataMap;
+  std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+  std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+  std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+  std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+  std::map<uint64_t, uint64_t> LAPPDOffsets;
+  std::map<uint64_t, int> LAPPDTSCorrection;
+  std::map<uint64_t, int> LAPPDBGCorrection;
+  std::map<uint64_t, int> LAPPDOSInMinusPS;
+  std::map<uint64_t, uint64_t> LAPPDBG_PPSBefore;
+  std::map<uint64_t, uint64_t> LAPPDBG_PPSAfter;
+  std::map<uint64_t, uint64_t> LAPPDBG_PPSDiff;
+  std::map<uint64_t, int> LAPPDBG_PPSMissing;
+  std::map<uint64_t, uint64_t> LAPPDTS_PPSBefore;
+  std::map<uint64_t, uint64_t> LAPPDTS_PPSAfter;
+  std::map<uint64_t, uint64_t> LAPPDTS_PPSDiff;
+  std::map<uint64_t, int> LAPPDTS_PPSMissing;
+
+  ANNIEEvent->Set("LAPPDDataMap", LAPPDDataMap);
+  ANNIEEvent->Set("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+  ANNIEEvent->Set("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+  ANNIEEvent->Set("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+  ANNIEEvent->Set("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+  ANNIEEvent->Set("LAPPDOffsets", LAPPDOffsets);
+  ANNIEEvent->Set("LAPPDTSCorrection", LAPPDTSCorrection);
+  ANNIEEvent->Set("LAPPDBGCorrection", LAPPDBGCorrection);
+  ANNIEEvent->Set("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+  ANNIEEvent->Set("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+  ANNIEEvent->Set("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+  ANNIEEvent->Set("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+  ANNIEEvent->Set("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+  ANNIEEvent->Set("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+  ANNIEEvent->Set("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+  ANNIEEvent->Set("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+  ANNIEEvent->Set("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+}
+
+void EBSaver::LoadBeamInfo()
+{
+  TFile *file = new TFile(beamInfoFileName.c_str(), "READ");
+  TTree *tree;
+  file->GetObject("BeamTree", tree);
+
+  if (!tree)
+  {
+    cout << "EBSaver: Failed to load beam info from file with name: " << beamInfoFileName << endl;
+    return;
+  }
+
+  // copy from IFBeamDBInterfaceV2.cpp
+  //  Here's some documentation for some of the parameters stored in the beam
+  // database. It's taken from the MicroBooNE operations wiki:
+  // http://tinyurl.com/z3c4mxs
+  //
+  // The status page shows the present reading of beamline instrumentation. All
+  // of this data is being stored to IF beam Database. The "IF Beam DB
+  // dashboard":http://dbweb4.fnal.gov:8080/ifbeam/app/BNBDash/index provides
+  // another view of beam data. Some of it is redundant to the status page, but
+  // it verifies that the data is being stored in the database. At present the
+  // page shows following devices:
+  //   * TOR860, TOR875 - two toroids in BNB measuring beam intensity. TOR860 is
+  //     at the beginning of the beamline, and TOR875 is at the end.
+  //   * THCURR - horn current
+  //   * HWTOUT - horn water temperature coming out of the horn.
+  //   * BTJT2 - target temperature
+  //   * HP875, VP875 - beam horizontal and vertical positions at the 875
+  //     location, about 4.5 m upstream of the target center.
+  //   * HPTG1, VPTG1 - beam horizontal and vertical positions immediately
+  //     (about 2.5 m) upstream of the target center.
+  //   * HPTG2, VPTG2 - beam horizontal and vertical positions more immediately
+  //     (about 1.5 m) upstream of the target center.
+  //   * Because there are no optics between H/VP875 and H/VPTG2, the movements
+  //     on these monitors should scale with the difference in distances.
+  //   * BTJT2 - target air cooling temperature. Four RTD measure the return
+  //     temperature of the cooling air. This is the one closest to the target.
+  //   * BTH2T2 - target air cooling temperature. This is the temperature of the
+  //     air going into the horn.
+
+  // additionally, the unit of E_TOR860 and E_TOR875 is E12
+
+  uint64_t timestamp;
+  double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
+
+  tree->SetBranchAddress("Timestamp", &timestamp);
+  tree->SetBranchAddress("E_TOR860", &E_TOR860);
+  tree->SetBranchAddress("E_TOR875", &E_TOR875);
+  tree->SetBranchAddress("E_THCURR", &THCURR);
+  tree->SetBranchAddress("E_BTJT2", &BTJT2);
+  tree->SetBranchAddress("E_HP875", &HP875);
+  tree->SetBranchAddress("E_VP875", &VP875);
+  tree->SetBranchAddress("E_HPTG1", &HPTG1);
+  tree->SetBranchAddress("E_VPTG1", &VPTG1);
+  tree->SetBranchAddress("E_HPTG2", &HPTG2);
+  tree->SetBranchAddress("E_VPTG2", &VPTG2);
+  tree->SetBranchAddress("E_BTH2T2", &BTH2T2);
+
+  Long64_t nentries = tree->GetEntries();
+  Log("EBSaver: Loading beam infor, total entries in beam info file: " + std::to_string(nentries), v_message, verbosityEBSaver);
+  for (Long64_t i = 0; i < nentries; ++i)
+  {
+    tree->GetEntry(i);
+    if (i % (static_cast<int>(nentries / 10)) == 0)
+      Log("EBSaver: Loading beam info, processed " + std::to_string(i) + " entries", v_message, verbosityEBSaver);
+    BeamInfoTimestamps.push_back(timestamp);
+    E_TOR860_map.emplace(timestamp, E_TOR860);
+    E_TOR875_map.emplace(timestamp, E_TOR875);
+    THCURR_map.emplace(timestamp, THCURR);
+    BTJT2_map.emplace(timestamp, BTJT2);
+    HP875_map.emplace(timestamp, HP875);
+    VP875_map.emplace(timestamp, VP875);
+    HPTG1_map.emplace(timestamp, HPTG1);
+    VPTG1_map.emplace(timestamp, VPTG1);
+    HPTG2_map.emplace(timestamp, HPTG2);
+    VPTG2_map.emplace(timestamp, VPTG2);
+    BTH2T2_map.emplace(timestamp, BTH2T2);
+  }
+
+  Log("EBSaver: Loaded number of E_TOR860 entries: " + std::to_string(E_TOR860_map.size()), v_message, verbosityEBSaver);
+
+  Log("EBSaver: Finished loading beam info from " + beamInfoFileName, v_message, verbosityEBSaver);
+
+  return;
+}
+
+bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
+{
+  double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
+  // find the closest timestamp in vector<uint64_t> BeamInfoTimestamps
+
+  uint64_t closestTimestamp = 0;
+  double minDiff = 60 * 60 * 1e9; // 60 minutes
+  int minIndex = -1;
+
+  for (int i = 0; i < BeamInfoTimestamps.size(); i++)
+  {
+    uint64_t timestamp = BeamInfoTimestamps.at(i) * 1e6;
+    double diff = (timestamp > TriggerTime) ? timestamp - TriggerTime : TriggerTime - timestamp;
+    if (i == 0)
+      Log("EBSaver: First beam info timestamp is " + std::to_string(timestamp) + " with diff = " + std::to_string(diff), v_warning, verbosityEBSaver);
+    else if (i == BeamInfoTimestamps.size() - 1)
+      Log("EBSaver: Last beam info timestamp is " + std::to_string(timestamp) + " with diff = " + std::to_string(diff), v_warning, verbosityEBSaver);
+
+    if (diff < minDiff)
+    {
+      minDiff = diff;
+      minIndex = i;
+    }
+  }
+
+  if (minIndex == -1)
+  {
+    Log("EBSaver: Failed to find the closest beam info timestamp to trigger time", v_message, verbosityEBSaver);
+
+    uint64_t beamInfoTime_long = 0;
+    int64_t timeDiff = -9999;
+    double defaultVal = -9999.;
+    int beam_good = 0;
+    ANNIEEvent->Set("BeamInfoTime", beamInfoTime_long);
+    ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", timeDiff);
+    ANNIEEvent->Set("beam_E_TOR860", defaultVal);
+    ANNIEEvent->Set("beam_E_TOR875", defaultVal);
+    ANNIEEvent->Set("beam_THCURR", defaultVal);
+    ANNIEEvent->Set("beam_BTJT2", defaultVal);
+    ANNIEEvent->Set("beam_HP875", defaultVal);
+    ANNIEEvent->Set("beam_VP875", defaultVal);
+    ANNIEEvent->Set("beam_HPTG1", defaultVal);
+    ANNIEEvent->Set("beam_VPTG1", defaultVal);
+    ANNIEEvent->Set("beam_HPTG2", defaultVal);
+    ANNIEEvent->Set("beam_VPTG2", defaultVal);
+    ANNIEEvent->Set("beam_BTH2T2", defaultVal);
+    ANNIEEvent->Set("beam_good", beam_good);
+
+    Log("EBSaver: Saved beam info with time " + std::to_string(0) + ", pot E_TOR860 = " + std::to_string(-9999) + ", beam_good = " + std::to_string(-9999), v_message, verbosityEBSaver);
+  }
+  else
+  {
+    Log("Found the closest beam info timestamp to trigger time at index " + std::to_string(minIndex) + " with time " + std::to_string(BeamInfoTimestamps.at(minIndex)) + " and dt = " + std::to_string(minDiff), v_message, verbosityEBSaver);
+
+    // get the precise difference
+    uint64_t beamInfoTime = BeamInfoTimestamps.at(minIndex);
+    ULong64_t beamInfoTime_long = beamInfoTime * 1e6;
+    int64_t timeDiff = beamInfoTime_long - TriggerTime;
+
+    // check if the map has the key
+    E_TOR860 = E_TOR860_map.at(beamInfoTime);
+    E_TOR875 = E_TOR875_map.at(beamInfoTime);
+    THCURR = THCURR_map.at(beamInfoTime);
+    BTJT2 = BTJT2_map.at(beamInfoTime);
+    HP875 = HP875_map.at(beamInfoTime);
+    VP875 = VP875_map.at(beamInfoTime);
+    HPTG1 = HPTG1_map.at(beamInfoTime);
+    VPTG1 = VPTG1_map.at(beamInfoTime);
+    HPTG2 = HPTG2_map.at(beamInfoTime);
+    VPTG2 = VPTG2_map.at(beamInfoTime);
+    BTH2T2 = BTH2T2_map.at(beamInfoTime);
+
+    ANNIEEvent->Set("BeamInfoTime", beamInfoTime);
+    ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", timeDiff);
+
+    ANNIEEvent->Set("beam_E_TOR860", E_TOR860);
+    ANNIEEvent->Set("beam_E_TOR875", E_TOR875);
+    ANNIEEvent->Set("beam_THCURR", THCURR);
+    ANNIEEvent->Set("beam_BTJT2", BTJT2);
+    ANNIEEvent->Set("beam_HP875", HP875);
+    ANNIEEvent->Set("beam_VP875", VP875);
+    ANNIEEvent->Set("beam_HPTG1", HPTG1);
+    ANNIEEvent->Set("beam_VPTG1", VPTG1);
+    ANNIEEvent->Set("beam_HPTG2", HPTG2);
+    ANNIEEvent->Set("beam_VPTG2", VPTG2);
+    ANNIEEvent->Set("beam_BTH2T2", BTH2T2);
+
+    int beam_good = 0;
+
+    if (THCURR > 172 && THCURR < 176)
+    {
+      if (E_TOR860 > 0.5 && E_TOR860 < 8 && E_TOR875 > 0.5 && E_TOR875 < 8 && (E_TOR875 - E_TOR860) / E_TOR860 < 0.05)
+        beam_good = 1;
+    }
+
+    ANNIEEvent->Set("beam_good", beam_good);
+
+    Log("EBSaver: Saved beam info with time " + std::to_string(beamInfoTime) + ", pot E_TOR860 = " + std::to_string(E_TOR860) + ", beam_good = " + std::to_string(beam_good), v_message, verbosityEBSaver);
+  }
+
+  return true;
+}
\ No newline at end of file
diff --git a/UserTools/EBSaver/EBSaver.h b/UserTools/EBSaver/EBSaver.h
new file mode 100644
index 000000000..f2dedb5f6
--- /dev/null
+++ b/UserTools/EBSaver/EBSaver.h
@@ -0,0 +1,202 @@
+#ifndef EBSaver_H
+#define EBSaver_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "BoostStore.h"
+#include "PsecData.h"
+#include "TimeClass.h"
+#include "TriggerClass.h"
+#include "Waveform.h"
+#include "ANNIEalgorithms.h"
+#include "ADCPulse.h"
+#include "CalibratedADCWaveform.h"
+#include "BeamStatus.h"
+#include "TFile.h"
+#include "TTree.h"
+
+/**
+ * \class EBPMT
+ *
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
+ *
+ */
+
+class EBSaver : public Tool
+{
+
+public:
+    EBSaver();                                                ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+
+    bool GotAllDataFromOriginalBuffer();
+    void SetDataObjects();
+
+    bool SaveToANNIEEvent(string saveFileName, int runCode, int triggerTrack, int trackIndex); // save the data to the ANNIEEvent, include all other saving functions.
+    bool SaveRunInfo(int runCode);                                                             // get run numbers from the RunCode in trigger grouper
+    bool SaveGroupedTriggers(int triggerTrack, int groupIndex);
+    // use the targetTrigWord to get the trigger track, use the groupIndex to get the group of triggers in that track
+    // save triggers from std::map<int, std::vector<std::map<uint64_t,uint32_t>>> GroupedTriggersInTotal; //each map is a group of triggers, with the key is the target trigger word
+
+    bool SavePMTData(uint64_t PMTTime);
+    bool SaveMRDData(uint64_t MRDTime);
+    bool SaveLAPPDData(uint64_t LAPPDTime);
+    bool SaveBeamInfo(uint64_t TriggerTime);
+
+    bool SaveOrphan(int runCode);
+    bool SaveOrphanPMT(int runCode);
+    bool SaveOrphanMRD(int runCode);
+    bool SaveOrphanCTC(int runCode);
+    bool SaveOrphanLAPPD(int runCode);
+
+    void BuildEmptyPMTData();
+    void BuildEmptyMRDData();
+    void BuildEmptyLAPPDData();
+
+    void LoadBeamInfo();
+
+private:
+    int saveRunNumber;
+    int saveSubrunNumber;
+    int savePartFileNumber;
+    int savingRunCode;
+
+    bool saveTriggerGroups = true;
+    bool saveAllTriggers;
+    bool savePMT = true;
+    bool saveMRD;
+    bool saveLAPPD;
+    bool saveOrphan;
+    bool saveBeamInfo;
+
+    bool saveRawRWMWaveform;
+    bool saveRawBRFWaveform;
+
+    string savePath;
+    string saveName;
+
+    string beamInfoFileName;
+
+    int verbosityEBSaver;
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+
+    BoostStore *ANNIEEvent;
+
+    int exeNumber;
+    int savedTriggerGroupNumber;
+    int savedPMTHitMapNumber;
+    int savedMRDNumber;
+    int savedLAPPDNumber;
+
+    std::map<uint64_t, int> TriggerTimeWithoutMRD; // trigger time, 8 or 36
+
+    int thisRunNum;
+    int thisSubrunNum;
+    int thisPartFileNum;
+
+    int savePerExe;
+
+    int TotalBuiltEventsNumber = 0;
+    int TotalBuiltPMTNumber;
+    int TotalBuiltMRDNumber;
+    int TotalBuiltLAPPDNumber;
+    int TotalBuiltTriggerGroupNumber;
+
+    std::map<uint64_t, int> PMTRunCodeToRemove;
+    std::map<uint64_t, int> MRDRunCodeToRemove;
+    std::map<uint64_t, int> LAPPDRunCodeToRemove;
+    std::map<int, int> GroupedTriggerIndexToRemove;
+
+    std::map<int, vector<uint64_t>> PMTPairInfoToRemoveTime;
+    std::map<int, vector<uint64_t>> MRDPairInfoToRemoveTime;
+    std::map<int, vector<uint64_t>> LAPPDPairInfoToRemoveTime;
+
+    std::map<int, std::vector<std::map<uint64_t, uint32_t>>> GroupedTriggersInTotal; // each map is a group of triggers, with the key is the target trigger word
+    std::map<int, std::vector<int>> RunCodeInTotal;
+
+    int BeamTriggerMain;
+    int LaserTriggerMain;
+    int CosmicTriggerMain;
+    int LEDTriggerMain;
+    int AmBeTriggerMain;
+    int PPSMain;
+
+    // PMT related data object
+    std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHits;                           // Key: {MTCTime}, value: map of  Hit distributions
+    std::map<uint64_t, std::vector<unsigned long>> *InProgressChkey;                                           // Key: {MTCTime}, value: vector of in progress chankeys
+    std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>> *InProgressRecoADCHits;    // Key: {MTCTime}, value: map of found pulses
+    std::map<uint64_t, std::map<unsigned long, std::vector<std::vector<ADCPulse>>>> *InProgressRecoADCHitsAux; // Key: {MTCTime}, value: map of found pulses
+    std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *> *InProgressHitsAux;                        // Key: {MTCTime}, value: map of  Hit distributions
+    std::map<uint64_t, std::map<unsigned long, std::vector<int>>> *FinishedRawAcqSize;                         // Key: {MTCTime}, value: map of acquisition time window sizes
+
+    std::map<uint64_t, std::vector<uint16_t>> *RWMRawWaveforms; // Key: MTCTime, Value: RWM waveform
+    std::map<uint64_t, std::vector<uint16_t>> *BRFRawWaveforms; // Key: MTCTime, Value: BRF waveform
+
+    std::map<int, vector<uint64_t>> PairedPMTTriggerTimestamp;
+    std::map<int, vector<int>> PairedPMT_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedPMTTimeStamps;
+    std::map<uint64_t, int> PMTHitmapRunCode; // Key: {MTCTime}, value: RunCode
+
+    // MRD related data object
+    std::map<uint64_t, std::vector<std::pair<unsigned long, int>>> MRDEvents; // Key: {MTCTime}, value: "WaveMap" with key (CardID,ChannelID), value FinishedWaveform
+    std::map<uint64_t, std::string> MRDEventTriggerTypes;                     // Key: {MTCTime}, value: string noting what type of trigger occured for the event
+    std::map<uint64_t, int> MRDBeamLoopback;                                  // Key: {MTCTime}, value: string noting what type of trigger occured for the event
+    std::map<uint64_t, int> MRDCosmicLoopback;                                // KEY: {MTCTime}, value: Cosmic loopback TDC value
+
+    std::map<int, vector<uint64_t>> PairedMRDTriggerTimestamp;
+    std::map<int, vector<int>> PairedMRD_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedMRDTimeStamps;
+    std::map<uint64_t, int> MRDHitMapRunCode; // Key: {MTCTime}, value: RunCode
+
+    // LAPPD related data object
+    vector<int> Buffer_IndexOfData;            // index of unpaired data
+    vector<uint64_t> Buffer_LAPPDTimestamp_ns; // used to match
+
+    vector<PsecData> Buffer_LAPPDData;
+    vector<uint64_t> Buffer_LAPPDBeamgate_ns;
+    vector<uint64_t> Buffer_LAPPDOffset;
+    vector<unsigned long> Buffer_LAPPDBeamgate_Raw;
+    vector<unsigned long> Buffer_LAPPDTimestamp_Raw;
+    vector<int> Buffer_LAPPDBGCorrection;
+    vector<int> Buffer_LAPPDTSCorrection;
+    vector<int> Buffer_LAPPDOffset_minus_ps;
+    vector<uint64_t> Buffer_LAPPDBG_PPSBefore;
+    vector<uint64_t> Buffer_LAPPDBG_PPSAfter;
+    vector<uint64_t> Buffer_LAPPDBG_PPSDiff;
+    vector<int> Buffer_LAPPDBG_PPSMissing;
+    vector<uint64_t> Buffer_LAPPDTS_PPSBefore;
+    vector<uint64_t> Buffer_LAPPDTS_PPSAfter;
+    vector<uint64_t> Buffer_LAPPDTS_PPSDiff;
+    vector<int> Buffer_LAPPDTS_PPSMissing;
+
+    vector<int> Buffer_LAPPDRunCode;
+
+    std::map<int, vector<uint64_t>> PairedLAPPDTriggerTimestamp;
+    std::map<int, vector<int>> PairedLAPPD_TriggerIndex;
+    std::map<int, vector<uint64_t>> PairedLAPPDTimeStamps;
+
+    // beam info related objects
+    vector<uint64_t> BeamInfoTimestamps;
+    std::map<uint64_t, double> E_TOR860_map;
+    std::map<uint64_t, double> E_TOR875_map;
+    std::map<uint64_t, double> THCURR_map;
+    std::map<uint64_t, double> BTJT2_map;
+    std::map<uint64_t, double> HP875_map;
+    std::map<uint64_t, double> VP875_map;
+    std::map<uint64_t, double> HPTG1_map;
+    std::map<uint64_t, double> VPTG1_map;
+    std::map<uint64_t, double> HPTG2_map;
+    std::map<uint64_t, double> VPTG2_map;
+    std::map<uint64_t, double> BTH2T2_map;
+};
+
+#endif
diff --git a/UserTools/EBSaver/README.md b/UserTools/EBSaver/README.md
new file mode 100644
index 000000000..a05a2dc7c
--- /dev/null
+++ b/UserTools/EBSaver/README.md
@@ -0,0 +1,29 @@
+# EBSaver
+
+EBSaver is a part of Event Building version 2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+
+For a group of trigger with it's main trigger in part file x, that event will be saved as processed file x.
+There shouldn't be any error if the file is correctly processed, the stat info will be printed out at Finalise. 
+Processing one part file usually just take a few minutes. The time of processing multiple files will be increased quick because of the trigger grouping. There is a limit but more than 7 beam files are not recommended.
+
+
+## Data
+
+EBSaver take four cataogeies of inputs
+1. Beam Info. (From beam fetcher)
+2. Grouped triggers. (from EBTriggerGrouper)
+    GroupedTriggersInTotal
+3. Data from subsystems. (PMT, MRD, LAPPD, from data decoders)
+    In GotAllDataFromOriginalBuffer function
+4. Matched pairs of data timestamps and grouped triggers. (from EBPMT, EBMRD, EBLAPPD)
+    Also in GotAllDataFromOriginalBuffer function
+
+
+## Configuration
+
+beamInfoFileName: name of the beam info file generated by beam fetcher V2
+
+Other configs are set by defalut
+Save Orphan is not implemented right now.
\ No newline at end of file
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index c986c48b7..8e14d874d 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -174,5 +174,6 @@ if (tool=="BackTracker") ret=new BackTracker;
 if (tool=="PrintDQ") ret=new PrintDQ;
 if (tool=="AssignBunchTimingMC") ret=new AssignBunchTimingMC;
 if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
+if (tool=="EBSaver") ret=new EBSaver;
 return ret;
 }
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 7e64d4e9b..d4afec38d 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -182,3 +182,4 @@
 #include "PrintDQ.h"
 #include "AssignBunchTimingMC.h"
 #include "FitRWMWaveform.h"
+#include "EBSaver.h"

From 36678dd9acef9beabcd3c6bd14c2b94e23541451 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Sun, 19 Jan 2025 23:39:59 -0600
Subject: [PATCH 118/163]  Add verbosity check for some cout print out

---
 UserTools/EBSaver/EBSaver.cpp | 30 +++++++++++++++++++++---------
 1 file changed, 21 insertions(+), 9 deletions(-)

diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index f7d459a60..b064c809f 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -1160,8 +1160,11 @@ bool EBSaver::GotAllDataFromOriginalBuffer()
     int triggerTrack = track.first;
     std::vector<uint64_t> times = track.second;
     Log("EBSaver: PairedMRDTimeStamps at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
-    for (int i = 0; i < times.size(); i++)
-      cout << i << ": " << times[i] << ", ";
+    if (verbosityEBSaver > v_message)
+    {
+      for (int i = 0; i < times.size(); i++)
+        cout << i << ": " << times[i] << ", ";
+    }
   }
   cout << endl;
 
@@ -1171,8 +1174,11 @@ bool EBSaver::GotAllDataFromOriginalBuffer()
     int triggerTrack = track.first;
     std::vector<uint64_t> times = track.second;
     Log("EBSaver: PairedLAPPDTimeStamps at track " + std::to_string(triggerTrack) + " size " + std::to_string(times.size()), v_message, verbosityEBSaver);
-    for (int i = 0; i < times.size(); i++)
-      cout << i << ": " << times[i] << ", ";
+    if (verbosityEBSaver > v_message)
+    {
+      for (int i = 0; i < times.size(); i++)
+        cout << i << ": " << times[i] << ", ";
+    }
   }
   cout << endl;
 
@@ -1183,16 +1189,22 @@ bool EBSaver::GotAllDataFromOriginalBuffer()
     int triggerTrack = track.first;
     std::vector<int> indexes = track.second;
     Log("EBSaver: PairedLAPPD_TriggerIndex at track " + std::to_string(triggerTrack) + " size " + std::to_string(indexes.size()), v_message, verbosityEBSaver);
-    for (int i = 0; i < indexes.size(); i++)
-      cout << i << ": " << indexes[i] << ", ";
+    if (verbosityEBSaver > v_message)
+    {
+      for (int i = 0; i < indexes.size(); i++)
+        cout << i << ": " << indexes[i] << ", ";
+    }
   }
   cout << endl;
 
   // print Buffer_LAPPDBeamgate_ns
   Log("EBSaver: got LAPPD pairing information buffer Buffer_LAPPDBeamgate_ns size " + std::to_string(Buffer_LAPPDBeamgate_ns.size()), v_message, verbosityEBSaver);
-  for (int i = 0; i < Buffer_LAPPDBeamgate_ns.size(); i++)
-    cout << i << ": " << Buffer_LAPPDBeamgate_ns[i] << ", ";
-  cout << endl;
+  if (verbosityEBSaver > v_message)
+  {
+    for (int i = 0; i < Buffer_LAPPDBeamgate_ns.size(); i++)
+      cout << i << ": " << Buffer_LAPPDBeamgate_ns[i] << ", ";
+    cout << endl;
+  }
 
   return true;
 }

From c1f27d6112861e426f470467462a2f0625aacd21 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Sun, 19 Jan 2025 23:55:08 -0600
Subject: [PATCH 119/163] Add EBLoadRaw for EBV2 tool chain

---
 UserTools/EBLoadRaw/EBLoadRaw.cpp | 712 ++++++++++++++++++++++++++++++
 UserTools/EBLoadRaw/EBLoadRaw.h   | 116 +++++
 UserTools/EBLoadRaw/README.md     |  20 +
 UserTools/Factory/Factory.cpp     |   1 +
 UserTools/Unity.h                 |   1 +
 5 files changed, 850 insertions(+)
 create mode 100644 UserTools/EBLoadRaw/EBLoadRaw.cpp
 create mode 100644 UserTools/EBLoadRaw/EBLoadRaw.h
 create mode 100644 UserTools/EBLoadRaw/README.md

diff --git a/UserTools/EBLoadRaw/EBLoadRaw.cpp b/UserTools/EBLoadRaw/EBLoadRaw.cpp
new file mode 100644
index 000000000..b253be97d
--- /dev/null
+++ b/UserTools/EBLoadRaw/EBLoadRaw.cpp
@@ -0,0 +1,712 @@
+#include "EBLoadRaw.h"
+
+EBLoadRaw::EBLoadRaw() : Tool() {}
+
+bool EBLoadRaw::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+  m_variables.Get("verbosityEBLoadRaw", verbosityEBLoadRaw);
+
+  ReadTriggerOverlap = false;
+  m_variables.Get("ReadTriggerOverlap", ReadTriggerOverlap);
+  m_variables.Get("InputFile", InputFile);
+  OrganizedFileList = OrganizeRunParts(InputFile);
+
+  LoadCTC = false;
+  m_variables.Get("LoadCTC", LoadCTC);
+  LoadPMT = false;
+  m_variables.Get("LoadPMT", LoadPMT);
+  LoadMRD = false;
+  m_variables.Get("LoadMRD", LoadMRD);
+  LoadLAPPD = false;
+  m_variables.Get("LoadLAPPD", LoadLAPPD);
+
+  FileCompleted = false;
+  JumpBecauseLAPPD = false;
+  ProcessingComplete = false;
+  PMTPaused = false;
+  MRDPaused = false;
+  LAPPDPaused = false;
+  CTCPaused = false;
+  usingTriggerOverlap = false;
+  LoadingFileNumber = 0;
+
+  RunNumber = 0;
+  SubRunNumber = 0;
+  PartFileNumber = 0;
+
+  CTCEntryNum = 0;
+  PMTEntryNum = 0;
+  MRDEntryNum = 0;
+  LAPPDEntryNum = 0;
+
+  PMTTotalEntries = 0;
+  MRDTotalEntries = 0;
+  LAPPDTotalEntries = 0;
+  CTCTotalEntries = 0;
+  PMTEntriesCompleted = false;
+  MRDEntriesCompleted = false;
+  LAPPDEntriesCompleted = false;
+  CTCEntriesCompleted = false;
+  LoadedPMTTotalEntries = 0;
+  LoadedMRDTotalEntries = 0;
+  LoadedLAPPDTotalEntries = 0;
+  LoadedCTCTotalEntries = 0;
+
+  PMTMatchingForced = false;
+  MRDMatchingForced = false;
+  LAPPDMatchingForced = false;
+
+  RawData = new BoostStore(false, 0);
+  PMTData = new BoostStore(false, 2);
+  MRDData = new BoostStore(false, 2);
+  LAPPDData = new BoostStore(false, 2);
+  CTCData = new BoostStore(false, 2);
+  CData = new std::vector<CardData>;
+  TData = new TriggerData;
+  MData = new MRDOut;
+  LData = new PsecData;
+
+  m_data->CStore.Set("FileProcessingComplete", false);
+  RunCodeToSave = 0;
+
+  return true;
+}
+
+bool EBLoadRaw::Execute()
+{
+  m_data->CStore.Set("NewRawDataEntryAccessed", false);
+  m_data->CStore.Set("NewRawDataFileAccessed", false);
+  m_data->CStore.Set("SaveProcessedFile", false);
+
+  ProcessingComplete = false;
+  if (FileCompleted)
+  {
+    if (CurrentFile != "NONE")
+    {
+      RunCodeToSave = RunCode(CurrentFile);
+      m_data->CStore.Set("RunCodeToSave", RunCodeToSave);
+      m_data->CStore.Set("SaveProcessedFile", true);
+      Log("EBLoadRaw: File completed, saving file " + CurrentFile + " with RunCode: " + std::to_string(RunCodeToSave), v_message, verbosityEBLoadRaw);
+    }
+    ProcessingComplete = LoadNewFile();
+  }
+
+  if (ProcessingComplete)
+  {
+    RunCodeToSave = RunCode(CurrentFile);
+    m_data->CStore.Set("RunCodeToSave", RunCodeToSave);
+    m_data->CStore.Set("SaveProcessedFile", true);
+    m_data->CStore.Set("SaveEverything", true);
+    Log("EBLoadRaw: File completed, saving file " + CurrentFile + " with RunCode: " + std::to_string(RunCodeToSave), v_message, verbosityEBLoadRaw);
+
+    m_data->CStore.Set("FileProcessingComplete", true);
+    m_data->vars.Set("StopLoop", 1);
+    Log("EBLoadRaw: All files have been processed, set pause flags, PMT: " + std::to_string(PMTPaused) + ", MRD: " + std::to_string(MRDPaused) + ", CTC: " + std::to_string(CTCPaused) + ", LAPPD: " + std::to_string(LAPPDPaused), v_message, verbosityEBLoadRaw);
+    return true;
+  }
+
+  m_data->CStore.Get("PauseTankDecoding", PMTPaused);
+  m_data->CStore.Get("PauseMRDDecoding", MRDPaused);
+  m_data->CStore.Get("PauseCTCDecoding", CTCPaused);
+  m_data->CStore.Get("PauseLAPPDDecoding", LAPPDPaused);
+
+  if (OrganizedFileList.size() == 0)
+  {
+    Log("EBLoadRaw: No files to process.", v_warning, verbosityEBLoadRaw);
+    m_data->vars.Set("StopLoop", 1);
+    return true;
+  }
+  if (FileCompleted || CurrentFile == "NONE")
+  {
+    Log("EBLoadRaw: Loading new file. " + OrganizedFileList.at(LoadingFileNumber), v_message, verbosityEBLoadRaw);
+    CurrentFile = OrganizedFileList.at(LoadingFileNumber);
+    RawData->Initialise(CurrentFile.c_str());
+    Log("EBLoadRaw: File loaded.", v_message, verbosityEBLoadRaw);
+    m_data->CStore.Set("NewRawDataFileAccessed", true);
+    if (verbosityEBLoadRaw > 4)
+      RawData->Print(false);
+    LoadRunInfo();
+    LoadPMTData();
+    LoadMRDData();
+    LoadCTCData();
+    LoadLAPPDData();
+
+    PMTMatchingForced = false;
+    MRDMatchingForced = false;
+    LAPPDMatchingForced = false;
+  }
+  else
+  {
+    Log("EBLoadRaw: Loading next entry of current file " + CurrentFile, v_message, verbosityEBLoadRaw);
+  }
+
+  FileCompleted = false;
+  if (JumpBecauseLAPPD)
+  {
+    FileCompleted = true;
+    JumpBecauseLAPPD = false;
+    Log("EBLoadRaw: Jumping to next file due to LAPPD data.", v_message, verbosityEBLoadRaw);
+    return true;
+  }
+
+  // if more MRD events than VME PMT events, jump to next file
+  // this is an old option, why?
+  if (MRDTotalEntries > PMTTotalEntries)
+  {
+    // FileCompleted = true;
+    Log("EBLoadRaw: Jumping to next file due to MRD entry is more than PMT entry.", v_message, verbosityEBLoadRaw);
+    // return true;
+  }
+
+  if (LoadPMT && PMTEntryNum == PMTTotalEntries)
+  {
+    Log("EBLoadRaw: ALL PMT entries Loaded.", v_message, verbosityEBLoadRaw);
+    PMTEntriesCompleted = true;
+    PMTPaused = true;
+  }
+  if (LoadMRD && MRDEntryNum == MRDTotalEntries)
+  {
+    Log("EBLoadRaw: ALL MRD entries Loaded.", v_message, verbosityEBLoadRaw);
+    MRDEntriesCompleted = true;
+    MRDPaused = true;
+  }
+  if (LoadCTC && CTCEntryNum == CTCTotalEntries)
+  {
+    Log("EBLoadRaw: ALL CTC entries Loaded.", v_message, verbosityEBLoadRaw);
+    CTCEntriesCompleted = true;
+    CTCPaused = true;
+  }
+  if (LoadLAPPD && LAPPDEntryNum == LAPPDTotalEntries)
+  {
+    Log("EBLoadRaw: ALL LAPPD entries Loaded.", v_message, verbosityEBLoadRaw);
+    LAPPDEntriesCompleted = true;
+    LAPPDPaused = true;
+  }
+
+  if (LoadLAPPD && LAPPDTotalEntries < 0)
+    LAPPDEntriesCompleted = true;
+
+  m_data->CStore.Set("PauseTankDecoding", PMTPaused);
+  m_data->CStore.Set("PauseMRDDecoding", MRDPaused);
+  m_data->CStore.Set("PauseCTCDecoding", CTCPaused);
+  m_data->CStore.Set("PauseLAPPDDecoding", LAPPDPaused);
+
+  Log("EBLoadRaw: Set pause flags, PMT: " + std::to_string(PMTPaused) + ", MRD: " + std::to_string(MRDPaused) + ", CTC: " + std::to_string(CTCPaused) + ", LAPPD: " + std::to_string(LAPPDPaused), v_message, verbosityEBLoadRaw);
+
+  if (LoadPMT && !PMTPaused && !PMTEntriesCompleted)
+    LoadNextPMTData();
+  if (LoadMRD && !MRDPaused && !MRDEntriesCompleted)
+    LoadNextMRDData();
+  if (LoadCTC && !CTCPaused && !CTCEntriesCompleted)
+    LoadNextCTCData();
+  if (LoadLAPPD && !LAPPDPaused && !LAPPDEntriesCompleted)
+    LoadNextLAPPDData();
+
+  if (LoadMRD && MRDEntriesCompleted)
+  {
+    bool ForceMRDMatching = false;
+    m_data->CStore.Set("ForceMRDMatching", ForceMRDMatching);
+  }
+  if (LoadLAPPD && LAPPDEntriesCompleted)
+  {
+    bool ForceLAPPDMatching = false;
+    m_data->CStore.Set("ForceLAPPDMatching", ForceLAPPDMatching);
+  }
+
+  // if all required data is loaded, set filecompleted flag to true
+  if ((!LoadPMT || PMTEntriesCompleted) && (!LoadMRD || MRDEntriesCompleted) && (!LoadCTC || CTCEntriesCompleted) && (!LoadLAPPD || LAPPDEntriesCompleted))
+  {
+    FileCompleted = true;
+    Log("EBLoadRaw: All data loaded.", v_message, verbosityEBLoadRaw);
+  }
+
+  if (verbosityEBLoadRaw > v_message)
+  {
+    std::cout << "**************************************************EBLoadRaw: Current progress after execute: " << std::endl;
+    std::cout << "EBLoadRaw: Current file: " << CurrentFile << std::endl;
+    if (LoadPMT)
+      std::cout << "EBLoadRaw: PMT entries: " << PMTEntryNum << " / " << PMTTotalEntries << " = " << static_cast<double>(PMTEntryNum) / static_cast<double>(PMTTotalEntries) * 100 << "%" << std::endl;
+    if (LoadMRD)
+      std::cout << "EBLoadRaw: MRD entries: " << MRDEntryNum << " / " << MRDTotalEntries << " = " << static_cast<double>(MRDEntryNum) / static_cast<double>(MRDTotalEntries) * 100 << "%" << std::endl;
+    if (LoadCTC)
+      std::cout << "EBLoadRaw: CTC entries: " << CTCEntryNum << " / " << CTCTotalEntries << " = " << static_cast<double>(CTCEntryNum) / static_cast<double>(CTCTotalEntries) * 100 << "%" << std::endl;
+    if (LoadLAPPD)
+      std::cout << "EBLoadRaw: LAPPD entries: " << LAPPDEntryNum << " / " << LAPPDTotalEntries << " = " << static_cast<double>(LAPPDEntryNum) / static_cast<double>(LAPPDTotalEntries) * 100 << "%" << std::endl;
+    std::cout << "**********************************************************************************************" << std::endl;
+  }
+
+  m_data->CStore.Set("MRDEntriesCompleted", MRDEntriesCompleted);
+  m_data->CStore.Set("PMTEntriesCompleted", PMTEntriesCompleted);
+  m_data->CStore.Set("CTCEntriesCompleted", CTCEntriesCompleted);
+  m_data->CStore.Set("LAPPDEntriesCompleted", LAPPDEntriesCompleted);
+  Log("EBLoadRaw: Set entries completed flags, PMT: " + std::to_string(PMTEntriesCompleted) + ", MRD: " + std::to_string(MRDEntriesCompleted) + ", CTC: " + std::to_string(CTCEntriesCompleted) + ", LAPPD: " + std::to_string(LAPPDEntriesCompleted), v_message, verbosityEBLoadRaw);
+
+  m_data->CStore.Set("NewRawDataEntryAccessed", true);
+  m_data->CStore.Set("FileCompleted", FileCompleted);
+
+  Log("EBLoadRaw: Finished execution loop.", v_message, verbosityEBLoadRaw);
+  return true;
+}
+
+bool EBLoadRaw::Finalise()
+{
+  RawData->Close();
+  RawData->Delete();
+  delete RawData;
+  if (LoadPMT)
+  {
+    PMTData->Close();
+    PMTData->Delete();
+    delete PMTData;
+  }
+  if (LoadMRD)
+  {
+    MRDData->Close();
+    MRDData->Delete();
+    delete MRDData;
+  }
+  if (LoadLAPPD)
+  {
+    LAPPDData->Close();
+    LAPPDData->Delete();
+    delete LAPPDData;
+  }
+  if (LoadCTC)
+  {
+    CTCData->Close();
+    CTCData->Delete();
+    delete CTCData;
+  }
+
+  std::cout << "\033[1;34mEBLoadRaw: Finalising EBLoadRaw\033[0m" << std::endl;
+  std::cout << "EBLoadRaw: Loaded " << OrganizedFileList.size() << " files "
+            << " from " << OrganizedFileList.at(0) << " to " << OrganizedFileList.at(OrganizedFileList.size() - 1) << std::endl;
+  std::cout << "EBLoadRaw: Loaded " << LoadedPMTTotalEntries << " PMT entries. " << std::endl;
+  std::cout << "EBLoadRaw: Loaded " << LoadedMRDTotalEntries << " MRD entries. " << std::endl;
+  std::cout << "EBLoadRaw: Loaded " << LoadedCTCTotalEntries << " CTC entries. " << std::endl;
+  std::cout << "EBLoadRaw: Loaded " << LoadedLAPPDTotalEntries << " LAPPD entries. " << std::endl;
+
+  return true;
+}
+
+std::vector<std::string> EBLoadRaw::OrganizeRunParts(std::string FileList)
+{
+  std::vector<std::string> OrganizedFiles;
+  std::vector<std::string> UnorganizedFileList;
+  std::vector<int> RunCodes;
+  int ThisRunCode;
+  // First, parse the lines and get all files.
+  std::string line;
+  ifstream myfile(FileList.c_str());
+  if (myfile.is_open())
+  {
+    std::cout << "Lines in FileList being printed" << std::endl; // has our stuff;
+    while (getline(myfile, line))
+    {
+      // if (line.find("#") != std::string::npos)
+      //   continue;
+      if (line[0] == '#')
+        continue;
+
+      std::string filename = line;
+      int RunCodeNumber = RunCode(filename);
+
+      if (RunCodeNumber != -9999)
+      {
+        UnorganizedFileList.push_back(filename);
+        RunCodes.push_back(RunCodeNumber);
+      }
+
+    } // End parsing each line in file
+
+    // Now, organize files based on the part number array
+    std::vector<std::pair<int, std::string>> SortingVector;
+    for (int i = 0; i < (int)UnorganizedFileList.size(); i++)
+    {
+      SortingVector.push_back(std::make_pair(RunCodes.at(i), UnorganizedFileList.at(i)));
+    }
+    std::sort(SortingVector.begin(), SortingVector.end());
+    for (int j = 0; j < (int)SortingVector.size(); j++)
+    {
+      OrganizedFiles.push_back(SortingVector.at(j).second);
+    }
+  }
+  // print the OrganizedFiles
+  for (int i = 0; i < (int)OrganizedFiles.size(); i++)
+  {
+    std::cout << OrganizedFiles.at(i) << std::endl;
+  }
+
+  return OrganizedFiles;
+}
+
+int EBLoadRaw::RunCode(string fileName)
+{
+  // extract run number and file number from filename
+  std::regex runNumber_regex("RAWDataR(\\d{4})");
+  std::regex subrunNumber_regex("S(\\d{1,4})p");
+  std::regex rawFileNumber_regex("p(\\d{1,4})$");
+  std::smatch match;
+  int runNumber = -9999;
+  int subrunNumber = -9999;
+  int rawFileNumber = -9999;
+  bool allmatched = false;
+  if (std::regex_search(fileName, match, runNumber_regex) && match.size() > 1)
+  {
+    runNumber = std::stoi(match.str(1));
+    if (verbosityEBLoadRaw > 0)
+      std::cout << "runNumber: " << runNumber << std::endl;
+    m_data->CStore.Set("runNumber", runNumber);
+    allmatched = true;
+  }
+  else
+  {
+    std::cout << "runNumber not found" << std::endl;
+    m_data->CStore.Set("rawFileNumber", -9999);
+  }
+
+  if (std::regex_search(fileName, match, subrunNumber_regex) && match.size() > 1)
+  {
+    subrunNumber = std::stoi(match.str(1));
+    if (verbosityEBLoadRaw > 0)
+      std::cout << "subrunNumber: " << subrunNumber << std::endl;
+    m_data->CStore.Set("subrunNumber", subrunNumber);
+    allmatched = true;
+  }
+  else
+  {
+    std::cout << "subrunNumber not found" << std::endl;
+    m_data->CStore.Set("subrunNumber", -9999);
+  }
+
+  if (std::regex_search(fileName, match, rawFileNumber_regex) && match.size() > 1)
+  {
+    rawFileNumber = std::stoi(match.str(1));
+    if (verbosityEBLoadRaw > 0)
+      std::cout << "rawFileNumber: " << rawFileNumber << std::endl;
+    m_data->CStore.Set("rawFileNumber", rawFileNumber);
+    allmatched = true;
+  }
+  else
+  {
+    std::cout << "rawFileNumber not found" << std::endl;
+    m_data->CStore.Set("runNumber", -9999);
+  }
+
+  if (allmatched == true)
+  {
+    int runcode = runNumber * 100000 + ((subrunNumber + 1) * 10000) + rawFileNumber;
+    cout << "EBLoadRaw: RunCode: " << runcode << endl;
+    return runcode;
+  }
+  else
+  {
+    return -9999;
+  }
+}
+
+bool EBLoadRaw::LoadRunInfo()
+{
+  int runCode = RunCode(CurrentFile);
+  Log("EBLoadRaw: Loading run information, RunCode: " + std::to_string(runCode), v_message, verbosityEBLoadRaw);
+
+  RunNumber = runCode / 100000;
+  SubRunNumber = (runCode % 100000) / 10000 - 1;
+  PartFileNumber = runCode % 10000;
+
+  Store Postgress;
+
+  std::cout << "EBLoadRaw: loading run information, RunNumber: " << RunNumber << ", SubRunNumber: " << SubRunNumber << ", PartFileNumber: " << PartFileNumber << std::endl;
+
+  Postgress.Set("RunNumber", RunNumber);
+  Postgress.Set("SubRunNumber", SubRunNumber);
+  Postgress.Set("PartFileNumber", PartFileNumber);
+  Postgress.Set("RunType", -1);
+  Postgress.Set("StartTime", -1);
+
+  m_data->CStore.Set("RunInfoPostgress", Postgress);
+
+  m_data->CStore.Set("RunNumber", RunNumber);
+  m_data->CStore.Set("SubRunNumber", SubRunNumber);
+  m_data->CStore.Set("PartFileNumber", PartFileNumber);
+  m_data->CStore.Set("RunCode", runCode);
+
+  return true;
+}
+
+// load new file and it's related boost store
+bool EBLoadRaw::LoadNewFile()
+{
+  bool EndOfProcessing = false;
+  LoadingFileNumber++;
+
+  RawData->Close();
+  RawData->Delete();
+  delete RawData;
+  RawData = new BoostStore(false, 0);
+  PMTData->Close();
+  PMTData->Delete();
+  delete PMTData;
+  PMTData = new BoostStore(false, 2);
+  MRDData->Close();
+  MRDData->Delete();
+  delete MRDData;
+  MRDData = new BoostStore(false, 2);
+  LAPPDData->Close();
+  LAPPDData->Delete();
+  delete LAPPDData;
+  LAPPDData = new BoostStore(false, 2);
+  CTCData->Close();
+  CTCData->Delete();
+  delete CTCData;
+  CTCData = new BoostStore(false, 2);
+
+  PMTEntryNum = 0;
+  MRDEntryNum = 0;
+  LAPPDEntryNum = 0;
+  CTCEntryNum = 0;
+
+  PMTEntriesCompleted = false;
+  MRDEntriesCompleted = false;
+  LAPPDEntriesCompleted = false;
+  CTCEntriesCompleted = false;
+
+  m_data->CStore.Set("PauseTankDecoding", false);
+  m_data->CStore.Set("PauseMRDDecoding", false);
+  m_data->CStore.Set("PauseCTCDecoding", false);
+  m_data->CStore.Set("PauseLAPPDDecoding", false);
+
+  if (LoadingFileNumber == OrganizedFileList.size())
+  {
+    EndOfProcessing = true;
+    m_data->CStore.Set("PauseTankDecoding", true);
+    m_data->CStore.Set("PauseMRDDecoding", true);
+    m_data->CStore.Set("PauseCTCDecoding", true);
+    m_data->CStore.Set("PauseLAPPDDecoding", true);
+  }
+
+  return EndOfProcessing;
+}
+
+bool EBLoadRaw::LoadPMTData()
+{
+  Log("EBLoadRaw: Loading PMTData.", v_message, verbosityEBLoadRaw);
+  RawData->Get("PMTData", *PMTData);
+  PMTData->Header->Get("TotalEntries", PMTTotalEntries);
+  LoadedPMTTotalEntries += PMTTotalEntries;
+  Log("EBLoadRaw: PMTData loaded, TotalEntries: " + std::to_string(PMTTotalEntries), v_message, verbosityEBLoadRaw);
+
+  if (verbosityEBLoadRaw > 3)
+    PMTData->Print(false);
+  if (verbosityEBLoadRaw > 3)
+    PMTData->Header->Print(false);
+  return true;
+}
+
+bool EBLoadRaw::LoadMRDData()
+{
+  Log("EBLoadRaw: Loading MRDData.", v_message, verbosityEBLoadRaw);
+  RawData->Get("CCData", *MRDData);
+  MRDData->Header->Get("TotalEntries", MRDTotalEntries);
+  LoadedMRDTotalEntries += MRDTotalEntries;
+  Log("EBLoadRaw: MRDData loaded, TotalEntries: " + std::to_string(MRDTotalEntries), v_message, verbosityEBLoadRaw);
+  if (verbosityEBLoadRaw > 3)
+    MRDData->Print(false);
+  return true;
+}
+
+bool EBLoadRaw::LoadCTCData()
+{
+  Log("EBLoadRaw: Loading CTCData.", v_message, verbosityEBLoadRaw);
+  RawData->Get("TrigData", *CTCData);
+  if (verbosityEBLoadRaw > 3)
+    CTCData->Print(false);
+  CTCData->Header->Get("TotalEntries", CTCTotalEntries);
+  LoadedCTCTotalEntries += CTCTotalEntries;
+  if (verbosityEBLoadRaw > 3)
+    CTCData->Header->Print(false);
+  if (ReadTriggerOverlap)
+  {
+    std::stringstream ss_trigoverlap;
+    ss_trigoverlap << "TrigOverlap_R" << RunNumber << "S" << SubRunNumber << "p" << PartFileNumber;
+    std::cout << "EBLoadRaw: Loading Trigger Overlap data: " << ss_trigoverlap.str() << std::endl;
+    BoostStore TrigOverlapStore;
+    bool store_exist = TrigOverlapStore.Initialise(ss_trigoverlap.str().c_str());
+    std::cout << "EBLoadRaw: Trigger Overlap store exist: " << store_exist << std::endl;
+    if (store_exist)
+    {
+      CTCTotalEntries++;
+      std::cout << "EBLoadRaw: total trigger entry with overlap is: " << CTCTotalEntries << std::endl;
+    }
+  }
+  return true;
+}
+
+bool EBLoadRaw::LoadLAPPDData()
+{
+  Log("EBLoadRaw: Loading LAPPDData.", v_message, verbosityEBLoadRaw);
+  try
+  {
+    RawData->Get("LAPPDData", *LAPPDData);
+    LAPPDData->Header->Get("TotalEntries", LAPPDTotalEntries);
+    Log("EBLoadRaw: LAPPDData loaded, TotalEntries: " + std::to_string(LAPPDTotalEntries), v_message, verbosityEBLoadRaw);
+    if (verbosityEBLoadRaw > 3)
+    {
+      LAPPDData->Print(false);
+      LAPPDData->Header->Print(false);
+    }
+    if (LAPPDTotalEntries < 0)
+    {
+
+      cout << "EBLoadRaw: LAPPDData entry < 0, found " << LAPPDTotalEntries << ", set to 0" << endl;
+      LAPPDTotalEntries = 0;
+      LAPPDEntriesCompleted = true;
+    }
+    else if (LAPPDTotalEntries > 100000)
+    {
+      cout << "EBLoadRaw: LAPPDData entry very large, found " << LAPPDTotalEntries << ", return and set jump because LAPPD = true" << endl;
+      JumpBecauseLAPPD = true;
+      return true;
+    }
+    LoadedLAPPDTotalEntries += LAPPDTotalEntries;
+  }
+  catch (std::exception &e)
+  {
+    std::cout << "EBLoadRaw: LAPPDData not found in file." << std::endl;
+    LAPPDTotalEntries = 0;
+    LAPPDEntriesCompleted = true;
+  }
+  Log("EBLoadRaw: LAPPDData has " + std::to_string(LAPPDTotalEntries) + " entries.", v_message, verbosityEBLoadRaw);
+  return true;
+}
+
+// load next entry of the current file
+bool EBLoadRaw::LoadNextPMTData()
+{
+  Log("EBLoadRaw: Loading next PMTData entry " + std::to_string(PMTEntryNum) + " of " + std::to_string(PMTTotalEntries), v_warning, verbosityEBLoadRaw);
+  PMTData->GetEntry(PMTEntryNum);
+  Log("EBLoadRaw: Getting the PMT card data entry", v_warning, verbosityEBLoadRaw);
+  PMTData->Get("CardData", *CData);
+  Log("EBLoadRaw: Setting into CStore", v_warning, verbosityEBLoadRaw);
+  m_data->CStore.Set("CardData", CData);
+  Log("EBLoadRaw: Setting PMT entry num to CStore", v_warning, verbosityEBLoadRaw);
+  m_data->CStore.Set("TankEntryNum", PMTEntryNum);
+  PMTEntryNum++;
+
+  if (PMTEntryNum == PMTTotalEntries && !PMTMatchingForced)
+  {
+    // force the PMT matching when all PMT entries are completed or PMTEntryNum is greater than PMTTotalEntries
+    Log("EBLoadRaw: PMTEntriesCompleted, force PMT matching", v_message, verbosityEBLoadRaw);
+    bool ForcePMTMatching = true;
+    m_data->CStore.Set("ForcePMTMatching", ForcePMTMatching);
+    PMTMatchingForced = true;
+  }
+  else
+  {
+    bool ForcePMTMatching = false;
+    m_data->CStore.Set("ForcePMTMatching", ForcePMTMatching);
+  }
+
+  return true;
+}
+
+bool EBLoadRaw::LoadNextMRDData()
+{
+  Log("EBLoadRaw: Loading next MRDData entry " + std::to_string(MRDEntryNum) + " of " + std::to_string(MRDTotalEntries), v_warning, verbosityEBLoadRaw);
+  MRDData->GetEntry(MRDEntryNum);
+  MRDData->Get("Data", *MData);
+  m_data->CStore.Set("MRDData", MData, true);
+  m_data->CStore.Set("MRDEntryNum", MRDEntryNum);
+  MRDEntryNum++;
+
+  Log("EBLoadRaw: Loaded MRDData entry " + std::to_string(MRDEntryNum) + ", MRDTotalEntries " + std::to_string(MRDTotalEntries) + ", MRDMatchingForced " + std::to_string(MRDMatchingForced), v_warning, verbosityEBLoadRaw);
+  if (MRDEntryNum == MRDTotalEntries && !MRDMatchingForced)
+  {
+    Log("EBLoadRaw: MRDEntriesCompleted, force MRD matching", v_message, verbosityEBLoadRaw);
+    bool ForceMRDMatching = true;
+    m_data->CStore.Set("ForceMRDMatching", ForceMRDMatching);
+    MRDMatchingForced = true;
+  }
+  else
+  {
+    bool ForceMRDMatching = false;
+    m_data->CStore.Set("ForceMRDMatching", ForceMRDMatching);
+  }
+
+  return true;
+}
+
+bool EBLoadRaw::LoadNextLAPPDData()
+{
+  Log("EBLoadRaw: Loading next LAPPDData entry " + std::to_string(LAPPDEntryNum) + " of " + std::to_string(LAPPDTotalEntries), v_warning, verbosityEBLoadRaw);
+  LAPPDData->GetEntry(LAPPDEntryNum);
+  LAPPDData->Get("LAPPDData", *LData);
+  m_data->CStore.Set("LAPPDData", LData);
+  m_data->CStore.Set("LAPPDEntryNum", LAPPDEntryNum);
+  m_data->CStore.Set("LAPPDanaData", true);
+  LAPPDEntryNum++;
+
+  Log("EBLoadRaw: Loaded LAPPDData entry " + std::to_string(LAPPDEntryNum) + ", LAPPDTotalEntries " + std::to_string(LAPPDTotalEntries) + ", LAPPDMatchingForced " + std::to_string(LAPPDMatchingForced), v_warning, verbosityEBLoadRaw);
+  if (LAPPDEntryNum == LAPPDTotalEntries && !LAPPDMatchingForced)
+  {
+    Log("EBLoadRaw: LAPPDEntriesCompleted, force LAPPD matching", v_message, verbosityEBLoadRaw);
+    bool ForceLAPPDMatching = true;
+    m_data->CStore.Set("ForceLAPPDMatching", ForceLAPPDMatching);
+    LAPPDMatchingForced = true;
+  }
+  else
+  {
+    bool ForceLAPPDMatching = false;
+    m_data->CStore.Set("ForceLAPPDMatching", ForceLAPPDMatching);
+  }
+
+  return true;
+}
+
+bool EBLoadRaw::LoadNextCTCData()
+{
+  Log("EBLoadRaw: Loading next CTCData entry " + std::to_string(CTCEntryNum) + " of " + std::to_string(CTCTotalEntries), v_warning, verbosityEBLoadRaw);
+  if (!ReadTriggerOverlap)
+  {
+    CTCData->GetEntry(CTCEntryNum);
+    CTCData->Get("TrigData", *TData);
+    Log("EBLoadRaw: Loaded CTCData entry " + std::to_string(CTCEntryNum), v_warning, verbosityEBLoadRaw);
+  }
+  else
+  {
+    if (CTCEntryNum != CTCTotalEntries - 1)
+    {
+      CTCData->GetEntry(CTCEntryNum);
+      CTCData->Get("TrigData", *TData);
+      m_data->CStore.Set("usingTriggerOverlap", false);
+      Log("EBLoadRaw: Loaded CTCData entry " + std::to_string(CTCEntryNum), v_warning, verbosityEBLoadRaw);
+    }
+    else
+    {
+      BoostStore TrigOverlapStore;
+      std::stringstream ss_trigoverlap;
+      ss_trigoverlap << "TrigOverlap_R" << RunNumber << "S" << SubRunNumber << "p" << PartFileNumber;
+      bool got_trig_o = TrigOverlapStore.Initialise(ss_trigoverlap.str().c_str());
+      if (got_trig_o)
+      {
+        TrigOverlapStore.Get("TrigData", *TData);
+        m_data->CStore.Set("usingTriggerOverlap", true);
+      }
+      else
+        std::cout << "EBLoadRaw: Trigger Overlap data not found while loading" << std::endl;
+    }
+    m_data->CStore.Set("TrigData", TData);
+
+    Log("EBLoadRaw: Loaded CTCData entry " + std::to_string(CTCEntryNum), v_warning, verbosityEBLoadRaw);
+    CTCEntryNum++;
+  }
+  return true;
+}
diff --git a/UserTools/EBLoadRaw/EBLoadRaw.h b/UserTools/EBLoadRaw/EBLoadRaw.h
new file mode 100644
index 000000000..34c8257a8
--- /dev/null
+++ b/UserTools/EBLoadRaw/EBLoadRaw.h
@@ -0,0 +1,116 @@
+#ifndef EBLoadRaw_H
+#define EBLoadRaw_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "CardData.h"
+#include "TriggerData.h"
+#include "PsecData.h"
+#include "BoostStore.h"
+#include "Store.h"
+
+/**
+ * \class EBPMT
+ *
+ * $Author: Yue Feng $
+ * $Date: 2024/04 $
+ * Contact: yuef@iaistate.edu
+ *
+ */
+
+class EBLoadRaw : public Tool
+{
+
+public:
+    EBLoadRaw();                                              ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+
+    bool LoadPMTData();
+    bool LoadMRDData();
+    bool LoadLAPPDData();
+    bool LoadCTCData();
+    bool LoadRunInfo();
+
+    bool LoadNextPMTData();
+    bool LoadNextMRDData();
+    bool LoadNextLAPPDData();
+    bool LoadNextCTCData();
+
+    bool LoadNewFile();
+    int RunCode(string fileName);
+    std::vector<std::string> OrganizeRunParts(std::string FileList);
+
+private:
+    std::string CurrentFile = "NONE";
+    std::string InputFile;
+    std::vector<std::string> OrganizedFileList;
+    bool ReadTriggerOverlap;
+    int RunCodeToSave;
+
+    bool LoadCTC;
+    bool LoadPMT;
+    bool LoadMRD;
+    bool LoadLAPPD;
+
+    int PMTTotalEntries;
+    int MRDTotalEntries;
+    int LAPPDTotalEntries;
+    int CTCTotalEntries;
+
+    int LoadedPMTTotalEntries;
+    int LoadedMRDTotalEntries;
+    int LoadedLAPPDTotalEntries;
+    int LoadedCTCTotalEntries;
+
+    bool ProcessingComplete;
+    bool FileCompleted;
+    bool JumpBecauseLAPPD;
+    bool PMTEntriesCompleted;
+    bool MRDEntriesCompleted;
+    bool LAPPDEntriesCompleted;
+    bool CTCEntriesCompleted;
+    bool usingTriggerOverlap;
+
+    int CTCEntryNum;
+    int PMTEntryNum;
+    int MRDEntryNum;
+    int LAPPDEntryNum;
+    int LoadingFileNumber;
+
+    int RunNumber;
+    int SubRunNumber;
+    int PartFileNumber;
+
+    bool PMTPaused;
+    bool MRDPaused;
+    bool LAPPDPaused;
+    bool CTCPaused;
+
+    bool PMTMatchingForced;
+    bool MRDMatchingForced;
+    bool LAPPDMatchingForced;
+
+    BoostStore *RawData = nullptr;
+    BoostStore *PMTData = nullptr;
+    BoostStore *MRDData = nullptr;
+    BoostStore *LAPPDData = nullptr;
+    BoostStore *CTCData = nullptr;
+
+    std::vector<CardData> *CData = nullptr;
+    TriggerData *TData = nullptr;
+    MRDOut *MData = nullptr;
+    PsecData *LData = nullptr;
+
+    int verbosityEBLoadRaw;
+
+    int v_message = 1;
+    int v_warning = 2;
+    int v_error = 3;
+    int v_debug = 4;
+};
+
+#endif
diff --git a/UserTools/EBLoadRaw/README.md b/UserTools/EBLoadRaw/README.md
new file mode 100644
index 000000000..957f68e36
--- /dev/null
+++ b/UserTools/EBLoadRaw/README.md
@@ -0,0 +1,20 @@
+# EBLoadRaw
+
+EBLoadRaw tool is a part of Event Building version 2 tool chain.
+For reference slides, see:
+https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=5633
+It basically follows the logic of LoadRawData, but reorganized to a different format and abort the BuileType option. If you need to load PMT and CTC data flow, just choose LoadCTC = true and LoadPMT = true, and use false for others. 
+
+## Data
+
+need a list of raw part file as input, set the loaded entry to CStore.
+Check Load*Data functions for each data flow.
+
+## Configuration
+
+**InputFile** is the name of txt file which has the raw part file list in it.
+**ReadTriggerOverlap** will control load the overlap file or not. It's necessary for beam runs, not really necessary for source runs because lost a few events is not unacceptable for source run.
+
+**LoadCTC, LoadPMT, LoadMRD, LoadLAPPD** These tells the tool to load the data flow or not. Usually true for all of them.
+
+
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index c986c48b7..7f284b8d9 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -174,5 +174,6 @@ if (tool=="BackTracker") ret=new BackTracker;
 if (tool=="PrintDQ") ret=new PrintDQ;
 if (tool=="AssignBunchTimingMC") ret=new AssignBunchTimingMC;
 if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
+if (tool=="EBLoadRaw") ret=new EBLoadRaw;
 return ret;
 }
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 7e64d4e9b..6a5c9695d 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -182,3 +182,4 @@
 #include "PrintDQ.h"
 #include "AssignBunchTimingMC.h"
 #include "FitRWMWaveform.h"
+#include "EBLoadRaw.h"

From af0d332d28e951858eafc7279df608a1ac9e4f48 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Mon, 20 Jan 2025 00:43:00 -0600
Subject: [PATCH 120/163] Add ANNIEEventTreeMaker as the part 2 of EBV2,
 replace PhaseIITreeMaker This is before updates from comments on #307 PR

---
 .../ANNIEEventTreeMaker.cpp                   | 2577 +++++++++++++++++
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  572 ++++
 UserTools/ANNIEEventTreeMaker/README.md       |   20 +
 UserTools/Factory/Factory.cpp                 |    1 +
 UserTools/Unity.h                             |    1 +
 5 files changed, 3171 insertions(+)
 create mode 100644 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
 create mode 100644 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
 create mode 100644 UserTools/ANNIEEventTreeMaker/README.md

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
new file mode 100644
index 000000000..7c469d014
--- /dev/null
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -0,0 +1,2577 @@
+#include "ANNIEEventTreeMaker.h"
+
+ANNIEEventTreeMaker::ANNIEEventTreeMaker() : Tool() {}
+
+bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("ANNIEEventTreeMakerVerbosity", ANNIEEventTreeMakerVerbosity);
+  m_variables.Get("isData", isData);
+  m_variables.Get("HasGenie", hasGenie);
+
+  fillAllTriggers = true;
+  m_variables.Get("fillAllTriggers", fillAllTriggers);
+  fill_singleTrigger = true;
+  m_variables.Get("fill_singleTrigger", fill_singleTrigger);
+  fill_singleTriggerWord = 14;
+  m_variables.Get("fill_singleTriggerWord", fill_singleTriggerWord);
+  fill_TriggerWord = {14, 47};
+
+  m_variables.Get("fillCleanEventsOnly", fillCleanEventsOnly);
+  m_variables.Get("fillLAPPDEventsOnly", fillLAPPDEventsOnly);
+
+  m_variables.Get("TankHitInfo_fill", TankHitInfo_fill);
+  m_variables.Get("TankCluster_fill", TankCluster_fill);
+  m_variables.Get("cluster_TankHitInfo_fill", cluster_TankHitInfo_fill);
+  m_variables.Get("MRDHitInfo_fill", MRDHitInfo_fill);
+  m_variables.Get("RWMBRF_fill", RWMBRF_fill);
+
+  m_variables.Get("MCTruth_fill", MCTruth_fill);
+  m_variables.Get("MRDReco_fill", MRDReco_fill);
+  m_variables.Get("TankReco_fill", TankReco_fill);
+  m_variables.Get("RecoDebug_fill", RecoDebug_fill);
+  m_variables.Get("muonTruthRecoDiff_fill", muonTruthRecoDiff_fill);
+  m_variables.Get("LAPPDData_fill", LAPPDData_fill);
+  m_variables.Get("SiPMPulseInfo_fill", SiPMPulseInfo_fill);
+  m_variables.Get("LAPPDReco_fill", LAPPDReco_fill);
+  m_variables.Get("LAPPD_PPS_fill", LAPPD_PPS_fill);
+  m_variables.Get("LAPPD_Waveform_fill", LAPPD_Waveform_fill);
+  m_variables.Get("LAPPD_MC_fill", LAPPD_MC_fill);
+
+  std::string output_filename = "ANNIEEventTree.root";
+  m_variables.Get("OutputFile", output_filename);
+  fOutput_tfile = new TFile(output_filename.c_str(), "recreate");
+  fANNIETree = new TTree("Event", "ANNIE Phase II Event Tree");
+
+  m_data->CStore.Get("AuxChannelNumToTypeMap", AuxChannelNumToTypeMap);
+  m_data->CStore.Get("ChannelNumToTankPMTSPEChargeMap", ChannelKeyToSPEMap);
+  m_data->CStore.Get("pmt_tubeid_to_channelkey_data", pmtid_to_channelkey);
+  m_data->CStore.Get("channelkey_to_pmtid", channelkey_to_pmtid);
+  m_data->CStore.Get("channelkey_to_mrdpmtid", channelkey_to_mrdpmtid);
+  m_data->CStore.Get("mrdpmtid_to_channelkey_data", mrdpmtid_to_channelkey_data);
+  m_data->CStore.Get("channelkey_to_faccpmtid", channelkey_to_faccpmtid);
+
+  auto get_geometry = m_data->Stores.at("ANNIEEvent")->Header->Get("AnnieGeometry", geom);
+  if (!get_geometry)
+  {
+    Log("ANNIEEventTreeMaker Tool: Error retrieving Geometry from ANNIEEvent!", v_error, ANNIEEventTreeMakerVerbosity);
+    return false;
+  }
+
+  // general information in an event
+  fANNIETree->Branch("runNumber", &fRunNumber, "runNumber/I");
+  fANNIETree->Branch("subrunNumber", &fSubrunNumber, "subrunNumber/I");
+  fANNIETree->Branch("partFileNumber", &fPartFileNumber, "partFileNumber/I");
+  fANNIETree->Branch("runType", &fRunType, "runType/I");
+  fANNIETree->Branch("eventNumber", &fEventNumber, "eventNumber/I"); //
+  fANNIETree->Branch("PrimaryTriggerWord", &fPrimaryTriggerWord, "PrimaryTriggerWord/I");
+  fANNIETree->Branch("GroupedTriggerTime", &fGroupedTriggerTime);
+  fANNIETree->Branch("GroupedTriggerWord", &fGroupedTriggerWord);
+  fANNIETree->Branch("trigword", &fTriggerword, "trigword/I"); // keep for trigger 5 or 14
+
+  // flags from event selector
+  fANNIETree->Branch("Extended", &fExtended, "Extended/I");
+  fANNIETree->Branch("HasTank", &fHasTank, "HasTank/I");
+  fANNIETree->Branch("HasMRD", &fHasMRD, "HasMRD/I");
+  fANNIETree->Branch("HasLAPPD", &fHasLAPPD, "HasLAPPD/I");
+  fANNIETree->Branch("TankMRDCoinc", &fTankMRDCoinc, "TankMRDCoinc/I");
+  fANNIETree->Branch("NoVeto", &fNoVeto, "NoVeto/I");
+  fANNIETree->Branch("MRDTriggerType", &fMRDTriggerTypeInt, "MRDTriggerType/I");
+  //fANNIETree->Branch("MRDTriggerTypeString", &fMRDTriggerType);
+
+  // event information of data
+  fANNIETree->Branch("eventTimeTank", &fEventTimeTank, "eventTimeTank/l");
+  fANNIETree->Branch("eventTimeMRD", &fEventTimeMRD, "eventTimeMRD/l");
+
+  // beam information
+  if (BeamInfo_fill)
+  {
+    fANNIETree->Branch("beam_pot_875", &fPot, "beam_pot_875/D");
+    fANNIETree->Branch("beam_ok", &fBeamok, "beam_ok/I");
+    fANNIETree->Branch("beam_E_TOR860", &beam_E_TOR860, "beam_E_TOR860/D");
+    fANNIETree->Branch("beam_E_TOR875", &beam_E_TOR875, "beam_E_TOR875/D");
+    fANNIETree->Branch("beam_THCURR", &beam_THCURR, "beam_THCURR/D");
+    fANNIETree->Branch("beam_BTJT2", &beam_BTJT2, "beam_BTJT2/D");
+    fANNIETree->Branch("beam_HP875", &beam_HP875, "beam_HP875/D");
+    fANNIETree->Branch("beam_VP875", &beam_VP875, "beam_VP875/D");
+    fANNIETree->Branch("beam_HPTG1", &beam_HPTG1, "beam_HPTG1/D");
+    fANNIETree->Branch("beam_VPTG1", &beam_VPTG1, "beam_VPTG1/D");
+    fANNIETree->Branch("beam_HPTG2", &beam_HPTG2, "beam_HPTG2/D");
+    fANNIETree->Branch("beam_VPTG2", &beam_VPTG2, "beam_VPTG2/D");
+    fANNIETree->Branch("beam_BTH2T2", &beam_BTH2T2, "beam_BTH2T2/D");
+    fANNIETree->Branch("BeamInfoTime", &fBeamInfoTime, "BeamInfoTime/l");
+    fANNIETree->Branch("BeamInfoTimeToTriggerDiff", &fBeamInfoTimeToTriggerDiff, "BeamInfoTimeToTriggerDiff/L");
+  }
+
+  if (RWMBRF_fill)
+  {
+    fANNIETree->Branch("RWMRisingStart", &fRWMRisingStart, "fRWMRisingStart/D");
+    fANNIETree->Branch("RWMRisingEnd", &fRWMRisingEnd, "fRWMRisingEnd/D");
+    fANNIETree->Branch("RWMHalfRising", &fRWMHalfRising, "fRWMHalfRising/D");
+    fANNIETree->Branch("RWMFHWM", &fRWMFHWM, "fRWMFHWM/D");
+    fANNIETree->Branch("RWMFirstPeak", &fRWMFirstPeak, "fRWMFirstPeak/D");
+
+    fANNIETree->Branch("BRFFirstPeak", &fBRFFirstPeak, "fBRFFirstPeak/D");
+    fANNIETree->Branch("BRFAveragePeak", &fBRFAveragePeak, "fBRFAveragePeak/D");
+    fANNIETree->Branch("BRFFirstPeakFit", &fBRFFirstPeakFit, "fBRFFirstPeakFit/D");
+  }
+
+  //********************************************************//
+
+  // Tank cluster information
+
+  fANNIETree->Branch("numberOfClusters", &fNumberOfClusters, "fNumberOfClusters/I");
+  fANNIETree->Branch("clusterTime", &fClusterTimeV);
+  fANNIETree->Branch("clusterCharge", &fClusterChargeV);
+  fANNIETree->Branch("clusterPE", &fClusterPEV);
+  fANNIETree->Branch("clusterMaxPE", &fClusterMaxPEV);
+  fANNIETree->Branch("clusterChargePointX", &fClusterChargePointXV);
+  fANNIETree->Branch("clusterChargePointY", &fClusterChargePointYV);
+  fANNIETree->Branch("clusterChargePointZ", &fClusterChargePointZV);
+  fANNIETree->Branch("clusterChargeBalance", &fClusterChargeBalanceV);
+  fANNIETree->Branch("clusterHits", &fClusterHits);
+  fANNIETree->Branch("Cluster_HitX", &fCluster_HitX);
+  fANNIETree->Branch("Cluster_HitY", &fCluster_HitY);
+  fANNIETree->Branch("Cluster_HitZ", &fCluster_HitZ);
+  fANNIETree->Branch("Cluster_HitT", &fCluster_HitT);
+  fANNIETree->Branch("Cluster_HitQ", &fCluster_HitQ);
+  fANNIETree->Branch("Cluster_HitPE", &fCluster_HitPE);
+  fANNIETree->Branch("Cluster_HitType", &fCluster_HitType);
+  fANNIETree->Branch("Cluster_HitDetID", &fCluster_HitDetID);
+  fANNIETree->Branch("Cluster_HitChankey", &fCluster_HitChankey);
+  fANNIETree->Branch("Cluster_HitChankeyMC", &fCluster_HitChankeyMC);
+
+  // MRD cluster information
+  fANNIETree->Branch("eventTimeMRD", &fEventTimeMRD_Tree);
+  fANNIETree->Branch("MRDClusterNumber", &fMRDClusterNumber);
+  fANNIETree->Branch("MRDClusterTime", &fMRDClusterTime);
+  fANNIETree->Branch("MRDClusterTimeSigma", &fMRDClusterTimeSigma);
+  fANNIETree->Branch("MRDClusterHitNumber", &fMRDClusterHitNumber);
+
+  if (TankHitInfo_fill)
+  {
+    // Tank Hit information
+    fANNIETree->Branch("nhits", &fNHits, "nhits/I");
+    fANNIETree->Branch("filter", &fIsFiltered);
+    fANNIETree->Branch("hitX", &fHitX);
+    fANNIETree->Branch("hitY", &fHitY);
+    fANNIETree->Branch("hitZ", &fHitZ);
+    fANNIETree->Branch("hitT", &fHitT);
+    fANNIETree->Branch("hitQ", &fHitQ);
+    fANNIETree->Branch("hitPE", &fHitPE);
+    fANNIETree->Branch("hitType", &fHitType);
+    fANNIETree->Branch("hitDetID", &fHitDetID);
+    fANNIETree->Branch("hitChankey", &fHitChankey);
+    fANNIETree->Branch("hitChankeyMC", &fHitChankeyMC);
+  }
+
+  if (SiPMPulseInfo_fill)
+  {
+    fANNIETree->Branch("SiPMhitQ", &fSiPMHitQ);
+    fANNIETree->Branch("SiPMhitT", &fSiPMHitT);
+    fANNIETree->Branch("SiPMhitAmplitude", &fSiPMHitAmplitude);
+    fANNIETree->Branch("SiPMNum", &fSiPMNum);
+    fANNIETree->Branch("SiPM1NPulses", &fSiPM1NPulses, "SiPM1NPulses/I");
+    fANNIETree->Branch("SiPM2NPulses", &fSiPM2NPulses, "SiPM2NPulses/I");
+  }
+
+  if (LAPPDData_fill)
+  {
+    fANNIETree->Branch("LAPPD_ID", &fLAPPD_ID);
+    fANNIETree->Branch("fLAPPD_Count", &fLAPPD_Count);
+    fANNIETree->Branch("LAPPD_Beamgate_ns", &fLAPPD_Beamgate_ns);
+    fANNIETree->Branch("LAPPD_Timestamp_ns", &fLAPPD_Timestamp_ns);
+    fANNIETree->Branch("LAPPD_Beamgate_Raw", &fLAPPD_Beamgate_Raw);
+    fANNIETree->Branch("LAPPD_Timestamp_Raw", &fLAPPD_Timestamp_Raw);
+    fANNIETree->Branch("LAPPD_Offset", &fLAPPD_Offset);
+    fANNIETree->Branch("LAPPD_TSCorrection", &fLAPPD_TSCorrection);
+    fANNIETree->Branch("LAPPD_BGCorrection", &fLAPPD_BGCorrection);
+    fANNIETree->Branch("LAPPD_OSInMinusPS", &fLAPPD_OSInMinusPS);
+    if (LAPPD_PPS_fill)
+    {
+      fANNIETree->Branch("LAPPD_BGPPSBefore", &fLAPPD_BGPPSBefore);
+      fANNIETree->Branch("LAPPD_BGPPSAfter", &fLAPPD_BGPPSAfter);
+      fANNIETree->Branch("LAPPD_BGPPSDiff", &fLAPPD_BGPPSDiff);
+      fANNIETree->Branch("LAPPD_BGPPSMissing", &fLAPPD_BGPPSMissing);
+      fANNIETree->Branch("LAPPD_TSPPSBefore", &fLAPPD_TSPPSBefore);
+      fANNIETree->Branch("LAPPD_TSPPSAfter", &fLAPPD_TSPPSAfter);
+      fANNIETree->Branch("LAPPD_TSPPSDiff", &fLAPPD_TSPPSDiff);
+      fANNIETree->Branch("LAPPD_TSPPSMissing", &fLAPPD_TSPPSMissing);
+    }
+    fANNIETree->Branch("LAPPD_BG_switchBit0", &fLAPPD_BG_switchBit0);
+    fANNIETree->Branch("LAPPD_BG_switchBit1", &fLAPPD_BG_switchBit1);
+  }
+
+  // LAPPD reconstruction information
+  if (LAPPDReco_fill)
+  {
+    // fANNIETree->Branch("LAPPDPulseTimeStampUL", &fLAPPDPulseTimeStampUL, "LAPPDPulseTimeStampUL/l");
+    // fANNIETree->Branch("LAPPDPulseBeamgateUL", &fLAPPDPulseBeamgateUL, "LAPPDPulseBeamgateUL/l");
+    //  actually we don't need these two for pulse and hit, because it is impossible to have multiple events from one LAPPD in one ANNIEEvent due to the dead time and the trigger scheme
+    //  LAPPD ID is enough to find the corresponding unix timestamp
+    //  but leave them there in case
+
+    fANNIETree->Branch("LAPPD_PulseIDs", &fLAPPD_IDs);
+    fANNIETree->Branch("LAPPD_ChannelID", &fChannelID);
+    fANNIETree->Branch("LAPPD_PeakTime", &fPulsePeakTime);
+    fANNIETree->Branch("LAPPD_PulseHalfHeightTime", &fPulseHalfHeightTime);
+    fANNIETree->Branch("LAPPD_PeakAmp", &fPulsePeakAmp);
+    fANNIETree->Branch("LAPPD_Charge", &fPulseCharge);
+    fANNIETree->Branch("LAPPD_PulseStart", &fPulseStart);
+    fANNIETree->Branch("LAPPD_PulseEnd", &fPulseEnd);
+    fANNIETree->Branch("LAPPD_PulseWidth", &fPulseWidth);
+    fANNIETree->Branch("LAPPD_PulseSide", &fPulseSide);
+    fANNIETree->Branch("LAPPD_PulseStripNum", &fPulseStripNum);
+
+    // fANNIETree->Branch("LAPPDHitTimeStampUL", &fLAPPDHitTimeStampUL, "LAPPDHitTimeStampUL/l");
+    // fANNIETree->Branch("LAPPDHitBeamgateUL", &fLAPPDHitBeamgateUL, "LAPPDHitBeamgateUL/l");
+
+    fANNIETree->Branch("LAPPDID_Hit", &fLAPPDHit_IDs);
+    fANNIETree->Branch("LAPPDHitChannel", &fLAPPDHitChannel);
+    fANNIETree->Branch("LAPPDHitStrip", &fLAPPDHitStrip);
+    fANNIETree->Branch("LAPPDHitTime", &fLAPPDHitTime);
+    fANNIETree->Branch("LAPPDHitAmp", &fLAPPDHitAmp);
+    fANNIETree->Branch("LAPPDHitParallelPos", &fLAPPDHitParallelPos);
+    fANNIETree->Branch("LAPPDHitTransversePos", &fLAPPDHitTransversePos);
+    fANNIETree->Branch("LAPPDHitP1StartTime", &fLAPPDHitP1StartTime);
+    fANNIETree->Branch("LAPPDHitP2StartTime", &fLAPPDHitP2StartTime);
+    fANNIETree->Branch("LAPPDHitP1EndTime", &fLAPPDHitP1EndTime);
+    fANNIETree->Branch("LAPPDHitP2EndTime", &fLAPPDHitP2EndTime);
+
+    fANNIETree->Branch("LAPPDHitP1PeakTime", &fLAPPDHitP1PeakTime);
+    fANNIETree->Branch("LAPPDHitP2PeakTime", &fLAPPDHitP2PeakTime);
+    fANNIETree->Branch("LAPPDHitP1PeakAmp", &fLAPPDHitP1PeakAmp);
+    fANNIETree->Branch("LAPPDHitP2PeakAmp", &fLAPPDHitP2PeakAmp);
+    fANNIETree->Branch("LAPPDHitP1HalfHeightTime", &fLAPPDHitP1HalfHeightTime);
+    fANNIETree->Branch("LAPPDHitP2HalfHeightTime", &fLAPPDHitP2HalfHeightTime);
+    fANNIETree->Branch("LAPPDHitP1HalfEndTime", &fLAPPDHitP1HalfEndTime);
+    fANNIETree->Branch("LAPPDHitP2HalfEndTime", &fLAPPDHitP2HalfEndTime);
+    fANNIETree->Branch("LAPPDHitP1Charge", &fLAPPDHitP1Charge);
+    fANNIETree->Branch("LAPPDHitP2Charge", &fLAPPDHitP2Charge);
+
+    /*
+    fANNIETree->Branch("LAPPDWaveformChankey", &LAPPDWaveformChankey, "LAPPDWaveformChankey/I");
+    fANNIETree->Branch("WaveformMax", &waveformMaxValue, "WaveformMax/D");
+    fANNIETree->Branch("WaveformRMS", &waveformRMSValue, "WaveformRMS/D");
+    fANNIETree->Branch("WaveformMaxTimeBin", &waveformMaxTimeBinValue, "WaveformMaxTimeBin/I");
+    fANNIETree->Branch("waveformMaxFoundNear", &waveformMaxFoundNear, "waveformMaxFoundNear/O"); // O is boolean
+    fANNIETree->Branch("WaveformMaxNearing", &waveformMaxNearingValue, "WaveformMaxNearing/D");
+    */
+  }
+
+  LAPPDWaveformInputLabel = "BLsubtractedLAPPDData";
+  m_variables.Get("LAPPDWaveformInputLabel", LAPPDWaveformInputLabel);
+  if (LAPPD_Waveform_fill)
+  {
+    // Log("ANNIEEventTreeMaker Tool: LAPPDWaveformInputLabel = " + LAPPDWaveformInputLabel, 0, ANNIEEventTreeMakerVerbosity);
+    fANNIETree->Branch("LAPPDWaveform", &fLAPPDWaveforms);
+  }
+
+  if (LAPPD_MC_fill)
+  {
+    fANNIETree->Branch("LAPPDMCHitTubeIDs", &fLAPPDMCHitTubeIDs);
+    fANNIETree->Branch("LAPPDMCHitChankeys", &fLAPPDMCHitChankeys);
+    fANNIETree->Branch("LAPPDMCHitTime", &fLAPPDMCHitTime);
+    fANNIETree->Branch("LAPPDMCHitCharge", &fLAPPDMCHitCharge);
+    fANNIETree->Branch("LAPPDMCHitX", &fLAPPDMCHitX);
+    fANNIETree->Branch("LAPPDMCHitY", &fLAPPDMCHitY);
+    fANNIETree->Branch("LAPPDMCHitZ", &fLAPPDMCHitZ);
+    fANNIETree->Branch("LAPPDMCHitParallelPos", &fLAPPDMCHitParallelPos);
+    fANNIETree->Branch("LAPPDMCHitTransversePos", &fLAPPDMCHitTransversePos);
+  }
+
+  if (MRDHitInfo_fill)
+  {
+    fANNIETree->Branch("MRDHitClusterIndex", &fMRDHitClusterIndex);
+    fANNIETree->Branch("MRDhitT", &fMRDHitT);
+    fANNIETree->Branch("MRDHitCharge", &fMRDHitCharge);
+    fANNIETree->Branch("MRDHitDigitPMT", &fMRDHitDigitPMT);
+
+    fANNIETree->Branch("MRDhitDetID", &fMRDHitDetID);
+    fANNIETree->Branch("MRDhitChankey", &fMRDHitChankey);
+    fANNIETree->Branch("MRDhitChankeyMC", &fMRDHitChankeyMC);
+    fANNIETree->Branch("FMVhitT", &fFMVHitT);
+    fANNIETree->Branch("FMVhitDetID", &fFMVHitDetID);
+    fANNIETree->Branch("FMVhitChankey", &fFMVHitChankey);
+    fANNIETree->Branch("FMVhitChankeyMC", &fFMVHitChankeyMC);
+    fANNIETree->Branch("vetoHit", &fVetoHit, "vetoHit/I");
+  }
+
+  if (MRDReco_fill)
+  {
+    fANNIETree->Branch("MRDClusterIndex", &fMRDClusterIndex);
+    fANNIETree->Branch("NumClusterTracks", &fNumClusterTracks);
+    fANNIETree->Branch("MRDTrackAngle", &fMRDTrackAngle);
+    fANNIETree->Branch("MRDTrackAngleError", &fMRDTrackAngleError);
+    fANNIETree->Branch("MRDPenetrationDepth", &fMRDPenetrationDepth);
+    fANNIETree->Branch("MRDTrackLength", &fMRDTrackLength);
+    fANNIETree->Branch("MRDEntryPointRadius", &fMRDEntryPointRadius);
+    fANNIETree->Branch("MRDEnergyLoss", &fMRDEnergyLoss);
+    fANNIETree->Branch("MRDEnergyLossError", &fMRDEnergyLossError);
+    fANNIETree->Branch("MRDTrackStartX", &fMRDTrackStartX);
+    fANNIETree->Branch("MRDTrackStartY", &fMRDTrackStartY);
+    fANNIETree->Branch("MRDTrackStartZ", &fMRDTrackStartZ);
+    fANNIETree->Branch("MRDTrackStopX", &fMRDTrackStopX);
+    fANNIETree->Branch("MRDTrackStopY", &fMRDTrackStopY);
+    fANNIETree->Branch("MRDTrackStopZ", &fMRDTrackStopZ);
+    fANNIETree->Branch("MRDSide", &fMRDSide);
+    fANNIETree->Branch("MRDStop", &fMRDStop);
+    fANNIETree->Branch("MRDThrough", &fMRDThrough);
+  }
+
+  fANNIETree->Branch("eventStatusApplied", &fEventStatusApplied, "eventStatusApplied/I");
+  fANNIETree->Branch("eventStatusFlagged", &fEventStatusFlagged, "eventStatusFlagged/I");
+
+  // MC truth information for muons
+  // Output to tree when MCTruth_fill = 1 in config
+  if (MCTruth_fill)
+  {
+    fTrueNeutCapVtxX = new std::vector<double>;
+    fTrueNeutCapVtxY = new std::vector<double>;
+    fTrueNeutCapVtxZ = new std::vector<double>;
+    fTrueNeutCapNucleus = new std::vector<double>;
+    fTrueNeutCapTime = new std::vector<double>;
+    fTrueNeutCapGammas = new std::vector<double>;
+    fTrueNeutCapE = new std::vector<double>;
+    fTrueNeutCapGammaE = new std::vector<double>;
+    fTruePrimaryPdgs = new std::vector<int>;
+    fANNIETree->Branch("triggerNumber", &fiMCTriggerNum, "triggerNumber/I");
+    fANNIETree->Branch("mcEntryNumber", &fMCEventNum, "mcEntryNumber/I");
+    fANNIETree->Branch("trueVtxX", &fTrueVtxX, "trueVtxX/D");
+    fANNIETree->Branch("trueVtxY", &fTrueVtxY, "trueVtxY/D");
+    fANNIETree->Branch("trueVtxZ", &fTrueVtxZ, "trueVtxZ/D");
+    fANNIETree->Branch("trueVtxTime", &fTrueVtxTime, "trueVtxTime/D");
+    fANNIETree->Branch("trueDirX", &fTrueDirX, "trueDirX/D");
+    fANNIETree->Branch("trueDirY", &fTrueDirY, "trueDirY/D");
+    fANNIETree->Branch("trueDirZ", &fTrueDirZ, "trueDirZ/D");
+    fANNIETree->Branch("trueAngle", &fTrueAngle, "trueAngle/D");
+    fANNIETree->Branch("truePhi", &fTruePhi, "truePhi/D");
+    fANNIETree->Branch("trueMuonEnergy", &fTrueMuonEnergy, "trueMuonEnergy/D");
+    fANNIETree->Branch("truePrimaryPdg", &fTruePrimaryPdg, "truePrimaryPdg/I");
+    fANNIETree->Branch("trueTrackLengthInWater", &fTrueTrackLengthInWater, "trueTrackLengthInWater/D");
+    fANNIETree->Branch("trueTrackLengthInMRD", &fTrueTrackLengthInMRD, "trueTrackLengthInMRD/D");
+    fANNIETree->Branch("trueMultiRing", &fTrueMultiRing, "trueMultiRing/I");
+    fANNIETree->Branch("Pi0Count", &fPi0Count, "Pi0Count/I");
+    fANNIETree->Branch("PiPlusCount", &fPiPlusCount, "PiPlusCount/I");
+    fANNIETree->Branch("PiMinusCount", &fPiMinusCount, "PiMinusCount/I");
+    fANNIETree->Branch("K0Count", &fK0Count, "K0Count/I");
+    fANNIETree->Branch("KPlusCount", &fKPlusCount, "KPlusCount/I");
+    fANNIETree->Branch("KMinusCount", &fKMinusCount, "KMinusCount/I");
+    fANNIETree->Branch("truePrimaryPdgs", &fTruePrimaryPdgs);
+    fANNIETree->Branch("trueNeutCapVtxX", &fTrueNeutCapVtxX);
+    fANNIETree->Branch("trueNeutCapVtxY", &fTrueNeutCapVtxY);
+    fANNIETree->Branch("trueNeutCapVtxZ", &fTrueNeutCapVtxZ);
+    fANNIETree->Branch("trueNeutCapNucleus", &fTrueNeutCapNucleus);
+    fANNIETree->Branch("trueNeutCapTime", &fTrueNeutCapTime);
+    fANNIETree->Branch("trueNeutCapGammas", &fTrueNeutCapGammas);
+    fANNIETree->Branch("trueNeutCapE", &fTrueNeutCapE);
+    fANNIETree->Branch("trueNeutCapGammaE", &fTrueNeutCapGammaE);
+    fANNIETree->Branch("trueNeutrinoEnergy", &fTrueNeutrinoEnergy, "trueNeutrinoEnergy/D");
+    fANNIETree->Branch("trueNeutrinoMomentum_X", &fTrueNeutrinoMomentum_X, "trueNeutrinoMomentum_X/D");
+    fANNIETree->Branch("trueNeutrinoMomentum_Y", &fTrueNeutrinoMomentum_Y, "trueNeutrinoMomentum_Y/D");
+    fANNIETree->Branch("trueNeutrinoMomentum_Z", &fTrueNeutrinoMomentum_Z, "trueNeutrinoMomentum_Z/D");
+    fANNIETree->Branch("trueNuIntxVtx_X", &fTrueNuIntxVtx_X, "trueNuIntxVtx_X/D");
+    fANNIETree->Branch("trueNuIntxVtx_Y", &fTrueNuIntxVtx_Y, "trueNuIntxVtx_Y/D");
+    fANNIETree->Branch("trueNuIntxVtx_Z", &fTrueNuIntxVtx_Z, "trueNuIntxVtx_Z/D");
+    fANNIETree->Branch("trueNuIntxVtx_T", &fTrueNuIntxVtx_T, "trueNuIntxVtx_T/D");
+    fANNIETree->Branch("trueFSLVtx_X", &fTrueFSLVtx_X, "trueFSLVtx_X/D");
+    fANNIETree->Branch("trueFSLVtx_Y", &fTrueFSLVtx_Y, "trueFSLVtx_Y/D");
+    fANNIETree->Branch("trueFSLVtx_Z", &fTrueFSLVtx_Z, "trueFSLVtx_Z/D");
+    fANNIETree->Branch("trueFSLMomentum_X", &fTrueFSLMomentum_X, "trueFSLMomentum_X/D");
+    fANNIETree->Branch("trueFSLMomentum_Y", &fTrueFSLMomentum_Y, "trueFSLMomentum_Y/D");
+    fANNIETree->Branch("trueFSLMomentum_Z", &fTrueFSLMomentum_Z, "trueFSLMomentum_Z/D");
+    fANNIETree->Branch("trueFSLTime", &fTrueFSLTime, "trueFSLTime/D");
+    fANNIETree->Branch("trueFSLMass", &fTrueFSLMass, "trueFSLMass/D");
+    fANNIETree->Branch("trueFSLPdg", &fTrueFSLPdg, "trueFSLPdg/I");
+    fANNIETree->Branch("trueFSLEnergy", &fTrueFSLEnergy, "trueFSLEnergy/D");
+    fANNIETree->Branch("trueQ2", &fTrueQ2, "trueQ2/D");
+    fANNIETree->Branch("trueCC", &fTrueCC, "trueCC/I");
+    fANNIETree->Branch("trueNC", &fTrueNC, "trueNC/I");
+    fANNIETree->Branch("trueQEL", &fTrueQEL, "trueQEL/I");
+    fANNIETree->Branch("trueRES", &fTrueRES, "trueRES/I");
+    fANNIETree->Branch("trueDIS", &fTrueDIS, "trueDIS/I");
+    fANNIETree->Branch("trueCOH", &fTrueCOH, "trueCOH/I");
+    fANNIETree->Branch("trueMEC", &fTrueMEC, "trueMEC/I");
+    fANNIETree->Branch("trueNeutrons", &fTrueNeutrons, "trueNeutrons/I");
+    fANNIETree->Branch("trueProtons", &fTrueProtons, "trueProtons/I");
+    fANNIETree->Branch("truePi0", &fTruePi0, "truePi0/I");
+    fANNIETree->Branch("truePiPlus", &fTruePiPlus, "truePiPlus/I");
+    fANNIETree->Branch("truePiPlusCher", &fTruePiPlusCher, "truePiPlusCher/I");
+    fANNIETree->Branch("truePiMinus", &fTruePiMinus, "truePiMinus/I");
+    fANNIETree->Branch("truePiMinusCher", &fTruePiMinusCher, "truePiMinusCher/I");
+    fANNIETree->Branch("trueKPlus", &fTrueKPlus, "trueKPlus/I");
+    fANNIETree->Branch("trueKPlusCher", &fTrueKPlusCher, "trueKPlusCher/I");
+    fANNIETree->Branch("trueKMinus", &fTrueKMinus, "trueKMinus/I");
+    fANNIETree->Branch("trueKMinusCher", &fTrueKMinusCher, "trueKMinusCher/I");
+  }
+
+  // Reconstructed variables after full Muon Reco Analysis
+  if (TankReco_fill)
+  {
+    fANNIETree->Branch("recoVtxX", &fRecoVtxX, "recoVtxX/D");
+    fANNIETree->Branch("recoVtxY", &fRecoVtxY, "recoVtxY/D");
+    fANNIETree->Branch("recoVtxZ", &fRecoVtxZ, "recoVtxZ/D");
+    fANNIETree->Branch("recoVtxTime", &fRecoVtxTime, "recoVtxTime/D");
+    fANNIETree->Branch("recoDirX", &fRecoDirX, "recoDirX/D");
+    fANNIETree->Branch("recoDirY", &fRecoDirY, "recoDirY/D");
+    fANNIETree->Branch("recoDirZ", &fRecoDirZ, "recoDirZ/D");
+    fANNIETree->Branch("recoAngle", &fRecoAngle, "recoAngle/D");
+    fANNIETree->Branch("recoPhi", &fRecoPhi, "recoPhi/D");
+    fANNIETree->Branch("recoVtxFOM", &fRecoVtxFOM, "recoVtxFOM/D");
+    fANNIETree->Branch("recoStatus", &fRecoStatus, "recoStatus/I");
+  }
+
+  // Reconstructed variables from each step in Muon Reco Analysis
+  // Currently output when RecoDebug_fill = 1 in config
+  if (RecoDebug_fill)
+  {
+    fANNIETree->Branch("seedVtxX", &fSeedVtxX);
+    fANNIETree->Branch("seedVtxY", &fSeedVtxY);
+    fANNIETree->Branch("seedVtxZ", &fSeedVtxZ);
+    fANNIETree->Branch("seedVtxFOM", &fSeedVtxFOM);
+    fANNIETree->Branch("seedVtxTime", &fSeedVtxTime, "seedVtxTime/D");
+
+    fANNIETree->Branch("pointPosX", &fPointPosX, "pointPosX/D");
+    fANNIETree->Branch("pointPosY", &fPointPosY, "pointPosY/D");
+    fANNIETree->Branch("pointPosZ", &fPointPosZ, "pointPosZ/D");
+    fANNIETree->Branch("pointPosTime", &fPointPosTime, "pointPosTime/D");
+    fANNIETree->Branch("pointPosFOM", &fPointPosFOM, "pointPosFOM/D");
+    fANNIETree->Branch("pointPosStatus", &fPointPosStatus, "pointPosStatus/I");
+
+    fANNIETree->Branch("pointDirX", &fPointDirX, "pointDirX/D");
+    fANNIETree->Branch("pointDirY", &fPointDirY, "pointDirY/D");
+    fANNIETree->Branch("pointDirZ", &fPointDirZ, "pointDirZ/D");
+    fANNIETree->Branch("pointDirTime", &fPointDirTime, "pointDirTime/D");
+    fANNIETree->Branch("pointDirStatus", &fPointDirStatus, "pointDirStatus/I");
+    fANNIETree->Branch("pointDirFOM", &fPointDirFOM, "pointDirFOM/D");
+
+    fANNIETree->Branch("pointVtxPosX", &fPointVtxPosX, "pointVtxPosX/D");
+    fANNIETree->Branch("pointVtxPosY", &fPointVtxPosY, "pointVtxPosY/D");
+    fANNIETree->Branch("pointVtxPosZ", &fPointVtxPosZ, "pointVtxPosZ/D");
+    fANNIETree->Branch("pointVtxTime", &fPointVtxTime, "pointVtxTime/D");
+    fANNIETree->Branch("pointVtxDirX", &fPointVtxDirX, "pointVtxDirX/D");
+    fANNIETree->Branch("pointVtxDirY", &fPointVtxDirY, "pointVtxDirY/D");
+    fANNIETree->Branch("pointVtxDirZ", &fPointVtxDirZ, "pointVtxDirZ/D");
+    fANNIETree->Branch("pointVtxFOM", &fPointVtxFOM, "pointVtxFOM/D");
+    fANNIETree->Branch("pointVtxStatus", &fPointVtxStatus, "pointVtxStatus/I");
+  }
+
+  // Difference in MC Truth and Muon Reconstruction Analysis
+  // Output to tree when muonTruthRecoDiff_fill = 1 in config
+  if (muonTruthRecoDiff_fill)
+  {
+    fANNIETree->Branch("deltaVtxX", &fDeltaVtxX, "deltaVtxX/D");
+    fANNIETree->Branch("deltaVtxY", &fDeltaVtxY, "deltaVtxY/D");
+    fANNIETree->Branch("deltaVtxZ", &fDeltaVtxZ, "deltaVtxZ/D");
+    fANNIETree->Branch("deltaVtxR", &fDeltaVtxR, "deltaVtxR/D");
+    fANNIETree->Branch("deltaVtxT", &fDeltaVtxT, "deltaVtxT/D");
+    fANNIETree->Branch("deltaParallel", &fDeltaParallel, "deltaParallel/D");
+    fANNIETree->Branch("deltaPerpendicular", &fDeltaPerpendicular, "deltaPerpendicular/D");
+    fANNIETree->Branch("deltaAzimuth", &fDeltaAzimuth, "deltaAzimuth/D");
+    fANNIETree->Branch("deltaZenith", &fDeltaZenith, "deltaZenith/D");
+    fANNIETree->Branch("deltaAngle", &fDeltaAngle, "deltaAngle/D");
+  }
+
+  return true;
+}
+
+bool ANNIEEventTreeMaker::Execute()
+{
+  //****************************** Reset Variables *************************************//
+  ResetVariables();
+
+  //****************************** fillCleanEventsOnly *************************************//
+  //  If only clean events are built, return true for dirty events
+  auto get_flagsapp = m_data->Stores.at("RecoEvent")->Get("EventFlagApplied", fEventStatusApplied);
+  auto get_flags = m_data->Stores.at("RecoEvent")->Get("EventFlagged", fEventStatusFlagged);
+
+  if (fillCleanEventsOnly)
+  {
+    // auto get_cutstatus = m_data->Stores.at("RecoEvent")->Get("EventCutStatus",fEventCutStatus);
+    if (!get_flagsapp || !get_flags)
+    {
+      Log("PhaseITreeMaker tool: No Event status applied or flagged bitmask!!", v_error, ANNIEEventTreeMakerVerbosity);
+      return false;
+    }
+    // check if event passes the cut
+    if ((fEventStatusFlagged) != 0)
+    {
+      //  if (!fEventCutStatus){
+      Log("ANNIEEventTreeMaker Tool: Event was flagged with one of the active cuts.", v_debug, ANNIEEventTreeMakerVerbosity);
+      return true;
+    }
+  }
+  // done
+
+  //****************************** Fill Event Info *************************************//
+  bool keepLoading = LoadEventInfo();
+  if (!keepLoading)
+    return false;
+  LoadBeamInfo();
+  // done
+
+  //****************************** Fill RWM BRF Info *************************************//
+  if (RWMBRF_fill)
+  {
+    LoadRWMBRFInfo();
+  }
+
+  //****************************** Fill Hit Info *************************************//
+  if (TankHitInfo_fill)
+  {
+    // this will fill all hits in this event
+    LoadAllTankHits();
+  }
+  if (SiPMPulseInfo_fill)
+  {
+    LoadSiPMHits();
+  }
+  // done
+  //****************************** Fill Cluster Info *************************************//
+  if (TankCluster_fill)
+  {
+    LoadClusterInfo();
+  }
+
+  //****************************** Fill LAPPD Info *************************************//
+  if (LAPPDData_fill)
+  {
+    LoadLAPPDInfo();
+  }
+  if (LAPPD_Waveform_fill)
+  {
+    FillLAPPDWaveform();
+  }
+
+  if (LAPPD_MC_fill)
+  {
+    FillLAPPDMCHitInfo();
+  }
+
+  //****************************** Fill MRD Info *************************************//
+  if (MRDHitInfo_fill)
+  {
+    LoadMRDCluster();
+  }
+
+  //****************************** Fill Reco Info *************************************//
+  bool got_reco = false;
+  if (TankReco_fill)
+  {
+    got_reco = FillTankRecoInfo();
+  }
+
+  if (RecoDebug_fill)
+    FillRecoDebugInfo();
+
+  //****************************** Fill MCTruth Info *************************************//
+  bool gotmctruth = false;
+  if (MCTruth_fill)
+  {
+    gotmctruth = FillMCTruthInfo(); // todo
+  }
+  if (muonTruthRecoDiff_fill)
+    this->FillTruthRecoDiffInfo(gotmctruth, got_reco);
+
+  //****************************** Fill Reco Summary *************************************//
+  if (got_reco && gotmctruth && (ANNIEEventTreeMakerVerbosity > 4))
+  {
+    RecoSummary();
+  }
+
+  //****************************** Fill Tree *************************************//
+  fANNIETree->Fill();
+
+  processedEvents++;
+  return true;
+}
+
+bool ANNIEEventTreeMaker::Finalise()
+{
+  Log("ANNIEEventTreeMaker Tool: Got " + std::to_string(processedEvents) + " events", 0, ANNIEEventTreeMakerVerbosity);
+  fOutput_tfile->cd();
+  fANNIETree->Write();
+  fOutput_tfile->Close();
+  Log("ANNIEEventTreeMaker Tool: Tree written to file", 0, ANNIEEventTreeMakerVerbosity);
+
+  return true;
+}
+
+void ANNIEEventTreeMaker::ResetVariables()
+{
+  // Reset all variables
+
+  // Event Info
+  fRunNumber = 0;
+  fSubrunNumber = 0;
+  fPartFileNumber = 0;
+  fEventNumber = 0;
+  fPrimaryTriggerWord = 0;
+  fPrimaryTriggerTime = 0;
+  fTriggerword = 0;
+  fExtended = 0;
+  fTankMRDCoinc = 0;
+  fNoVeto = 0;
+  fHasTank = 0;
+  fHasMRD = 0;
+  fHasLAPPD = 0;
+  fGroupedTriggerTime.clear();
+  fGroupedTriggerWord.clear();
+  fDataStreams.clear();
+  fEventTimeTank = 0;
+  fEventTimeMRD = 0;
+  fMRDTriggerType = "";
+  fMRDTriggerTypeInt = -9999;
+
+  // beam info
+  fPot = -9999;
+  fBeamok = 0;
+  beam_E_TOR860 = -9999;
+  beam_E_TOR875 = -9999;
+  beam_THCURR = -9999;
+  beam_BTJT2 = -9999;
+  beam_HP875 = -9999;
+  beam_VP875 = -9999;
+  beam_HPTG1 = -9999;
+  beam_VPTG1 = -9999;
+  beam_HPTG2 = -9999;
+  beam_VPTG2 = -9999;
+  beam_BTH2T2 = -9999;
+  fBeamInfoTime = 0;
+  fBeamInfoTimeToTriggerDiff = -9999;
+
+  // RWM BRF info
+  fRWMRisingStart = -9999;
+  fRWMRisingEnd = -9999;
+  fRWMHalfRising = -9999;
+  fRWMFHWM = -9999;
+  fRWMFirstPeak = -9999;
+  fBRFFirstPeak = -9999;
+  fBRFAveragePeak = -9999;
+  fBRFFirstPeakFit = -9999;
+
+  // TankHitInfo
+  fNHits = 0;
+  fIsFiltered.clear();
+  fHitX.clear();
+  fHitY.clear();
+  fHitZ.clear();
+  fHitT.clear();
+  fHitQ.clear();
+  fHitPE.clear();
+  fHitType.clear();
+  fHitDetID.clear();
+  fHitChankey.clear();
+  fHitChankeyMC.clear();
+
+  // SiPMPulse Info
+  fSiPM1NPulses = 0;
+  fSiPM2NPulses = 0;
+  fSiPMHitQ.clear();
+  fSiPMHitT.clear();
+  fSiPMHitAmplitude.clear();
+  fSiPMNum.clear();
+
+  // LAPPDData_fill
+  fLAPPD_Count = 0;
+  fLAPPD_ID.clear();
+  fLAPPD_Beamgate_ns.clear();
+  fLAPPD_Timestamp_ns.clear();
+  fLAPPD_Beamgate_Raw.clear();
+  fLAPPD_Timestamp_Raw.clear();
+  fLAPPD_Offset.clear();
+  fLAPPD_TSCorrection.clear();
+  fLAPPD_BGCorrection.clear();
+  fLAPPD_OSInMinusPS.clear();
+  fLAPPD_BG_switchBit0.clear();
+  fLAPPD_BG_switchBit1.clear();
+  // LAPPD_PPS_fill
+  fLAPPD_BGPPSBefore.clear();
+  fLAPPD_BGPPSAfter.clear();
+  fLAPPD_BGPPSDiff.clear();
+  fLAPPD_BGPPSMissing.clear();
+  fLAPPD_TSPPSBefore.clear();
+  fLAPPD_TSPPSAfter.clear();
+  fLAPPD_TSPPSDiff.clear();
+  fLAPPD_TSPPSMissing.clear();
+
+  // LAPPD Reco Fill
+  fLAPPDPulseTimeStampUL.clear();
+  fLAPPDPulseBeamgateUL.clear();
+  fLAPPD_IDs.clear();
+  fChannelID.clear();
+  fPulsePeakTime.clear();
+  fPulseHalfHeightTime.clear();
+  fPulseCharge.clear();
+  fPulsePeakAmp.clear();
+  fPulseStart.clear();
+  fPulseEnd.clear();
+  fPulseWidth.clear();
+  fPulseSide.clear();
+  fPulseStripNum.clear();
+  fChannelBaseline.clear();
+
+  fLAPPDHitTimeStampUL.clear();
+  fLAPPDHitBeamgateUL.clear();
+  fLAPPDHit_IDs.clear();
+  fLAPPDHitChannel.clear();
+  fLAPPDHitStrip.clear();
+  fLAPPDHitTime.clear();
+  fLAPPDHitAmp.clear();
+  fLAPPDHitParallelPos.clear();
+  fLAPPDHitTransversePos.clear();
+  fLAPPDHitP1StartTime.clear();
+  fLAPPDHitP2StartTime.clear();
+  fLAPPDHitP1EndTime.clear();
+  fLAPPDHitP2EndTime.clear();
+  fLAPPDHitP1PeakTime.clear();
+  fLAPPDHitP2PeakTime.clear();
+  fLAPPDHitP1PeakAmp.clear();
+  fLAPPDHitP2PeakAmp.clear();
+  fLAPPDHitP1HalfHeightTime.clear();
+  fLAPPDHitP2HalfHeightTime.clear();
+  fLAPPDHitP1HalfEndTime.clear();
+  fLAPPDHitP2HalfEndTime.clear();
+  fLAPPDHitP1Charge.clear();
+  fLAPPDHitP2Charge.clear();
+
+  LAPPDWaveformChankey.clear();
+  waveformMaxValue.clear();
+  waveformRMSValue.clear();
+  waveformMaxFoundNear.clear();
+  waveformMaxNearingValue.clear();
+  waveformMaxTimeBinValue.clear();
+
+  // LAPPD waveform fill
+  fLAPPDWaveforms.clear();
+
+  // LAPPD MC fill
+  fLAPPDMCHitTubeIDs.clear();
+  fLAPPDMCHitChankeys.clear();
+  fLAPPDMCHitTime.clear();
+  fLAPPDMCHitCharge.clear();
+  fLAPPDMCHitX.clear();
+  fLAPPDMCHitY.clear();
+  fLAPPDMCHitZ.clear();
+  fLAPPDMCHitParallelPos.clear();
+  fLAPPDMCHitTransversePos.clear();
+
+  // tank cluster information
+  fNumberOfClusters = 0;
+
+  fClusterHits.clear();
+  fClusterChargeV.clear();
+  fClusterTimeV.clear();
+  fClusterPEV.clear();
+
+  fCluster_HitX.clear();
+  fCluster_HitY.clear();
+  fCluster_HitZ.clear();
+  fCluster_HitT.clear();
+  fCluster_HitQ.clear();
+  fCluster_HitPE.clear();
+  fCluster_HitType.clear();
+  fCluster_HitDetID.clear();
+  fCluster_HitChankey.clear();
+  fCluster_HitChankeyMC.clear();
+
+  fClusterMaxPEV.clear();
+  fClusterChargePointXV.clear();
+  fClusterChargePointYV.clear();
+  fClusterChargePointZV.clear();
+  fClusterChargeBalanceV.clear();
+
+  // MRD cluster information
+  fEventTimeMRD_Tree = 0;
+  fMRDClusterNumber = 0;
+  fMRDClusterHitNumber.clear();
+  fMRDClusterTime.clear();
+  fMRDClusterTimeSigma.clear();
+
+  fVetoHit = 0;
+  fMRDHitClusterIndex.clear();
+  fMRDHitT.clear();
+  fMRDHitCharge.clear();
+  fMRDHitDigitPMT.clear();
+  fMRDHitDetID.clear();
+  fMRDHitChankey.clear();
+  fMRDHitChankeyMC.clear();
+  fFMVHitT.clear();
+  fFMVHitDetID.clear();
+  fFMVHitChankey.clear();
+  fFMVHitChankeyMC.clear();
+
+  fNumMRDClusterTracks = 0;
+  fMRDTrackAngle.clear();
+  fMRDTrackAngleError.clear();
+  fMRDPenetrationDepth.clear();
+  fMRDTrackLength.clear();
+  fMRDEntryPointRadius.clear();
+  fMRDEnergyLoss.clear();
+  fMRDEnergyLossError.clear();
+  fMRDTrackStartX.clear();
+  fMRDTrackStartY.clear();
+  fMRDTrackStartZ.clear();
+  fMRDTrackStopX.clear();
+  fMRDTrackStopY.clear();
+  fMRDTrackStopZ.clear();
+  fMRDSide.clear();
+  fMRDStop.clear();
+  fMRDThrough.clear();
+  fMRDClusterIndex.clear();
+  fNumClusterTracks.clear();
+
+  // fillCleanEventsOnly
+  fEventStatusApplied = 0;
+  fEventStatusFlagged = 0;
+
+  // MCTruth_fill
+  if (MCTruth_fill)
+  {
+    fMCEventNum = 0;
+    fMCTriggerNum = 0;
+    fiMCTriggerNum = -9999;
+
+    fTrueVtxX = -9999;
+    fTrueVtxY = -9999;
+    fTrueVtxZ = -9999;
+    fTrueVtxTime = -9999;
+    fTrueDirX = -9999;
+    fTrueDirY = -9999;
+    fTrueDirZ = -9999;
+    fTrueAngle = -9999;
+    fTruePhi = -9999;
+    fTrueMuonEnergy = -9999;
+    fTruePrimaryPdg = -9999;
+    fTrueTrackLengthInWater = -9999;
+    fTrueTrackLengthInMRD = -9999;
+    fTruePrimaryPdgs->clear();
+    fTrueNeutCapVtxX->clear();
+    fTrueNeutCapVtxY->clear();
+    fTrueNeutCapVtxZ->clear();
+    fTrueNeutCapNucleus->clear();
+    fTrueNeutCapTime->clear();
+    fTrueNeutCapGammas->clear();
+    fTrueNeutCapE->clear();
+    fTrueNeutCapGammaE->clear();
+    fTrueMultiRing = -9999;
+  }
+
+  // Genie information for event
+  fTrueNeutrinoEnergy = -9999;
+  fTrueNeutrinoMomentum_X = -9999;
+  fTrueNeutrinoMomentum_Y = -9999;
+  fTrueNeutrinoMomentum_Z = -9999;
+  fTrueNuIntxVtx_X = -9999;
+  fTrueNuIntxVtx_Y = -9999;
+  fTrueNuIntxVtx_Z = -9999;
+  fTrueNuIntxVtx_T = -9999;
+  fTrueFSLVtx_X = -9999;
+  fTrueFSLVtx_Y = -9999;
+  fTrueFSLVtx_Z = -9999;
+  fTrueFSLMomentum_X = -9999;
+  fTrueFSLMomentum_Y = -9999;
+  fTrueFSLMomentum_Z = -9999;
+  fTrueFSLTime = -9999;
+  fTrueFSLMass = -9999;
+  fTrueFSLPdg = -9999;
+  fTrueFSLEnergy = -9999;
+  fTrueQ2 = -9999;
+  fTrueCC = -9999;
+  fTrueNC = -9999;
+  fTrueQEL = -9999;
+  fTrueRES = -9999;
+  fTrueDIS = -9999;
+  fTrueCOH = -9999;
+  fTrueMEC = -9999;
+  fTrueNeutrons = -9999;
+  fTrueProtons = -9999;
+  fTruePi0 = -9999;
+  fTruePiPlus = -9999;
+  fTruePiPlusCher = -9999;
+  fTruePiMinus = -9999;
+  fTruePiMinusCher = -9999;
+  fTrueKPlus = -9999;
+  fTrueKPlusCher = -9999;
+  fTrueKMinus = -9999;
+  fTrueKMinusCher = -9999;
+
+  // TankReco_fill
+  fRecoVtxX = -9999;
+  fRecoVtxY = -9999;
+  fRecoVtxZ = -9999;
+  fRecoVtxTime = -9999;
+  fRecoVtxFOM = -9999;
+  fRecoDirX = -9999;
+  fRecoDirY = -9999;
+  fRecoDirZ = -9999;
+  fRecoAngle = -9999;
+  fRecoPhi = -9999;
+  fRecoStatus = -9999;
+
+  // RecoDebug_fill
+  fSeedVtxX.clear();
+  fSeedVtxY.clear();
+  fSeedVtxZ.clear();
+  fSeedVtxFOM.clear();
+  fSeedVtxTime = -9999;
+
+  // Reco vertex
+  // Point Position Vertex
+  fPointVtxPosX = -9999;
+  fPointVtxPosY = -9999;
+  fPointVtxPosZ = -9999;
+  fPointVtxTime = -9999;
+  fPointPosFOM = -9999;
+  fPointPosStatus = -9999;
+  fPointVtxDirX = -9999;
+  fPointVtxDirY = -9999;
+  fPointVtxDirZ = -9999;
+  fPointDirTime = -9999;
+  fPointDirFOM = -9999;
+  fPointDirStatus = -9999;
+
+  // Point Vertex Finder
+  fPointVtxPosX = -9999;
+  fPointVtxPosY = -9999;
+  fPointVtxPosZ = -9999;
+  fPointVtxTime = -9999;
+  fPointVtxDirX = -9999;
+  fPointVtxDirY = -9999;
+  fPointVtxDirZ = -9999;
+  fPointVtxFOM = -9999;
+  fPointVtxStatus = -9999;
+
+  // Difference between MC and Truth
+  fDeltaVtxX = -9999;
+  fDeltaVtxY = -9999;
+  fDeltaVtxZ = -9999;
+  fDeltaVtxR = -9999;
+  fDeltaVtxT = -9999;
+  fDeltaParallel = -9999;
+  fDeltaPerpendicular = -9999;
+  fDeltaAzimuth = -9999;
+  fDeltaZenith = -9999;
+  fDeltaAngle = -9999;
+
+  // Pion and kaon counts for event
+  fPi0Count = 0;
+  fPiPlusCount = 0;
+  fPiMinusCount = 0;
+  fK0Count = 0;
+  fKPlusCount = 0;
+  fKMinusCount = 0;
+
+  // Event Info
+  fDataStreams.clear();
+  GroupedTrigger.clear();
+
+  // LAPPDData_fill
+  LAPPDDataMap.clear();
+  LAPPDBeamgate_ns.clear();
+  LAPPDTimeStamps_ns.clear();
+  LAPPDTimeStampsRaw.clear();
+  LAPPDBeamgatesRaw.clear();
+  LAPPDOffsets.clear();
+  LAPPDTSCorrection.clear();
+  LAPPDBGCorrection.clear();
+  LAPPDOSInMinusPS.clear();
+  SwitchBitBG.clear();
+  // LAPPD_PPS_fill
+  LAPPDBG_PPSBefore.clear();
+  LAPPDBG_PPSAfter.clear();
+  LAPPDBG_PPSDiff.clear();
+  LAPPDBG_PPSMissing.clear();
+  LAPPDTS_PPSBefore.clear();
+  LAPPDTS_PPSAfter.clear();
+  LAPPDTS_PPSDiff.clear();
+  LAPPDTS_PPSMissing.clear();
+
+  // LAPPD Reco Fill
+  lappdPulses.clear();
+  lappdHits.clear();
+
+  waveformMax.clear();
+  waveformRMS.clear();
+  waveformMaxLast.clear();
+  waveformMaxNearing.clear();
+  waveformMaxTimeBin.clear();
+}
+
+bool ANNIEEventTreeMaker::LoadEventInfo()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadEventInfo", v_warning, ANNIEEventTreeMakerVerbosity);
+  m_data->Stores["ANNIEEvent"]->Get("RunNumber", fRunNumber);
+  m_data->Stores["ANNIEEvent"]->Get("SubRunNumber", fSubrunNumber);
+  m_data->Stores["ANNIEEvent"]->Get("PartNumber", fPartFileNumber);
+  bool gotEventNumber = m_data->Stores["ANNIEEvent"]->Get("EventNumber", fEventNumber);
+  if (!gotEventNumber)
+  {
+    uint32_t enm = 9998;
+    m_data->CStore.Get("EventNumberTree", enm);
+    cout << "ANNIEEventTreeMaker Tool: Not get the event number from ANNIEEvent, get from CStore: " << enm << endl;
+    fEventNumber = static_cast<int>(enm);
+  }
+
+  m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerWord", fPrimaryTriggerWord);
+  if (fPrimaryTriggerWord == 14)
+    trigword = 5;
+  else
+    trigword = fPrimaryTriggerWord;
+  m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerTime", fPrimaryTriggerTime);
+  m_data->Stores["ANNIEEvent"]->Get("GroupedTrigger", GroupedTrigger);
+  m_data->Stores["ANNIEEvent"]->Get("TriggerWord", fTriggerword);
+  m_data->Stores["ANNIEEvent"]->Get("TriggerExtended", fExtended);
+  m_data->Stores["ANNIEEvent"]->Get("DataStreams", fDataStreams);
+
+  bool pmtmrdcoinc, noveto;
+  m_data->Stores["RecoEvent"]->Get("PMTMRDCoinc", pmtmrdcoinc);
+  m_data->Stores["RecoEvent"]->Get("NoVeto", noveto);
+  if (pmtmrdcoinc)
+    fTankMRDCoinc = 1;
+  else
+    fTankMRDCoinc = 0;
+
+  if (noveto)
+    fNoVeto = 1;
+  else
+    fNoVeto = 0;
+
+  if (fDataStreams["Tank"] == 1)
+    fHasTank = 1;
+  else
+    fHasTank = 0;
+
+  if (fDataStreams["MRD"] == 1)
+  {
+    fHasMRD = 1;
+    m_data->Stores["ANNIEEvent"]->Get("MRDTriggerType", fMRDTriggerType);
+    Log("ANNIEEventTreeMaker Tool: MRD Trigger Type: " + fMRDTriggerType, v_debug, ANNIEEventTreeMakerVerbosity);
+    bool cosmic = fMRDTriggerType == "Cosmic";
+    Log("ANNIEEventTreeMaker Tool: Cosmic Trigger: " + std::to_string(cosmic), v_debug, ANNIEEventTreeMakerVerbosity);
+    if (fMRDTriggerType == "Beam")
+      fMRDTriggerTypeInt = 1;
+    else if (fMRDTriggerType == "Cosmic")
+      fMRDTriggerTypeInt = 2;
+    else
+      fMRDTriggerTypeInt = 0;
+  }
+  else
+    fHasMRD = 0;
+
+  if (fDataStreams["LAPPD"] == 1)
+    fHasLAPPD = 1;
+  else
+    fHasLAPPD = 0;
+
+  for (std::map<uint64_t, uint32_t>::iterator it = GroupedTrigger.begin(); it != GroupedTrigger.end(); ++it)
+  {
+    uint64_t key = it->first;
+    uint32_t value = it->second;
+
+    fGroupedTriggerTime.push_back(key);
+    fGroupedTriggerWord.push_back(value);
+  }
+
+  bool gotETT = m_data->Stores["ANNIEEvent"]->Get("EventTimeTank", fEventTimeTank);
+  if (!gotETT)
+    fEventTimeTank = 0;
+
+  TimeClass tm;
+  bool gotETMRD = m_data->Stores["ANNIEEvent"]->Get("EventTimeMRD", tm);
+  fEventTimeMRD = (ULong64_t)tm.GetNs();
+
+  if (!gotETMRD)
+    fEventTimeMRD = 0;
+
+  if (fillAllTriggers)
+    return true;
+  else if (fill_singleTrigger)
+  {
+    if (fPrimaryTriggerWord == fill_singleTriggerWord)
+      return true;
+    else
+      return false;
+  }
+  else if (fill_TriggerWord.size() > 0)
+  {
+    for (auto trig : fill_TriggerWord)
+    {
+      if (fPrimaryTriggerWord == trig)
+        return true;
+    }
+    return false;
+  }
+  else
+    return true;
+}
+
+void ANNIEEventTreeMaker::LoadBeamInfo()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadBeamInfo", v_debug, ANNIEEventTreeMakerVerbosity);
+
+  m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR860", beam_E_TOR860);
+  m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875", beam_E_TOR875);
+  m_data->Stores["ANNIEEvent"]->Get("beam_THCURR", beam_THCURR);
+  m_data->Stores["ANNIEEvent"]->Get("beam_BTJT2", beam_BTJT2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_HP875", beam_HP875);
+  m_data->Stores["ANNIEEvent"]->Get("beam_VP875", beam_VP875);
+  m_data->Stores["ANNIEEvent"]->Get("beam_HPTG1", beam_HPTG1);
+  m_data->Stores["ANNIEEvent"]->Get("beam_VPTG1", beam_VPTG1);
+  m_data->Stores["ANNIEEvent"]->Get("beam_HPTG2", beam_HPTG2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_VPTG2", beam_VPTG2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_BTH2T2", beam_BTH2T2);
+
+  m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875", fPot);
+  m_data->Stores["ANNIEEvent"]->Get("beam_good", fBeamok);
+
+  m_data->Stores["ANNIEEvent"]->Get("BeamInfoTime", fBeamInfoTime);
+  m_data->Stores["ANNIEEvent"]->Get("BeamInfoTimeToTriggerDiff", fBeamInfoTimeToTriggerDiff);
+}
+
+void ANNIEEventTreeMaker::LoadRWMBRFInfo()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadRWMBRFInfo", v_debug, ANNIEEventTreeMakerVerbosity);
+  m_data->Stores["ANNIEEvent"]->Get("RWMRisingStart", fRWMRisingStart);
+  m_data->Stores["ANNIEEvent"]->Get("RWMRisingEnd", fRWMRisingEnd);
+  m_data->Stores["ANNIEEvent"]->Get("RWMHalfRising", fRWMHalfRising);
+  m_data->Stores["ANNIEEvent"]->Get("RWMFHWM", fRWMFHWM);
+  m_data->Stores["ANNIEEvent"]->Get("RWMFirstPeak", fRWMFirstPeak);
+
+  m_data->Stores["ANNIEEvent"]->Get("BRFFirstPeak", fBRFFirstPeak);
+  m_data->Stores["ANNIEEvent"]->Get("BRFAveragePeak", fBRFAveragePeak);
+  m_data->Stores["ANNIEEvent"]->Get("BRFFirstPeakFit", fBRFFirstPeakFit);
+}
+
+void ANNIEEventTreeMaker::LoadAllTankHits()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadAllTankHits", v_debug, ANNIEEventTreeMakerVerbosity);
+  std::map<unsigned long, std::vector<Hit>> *Hits = nullptr;
+  std::map<unsigned long, std::vector<MCHit>> *MCHits = nullptr;
+  bool got_hits = false;
+  if (isData)
+    got_hits = m_data->Stores["ANNIEEvent"]->Get("Hits", Hits);
+  else
+    got_hits = m_data->Stores["ANNIEEvent"]->Get("MCHits", MCHits);
+  if (!got_hits)
+  {
+    std::cout << "No Hits store in ANNIEEvent. Continuing to build tree " << std::endl;
+    return;
+  }
+
+  Position detector_center = geom->GetTankCentre();
+  double tank_center_x = detector_center.X();
+  double tank_center_y = detector_center.Y();
+  double tank_center_z = detector_center.Z();
+  fNHits = 0;
+
+  std::map<unsigned long, std::vector<Hit>>::iterator it_tank_data;
+  std::map<unsigned long, std::vector<MCHit>>::iterator it_tank_mc;
+  if (isData)
+    it_tank_data = (*Hits).begin();
+  else
+    it_tank_mc = (*MCHits).begin();
+  bool loop_tank = true;
+  int hits_size = (isData) ? Hits->size() : MCHits->size();
+  if (hits_size == 0)
+    loop_tank = false;
+
+  while (loop_tank)
+  {
+    // start to fill tank info to vectors
+    unsigned long channel_key;
+    if (isData)
+      channel_key = it_tank_data->first;
+    else
+      channel_key = it_tank_mc->first;
+    Detector *this_detector = geom->ChannelToDetector(channel_key);
+    Position det_position = this_detector->GetDetectorPosition();
+    unsigned long detkey = this_detector->GetDetectorID();
+    unsigned long channel_key_data = channel_key;
+    if (!isData)
+    {
+      int wcsimid = channelkey_to_pmtid.at(channel_key);
+      channel_key_data = pmtid_to_channelkey[wcsimid];
+    }
+    std::map<int, double>::iterator it = ChannelKeyToSPEMap.find(channel_key);
+    std::map<int, double>::iterator it_mc = ChannelKeyToSPEMap.find(channel_key_data);
+    bool SPE_available = true;
+    if (isData)
+      SPE_available = (it != ChannelKeyToSPEMap.end());
+    else
+      SPE_available = (it_mc != ChannelKeyToSPEMap.end());
+    if (SPE_available)
+    { // Charge to SPE conversion is available
+      if (isData)
+      {
+        std::vector<Hit> ThisPMTHits = it_tank_data->second;
+        fNHits += ThisPMTHits.size();
+        for (Hit &ahit : ThisPMTHits)
+        {
+          double hit_charge = ahit.GetCharge();
+          double hit_PE = hit_charge / ChannelKeyToSPEMap.at(channel_key);
+          fHitX.push_back((det_position.X() - tank_center_x));
+          fHitY.push_back((det_position.Y() - tank_center_y));
+          fHitZ.push_back((det_position.Z() - tank_center_z));
+          fHitT.push_back(ahit.GetTime());
+          fHitQ.push_back(hit_charge);
+          fHitPE.push_back(hit_PE);
+          fHitDetID.push_back(detkey);
+          fHitChankey.push_back(channel_key);
+          fHitChankeyMC.push_back(channel_key);
+          fHitType.push_back(RecoDigit::PMT8inch); // 0 For PMTs
+        }
+      }
+      else
+      {
+        std::vector<MCHit> ThisPMTHits = it_tank_mc->second;
+        fNHits += ThisPMTHits.size();
+        for (MCHit &ahit : ThisPMTHits)
+        {
+          double hit_PE = ahit.GetCharge();
+          double hit_charge = hit_PE * ChannelKeyToSPEMap.at(channel_key_data);
+          fHitX.push_back((det_position.X() - tank_center_x));
+          fHitY.push_back((det_position.Y() - tank_center_y));
+          fHitZ.push_back((det_position.Z() - tank_center_z));
+          fHitT.push_back(ahit.GetTime());
+          fHitQ.push_back(hit_charge);
+          fHitPE.push_back(hit_PE);
+          fHitDetID.push_back(detkey);
+          fHitChankey.push_back(channel_key_data);
+          fHitChankeyMC.push_back(channel_key);
+          fHitType.push_back(RecoDigit::PMT8inch); // 0 For PMTs
+        }
+      }
+    }
+
+    if (isData)
+    {
+      it_tank_data++;
+      if (it_tank_data == (*Hits).end())
+        loop_tank = false;
+    }
+    else
+    {
+      it_tank_mc++;
+      if (it_tank_mc == (*MCHits).end())
+        loop_tank = false;
+    }
+  }
+  return;
+}
+
+void ANNIEEventTreeMaker::LoadSiPMHits()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadSiPMHits", v_debug, ANNIEEventTreeMakerVerbosity);
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> aux_pulse_map;
+  m_data->Stores.at("ANNIEEvent")->Get("RecoADCAuxHits", aux_pulse_map);
+  fSiPM1NPulses = 0;
+  fSiPM2NPulses = 0;
+  for (const auto &temp_pair : aux_pulse_map)
+  {
+    const auto &channel_key = temp_pair.first;
+    // For now, only calibrate the SiPM waveforms
+    int sipm_number = -1;
+    if (AuxChannelNumToTypeMap->at(channel_key) == "SiPM1")
+    {
+      sipm_number = 1;
+    }
+    else if (AuxChannelNumToTypeMap->at(channel_key) == "SiPM2")
+    {
+      sipm_number = 2;
+    }
+    else
+      continue;
+
+    std::vector<std::vector<ADCPulse>> sipm_minibuffers = temp_pair.second;
+    size_t num_minibuffers = sipm_minibuffers.size(); // Should be size 1 in FrankDAQ mode
+    for (size_t mb = 0; mb < num_minibuffers; ++mb)
+    {
+      std::vector<ADCPulse> thisbuffer_pulses = sipm_minibuffers.at(mb);
+      if (sipm_number == 1)
+        fSiPM1NPulses += thisbuffer_pulses.size();
+      if (sipm_number == 2)
+        fSiPM2NPulses += thisbuffer_pulses.size();
+      for (size_t i = 0; i < thisbuffer_pulses.size(); i++)
+      {
+        ADCPulse apulse = thisbuffer_pulses.at(i);
+        fSiPMHitAmplitude.push_back(apulse.amplitude());
+        fSiPMHitT.push_back(apulse.peak_time());
+        fSiPMHitQ.push_back(apulse.charge());
+        fSiPMNum.push_back(sipm_number);
+      }
+    }
+  }
+}
+
+void ANNIEEventTreeMaker::LoadLAPPDInfo()
+{
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSBefore", LAPPDBG_PPSBefore);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSAfter", LAPPDBG_PPSAfter);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSDiff", LAPPDBG_PPSDiff);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDBG_PPSMissing", LAPPDBG_PPSMissing);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSBefore", LAPPDTS_PPSBefore);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSAfter", LAPPDTS_PPSAfter);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSDiff", LAPPDTS_PPSDiff);
+  m_data->Stores["ANNIEEvent"]->Get("LAPPDTS_PPSMissing", LAPPDTS_PPSMissing);
+  m_data->Stores["ANNIEEvent"]->Get("SwitchBitBG", SwitchBitBG);
+
+  if (LAPPDDataMap.size() != 0)
+  {
+    FillLAPPDInfo();
+    // print the content of fDataStreams, and the size of data map
+    // cout<<"Found LAPPDData, LAPPDDataMap Size: "<<LAPPDDataMap.size()<<endl;
+    if (LAPPDReco_fill)
+    {
+      FillLAPPDPulse();
+      FillLAPPDHit();
+    }
+  }
+}
+
+void ANNIEEventTreeMaker::FillLAPPDInfo()
+{
+  fLAPPD_Count = LAPPDDataMap.size();
+  for (std::map<uint64_t, PsecData>::iterator it = LAPPDDataMap.begin(); it != LAPPDDataMap.end(); ++it)
+  {
+    uint64_t key = it->first;
+    PsecData psecData = it->second;
+    fLAPPD_ID.push_back(psecData.LAPPD_ID);
+    fLAPPD_Beamgate_ns.push_back(LAPPDBeamgate_ns[key]);
+    fLAPPD_Timestamp_ns.push_back(LAPPDTimeStamps_ns[key]);
+    fLAPPD_Beamgate_Raw.push_back(LAPPDBeamgatesRaw[key]);
+    fLAPPD_Timestamp_Raw.push_back(LAPPDTimeStampsRaw[key]);
+    fLAPPD_Offset.push_back(LAPPDOffsets[key]);
+    fLAPPD_TSCorrection.push_back(LAPPDTSCorrection[key]);
+    fLAPPD_BGCorrection.push_back(LAPPDBGCorrection[key]);
+    fLAPPD_OSInMinusPS.push_back(LAPPDOSInMinusPS[key]);
+    fLAPPD_BGPPSBefore.push_back(LAPPDBG_PPSBefore[key]);
+    fLAPPD_BGPPSAfter.push_back(LAPPDBG_PPSAfter[key]);
+    fLAPPD_BGPPSDiff.push_back(LAPPDBG_PPSDiff[key]);
+    fLAPPD_BGPPSMissing.push_back(LAPPDBG_PPSMissing[key]);
+    fLAPPD_TSPPSBefore.push_back(LAPPDTS_PPSBefore[key]);
+    fLAPPD_TSPPSAfter.push_back(LAPPDTS_PPSAfter[key]);
+    fLAPPD_TSPPSDiff.push_back(LAPPDTS_PPSDiff[key]);
+    fLAPPD_TSPPSMissing.push_back(LAPPDTS_PPSMissing[key]);
+    // check if SwitchBitBG has the key
+    if (SwitchBitBG.find(psecData.LAPPD_ID) != SwitchBitBG.end())
+    {
+      if (SwitchBitBG[psecData.LAPPD_ID].size() != 2)
+      {
+        cout << "ANNIEEventTreeMaker: SwitchBitBG size is not 2, LAPPD_ID: " << psecData.LAPPD_ID << ", size: " << SwitchBitBG[psecData.LAPPD_ID].size() << endl;
+        continue;
+      }
+      fLAPPD_BG_switchBit0.push_back(SwitchBitBG[psecData.LAPPD_ID][0]);
+      fLAPPD_BG_switchBit1.push_back(SwitchBitBG[psecData.LAPPD_ID][1]);
+      continue;
+    }
+  }
+}
+
+void ANNIEEventTreeMaker::FillLAPPDPulse()
+{
+  bool gotPulse = m_data->Stores["ANNIEEvent"]->Get("LAPPDPulses", lappdPulses);
+  if (gotPulse)
+  {
+
+    std::map<unsigned long, vector<vector<LAPPDPulse>>>::iterator it;
+    for (it = lappdPulses.begin(); it != lappdPulses.end(); it++)
+    {
+      int stripno = it->first;
+      vector<vector<LAPPDPulse>> stripPulses = it->second;
+
+      vector<LAPPDPulse> pulse0 = stripPulses.at(0);
+      vector<LAPPDPulse> pulse1 = stripPulses.at(1);
+      for (int i = 0; i < pulse0.size(); i++)
+      {
+        fPulseSide.push_back(0);
+        LAPPDPulse thisPulse = pulse0.at(i);
+        fLAPPD_IDs.push_back(thisPulse.GetTubeId());
+        fChannelID.push_back(thisPulse.GetChannelID());
+        fPulseStripNum.push_back(stripno);
+        fPulsePeakTime.push_back(thisPulse.GetTime());
+        fPulseHalfHeightTime.push_back(thisPulse.GetHalfHeightTime());
+        fPulseCharge.push_back(thisPulse.GetCharge());
+        fPulsePeakAmp.push_back(thisPulse.GetPeak());
+        fPulseStart.push_back(thisPulse.GetLowRange());
+        fPulseEnd.push_back(thisPulse.GetHiRange());
+        fPulseWidth.push_back(thisPulse.GetHiRange() - thisPulse.GetLowRange());
+      }
+      for (int i = 0; i < pulse1.size(); i++)
+      {
+        fPulseSide.push_back(1);
+        LAPPDPulse thisPulse = pulse1.at(i);
+        fLAPPD_IDs.push_back(thisPulse.GetTubeId());
+        fChannelID.push_back(thisPulse.GetChannelID());
+        fPulseStripNum.push_back(stripno);
+        fPulsePeakTime.push_back(thisPulse.GetTime());
+        fPulseHalfHeightTime.push_back(thisPulse.GetHalfHeightTime());
+        fPulseCharge.push_back(thisPulse.GetCharge());
+        fPulsePeakAmp.push_back(thisPulse.GetPeak());
+        fPulseStart.push_back(thisPulse.GetLowRange());
+        fPulseEnd.push_back(thisPulse.GetHiRange());
+        fPulseWidth.push_back(thisPulse.GetHiRange() - thisPulse.GetLowRange());
+      }
+    }
+  }
+}
+
+void ANNIEEventTreeMaker::FillLAPPDHit()
+{
+  bool gotHit = m_data->Stores["ANNIEEvent"]->Get("LAPPDHits", lappdHits);
+
+  if (gotHit)
+  {
+    std::map<unsigned long, vector<LAPPDHit>>::iterator it;
+    for (it = lappdHits.begin(); it != lappdHits.end(); it++)
+    {
+      int stripno = it->first;
+      vector<LAPPDHit> stripHits = it->second;
+      for (int i = 0; i < stripHits.size(); i++)
+      {
+        LAPPDHit thisHit = stripHits.at(i);
+        LAPPDPulse p1 = thisHit.GetPulse1();
+        LAPPDPulse p2 = thisHit.GetPulse2();
+        fLAPPDHit_IDs.push_back(thisHit.GetTubeId());
+        fLAPPDHitStrip.push_back(stripno);
+        fLAPPDHitTime.push_back(thisHit.GetTime());
+        fLAPPDHitAmp.push_back(thisHit.GetCharge());
+        vector<double> position = thisHit.GetPosition();
+        /*
+        XPosTank = position.at(0);
+        YPosTank = position.at(1);
+        ZPosTank = position.at(2);*/
+        vector<double> localPosition = thisHit.GetLocalPosition();
+        fLAPPDHitParallelPos.push_back(localPosition.at(0));
+        fLAPPDHitTransversePos.push_back(localPosition.at(1));
+        // fLAPPDHitP1StartTime.push_back(thisHit.GetPulse1StartTime());
+        // fLAPPDHitP2StartTime.push_back(thisHit.GetPulse2StartTime());
+        // fLAPPDHitP1EndTime.push_back(thisHit.GetPulse1LastTime());
+        // fLAPPDHitP2EndTime.push_back(thisHit.GetPulse2LastTime());
+        // cout<<"Pulse 1 start time: "<<p1.GetLowRange()<<", Pulse 2 start time: "<<p2.GetLowRange()<<endl;
+        fLAPPDHitP1StartTime.push_back(p1.GetLowRange());
+        fLAPPDHitP2StartTime.push_back(p2.GetLowRange());
+        fLAPPDHitP1EndTime.push_back(p1.GetHiRange());
+        fLAPPDHitP2EndTime.push_back(p2.GetHiRange());
+
+        fLAPPDHitP1PeakTime.push_back(p1.GetTime());
+        fLAPPDHitP2PeakTime.push_back(p2.GetTime());
+        fLAPPDHitP1PeakAmp.push_back(p1.GetPeak());
+        fLAPPDHitP2PeakAmp.push_back(p2.GetPeak());
+
+        fLAPPDHitP1HalfHeightTime.push_back(p1.GetHalfHeightTime());
+        fLAPPDHitP2HalfHeightTime.push_back(p2.GetHalfHeightTime());
+
+        fLAPPDHitP1HalfEndTime.push_back(p1.GetHalfEndTime());
+        fLAPPDHitP2HalfEndTime.push_back(p2.GetHalfEndTime());
+
+        fLAPPDHitP1Charge.push_back(p1.GetCharge());
+        fLAPPDHitP2Charge.push_back(p2.GetCharge());
+      }
+    }
+  }
+}
+
+bool ANNIEEventTreeMaker::LoadClusterInfo()
+{
+  Log("ANNIEEventTreeMaker Tool: LoadClusterInfo", v_debug, ANNIEEventTreeMakerVerbosity);
+
+  std::map<double, std::vector<Hit>> *m_all_clusters = nullptr;
+  std::map<double, std::vector<MCHit>> *m_all_clusters_MC = nullptr;
+  std::map<double, std::vector<unsigned long>> *m_all_clusters_detkeys = nullptr;
+
+  bool get_clusters = false;
+  if (isData)
+  {
+    get_clusters = m_data->CStore.Get("ClusterMap", m_all_clusters);
+    if (!get_clusters)
+    {
+      std::cout << "ANNIEEventTreeMaker tool: No clusters found!" << std::endl;
+      return false;
+    }
+  }
+  else
+  {
+    get_clusters = m_data->CStore.Get("ClusterMapMC", m_all_clusters_MC);
+    if (!get_clusters)
+    {
+      std::cout << "ANNIEEventTreeMaker tool: No clusters found (MC)!" << std::endl;
+      return false;
+    }
+  }
+  get_clusters = m_data->CStore.Get("ClusterMapDetkey", m_all_clusters_detkeys);
+  if (!get_clusters)
+  {
+    std::cout << "ANNIEEventTreeMaker tool: No cluster detkeys found!" << std::endl;
+    return false;
+  }
+  Log("ANNIEEventTreeMaker Tool: Accessing pairs in all_clusters map", v_debug, ANNIEEventTreeMakerVerbosity);
+
+  int cluster_num = 0;
+  int cluster_size = 0;
+  if (isData)
+    cluster_size = (int)m_all_clusters->size();
+  else
+    cluster_size = (int)m_all_clusters_MC->size();
+
+  std::map<double, std::vector<Hit>>::iterator it_cluster_pair;
+  std::map<double, std::vector<MCHit>>::iterator it_cluster_pair_mc;
+  bool loop_map = true;
+  if (isData)
+    it_cluster_pair = (*m_all_clusters).begin();
+  else
+    it_cluster_pair_mc = (*m_all_clusters_MC).begin();
+  if (cluster_size == 0)
+    loop_map = false;
+
+  fNumberOfClusters = cluster_size;
+  while (loop_map)
+  {
+    if (isData)
+    {
+      std::vector<Hit> cluster_hits = it_cluster_pair->second;
+      double thisClusterTime = it_cluster_pair->first;
+      if (cluster_TankHitInfo_fill)
+      {
+        Log("ANNIEEventTreeMaker Tool: Loading tank cluster hits into cluster tree", v_debug, ANNIEEventTreeMakerVerbosity);
+        fClusterTimeV.push_back(thisClusterTime);
+        this->LoadTankClusterHits(cluster_hits);
+      }
+
+      bool good_class = this->LoadTankClusterClassifiers(it_cluster_pair->first);
+      if (!good_class)
+      {
+        if (ANNIEEventTreeMakerVerbosity > 3)
+          Log("ANNIEEventTreeMaker Tool: No cluster classifiers.  Continuing tree", v_debug, ANNIEEventTreeMakerVerbosity);
+      }
+    }
+    else
+    {
+      std::vector<MCHit> cluster_hits = it_cluster_pair_mc->second;
+      double thisClusterTime = it_cluster_pair_mc->first;
+      std::vector<unsigned long> cluster_detkeys = m_all_clusters_detkeys->at(it_cluster_pair_mc->first);
+      if (cluster_TankHitInfo_fill)
+      {
+        Log("ANNIEEventTreeMaker Tool: Loading tank cluster hits into cluster tree", v_debug, ANNIEEventTreeMakerVerbosity);
+        fClusterTimeV.push_back(thisClusterTime);
+        this->LoadTankClusterHitsMC(cluster_hits, cluster_detkeys);
+      }
+      bool good_class = this->LoadTankClusterClassifiers(it_cluster_pair_mc->first);
+      if (!good_class)
+      {
+        if (ANNIEEventTreeMakerVerbosity > 3)
+          Log("ANNIEEventTreeMaker Tool: No cluster classifiers.  Continuing tree", v_debug, ANNIEEventTreeMakerVerbosity);
+      }
+    }
+
+    if (isData)
+    {
+      it_cluster_pair++;
+      if (it_cluster_pair == (*m_all_clusters).end())
+        loop_map = false;
+    }
+    else
+    {
+      it_cluster_pair_mc++;
+      if (it_cluster_pair_mc == (*m_all_clusters_MC).end())
+        loop_map = false;
+    }
+  }
+
+  return true;
+}
+
+void ANNIEEventTreeMaker::LoadTankClusterHits(std::vector<Hit> cluster_hits)
+{
+  Position detector_center = geom->GetTankCentre();
+  double tank_center_x = detector_center.X();
+  double tank_center_y = detector_center.Y();
+  double tank_center_z = detector_center.Z();
+
+  double ClusterCharge = 0;
+  double ClusterPE = 0;
+  int ClusterHitNum = 0;
+  vector<double> HitXV;
+  vector<double> HitYV;
+  vector<double> HitZV;
+  vector<double> HitTV;
+  vector<double> HitQV;
+  vector<double> HitPEV;
+  vector<int> HitTypeV;
+  vector<int> HitDetIDV;
+  vector<int> HitChankeyV;
+  vector<int> HitCKMC;
+
+  for (int i = 0; i < (int)cluster_hits.size(); i++)
+  {
+    int channel_key = cluster_hits.at(i).GetTubeId();
+    std::map<int, double>::iterator it = ChannelKeyToSPEMap.find(channel_key);
+    if (it != ChannelKeyToSPEMap.end())
+    { // Charge to SPE conversion is available
+      Detector *this_detector = geom->ChannelToDetector(channel_key);
+      unsigned long detkey = this_detector->GetDetectorID();
+      Position det_position = this_detector->GetDetectorPosition();
+      double hit_charge = cluster_hits.at(i).GetCharge();
+      double hit_PE = hit_charge / ChannelKeyToSPEMap.at(channel_key);
+      HitXV.push_back((det_position.X() - tank_center_x));
+      HitYV.push_back((det_position.Y() - tank_center_y));
+      HitZV.push_back((det_position.Z() - tank_center_z));
+      HitQV.push_back(hit_charge);
+      HitPEV.push_back(hit_PE);
+      HitTV.push_back(cluster_hits.at(i).GetTime());
+      HitDetIDV.push_back(detkey);
+
+      HitChankeyV.push_back(channel_key);
+      HitCKMC.push_back(channel_key);
+      HitTypeV.push_back(RecoDigit::PMT8inch);
+      ClusterCharge += hit_charge;
+      ClusterPE += hit_PE;
+      ClusterHitNum += 1;
+    }
+    else
+    {
+      if (ANNIEEventTreeMakerVerbosity > 4)
+      {
+        std::cout << "FOUND A HIT FOR CHANNELKEY " << channel_key << "BUT NO CONVERSION " << "TO PE AVAILABLE.  SKIPPING PE." << std::endl;
+      }
+    }
+  }
+  fClusterHits.push_back(ClusterHitNum);
+  fClusterChargeV.push_back(ClusterCharge);
+  fClusterPEV.push_back(ClusterPE);
+
+  fCluster_HitX.push_back(HitXV);
+  fCluster_HitY.push_back(HitYV);
+  fCluster_HitZ.push_back(HitZV);
+  fCluster_HitT.push_back(HitTV);
+  fCluster_HitQ.push_back(HitQV);
+  fCluster_HitPE.push_back(HitPEV);
+  fCluster_HitType.push_back(HitTypeV);
+  fCluster_HitDetID.push_back(HitDetIDV);
+  fCluster_HitChankey.push_back(HitChankeyV);
+  fCluster_HitChankeyMC.push_back(HitCKMC);
+
+  return;
+}
+
+void ANNIEEventTreeMaker::LoadTankClusterHitsMC(std::vector<MCHit> cluster_hits, std::vector<unsigned long> cluster_detkeys)
+{
+  Position detector_center = geom->GetTankCentre();
+  double tank_center_x = detector_center.X();
+  double tank_center_y = detector_center.Y();
+  double tank_center_z = detector_center.Z();
+
+  double ClusterCharge = 0;
+  double ClusterPE = 0;
+  int ClusterHitNum = 0;
+  vector<double> HitXV;
+  vector<double> HitYV;
+  vector<double> HitZV;
+  vector<double> HitTV;
+  vector<double> HitQV;
+  vector<double> HitPEV;
+  vector<int> HitTypeV;
+  vector<int> HitDetIDV;
+  vector<int> HitChankeyV;
+  vector<int> HitCKMC;
+
+  for (int i = 0; i < (int)cluster_hits.size(); i++)
+  {
+    unsigned long detkey = cluster_detkeys.at(i);
+    int channel_key = (int)detkey;
+    int tubeid = cluster_hits.at(i).GetTubeId();
+    unsigned long utubeid = (unsigned long)tubeid;
+    int wcsimid = channelkey_to_pmtid.at(utubeid);
+    unsigned long detkey_data = pmtid_to_channelkey[wcsimid];
+    int channel_key_data = (int)detkey_data;
+    std::map<int, double>::iterator it = ChannelKeyToSPEMap.find(channel_key_data);
+    if (it != ChannelKeyToSPEMap.end())
+    { // Charge to SPE conversion is available
+      Detector *this_detector = geom->ChannelToDetector(tubeid);
+      Position det_position = this_detector->GetDetectorPosition();
+      unsigned long detkey = this_detector->GetDetectorID();
+      double hit_PE = cluster_hits.at(i).GetCharge();
+      double hit_charge = hit_PE * ChannelKeyToSPEMap.at(channel_key_data);
+      HitXV.push_back((det_position.X() - tank_center_x));
+      HitYV.push_back((det_position.Y() - tank_center_y));
+      HitZV.push_back((det_position.Z() - tank_center_z));
+      HitQV.push_back(hit_charge);
+      HitPEV.push_back(hit_PE);
+      HitTV.push_back(cluster_hits.at(i).GetTime());
+      HitDetIDV.push_back(detkey);
+      HitChankeyV.push_back(channel_key_data);
+      HitCKMC.push_back(channel_key);
+      HitTypeV.push_back(RecoDigit::PMT8inch);
+      ClusterCharge += hit_charge;
+      ClusterPE += hit_PE;
+      ClusterHitNum += 1;
+    }
+    else
+    {
+      if (ANNIEEventTreeMakerVerbosity > 4)
+      {
+        std::cout << "FOUND A HIT FOR CHANNELKEY " << channel_key_data << "(MC detkey: " << channel_key << ", chankey = " << utubeid << ", wcsimid = " << wcsimid << ") BUT NO CONVERSION " << "TO PE AVAILABLE.  SKIPPING PE." << std::endl;
+      }
+    }
+  }
+  fClusterHits.push_back(ClusterHitNum);
+  fClusterChargeV.push_back(ClusterCharge);
+  fClusterPEV.push_back(ClusterPE);
+
+  fCluster_HitX.push_back(HitXV);
+  fCluster_HitY.push_back(HitYV);
+  fCluster_HitZ.push_back(HitZV);
+  fCluster_HitT.push_back(HitTV);
+  fCluster_HitQ.push_back(HitQV);
+  fCluster_HitPE.push_back(HitPEV);
+  fCluster_HitType.push_back(HitTypeV);
+  fCluster_HitDetID.push_back(HitDetIDV);
+  fCluster_HitChankey.push_back(HitChankeyV);
+  fCluster_HitChankeyMC.push_back(HitCKMC);
+
+  return;
+}
+
+bool ANNIEEventTreeMaker::LoadTankClusterClassifiers(double cluster_time)
+{
+  // Save classifiers to ANNIEEvent
+  Log("PhaseITreeMaker tool: Getting cluster classifiers", v_debug, ANNIEEventTreeMakerVerbosity);
+  std::map<double, double> ClusterMaxPEs;
+  std::map<double, Position> ClusterChargePoints;
+  std::map<double, double> ClusterChargeBalances;
+
+  bool got_ccp = m_data->Stores.at("ANNIEEvent")->Get("ClusterChargePoints", ClusterChargePoints);
+  bool got_ccb = m_data->Stores.at("ANNIEEvent")->Get("ClusterChargeBalances", ClusterChargeBalances);
+  bool got_cmpe = m_data->Stores.at("ANNIEEvent")->Get("ClusterMaxPEs", ClusterMaxPEs);
+  bool good_classifiers = got_ccp && got_ccb && got_cmpe;
+  if (!good_classifiers)
+  {
+    Log("PhaseITreeMaker tool: One of the charge cluster classifiers is not available", v_debug, ANNIEEventTreeMakerVerbosity);
+  }
+  else
+  {
+    Log("PhaseITreeMaker tool: Setting fCluster variables to classifier parameters", v_debug, ANNIEEventTreeMakerVerbosity);
+    fClusterMaxPEV.push_back(ClusterMaxPEs.at(cluster_time));
+    Position ClusterChargePoint = ClusterChargePoints.at(cluster_time);
+    fClusterChargePointXV.push_back(ClusterChargePoint.X());
+    fClusterChargePointYV.push_back(ClusterChargePoint.Y());
+    fClusterChargePointZV.push_back(ClusterChargePoint.Z());
+    fClusterChargeBalanceV.push_back(ClusterChargeBalances.at(cluster_time));
+  }
+  return good_classifiers;
+}
+
+void ANNIEEventTreeMaker::LoadMRDCluster()
+{
+  std::vector<double> mrddigittimesthisevent;
+  std::vector<double> mrddigitchargesthisevent;
+  ;
+  std::vector<int> mrddigitpmtsthisevent;
+  std::vector<unsigned long> mrddigitchankeysthisevent;
+  std::vector<std::vector<int>> MrdTimeClusters;
+
+  bool get_clusters = m_data->CStore.Get("MrdTimeClusters", MrdTimeClusters);
+  if (!get_clusters)
+  {
+    std::cout << "ANNIEEventTreeMaker tool: No MRD clusters found! Did you run the TimeClustering tool?" << std::endl;
+    return;
+  }
+
+  int num_mrd_clusters;
+  m_data->CStore.Get("NumMrdTimeClusters", num_mrd_clusters);
+
+  if (num_mrd_clusters > 0)
+  {
+    m_data->CStore.Get("MrdDigitTimes", mrddigittimesthisevent);
+    m_data->CStore.Get("MrdDigitPmts", mrddigitpmtsthisevent);
+    m_data->CStore.Get("MrdDigitChankeys", mrddigitchankeysthisevent);
+    m_data->CStore.Get("MrdDigitCharges", mrddigitchargesthisevent);
+    m_data->CStore.Get("MrdDigitPmts", mrddigitpmtsthisevent);
+  }
+
+  std::map<unsigned long, vector<Hit>> *TDCData = nullptr;
+  std::map<unsigned long, vector<MCHit>> *TDCData_MC = nullptr;
+
+  int TrigHasVetoHit = 0;
+  bool has_tdc = false;
+  if (isData)
+    has_tdc = m_data->Stores["ANNIEEvent"]->Get("TDCData", TDCData); // a std::map<ChannelKey,vector<TDCHit>>
+  else
+    has_tdc = m_data->Stores["ANNIEEvent"]->Get("TDCData", TDCData_MC);
+  if (!has_tdc)
+  {
+    std::cout << "No TDCData store in ANNIEEvent." << std::endl;
+  }
+
+  int cluster_num = 0;
+  for (int i = 0; i < (int)MrdTimeClusters.size(); i++)
+  {
+    int tdcdata_size = (isData) ? TDCData->size() : TDCData_MC->size();
+    int fMRDClusterHits = 0;
+    if (has_tdc && tdcdata_size > 0)
+    {
+      Log("ANNIEEventTreeMaker tool: Looping over FACC/MRD hits... looking for Veto activity", v_debug, ANNIEEventTreeMakerVerbosity);
+      if (isData)
+      {
+        for (auto &&anmrdpmt : (*TDCData))
+        {
+          unsigned long chankey = anmrdpmt.first;
+          std::vector<Hit> mrdhits = anmrdpmt.second;
+          Detector *thedetector = geom->ChannelToDetector(chankey);
+          unsigned long detkey = thedetector->GetDetectorID();
+          if (thedetector->GetDetectorElement() == "Veto")
+          {
+            TrigHasVetoHit = 1; // this is a veto hit, not an MRD hit.
+            for (int j = 0; j < (int)mrdhits.size(); j++)
+            {
+              fFMVHitT.push_back(mrdhits.at(j).GetTime());
+              fFMVHitDetID.push_back(detkey);
+              fFMVHitChankey.push_back(chankey);
+              fFMVHitChankeyMC.push_back(chankey);
+            }
+          }
+        }
+      }
+      else
+      {
+        for (auto &&anmrdpmt : (*TDCData_MC))
+        {
+          unsigned long chankey = anmrdpmt.first;
+          Detector *thedetector = geom->ChannelToDetector(chankey);
+          unsigned long detkey = thedetector->GetDetectorID();
+          if (thedetector->GetDetectorElement() == "Veto")
+          {
+            TrigHasVetoHit = 1; // this is a veto hit, not an MRD hit.
+            int wcsimid = channelkey_to_faccpmtid.at(chankey) - 1;
+            unsigned long chankey_data = wcsimid;
+            std::vector<MCHit> mrdhits = anmrdpmt.second;
+            for (int j = 0; j < (int)mrdhits.size(); j++)
+            {
+              fFMVHitT.push_back(mrdhits.at(j).GetTime());
+              fFMVHitDetID.push_back(detkey);
+              fFMVHitChankey.push_back(chankey_data);
+              fFMVHitChankeyMC.push_back(chankey);
+            }
+          }
+        }
+      }
+    }
+
+    fVetoHit = TrigHasVetoHit;
+    std::vector<int> ThisClusterIndices = MrdTimeClusters.at(i);
+    for (int j = 0; j < (int)ThisClusterIndices.size(); j++)
+    {
+      Detector *thedetector = geom->ChannelToDetector(mrddigitchankeysthisevent.at(ThisClusterIndices.at(j)));
+      unsigned long detkey = thedetector->GetDetectorID();
+
+      fMRDHitT.push_back(mrddigittimesthisevent.at(ThisClusterIndices.at(j)));
+      fMRDHitClusterIndex.push_back(i);
+      fMRDHitCharge.push_back(mrddigitchargesthisevent.at(ThisClusterIndices.at(j)));
+      fMRDHitDigitPMT.push_back(mrddigitpmtsthisevent.at(ThisClusterIndices.at(j)));
+      fMRDHitDetID.push_back(detkey);
+      if (isData)
+        fMRDHitChankey.push_back(mrddigitchankeysthisevent.at(ThisClusterIndices.at(j)));
+      else
+      {
+        int wcsimid = channelkey_to_mrdpmtid.at(mrddigitchankeysthisevent.at(ThisClusterIndices.at(j))) - 1;
+        unsigned long chankey_data = mrdpmtid_to_channelkey_data[wcsimid];
+        fMRDHitChankey.push_back(chankey_data);
+      }
+      fMRDHitChankeyMC.push_back(mrddigitchankeysthisevent.at(ThisClusterIndices.at(j)));
+      fMRDClusterHits += 1;
+    }
+
+    double MRDThisClusterTime = 0;
+    double MRDThisClusterTimeSigma = 0;
+    ComputeMeanAndVariance(fMRDHitT, MRDThisClusterTime, MRDThisClusterTimeSigma);
+    // FIXME: calculate fMRDClusterTime
+
+    // Standard run level information
+    Log("ANNIEEventTreeMaker Tool: MRD cluster, Getting run level information from ANNIEEvent", v_debug, ANNIEEventTreeMakerVerbosity);
+
+    if (MRDReco_fill)
+    {
+      int ThisMRDClusterTrackNum = this->LoadMRDTrackReco(i);
+      fNumClusterTracks.push_back(ThisMRDClusterTrackNum);
+      // Get the track info
+    }
+    cluster_num++;
+
+    fMRDClusterHitNumber.push_back(fMRDClusterHits);
+    fMRDClusterTime.push_back(MRDThisClusterTime);
+    fMRDClusterTimeSigma.push_back(MRDThisClusterTimeSigma);
+  }
+  fMRDClusterNumber = cluster_num;
+  Log("ANNIEEventTreeMaker Tool: MRD cluster, Finished loading MRD cluster info", v_debug, ANNIEEventTreeMakerVerbosity);
+}
+
+int ANNIEEventTreeMaker::LoadMRDTrackReco(int SubEventID)
+{
+  std::vector<BoostStore> *theMrdTracks; // the reconstructed tracks
+  int numtracksinev;
+
+  // Check for valid track criteria
+  m_data->Stores["MRDTracks"]->Get("MRDTracks", theMrdTracks);
+  m_data->Stores["MRDTracks"]->Get("NumMrdTracks", numtracksinev);
+  // Loop over reconstructed tracks
+
+  Position StartVertex;
+  Position StopVertex;
+  double TrackLength = -9999;
+  double TrackAngle = -9999;
+  double TrackAngleError = -9999;
+  double PenetrationDepth = -9999;
+  Position MrdEntryPoint;
+  double EnergyLoss = -9999; // in MeV
+  double EnergyLossError = -9999;
+  double EntryPointRadius = -9999;
+  bool IsMrdPenetrating;
+  bool IsMrdStopped;
+  bool IsMrdSideExit;
+
+  int NumClusterTracks = 0;
+  for (int tracki = 0; tracki < numtracksinev; tracki++)
+  {
+    BoostStore *thisTrackAsBoostStore = &(theMrdTracks->at(tracki));
+    int TrackEventID = -1;
+    // get track properties that are needed for the through-going muon selection
+    thisTrackAsBoostStore->Get("MrdSubEventID", TrackEventID);
+    if (TrackEventID != SubEventID)
+      continue;
+
+    // If we're here, this track is associated with this cluster
+    thisTrackAsBoostStore->Get("StartVertex", StartVertex);
+    thisTrackAsBoostStore->Get("StopVertex", StopVertex);
+    thisTrackAsBoostStore->Get("TrackAngle", TrackAngle);
+    thisTrackAsBoostStore->Get("TrackAngleError", TrackAngleError);
+    thisTrackAsBoostStore->Get("PenetrationDepth", PenetrationDepth);
+    thisTrackAsBoostStore->Get("MrdEntryPoint", MrdEntryPoint);
+    thisTrackAsBoostStore->Get("EnergyLoss", EnergyLoss);
+    thisTrackAsBoostStore->Get("EnergyLossError", EnergyLossError);
+    thisTrackAsBoostStore->Get("IsMrdPenetrating", IsMrdPenetrating); // bool
+    thisTrackAsBoostStore->Get("IsMrdStopped", IsMrdStopped);         // bool
+    thisTrackAsBoostStore->Get("IsMrdSideExit", IsMrdSideExit);
+    TrackLength = sqrt(pow((StopVertex.X() - StartVertex.X()), 2) + pow(StopVertex.Y() - StartVertex.Y(), 2) + pow(StopVertex.Z() - StartVertex.Z(), 2)) * 100.0;
+    EntryPointRadius = sqrt(pow(MrdEntryPoint.X(), 2) + pow(MrdEntryPoint.Y(), 2)) * 100.0; // convert to cm
+    PenetrationDepth = PenetrationDepth * 100.0;
+
+    // Push back some properties
+    fMRDTrackAngle.push_back(TrackAngle);
+    fMRDTrackAngleError.push_back(TrackAngleError);
+    fMRDTrackLength.push_back(TrackLength);
+    fMRDPenetrationDepth.push_back(PenetrationDepth);
+    fMRDEntryPointRadius.push_back(EntryPointRadius);
+    fMRDEnergyLoss.push_back(EnergyLoss);
+    fMRDEnergyLossError.push_back(EnergyLossError);
+    fMRDTrackStartX.push_back(StartVertex.X());
+    fMRDTrackStartY.push_back(StartVertex.Y());
+    fMRDTrackStartZ.push_back(StartVertex.Z());
+    fMRDTrackStopX.push_back(StopVertex.X());
+    fMRDTrackStopY.push_back(StopVertex.Y());
+    fMRDTrackStopZ.push_back(StopVertex.Z());
+    fMRDStop.push_back(IsMrdStopped);
+    fMRDSide.push_back(IsMrdSideExit);
+    fMRDThrough.push_back(IsMrdPenetrating);
+    NumClusterTracks += 1;
+    fMRDClusterIndex.push_back(SubEventID);
+  }
+  return NumClusterTracks;
+}
+
+// MC and tank reco information below
+
+bool ANNIEEventTreeMaker::FillTankRecoInfo()
+{
+  bool got_reco_info = true;
+  auto *reco_event = m_data->Stores["RecoEvent"];
+  if (!reco_event)
+  {
+    Log("Error: The PhaseITreeMaker tool could not find the RecoEvent Store", v_error, ANNIEEventTreeMakerVerbosity);
+    got_reco_info = false;
+  }
+  // Read reconstructed Vertex
+  RecoVertex *recovtx = 0;
+  auto get_extendedvtx = m_data->Stores.at("RecoEvent")->Get("ExtendedVertex", recovtx);
+  if (!get_extendedvtx)
+  {
+    Log("Warning: The PhaseITreeMaker tool could not find ExtendedVertex. Continuing to build tree", v_message, ANNIEEventTreeMakerVerbosity);
+    got_reco_info = false;
+  }
+  else
+  {
+    fRecoVtxX = recovtx->GetPosition().X();
+    fRecoVtxY = recovtx->GetPosition().Y();
+    fRecoVtxZ = recovtx->GetPosition().Z();
+    fRecoVtxTime = recovtx->GetTime();
+    fRecoVtxFOM = recovtx->GetFOM();
+    fRecoDirX = recovtx->GetDirection().X();
+    fRecoDirY = recovtx->GetDirection().Y();
+    fRecoDirZ = recovtx->GetDirection().Z();
+    fRecoAngle = TMath::ACos(fRecoDirZ);
+    if (fRecoDirX > 0.0)
+    {
+      fRecoPhi = atan(fRecoDirY / fRecoDirX);
+    }
+    if (fRecoDirX < 0.0)
+    {
+      fRecoPhi = atan(fRecoDirY / fRecoDirX);
+      if (fRecoDirY > 0.0)
+        fRecoPhi += TMath::Pi();
+      if (fRecoDirY <= 0.0)
+        fRecoPhi -= TMath::Pi();
+    }
+    if (fRecoDirX == 0.0)
+    {
+      if (fRecoDirY > 0.0)
+        fRecoPhi = 0.5 * TMath::Pi();
+      else if (fRecoDirY < 0.0)
+        fRecoPhi = -0.5 * TMath::Pi();
+      else
+        fRecoPhi = 0;
+    }
+    fRecoStatus = recovtx->GetStatus();
+  }
+  return got_reco_info;
+}
+
+void ANNIEEventTreeMaker::FillRecoDebugInfo()
+{
+  // Read Seed candidates
+  std::vector<RecoVertex> *seedvtxlist = 0;
+  auto get_seedvtxlist = m_data->Stores.at("RecoEvent")->Get("vSeedVtxList", seedvtxlist); ///> Get List of seeds from "RecoEvent"
+  if (get_seedvtxlist)
+  {
+    for (auto &seed : *seedvtxlist)
+    {
+      fSeedVtxX.push_back(seed.GetPosition().X());
+      fSeedVtxY.push_back(seed.GetPosition().Y());
+      fSeedVtxZ.push_back(seed.GetPosition().Z());
+      fSeedVtxTime = seed.GetTime();
+    }
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker  Tool: No Seed List found.  Continuing to build tree ", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+  std::vector<double> *seedfomlist = 0;
+  auto get_seedfomlist = m_data->Stores.at("RecoEvent")->Get("vSeedFOMList", seedfomlist); ///> Get List of seed FOMs from "RecoEvent"
+  if (get_seedfomlist)
+  {
+    for (auto &seedFOM : *seedfomlist)
+    {
+      fSeedVtxFOM.push_back(seedFOM);
+    }
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker  Tool: No Seed FOM List found.  Continuing to build tree ", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+
+  // Read PointPosition-fitted Vertex
+  RecoVertex *pointposvtx = 0;
+  auto get_pointposdata = m_data->Stores.at("RecoEvent")->Get("PointPosition", pointposvtx);
+  if (get_pointposdata)
+  {
+    fPointPosX = pointposvtx->GetPosition().X();
+    fPointPosY = pointposvtx->GetPosition().Y();
+    fPointPosZ = pointposvtx->GetPosition().Z();
+    fPointPosTime = pointposvtx->GetTime();
+    fPointPosFOM = pointposvtx->GetFOM();
+    fPointPosStatus = pointposvtx->GetStatus();
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: No PointPosition Tool data found.  Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+
+  // Read PointDirection-fitted Vertex
+  RecoVertex *pointdirvtx = 0;
+  auto get_pointdirdata = m_data->Stores.at("RecoEvent")->Get("PointDirection", pointdirvtx);
+  if (get_pointdirdata)
+  {
+    fPointDirX = pointdirvtx->GetDirection().X();
+    fPointDirY = pointdirvtx->GetDirection().Y();
+    fPointDirZ = pointdirvtx->GetDirection().Z();
+    fPointDirTime = pointdirvtx->GetTime();
+    fPointDirFOM = pointdirvtx->GetFOM();
+    fPointDirStatus = pointdirvtx->GetStatus();
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: No PointDirection Tool data found.  Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+
+  // Read PointVertex Tool's fitted Vertex
+  RecoVertex *pointvtx = 0;
+  auto get_pointvtxdata = m_data->Stores.at("RecoEvent")->Get("PointVertex", pointvtx);
+  if (get_pointvtxdata)
+  {
+    fPointVtxPosX = pointvtx->GetPosition().X();
+    fPointVtxPosY = pointvtx->GetPosition().Y();
+    fPointVtxPosZ = pointvtx->GetPosition().Z();
+    fPointVtxDirX = pointvtx->GetDirection().X();
+    fPointVtxDirY = pointvtx->GetDirection().Y();
+    fPointVtxDirZ = pointvtx->GetDirection().Z();
+    fPointVtxTime = pointvtx->GetTime();
+    fPointVtxFOM = pointvtx->GetFOM();
+    fPointVtxStatus = pointvtx->GetStatus();
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: No PointVertex Tool data found.  Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+}
+
+bool ANNIEEventTreeMaker::FillMCTruthInfo()
+{
+  bool successful_load = true;
+  // MC entry number
+  m_data->Stores.at("ANNIEEvent")->Get("MCEventNum", fMCEventNum);
+  // MC trigger number
+  m_data->Stores.at("ANNIEEvent")->Get("MCTriggernum", fMCTriggerNum);
+  std::string logmessage = "  Retriving information for MCEntry " + to_string(fMCEventNum) +
+                           ", MCTrigger " + to_string(fMCTriggerNum) + ", EventNumber " + to_string(fEventNumber);
+  Log(logmessage, v_message, ANNIEEventTreeMakerVerbosity);
+
+  fiMCTriggerNum = (int)fMCTriggerNum;
+
+  std::map<std::string, std::vector<double>> MCNeutCap;
+  bool get_neutcap = m_data->Stores.at("ANNIEEvent")->Get("MCNeutCap", MCNeutCap);
+  if (!get_neutcap)
+  {
+    Log("ANNIEEventTreeMaker: Did not find MCNeutCap in ANNIEEvent Store!", v_warning, ANNIEEventTreeMakerVerbosity);
+  }
+  std::map<std::string, std::vector<std::vector<double>>> MCNeutCapGammas;
+  bool get_neutcap_gammas = m_data->Stores.at("ANNIEEvent")->Get("MCNeutCapGammas", MCNeutCapGammas);
+  if (!get_neutcap_gammas)
+  {
+    Log("ANNIEEventTreeMaker: Did not find MCNeutCapGammas in ANNIEEvent Store!", v_warning, ANNIEEventTreeMakerVerbosity);
+  }
+
+  for (std::map<std::string, std::vector<std::vector<double>>>::iterator it = MCNeutCapGammas.begin(); it != MCNeutCapGammas.end(); it++)
+  {
+    std::vector<std::vector<double>> mcneutgammas = it->second;
+    for (int i_cap = 0; i_cap < (int)mcneutgammas.size(); i_cap++)
+    {
+      std::vector<double> capgammas = mcneutgammas.at(i_cap);
+      if (ANNIEEventTreeMakerVerbosity > 1)
+      {
+        for (int i_gamma = 0; i_gamma < (int)capgammas.size(); i_gamma++)
+        {
+          std::cout << "gamma # " << i_gamma << ", energy: " << capgammas.at(i_gamma) << std::endl;
+        }
+      }
+    }
+  }
+
+  RecoVertex *truevtx = 0;
+  auto get_muonMC = m_data->Stores.at("RecoEvent")->Get("TrueVertex", truevtx);
+  auto get_muonMCEnergy = m_data->Stores.at("RecoEvent")->Get("TrueMuonEnergy", fTrueMuonEnergy);
+  auto get_pdg = m_data->Stores.at("RecoEvent")->Get("PdgPrimary", fTruePrimaryPdg);
+  if (get_muonMC && get_muonMCEnergy)
+  {
+    fTrueVtxX = truevtx->GetPosition().X();
+    fTrueVtxY = truevtx->GetPosition().Y();
+    fTrueVtxZ = truevtx->GetPosition().Z();
+    fTrueVtxTime = truevtx->GetTime();
+    fTrueDirX = truevtx->GetDirection().X();
+    fTrueDirY = truevtx->GetDirection().Y();
+    fTrueDirZ = truevtx->GetDirection().Z();
+    double TrueAngRad = TMath::ACos(fTrueDirZ);
+    fTrueAngle = TrueAngRad / (TMath::Pi() / 180.0); // radians->degrees
+    if (fTrueDirX > 0.0)
+    {
+      fTruePhi = atan(fTrueDirY / fTrueDirX);
+    }
+    if (fTrueDirX < 0.0)
+    {
+      fTruePhi = atan(fTrueDirY / fTrueDirX);
+      if (fTrueDirY > 0.0)
+        fTruePhi += TMath::Pi();
+      if (fTrueDirY <= 0.0)
+        fTruePhi -= TMath::Pi();
+    }
+    if (fTrueDirX == 0.0)
+    {
+      if (fTrueDirY > 0.0)
+        fTruePhi = 0.5 * TMath::Pi();
+      else if (fTrueDirY < 0.0)
+        fTruePhi = -0.5 * TMath::Pi();
+      else
+        fTruePhi = 0;
+    }
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: Missing MC Energy/Vertex info; is this MC?  Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+    successful_load = false;
+  }
+  double waterT, MRDT;
+  auto get_tankTrackLength = m_data->Stores.at("RecoEvent")->Get("TrueTrackLengthInWater", waterT);
+  auto get_MRDTrackLength = m_data->Stores.at("RecoEvent")->Get("TrueTrackLengthInMRD", MRDT);
+  if (get_tankTrackLength && get_MRDTrackLength)
+  {
+    fTrueTrackLengthInWater = waterT;
+    fTrueTrackLengthInMRD = MRDT;
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: True track lengths missing. Continuing to build tree", v_message, ANNIEEventTreeMakerVerbosity);
+    successful_load = false;
+  }
+
+  bool IsMultiRing = false;
+  bool get_multi = m_data->Stores.at("RecoEvent")->Get("MCMultiRingEvent", IsMultiRing);
+  if (get_multi)
+  {
+    fTrueMultiRing = (IsMultiRing) ? 1 : 0;
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: True Multi Ring information missing. Continuing to build tree", v_message, ANNIEEventTreeMakerVerbosity);
+    successful_load = false;
+  }
+
+  std::vector<int> primary_pdgs;
+  bool has_primaries = m_data->Stores.at("RecoEvent")->Get("PrimaryPdgs", primary_pdgs);
+  if (has_primaries)
+  {
+    for (int i_part = 0; i_part < (int)primary_pdgs.size(); i_part++)
+    {
+      fTruePrimaryPdgs->push_back(primary_pdgs.at(i_part));
+    }
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: Primary Pdgs information missing. Continuing to build tree", v_message, ANNIEEventTreeMakerVerbosity);
+    successful_load = false;
+  }
+
+  int pi0count, pipcount, pimcount, K0count, Kpcount, Kmcount;
+  auto get_pi0 = m_data->Stores.at("RecoEvent")->Get("MCPi0Count", pi0count);
+  auto get_pim = m_data->Stores.at("RecoEvent")->Get("MCPiMinusCount", pimcount);
+  auto get_pip = m_data->Stores.at("RecoEvent")->Get("MCPiPlusCount", pipcount);
+  auto get_k0 = m_data->Stores.at("RecoEvent")->Get("MCK0Count", K0count);
+  auto get_km = m_data->Stores.at("RecoEvent")->Get("MCKMinusCount", Kmcount);
+  auto get_kp = m_data->Stores.at("RecoEvent")->Get("MCKPlusCount", Kpcount);
+  if (get_pi0 && get_pim && get_pip && get_k0 && get_km && get_kp)
+  {
+    // set values in tree to thouse grabbed from the RecoEvent Store
+    fPi0Count = pi0count;
+    fPiPlusCount = pipcount;
+    fPiMinusCount = pimcount;
+    fK0Count = K0count;
+    fKPlusCount = Kpcount;
+    fKMinusCount = Kmcount;
+  }
+  else
+  {
+    Log("ANNIEEventTreeMaker Tool: Missing MC Pion/Kaon count information. Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+    successful_load = false;
+  }
+
+  if (MCNeutCap.count("CaptVtxX") > 0)
+  {
+    std::vector<double> n_vtxx = MCNeutCap["CaptVtxX"];
+    std::vector<double> n_vtxy = MCNeutCap["CaptVtxY"];
+    std::vector<double> n_vtxz = MCNeutCap["CaptVtxZ"];
+    std::vector<double> n_parent = MCNeutCap["CaptParent"];
+    std::vector<double> n_ngamma = MCNeutCap["CaptNGamma"];
+    std::vector<double> n_totale = MCNeutCap["CaptTotalE"];
+    std::vector<double> n_time = MCNeutCap["CaptTime"];
+    std::vector<double> n_nuc = MCNeutCap["CaptNucleus"];
+
+    for (int i_cap = 0; i_cap < (int)n_vtxx.size(); i_cap++)
+    {
+      fTrueNeutCapVtxX->push_back(n_vtxx.at(i_cap));
+      fTrueNeutCapVtxY->push_back(n_vtxy.at(i_cap));
+      fTrueNeutCapVtxZ->push_back(n_vtxz.at(i_cap));
+      fTrueNeutCapNucleus->push_back(n_nuc.at(i_cap));
+      fTrueNeutCapTime->push_back(n_time.at(i_cap));
+      fTrueNeutCapGammas->push_back(n_ngamma.at(i_cap));
+      fTrueNeutCapE->push_back(n_totale.at(i_cap));
+    }
+  }
+
+  if (ANNIEEventTreeMakerVerbosity > 1)
+    std::cout << "MCNeutCapGammas count CaptGammas: " << MCNeutCapGammas.count("CaptGammas") << std::endl;
+  if (MCNeutCapGammas.count("CaptGammas") > 0)
+  {
+    std::vector<std::vector<double>> cap_energies = MCNeutCapGammas["CaptGammas"];
+    if (ANNIEEventTreeMakerVerbosity > 1)
+      std::cout << "cap_energies size: " << cap_energies.size() << std::endl;
+    for (int i_cap = 0; i_cap < (int)cap_energies.size(); i_cap++)
+    {
+      for (int i_gamma = 0; i_gamma < cap_energies.at(i_cap).size(); i_gamma++)
+      {
+        if (ANNIEEventTreeMakerVerbosity > 1)
+          std::cout << "gamma energy: " << cap_energies.at(i_cap).at(i_gamma) << std::endl;
+        fTrueNeutCapGammaE->push_back(cap_energies.at(i_cap).at(i_gamma));
+      }
+    }
+  }
+
+  // Load genie information
+  if (hasGenie)
+  {
+    double TrueNeutrinoEnergy, TrueQ2, TrueNuIntxVtx_X, TrueNuIntxVtx_Y, TrueNuIntxVtx_Z, TrueNuIntxVtx_T;
+    double TrueFSLeptonMass, TrueFSLeptonEnergy, TrueFSLeptonTime;
+    bool TrueCC, TrueNC, TrueQEL, TrueDIS, TrueCOH, TrueMEC, TrueRES;
+    int fsNeutrons, fsProtons, fsPi0, fsPiPlus, fsPiPlusCher, fsPiMinus, fsPiMinusCher;
+    int fsKPlus, fsKPlusCher, fsKMinus, fsKMinusCher, TrueNuPDG, TrueFSLeptonPdg;
+    Position TrueFSLeptonVtx;
+    Direction TrueFSLeptonMomentum;
+    Direction TrueNeutrinoMomentum;
+    bool get_neutrino_energy = m_data->Stores["GenieInfo"]->Get("NeutrinoEnergy", TrueNeutrinoEnergy);
+    bool get_neutrino_mom = m_data->Stores["GenieInfo"]->Get("NeutrinoMomentum", TrueNeutrinoMomentum);
+    bool get_neutrino_vtxx = m_data->Stores["GenieInfo"]->Get("NuIntxVtx_X", TrueNuIntxVtx_X);
+    bool get_neutrino_vtxy = m_data->Stores["GenieInfo"]->Get("NuIntxVtx_Y", TrueNuIntxVtx_Y);
+    bool get_neutrino_vtxz = m_data->Stores["GenieInfo"]->Get("NuIntxVtx_Z", TrueNuIntxVtx_Z);
+    bool get_neutrino_vtxt = m_data->Stores["GenieInfo"]->Get("NuIntxVtx_T", TrueNuIntxVtx_T);
+    bool get_q2 = m_data->Stores["GenieInfo"]->Get("EventQ2", TrueQ2);
+    bool get_cc = m_data->Stores["GenieInfo"]->Get("IsWeakCC", TrueCC);
+    bool get_nc = m_data->Stores["GenieInfo"]->Get("IsWeakNC", TrueNC);
+    bool get_qel = m_data->Stores["GenieInfo"]->Get("IsQuasiElastic", TrueQEL);
+    bool get_res = m_data->Stores["GenieInfo"]->Get("IsResonant", TrueRES);
+    bool get_dis = m_data->Stores["GenieInfo"]->Get("IsDeepInelastic", TrueDIS);
+    bool get_coh = m_data->Stores["GenieInfo"]->Get("IsCoherent", TrueCOH);
+    bool get_mec = m_data->Stores["GenieInfo"]->Get("IsMEC", TrueMEC);
+    bool get_n = m_data->Stores["GenieInfo"]->Get("NumFSNeutrons", fsNeutrons);
+    bool get_p = m_data->Stores["GenieInfo"]->Get("NumFSProtons", fsProtons);
+    bool get_pi0 = m_data->Stores["GenieInfo"]->Get("NumFSPi0", fsPi0);
+    bool get_piplus = m_data->Stores["GenieInfo"]->Get("NumFSPiPlus", fsPiPlus);
+    bool get_pipluscher = m_data->Stores["GenieInfo"]->Get("NumFSPiPlusCher", fsPiPlusCher);
+    bool get_piminus = m_data->Stores["GenieInfo"]->Get("NumFSPiMinus", fsPiMinus);
+    bool get_piminuscher = m_data->Stores["GenieInfo"]->Get("NumFSPiMinusCher", fsPiMinusCher);
+    bool get_kplus = m_data->Stores["GenieInfo"]->Get("NumFSKPlus", fsKPlus);
+    bool get_kpluscher = m_data->Stores["GenieInfo"]->Get("NumFSKPlusCher", fsKPlusCher);
+    bool get_kminus = m_data->Stores["GenieInfo"]->Get("NumFSKMinus", fsKMinus);
+    bool get_kminuscher = m_data->Stores["GenieInfo"]->Get("NumFSKMinusCher", fsKMinusCher);
+    bool get_fsl_vtx = m_data->Stores["GenieInfo"]->Get("FSLeptonVertex", TrueFSLeptonVtx);
+    bool get_fsl_momentum = m_data->Stores["GenieInfo"]->Get("FSLeptonMomentum", TrueFSLeptonMomentum);
+    bool get_fsl_time = m_data->Stores["GenieInfo"]->Get("FSLeptonTime", TrueFSLeptonTime);
+    bool get_fsl_mass = m_data->Stores["GenieInfo"]->Get("FSLeptonMass", TrueFSLeptonMass);
+    bool get_fsl_pdg = m_data->Stores["GenieInfo"]->Get("FSLeptonPdg", TrueFSLeptonPdg);
+    bool get_fsl_energy = m_data->Stores["GenieInfo"]->Get("FSLeptonEnergy", TrueFSLeptonEnergy);
+    if (ANNIEEventTreeMakerVerbosity > 1)
+    {
+      std::cout << "get_neutrino_energy: " << get_neutrino_energy << "get_neutrino_vtxx: " << get_neutrino_vtxx << "get_neutrino_vtxy: " << get_neutrino_vtxy << "get_neutrino_vtxz: " << get_neutrino_vtxz << "get_neutrino_time: " << get_neutrino_vtxt << std::endl;
+      std::cout << "get_q2: " << get_q2 << ", get_cc: " << get_cc << ", get_qel: " << get_qel << ", get_res: " << get_res << ", get_dis: " << get_dis << ", get_coh: " << get_coh << ", get_mec: " << get_mec << std::endl;
+      std::cout << "get_n: " << get_n << ", get_p: " << get_p << ", get_pi0: " << get_pi0 << ", get_piplus: " << get_piplus << ", get_pipluscher: " << get_pipluscher << ", get_piminus: " << get_piminus << ", get_piminuscher: " << get_piminuscher << ", get_kplus: " << get_kplus << ", get_kpluscher: " << get_kpluscher << ", get_kminus: " << get_kminus << ", get_kminuscher: " << get_kminuscher << std::endl;
+      std::cout << "get_fsl_vtx: " << get_fsl_vtx << ", get_fsl_momentum: " << get_fsl_momentum << ", get_fsl_time: " << get_fsl_time << ", get_fsl_mass: " << get_fsl_mass << ", get_fsl_pdg: " << get_fsl_pdg << ", get_fsl_energy: " << get_fsl_energy << std::endl;
+    }
+    if (get_neutrino_energy && get_neutrino_mom && get_neutrino_vtxx && get_neutrino_vtxy && get_neutrino_vtxz && get_neutrino_vtxt && get_q2 && get_cc && get_nc && get_qel && get_res && get_dis && get_coh && get_mec && get_n && get_p && get_pi0 && get_piplus && get_pipluscher && get_piminus && get_piminuscher && get_kplus && get_kpluscher && get_kminus && get_kminuscher && get_fsl_vtx && get_fsl_momentum && get_fsl_time && get_fsl_mass && get_fsl_pdg && get_fsl_energy)
+    {
+      fTrueNeutrinoEnergy = TrueNeutrinoEnergy;
+      fTrueNeutrinoMomentum_X = TrueNeutrinoMomentum.X();
+      fTrueNeutrinoMomentum_Y = TrueNeutrinoMomentum.Y();
+      fTrueNeutrinoMomentum_Z = TrueNeutrinoMomentum.Z();
+      fTrueNuIntxVtx_X = TrueNuIntxVtx_X;
+      fTrueNuIntxVtx_Y = TrueNuIntxVtx_Y;
+      fTrueNuIntxVtx_Z = TrueNuIntxVtx_Z;
+      fTrueNuIntxVtx_T = TrueNuIntxVtx_T;
+      fTrueFSLVtx_X = TrueFSLeptonVtx.X();
+      fTrueFSLVtx_Y = TrueFSLeptonVtx.Y();
+      fTrueFSLVtx_Z = TrueFSLeptonVtx.Z();
+      fTrueFSLMomentum_X = TrueFSLeptonMomentum.X();
+      fTrueFSLMomentum_Y = TrueFSLeptonMomentum.Y();
+      fTrueFSLMomentum_Z = TrueFSLeptonMomentum.Z();
+      fTrueFSLTime = TrueFSLeptonTime;
+      fTrueFSLMass = TrueFSLeptonMass;
+      fTrueFSLPdg = TrueFSLeptonPdg;
+      fTrueFSLEnergy = TrueFSLeptonEnergy;
+      fTrueQ2 = TrueQ2;
+      fTrueCC = (TrueCC) ? 1 : 0;
+      fTrueNC = (TrueNC) ? 1 : 0;
+      fTrueQEL = (TrueQEL) ? 1 : 0;
+      fTrueRES = (TrueRES) ? 1 : 0;
+      fTrueDIS = (TrueDIS) ? 1 : 0;
+      fTrueCOH = (TrueCOH) ? 1 : 0;
+      fTrueMEC = (TrueMEC) ? 1 : 0;
+      fTrueNeutrons = fsNeutrons;
+      fTrueProtons = fsProtons;
+      fTruePi0 = fsPi0;
+      fTruePiPlus = fsPiPlus;
+      fTruePiPlusCher = fsPiPlusCher;
+      fTruePiMinus = fsPiMinus;
+      fTruePiMinusCher = fsPiMinusCher;
+      fTrueKPlus = fsKPlus;
+      fTrueKPlusCher = fsKPlusCher;
+      fTrueKMinus = fsKMinus;
+      fTrueKMinusCher = fsKMinusCher;
+    }
+    else
+    {
+      Log("ANNIEEventTreeMaker tool: Did not find GENIE information. Continuing building remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+      successful_load = false;
+    }
+  } // end if hasGenie
+
+  return successful_load;
+}
+
+void ANNIEEventTreeMaker::FillTruthRecoDiffInfo(bool successful_mcload, bool successful_recoload)
+{
+  if (!successful_mcload || !successful_recoload)
+  {
+    Log("ANNIEEventTreeMaker Tool: Error loading True Muon Vertex or Extended Vertex information.  Continuing to build remaining tree", v_message, ANNIEEventTreeMakerVerbosity);
+  }
+  else
+  {
+    // Make sure MCTruth Information is loaded from store
+    // Let's fill in stuff from the RecoSummary
+    fDeltaVtxX = fRecoVtxX - fTrueVtxX;
+    fDeltaVtxY = fRecoVtxY - fTrueVtxY;
+    fDeltaVtxZ = fRecoVtxZ - fTrueVtxZ;
+    fDeltaVtxT = fRecoVtxTime - fTrueVtxTime;
+    fDeltaVtxR = sqrt(pow(fDeltaVtxX, 2) + pow(fDeltaVtxY, 2) + pow(fDeltaVtxZ, 2));
+    fDeltaParallel = fDeltaVtxX * fRecoDirX + fDeltaVtxY * fRecoDirY + fDeltaVtxZ * fRecoDirZ;
+    fDeltaPerpendicular = sqrt(pow(fDeltaVtxR, 2) - pow(fDeltaParallel, 2));
+    fDeltaAzimuth = (fRecoAngle - fTrueAngle) / (TMath::Pi() / 180.0);
+    fDeltaZenith = (fRecoPhi - fTruePhi) / (TMath::Pi() / 180.0);
+    double cosphi = fTrueDirX * fRecoDirX + fTrueDirY * fRecoDirY + fTrueDirZ * fRecoDirZ;
+    double phi = TMath::ACos(cosphi);              // radians
+    double TheAngle = phi / (TMath::Pi() / 180.0); // radians->degrees
+    fDeltaAngle = TheAngle;
+  }
+}
+
+void ANNIEEventTreeMaker::RecoSummary()
+{
+
+  // get reconstruction output
+  double dx = fRecoVtxX - fTrueVtxX;
+  double dy = fRecoVtxY - fTrueVtxY;
+  double dz = fRecoVtxZ - fTrueVtxZ;
+  double dt = fRecoVtxTime - fTrueVtxTime;
+  double deltaR = sqrt(dx * dx + dy * dy + dz * dz);
+  double cosphi = 0., phi = 0., DeltaAngle = 0.;
+  cosphi = fTrueDirX * fRecoDirX + fTrueDirY * fRecoDirY + fTrueDirZ * fRecoDirZ;
+  phi = TMath::ACos(cosphi);                // radians
+  DeltaAngle = phi / (TMath::Pi() / 180.0); // radians->degrees
+  std::cout << "============================================================================" << std::endl;
+  std::cout << " Event number " << fEventNumber << std::endl;
+  std::cout << "  trueVtx=(" << fTrueVtxX << ", " << fTrueVtxY << ", " << fTrueVtxZ << ", " << fTrueVtxTime << std::endl
+            << " TrueMuonEnergy= " << fTrueMuonEnergy << " Primary Pdg = " << fTruePrimaryPdg << std::endl
+            << "           " << fTrueDirX << ", " << fTrueDirY << ", " << fTrueDirZ << ") " << std::endl;
+  std::cout << "  recoVtx=(" << fRecoVtxX << ", " << fRecoVtxY << ", " << fRecoVtxZ << ", " << fRecoVtxTime << std::endl
+            << "           " << fRecoDirX << ", " << fRecoDirY << ", " << fRecoDirZ << ") " << std::endl;
+  std::cout << "  DeltaR = " << deltaR << "[cm]" << "\t" << "  DeltaAngle = " << DeltaAngle << " [degree]" << std::endl;
+  std::cout << "  FOM = " << fRecoVtxFOM << std::endl;
+  std::cout << "  RecoStatus = " << fRecoStatus << std::endl;
+  std::cout << std::endl;
+}
+
+void ANNIEEventTreeMaker::FillLAPPDWaveform()
+{
+  // Log("ANNIEEventTreeMaker: Filling LAPPD Waveform", 0, ANNIEEventTreeMakerVerbosity);
+
+  fLAPPDWaveforms = std::vector<std::vector<double>>(60 * 3, std::vector<double>(256, 0.0));
+
+  // m_data->Stores["ANNIEEvent"]->Print(false);
+
+  // cout<<"LAPPDWaveformInputLabel: "<<LAPPDWaveformInputLabel<<endl;
+
+  std::map<unsigned long, vector<Waveform<double>>> lappdData; // waveform data
+  m_data->Stores["ANNIEEvent"]->Get(LAPPDWaveformInputLabel, lappdData);
+
+  std::map<unsigned long, vector<Waveform<double>>>::iterator it;
+  for (it = lappdData.begin(); it != lappdData.end(); it++)
+  {
+
+    // get the waveforms from channel number
+    unsigned long channel = it->first;
+    channel = channel % 1000 + 1000;
+    if ((channel % 1000) % 30 == 5)
+      continue;
+    Waveform<double> waveforms = it->second.at(0);
+    vector<double> wav = *waveforms.GetSamples();
+    vector<double> wave = wav;
+    if (wave.size() != 256)
+    {
+      cout << "ANNIEEventTreeMaker: Found a bug waveform at channel " << channel << ", size is " << wave.size() << endl;
+      continue;
+    }
+
+    for (int i = 0; i < wave.size(); i++)
+    {
+      wave.at(i) = -wave.at(i);
+    }
+
+    int LAPPD_ID = static_cast<int>((channel - 1000) / 60);
+    Channel *chan = geom->GetChannel(channel);
+    int stripno = chan->GetStripNum();
+    int stripSide = chan->GetStripSide();
+
+    // fill this waveform to fLAPPDWaveforms[LAPPD_ID][stripno+stripSide*30][n]
+    for (int n = 0; n < 256; n++)
+    {
+      fLAPPDWaveforms[LAPPD_ID * 60 + stripno + stripSide * 30][n] = wave.at(n);
+    }
+  }
+}
+
+void ANNIEEventTreeMaker::FillLAPPDMCHitInfo()
+{
+  std::map<unsigned long, std::vector<MCLAPPDHit>> *MCLAPPDHits = nullptr;
+  m_data->Stores.at("ANNIEEvent")->Get("MCLAPPDHits", MCLAPPDHits);
+
+  int HitCount = MCLAPPDHits->size();
+  Log("ANNIEEventTreeMaker: Filling LAPPD MC Hit Info, got " + to_string(HitCount) + " MC hits", v_message, ANNIEEventTreeMakerVerbosity);
+
+  Position detector_center = geom->GetTankCentre();
+  double tank_center_x = detector_center.X();
+  double tank_center_y = detector_center.Y();
+  double tank_center_z = detector_center.Z();
+
+  for (std::pair<unsigned long, std::vector<MCLAPPDHit>> &&apair : *MCLAPPDHits)
+  {
+    unsigned long chankey = apair.first;
+    std::vector<MCLAPPDHit> hits = apair.second;
+
+    for (MCLAPPDHit &ahit : hits)
+    {
+      std::vector<double> pos = ahit.GetPosition();
+      double x = pos.at(0) - tank_center_x;
+      double y = pos.at(1) - tank_center_y;
+      double z = pos.at(2) - tank_center_z;
+
+      std::vector<double> local_pos = ahit.GetLocalPosition();
+      // double local_x = local_pos.at(1);
+      // double local_y = local_pos.at(0);
+      double parallel = local_pos.at(0);
+      double transverse = local_pos.at(1);
+
+      int tubeID = ahit.GetTubeId();
+      double hitTime = ahit.GetTime();
+      double hitCharge = ahit.GetCharge();
+
+      fLAPPDMCHitTubeIDs.push_back(tubeID);
+      fLAPPDMCHitChankeys.push_back(chankey);
+      fLAPPDMCHitTime.push_back(hitTime);
+      fLAPPDMCHitCharge.push_back(hitCharge);
+      fLAPPDMCHitX.push_back(x);
+      fLAPPDMCHitY.push_back(y);
+      fLAPPDMCHitZ.push_back(z);
+      fLAPPDMCHitParallelPos.push_back(parallel);
+      fLAPPDMCHitTransversePos.push_back(transverse);
+    }
+  }
+}
\ No newline at end of file
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
new file mode 100644
index 000000000..c6243def4
--- /dev/null
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -0,0 +1,572 @@
+#ifndef ANNIEEventTreeMaker_H
+#define ANNIEEventTreeMaker_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+// ROOT includes
+#include "TApplication.h"
+#include <Math/PxPyPzE4D.h>
+#include <Math/LorentzVector.h>
+#include "TFile.h"
+#include "TTree.h"
+#include "TH1D.h"
+#include "TMath.h"
+#include "ADCPulse.h"
+#include "Waveform.h"
+#include "CalibratedADCWaveform.h"
+#include "Hit.h"
+#include "RecoDigit.h"
+#include "ANNIEalgorithms.h"
+#include "TimeClass.h"
+#include "BeamStatus.h"
+#include "PsecData.h"
+#include "LAPPDPulse.h"
+#include "LAPPDHit.h"
+#include "Geometry.h"
+
+/**
+ * \class ANNIEEventTreeMaker
+ *
+ *
+ * $Author: Yue Feng $
+ * $Date: 2024/8 $
+ * Contact: yuef@iastate.edu
+ */
+class ANNIEEventTreeMaker : public Tool
+{
+
+public:
+    ANNIEEventTreeMaker();                                    ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+
+    bool LoadEventInfo();
+    void LoadBeamInfo();
+
+    void LoadRWMBRFInfo();
+
+    void LoadAllTankHits();
+    void LoadSiPMHits();
+
+    void LoadLAPPDInfo();
+    void FillLAPPDInfo();
+    void FillLAPPDHit();
+    void FillLAPPDPulse();
+
+    bool LoadClusterInfo();
+
+    void LoadMRDCluster();
+
+    void LoadMRDInfo();
+    void LoadLAPPDRecoInfo();
+    void FillLAPPDRecoInfo();
+    void FillLAPPDWaveform();
+    void FillLAPPDMCHitInfo();
+
+    bool FillMCTruthInfo();
+    bool FillTankRecoInfo();
+    int LoadMRDTrackReco(int SubEventNumber);
+    void LoadAllMRDHits(bool isData);
+    void FillRecoDebugInfo();
+    void FillTruthRecoDiffInfo(bool got_mc, bool got_reco);
+
+    void RecoSummary();
+    void LoadTankClusterHits(std::vector<Hit> cluster_hits);
+    void LoadTankClusterHitsMC(std::vector<MCHit> cluster_hits, std::vector<unsigned long> cluster_detkeys);
+    bool LoadTankClusterClassifiers(double cluster_time);
+
+    void ResetVariables();
+
+private:
+    // General variables
+    bool isData = 1;
+    bool hasGenie;
+
+    int ANNIEEventTreeMakerVerbosity = 0;
+    int v_error = 0;
+    int v_warning = 1;
+    int v_message = 2;
+    int v_debug = 3;
+
+    int EventNumberIndex = 0;
+
+    // What events will be filled - Triggers
+    bool fillAllTriggers; // if true, fill all events with any major trigger
+    // if fillAllTriggers = false:
+    bool fill_singleTrigger; // if true, only fill events with selected trigger, for example 14
+    int fill_singleTriggerWord;
+    // if fillAllTriggers = false and fill_singleTrigger = false:
+    vector<int> fill_TriggerWord; // fill events with any of these triggers in this vector
+
+    // What events will be filled - status
+    bool fillCleanEventsOnly = 0; // Only output events not flagged by EventSelector tool
+    bool fillLAPPDEventsOnly = 0; // Only fill events with LAPPD data
+
+    // What information will be filled
+    bool TankHitInfo_fill = 1;
+    bool TankCluster_fill = 1;
+    bool cluster_TankHitInfo_fill = 1;
+    bool MRDHitInfo_fill = 1;
+    bool LAPPDData_fill = 1;
+    bool RWMBRF_fill = 1;
+    bool LAPPD_PPS_fill = 1;
+    bool LAPPD_Waveform_fill = 1;
+    bool LAPPD_MC_fill = 0;
+
+    // What reco information will be filled
+    bool MCTruth_fill = 0; // Output the MC truth information
+    bool TankReco_fill = 0;
+    bool MRDReco_fill = 1;
+    bool RecoDebug_fill = 0;         // Outputs results of Reconstruction at each step (best fits, FOMs, etc.)
+    bool muonTruthRecoDiff_fill = 0; // Output difference in tmuonruth and reconstructed values
+    bool SiPMPulseInfo_fill = 0;
+    bool LAPPDReco_fill = 1;
+    bool BeamInfo_fill = 1;
+
+    TFile *fOutput_tfile = nullptr;
+    TTree *fANNIETree = nullptr;
+    Geometry *geom = nullptr;
+
+    int processedEvents = 0;
+
+    // Variables for filling the tree
+
+    // EventInfo
+    int fRunNumber;
+    int fSubrunNumber;
+    int fPartFileNumber;
+    int fRunType = 0;
+    int fEventNumber;
+    int fPrimaryTriggerWord;
+    int trigword;
+    uint64_t fPrimaryTriggerTime;
+    vector<uint64_t> fGroupedTriggerTime;
+    vector<uint32_t> fGroupedTriggerWord;
+    int fTriggerword;
+    int fExtended;
+    int fTankMRDCoinc;
+    int fNoVeto;
+    int fHasTank;
+    int fHasMRD;
+    int fHasLAPPD;
+    std::string fMRDTriggerType;
+    int fMRDTriggerTypeInt;
+
+    ULong64_t fEventTimeTank;
+    ULong64_t fEventTimeMRD;
+
+    // beam information
+    double fPot;
+    int fBeamok;
+    double beam_E_TOR860;
+    double beam_E_TOR875;
+    double beam_THCURR;
+    double beam_BTJT2;
+    double beam_HP875;
+    double beam_VP875;
+    double beam_HPTG1;
+    double beam_VPTG1;
+    double beam_HPTG2;
+    double beam_VPTG2;
+    double beam_BTH2T2;
+    uint64_t fBeamInfoTime;
+    int64_t fBeamInfoTimeToTriggerDiff;
+
+    // RWM and BRF information
+    double fRWMRisingStart; // start of the rising of the waveform
+    double fRWMRisingEnd;   // maximum of the rising of the waveform
+    double fRWMHalfRising;  // half of the rising of the waveform, from start to maximum
+    double fRWMFHWM;        // full width at half maximum of the waveform
+    double fRWMFirstPeak;   // first peak of the waveform
+
+    double fBRFFirstPeak;    // first peak of the waveform
+    double fBRFAveragePeak;  // average peak of the waveform
+    double fBRFFirstPeakFit; // first peak of the waveform, Gaussian fit
+
+    // TankHitInfo_fill
+    int fNHits = 0;
+    std::vector<int> fIsFiltered;
+    std::vector<double> fHitX;
+    std::vector<double> fHitY;
+    std::vector<double> fHitZ;
+    std::vector<double> fHitT;
+    std::vector<double> fHitQ;
+    std::vector<double> fHitPE;
+    std::vector<int> fHitType;
+    std::vector<int> fHitDetID;
+    std::vector<int> fHitChankey;
+    std::vector<int> fHitChankeyMC;
+
+    // SiPMPulseInfo_fill
+    int fSiPM1NPulses;
+    int fSiPM2NPulses;
+    std::vector<double> fSiPMHitQ;
+    std::vector<double> fSiPMHitT;
+    std::vector<double> fSiPMHitAmplitude;
+    std::vector<double> fSiPMNum;
+
+    // LAPPDData_fill
+    int fLAPPD_Count;
+    vector<int> fLAPPD_ID;
+    vector<uint64_t> fLAPPD_Beamgate_ns;
+    vector<uint64_t> fLAPPD_Timestamp_ns;
+    vector<uint64_t> fLAPPD_Beamgate_Raw;
+    vector<uint64_t> fLAPPD_Timestamp_Raw;
+    vector<uint64_t> fLAPPD_Offset;
+    vector<int> fLAPPD_TSCorrection;
+    vector<int> fLAPPD_BGCorrection;
+    vector<int> fLAPPD_OSInMinusPS;
+    vector<uint64_t> fLAPPD_BGPPSBefore;
+    vector<uint64_t> fLAPPD_BGPPSAfter;
+    vector<uint64_t> fLAPPD_BGPPSDiff;
+    vector<int> fLAPPD_BGPPSMissing;
+    vector<uint64_t> fLAPPD_TSPPSBefore;
+    vector<uint64_t> fLAPPD_TSPPSAfter;
+    vector<uint64_t> fLAPPD_TSPPSDiff;
+    vector<int> fLAPPD_TSPPSMissing;
+    vector<int> fLAPPD_BG_switchBit0;
+    vector<int> fLAPPD_BG_switchBit1;
+
+    // LAPPD Reco Fill
+    vector<uint64_t> fLAPPDPulseTimeStampUL;
+    vector<uint64_t> fLAPPDPulseBeamgateUL;
+    vector<int> fLAPPD_IDs;
+    vector<int> fChannelID;
+    vector<double> fPulsePeakTime;
+    vector<double> fPulseHalfHeightTime;
+    vector<double> fPulseCharge;
+    vector<double> fPulsePeakAmp;
+    vector<double> fPulseStart;
+    vector<double> fPulseEnd;
+    vector<double> fPulseWidth;
+    vector<int> fPulseSide;
+    vector<int> fPulseStripNum;
+    std::map<int, double> fChannelBaseline;
+
+    vector<uint64_t> fLAPPDHitTimeStampUL;
+    vector<uint64_t> fLAPPDHitBeamgateUL;
+    vector<int> fLAPPDHit_IDs;
+    vector<int> fLAPPDHitChannel;
+    vector<int> fLAPPDHitStrip;
+    vector<double> fLAPPDHitTime;
+    vector<double> fLAPPDHitAmp;
+    vector<double> fLAPPDHitParallelPos;
+    vector<double> fLAPPDHitTransversePos;
+    vector<double> fLAPPDHitP1StartTime;
+    vector<double> fLAPPDHitP2StartTime;
+    vector<double> fLAPPDHitP1EndTime;
+    vector<double> fLAPPDHitP2EndTime;
+    vector<double> fLAPPDHitP1PeakTime;
+    vector<double> fLAPPDHitP2PeakTime;
+    vector<double> fLAPPDHitP1PeakAmp;
+    vector<double> fLAPPDHitP2PeakAmp;
+    vector<double> fLAPPDHitP1HalfHeightTime;
+    vector<double> fLAPPDHitP2HalfHeightTime;
+    vector<double> fLAPPDHitP1HalfEndTime;
+    vector<double> fLAPPDHitP2HalfEndTime;
+    vector<double> fLAPPDHitP1Charge;
+    vector<double> fLAPPDHitP2Charge;
+
+    // waveform
+    vector<int> LAPPDWaveformChankey;
+    vector<double> waveformMaxValue;
+    vector<double> waveformRMSValue;
+    vector<bool> waveformMaxFoundNear;
+    vector<double> waveformMaxNearingValue;
+    vector<int> waveformMaxTimeBinValue;
+
+    // LAPPD waveform Fill
+    string LAPPDWaveformInputLabel;
+    vector<vector<double>> fLAPPDWaveforms;
+
+    // LAPPD MC Hit info, loaded from WCSim
+    vector<int> fLAPPDMCHitTubeIDs;
+    vector<unsigned long> fLAPPDMCHitChankeys;
+    vector<double> fLAPPDMCHitTime;
+    vector<double> fLAPPDMCHitCharge;
+    vector<double> fLAPPDMCHitX;
+    vector<double> fLAPPDMCHitY;
+    vector<double> fLAPPDMCHitZ;
+    vector<double> fLAPPDMCHitParallelPos;
+    vector<double> fLAPPDMCHitTransversePos;
+
+    // finished ****************************************************
+
+    // tank cluster information
+
+    int fNumberOfClusters; // how many clusters in this event
+    // vector<int> fClusterIndex; // index of which cluster this data belongs to
+    vector<int> fClusterHits; // how many hits in this cluster
+    vector<double> fClusterChargeV;
+    vector<double> fClusterTimeV;
+    vector<double> fClusterPEV;
+
+    vector<vector<double>> fCluster_HitX; // each vector is a cluster, each element is a hit in that cluster
+    vector<vector<double>> fCluster_HitY;
+    vector<vector<double>> fCluster_HitZ;
+    vector<vector<double>> fCluster_HitT;
+    vector<vector<double>> fCluster_HitQ;
+    vector<vector<double>> fCluster_HitPE;
+    vector<vector<int>> fCluster_HitType;
+    vector<vector<int>> fCluster_HitDetID;
+    vector<vector<int>> fCluster_HitChankey;
+    vector<vector<int>> fCluster_HitChankeyMC;
+
+    vector<double> fClusterMaxPEV;
+    vector<double> fClusterChargePointXV;
+    vector<double> fClusterChargePointYV;
+    vector<double> fClusterChargePointZV;
+    vector<double> fClusterChargeBalanceV;
+
+    // MRD cluster information
+    ULong64_t fEventTimeMRD_Tree;
+    int fMRDClusterNumber;
+    std::vector<int> fMRDClusterHitNumber;
+    std::vector<double> fMRDClusterTime;
+    std::vector<double> fMRDClusterTimeSigma;
+
+    // MRDHitInfo_fill
+    int fVetoHit;
+    std::vector<int> fMRDHitClusterIndex;
+    std::vector<double> fMRDHitT;
+    std::vector<double> fMRDHitCharge;
+    std::vector<int> fMRDHitDigitPMT;
+    std::vector<int> fMRDHitDetID;
+    std::vector<int> fMRDHitChankey;
+    std::vector<int> fMRDHitChankeyMC;
+
+    std::vector<double> fFMVHitT;
+    std::vector<int> fFMVHitDetID;
+    std::vector<int> fFMVHitChankey;
+    std::vector<int> fFMVHitChankeyMC;
+
+    // MRDReco_fill
+    int fNumMRDClusterTracks;
+    std::vector<double> fMRDTrackAngle;
+    std::vector<double> fMRDTrackAngleError;
+    std::vector<double> fMRDPenetrationDepth;
+    std::vector<double> fMRDTrackLength;
+    std::vector<double> fMRDEntryPointRadius;
+    std::vector<double> fMRDEnergyLoss;
+    std::vector<double> fMRDEnergyLossError;
+    std::vector<double> fMRDTrackStartX;
+    std::vector<double> fMRDTrackStartY;
+    std::vector<double> fMRDTrackStartZ;
+    std::vector<double> fMRDTrackStopX;
+    std::vector<double> fMRDTrackStopY;
+    std::vector<double> fMRDTrackStopZ;
+    std::vector<bool> fMRDSide;
+    std::vector<bool> fMRDStop;
+    std::vector<bool> fMRDThrough;
+    std::vector<int> fMRDClusterIndex;
+
+    std::vector<int> fNumClusterTracks;
+
+    // fillCleanEventsOnly
+    int fEventStatusApplied;
+    int fEventStatusFlagged;
+
+    // MCTruth_fill
+    // ************ MC Truth Information **************** //
+    uint64_t fMCEventNum;
+    uint16_t fMCTriggerNum;
+    int fiMCTriggerNum;
+    // True muon
+    double fTrueVtxX;
+    double fTrueVtxY;
+    double fTrueVtxZ;
+    double fTrueVtxTime;
+    double fTrueDirX;
+    double fTrueDirY;
+    double fTrueDirZ;
+    double fTrueAngle;
+    double fTruePhi;
+    double fTrueMuonEnergy;
+    int fTruePrimaryPdg;
+    double fTrueTrackLengthInWater;
+    double fTrueTrackLengthInMRD;
+    std::vector<int> *fTruePrimaryPdgs = nullptr;
+    std::vector<double> *fTrueNeutCapVtxX = nullptr;
+    std::vector<double> *fTrueNeutCapVtxY = nullptr;
+    std::vector<double> *fTrueNeutCapVtxZ = nullptr;
+    std::vector<double> *fTrueNeutCapNucleus = nullptr;
+    std::vector<double> *fTrueNeutCapTime = nullptr;
+    std::vector<double> *fTrueNeutCapGammas = nullptr;
+    std::vector<double> *fTrueNeutCapE = nullptr;
+    std::vector<double> *fTrueNeutCapGammaE = nullptr;
+    int fTrueMultiRing;
+
+    // Genie information for event
+    double fTrueNeutrinoEnergy;
+    double fTrueNeutrinoMomentum_X;
+    double fTrueNeutrinoMomentum_Y;
+    double fTrueNeutrinoMomentum_Z;
+    double fTrueNuIntxVtx_X;
+    double fTrueNuIntxVtx_Y;
+    double fTrueNuIntxVtx_Z;
+    double fTrueNuIntxVtx_T;
+    double fTrueFSLVtx_X;
+    double fTrueFSLVtx_Y;
+    double fTrueFSLVtx_Z;
+    double fTrueFSLMomentum_X;
+    double fTrueFSLMomentum_Y;
+    double fTrueFSLMomentum_Z;
+    double fTrueFSLTime;
+    double fTrueFSLMass;
+    int fTrueFSLPdg;
+    double fTrueFSLEnergy;
+    double fTrueQ2;
+    int fTrueCC;
+    int fTrueNC;
+    int fTrueQEL;
+    int fTrueRES;
+    int fTrueDIS;
+    int fTrueCOH;
+    int fTrueMEC;
+    int fTrueNeutrons;
+    int fTrueProtons;
+    int fTruePi0;
+    int fTruePiPlus;
+    int fTruePiPlusCher;
+    int fTruePiMinus;
+    int fTruePiMinusCher;
+    int fTrueKPlus;
+    int fTrueKPlusCher;
+    int fTrueKMinus;
+    int fTrueKMinusCher;
+
+    // TankReco_fill
+    double fRecoVtxX;
+    double fRecoVtxY;
+    double fRecoVtxZ;
+    double fRecoVtxTime;
+    double fRecoVtxFOM;
+    double fRecoDirX;
+    double fRecoDirY;
+    double fRecoDirZ;
+    double fRecoAngle;
+    double fRecoPhi;
+    int fRecoStatus;
+
+    // RecoDebug_fill
+    //  **************** Full reco chain information ************* //
+    //   seed vertices
+    std::vector<double> fSeedVtxX;
+    std::vector<double> fSeedVtxY;
+    std::vector<double> fSeedVtxZ;
+    std::vector<double> fSeedVtxFOM;
+    double fSeedVtxTime;
+
+    // Reco vertex
+    // Point Position Vertex
+    double fPointPosX;
+    double fPointPosY;
+    double fPointPosZ;
+    double fPointPosTime;
+    double fPointPosFOM;
+    int fPointPosStatus;
+    double fPointDirX;
+    double fPointDirY;
+    double fPointDirZ;
+    double fPointDirTime;
+    double fPointDirFOM;
+    int fPointDirStatus;
+
+    // Point Vertex Finder
+    double fPointVtxPosX;
+    double fPointVtxPosY;
+    double fPointVtxPosZ;
+    double fPointVtxTime;
+    double fPointVtxDirX;
+    double fPointVtxDirY;
+    double fPointVtxDirZ;
+    double fPointVtxFOM;
+    int fPointVtxStatus;
+
+    // muonTruthRecoDiff_fill
+    // ************* Difference between MC and Truth *********** //
+    double fDeltaVtxX;
+    double fDeltaVtxY;
+    double fDeltaVtxZ;
+    double fDeltaVtxR;
+    double fDeltaVtxT;
+    double fDeltaParallel;
+    double fDeltaPerpendicular;
+    double fDeltaAzimuth;
+    double fDeltaZenith;
+    double fDeltaAngle;
+
+    // Pion and kaon counts for event
+    int fPi0Count;
+    int fPiPlusCount;
+    int fPiMinusCount;
+    int fK0Count;
+    int fKPlusCount;
+    int fKMinusCount;
+
+    //********************************************************************************************************************
+
+    // data variables for filling the tree
+    // Event Info
+    std::map<std::string, bool> fDataStreams;
+    std::map<uint64_t, uint32_t> GroupedTrigger;
+
+    // LAPPDData_fill
+    std::map<uint64_t, PsecData> LAPPDDataMap;
+    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+    std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+    std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+    std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+    std::map<uint64_t, uint64_t> LAPPDOffsets;
+    std::map<uint64_t, int> LAPPDTSCorrection;
+    std::map<uint64_t, int> LAPPDBGCorrection;
+    std::map<uint64_t, int> LAPPDOSInMinusPS;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSBefore;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSAfter;
+    std::map<uint64_t, uint64_t> LAPPDBG_PPSDiff;
+    std::map<uint64_t, int> LAPPDBG_PPSMissing;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSBefore;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSAfter;
+    std::map<uint64_t, uint64_t> LAPPDTS_PPSDiff;
+    std::map<uint64_t, int> LAPPDTS_PPSMissing;
+    std::map<int, vector<int>> SwitchBitBG; 
+
+    std::map<unsigned long, vector<vector<LAPPDPulse>>> lappdPulses;
+    std::map<unsigned long, vector<LAPPDHit>> lappdHits;
+
+    //********************************************************************************************************************
+
+    // detector maps, don't clear
+    std::map<int, std::string> *AuxChannelNumToTypeMap;
+    std::map<int, double> ChannelKeyToSPEMap;
+
+    std::map<int, unsigned long> pmtid_to_channelkey;
+    std::map<unsigned long, int> channelkey_to_pmtid;
+    std::map<unsigned long, int> channelkey_to_mrdpmtid;
+    std::map<int, unsigned long> mrdpmtid_to_channelkey_data;
+    std::map<unsigned long, int> channelkey_to_faccpmtid;
+    std::map<int, unsigned long> faccpmtid_to_channelkey_data;
+
+    //********************************************************************************************************************
+    // some left not used objects
+
+    // left for raw data
+    std::vector<int> fADCWaveformChankeys;
+    std::vector<int> fADCWaveformSamples;
+
+    // ************ Muon reconstruction level information ******** //
+    std::string MRDTriggertype;
+
+    // ************* LAPPD RecoInfo *********** //
+    // left for LAPPD waveforms if needed
+    std::map<unsigned long, vector<double>> waveformMax; // strip number+30*side, value
+    std::map<unsigned long, vector<double>> waveformRMS;
+    std::map<unsigned long, vector<double>> waveformMaxLast;
+    std::map<unsigned long, vector<double>> waveformMaxNearing;
+    std::map<unsigned long, vector<int>> waveformMaxTimeBin;
+};
+
+#endif
diff --git a/UserTools/ANNIEEventTreeMaker/README.md b/UserTools/ANNIEEventTreeMaker/README.md
new file mode 100644
index 000000000..cb2e852ff
--- /dev/null
+++ b/UserTools/ANNIEEventTreeMaker/README.md
@@ -0,0 +1,20 @@
+# ANNIEEventTreeMaker
+
+ANNIEEventTreeMaker
+
+## Data
+
+Describe any data formats ANNIEEventTreeMaker creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for ANNIEEventTreeMaker.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index c986c48b7..8f3a5e124 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -174,5 +174,6 @@ if (tool=="BackTracker") ret=new BackTracker;
 if (tool=="PrintDQ") ret=new PrintDQ;
 if (tool=="AssignBunchTimingMC") ret=new AssignBunchTimingMC;
 if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
+if (tool=="ANNIEEventTreeMaker") ret=new ANNIEEventTreeMaker;
 return ret;
 }
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 7e64d4e9b..93fb69ce1 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -182,3 +182,4 @@
 #include "PrintDQ.h"
 #include "AssignBunchTimingMC.h"
 #include "FitRWMWaveform.h"
+#include "ANNIEEventTreeMaker.h"

From bd613422cebd29cdc0b27867c25910c132d834ce Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Mon, 20 Jan 2025 01:38:39 -0600
Subject: [PATCH 121/163] Add LAPPDTreeMaker, this is a part of LAPPD tool
 chains but also needed by EBV2 work flow

---
 UserTools/Factory/Factory.cpp               |    1 +
 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp | 1093 +++++++++++++++++++
 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h   |  185 ++++
 UserTools/LAPPDTreeMaker/README.md          |   20 +
 UserTools/Unity.h                           |    1 +
 5 files changed, 1300 insertions(+)
 create mode 100644 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
 create mode 100644 UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
 create mode 100644 UserTools/LAPPDTreeMaker/README.md

diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index c986c48b7..71ff0b66c 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -174,5 +174,6 @@ if (tool=="BackTracker") ret=new BackTracker;
 if (tool=="PrintDQ") ret=new PrintDQ;
 if (tool=="AssignBunchTimingMC") ret=new AssignBunchTimingMC;
 if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
+if (tool=="LAPPDTreeMaker") ret=new LAPPDTreeMaker;
 return ret;
 }
diff --git a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
new file mode 100644
index 000000000..3091f508f
--- /dev/null
+++ b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.cpp
@@ -0,0 +1,1093 @@
+#include "LAPPDTreeMaker.h"
+
+LAPPDTreeMaker::LAPPDTreeMaker() : Tool() {}
+
+bool LAPPDTreeMaker::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if (configfile != "")
+    m_variables.Initialise(configfile); // loading config file
+  // m_variables.Print();
+
+  m_data = &data; // assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  m_variables.Get("treeMakerVerbosity", treeMakerVerbosity);
+  m_variables.Get("treeMakerInputPulseLabel", treeMakerInputPulseLabel);
+  m_variables.Get("treeMakerInputHitLabel", treeMakerInputHitLabel);
+  treeMakerOutputFileName = "LAPPDTree.root";
+  m_variables.Get("treeMakerOutputFileName", treeMakerOutputFileName);
+
+  LoadPulse = false;
+  m_variables.Get("LoadPulse", LoadPulse);
+  LoadHit = false;
+  m_variables.Get("LoadHit", LoadHit);
+  LoadWaveform = false;
+  m_variables.Get("LoadWaveform", LoadWaveform);
+  LoadLAPPDDataTimeStamp = false;
+  m_variables.Get("LoadLAPPDDataTimeStamp", LoadLAPPDDataTimeStamp);
+  LoadPPSTimestamp = false;
+  m_variables.Get("LoadPPSTimestamp", LoadPPSTimestamp);
+  LoadRunInfoRaw = false;
+  m_variables.Get("LoadRunInfoRaw", LoadRunInfoRaw);
+  LoadRunInfoANNIEEvent = false;
+  m_variables.Get("LoadRunInfoANNIEEvent", LoadRunInfoANNIEEvent);
+  LoadTriggerInfo = false;
+  m_variables.Get("LoadTriggerInfo", LoadTriggerInfo);
+  LoadGroupedTriggerInfo = false;
+  m_variables.Get("LoadGroupedTriggerInfo", LoadGroupedTriggerInfo);
+  if (!LoadTriggerInfo)
+    LoadGroupedTriggerInfo = false; // if not loading trigger, don't fill grouped trigger
+  LoadGroupOption = "beam";
+  m_variables.Get("LoadGroupOption", LoadGroupOption);
+  MultiLAPPDMapTreeMaker = false;
+  m_variables.Get("MultiLAPPDMapTreeMaker", MultiLAPPDMapTreeMaker);
+
+  TString filename = treeMakerOutputFileName;
+  file = new TFile(filename, "RECREATE");
+  fPulse = new TTree("Pulse", "Pulse");
+  fHit = new TTree("Hit", "Hit");
+  fWaveform = new TTree("Waveform", "Waveform");
+  fTimeStamp = new TTree("TimeStamp", "TimeStamp");
+  fTrigger = new TTree("Trig", "Trig");
+  fGroupedTrigger = new TTree("GTrig", "GTrig");
+
+  fPulse->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fPulse->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fPulse->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fPulse->Branch("EventNumber", &EventNumber, "EventNumber/I");
+  fPulse->Branch("LAPPD_ID", &LAPPD_ID, "LAPPD_ID/I");
+  fPulse->Branch("LAPPDDataTimeStampUL", &LAPPDDataTimeStampUL, "LAPPDDataTimeStampUL/l");
+  fPulse->Branch("LAPPDDataBeamgateUL", &LAPPDDataBeamgateUL, "LAPPDDataBeamgateUL/l");
+  fPulse->Branch("ChannelID", &ChannelID, "ChannelID/I");
+  fPulse->Branch("StripNumber", &StripNumber, "StripNumber/I");
+  fPulse->Branch("PeakTime", &PeakTime, "PeakTime/D");
+  fPulse->Branch("Charge", &Charge, "Charge/D");
+  fPulse->Branch("PeakAmp", &PeakAmp, "PeakAmp/D");
+  fPulse->Branch("PulseStart", &PulseStart, "PulseStart/D");
+  fPulse->Branch("PulseEnd", &PulseEnd, "PulseEnd/D");
+  fPulse->Branch("PulseSize", &PulseSize, "PulseSize/D");
+  fPulse->Branch("PulseSide", &PulseSide, "PulseSide/I");
+  fPulse->Branch("PulseThreshold", &PulseThreshold, "PulseThreshold/D");
+  fPulse->Branch("PulseBaseline", &PulseBaseline, "PulseBaseline/D");
+  if (MultiLAPPDMapTreeMaker)
+  {
+    fPulse->Branch("LTSRaw", &LTSRaw, "LTSRaw/l");
+    fPulse->Branch("LBGRaw", &LBGRaw, "LBGRaw/l");
+    fPulse->Branch("LOffset_ns", &LOffset_ns, "LOffset_ns/l");
+    fPulse->Branch("LTSCorrection", &LTSCorrection, "LTSCorrection/I");
+    fPulse->Branch("LBGCorrection", &LBGCorrection, "LBGCorrection/I");
+    fPulse->Branch("LOSInMinusPS", &LOSInMinusPS, "LOSInMinusPS/I");
+    fPulse->Branch("CTCPrimeTriggerTime", &CTCPrimeTriggerTime, "CTCPrimeTriggerTime/l");
+  }
+
+  fHit->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fHit->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fHit->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fHit->Branch("EventNumber", &EventNumber, "EventNumber/I");
+  fHit->Branch("LAPPD_ID", &LAPPD_ID, "LAPPD_ID/I");
+  fHit->Branch("LAPPDDataTimeStampUL", &LAPPDDataTimeStampUL, "LAPPDDataTimeStampUL/l");
+  fHit->Branch("LAPPDDataBeamgateUL", &LAPPDDataBeamgateUL, "LAPPDDataBeamgateUL/l");
+  fHit->Branch("StripNumber", &StripNumber, "StripNumber/I");
+  fHit->Branch("HitTime", &HitTime, "HitTime/D");
+  fHit->Branch("HitAmp", &HitAmp, "HitAmp/D");
+  fHit->Branch("XPosTank", &XPosTank, "XPosTank/D");
+  fHit->Branch("YPosTank", &YPosTank, "YPosTank/D");
+  fHit->Branch("ZPosTank", &ZPosTank, "ZPosTank/D");
+  fHit->Branch("ParallelPos", &ParallelPos, "ParallelPos/D");
+  fHit->Branch("TransversePos", &TransversePos, "TransversePos/D");
+  fHit->Branch("Pulse1StartTime", &Pulse1StartTime, "Pulse1StartTime/D");
+  fHit->Branch("Pulse2StartTime", &Pulse2StartTime, "Pulse2StartTime/D");
+  fHit->Branch("Pulse1LastTime", &Pulse1LastTime, "Pulse1LastTime/D");
+  fHit->Branch("Pulse2LastTime", &Pulse2LastTime, "Pulse2LastTime/D");
+  if (MultiLAPPDMapTreeMaker)
+  {
+    fHit->Branch("LTSRaw", &LTSRaw, "LTSRaw/l");
+    fHit->Branch("LBGRaw", &LBGRaw, "LBGRaw/l");
+    fHit->Branch("LOffset_ns", &LOffset_ns, "LOffset_ns/l");
+    fHit->Branch("LTSCorrection", &LTSCorrection, "LTSCorrection/I");
+    fHit->Branch("LBGCorrection", &LBGCorrection, "LBGCorrection/I");
+    fHit->Branch("LOSInMinusPS", &LOSInMinusPS, "LOSInMinusPS/I");
+    fHit->Branch("CTCPrimeTriggerTime", &CTCPrimeTriggerTime, "CTCPrimeTriggerTime/l");
+  }
+
+  fWaveform->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fWaveform->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fWaveform->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fWaveform->Branch("EventNumber", &EventNumber, "EventNumber/I");
+  fWaveform->Branch("LAPPD_ID", &LAPPD_ID, "LAPPD_ID/I");
+  fWaveform->Branch("LAPPDDataTimeStampUL", &LAPPDDataTimeStampUL, "LAPPDDataTimeStampUL/l");
+  fWaveform->Branch("LAPPDDataBeamgateUL", &LAPPDDataBeamgateUL, "LAPPDDataBeamgateUL/l");
+  fWaveform->Branch("StripNumber", &StripNumber, "StripNumber/I");
+  fWaveform->Branch("PulseSide", &PulseSide, "PulseSide/I");
+  fWaveform->Branch("WaveformMax", &waveformMaxValue, "WaveformMax/D");
+  fWaveform->Branch("WaveformRMS", &waveformRMSValue, "WaveformRMS/D");
+  fWaveform->Branch("WaveformMaxTimeBin", &waveformMaxTimeBinValue, "WaveformMaxTimeBin/I");
+  fWaveform->Branch("waveformMaxFoundNear", &waveformMaxFoundNear, "waveformMaxFoundNear/O"); // O is boolean
+  fWaveform->Branch("WaveformMaxNearing", &waveformMaxNearingValue, "WaveformMaxNearing/D");
+  if (MultiLAPPDMapTreeMaker)
+  {
+    fWaveform->Branch("LTSRaw", &LTSRaw, "LTSRaw/l");
+    fWaveform->Branch("LBGRaw", &LBGRaw, "LBGRaw/l");
+    fWaveform->Branch("LOffset_ns", &LOffset_ns, "LOffset_ns/l");
+    fWaveform->Branch("LTSCorrection", &LTSCorrection, "LTSCorrection/I");
+    fWaveform->Branch("LBGCorrection", &LBGCorrection, "LBGCorrection/I");
+    fWaveform->Branch("LOSInMinusPS", &LOSInMinusPS, "LOSInMinusPS/I");
+    fWaveform->Branch("CTCPrimeTriggerTime", &CTCPrimeTriggerTime, "CTCPrimeTriggerTime/l");
+  }
+
+  fTimeStamp->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fTimeStamp->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fTimeStamp->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fTimeStamp->Branch("EventNumber", &EventNumber, "EventNumber/I");
+  fTimeStamp->Branch("LAPPD_ID", &LAPPD_ID, "LAPPD_ID/I");
+  fTimeStamp->Branch("LAPPDDataTimeStampUL", &LAPPDDataTimeStampUL, "LAPPDDataTimeStampUL/l");
+  fTimeStamp->Branch("LAPPDDataBeamgateUL", &LAPPDDataBeamgateUL, "LAPPDDataBeamgateUL/l");
+  fTimeStamp->Branch("LAPPDDataTimestamp", &LAPPDDataTimestampPart1, "LAPPDDataTimestamp/l");
+  fTimeStamp->Branch("LAPPDDataBeamgate", &LAPPDDataBeamgatePart1, "LAPPDDataBeamgate/l");
+  fTimeStamp->Branch("LAPPDDataTimestampFloat", &LAPPDDataTimestampPart2, "LAPPDDataTimestampFloat/D");
+  fTimeStamp->Branch("LAPPDDataBeamgateFloat", &LAPPDDataBeamgatePart2, "LAPPDDataBeamgateFloat/D");
+  fTimeStamp->Branch("ppsDiff", &ppsDiff, "ppsDiff/L");
+  fTimeStamp->Branch("ppsCount0", &ppsCount0, "ppsCount0/l");
+  fTimeStamp->Branch("ppsCount1", &ppsCount1, "ppsCount1/l");
+  fTimeStamp->Branch("ppsTime0", &ppsTime0, "ppsTime0/l");
+  fTimeStamp->Branch("ppsTime1", &ppsTime1, "ppsTime1/l");
+
+  // trigger trees have no related to LAPPD data or PPS, so don't need event number
+  fTrigger->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fTrigger->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fTrigger->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fTrigger->Branch("CTCTimeStamp", &CTCTimeStamp, "CTCTimeStamp/l");
+  fTrigger->Branch("CTCTriggerWord", &CTCTriggerWord);
+  fTrigger->Branch("trigNumInMap", &trigNumInThisMap, "trigNumInMap/I");
+  fTrigger->Branch("trigIndexInMap", &trigIndexInThisMap, "trigNumInMap/I");
+
+  fGroupedTrigger->Branch("RunNumber", &RunNumber, "RunNumber/I");
+  fGroupedTrigger->Branch("SubRunNumber", &SubRunNumber, "SubRunNumber/I");
+  fGroupedTrigger->Branch("PartFileNumber", &PartFileNumber, "PartFileNumber/I");
+  fGroupedTrigger->Branch("gTrigWord", &groupedTriggerWords);
+  fGroupedTrigger->Branch("gTrigTime", &groupedTriggerTimestamps);
+  fGroupedTrigger->Branch("gTrigType", &groupedTriggerType, "gTrigType/I");
+  fGroupedTrigger->Branch("gTrigNum", &TriggerGroupNumInThisEvent, "gTrigNum/I");
+
+  TriggerWordMap = new std::map<uint64_t, std::vector<uint32_t>>;
+  m_data->Stores["ANNIEEvent"]->Header->Get("AnnieGeometry", _geom);
+  EventNumber = 0;
+
+  return true;
+}
+
+bool LAPPDTreeMaker::Execute()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::Execute()" << endl;
+  CleanVariables();
+
+  m_data->CStore.Get("LoadingPPS", LoadingPPS);
+  if (treeMakerVerbosity > 0)
+    cout << "LoadingPPS: " << LoadingPPS << endl;
+
+  m_data->CStore.Get("LAPPDana", LAPPDana);
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDana: " << LAPPDana << endl;
+
+  if (LoadRunInfoRaw)
+    LoadRunInfoFromRaw();
+
+  if (LoadRunInfoANNIEEvent)
+    LoadRunInfoFromANNIEEvent();
+
+  bool loadTriggerPaused = false;
+  m_data->CStore.Get("PauseCTCDecoding", loadTriggerPaused);
+  if (treeMakerVerbosity > 0)
+    cout << "loadTriggerPaused: " << loadTriggerPaused << endl;
+  if (!loadTriggerPaused)
+  {
+    if (LoadTriggerInfo)
+    {
+      bool getTrig = m_data->CStore.Get("TimeToTriggerWordMap", TriggerWordMap);
+      if (!getTrig)
+        cout << "Error in getting trigger word map" << endl;
+      if (getTrig)
+      {
+        if (treeMakerVerbosity > 0)
+          cout << "LAPPDTreeMaker:: TimeToTriggerWordMap size: " << TriggerWordMap->size() << endl;
+        FillTriggerTree();
+      }
+    }
+  }
+
+  if (LoadGroupedTriggerInfo)
+    FillGroupedTriggerTree();
+
+  if (MultiLAPPDMapTreeMaker && LAPPDana)
+  {
+    m_data->Stores["ANNIEEvent"]->Get("PrimaryTriggerTime", CTCPrimeTriggerTime);
+    if (treeMakerVerbosity > 0)
+      cout << "LAPPDTreeMaker::Execute() MultiLAPPDMapTreeMaker" << endl;
+    LoadLAPPDMapInfo();
+    bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
+    bool gotBeamgates_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+    bool gotTimeStamps_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+    bool gotTimeStampsRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+    bool gotBeamgatesRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+    bool gotOffsets = m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
+    bool gotTSCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+    bool gotDBGCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+    bool gotOSInMinusPS = m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+    if (treeMakerVerbosity > 0)
+      cout << "LAPPDTreeMaker::Execute() MultiLAPPDMapTreeMaker get map = " << getMap << endl;
+    if (getMap)
+    {
+      if (treeMakerVerbosity > 0)
+        cout << "map size: " << LAPPDDataMap.size() << endl;
+      for (auto &item : LAPPDDataMap)
+      {
+        PsecData thisData = item.second;
+        int thisLAPPD_ID = thisData.LAPPD_ID;
+
+        uint64_t thisDataTime = item.first;
+        uint64_t thisTSRaw = LAPPDTimeStampsRaw.at(thisDataTime);
+        uint64_t thisBGRaw = LAPPDBeamgatesRaw.at(thisDataTime);
+        uint64_t thisOffset = LAPPDOffsets.at(thisDataTime);
+        int thisTSCorr = LAPPDTSCorrection.at(thisDataTime);
+        int thisDBGCorr = LAPPDBGCorrection.at(thisDataTime);
+        int thisOSInMinusPS = LAPPDOSInMinusPS.at(thisDataTime);
+
+        if (treeMakerVerbosity > 0)
+          cout << "outside tree maker, Got LAPPD ID: " << thisLAPPD_ID << ", time stamp: " << thisDataTime << ", TSraw " << thisTSRaw << ", BGraw " << thisBGRaw << ", offset " << thisOffset << ", TSCorr " << thisTSCorr << ", DBGCorr " << thisDBGCorr << ", OSInMinusPS " << thisOSInMinusPS << endl;
+
+        LAPPD_IDs.push_back(thisLAPPD_ID);
+        LAPPDMapTimeStampRaw.push_back(thisTSRaw);
+        LAPPDMapBeamgateRaw.push_back(thisBGRaw);
+        LAPPDMapOffsets.push_back(thisOffset);
+        LAPPDMapTSCorrections.push_back(thisTSCorr);
+        LAPPDMapBGCorrections.push_back(thisDBGCorr);
+        LAPPDMapOSInMinusPS.push_back(thisOSInMinusPS);
+
+        if (treeMakerVerbosity > 0)
+          cout << "outside size of LAPPD_IDs: " << LAPPD_IDs.size() << endl;
+      }
+    }
+    else
+    {
+      cout << "outside LAPPDTreeMaker::LoadLAPPDMapInfo, no LAPPDDataMap found" << endl;
+    }
+
+    if (treeMakerVerbosity > 0)
+    {
+      cout << "LAPPDMapTimeStampRaw: ";
+      for (auto &item : LAPPDMapTimeStampRaw)
+        cout << item << " ";
+      cout << "LAPPDTreeMaker::Execute() MultiLAPPDMapTreeMaker finished " << endl;
+    }
+  }
+
+  if (LoadPPSTimestamp && LoadingPPS)
+  {
+    bool gotPPSTimestamp = m_data->CStore.Get("LAPPDPPSVector", pps_vector);
+    bool gotPPSCounter = m_data->CStore.Get("LAPPDPPScount", pps_count_vector);
+    if (!gotPPSTimestamp)
+      cout << "Error in getting PPS timestamp" << endl;
+    if (!gotPPSCounter)
+      cout << "Error in getting PPS counter" << endl;
+    if (gotPPSTimestamp && gotPPSCounter)
+      FillPPSTimestamp();
+  }
+
+  if (LoadLAPPDDataTimeStamp && !LoadingPPS)
+  {
+    bool newDataEvent;
+    m_data->CStore.Get("LAPPD_new_event", newDataEvent);
+    if (newDataEvent)
+      FillLAPPDDataTimeStamp();
+    m_data->CStore.Set("LAPPD_new_event", true);
+  }
+
+  if (LoadPulse && LAPPDana)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "LAPPDTreeMaker::Execute() LoadPulse" << endl;
+    bool gotPulse = m_data->Stores["ANNIEEvent"]->Get(treeMakerInputPulseLabel, lappdPulses);
+    if (!gotPulse)
+      cout << "Error in getting LAPPD pulses" << endl;
+    if (gotPulse)
+      FillPulseTree();
+  }
+
+  if (LoadHit && LAPPDana)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "LAPPDTreeMaker::Execute() LoadHit" << endl;
+    bool gotHit = m_data->Stores["ANNIEEvent"]->Get(treeMakerInputHitLabel, lappdHits);
+    if (!gotHit)
+      cout << "Error in getting LAPPD hits" << endl;
+    if (gotHit)
+      FillHitTree();
+  }
+
+  if (LoadWaveform && LAPPDana)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "LAPPDTreeMaker::Execute() LoadWaveform" << endl;
+    bool gotWaveformMax = m_data->Stores["ANNIEEvent"]->Get("waveformMax", waveformMax);
+    if (!gotWaveformMax)
+      cout << "Error in getting waveform max" << endl;
+    bool gotWaveformRMS = m_data->Stores["ANNIEEvent"]->Get("waveformRMS", waveformRMS);
+    if (!gotWaveformRMS)
+      cout << "Error in getting waveform RMS" << endl;
+    bool gotWaveformMaxLast = m_data->Stores["ANNIEEvent"]->Get("waveformMaxLast", waveformMaxLast);
+    if (!gotWaveformMaxLast)
+      cout << "Error in getting waveform max last" << endl;
+    bool gotWaveformMaxNearing = m_data->Stores["ANNIEEvent"]->Get("waveformMaxNearing", waveformMaxNearing);
+    if (!gotWaveformMaxNearing)
+      cout << "Error in getting waveform max nearing" << endl;
+    bool gotWaveformMaxTimeBin = m_data->Stores["ANNIEEvent"]->Get("waveformMaxTimeBin", waveformMaxTimeBin);
+    if (!gotWaveformMaxTimeBin)
+      cout << "Error in getting waveform max time bin" << endl;
+
+    if (gotWaveformMax && gotWaveformRMS && gotWaveformMaxLast && gotWaveformMaxNearing && gotWaveformMaxTimeBin)
+      FillWaveformTree();
+  }
+
+  if (LAPPDana)
+    EventNumber++;
+
+  if (TriggerWordMap != nullptr)
+    TriggerWordMap->clear();
+
+  return true;
+}
+
+bool LAPPDTreeMaker::Finalise()
+{
+  file->cd();
+  fPulse->Write();
+  fHit->Write();
+  fWaveform->Write();
+  fTimeStamp->Write();
+  fTrigger->Write();
+  fGroupedTrigger->Write();
+  file->Close();
+  return true;
+}
+
+void LAPPDTreeMaker::CleanVariables()
+{
+  LAPPDana = false;
+
+  RunNumber = -9999;
+  SubRunNumber = -9999;
+  PartFileNumber = -9999;
+
+  lappdPulses.clear();
+  lappdHits.clear();
+  lappdData.clear();
+  waveformMax.clear();
+  waveformRMS.clear();
+  waveformMaxLast.clear();
+  waveformMaxNearing.clear();
+  waveformMaxTimeBin.clear();
+  pps_vector.clear();
+  pps_count_vector.clear();
+
+  LAPPD_ID = -9999;
+  ChannelID = -9999;
+  PeakTime = -9999;
+  Charge = -9999;
+  PeakAmp = -9999;
+  PulseStart = -9999;
+  PulseEnd = -9999;
+  PulseSize = -9999;
+  PulseSide = -9999;
+  PulseThreshold = -9999;
+  PulseBaseline = -9999;
+
+  HitTime = -9999;
+  HitAmp = -9999;
+  XPosTank = -9999;
+  YPosTank = -9999;
+  ZPosTank = -9999;
+  ParallelPos = -9999;
+  TransversePos = -9999;
+  Pulse1StartTime = -9999;
+  Pulse2StartTime = -9999;
+  Pulse1LastTime = -9999;
+  Pulse2LastTime = -9999;
+
+  LAPPDDataTimeStampUL = 0;
+  LAPPDDataBeamgateUL = 0;
+  LAPPDDataTimestampPart1 = 0;
+  LAPPDDataBeamgatePart1 = 0;
+  LAPPDDataTimestampPart2 = -9999;
+  LAPPDDataBeamgatePart2 = -9999;
+
+  ppsDiff = -9999;
+  ppsCount0 = 0;
+  ppsCount1 = 0;
+  ppsTime0 = 0;
+  ppsTime1 = 0;
+
+  CTCTimeStamp = 0;
+  CTCTriggerWord.clear();
+  trigNumInThisMap = -9999;
+  trigIndexInThisMap = 0;
+
+  groupedTriggerWordsVector.clear();
+  groupedTriggerTimestampsVector.clear();
+  groupedTriggerWords.clear();
+  groupedTriggerTimestamps.clear();
+  groupedTriggerByType.clear();
+  groupedTriggerType = -9999;
+  TriggerGroupNumInThisEvent = 0; // start from 0
+  groupedTriggerType = -9999;
+
+  LAPPD_IDs.clear();
+  LAPPDMapTimeStampRaw.clear();
+  LAPPDMapBeamgateRaw.clear();
+  LAPPDMapOffsets.clear();
+  LAPPDMapTSCorrections.clear();
+  LAPPDMapBGCorrections.clear();
+  LAPPDMapOSInMinusPS.clear();
+
+  LAPPDDataMap.clear();
+  LAPPDBeamgate_ns.clear();
+  LAPPDTimeStamps_ns.clear();
+  LAPPDTimeStampsRaw.clear();
+  LAPPDBeamgatesRaw.clear();
+  LAPPDOffsets.clear();
+  LAPPDTSCorrection.clear();
+  LAPPDBGCorrection.clear();
+  LAPPDOSInMinusPS.clear();
+}
+
+bool LAPPDTreeMaker::LoadRunInfoFromRaw()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::LoadRunInfoFromRaw" << endl;
+  m_data->CStore.Get("runNumber", RunNumber);
+  m_data->CStore.Get("rawFileNumber", PartFileNumber);
+  m_data->CStore.Get("subrunNumber", SubRunNumber);
+  return true;
+}
+
+bool LAPPDTreeMaker::LoadRunInfoFromANNIEEvent()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::LoadRunInfoFromANNIEEvent" << endl;
+  m_data->Stores["ANNIEEvent"]->Get("RunNumber", RunNumber);
+  m_data->Stores["ANNIEEvent"]->Get("SubRunNumber", SubRunNumber);
+  m_data->Stores["ANNIEEvent"]->Get("PartNumber", PartFileNumber);
+  if (treeMakerVerbosity > 0)
+    cout << "RunNumber: " << RunNumber << ", SubRunNumber: " << SubRunNumber << ", PartFileNumber: " << PartFileNumber << endl;
+  return true;
+}
+
+bool LAPPDTreeMaker::FillPulseTree()
+{
+  // LAPPDPulse thisPulse(LAPPD_ID, channel, peakBin*(25./256.), Q, peakAmp, pulseStart, pulseStart+pulseSize);
+  std::map<unsigned long, vector<vector<LAPPDPulse>>>::iterator it;
+  int foundPulseNum = 0;
+  if (lappdPulses.size() == 0)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "No pulses found" << endl;
+    return true;
+  }
+  for (it = lappdPulses.begin(); it != lappdPulses.end(); it++)
+  {
+    int stripno = it->first;
+    vector<vector<LAPPDPulse>> stripPulses = it->second;
+    vector<LAPPDPulse> pulse0 = stripPulses.at(0);
+    vector<LAPPDPulse> pulse1 = stripPulses.at(1);
+    for (int i = 0; i < pulse0.size(); i++)
+    {
+      PulseSide = 0;
+      LAPPDPulse thisPulse = pulse0.at(i);
+      LAPPD_ID = thisPulse.GetTubeId();
+      ChannelID = thisPulse.GetChannelID();
+      StripNumber = stripno;
+      PeakTime = thisPulse.GetTime();
+      Charge = thisPulse.GetCharge();
+      PeakAmp = thisPulse.GetPeak();
+      PulseStart = thisPulse.GetLowRange();
+      PulseEnd = thisPulse.GetHiRange();
+      PulseSize = PulseEnd - PulseStart;
+      // cout << " tree maker, this pulse0 LAPPD ID is " << LAPPD_ID << endl;
+      //  TODO save threshold and baseline
+      if (MultiLAPPDMapTreeMaker)
+      {
+        // find the LAPPD_ID in LAPPD_IDs, get the index
+        //  use that index to get the timestamp and beamgate
+        //  if not found, set them to zero
+        int index = std::distance(LAPPD_IDs.begin(), std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID));
+        if (index < LAPPDMapTimeStampRaw.size())
+        {
+          LTSRaw = LAPPDMapTimeStampRaw.at(index);
+          LBGRaw = LAPPDMapBeamgateRaw.at(index);
+          LOffset_ns = LAPPDMapOffsets.at(index);
+          LTSCorrection = LAPPDMapTSCorrections.at(index);
+          LBGCorrection = LAPPDMapBGCorrections.at(index);
+          LOSInMinusPS = LAPPDMapOSInMinusPS.at(index);
+        }
+        else
+        {
+          LTSRaw = 0;
+          LBGRaw = 0;
+          LOffset_ns = 0;
+          LTSCorrection = 0;
+          LBGCorrection = 0;
+          LOSInMinusPS = 0;
+        }
+      }
+
+      fPulse->Fill();
+      foundPulseNum++;
+    }
+    for (int i = 0; i < pulse1.size(); i++)
+    {
+      PulseSide = 1;
+      LAPPDPulse thisPulse = pulse1.at(i);
+      LAPPD_ID = thisPulse.GetTubeId();
+      ChannelID = thisPulse.GetChannelID();
+      StripNumber = stripno;
+      PeakTime = thisPulse.GetTime();
+      Charge = thisPulse.GetCharge();
+      PeakAmp = thisPulse.GetPeak();
+      PulseStart = thisPulse.GetLowRange();
+      PulseEnd = thisPulse.GetHiRange();
+      PulseSize = PulseEnd - PulseStart;
+      /*cout << " this pulse1 LAPPD ID is " << LAPPD_ID << endl;
+      cout << "ThresReco pulse1 got LAPPD_IDs: ";
+      for (int i = 0; i < LAPPD_IDs.size(); i++)
+      {
+        cout << LAPPD_IDs.at(i) << " ";
+      }*/
+      // TODO save threshold and baseline
+      if (MultiLAPPDMapTreeMaker)
+      {
+        // find the index of LAPPD_ID in LAPPD_IDs, use that index to assign the timestamlUL and beam gate UL, if not found set them to zero
+        int index = std::distance(LAPPD_IDs.begin(), std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID));
+        if (index < LAPPDMapTimeStampRaw.size())
+        {
+          LTSRaw = LAPPDMapTimeStampRaw.at(index);
+          LBGRaw = LAPPDMapBeamgateRaw.at(index);
+          LOffset_ns = LAPPDMapOffsets.at(index);
+          LTSCorrection = LAPPDMapTSCorrections.at(index);
+          LBGCorrection = LAPPDMapBGCorrections.at(index);
+          LOSInMinusPS = LAPPDMapOSInMinusPS.at(index);
+        }
+        else
+        {
+          LTSRaw = 0;
+          LBGRaw = 0;
+          LOffset_ns = 0;
+          LTSCorrection = 0;
+          LBGCorrection = 0;
+          LOSInMinusPS = 0;
+        }
+      }
+      fPulse->Fill();
+      foundPulseNum++;
+    }
+  }
+  if (treeMakerVerbosity > 0)
+    cout << "Found and saved " << foundPulseNum << " pulses" << endl;
+  return true;
+}
+
+bool LAPPDTreeMaker::FillHitTree()
+{
+  // LAPPDHit hit(tubeID, averageTimeLow, averageAmp, positionInTank, positionOnLAPPD, pulse1LastTime, pulse2LastTime, pulse1StartTime, pulse2StartTime);
+  int foundHitNum = 0;
+  if (lappdHits.size() == 0)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "No hits found" << endl;
+    return true;
+  }
+  std::map<unsigned long, vector<LAPPDHit>>::iterator it;
+  for (it = lappdHits.begin(); it != lappdHits.end(); it++)
+  {
+    int stripno = it->first;
+    vector<LAPPDHit> stripHits = it->second;
+    for (int i = 0; i < stripHits.size(); i++)
+    {
+      LAPPDHit thisHit = stripHits.at(i);
+      LAPPD_ID = thisHit.GetTubeId();
+      StripNumber = stripno;
+      HitTime = thisHit.GetTime();
+      HitAmp = thisHit.GetCharge();
+      vector<double> position = thisHit.GetPosition();
+      XPosTank = position.at(0);
+      YPosTank = position.at(1);
+      ZPosTank = position.at(2);
+      vector<double> localPosition = thisHit.GetLocalPosition();
+      ParallelPos = localPosition.at(0);
+      TransversePos = localPosition.at(1);
+      Pulse1StartTime = thisHit.GetPulse1StartTime();
+      Pulse2StartTime = thisHit.GetPulse2StartTime();
+      Pulse1LastTime = thisHit.GetPulse1LastTime();
+      Pulse2LastTime = thisHit.GetPulse2LastTime();
+      if (treeMakerVerbosity > 0)
+      {
+        cout << " this hit LAPPD ID is " << LAPPD_ID << endl;
+        cout << "ThresReco hit got LAPPD_IDs: ";
+        for (int i = 0; i < LAPPD_IDs.size(); i++)
+        {
+          cout << LAPPD_IDs.at(i) << " ";
+        }
+      }
+      if (MultiLAPPDMapTreeMaker)
+      {
+        // find the LAPPD_ID in LAPPD_IDs, get the index
+        //  use that index to get the timestamp and beamgate
+        //  if not found, set them to zero
+        int index = std::distance(LAPPD_IDs.begin(), std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID));
+        if (index < LAPPDMapTimeStampRaw.size())
+        {
+          LTSRaw = LAPPDMapTimeStampRaw.at(index);
+          LBGRaw = LAPPDMapBeamgateRaw.at(index);
+          LOffset_ns = LAPPDMapOffsets.at(index);
+          LTSCorrection = LAPPDMapTSCorrections.at(index);
+          LBGCorrection = LAPPDMapBGCorrections.at(index);
+          LOSInMinusPS = LAPPDMapOSInMinusPS.at(index);
+        }
+        else
+        {
+          LTSRaw = 0;
+          LBGRaw = 0;
+          LOffset_ns = 0;
+          LTSCorrection = 0;
+          LBGCorrection = 0;
+          LOSInMinusPS = 0;
+        }
+      }
+      fHit->Fill();
+      foundHitNum++;
+    }
+  }
+  if (treeMakerVerbosity > 0)
+    cout << "Found and saved " << foundHitNum << " hits" << endl;
+  return true;
+}
+
+bool LAPPDTreeMaker::FillWaveformTree()
+{
+  if (waveformMax.size() == 0)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "No waveforms found" << endl;
+    return true;
+  }
+  std::map<unsigned long, vector<double>>::iterator it;
+  for (it = waveformMax.begin(); it != waveformMax.end(); it++)
+  {
+    int key = it->first;
+    LAPPD_ID = static_cast<int>(key / 60);
+    int stripSide = static_cast<int>((key - LAPPD_ID * 60) / 30);
+    StripNumber = key - LAPPD_ID * 60 - stripSide * 30;
+    // cout << " this waveform LAPPD ID is " << LAPPD_ID << endl;
+
+    for (int side = 0; side < 2; side++)
+    {
+      PulseSide = side;
+      waveformMaxValue = waveformMax.at(key).at(side);
+      waveformRMSValue = waveformRMS.at(key).at(side);
+      waveformMaxFoundNear = waveformMaxLast.at(key).at(side);
+      waveformMaxNearingValue = waveformMaxNearing.at(key).at(side);
+      waveformMaxTimeBinValue = waveformMaxTimeBin.at(key).at(side);
+      /*cout << " LAPPDTreeMaker fill waveform tree, LAPPD ID is " << LAPPD_ID << endl;
+      cout << "ThresReco got LAPPD_IDs: ";
+      for (int i = 0; i < LAPPD_IDs.size(); i++)
+      {
+        cout << LAPPD_IDs.at(i) << " ";
+      }*/
+      if (MultiLAPPDMapTreeMaker)
+      {
+        // find the LAPPD_ID in LAPPD_IDs, get the index
+        //  use that index to get the timestamp and beamgate
+        //  if not found, set them to zero
+        int index = std::distance(LAPPD_IDs.begin(), std::find(LAPPD_IDs.begin(), LAPPD_IDs.end(), LAPPD_ID));
+        if (index < LAPPDMapTimeStampRaw.size())
+        {
+          LTSRaw = LAPPDMapTimeStampRaw.at(index);
+          LBGRaw = LAPPDMapBeamgateRaw.at(index);
+          LOffset_ns = LAPPDMapOffsets.at(index);
+          LTSCorrection = LAPPDMapTSCorrections.at(index);
+          LBGCorrection = LAPPDMapBGCorrections.at(index);
+          LOSInMinusPS = LAPPDMapOSInMinusPS.at(index);
+        }
+        else
+        {
+          LTSRaw = 0;
+          LBGRaw = 0;
+          LOffset_ns = 0;
+          LTSCorrection = 0;
+          LBGCorrection = 0;
+          LOSInMinusPS = 0;
+        }
+      }
+      fWaveform->Fill();
+    }
+  }
+  if (treeMakerVerbosity > 0)
+    cout << "Found and saved " << waveformMax.size() << " waveforms" << endl;
+  return true;
+}
+
+bool LAPPDTreeMaker::FillPPSTimestamp()
+{
+  ppsTime0 = pps_vector.at(0);
+  ppsTime1 = pps_vector.at(1);
+  ppsCount0 = pps_count_vector.at(0);
+  ppsCount1 = pps_count_vector.at(1);
+  ppsDiff = ppsTime1 - ppsTime0;
+  m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPD_ID: " << LAPPD_ID << ", ppsDiff: " << ppsDiff << ", ppsTime0: " << ppsTime0 << ", ppsTime1: " << ppsTime1 << ", ppsCount0: " << ppsCount0 << ", ppsCount1: " << ppsCount1 << endl;
+  fTimeStamp->Fill();
+  return true;
+}
+
+bool LAPPDTreeMaker::FillLAPPDDataTimeStamp()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::FillLAPPDDataTimeStamp. Before fill: LAPPDDataTimeStampUL: " << LAPPDDataTimeStampUL << ", LAPPDDataBeamgateUL: " << LAPPDDataBeamgateUL << ", LAPPDDataTimestampPart1: " << LAPPDDataTimestampPart1 << ", LAPPDDataBeamgatePart1: " << LAPPDDataBeamgatePart1 << ", LAPPDDataTimestampPart2: " << LAPPDDataTimestampPart2 << ", LAPPDDataBeamgatePart2: " << LAPPDDataBeamgatePart2 << endl;
+  if (!MultiLAPPDMapTreeMaker)
+  {
+    m_data->CStore.Get("LAPPDBeamgate_Raw", LAPPDDataBeamgateUL);
+    m_data->CStore.Get("LAPPDTimestamp_Raw", LAPPDDataTimeStampUL);
+    m_data->CStore.Get("LAPPDBGIntCombined", LAPPDDataBeamgatePart1);
+    m_data->CStore.Get("LAPPDBGFloat", LAPPDDataBeamgatePart2);
+    m_data->CStore.Get("LAPPDTSIntCombined", LAPPDDataTimestampPart1);
+    m_data->CStore.Get("LAPPDTSFloat", LAPPDDataTimestampPart2);
+    m_data->CStore.Get("LAPPD_ID", LAPPD_ID);
+    fTimeStamp->Fill();
+  }
+  else
+  {
+    for (int i = 0; i < LAPPD_IDs.size(); i++)
+    {
+      LAPPD_ID = LAPPD_IDs.at(i);
+      LAPPDDataBeamgateUL = LAPPDMapBeamgateRaw.at(i);
+      LAPPDDataTimeStampUL = LAPPDMapTimeStampRaw.at(i);
+      fTimeStamp->Fill();
+    }
+  }
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDDataTimeStampUL: " << LAPPDDataTimeStampUL << ", LAPPDDataBeamgateUL: " << LAPPDDataBeamgateUL << ", LAPPDDataTimestampPart1: " << LAPPDDataTimestampPart1 << ", LAPPDDataBeamgatePart1: " << LAPPDDataBeamgatePart1 << ", LAPPDDataTimestampPart2: " << LAPPDDataTimestampPart2 << ", LAPPDDataBeamgatePart2: " << LAPPDDataBeamgatePart2 << endl;
+  return true;
+}
+
+bool LAPPDTreeMaker::FillTriggerTree()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::FillTriggerTree" << endl;
+
+  trigNumInThisMap = TriggerWordMap->size();
+  for (const auto &item : *TriggerWordMap)
+  {
+    CTCTimeStamp = item.first;
+    CTCTriggerWord = item.second;
+    fTrigger->Fill();
+    trigIndexInThisMap++;
+  }
+  if (treeMakerVerbosity > 0)
+    cout << "FillTriggerTree: " << trigNumInThisMap << " triggers filled" << endl;
+
+  return true;
+}
+
+bool LAPPDTreeMaker::FillGroupedTriggerTree()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::FillGroupedTriggerTree" << endl;
+
+  // fill new triggers from the map to ungrouped trigger buffer
+  for (const auto &item : *TriggerWordMap)
+  {
+    CTCTimeStamp = item.first;
+    CTCTriggerWord = item.second;
+
+    for (const auto &trigw : CTCTriggerWord)
+    {
+      unGroupedTriggerTimestamps.push_back(CTCTimeStamp);
+      unGroupedTriggerWords.push_back(trigw);
+    }
+  }
+
+  if (LoadGroupOption == "beam")
+    GroupTriggerByBeam();
+  else if (LoadGroupOption == "laser")
+    GroupTriggerByLaser();
+
+  GroupPPSTrigger();
+
+  for (int i = 0; i < groupedTriggerWordsVector.size(); i++)
+  {
+    groupedTriggerWords = groupedTriggerWordsVector.at(i);
+    groupedTriggerTimestamps = groupedTriggerTimestampsVector.at(i);
+    groupedTriggerType = groupedTriggerByType.at(i);
+    fGroupedTrigger->Fill();
+    TriggerGroupNumInThisEvent += 1;
+  }
+
+  CleanTriggers();
+
+  return true;
+}
+
+bool LAPPDTreeMaker::GroupTriggerByBeam()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::GroupTriggerByBeam" << endl;
+
+  vector<int> removeIndex;
+  bool beamNow = false;
+  bool trigger2ed = false;
+  bool trigger14ed = false;
+  bool trigger1ed = false;
+  int beamConfirm = 0;
+  vector<uint32_t> thisTGroup;
+  vector<unsigned long> thisTTimestamp;
+  bool ppsNow = false;
+
+  for (int i = 0; i < unGroupedTriggerWords.size(); i++)
+  {
+    uint32_t tWord = unGroupedTriggerWords.at(i);
+    unsigned long tTime = unGroupedTriggerTimestamps.at(i);
+    bool pushedToBuffer = false;
+    if (!beamNow)
+    {
+      // not in a beam group
+      if (tWord == 3)
+      {
+        beamNow = true;
+        beamConfirm = 0;
+        thisTGroup.push_back(tWord);
+        thisTTimestamp.push_back(tTime);
+        pushedToBuffer = true;
+        trigger2ed = false;
+        trigger14ed = false;
+        trigger1ed = false;
+      }
+    }
+    else
+    { // while in a group
+      if (beamConfirm <= 2 && tWord == 3)
+      {
+        // in grouping mode, meet a new start, but haven't got enough trigger 14 and 2
+        // clear buffer, restart the grouping from this t 3
+        thisTGroup.clear();
+        thisTTimestamp.clear();
+        beamNow = true;
+        thisTGroup.push_back(tWord);
+        thisTTimestamp.push_back(tTime);
+        pushedToBuffer = true;
+        trigger2ed = false;
+        trigger14ed = false;
+        trigger1ed = false;
+      }
+
+      if (beamConfirm > 2 && tWord == 10)
+      {
+        // if beam confirmed and meet a trigger 10, save the grouped triggers
+        // 10 always come with 8, which is delayed trigger to MRD
+        thisTGroup.push_back(tWord);
+        thisTTimestamp.push_back(tTime);
+        pushedToBuffer = true;
+        // if found trigger 14 and 2, save the grouped triggers
+        if ((std::find(thisTGroup.begin(), thisTGroup.end(), 14) != thisTGroup.end()) && (std::find(thisTGroup.begin(), thisTGroup.end(), 2) != thisTGroup.end()))
+        {
+          groupedTriggerWordsVector.push_back(thisTGroup);
+          groupedTriggerTimestampsVector.push_back(thisTTimestamp);
+          groupedTriggerByType.push_back(14);
+        }
+        thisTGroup.clear();
+        thisTTimestamp.clear();
+        beamNow = false;
+        trigger14ed = false;
+        trigger2ed = false;
+        trigger1ed = false;
+        beamConfirm = 0;
+      }
+
+      if (!pushedToBuffer && tWord != 32 && tWord != 34 && tWord != 36)
+      {
+        if (tWord == 2)
+        {
+          trigger2ed = true;
+          beamConfirm++;
+        }
+
+        if (tWord != 14)
+        {
+          thisTGroup.push_back(tWord);
+          thisTTimestamp.push_back(tTime);
+        }
+        else if (!trigger14ed)
+        {
+          thisTGroup.push_back(tWord);
+          thisTTimestamp.push_back(tTime);
+          trigger14ed = true;
+          beamConfirm++;
+        }
+        pushedToBuffer = true;
+      }
+    }
+
+    if (pushedToBuffer)
+    {
+      removeIndex.push_back(i);
+    }
+  }
+
+  vector<uint32_t> unRemovedTriggerWords;
+  vector<unsigned long> unRemovedTriggerTimestamps;
+  for (int i = 0; i < unGroupedTriggerWords.size(); i++)
+  {
+    if (std::find(removeIndex.begin(), removeIndex.end(), i) == removeIndex.end())
+    {
+      unRemovedTriggerWords.push_back(unGroupedTriggerWords.at(i));
+      unRemovedTriggerTimestamps.push_back(unGroupedTriggerTimestamps.at(i));
+    }
+  }
+  unGroupedTriggerTimestamps = unRemovedTriggerTimestamps;
+  unGroupedTriggerWords = unRemovedTriggerWords;
+
+  return true;
+}
+
+bool LAPPDTreeMaker::GroupPPSTrigger()
+{
+  if (treeMakerVerbosity > 0)
+    cout << "LAPPDTreeMaker::GroupPPSTrigger" << endl;
+
+  vector<int> removeIndex;
+  vector<uint32_t> thisTGroup;
+  vector<unsigned long> thisTTimestamp;
+  bool ppsNow = false;
+  for (int i = 0; i < unGroupedTriggerWords.size(); i++)
+  {
+    uint32_t tWord = unGroupedTriggerWords.at(i);
+    unsigned long tTime = unGroupedTriggerTimestamps.at(i);
+    bool pushedToBuffer = false;
+    if (!ppsNow)
+    {
+      if (tWord == 32)
+      {
+        ppsNow = true;
+        thisTGroup.push_back(tWord);
+        thisTTimestamp.push_back(tTime);
+        pushedToBuffer = true;
+      }
+    }
+    else
+    {
+      if (tWord == 34)
+      {
+        thisTGroup.push_back(tWord);
+        thisTTimestamp.push_back(tTime);
+        pushedToBuffer = true;
+        groupedTriggerWordsVector.push_back(thisTGroup);
+        groupedTriggerTimestampsVector.push_back(thisTTimestamp);
+        groupedTriggerByType.push_back(32);
+        thisTGroup.clear();
+        thisTTimestamp.clear();
+        ppsNow = false;
+      }
+    }
+
+    if (pushedToBuffer)
+    {
+      removeIndex.push_back(i);
+    }
+  }
+
+  vector<uint32_t> unRemovedTriggerWords;
+  vector<unsigned long> unRemovedTriggerTimestamps;
+  for (int i = 0; i < unGroupedTriggerWords.size(); i++)
+  {
+    if (std::find(removeIndex.begin(), removeIndex.end(), i) == removeIndex.end())
+    {
+      unRemovedTriggerWords.push_back(unGroupedTriggerWords.at(i));
+      unRemovedTriggerTimestamps.push_back(unGroupedTriggerTimestamps.at(i));
+    }
+  }
+  unGroupedTriggerTimestamps = unRemovedTriggerTimestamps;
+  unGroupedTriggerWords = unRemovedTriggerWords;
+  return true;
+}
+
+bool LAPPDTreeMaker::GroupTriggerByLaser()
+{
+  // waiting for implementation
+  return true;
+}
+
+void LAPPDTreeMaker::CleanTriggers()
+{
+  // only keep the last 1000 triggers
+  // create new vector to store the last 1000 triggers
+  if (unGroupedTriggerWords.size() > 1000)
+  {
+    std::vector<uint32_t> lastTrigWords(unGroupedTriggerWords.end() - 1000, unGroupedTriggerWords.end());
+    unGroupedTriggerWords = lastTrigWords;
+    std::vector<unsigned long> lastTrigTimestamps(unGroupedTriggerTimestamps.end() - 1000, unGroupedTriggerTimestamps.end());
+    unGroupedTriggerTimestamps = lastTrigTimestamps;
+  }
+}
+
+void LAPPDTreeMaker::LoadLAPPDMapInfo()
+{
+  // cout << "LAPPDTreeMaker::LoadLAPPDMapInfo" << endl;
+  bool getMap = m_data->Stores["ANNIEEvent"]->Get("LAPPDDataMap", LAPPDDataMap);
+  bool gotBeamgates_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgate_ns", LAPPDBeamgate_ns);
+  bool gotTimeStamps_ns = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStamps_ns", LAPPDTimeStamps_ns);
+  bool gotTimeStampsRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDTimeStampsRaw", LAPPDTimeStampsRaw);
+  bool gotBeamgatesRaw = m_data->Stores["ANNIEEvent"]->Get("LAPPDBeamgatesRaw", LAPPDBeamgatesRaw);
+  bool gotOffsets = m_data->Stores["ANNIEEvent"]->Get("LAPPDOffsets", LAPPDOffsets);
+  bool gotTSCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDTSCorrection", LAPPDTSCorrection);
+  bool gotDBGCorrection = m_data->Stores["ANNIEEvent"]->Get("LAPPDBGCorrection", LAPPDBGCorrection);
+  bool gotOSInMinusPS = m_data->Stores["ANNIEEvent"]->Get("LAPPDOSInMinusPS", LAPPDOSInMinusPS);
+  // cout << "LAPPDTreeMaker::LoadLAPPDMapInfo() get map = " << getMap << endl;
+
+  if (getMap)
+  {
+    if (treeMakerVerbosity > 0)
+      cout << "map size: " << LAPPDDataMap.size() << endl;
+    for (auto &item : LAPPDDataMap)
+    {
+      PsecData thisData = item.second;
+      int thisLAPPD_ID = thisData.LAPPD_ID;
+
+      uint64_t thisDataTime = item.first;
+      uint64_t thisTSRaw = LAPPDTimeStampsRaw.at(thisDataTime);
+      uint64_t thisBGRaw = LAPPDBeamgatesRaw.at(thisDataTime);
+      uint64_t thisOffset = LAPPDOffsets.at(thisDataTime);
+      int thisTSCorr = LAPPDTSCorrection.at(thisDataTime);
+      int thisDBGCorr = LAPPDBGCorrection.at(thisDataTime);
+      int thisOSInMinusPS = LAPPDOSInMinusPS.at(thisDataTime);
+
+      if (treeMakerVerbosity > 0)
+        cout << "tree maker, Got LAPPD ID: " << thisLAPPD_ID << ", time stamp: " << thisDataTime << ", TSraw " << thisTSRaw << ", BGraw " << thisBGRaw << ", offset " << thisOffset << ", TSCorr " << thisTSCorr << ", DBGCorr " << thisDBGCorr << ", OSInMinusPS " << thisOSInMinusPS << endl;
+
+      LAPPD_IDs.push_back(thisLAPPD_ID);
+      LAPPDMapTimeStampRaw.push_back(thisTSRaw);
+      LAPPDMapBeamgateRaw.push_back(thisBGRaw);
+      LAPPDMapOffsets.push_back(thisOffset);
+      LAPPDMapTSCorrections.push_back(thisTSCorr);
+      LAPPDMapBGCorrections.push_back(thisDBGCorr);
+      LAPPDMapOSInMinusPS.push_back(thisOSInMinusPS);
+
+      if (treeMakerVerbosity > 0)
+        cout << "size of LAPPD_IDs: " << LAPPD_IDs.size() << endl;
+    }
+  }
+  else
+  {
+    cout << "LAPPDTreeMaker::LoadLAPPDMapInfo, no LAPPDDataMap found" << endl;
+  }
+}
\ No newline at end of file
diff --git a/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
new file mode 100644
index 000000000..9fc491e2b
--- /dev/null
+++ b/UserTools/LAPPDTreeMaker/LAPPDTreeMaker.h
@@ -0,0 +1,185 @@
+#ifndef LAPPDTreeMaker_H
+#define LAPPDTreeMaker_H
+
+#include <string>
+#include <iostream>
+
+#include "Tool.h"
+#include "TTree.h"
+#include "TFile.h"
+#include "TString.h"
+#include "LAPPDPulse.h"
+#include "LAPPDHit.h"
+#include "Geometry.h"
+#include "Position.h"
+#include "PsecData.h"
+
+/**
+ * \class LAPPDTreeMaker
+ *
+ * This is a blank template for a Tool used by the script to generate a new custom tool. Please fill out the description and author information.
+ *
+ * $Author: Yue Feng $
+ * $Date: 2024/02/03 16:10:00 $
+ * Contact: yuef@iastate.edu
+ */
+class LAPPDTreeMaker : public Tool
+{
+
+public:
+    LAPPDTreeMaker();                                         ///< Simple constructor
+    bool Initialise(std::string configfile, DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+    bool Execute();                                           ///< Execute function used to perform Tool purpose.
+    bool Finalise();                                          ///< Finalise function used to clean up resources.
+    void CleanVariables();
+    bool FillPulseTree();
+    bool FillHitTree();
+    bool FillWaveformTree();
+    bool FillPPSTimestamp();
+    bool FillLAPPDDataTimeStamp();
+    bool LoadRunInfoFromRaw();
+    bool LoadRunInfoFromANNIEEvent();
+    bool GroupTriggerByBeam();
+    bool GroupTriggerByLaser();
+    bool GroupPPSTrigger();
+    bool FillTriggerTree();
+    bool FillGroupedTriggerTree();
+    void CleanTriggers();
+    void LoadLAPPDMapInfo();
+
+private:
+    TFile *file;
+    TTree *fPulse;
+    TTree *fHit;
+    TTree *fWaveform;
+    TTree *fTimeStamp;
+    TTree *fTrigger;
+    TTree *fGroupedTrigger;
+
+    int treeMakerVerbosity;
+    bool LAPPDana;
+    bool LoadingPPS;
+
+    bool LoadPulse;
+    bool LoadHit;
+    bool LoadWaveform;
+    bool LoadLAPPDDataTimeStamp;
+    bool LoadPPSTimestamp;
+    bool LoadRunInfoRaw;
+    bool LoadRunInfoANNIEEvent;
+    bool LoadTriggerInfo;
+    bool LoadGroupedTriggerInfo;
+    string LoadGroupOption; // using beam, or laser, or other.
+
+    std::map<unsigned long, vector<Waveform<double>>> lappdData;
+    std::map<unsigned long, vector<double>> waveformMax; // strip number+30*side, value
+    std::map<unsigned long, vector<double>> waveformRMS;
+    std::map<unsigned long, vector<double>> waveformMaxLast;
+    std::map<unsigned long, vector<double>> waveformMaxNearing;
+    std::map<unsigned long, vector<int>> waveformMaxTimeBin;
+
+    map<uint64_t, std::vector<uint32_t>> *TriggerWordMap;
+    unsigned long CTCTimeStamp;
+    std::vector<uint32_t> CTCTriggerWord;
+    int trigNumInThisMap;
+    int trigIndexInThisMap;
+    int TriggerGroupNumInThisEvent;
+    int groupedTriggerType;
+
+    vector<uint32_t> unGroupedTriggerWords;
+    vector<unsigned long> unGroupedTriggerTimestamps;
+    vector<vector<uint32_t>> groupedTriggerWordsVector;
+    vector<vector<unsigned long>> groupedTriggerTimestampsVector;
+    vector<int> groupedTriggerByType;
+    vector<uint32_t> groupedTriggerWords;
+    vector<unsigned long> groupedTriggerTimestamps;
+
+    double waveformMaxValue;
+    double waveformRMSValue;
+    bool waveformMaxFoundNear;
+    double waveformMaxNearingValue;
+    int waveformMaxTimeBinValue;
+
+    std::map<unsigned long, vector<vector<LAPPDPulse>>> lappdPulses;
+    std::map<unsigned long, vector<LAPPDHit>> lappdHits;
+    Geometry *_geom;
+    string treeMakerInputPulseLabel;
+    string treeMakerInputHitLabel;
+    string treeMakerOutputFileName;
+
+    int EventNumber; // this is for LAPPD relate event number, data or PPS, not trigger!!
+    int StripNumber;
+
+    int LAPPD_ID;
+    int ChannelID;
+    double PeakTime;
+    double Charge;
+    double PeakAmp;
+    double PulseStart;
+    double PulseEnd;
+    double PulseSize;
+    int PulseSide;
+    double PulseThreshold;
+    double PulseBaseline;
+
+    double HitTime;
+    double HitAmp;
+    double XPosTank;
+    double YPosTank;
+    double ZPosTank;
+    double ParallelPos;
+    double TransversePos;
+    double Pulse1StartTime;
+    double Pulse2StartTime;
+    double Pulse1LastTime;
+    double Pulse2LastTime;
+
+    unsigned long LAPPDDataTimeStampUL;
+    unsigned long LAPPDDataBeamgateUL;
+    unsigned long LAPPDDataTimestampPart1;
+    unsigned long LAPPDDataBeamgatePart1;
+    double LAPPDDataTimestampPart2;
+    double LAPPDDataBeamgatePart2;
+
+    vector<unsigned long> pps_vector;
+    vector<unsigned long> pps_count_vector;
+    Long64_t ppsDiff;
+    unsigned long ppsCount0;
+    unsigned long ppsCount1;
+    unsigned long ppsTime0; // in clock tick, without 3.125ns
+    unsigned long ppsTime1; // in clock tick, without 3.125ns
+
+    int RunNumber;
+    int SubRunNumber;
+    int PartFileNumber;
+
+    bool MultiLAPPDMapTreeMaker;
+    vector<int> LAPPD_IDs;
+    vector<uint64_t> LAPPDMapTimeStampRaw;
+    vector<uint64_t> LAPPDMapBeamgateRaw;
+    vector<uint64_t> LAPPDMapOffsets;
+    vector<int> LAPPDMapTSCorrections;
+    vector<int> LAPPDMapBGCorrections;
+    vector<int> LAPPDMapOSInMinusPS;
+
+    std::map<uint64_t, PsecData> LAPPDDataMap;
+    std::map<uint64_t, uint64_t> LAPPDBeamgate_ns;
+    std::map<uint64_t, uint64_t> LAPPDTimeStamps_ns; // data and key are the same
+    std::map<uint64_t, uint64_t> LAPPDTimeStampsRaw;
+    std::map<uint64_t, uint64_t> LAPPDBeamgatesRaw;
+    std::map<uint64_t, uint64_t> LAPPDOffsets;
+    std::map<uint64_t, int> LAPPDTSCorrection;
+    std::map<uint64_t, int> LAPPDBGCorrection;
+    std::map<uint64_t, int> LAPPDOSInMinusPS;
+
+
+    uint64_t LTSRaw;
+    uint64_t LBGRaw;
+    uint64_t LOffset_ns;
+    int LTSCorrection;
+    int LBGCorrection;
+    int LOSInMinusPS;
+    uint64_t CTCPrimeTriggerTime;
+};
+
+#endif
diff --git a/UserTools/LAPPDTreeMaker/README.md b/UserTools/LAPPDTreeMaker/README.md
new file mode 100644
index 000000000..23363ae82
--- /dev/null
+++ b/UserTools/LAPPDTreeMaker/README.md
@@ -0,0 +1,20 @@
+# LAPPDTreeMaker
+
+LAPPDTreeMaker
+
+## Data
+
+Describe any data formats LAPPDTreeMaker creates, destroys, changes, or analyzes. E.G.
+
+**RawLAPPDData** `map<Geometry, vector<Waveform<double>>>`
+* Takes this data from the `ANNIEEvent` store and finds the number of peaks
+
+
+## Configuration
+
+Describe any configuration variables for LAPPDTreeMaker.
+
+```
+param1 value1
+param2 value2
+```
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index 7e64d4e9b..9769ae107 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -182,3 +182,4 @@
 #include "PrintDQ.h"
 #include "AssignBunchTimingMC.h"
 #include "FitRWMWaveform.h"
+#include "LAPPDTreeMaker.h"

From fc99749e09e74f59fba48cc0120056a234a7cbd7 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Fri, 4 Apr 2025 14:33:56 -0500
Subject: [PATCH 122/163] Add changes from Steven's latest change for Event
 building about hits from local code at /exp/annie/app/users/doran/EB_BC_TA

Changes list at https://docs.google.com/spreadsheets/d/13OXWEUbxF2vjMa6SKUKhL2rhXHUsshZY1PF4VnS7pnA/edit?gid=88985152#gid=88985152
---
 .../PhaseIIADCCalibrator.cpp                  |  35 ++-
 .../PhaseIIADCHitFinder.cpp                   | 217 ++++++++++++++++--
 .../EventBuilderV2/PhaseIIADCHitFinderConfig  |   2 +-
 .../PhaseIIADCHitFinderConfig                 |   2 +-
 .../PhaseIIADCHitFinderConfig                 |   2 +-
 .../PhaseIIADCHitFinderConfig                 |   2 +-
 6 files changed, 233 insertions(+), 27 deletions(-)

diff --git a/UserTools/PhaseIIADCCalibrator/PhaseIIADCCalibrator.cpp b/UserTools/PhaseIIADCCalibrator/PhaseIIADCCalibrator.cpp
index a85341ac1..bcca11115 100644
--- a/UserTools/PhaseIIADCCalibrator/PhaseIIADCCalibrator.cpp
+++ b/UserTools/PhaseIIADCCalibrator/PhaseIIADCCalibrator.cpp
@@ -723,20 +723,27 @@ PhaseIIADCCalibrator::make_calibrated_waveforms_ze3ra_multi(
   // come from the same readout for the same channel)
   std::vector< CalibratedADCWaveform<double> > calibrated_waveforms;
   for (const auto& raw_waveform : raw_waveforms) {
-    std::vector<uint16_t> baselines;
+    std::vector<double> baselines;
+    std::vector<double> sigma_baselines;
     std::vector<size_t> RepresentationRegion;
-    double first_baseline=0;
-    double first_sigma_baseline;
+    bool isFirst = true;
+    double first_baseline, first_sigma_baseline;
     double baseline, sigma_baseline;
     const size_t nsamples = raw_waveform.Samples().size();
     for(size_t starting_sample = 0; starting_sample < nsamples; starting_sample += baseline_rep_samples){
       double baseline, sigma_baseline;
       ze3ra_baseline(raw_waveform, baseline, sigma_baseline,
         num_baseline_samples,starting_sample);
-      if(sigma_baseline<baseline_unc_tolerance){
+      if(sigma_baseline < baseline_unc_tolerance){
         RepresentationRegion.push_back(starting_sample + baseline_rep_samples);
         baselines.push_back(baseline);
+	sigma_baselines.push_back(sigma_baseline);
       } else {
+	if (isFirst) {
+	  first_baseline = baseline;
+	  first_sigma_baseline = sigma_baseline;
+	  isFirst = false;
+	}
         if(verbosity>4) std::cout << "BASELINE UNCERTAINTY BEYOND SET THRESHOLD.  IGNORING SAMPLE" << std::endl;
       }
     }
@@ -746,6 +753,7 @@ PhaseIIADCCalibrator::make_calibrated_waveforms_ze3ra_multi(
       if(verbosity>4) std::cout << "NO BASLINE FOUND WITHIN TOLERANCE.  USING FIRST AS BEST ESTIMATE" << std::endl;
       RepresentationRegion.push_back(baseline_rep_samples);
       baselines.push_back(first_baseline);
+      sigma_baselines.push_back(first_sigma_baseline);
     }
     std::vector<double> cal_data;
     const std::vector<unsigned short>& raw_data = raw_waveform.Samples();
@@ -762,10 +770,23 @@ PhaseIIADCCalibrator::make_calibrated_waveforms_ze3ra_multi(
         }
       }
     }
-    double bl_estimates_mean, bl_estimates_var;
-    ComputeMeanAndVariance(baselines, bl_estimates_mean, bl_estimates_var);
+    double bl_estimates_mean = 0;
+    double bl_estimates_sigma = 0;
+
+    // When averaging multiple means you need to average the variances as well
+    // We don't want to use the variance of the mean of all the baselines.
+    // If there is only one baseline then the variance is 0 if you do that...
+    for (size_t idx = 0; idx < baselines.size(); ++idx) {
+      bl_estimates_mean += baselines[idx];
+      bl_estimates_sigma += pow(sigma_baselines[idx],2);
+    }
+    bl_estimates_sigma = sqrt(bl_estimates_sigma / double(baselines.size()));
+	bl_estimates_mean = bl_estimates_mean / double(baselines.size());   
+ 
+    //    ComputeMeanAndVariance(baselines, bl_estimates_mean, bl_estimates_var, std::numeric_limits<size_t>::max(), 0, 7);
+    
     calibrated_waveforms.emplace_back(raw_waveform.GetStartTime(),
-      cal_data, bl_estimates_mean, bl_estimates_var);
+      cal_data, bl_estimates_mean, bl_estimates_sigma);
   }
   return calibrated_waveforms;
 }
diff --git a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
index 4b0d1ab25..246bd8550 100755
--- a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
+++ b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
@@ -386,9 +386,6 @@ bool PhaseIIADCHitFinder::Execute() {
    // std::cout <<"InProgressHits size (calibrator): "<<InProgressHits->size()<<std::endl;
    // std::cout <<"InProgressRecoADCHits size (calibrator): "<<InProgressRecoADCHits->size()<<std::endl;
    // std::cout <<"InProgressHitsAux size (calibrator): "<<InProgressHitsAux->size()<<std::endl;
-          cout<<"InProgressChkey size: "<<InProgressChkey->size()<<endl;
-      cout<<"InProgressHits size: "<<InProgressHits->size()<<endl;
-
     if (new_data){
       //std::cout <<"FinishedHits"<<std::endl;
       //Setting variables into the CStore
@@ -396,7 +393,6 @@ bool PhaseIIADCHitFinder::Execute() {
       //std::cout <<"FinishedRecoADCHits"<<std::endl;
       m_data->CStore.Set("InProgressRecoADCHits",InProgressRecoADCHits);
       m_data->CStore.Set("InProgressChkey",InProgressChkey);
-      cout<<"InProgressChkey size: "<<InProgressChkey->size()<<endl;
       //std::cout <<"FinishedHitsAux"<<std::endl;
       m_data->CStore.Set("InProgressHitsAux",InProgressHitsAux);
      // std::cout <<"FinishedRecoADCHitsAux"<<std::endl;
@@ -733,6 +729,8 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bywindow(
 }
 
 
+// ******************************************************************
+// "PulseFindingApproach" default for EventBuilding
 std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
   const Waveform<unsigned short>& raw_minibuffer_data,
   const CalibratedADCWaveform<double>& calibrated_minibuffer_data,
@@ -828,8 +826,8 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
       if(it != ChannelKeyToTimingOffsetMap.end()){ //Timing offset is available
         timing_offset = ChannelKeyToTimingOffsetMap.at(channel_key);
       } else {
-        if(verbosity>2){
-          std::cout << "Didn't find Timing offset for channel " << channel_key << std::endl;
+        if(verbosity>v_error){
+          std::cout << "PhaseIIADCHitFinder: Didn't find Timing offset for channel... setting this channel's offset to 0ns" << channel_key << std::endl;
         }
       }
 
@@ -841,7 +839,191 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
         calibrated_minibuffer_data.GetSigmaBaseline(),
         raw_area, max_ADC, calibrated_amplitude, charge);
     }
-  
+
+
+  // ******************************************************************
+  // Fixed integration window defined relative to *baseline* threshold crossings
+  // "PulseWindowType" default for EventBuilding (to match the 2023 gains calibration integration approach)
+  } else if(pulse_window_type == "Fixed_2023_Gains"){
+
+      // 2023 Gains integration approach (same as 'full_window_maxpeak' PulseFindingApproach, but we require pulse threshold finding)
+      //      * pulse is defined as any instance of sample above the ADC threshold
+      //      * pulse start defined as 5 samples to the left from where the pulse emerges from the baseline
+      //      * pulse end defined as 5 samples to the right from where the pulse returns to the baseline
+
+      size_t pulse_start_sample = BOGUS_INT;
+      size_t pulse_end_sample = BOGUS_INT;
+
+      // loop through samples until we find a pulse, then extraction pulse parameters
+      for (size_t s = 0; s < num_samples; ++s) {
+
+        // if any values are above threshold, we have found a pulse
+        if ( !in_pulse && raw_minibuffer_data.GetSample(s) > adc_threshold ) {
+          in_pulse = true;
+          if(verbosity>v_debug) std::cout << "PhaseIIADCHitFinder: FOUND PULSE" << std::endl;
+
+          // for cases that are very early in the buffer, we can just assign the pulse start as 0 to avoid errors
+          if (static_cast<int>(s) - 5 < 0) {
+            if(verbosity>v_debug) std::cout << "Pulse found is VERY EARLY in the minibuffer (< 5 samples)... assigning pulse start as 0" << std::endl;
+            pulse_start_sample = 0;
+          } 
+
+          else {
+            size_t pulsewinleft = s;
+
+            // determine start of pulse by walking back from the threshold crossing point until we dip below baseline, then take 5 samples before as the pulse start
+            while (pulsewinleft > 0) {
+              double raw_sample_height = raw_minibuffer_data.GetSample(pulsewinleft);
+              if (raw_sample_height <= baseline_plus_one_sigma) {
+
+                if (pulsewinleft >= 5) {                   // avoid underflow
+                  pulse_start_sample = pulsewinleft - 5;   // pulse start = baseline crossing - 5 samples
+                } 
+                
+                else {
+                  if(verbosity>v_debug) std::cout << "Baseline crossing is VERY EARLY in the minibuffer (< 5 samples)... assigning pulse start as 0" << std::endl;
+                  pulse_start_sample = 0;
+                }
+
+                  break;
+              } 
+            pulsewinleft--;
+            }
+
+            // if pulsewinleft reaches 0 without finding a baseline crossing (maybe ringing?), hault it at 0 and assign pulse start
+            // TODO: figure out what is wrong with these pulses
+            if (pulsewinleft == 0) {
+              if (verbosity > v_debug) {
+                std::cout << "Baseline crossing was not found... assigning pulse start as 0" << std::endl;
+              }
+              pulse_start_sample = 0;
+            }
+          }
+
+        // once we reach the baseline again (right side of the pulse), we determine the pulse stop (5 samples after baseline + sigma crossing)
+        // or in case we've reached the end of the minibuffer, force pulse to end
+        } else if ( in_pulse && ((raw_minibuffer_data.GetSample(s) < baseline_plus_one_sigma) || (s == num_samples - 1)) ) {
+          in_pulse = false;
+          
+          if (s == num_samples - 1) {
+            if(verbosity>v_debug) std::cout << "Pulse found is VERY LATE in the minibuffer (we're at the final sample)... forcing pulse to end" << std::endl;
+            pulse_end_sample = s;
+          } else {
+            pulse_end_sample = (s + 5 < (num_samples - 1)) ? (s + 5) : (num_samples - 1);   // ensure we don't exceed the buffer
+          }
+
+          // double check that pulse start and stop were found successfully
+          if (verbosity > v_debug) {
+          std::cout << "Pulse start and end determined! (" << pulse_start_sample 
+                    << ", " << pulse_end_sample << ")" << std::endl;
+          }
+          
+          
+          // Integrate the pulse to get its area. Use a Riemann sum. Also get
+          // the raw amplitude (maximum ADC value within the pulse) and the
+          // sample at which the peak occurs.
+          unsigned long raw_area = 0; // ADC * samples
+          unsigned short max_ADC = std::numeric_limits<unsigned short>::lowest();
+          size_t peak_sample = BOGUS_INT;
+          for (size_t p = pulse_start_sample; p <= pulse_end_sample; ++p) {
+            raw_area += raw_minibuffer_data.GetSample(p);
+            if (max_ADC < raw_minibuffer_data.GetSample(p)) {
+              max_ADC = raw_minibuffer_data.GetSample(p);
+              peak_sample = p;
+            }
+          }
+          // The amplitude of the pulse (V)
+          double calibrated_amplitude
+            = calibrated_minibuffer_data.GetSample(peak_sample);
+
+          // Calculated the charge detected in this pulse (nC)
+          // using the calibrated waveform
+          double charge = 0.;
+          // Integrate the calibrated pulse (to get a quantity in V * samples)
+          for (size_t p = pulse_start_sample; p <= pulse_end_sample; ++p) {
+            charge += calibrated_minibuffer_data.GetSample(p);
+          }
+
+          // Convert the pulse integral to nC
+          // FIXME: We need a static database with each PMT's impedance
+          charge *= NS_PER_ADC_SAMPLE / ADC_IMPEDANCE;
+          // TODO: consider adding code to merge pulses if they occur
+          // very close together (i.e. if the end of one is just a few samples away
+          // from the start of another)
+
+          // PMT Timing offsets
+          double timing_offset=0.0;
+          std::map<unsigned long , double>::const_iterator it = ChannelKeyToTimingOffsetMap.find(channel_key);
+          if(it != ChannelKeyToTimingOffsetMap.end()){ //Timing offset is available
+            timing_offset = ChannelKeyToTimingOffsetMap.at(channel_key);
+          } else {
+            if(verbosity>v_error){
+              std::cout << "PhaseIIADCHitFinder: Didn't find Timing offset for channel... setting this channel's offset to 0ns" << channel_key << std::endl;
+            }
+          }
+
+          // New approach to hit timing to avoid 2ns bins - 50% threshold above baseline
+          // Look for where the ADC value crosses 50% of the maximum, assign hit time
+          // TODO: consider using an approach recommended by Bob: get time at 50%, get time at 20%, draw straight line in between and find time to zero threshold
+          const double threshold_percentage = 0.5;
+          unsigned short threshold_value = ((max_ADC - adc_threshold) * threshold_percentage) + adc_threshold;
+          double hit_time = peak_sample;
+          bool hit_time_found = false;
+
+          // Find the first sample where the ADC value is above 50%
+          for (size_t p = peak_sample; p > pulse_start_sample; --p) {
+              if (raw_minibuffer_data.GetSample(p) < threshold_value) {
+                hit_time = p;
+                hit_time_found = true;
+                break;
+                }
+          }
+
+        // Perform simple linear interpolation to find exact crossing point
+        if (hit_time_found) {
+          if(verbosity>v_debug) std::cout << "Interpolating hit time..." << std::endl;
+          if (hit_time > pulse_start_sample && hit_time < pulse_end_sample) {
+              double x1 = hit_time;
+              double x2 = hit_time + 1.0;
+              unsigned short y1 = raw_minibuffer_data.GetSample(static_cast<size_t>(x1));
+              unsigned short y2 = raw_minibuffer_data.GetSample(static_cast<size_t>(x2));
+              hit_time = x1 + (threshold_value - y1) * (x2 - x1) / (y2 - y1);   // linear interpolation
+          }
+        }
+
+        if(verbosity>v_debug) {
+          
+          std::cout << "Hit time [ns] " << hit_time * NS_PER_ADC_SAMPLE << std::endl;
+
+          if (hit_time < 0.0) {
+            // If for some reason the interpolation finds a negative time value (if the pulse is extremely early in the buffer),
+            // default to the peak time (maximum ADC value of the pulse)
+            std::cout << "Hit time is negative! Defaulting to peak time" << std::endl;
+            hit_time = peak_sample;
+          }
+
+          std::cout << "Pulse properties: " << std::endl;
+          std::cout << "     chanID:      " << channel_key << std::endl;
+          std::cout << "     charge:      " << ( charge ) << std::endl;
+          std::cout << "     start time:  " << ( pulse_start_sample ) << std::endl;
+          std::cout << "     hit time:    " << ( hit_time ) << std::endl;
+          std::cout << "     stop time:   " << ( pulse_end_sample ) << std::endl;
+
+        }
+
+          // Store the freshly made pulse in the vector of found pulses
+          pulses.emplace_back(channel_key,
+            ( pulse_start_sample * NS_PER_ADC_SAMPLE )-timing_offset,
+            ( hit_time * NS_PER_ADC_SAMPLE )-timing_offset,                 // interpolated hit time
+            calibrated_minibuffer_data.GetBaseline(),
+            calibrated_minibuffer_data.GetSigmaBaseline(),
+            raw_area, max_ADC, calibrated_amplitude, charge);
+        }
+      }
+
+	  
+  // ******************************************************************
+  // "PulseWindowType" default for EventBuilding
   // Peak windows are defined only by crossing and un-crossing of ADC threshold
   } else if(pulse_window_type == "dynamic"){
     size_t pulse_start_sample = BOGUS_INT;
@@ -902,8 +1084,8 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
       if(it != ChannelKeyToTimingOffsetMap.end()){ //Timing offset is available
         timing_offset = ChannelKeyToTimingOffsetMap.at(channel_key);
       } else {
-        if(verbosity>2){
-          std::cout << "Didn't find Timing offset for channel " << channel_key << std::endl;
+        if(verbosity>v_error){
+          std::cout << "PhaseIIADCHitFinder: Didn't find Timing offset for channel... setting this channel's offset to 0ns" << channel_key << std::endl;
         }
       }
 
@@ -936,20 +1118,23 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
         }
       }
 
-      if(verbosity>4) std::cout << "Hit time [ns] " << hit_time * NS_PER_ADC_SAMPLE << std::endl;
+      if(verbosity>v_debug) {
+	      
+	      std::cout << "Hit time [ns] " << hit_time * NS_PER_ADC_SAMPLE << std::endl;
 
-      if (hit_time < 0.0) {
-        // If for some reason the interpolation finds a negative time value (if the pulse is extremely early in the buffer),
-        // default to the peak time
-        std::cout << "Hit time is negative! Defaulting to peak time" << std::endl;
-        hit_time = peak_sample;
+	      if (hit_time < 0.0) {
+	        // If for some reason the interpolation finds a negative time value (if the pulse is extremely early in the buffer),
+	        // default to the peak time (maximum ADC value of the pulse)
+	        std::cout << "Hit time is negative! Defaulting to peak time" << std::endl;
+	        hit_time = peak_sample;
+	      }
       }
 
 
         // Store the freshly made pulse in the vector of found pulses
         pulses.emplace_back(channel_key,
           ( pulse_start_sample * NS_PER_ADC_SAMPLE )-timing_offset,
-          (hit_time * NS_PER_ADC_SAMPLE)-timing_offset,
+          (hit_time * NS_PER_ADC_SAMPLE)-timing_offset,                 // interpolated hit time
           calibrated_minibuffer_data.GetBaseline(),
           calibrated_minibuffer_data.GetSigmaBaseline(),
           raw_area, max_ADC, calibrated_amplitude, charge);
diff --git a/configfiles/EventBuilderV2/PhaseIIADCHitFinderConfig b/configfiles/EventBuilderV2/PhaseIIADCHitFinderConfig
index d183b7b27..991f5d222 100644
--- a/configfiles/EventBuilderV2/PhaseIIADCHitFinderConfig
+++ b/configfiles/EventBuilderV2/PhaseIIADCHitFinderConfig
@@ -3,7 +3,7 @@ verbosity 0
 UseLEDWaveforms 0
 
 PulseFindingApproach threshold
-PulseWindowType dynamic
+PulseWindowType Fixed_2023_Gains
 DefaultADCThreshold 7
 DefaultThresholdType relative
 
diff --git a/configfiles/EventBuilderV2_AmBe/PhaseIIADCHitFinderConfig b/configfiles/EventBuilderV2_AmBe/PhaseIIADCHitFinderConfig
index d183b7b27..991f5d222 100644
--- a/configfiles/EventBuilderV2_AmBe/PhaseIIADCHitFinderConfig
+++ b/configfiles/EventBuilderV2_AmBe/PhaseIIADCHitFinderConfig
@@ -3,7 +3,7 @@ verbosity 0
 UseLEDWaveforms 0
 
 PulseFindingApproach threshold
-PulseWindowType dynamic
+PulseWindowType Fixed_2023_Gains
 DefaultADCThreshold 7
 DefaultThresholdType relative
 
diff --git a/configfiles/EventBuilderV2_cosmic/PhaseIIADCHitFinderConfig b/configfiles/EventBuilderV2_cosmic/PhaseIIADCHitFinderConfig
index d183b7b27..991f5d222 100644
--- a/configfiles/EventBuilderV2_cosmic/PhaseIIADCHitFinderConfig
+++ b/configfiles/EventBuilderV2_cosmic/PhaseIIADCHitFinderConfig
@@ -3,7 +3,7 @@ verbosity 0
 UseLEDWaveforms 0
 
 PulseFindingApproach threshold
-PulseWindowType dynamic
+PulseWindowType Fixed_2023_Gains
 DefaultADCThreshold 7
 DefaultThresholdType relative
 
diff --git a/configfiles/EventBuilderV2_laser/PhaseIIADCHitFinderConfig b/configfiles/EventBuilderV2_laser/PhaseIIADCHitFinderConfig
index d183b7b27..991f5d222 100644
--- a/configfiles/EventBuilderV2_laser/PhaseIIADCHitFinderConfig
+++ b/configfiles/EventBuilderV2_laser/PhaseIIADCHitFinderConfig
@@ -3,7 +3,7 @@ verbosity 0
 UseLEDWaveforms 0
 
 PulseFindingApproach threshold
-PulseWindowType dynamic
+PulseWindowType Fixed_2023_Gains
 DefaultADCThreshold 7
 DefaultThresholdType relative
 

From c91001a1ddf2a1ff06a6f0428c1885aadeb146ec Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Fri, 4 Apr 2025 14:38:08 -0500
Subject: [PATCH 123/163] Increase the limit about loading files in a tool
 chain

---
 Setup.sh | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/Setup.sh b/Setup.sh
index 42bbeacac..e59ef742c 100644
--- a/Setup.sh
+++ b/Setup.sh
@@ -4,6 +4,8 @@
 
 ToolDAQapp=`pwd`
 
+ulimit -n 4096
+
 export LIBGL_ALWAYS_INDIRECT=1
 
 source ${ToolDAQapp}/ToolDAQ/root-6.24.06/install/bin/thisroot.sh

From f372cb3a7dff762c999a87edf5c620ce20c93721 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Fri, 4 Apr 2025 17:42:38 -0500
Subject: [PATCH 124/163] Fix a bug about NumWavesInCompleteSet in EBPMT

Previously, if NumWavesInCompleteSet was set to 140 and there are only ~133 PMT waveforms exist in data, the AlmostCompleteWaveforms[PMTCounterTimeNs] won't be created. But the usage of AlmostCompleteWaveforms[PMTCounterTimeNs] in Log will create an entry there. This won't affect the later code because there are checks to require AlmostCompleteWaveforms[PMTCounterTimeNs] > 5.

Now the Log was removed and the tolerance for PMT number is changed to 10 at:
ChannelKey.size() >= (NumWavesInCompleteSet - 10)

Also change the pedestal subtraction for LAPPD_EB tool chain to be 0.
---
 UserTools/EBPMT/EBPMT.cpp    | 55 ++++++++++++++++++++++++------------
 configfiles/LAPPD_EB/Configs |  2 +-
 2 files changed, 38 insertions(+), 19 deletions(-)

diff --git a/UserTools/EBPMT/EBPMT.cpp b/UserTools/EBPMT/EBPMT.cpp
index 72b21cb3f..cc160819f 100644
--- a/UserTools/EBPMT/EBPMT.cpp
+++ b/UserTools/EBPMT/EBPMT.cpp
@@ -26,8 +26,8 @@ bool EBPMT::Initialise(std::string configfile, DataModel &data)
   NumWavesInCompleteSet = 140;
 
   FinishedHits = new std::map<uint64_t, std::map<unsigned long, std::vector<Hit>> *>();
-  RWMRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>();
-  BRFRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>();
+  //RWMRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>();
+  //BRFRawWaveforms = new std::map<uint64_t, std::vector<uint16_t>>();
 
   saveRWMWaveforms = true;
   saveBRFWaveforms = true;
@@ -43,10 +43,14 @@ bool EBPMT::Execute()
   bool gotHits = m_data->CStore.Get("InProgressHits", InProgressHits);
   bool gotChkey = m_data->CStore.Get("InProgressChkey", InProgressChkey);
 
-  m_data->CStore.Get("RWMRawWaveforms", RWMRawWaveforms);
-  m_data->CStore.Get("BRFRawWaveforms", BRFRawWaveforms);
-  Log("EBPMT: Got RWMRawWaveforms size: " + std::to_string(RWMRawWaveforms->size()), v_message, verbosityEBPMT);
-  Log("EBPMT: Got BRFRawWaveforms size: " + std::to_string(BRFRawWaveforms->size()), v_message, verbosityEBPMT);
+    if (!gotHits || !gotChkey)
+  {
+    Log("EBPMT: No InProgressHits or InProgressChkey found", v_message, verbosityEBPMT);
+    return true;
+  }
+  Log("EBPMT: got inprogress hits and chkey with size " + std::to_string(InProgressHits->size()) + " and " + std::to_string(InProgressChkey->size()), v_message, verbosityEBPMT);
+
+
 
   if (exeNum % 80 == 0 && exeNum != 0)
   {
@@ -72,14 +76,19 @@ bool EBPMT::Execute()
   Log("EBPMT: Got PairedPMTTimeStamps size: " + std::to_string(PairedPMTTimeStamps.size()), v_message, verbosityEBPMT);
   Log("EBPMT: Got PairedPMTTriggerTimestamp size: " + std::to_string(PairedCTCTimeStamps.size()), v_message, verbosityEBPMT);
 
-  Log("EBPMT: gotHits = " + std::to_string(gotHits) + " gotChkey = " + std::to_string(gotChkey), v_message, verbosityEBPMT);
-  if (!gotHits || !gotChkey)
+
+
+    bool gotRWM = m_data->CStore.Get("RWMRawWaveforms", RWMRawWaveforms);
+  bool gotBRF = m_data->CStore.Get("BRFRawWaveforms", BRFRawWaveforms);
+  if (gotRWM && gotBRF && RWMRawWaveforms != NULL && BRFRawWaveforms != NULL)
   {
-    Log("EBPMT: No InProgressHits or InProgressChkey found", v_message, verbosityEBPMT);
-    return true;
+    Log("EBPMT: Got RWMRawWaveforms size: " + std::to_string(RWMRawWaveforms->size()), v_message, verbosityEBPMT);
+    Log("EBPMT: Got BRFRawWaveforms size: " + std::to_string(BRFRawWaveforms->size()), v_message, verbosityEBPMT);
+  }
+  else
+  {
+    Log("EBPMT: No RWMRawWaveforms or BRFRawWaveforms found", v_message, verbosityEBPMT);
   }
-
-  Log("EBPMT: got inprogress hits and chkey with size " + std::to_string(InProgressHits->size()) + " and " + std::to_string(InProgressChkey->size()), v_message, verbosityEBPMT);
 
   vector<uint64_t> PMTEmplacedHitTimes;
   vector<uint64_t> RWMEmplacedTimes;
@@ -109,7 +118,7 @@ bool EBPMT::Execute()
     if (MaxObservedNumWaves > NumWavesInCompleteSet)
       NumWavesInCompleteSet = MaxObservedNumWaves;
 
-    if (ChannelKey.size() == (NumWavesInCompleteSet - 1))
+    if (ChannelKey.size() >= (NumWavesInCompleteSet - 10))
     {
       Log("EBPMT: ChannelKey.size() == (NumWavesInCompleteSet - 1), ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " == NumWavesInCompleteSet - 1 = " + std::to_string(NumWavesInCompleteSet - 1), v_debug, verbosityEBPMT);
       if (AlmostCompleteWaveforms.find(PMTCounterTimeNs) != AlmostCompleteWaveforms.end())
@@ -122,7 +131,7 @@ bool EBPMT::Execute()
       Log("EBPMT: AlmostCompleteWaveforms adding PMTCounterTimeNs = " + std::to_string(PMTCounterTimeNs) + " to " + std::to_string(AlmostCompleteWaveforms[PMTCounterTimeNs]), v_debug, verbosityEBPMT);
     }
 
-    Log("EBPMT: ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " >= NumWavesInCompleteSet = " + std::to_string(NumWavesInCompleteSet) + " or AlmostCompleteWaveforms.at(PMTCounterTimeNs) = " + std::to_string(AlmostCompleteWaveforms[PMTCounterTimeNs] >= 5), v_debug, verbosityEBPMT);
+    //Log("EBPMT: ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " >= NumWavesInCompleteSet = " + std::to_string(NumWavesInCompleteSet) + " or AlmostCompleteWaveforms.at(PMTCounterTimeNs) = " + std::to_string(AlmostCompleteWaveforms[PMTCounterTimeNs] >= 5), v_debug, verbosityEBPMT);
 
 
     // print all elements in vector<unsigned long> ChannelKey
@@ -132,9 +141,15 @@ bool EBPMT::Execute()
 //      cout<<ch<<", ";
 //    }
 //    cout<<endl;
+auto it_acw = AlmostCompleteWaveforms.find(PMTCounterTimeNs);
+    int AlmostCompleteWaveforms_CountHere = 0;
+    if (it_acw != AlmostCompleteWaveforms.end())
+    {
+      AlmostCompleteWaveforms_CountHere = it_acw->second;
+    }
 
 
-    if (ChannelKey.size() >= NumWavesInCompleteSet || ((ChannelKey.size() == NumWavesInCompleteSet - 1) && (AlmostCompleteWaveforms[PMTCounterTimeNs] >= 5)))
+    if (ChannelKey.size() >= NumWavesInCompleteSet || ((ChannelKey.size() == NumWavesInCompleteSet - 1) && (AlmostCompleteWaveforms_CountHere >= 5)))
     {
       Log("EBPMT: Emplace hit map to FinishedHits, ChannelKey.size() = " + std::to_string(ChannelKey.size()) + " >= NumWavesInCompleteSet = " + std::to_string(NumWavesInCompleteSet) + " or AlmostCompleteWaveforms.at(PMTCounterTimeNs) = " + std::to_string(AlmostCompleteWaveforms.at(PMTCounterTimeNs) >= 5), v_debug, verbosityEBPMT);
 
@@ -322,9 +337,13 @@ bool EBPMT::Matching(int targetTrigger, int matchToTrack)
     Log("EBPMT: looping hit " + std::to_string(loopNum) + ", minDT: " + std::to_string(minDT) + ", minDTTrigger time: " + std::to_string(minDTTrigger) + " with word " + std::to_string(matchedTrigWord) + ", in trigger track " + std::to_string(matchedTrack), v_warning, verbosityEBPMT);
     if (minDT < matchTolerance_ns)
     {
-      PairedCTCTimeStamps[matchedTrack].push_back(minDTTrigger);
-      PairedPMTTimeStamps[matchedTrack].push_back(PMTCounterTimeNs);
-      PairedPMT_TriggerIndex[matchedTrack].push_back(matchedIndex);
+      //PairedCTCTimeStamps[matchedTrack].push_back(minDTTrigger);
+      //PairedPMTTimeStamps[matchedTrack].push_back(PMTCounterTimeNs);
+      //PairedPMT_TriggerIndex[matchedTrack].push_back(matchedIndex);
+
+      PairedCTCTimeStamps.emplace(matchedTrack, std::vector<uint64_t>{}).first->second.push_back(minDTTrigger);
+      PairedPMTTimeStamps.emplace(matchedTrack, std::vector<uint64_t>{}).first->second.push_back(PMTCounterTimeNs);
+      PairedPMT_TriggerIndex.emplace(matchedTrack, std::vector<int>{}).first->second.push_back(matchedIndex);
 
       // the pmt hit map with timestmap PMTCounterTimeNs, match to trigger with timestamp minDTTrigger
       // the matched trigger is at matchedIndex of that trigger track
diff --git a/configfiles/LAPPD_EB/Configs b/configfiles/LAPPD_EB/Configs
index 57eea8279..0975b4615 100644
--- a/configfiles/LAPPD_EB/Configs
+++ b/configfiles/LAPPD_EB/Configs
@@ -18,7 +18,7 @@ BoardIndexLabel BoardIndex #Label of the vector of read out boards
 PsecReceiveMode 1
 stopEntries 10000000000
 
-DoPedSubtraction 1
+DoPedSubtraction 0
 Nboards 6 #Number of pedestal files to be read in
 PedinputfileTXT ../Pedestals/Laser2024Feb/P
 PSECinputfile /pnfs/annie/persistent/processed/LAPPD40Merged/FinalVersion_withRawTS/FilteredData_PMT_MRDtrack_noveto_15mV_7strips_3xxx_104

From 3ab1e99e177d91b3e602f9f8e16e6c48e256d710 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Wed, 9 Apr 2025 20:34:25 -0500
Subject: [PATCH 125/163] Add device for bunch rotation information in
 IFBeamDBInterfaceV2

---
 UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
index 6f332d446..6426ee50f 100644
--- a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
+++ b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
@@ -31,7 +31,10 @@ IFBeamDBInterfaceV2::IFBeamDBInterfaceV2()
     {"E:VPTG1", "mm"},
     {"E:HPTG2", "mm"},
     {"E:VPTG2", "mm"},
-    {"E:BTH2T2", "DegC"}};
+    {"E:BTH2T2", "DegC"},
+    {"B:BRRMPL","bool"},
+    {"B:BRRMPS","bool"},
+    {"B:BRRMPQ","bool"}};
 }
 
 IFBeamDBInterfaceV2::~IFBeamDBInterfaceV2()

From fd227f7cfc0b9c1e0a28ec42e57bdda7846bc988 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Wed, 9 Apr 2025 20:42:20 -0500
Subject: [PATCH 126/163] Add saving bunch rotation device information to
 EBSaver

---
 UserTools/EBSaver/EBSaver.cpp | 17 +++++++++++++++++
 UserTools/EBSaver/EBSaver.h   |  4 ++++
 2 files changed, 21 insertions(+)

diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index b07780d2c..dc022613d 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -1349,6 +1349,7 @@ void EBSaver::LoadBeamInfo()
 
   uint64_t timestamp;
   double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
+  double B_BRRMPL, B_BRRMPQ, B_BRRMPS;
 
   tree->SetBranchAddress("Timestamp", &timestamp);
   tree->SetBranchAddress("E_TOR860", &E_TOR860);
@@ -1362,6 +1363,9 @@ void EBSaver::LoadBeamInfo()
   tree->SetBranchAddress("E_HPTG2", &HPTG2);
   tree->SetBranchAddress("E_VPTG2", &VPTG2);
   tree->SetBranchAddress("E_BTH2T2", &BTH2T2);
+  tree->SetBranchAddress("B_BRRMPL", &B_BRRMPL);
+  tree->SetBranchAddress("B_BRRMPQ", &B_BRRMPQ);
+  tree->SetBranchAddress("B_BRRMPS", &B_BRRMPS);
 
   Long64_t nentries = tree->GetEntries();
   Log("EBSaver: Loading beam infor, total entries in beam info file: " + std::to_string(nentries), v_message, verbosityEBSaver);
@@ -1382,6 +1386,9 @@ void EBSaver::LoadBeamInfo()
     HPTG2_map.emplace(timestamp, HPTG2);
     VPTG2_map.emplace(timestamp, VPTG2);
     BTH2T2_map.emplace(timestamp, BTH2T2);
+    B_BRRMPL_map.emplace(timestamp, B_BRRMPL);
+    B_BRRMPQ_map.emplace(timestamp, B_BRRMPQ);
+    B_BRRMPS_map.emplace(timestamp, B_BRRMPS);
   }
 
   Log("EBSaver: Loaded number of E_TOR860 entries: " + std::to_string(E_TOR860_map.size()), v_message, verbosityEBSaver);
@@ -1394,6 +1401,7 @@ void EBSaver::LoadBeamInfo()
 bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
 {
   double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
+  double B_BRRMPL, B_BRRMPQ, B_BRRMPS;
   // find the closest timestamp in vector<uint64_t> BeamInfoTimestamps
 
   uint64_t closestTimestamp = 0;
@@ -1437,6 +1445,9 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
     ANNIEEvent->Set("beam_HPTG2", defaultVal);
     ANNIEEvent->Set("beam_VPTG2", defaultVal);
     ANNIEEvent->Set("beam_BTH2T2", defaultVal);
+    ANNIEEvent->Set("beam_B_BRRMPL", defaultVal);
+    ANNIEEvent->Set("beam_B_BRRMPQ", defaultVal);
+    ANNIEEvent->Set("beam_B_BRRMPS", defaultVal);
     ANNIEEvent->Set("beam_good", beam_good);
 
     Log("EBSaver: Saved beam info with time " + std::to_string(0) + ", pot E_TOR860 = " + std::to_string(-9999) + ", beam_good = " + std::to_string(-9999), v_message, verbosityEBSaver);
@@ -1462,6 +1473,9 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
     HPTG2 = HPTG2_map.at(beamInfoTime);
     VPTG2 = VPTG2_map.at(beamInfoTime);
     BTH2T2 = BTH2T2_map.at(beamInfoTime);
+    B_BRRMPL = B_BRRMPL_map.at(beamInfoTime);
+    B_BRRMPQ = B_BRRMPQ_map.at(beamInfoTime);
+    B_BRRMPS = B_BRRMPS_map.at(beamInfoTime);
 
     ANNIEEvent->Set("BeamInfoTime", beamInfoTime);
     ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", timeDiff);
@@ -1477,6 +1491,9 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
     ANNIEEvent->Set("beam_HPTG2", HPTG2);
     ANNIEEvent->Set("beam_VPTG2", VPTG2);
     ANNIEEvent->Set("beam_BTH2T2", BTH2T2);
+    ANNIEEvent->Set("beam_B_BRRMPL", B_BRRMPL);
+    ANNIEEvent->Set("beam_B_BRRMPQ", B_BRRMPQ);
+    ANNIEEvent->Set("beam_B_BRRMPS", B_BRRMPS);
 
     int beam_good = 0;
 
diff --git a/UserTools/EBSaver/EBSaver.h b/UserTools/EBSaver/EBSaver.h
index f2dedb5f6..9d57e332d 100644
--- a/UserTools/EBSaver/EBSaver.h
+++ b/UserTools/EBSaver/EBSaver.h
@@ -197,6 +197,10 @@ class EBSaver : public Tool
     std::map<uint64_t, double> HPTG2_map;
     std::map<uint64_t, double> VPTG2_map;
     std::map<uint64_t, double> BTH2T2_map;
+    std::map<uint64_t, double> B_BRRMPL_map;
+    std::map<uint64_t, double> B_BRRMPS_map;
+    std::map<uint64_t, double> B_BRRMPQ_map;
+
 };
 
 #endif

From 79a02f2a3c1592b703691cb03e6fa2c734cc13f5 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Wed, 9 Apr 2025 20:44:52 -0500
Subject: [PATCH 127/163] Add bunch rotation device information saving to
 ANNIEEventTreeMaker

---
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp | 9 +++++++++
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h   | 3 +++
 2 files changed, 12 insertions(+)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 7c469d014..fd2519324 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -107,6 +107,9 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("beam_HPTG2", &beam_HPTG2, "beam_HPTG2/D");
     fANNIETree->Branch("beam_VPTG2", &beam_VPTG2, "beam_VPTG2/D");
     fANNIETree->Branch("beam_BTH2T2", &beam_BTH2T2, "beam_BTH2T2/D");
+    fANNIETree->Branch("beam_B_BRRMPL", &beam_B_BRRMPL, "beam_B_BRRMPL/D");
+    fANNIETree->Branch("beam_B_BRRMPQ", &beam_B_BRRMPQ, "beam_B_BRRMPQ/D");
+    fANNIETree->Branch("beam_B_BRRMPS", &beam_B_BRRMPS, "beam_B_BRRMPS/D");
     fANNIETree->Branch("BeamInfoTime", &fBeamInfoTime, "BeamInfoTime/l");
     fANNIETree->Branch("BeamInfoTimeToTriggerDiff", &fBeamInfoTimeToTriggerDiff, "BeamInfoTimeToTriggerDiff/L");
   }
@@ -645,6 +648,9 @@ void ANNIEEventTreeMaker::ResetVariables()
   beam_HPTG2 = -9999;
   beam_VPTG2 = -9999;
   beam_BTH2T2 = -9999;
+  beam_B_BRRMPL = -9999;
+  beam_B_BRRMPQ = -9999;
+  beam_B_BRRMPS = -9999;
   fBeamInfoTime = 0;
   fBeamInfoTimeToTriggerDiff = -9999;
 
@@ -1129,6 +1135,9 @@ void ANNIEEventTreeMaker::LoadBeamInfo()
   m_data->Stores["ANNIEEvent"]->Get("beam_HPTG2", beam_HPTG2);
   m_data->Stores["ANNIEEvent"]->Get("beam_VPTG2", beam_VPTG2);
   m_data->Stores["ANNIEEvent"]->Get("beam_BTH2T2", beam_BTH2T2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMPL", beam_B_BRRMPL);
+  m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMPQ", beam_B_BRRMPQ);
+  m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMPS", beam_B_BRRMPS);
 
   m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875", fPot);
   m_data->Stores["ANNIEEvent"]->Get("beam_good", fBeamok);
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index c6243def4..79068c239 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -172,6 +172,9 @@ class ANNIEEventTreeMaker : public Tool
     double beam_HPTG2;
     double beam_VPTG2;
     double beam_BTH2T2;
+    double beam_B_BRRMPL;
+    double beam_B_BRRMPQ;
+    double beam_B_BRRMPS;
     uint64_t fBeamInfoTime;
     int64_t fBeamInfoTimeToTriggerDiff;
 

From 12c97abcfd631c237fab0d33c9381e476529a184 Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 10 Apr 2025 09:44:09 -0500
Subject: [PATCH 128/163] Add ADC traces to ADCPulse, to be stored in
 RecoADCHits

---
 .vscode/settings.json                         | 78 +++++++++++++++++
 DataModel/ADCPulse.cpp                        |  3 +-
 DataModel/ADCPulse.h                          | 18 +++-
 .../PhaseIIADCHitFinder.cpp                   | 85 ++++++++++++++++---
 4 files changed, 172 insertions(+), 12 deletions(-)
 create mode 100644 .vscode/settings.json

diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 000000000..f0d2c9ca4
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,78 @@
+{
+    "files.associations": {
+        "__bit_reference": "cpp",
+        "__bits": "cpp",
+        "__config": "cpp",
+        "__debug": "cpp",
+        "__errc": "cpp",
+        "__hash_table": "cpp",
+        "__locale": "cpp",
+        "__mutex_base": "cpp",
+        "__node_handle": "cpp",
+        "__split_buffer": "cpp",
+        "__threading_support": "cpp",
+        "__tree": "cpp",
+        "__tuple": "cpp",
+        "__verbose_abort": "cpp",
+        "array": "cpp",
+        "atomic": "cpp",
+        "bit": "cpp",
+        "bitset": "cpp",
+        "cctype": "cpp",
+        "clocale": "cpp",
+        "cmath": "cpp",
+        "complex": "cpp",
+        "cstdarg": "cpp",
+        "cstddef": "cpp",
+        "cstdint": "cpp",
+        "cstdio": "cpp",
+        "cstdlib": "cpp",
+        "cstring": "cpp",
+        "ctime": "cpp",
+        "cwchar": "cpp",
+        "cwctype": "cpp",
+        "deque": "cpp",
+        "exception": "cpp",
+        "fstream": "cpp",
+        "future": "cpp",
+        "initializer_list": "cpp",
+        "iomanip": "cpp",
+        "ios": "cpp",
+        "iosfwd": "cpp",
+        "iostream": "cpp",
+        "istream": "cpp",
+        "limits": "cpp",
+        "locale": "cpp",
+        "map": "cpp",
+        "memory": "cpp",
+        "mutex": "cpp",
+        "new": "cpp",
+        "optional": "cpp",
+        "ostream": "cpp",
+        "ratio": "cpp",
+        "regex": "cpp",
+        "set": "cpp",
+        "sstream": "cpp",
+        "stack": "cpp",
+        "stdexcept": "cpp",
+        "streambuf": "cpp",
+        "string": "cpp",
+        "string_view": "cpp",
+        "system_error": "cpp",
+        "thread": "cpp",
+        "tuple": "cpp",
+        "type_traits": "cpp",
+        "typeinfo": "cpp",
+        "unordered_map": "cpp",
+        "unordered_set": "cpp",
+        "variant": "cpp",
+        "vector": "cpp",
+        "__nullptr": "cpp",
+        "__string": "cpp",
+        "chrono": "cpp",
+        "compare": "cpp",
+        "concepts": "cpp",
+        "numeric": "cpp",
+        "algorithm": "cpp"
+    }
+}
\ No newline at end of file
diff --git a/DataModel/ADCPulse.cpp b/DataModel/ADCPulse.cpp
index 84a3e3247..1216559cb 100755
--- a/DataModel/ADCPulse.cpp
+++ b/DataModel/ADCPulse.cpp
@@ -10,6 +10,7 @@ ADCPulse::ADCPulse(int TubeId, double start_time, double peak_time,
   double charge) : Hit(TubeId, start_time, charge),
   start_time_(start_time), peak_time_(peak_time),
   baseline_(baseline), sigma_baseline_(sigma_baseline), raw_area_(area),
-  raw_amplitude_(raw_amplitude), calibrated_amplitude_(calibrated_amplitude)
+  raw_amplitude_(raw_amplitude), calibrated_amplitude_(calibrated_amplitude),
+  trace_x_(x_points), trace_y_(y_points)
 {
 }
diff --git a/DataModel/ADCPulse.h b/DataModel/ADCPulse.h
index 891e840d0..5522507ad 100755
--- a/DataModel/ADCPulse.h
+++ b/DataModel/ADCPulse.h
@@ -9,6 +9,7 @@
 // ToolAnalysis includes
 #include "ChannelKey.h"
 #include "Hit.h"
+#include <vector>
 
 class ADCPulse : public Hit {
 
@@ -23,7 +24,7 @@ class ADCPulse : public Hit {
     ADCPulse(int TubeId, double start_time, double peak_time,
       double baseline, double sigma_baseline, unsigned long raw_area,
       unsigned short raw_amplitude, double calibrated_amplitude,
-      double charge);
+      double charge, const std::vector<double>& trace_x_, const std::vector<double>& trace_y_);
 
     // @brief Returns the start time (ns) of the pulse relative to the
     // start of its minibuffer
@@ -59,6 +60,10 @@ class ADCPulse : public Hit {
     // (baseline-subtracted) pulse
     inline double amplitude() const { return calibrated_amplitude_; }
 
+    // @brief Returns the x and y points of the "found" pulse (baseline-subtracted and relative to pulse start point)
+    inline const std::vector<double>& GetTraceXPoints() const { return trace_x_; }
+    inline const std::vector<double>& GetTraceYPoints() const { return trace_y_; }
+
     template <class Archive> void serialize(Archive& ar,
       const unsigned int version)
     {
@@ -71,6 +76,10 @@ class ADCPulse : public Hit {
       ar & raw_area_;
       ar & raw_amplitude_;
       ar & calibrated_amplitude_;
+      if (version > 0) {
+        ar & trace_x_;
+        ar & trace_y_;
+      }
     }
 
   protected:
@@ -83,4 +92,11 @@ class ADCPulse : public Hit {
 
     unsigned short raw_amplitude_; // ADC
     double calibrated_amplitude_; // V
+
+    std::vector<double> trace_x_;  // x points of the pulse (start at 0, relative to pulse start)
+    std::vector<double> trace_y_;  // y points of the pulse (baseline-subtracted)
 };
+
+// Need to increment the class version since we added time as a new variable
+// the version number ensures backward compatibility when serializing 
+BOOST_CLASS_VERSION(ADCPulse, 1)
\ No newline at end of file
diff --git a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
index 246bd8550..c637ebdfc 100755
--- a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
+++ b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
@@ -608,7 +608,7 @@ bool PhaseIIADCHitFinder::build_pulse_and_hit_map(
     else pmap.at(channel_key).push_back(apulsevec);
   }
   //Convert ADCPulses to Hits and fill into Hit map
-  HitsOnPMT = this->convert_adcpulses_to_hits(channel_key,pulse_vec);
+  HitsOnPMT = this->convert_adcpulses_to_hits(channel_key,pulse_vec,hit_trace_map);
   Log("PhaseIIADCHitFinder: Filling hit map.",
       v_debug, verbosity);
   for(int j=0; j < (int) HitsOnPMT.size(); j++){
@@ -717,13 +717,29 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bywindow(
         }
       }
 
+    // extract the x and y points of the pulse (subtract off baseline and "zero" the pulse to the pulse start)
+
+    std::vector<double> trace_x;
+    std::vector<double> trace_y;
+
+    double pulse_start_time = wmin * NS_PER_ADC_SAMPLE;
+    double pulse_baseline = calibrated_minibuffer_data.GetBaseline();
+
+    for (size_t p = wmin; p <= wmax; ++p) {
+        double ns_time = p * NS_PER_ADC_SAMPLE;
+        double val_adc = raw_minibuffer_data.GetSample(p);
+        trace_x.push_back(ns_time - pulse_start_time);
+        trace_y.push_back(val_adc - pulse_baseline);
+    }
+
     // Store the freshly made pulse in the vector of found pulses
     pulses.emplace_back(channel_key,
-      ( wmin * NS_PER_SAMPLE )-timing_offset,
-      (peak_sample * NS_PER_SAMPLE)-timing_offset,
+      ( wmin * NS_PER_ADC_SAMPLE )-timing_offset,
+      (peak_sample * NS_PER_ADC_SAMPLE)-timing_offset,
       calibrated_minibuffer_data.GetBaseline(),
       calibrated_minibuffer_data.GetSigmaBaseline(),
-      raw_area, max_ADC, calibrated_amplitude, charge);
+      raw_area, max_ADC, calibrated_amplitude, charge,
+      trace_x, trace_y);
   }
   return pulses;
 }
@@ -831,13 +847,30 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
         }
       }
 
+      // extract the x and y points of the pulse (subtract off baseline and "zero" the pulse to the pulse start)
+
+      std::vector<double> trace_x;
+      std::vector<double> trace_y;
+
+      double pulse_start_time = wmin * NS_PER_ADC_SAMPLE;
+      double pulse_baseline = calibrated_minibuffer_data.GetBaseline();
+
+      for (size_t p = wmin; p <= wmax; ++p) {
+          double ns_time = p * NS_PER_ADC_SAMPLE;
+          double val_adc = raw_minibuffer_data.GetSample(p);
+          trace_x.push_back(ns_time - pulse_start_time);
+          trace_y.push_back(val_adc - pulse_baseline);
+      }
+
+
       // Store the freshly made pulse in the vector of found pulses
       pulses.emplace_back(channel_key,
-        ( pulse_start_sample * NS_PER_SAMPLE )-timing_offset,
-        (peak_sample * NS_PER_SAMPLE)-timing_offset,
+        ( pulse_start_sample * NS_PER_ADC_SAMPLE )-timing_offset,
+        (peak_sample * NS_PER_ADC_SAMPLE)-timing_offset,
         calibrated_minibuffer_data.GetBaseline(),
         calibrated_minibuffer_data.GetSigmaBaseline(),
-        raw_area, max_ADC, calibrated_amplitude, charge);
+        raw_area, max_ADC, calibrated_amplitude, charge,
+        trace_x, trace_y);
     }
 
 
@@ -991,6 +1024,21 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
           }
         }
 
+        // extract the x and y points of the pulse (subtract off baseline and "zero" the pulse to the pulse start)
+
+        std::vector<double> trace_x;
+        std::vector<double> trace_y;
+
+        double pulse_start_time = pulse_start_sample * NS_PER_ADC_SAMPLE;
+        double pulse_baseline = calibrated_minibuffer_data.GetBaseline();
+
+        for (size_t p = pulse_start_sample; p <= pulse_end_sample; ++p) {
+            double ns_time = p * NS_PER_ADC_SAMPLE;
+            double val_adc = raw_minibuffer_data.GetSample(p);
+            trace_x.push_back(ns_time - pulse_start_time);
+            trace_y.push_back(val_adc - pulse_baseline);
+        }
+
         if(verbosity>v_debug) {
           
           std::cout << "Hit time [ns] " << hit_time * NS_PER_ADC_SAMPLE << std::endl;
@@ -1017,13 +1065,14 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
             ( hit_time * NS_PER_ADC_SAMPLE )-timing_offset,                 // interpolated hit time
             calibrated_minibuffer_data.GetBaseline(),
             calibrated_minibuffer_data.GetSigmaBaseline(),
-            raw_area, max_ADC, calibrated_amplitude, charge);
+            raw_area, max_ADC, calibrated_amplitude, charge,
+            trace_x, trace_y);
         }
       }
 
 	  
   // ******************************************************************
-  // "PulseWindowType" default for EventBuilding
+  // Previously used in the event building
   // Peak windows are defined only by crossing and un-crossing of ADC threshold
   } else if(pulse_window_type == "dynamic"){
     size_t pulse_start_sample = BOGUS_INT;
@@ -1130,6 +1179,21 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
 	      }
       }
 
+      // extract the x and y points of the pulse (subtract off baseline and "zero" the pulse to the pulse start)
+
+      std::vector<double> trace_x;
+      std::vector<double> trace_y;
+
+      double pulse_start_time = pulse_start_sample * NS_PER_ADC_SAMPLE;
+      double pulse_baseline = calibrated_minibuffer_data.GetBaseline();
+
+      for (size_t p = pulse_start_sample; p <= pulse_end_sample; ++p) {
+          double ns_time = p * NS_PER_ADC_SAMPLE;
+          double val_adc = raw_minibuffer_data.GetSample(p);
+          trace_x.push_back(ns_time - pulse_start_time);
+          trace_y.push_back(val_adc - pulse_baseline);
+      }
+
 
         // Store the freshly made pulse in the vector of found pulses
         pulses.emplace_back(channel_key,
@@ -1137,7 +1201,8 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
           (hit_time * NS_PER_ADC_SAMPLE)-timing_offset,                 // interpolated hit time
           calibrated_minibuffer_data.GetBaseline(),
           calibrated_minibuffer_data.GetSigmaBaseline(),
-          raw_area, max_ADC, calibrated_amplitude, charge);
+          raw_area, max_ADC, calibrated_amplitude, charge,
+          trace_x, trace_y);
       }
     }
   } else {

From c039b1d66a45ef303faa5cf461acaee1209c43e9 Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 10 Apr 2025 09:48:04 -0500
Subject: [PATCH 129/163] Remove whatever that settings.json was lol

---
 .vscode/settings.json | 78 -------------------------------------------
 1 file changed, 78 deletions(-)
 delete mode 100644 .vscode/settings.json

diff --git a/.vscode/settings.json b/.vscode/settings.json
deleted file mode 100644
index f0d2c9ca4..000000000
--- a/.vscode/settings.json
+++ /dev/null
@@ -1,78 +0,0 @@
-{
-    "files.associations": {
-        "__bit_reference": "cpp",
-        "__bits": "cpp",
-        "__config": "cpp",
-        "__debug": "cpp",
-        "__errc": "cpp",
-        "__hash_table": "cpp",
-        "__locale": "cpp",
-        "__mutex_base": "cpp",
-        "__node_handle": "cpp",
-        "__split_buffer": "cpp",
-        "__threading_support": "cpp",
-        "__tree": "cpp",
-        "__tuple": "cpp",
-        "__verbose_abort": "cpp",
-        "array": "cpp",
-        "atomic": "cpp",
-        "bit": "cpp",
-        "bitset": "cpp",
-        "cctype": "cpp",
-        "clocale": "cpp",
-        "cmath": "cpp",
-        "complex": "cpp",
-        "cstdarg": "cpp",
-        "cstddef": "cpp",
-        "cstdint": "cpp",
-        "cstdio": "cpp",
-        "cstdlib": "cpp",
-        "cstring": "cpp",
-        "ctime": "cpp",
-        "cwchar": "cpp",
-        "cwctype": "cpp",
-        "deque": "cpp",
-        "exception": "cpp",
-        "fstream": "cpp",
-        "future": "cpp",
-        "initializer_list": "cpp",
-        "iomanip": "cpp",
-        "ios": "cpp",
-        "iosfwd": "cpp",
-        "iostream": "cpp",
-        "istream": "cpp",
-        "limits": "cpp",
-        "locale": "cpp",
-        "map": "cpp",
-        "memory": "cpp",
-        "mutex": "cpp",
-        "new": "cpp",
-        "optional": "cpp",
-        "ostream": "cpp",
-        "ratio": "cpp",
-        "regex": "cpp",
-        "set": "cpp",
-        "sstream": "cpp",
-        "stack": "cpp",
-        "stdexcept": "cpp",
-        "streambuf": "cpp",
-        "string": "cpp",
-        "string_view": "cpp",
-        "system_error": "cpp",
-        "thread": "cpp",
-        "tuple": "cpp",
-        "type_traits": "cpp",
-        "typeinfo": "cpp",
-        "unordered_map": "cpp",
-        "unordered_set": "cpp",
-        "variant": "cpp",
-        "vector": "cpp",
-        "__nullptr": "cpp",
-        "__string": "cpp",
-        "chrono": "cpp",
-        "compare": "cpp",
-        "concepts": "cpp",
-        "numeric": "cpp",
-        "algorithm": "cpp"
-    }
-}
\ No newline at end of file

From 287b095837994a091302a91a1247b34ca5f51978 Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 10 Apr 2025 10:07:11 -0500
Subject: [PATCH 130/163] Bugfix to ADCPulse

---
 .vscode/settings.json  | 78 ++++++++++++++++++++++++++++++++++++++++++
 DataModel/ADCPulse.cpp |  5 +--
 2 files changed, 81 insertions(+), 2 deletions(-)
 create mode 100644 .vscode/settings.json

diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 000000000..f0d2c9ca4
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,78 @@
+{
+    "files.associations": {
+        "__bit_reference": "cpp",
+        "__bits": "cpp",
+        "__config": "cpp",
+        "__debug": "cpp",
+        "__errc": "cpp",
+        "__hash_table": "cpp",
+        "__locale": "cpp",
+        "__mutex_base": "cpp",
+        "__node_handle": "cpp",
+        "__split_buffer": "cpp",
+        "__threading_support": "cpp",
+        "__tree": "cpp",
+        "__tuple": "cpp",
+        "__verbose_abort": "cpp",
+        "array": "cpp",
+        "atomic": "cpp",
+        "bit": "cpp",
+        "bitset": "cpp",
+        "cctype": "cpp",
+        "clocale": "cpp",
+        "cmath": "cpp",
+        "complex": "cpp",
+        "cstdarg": "cpp",
+        "cstddef": "cpp",
+        "cstdint": "cpp",
+        "cstdio": "cpp",
+        "cstdlib": "cpp",
+        "cstring": "cpp",
+        "ctime": "cpp",
+        "cwchar": "cpp",
+        "cwctype": "cpp",
+        "deque": "cpp",
+        "exception": "cpp",
+        "fstream": "cpp",
+        "future": "cpp",
+        "initializer_list": "cpp",
+        "iomanip": "cpp",
+        "ios": "cpp",
+        "iosfwd": "cpp",
+        "iostream": "cpp",
+        "istream": "cpp",
+        "limits": "cpp",
+        "locale": "cpp",
+        "map": "cpp",
+        "memory": "cpp",
+        "mutex": "cpp",
+        "new": "cpp",
+        "optional": "cpp",
+        "ostream": "cpp",
+        "ratio": "cpp",
+        "regex": "cpp",
+        "set": "cpp",
+        "sstream": "cpp",
+        "stack": "cpp",
+        "stdexcept": "cpp",
+        "streambuf": "cpp",
+        "string": "cpp",
+        "string_view": "cpp",
+        "system_error": "cpp",
+        "thread": "cpp",
+        "tuple": "cpp",
+        "type_traits": "cpp",
+        "typeinfo": "cpp",
+        "unordered_map": "cpp",
+        "unordered_set": "cpp",
+        "variant": "cpp",
+        "vector": "cpp",
+        "__nullptr": "cpp",
+        "__string": "cpp",
+        "chrono": "cpp",
+        "compare": "cpp",
+        "concepts": "cpp",
+        "numeric": "cpp",
+        "algorithm": "cpp"
+    }
+}
\ No newline at end of file
diff --git a/DataModel/ADCPulse.cpp b/DataModel/ADCPulse.cpp
index 1216559cb..d33c97b86 100755
--- a/DataModel/ADCPulse.cpp
+++ b/DataModel/ADCPulse.cpp
@@ -7,10 +7,11 @@
 ADCPulse::ADCPulse(int TubeId, double start_time, double peak_time,
   double baseline, double sigma_baseline, unsigned long area,
   unsigned short raw_amplitude, double calibrated_amplitude,
-  double charge) : Hit(TubeId, start_time, charge),
+  double charge, std::vector<double> trace_x_, std::vector<double> trace_y_) : 
+  Hit(TubeId, start_time, charge),
   start_time_(start_time), peak_time_(peak_time),
   baseline_(baseline), sigma_baseline_(sigma_baseline), raw_area_(area),
   raw_amplitude_(raw_amplitude), calibrated_amplitude_(calibrated_amplitude),
-  trace_x_(x_points), trace_y_(y_points)
+  trace_x_(trace_x_), trace_y_(trace_y_)
 {
 }

From 3690cedfad4d91a773766b5f0bcf42b7b1ac6e36 Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 10 Apr 2025 10:08:44 -0500
Subject: [PATCH 131/163] remove VSCode settings file and ignore it in future

---
 .gitignore            |  1 +
 .vscode/settings.json | 78 -------------------------------------------
 2 files changed, 1 insertion(+), 78 deletions(-)
 delete mode 100644 .vscode/settings.json

diff --git a/.gitignore b/.gitignore
index 4c45d695e..959ba974a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -35,3 +35,4 @@ DataModel/DataModel_Linkdef.hh
 UserTools/ImportedTools
 UserTools/InactiveTools
 
+.vscode/
diff --git a/.vscode/settings.json b/.vscode/settings.json
deleted file mode 100644
index f0d2c9ca4..000000000
--- a/.vscode/settings.json
+++ /dev/null
@@ -1,78 +0,0 @@
-{
-    "files.associations": {
-        "__bit_reference": "cpp",
-        "__bits": "cpp",
-        "__config": "cpp",
-        "__debug": "cpp",
-        "__errc": "cpp",
-        "__hash_table": "cpp",
-        "__locale": "cpp",
-        "__mutex_base": "cpp",
-        "__node_handle": "cpp",
-        "__split_buffer": "cpp",
-        "__threading_support": "cpp",
-        "__tree": "cpp",
-        "__tuple": "cpp",
-        "__verbose_abort": "cpp",
-        "array": "cpp",
-        "atomic": "cpp",
-        "bit": "cpp",
-        "bitset": "cpp",
-        "cctype": "cpp",
-        "clocale": "cpp",
-        "cmath": "cpp",
-        "complex": "cpp",
-        "cstdarg": "cpp",
-        "cstddef": "cpp",
-        "cstdint": "cpp",
-        "cstdio": "cpp",
-        "cstdlib": "cpp",
-        "cstring": "cpp",
-        "ctime": "cpp",
-        "cwchar": "cpp",
-        "cwctype": "cpp",
-        "deque": "cpp",
-        "exception": "cpp",
-        "fstream": "cpp",
-        "future": "cpp",
-        "initializer_list": "cpp",
-        "iomanip": "cpp",
-        "ios": "cpp",
-        "iosfwd": "cpp",
-        "iostream": "cpp",
-        "istream": "cpp",
-        "limits": "cpp",
-        "locale": "cpp",
-        "map": "cpp",
-        "memory": "cpp",
-        "mutex": "cpp",
-        "new": "cpp",
-        "optional": "cpp",
-        "ostream": "cpp",
-        "ratio": "cpp",
-        "regex": "cpp",
-        "set": "cpp",
-        "sstream": "cpp",
-        "stack": "cpp",
-        "stdexcept": "cpp",
-        "streambuf": "cpp",
-        "string": "cpp",
-        "string_view": "cpp",
-        "system_error": "cpp",
-        "thread": "cpp",
-        "tuple": "cpp",
-        "type_traits": "cpp",
-        "typeinfo": "cpp",
-        "unordered_map": "cpp",
-        "unordered_set": "cpp",
-        "variant": "cpp",
-        "vector": "cpp",
-        "__nullptr": "cpp",
-        "__string": "cpp",
-        "chrono": "cpp",
-        "compare": "cpp",
-        "concepts": "cpp",
-        "numeric": "cpp",
-        "algorithm": "cpp"
-    }
-}
\ No newline at end of file

From 0e5e643ec363dfd9a9b7d326395631aca54f3b2d Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 10 Apr 2025 10:14:37 -0500
Subject: [PATCH 132/163] Bugfix (again) to ADCPulse

---
 DataModel/ADCPulse.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DataModel/ADCPulse.cpp b/DataModel/ADCPulse.cpp
index d33c97b86..f482f40b3 100755
--- a/DataModel/ADCPulse.cpp
+++ b/DataModel/ADCPulse.cpp
@@ -7,7 +7,7 @@
 ADCPulse::ADCPulse(int TubeId, double start_time, double peak_time,
   double baseline, double sigma_baseline, unsigned long area,
   unsigned short raw_amplitude, double calibrated_amplitude,
-  double charge, std::vector<double> trace_x_, std::vector<double> trace_y_) : 
+  double charge, const std::vector<double> trace_x_, const std::vector<double> trace_y_) : 
   Hit(TubeId, start_time, charge),
   start_time_(start_time), peak_time_(peak_time),
   baseline_(baseline), sigma_baseline_(sigma_baseline), raw_area_(area),

From cb11576d2d7e26699189c7c53b2b02f932f2aeb3 Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 10 Apr 2025 10:18:56 -0500
Subject: [PATCH 133/163] Bugfix (again, again) to ADCPulse

---
 DataModel/ADCPulse.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DataModel/ADCPulse.cpp b/DataModel/ADCPulse.cpp
index f482f40b3..efb75e597 100755
--- a/DataModel/ADCPulse.cpp
+++ b/DataModel/ADCPulse.cpp
@@ -7,7 +7,7 @@
 ADCPulse::ADCPulse(int TubeId, double start_time, double peak_time,
   double baseline, double sigma_baseline, unsigned long area,
   unsigned short raw_amplitude, double calibrated_amplitude,
-  double charge, const std::vector<double> trace_x_, const std::vector<double> trace_y_) : 
+  double charge, const std::vector<double>& trace_x_, const std::vector<double>& trace_y_) : 
   Hit(TubeId, start_time, charge),
   start_time_(start_time), peak_time_(peak_time),
   baseline_(baseline), sigma_baseline_(sigma_baseline), raw_area_(area),

From 713288c1b6dee1c4645705e07ecf9d3b9de3b2c9 Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 10 Apr 2025 13:03:36 -0500
Subject: [PATCH 134/163] Bugfix (again, again, AGAIN) to ADCPulse (and
 HitFinder)

---
 DataModel/ADCPulse.cpp                        |  4 +--
 DataModel/ADCPulse.h                          | 11 +++----
 .../PhaseIIADCHitFinder.cpp                   |  6 ++--
 .../ANNIEEventTreeMakerConfig_cosmic          | 30 -------------------
 4 files changed, 11 insertions(+), 40 deletions(-)
 delete mode 100644 configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig_cosmic

diff --git a/DataModel/ADCPulse.cpp b/DataModel/ADCPulse.cpp
index efb75e597..03d5a0d21 100755
--- a/DataModel/ADCPulse.cpp
+++ b/DataModel/ADCPulse.cpp
@@ -7,11 +7,11 @@
 ADCPulse::ADCPulse(int TubeId, double start_time, double peak_time,
   double baseline, double sigma_baseline, unsigned long area,
   unsigned short raw_amplitude, double calibrated_amplitude,
-  double charge, const std::vector<double>& trace_x_, const std::vector<double>& trace_y_) : 
+  double charge, const std::vector<double>& trace_x, const std::vector<double>& trace_y) : 
   Hit(TubeId, start_time, charge),
   start_time_(start_time), peak_time_(peak_time),
   baseline_(baseline), sigma_baseline_(sigma_baseline), raw_area_(area),
   raw_amplitude_(raw_amplitude), calibrated_amplitude_(calibrated_amplitude),
-  trace_x_(trace_x_), trace_y_(trace_y_)
+  trace_x_(trace_x), trace_y_(trace_y)
 {
 }
diff --git a/DataModel/ADCPulse.h b/DataModel/ADCPulse.h
index 5522507ad..fd594e5bb 100755
--- a/DataModel/ADCPulse.h
+++ b/DataModel/ADCPulse.h
@@ -23,8 +23,9 @@ class ADCPulse : public Hit {
     // int TubeId member
     ADCPulse(int TubeId, double start_time, double peak_time,
       double baseline, double sigma_baseline, unsigned long raw_area,
-      unsigned short raw_amplitude, double calibrated_amplitude,
-      double charge, const std::vector<double>& trace_x_, const std::vector<double>& trace_y_);
+      unsigned short raw_amplitude, double calibrated_amplitude, double charge, 
+      const std::vector<double>& trace_x = std::vector<double>(),
+      const std::vector<double>& trace_y = std::vector<double>());
 
     // @brief Returns the start time (ns) of the pulse relative to the
     // start of its minibuffer
@@ -60,7 +61,7 @@ class ADCPulse : public Hit {
     // (baseline-subtracted) pulse
     inline double amplitude() const { return calibrated_amplitude_; }
 
-    // @brief Returns the x and y points of the "found" pulse (baseline-subtracted and relative to pulse start point)
+    // @brief Returns the x [ns] and y [ADC] points of the "found" pulse (baseline-subtracted and relative to pulse start point)
     inline const std::vector<double>& GetTraceXPoints() const { return trace_x_; }
     inline const std::vector<double>& GetTraceYPoints() const { return trace_y_; }
 
@@ -93,8 +94,8 @@ class ADCPulse : public Hit {
     unsigned short raw_amplitude_; // ADC
     double calibrated_amplitude_; // V
 
-    std::vector<double> trace_x_;  // x points of the pulse (start at 0, relative to pulse start)
-    std::vector<double> trace_y_;  // y points of the pulse (baseline-subtracted)
+    std::vector<double> trace_x_;  // x points of the pulse (start at 0, relative to pulse start) [ns]
+    std::vector<double> trace_y_;  // y points of the pulse (baseline-subtracted) [ADC]
 };
 
 // Need to increment the class version since we added time as a new variable
diff --git a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
index c637ebdfc..e9f5a812b 100755
--- a/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
+++ b/UserTools/PhaseIIADCHitFinder/PhaseIIADCHitFinder.cpp
@@ -608,7 +608,7 @@ bool PhaseIIADCHitFinder::build_pulse_and_hit_map(
     else pmap.at(channel_key).push_back(apulsevec);
   }
   //Convert ADCPulses to Hits and fill into Hit map
-  HitsOnPMT = this->convert_adcpulses_to_hits(channel_key,pulse_vec,hit_trace_map);
+  HitsOnPMT = this->convert_adcpulses_to_hits(channel_key,pulse_vec);
   Log("PhaseIIADCHitFinder: Filling hit map.",
       v_debug, verbosity);
   for(int j=0; j < (int) HitsOnPMT.size(); j++){
@@ -852,10 +852,10 @@ std::vector<ADCPulse> PhaseIIADCHitFinder::find_pulses_bythreshold(
       std::vector<double> trace_x;
       std::vector<double> trace_y;
 
-      double pulse_start_time = wmin * NS_PER_ADC_SAMPLE;
+      double pulse_start_time = pulse_start_sample * NS_PER_ADC_SAMPLE;
       double pulse_baseline = calibrated_minibuffer_data.GetBaseline();
 
-      for (size_t p = wmin; p <= wmax; ++p) {
+      for (size_t p = pulse_start_sample; p <= pulse_end_sample; ++p) {
           double ns_time = p * NS_PER_ADC_SAMPLE;
           double val_adc = raw_minibuffer_data.GetSample(p);
           trace_x.push_back(ns_time - pulse_start_time);
diff --git a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig_cosmic b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig_cosmic
deleted file mode 100644
index cac47db04..000000000
--- a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig_cosmic
+++ /dev/null
@@ -1,30 +0,0 @@
-ANNIEEventTreeMakerVerbosity 0
-
-fillAllTriggers 1
-fill_singleTrigger 0
-fillLAPPDEventsOnly 0
-TankCluster_fill 1
-cluster_TankHitInfo_fill 1
-
-TankReco_fill 0
-
-OutputFile ANNIETree.root
-TankClusterProcessing 1
-MRDClusterProcessing 1
-TriggerProcessing 1
-TankHitInfo_fill 1
-MRDHitInfo_fill 1
-MRDReco_fill 1
-SiPMPulseInfo_fill 0
-fillCleanEventsOnly 0
-MCTruth_fill 0
-Reco_fill 1
-RecoDebug_fill 0
-muonTruthRecoDiff_fill 0
-isData 1
-HasGenie 0
-
-LAPPDData_fill 1
-LAPPDReco_fill 0
-RWMBRF_fill 0
-LAPPD_PPS_fill 0

From 913de42f513b8bf4cf1f772afa3f846434a2e0c3 Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 10 Apr 2025 14:37:44 -0500
Subject: [PATCH 135/163] Tried to make it as backwards compatible as
 possible... also modified PrintANNIEEvent to read the pulses

---
 DataModel/ADCPulse.h                          |  4 +-
 UserTools/PrintANNIEEvent/PrintANNIEEvent.cpp | 46 ++++++++++++++++---
 2 files changed, 41 insertions(+), 9 deletions(-)

diff --git a/DataModel/ADCPulse.h b/DataModel/ADCPulse.h
index fd594e5bb..e78f8d5e1 100755
--- a/DataModel/ADCPulse.h
+++ b/DataModel/ADCPulse.h
@@ -94,8 +94,8 @@ class ADCPulse : public Hit {
     unsigned short raw_amplitude_; // ADC
     double calibrated_amplitude_; // V
 
-    std::vector<double> trace_x_;  // x points of the pulse (start at 0, relative to pulse start) [ns]
-    std::vector<double> trace_y_;  // y points of the pulse (baseline-subtracted) [ADC]
+    std::vector<double> trace_x_ = {};  // x points of the pulse (start at 0, relative to pulse start) [ns]
+    std::vector<double> trace_y_ = {};  // y points of the pulse (baseline-subtracted) [ADC]
 };
 
 // Need to increment the class version since we added time as a new variable
diff --git a/UserTools/PrintANNIEEvent/PrintANNIEEvent.cpp b/UserTools/PrintANNIEEvent/PrintANNIEEvent.cpp
index e80661db3..16e49b726 100644
--- a/UserTools/PrintANNIEEvent/PrintANNIEEvent.cpp
+++ b/UserTools/PrintANNIEEvent/PrintANNIEEvent.cpp
@@ -301,13 +301,45 @@ bool PrintANNIEEvent::Execute(){
                                         cout <<"RecoADCPulses : {"<<endl;
                                         for(auto& achannel : RecoADCData){
                                                 unsigned long chankey = achannel.first;
-                                                auto& pulses = achannel.second;
-                                                cout<<"ChannelKey : "<<chankey<<endl;
-                                                cout<<"Pulses size : "<<pulses.size()<<endl;
-						for (int i_pulse=0; i_pulse < pulses.size(); i_pulse++){
-							//pulses.at(i_pulse).Print();
-						}
-                                        }
+                                                auto& minibuffers = achannel.second;
+												cout<<"ChannelKey : "<<chankey<<endl;
+                                                cout<<"Pulses size : "<<minibuffers.size()<<endl;
+                                        	for (size_t i_mb = 0; i_mb < minibuffers.size(); ++i_mb) {
+												auto& pulsevec = minibuffers.at(i_mb);
+                								cout << "  Minibuffer " << i_mb << " has " << pulsevec.size() << " pulses" << endl;
+
+                								for (size_t i_pulse = 0; i_pulse < pulsevec.size(); ++i_pulse) {
+                    								const ADCPulse& pulse = pulsevec.at(i_pulse);
+
+														cout << "    Pulse " << i_pulse << ":" << std::endl;
+														cout << "      Start Time       : " << pulse.start_time() << " ns" << std::endl;
+														cout << "      Peak Time        : " << pulse.peak_time() << " ns" << std::endl;
+														cout << "      Charge           : " << pulse.charge() << " nC" << std::endl;
+														cout << "      Baseline         : " << pulse.baseline() << " ADC" << std::endl;
+														cout << "      Sigma Baseline   : " << pulse.sigma_baseline() << " ADC" << std::endl;
+														cout << "      Raw Area         : " << pulse.raw_area() << " ADC·samples" << std::endl;
+														cout << "      Raw Amplitude    : " << pulse.raw_amplitude() << " ADC" << std::endl;
+														cout << "      Calib Amplitude  : " << pulse.amplitude() << " V" << std::endl;
+													
+	
+														// pulse.Print(); // Optional
+
+														const auto& xpts = pulse.GetTraceXPoints();
+														const auto& ypts = pulse.GetTraceYPoints();
+
+														if (!xpts.empty() && !ypts.empty()) {
+															std::cout << "      Trace points (ns, ADC):" << std::endl;
+															for (size_t i = 0; i < std::min(xpts.size(), ypts.size()); ++i) {
+																std::cout << "        (" << xpts[i] << ", " << ypts[i] << ")" << std::endl;
+															}
+														} else {
+    														std::cout << "      No ADC trace available." << std::endl;
+													}
+                								
+
+												}
+            								}
+										}
                                         cout<<"}"<<endl;
                                 }
 			} else cout <<"No RecoADCHits in ANNIEEvent"<<std::endl;

From a372b7848f6682922c579696b7e3773854bf5c6a Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Fri, 11 Apr 2025 14:37:50 -0500
Subject: [PATCH 136/163] Add B:BRRMP also for bunch rotation, which is "Bunch
 Rotation 473 Curve (Volt)"

---
 UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
index 6426ee50f..8149ef343 100644
--- a/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
+++ b/UserTools/BeamFetcherV2/IFBeamDBInterfaceV2.cpp
@@ -32,9 +32,10 @@ IFBeamDBInterfaceV2::IFBeamDBInterfaceV2()
     {"E:HPTG2", "mm"},
     {"E:VPTG2", "mm"},
     {"E:BTH2T2", "DegC"},
-    {"B:BRRMPL","bool"},
-    {"B:BRRMPS","bool"},
-    {"B:BRRMPQ","bool"}};
+    {"B:BRRMPL","unknown"},
+    {"B:BRRMPS","unknown"},
+    {"B:BRRMPQ","unknown"},
+    {"B:BRRMP","volt"}};
 }
 
 IFBeamDBInterfaceV2::~IFBeamDBInterfaceV2()

From b004f4a5b53b5c996c14076ae4d8d2113f359549 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Fri, 11 Apr 2025 14:50:29 -0500
Subject: [PATCH 137/163] Add a bunch rotation on/off flag

---
 .../ANNIEEventTreeMaker.cpp                   |  6 ++++
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  2 ++
 UserTools/EBSaver/EBSaver.cpp                 | 32 +++++++++++++------
 UserTools/EBSaver/EBSaver.h                   |  1 +
 4 files changed, 32 insertions(+), 9 deletions(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index fd2519324..e8b842b99 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -96,6 +96,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   {
     fANNIETree->Branch("beam_pot_875", &fPot, "beam_pot_875/D");
     fANNIETree->Branch("beam_ok", &fBeamok, "beam_ok/I");
+    fANNIETree->Branch("BunchRotationOn", &fBunchRotationOn, "BunchRotationOn/D");
     fANNIETree->Branch("beam_E_TOR860", &beam_E_TOR860, "beam_E_TOR860/D");
     fANNIETree->Branch("beam_E_TOR875", &beam_E_TOR875, "beam_E_TOR875/D");
     fANNIETree->Branch("beam_THCURR", &beam_THCURR, "beam_THCURR/D");
@@ -110,6 +111,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("beam_B_BRRMPL", &beam_B_BRRMPL, "beam_B_BRRMPL/D");
     fANNIETree->Branch("beam_B_BRRMPQ", &beam_B_BRRMPQ, "beam_B_BRRMPQ/D");
     fANNIETree->Branch("beam_B_BRRMPS", &beam_B_BRRMPS, "beam_B_BRRMPS/D");
+    fANNIETree->Branch("beam_B_BRRMP", &beam_B_BRRMP, "beam_B_BRRMP/D");
     fANNIETree->Branch("BeamInfoTime", &fBeamInfoTime, "BeamInfoTime/l");
     fANNIETree->Branch("BeamInfoTimeToTriggerDiff", &fBeamInfoTimeToTriggerDiff, "BeamInfoTimeToTriggerDiff/L");
   }
@@ -637,6 +639,7 @@ void ANNIEEventTreeMaker::ResetVariables()
   // beam info
   fPot = -9999;
   fBeamok = 0;
+  fBunchRotationOn = 0;
   beam_E_TOR860 = -9999;
   beam_E_TOR875 = -9999;
   beam_THCURR = -9999;
@@ -651,6 +654,7 @@ void ANNIEEventTreeMaker::ResetVariables()
   beam_B_BRRMPL = -9999;
   beam_B_BRRMPQ = -9999;
   beam_B_BRRMPS = -9999;
+  beam_B_BRRMP = -9999
   fBeamInfoTime = 0;
   fBeamInfoTimeToTriggerDiff = -9999;
 
@@ -1138,9 +1142,11 @@ void ANNIEEventTreeMaker::LoadBeamInfo()
   m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMPL", beam_B_BRRMPL);
   m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMPQ", beam_B_BRRMPQ);
   m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMPS", beam_B_BRRMPS);
+  m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMP", beam_B_BRRMP);
 
   m_data->Stores["ANNIEEvent"]->Get("beam_E_TOR875", fPot);
   m_data->Stores["ANNIEEvent"]->Get("beam_good", fBeamok);
+  m_data->Stores["ANNIEEvent"]->Get("bunch_rotation_on", fBunchRotationOn);
 
   m_data->Stores["ANNIEEvent"]->Get("BeamInfoTime", fBeamInfoTime);
   m_data->Stores["ANNIEEvent"]->Get("BeamInfoTimeToTriggerDiff", fBeamInfoTimeToTriggerDiff);
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 79068c239..4fa24ea4f 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -161,6 +161,7 @@ class ANNIEEventTreeMaker : public Tool
     // beam information
     double fPot;
     int fBeamok;
+    int fBunchRotationOn;
     double beam_E_TOR860;
     double beam_E_TOR875;
     double beam_THCURR;
@@ -175,6 +176,7 @@ class ANNIEEventTreeMaker : public Tool
     double beam_B_BRRMPL;
     double beam_B_BRRMPQ;
     double beam_B_BRRMPS;
+    double beam_B_BRRMP;
     uint64_t fBeamInfoTime;
     int64_t fBeamInfoTimeToTriggerDiff;
 
diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index dc022613d..3348db81e 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -761,9 +761,9 @@ bool EBSaver::SavePMTData(uint64_t PMTTime)
   ANNIEEvent->Set("RecoAuxADCData", PMTRecoADCHitsAux);
   ANNIEEvent->Set("RawAcqSize", PMTRawAcqSize);
 
-  if(saveRawRWMWaveform)
+  if (saveRawRWMWaveform)
   {
-    //find PMTTime as key in RWMRawWaveforms, if found, save it, if not, save an empty vector
+    // find PMTTime as key in RWMRawWaveforms, if found, save it, if not, save an empty vector
     if (RWMRawWaveforms->find(PMTTime) != RWMRawWaveforms->end() && RWMRawWaveforms->at(PMTTime).size() > 0)
     {
       std::vector<uint16_t> RWMRawWaveform = RWMRawWaveforms->at(PMTTime);
@@ -778,9 +778,9 @@ bool EBSaver::SavePMTData(uint64_t PMTTime)
       Log("EBSaver: Saved empty RWM data with PMTTime " + std::to_string(PMTTime), v_debug, verbosityEBSaver);
     }
   }
-  if(saveRawBRFWaveform)
+  if (saveRawBRFWaveform)
   {
-    //find PMTTime as key in BRFRawWaveforms, if found, save it, if not, save an empty vector
+    // find PMTTime as key in BRFRawWaveforms, if found, save it, if not, save an empty vector
     if (BRFRawWaveforms->find(PMTTime) != BRFRawWaveforms->end() && BRFRawWaveforms->at(PMTTime).size() > 0)
     {
       std::vector<uint16_t> BRFRawWaveform = BRFRawWaveforms->at(PMTTime);
@@ -947,7 +947,7 @@ bool EBSaver::SaveLAPPDData(uint64_t LAPPDTime)
     LAPPDTS_PPSDiff.emplace(LAPPDTime, Buffer_LAPPDTS_PPSDiff.at(index));
     LAPPDTS_PPSMissing.emplace(LAPPDTime, Buffer_LAPPDTS_PPSMissing.at(index));
 
-    if(Buffer_LAPPDTS_PPSMissing.at(index)!= Buffer_LAPPDBG_PPSMissing.at(index))
+    if (Buffer_LAPPDTS_PPSMissing.at(index) != Buffer_LAPPDBG_PPSMissing.at(index))
     {
       Log("EBSaver: LAPPDTS_PPSMissing is different from LAPPDBG_PPSMissing, LAPPDTS_PPSMissing " + std::to_string(Buffer_LAPPDTS_PPSMissing.at(index)) + " LAPPDBG_PPSMissing " + std::to_string(Buffer_LAPPDBG_PPSMissing.at(index)), v_message, verbosityEBSaver);
     }
@@ -1119,9 +1119,9 @@ bool EBSaver::GotAllDataFromOriginalBuffer()
   bool gotBuffer_LAPPDTS_PPSAfter = m_data->CStore.Get("Buffer_LAPPDTS_PPSAfter", Buffer_LAPPDTS_PPSAfter);
   bool gotBuffer_LAPPDTS_PPSDiff = m_data->CStore.Get("Buffer_LAPPDTS_PPSDiff", Buffer_LAPPDTS_PPSDiff);
   bool gotBuffer_LAPPDTS_PPSMissing = m_data->CStore.Get("Buffer_LAPPDTS_PPSMissing", Buffer_LAPPDTS_PPSMissing);
-  if(!gotBuffer_LAPPDBG_PPSBefore || !gotBuffer_LAPPDBG_PPSAfter || !gotBuffer_LAPPDBG_PPSDiff || !gotBuffer_LAPPDBG_PPSMissing || !gotBuffer_LAPPDTS_PPSBefore || !gotBuffer_LAPPDTS_PPSAfter || !gotBuffer_LAPPDTS_PPSDiff || !gotBuffer_LAPPDTS_PPSMissing)
+  if (!gotBuffer_LAPPDBG_PPSBefore || !gotBuffer_LAPPDBG_PPSAfter || !gotBuffer_LAPPDBG_PPSDiff || !gotBuffer_LAPPDBG_PPSMissing || !gotBuffer_LAPPDTS_PPSBefore || !gotBuffer_LAPPDTS_PPSAfter || !gotBuffer_LAPPDTS_PPSDiff || !gotBuffer_LAPPDTS_PPSMissing)
     Log("EBSaver: Failed to get LAPPD PPS data from buffer", v_message, verbosityEBSaver);
-  
+
   // got LAPPD match info
   bool gotPairedLAPPDTriggerTimestamp = m_data->CStore.Get("PairedLAPPDTriggerTimestamp", PairedLAPPDTriggerTimestamp);
   bool gotPairedLAPPDTimeStamps = m_data->CStore.Get("PairedLAPPDTimeStamps", PairedLAPPDTimeStamps);
@@ -1349,7 +1349,7 @@ void EBSaver::LoadBeamInfo()
 
   uint64_t timestamp;
   double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
-  double B_BRRMPL, B_BRRMPQ, B_BRRMPS;
+  double B_BRRMPL, B_BRRMPQ, B_BRRMPS, B_BRRMP;
 
   tree->SetBranchAddress("Timestamp", &timestamp);
   tree->SetBranchAddress("E_TOR860", &E_TOR860);
@@ -1366,6 +1366,7 @@ void EBSaver::LoadBeamInfo()
   tree->SetBranchAddress("B_BRRMPL", &B_BRRMPL);
   tree->SetBranchAddress("B_BRRMPQ", &B_BRRMPQ);
   tree->SetBranchAddress("B_BRRMPS", &B_BRRMPS);
+  tree->SetBranchAddress("B_BRRMP", &B_BRRMP);
 
   Long64_t nentries = tree->GetEntries();
   Log("EBSaver: Loading beam infor, total entries in beam info file: " + std::to_string(nentries), v_message, verbosityEBSaver);
@@ -1389,6 +1390,7 @@ void EBSaver::LoadBeamInfo()
     B_BRRMPL_map.emplace(timestamp, B_BRRMPL);
     B_BRRMPQ_map.emplace(timestamp, B_BRRMPQ);
     B_BRRMPS_map.emplace(timestamp, B_BRRMPS);
+    B_BRRMP_map.emplace(timestamp, B_BRRMP);
   }
 
   Log("EBSaver: Loaded number of E_TOR860 entries: " + std::to_string(E_TOR860_map.size()), v_message, verbosityEBSaver);
@@ -1401,7 +1403,7 @@ void EBSaver::LoadBeamInfo()
 bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
 {
   double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
-  double B_BRRMPL, B_BRRMPQ, B_BRRMPS;
+  double B_BRRMPL, B_BRRMPQ, B_BRRMPS, B_BRRMP;
   // find the closest timestamp in vector<uint64_t> BeamInfoTimestamps
 
   uint64_t closestTimestamp = 0;
@@ -1432,6 +1434,7 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
     int64_t timeDiff = -9999;
     double defaultVal = -9999.;
     int beam_good = 0;
+    int bunch_rotation_on = 0;
     ANNIEEvent->Set("BeamInfoTime", beamInfoTime_long);
     ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", timeDiff);
     ANNIEEvent->Set("beam_E_TOR860", defaultVal);
@@ -1448,7 +1451,9 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
     ANNIEEvent->Set("beam_B_BRRMPL", defaultVal);
     ANNIEEvent->Set("beam_B_BRRMPQ", defaultVal);
     ANNIEEvent->Set("beam_B_BRRMPS", defaultVal);
+    ANNIEEvent->Set("beam_B_BRRMP", defaultVal);
     ANNIEEvent->Set("beam_good", beam_good);
+    ANNIEEvent->Set("bunch_rotation_on", bunch_rotation_on);
 
     Log("EBSaver: Saved beam info with time " + std::to_string(0) + ", pot E_TOR860 = " + std::to_string(-9999) + ", beam_good = " + std::to_string(-9999), v_message, verbosityEBSaver);
   }
@@ -1476,6 +1481,7 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
     B_BRRMPL = B_BRRMPL_map.at(beamInfoTime);
     B_BRRMPQ = B_BRRMPQ_map.at(beamInfoTime);
     B_BRRMPS = B_BRRMPS_map.at(beamInfoTime);
+    B_BRRMP = B_BRRMP_map.at(beamInfoTime);
 
     ANNIEEvent->Set("BeamInfoTime", beamInfoTime);
     ANNIEEvent->Set("BeamInfoTimeToTriggerDiff", timeDiff);
@@ -1494,6 +1500,7 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
     ANNIEEvent->Set("beam_B_BRRMPL", B_BRRMPL);
     ANNIEEvent->Set("beam_B_BRRMPQ", B_BRRMPQ);
     ANNIEEvent->Set("beam_B_BRRMPS", B_BRRMPS);
+    ANNIEEvent->Set("beam_B_BRRMP", B_BRRMP);
 
     int beam_good = 0;
 
@@ -1505,6 +1512,13 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
 
     ANNIEEvent->Set("beam_good", beam_good);
 
+    int bunch_rotation_on = 0;
+    if (B_BRRMP > 0)
+    {
+      bunch_rotation_on = 1;
+    }
+    ANNIEEvent->Set("bunch_rotation_on", bunch_rotation_on);
+
     Log("EBSaver: Saved beam info with time " + std::to_string(beamInfoTime) + ", pot E_TOR860 = " + std::to_string(E_TOR860) + ", beam_good = " + std::to_string(beam_good), v_message, verbosityEBSaver);
   }
 
diff --git a/UserTools/EBSaver/EBSaver.h b/UserTools/EBSaver/EBSaver.h
index 9d57e332d..9a78b2ac1 100644
--- a/UserTools/EBSaver/EBSaver.h
+++ b/UserTools/EBSaver/EBSaver.h
@@ -200,6 +200,7 @@ class EBSaver : public Tool
     std::map<uint64_t, double> B_BRRMPL_map;
     std::map<uint64_t, double> B_BRRMPS_map;
     std::map<uint64_t, double> B_BRRMPQ_map;
+    std::map<uint64_t, double> B_BRRMP_map;
 
 };
 

From 7e26fe14503606352137f3995a4c51c07e211a3c Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Mon, 14 Apr 2025 11:44:49 -0500
Subject: [PATCH 138/163] Update ANNIEEventTreeMaker.cpp

Forgot a semicolon :)
---
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index e8b842b99..32aa65ccc 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -654,7 +654,7 @@ void ANNIEEventTreeMaker::ResetVariables()
   beam_B_BRRMPL = -9999;
   beam_B_BRRMPQ = -9999;
   beam_B_BRRMPS = -9999;
-  beam_B_BRRMP = -9999
+  beam_B_BRRMP = -9999;
   fBeamInfoTime = 0;
   fBeamInfoTimeToTriggerDiff = -9999;
 
@@ -2589,4 +2589,4 @@ void ANNIEEventTreeMaker::FillLAPPDMCHitInfo()
       fLAPPDMCHitTransversePos.push_back(transverse);
     }
   }
-}
\ No newline at end of file
+}

From 984d5af4fb4c11d44238c4dfe414a63a189bc0db Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 16 Apr 2025 14:40:04 -0500
Subject: [PATCH 139/163] Update EBSaverConfig - no beam in laser

remove beam info for laser runs, missed bug fix
---
 configfiles/EventBuilderV2_laser/EBSaverConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/EventBuilderV2_laser/EBSaverConfig b/configfiles/EventBuilderV2_laser/EBSaverConfig
index 4753d1a76..7483a7a8d 100644
--- a/configfiles/EventBuilderV2_laser/EBSaverConfig
+++ b/configfiles/EventBuilderV2_laser/EBSaverConfig
@@ -5,6 +5,6 @@ saveMRD 0
 saveCTC 1
 saveLAPPD 1
 saveRunInfo 1
-saveBeamInfo 1
+saveBeamInfo 0
 
 beamInfoFileName beamfetcher_tree.root

From ae552d2771eeb0486c5127e0363768e5650bec20 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 16 Apr 2025 14:41:31 -0500
Subject: [PATCH 140/163] Update EBLoadRawConfig

wrong path
---
 configfiles/EventBuilderV2_laser/EBLoadRawConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/EventBuilderV2_laser/EBLoadRawConfig b/configfiles/EventBuilderV2_laser/EBLoadRawConfig
index 63966d0cb..7901c4de7 100644
--- a/configfiles/EventBuilderV2_laser/EBLoadRawConfig
+++ b/configfiles/EventBuilderV2_laser/EBLoadRawConfig
@@ -1,7 +1,7 @@
 verbosityEBLoadRaw 2
 ReadTriggerOverlap 1
 
-InputFile ./configfiles/EventBuilderV2/my_files.txt
+InputFile ./configfiles/EventBuilderV2_laser/my_files.txt
 
 LoadPMT 1
 LoadMRD 0

From 0e28d5fea0ec4d01e59ee308ad4ae32ae85d8a44 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Wed, 16 Apr 2025 15:20:50 -0500
Subject: [PATCH 141/163] Fix a bug for saving the bunch rotation with /D
 rather than /I in tree

---
 UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 32aa65ccc..a1d8d72d5 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -96,7 +96,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   {
     fANNIETree->Branch("beam_pot_875", &fPot, "beam_pot_875/D");
     fANNIETree->Branch("beam_ok", &fBeamok, "beam_ok/I");
-    fANNIETree->Branch("BunchRotationOn", &fBunchRotationOn, "BunchRotationOn/D");
+    fANNIETree->Branch("BunchRotationOn", &fBunchRotationOn, "BunchRotationOn/I");
     fANNIETree->Branch("beam_E_TOR860", &beam_E_TOR860, "beam_E_TOR860/D");
     fANNIETree->Branch("beam_E_TOR875", &beam_E_TOR875, "beam_E_TOR875/D");
     fANNIETree->Branch("beam_THCURR", &beam_THCURR, "beam_THCURR/D");

From 41bdbcb683fe2df60fc4a1f23bf725820dfda347 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Wed, 16 Apr 2025 15:57:05 -0500
Subject: [PATCH 142/163] Add a comment for bunch rotation document in EBSaver.
 Add new bunch rotation variables for Filter

---
 UserTools/EBSaver/EBSaver.cpp                        |  4 ++++
 .../ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp    | 12 ++++++++++++
 2 files changed, 16 insertions(+)

diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index 3348db81e..988c8ec08 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -1345,6 +1345,10 @@ void EBSaver::LoadBeamInfo()
   //   * BTH2T2 - target air cooling temperature. This is the temperature of the
   //     air going into the horn.
 
+  // For bunch rotation, the information can be found here:
+  // https://beamdocs.fnal.gov/AD/DocDB/0069/006904/008/20181214BunchRotation.pdf
+  // The B_BRRMP has unit of volt, others are not clear.
+
   // additionally, the unit of E_TOR860 and E_TOR875 is E12
 
   uint64_t timestamp;
diff --git a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
index 7b0d64deb..8fb4ff3e0 100644
--- a/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
+++ b/UserTools/ProcessedLAPPDFilter/ProcessedLAPPDFilter.cpp
@@ -604,6 +604,8 @@ bool ProcessedLAPPDFilter::GotANNIEEventAndSave(BoostStore *BS, string savePath)
   double defaultVal = -9999.;
   int beam_good = 0;
   double E_TOR860, E_TOR875, THCURR, BTJT2, HP875, VP875, HPTG1, VPTG1, HPTG2, VPTG2, BTH2T2;
+  double B_BRRMPL, B_BRRMPQ, B_BRRMPS, B_BRRMP; 
+  int bunch_rotation_on;
   m_data->Stores["ANNIEEvent"]->Get("BeamInfoTime", beamInfoTime);
   BS->Set("BeamInfoTime", beamInfoTime);
   m_data->Stores["ANNIEEvent"]->Get("BeamInfoTimeToTriggerDiff", timeDiff);
@@ -630,6 +632,16 @@ bool ProcessedLAPPDFilter::GotANNIEEventAndSave(BoostStore *BS, string savePath)
   BS->Set("beam_VPTG2", VPTG2);
   m_data->Stores["ANNIEEvent"]->Get("beam_BTH2T2", BTH2T2);
   BS->Set("beam_BTH2T2", BTH2T2);
+  m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMPL", B_BRRMPL);
+  BS->Set("beam_B_BRRMPL", B_BRRMPL);
+  m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMPQ", B_BRRMPQ);
+  BS->Set("beam_B_BRRMPQ", B_BRRMPQ);
+  m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMPS", B_BRRMPS);
+  BS->Set("beam_B_BRRMPS", B_BRRMPS);
+  m_data->Stores["ANNIEEvent"]->Get("beam_B_BRRMP", B_BRRMP);
+  BS->Set("beam_B_BRRMP", B_BRRMP);
+  m_data->Stores["ANNIEEvent"]->Get("bunch_rotation_on", bunch_rotation_on);
+  BS->Set("bunch_rotation_on", bunch_rotation_on);
   m_data->Stores["ANNIEEvent"]->Get("beam_good", beam_good);
   BS->Set("beam_good", beam_good);
 

From dbdf16baa3bfbf6f521c6337acb866a8360c6d60 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Wed, 16 Apr 2025 20:30:46 -0500
Subject: [PATCH 143/163] Add PMT type load from channel class to tree maker

---
 DataModel/Channel.h                           |  9 +++++++--
 .../ANNIEEventTreeMaker.cpp                   | 16 ++++++++++++++++
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  2 ++
 UserTools/LoadGeometry/LoadGeometry.cpp       | 19 ++++++++++++++++++-
 4 files changed, 43 insertions(+), 3 deletions(-)

diff --git a/DataModel/Channel.h b/DataModel/Channel.h
index 80f4b2626..3c44cb804 100644
--- a/DataModel/Channel.h
+++ b/DataModel/Channel.h
@@ -14,8 +14,9 @@ class Channel : public SerialisableObject{
 	public:
 	
 	Channel() : ChannelID(-1), channelrelposition(Position(-1,-1,-1)), stripside(2), stripnum(-1), signal_crate(-1), signal_card(-1), signal_channel(-1), level2_crate(-1), level2_card(-1), level2_channel(-1), hv_crate(-1), hv_card(-1), hv_channel(-1), status(channelstatus::OFF)
-	 {serialise=true;}
-	Channel(unsigned long chnID, Position chanpos, int strp, int strpnm, unsigned int sig_crt, unsigned int sig_crd, unsigned int sig_chn, unsigned int lv2_crt, unsigned int lv2_crd, unsigned int lv2_ch, unsigned int hv_crt, unsigned int hv_crd, unsigned int hv_chn, channelstatus chanstat) : ChannelID(chnID), channelrelposition(chanpos), stripside(strp), stripnum(strpnm), signal_crate(sig_crt), signal_card(sig_crd), signal_channel(sig_chn), level2_crate(lv2_crt), level2_card(lv2_crd), level2_channel(lv2_ch), hv_crate(hv_crt), hv_card(hv_crd), hv_channel(hv_chn), status(chanstat) {serialise=true;}
+	 {channelType = 0; serialise=true;}
+	Channel(unsigned long chnID, Position chanpos, int strp, int strpnm, unsigned int sig_crt, unsigned int sig_crd, unsigned int sig_chn, unsigned int lv2_crt, unsigned int lv2_crd, unsigned int lv2_ch, unsigned int hv_crt, unsigned int hv_crd, unsigned int hv_chn, channelstatus chanstat) : ChannelID(chnID), channelrelposition(chanpos), stripside(strp), stripnum(strpnm), signal_crate(sig_crt), signal_card(sig_crd), signal_channel(sig_chn), level2_crate(lv2_crt), level2_card(lv2_crd), level2_channel(lv2_ch), hv_crate(hv_crt), hv_card(hv_crd), hv_channel(hv_chn), status(chanstat) {channelType=0; serialise=true;}
+	Channel(unsigned long chnID, Position chanpos, int strp, int strpnm, unsigned int sig_crt, unsigned int sig_crd, unsigned int sig_chn, unsigned int lv2_crt, unsigned int lv2_crd, unsigned int lv2_ch, unsigned int hv_crt, unsigned int hv_crd, unsigned int hv_chn, channelstatus chanstat, int channelPMTType) : ChannelID(chnID), channelrelposition(chanpos), stripside(strp), stripnum(strpnm), signal_crate(sig_crt), signal_card(sig_crd), signal_channel(sig_chn), level2_crate(lv2_crt), level2_card(lv2_crd), level2_channel(lv2_ch), hv_crate(hv_crt), hv_card(hv_crd), hv_channel(hv_chn), status(chanstat), channelType(channelPMTType) {serialise=true;}
 	virtual ~Channel(){}
 	
 	unsigned long GetChannelID(){return ChannelID;}
@@ -32,6 +33,7 @@ class Channel : public SerialisableObject{
 	unsigned int GetHvCard(){return hv_card;}
 	unsigned int GetHvChannel(){return hv_channel;}
 	channelstatus GetStatus(){return status;}
+	int GetChannelType(){return channelType;}
 	
 	void SetChannelID(unsigned long channelIDin){ChannelID=channelIDin;}
 	void SetRelPos(Position pos){ channelrelposition=pos;}
@@ -47,6 +49,7 @@ class Channel : public SerialisableObject{
 	void SetHvCard(unsigned int cardin){hv_card=cardin;}
 	void SetHvChannel(unsigned int chanin){hv_channel=chanin;}
 	void SetStatus(channelstatus stat){status=stat;}
+	void SetChannelType(int type){channelType=type;}
 	
 	bool Print(){
 		std::cout<<"ChannelID          : "<<ChannelID<<std::endl;
@@ -81,6 +84,7 @@ class Channel : public SerialisableObject{
 	unsigned int signal_crate, signal_card, signal_channel, level2_crate, level2_card, level2_channel,
 	hv_crate, hv_card, hv_channel;
 	channelstatus status;
+	int channelType; // 0 = others, 1 = LUX, 2 = ETEL, 3 = Hamamatsu, 4 = Watchboy, 5 = Watchman
 	template<class Archive> void serialize(Archive & ar, const unsigned int	version){
 		if(serialise){
 			ar & ChannelID;
@@ -97,6 +101,7 @@ class Channel : public SerialisableObject{
 			ar & hv_card;
 			ar & hv_channel;
 			ar & status;
+			ar & channelType;
 		}
 	}
 	
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index a1d8d72d5..9cc2a9bcf 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -153,6 +153,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   fANNIETree->Branch("Cluster_HitDetID", &fCluster_HitDetID);
   fANNIETree->Branch("Cluster_HitChankey", &fCluster_HitChankey);
   fANNIETree->Branch("Cluster_HitChankeyMC", &fCluster_HitChankeyMC);
+  fANNIETree->Branch("Cluster_HitPMTType", &fCluster_HitPMTType);
 
   // MRD cluster information
   fANNIETree->Branch("eventTimeMRD", &fEventTimeMRD_Tree);
@@ -176,6 +177,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("hitDetID", &fHitDetID);
     fANNIETree->Branch("hitChankey", &fHitChankey);
     fANNIETree->Branch("hitChankeyMC", &fHitChankeyMC);
+    fANNIETree->Branch("hitPMTType", &fHitPMTType);
   }
 
   if (SiPMPulseInfo_fill)
@@ -681,6 +683,7 @@ void ANNIEEventTreeMaker::ResetVariables()
   fHitDetID.clear();
   fHitChankey.clear();
   fHitChankeyMC.clear();
+  fHitPMTType.clear();
 
   // SiPMPulse Info
   fSiPM1NPulses = 0;
@@ -792,6 +795,7 @@ void ANNIEEventTreeMaker::ResetVariables()
   fCluster_HitDetID.clear();
   fCluster_HitChankey.clear();
   fCluster_HitChankeyMC.clear();
+  fCluster_HitPMTType.clear();
 
   fClusterMaxPEV.clear();
   fClusterChargePointXV.clear();
@@ -1242,6 +1246,8 @@ void ANNIEEventTreeMaker::LoadAllTankHits()
           fHitDetID.push_back(detkey);
           fHitChankey.push_back(channel_key);
           fHitChankeyMC.push_back(channel_key);
+          Channel *thisHitChannel = geom->GetChannel(channel_key);
+          fHitPMTType.push_back(thisHitChannel->GetChannelType());
           fHitType.push_back(RecoDigit::PMT8inch); // 0 For PMTs
         }
       }
@@ -1262,6 +1268,8 @@ void ANNIEEventTreeMaker::LoadAllTankHits()
           fHitDetID.push_back(detkey);
           fHitChankey.push_back(channel_key_data);
           fHitChankeyMC.push_back(channel_key);
+          Channel *thisHitChannel = geom->GetChannel(channel_key);
+          fHitPMTType.push_back(thisHitChannel->GetChannelType());
           fHitType.push_back(RecoDigit::PMT8inch); // 0 For PMTs
         }
       }
@@ -1633,6 +1641,7 @@ void ANNIEEventTreeMaker::LoadTankClusterHits(std::vector<Hit> cluster_hits)
   vector<int> HitDetIDV;
   vector<int> HitChankeyV;
   vector<int> HitCKMC;
+  vector<int> HitPMTType;
 
   for (int i = 0; i < (int)cluster_hits.size(); i++)
   {
@@ -1655,6 +1664,8 @@ void ANNIEEventTreeMaker::LoadTankClusterHits(std::vector<Hit> cluster_hits)
 
       HitChankeyV.push_back(channel_key);
       HitCKMC.push_back(channel_key);
+      Channel* thisHitChannel = geom->GetChannel(channel_key);
+      HitPMTType.push_back(thisHitChannel->GetChannelType());
       HitTypeV.push_back(RecoDigit::PMT8inch);
       ClusterCharge += hit_charge;
       ClusterPE += hit_PE;
@@ -1682,6 +1693,7 @@ void ANNIEEventTreeMaker::LoadTankClusterHits(std::vector<Hit> cluster_hits)
   fCluster_HitDetID.push_back(HitDetIDV);
   fCluster_HitChankey.push_back(HitChankeyV);
   fCluster_HitChankeyMC.push_back(HitCKMC);
+  fCluster_HitPMTType.push_back(HitPMTType);
 
   return;
 }
@@ -1706,6 +1718,7 @@ void ANNIEEventTreeMaker::LoadTankClusterHitsMC(std::vector<MCHit> cluster_hits,
   vector<int> HitDetIDV;
   vector<int> HitChankeyV;
   vector<int> HitCKMC;
+  vector<int> HitPMTType;
 
   for (int i = 0; i < (int)cluster_hits.size(); i++)
   {
@@ -1733,6 +1746,8 @@ void ANNIEEventTreeMaker::LoadTankClusterHitsMC(std::vector<MCHit> cluster_hits,
       HitDetIDV.push_back(detkey);
       HitChankeyV.push_back(channel_key_data);
       HitCKMC.push_back(channel_key);
+      Channel* thisHitChannel = geom->GetChannel(channel_key_data);
+      HitPMTType.push_back(thisHitChannel->GetChannelType());
       HitTypeV.push_back(RecoDigit::PMT8inch);
       ClusterCharge += hit_charge;
       ClusterPE += hit_PE;
@@ -1760,6 +1775,7 @@ void ANNIEEventTreeMaker::LoadTankClusterHitsMC(std::vector<MCHit> cluster_hits,
   fCluster_HitDetID.push_back(HitDetIDV);
   fCluster_HitChankey.push_back(HitChankeyV);
   fCluster_HitChankeyMC.push_back(HitCKMC);
+  fCluster_HitPMTType.push_back(HitPMTType);
 
   return;
 }
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 4fa24ea4f..1dcd13091 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -204,6 +204,7 @@ class ANNIEEventTreeMaker : public Tool
     std::vector<int> fHitDetID;
     std::vector<int> fHitChankey;
     std::vector<int> fHitChankeyMC;
+    std::vector<int> fHitPMTType;
 
     // SiPMPulseInfo_fill
     int fSiPM1NPulses;
@@ -319,6 +320,7 @@ class ANNIEEventTreeMaker : public Tool
     vector<vector<int>> fCluster_HitDetID;
     vector<vector<int>> fCluster_HitChankey;
     vector<vector<int>> fCluster_HitChankeyMC;
+    vector<vector<int>> fCluster_HitPMTType;
 
     vector<double> fClusterMaxPEV;
     vector<double> fClusterChargePointXV;
diff --git a/UserTools/LoadGeometry/LoadGeometry.cpp b/UserTools/LoadGeometry/LoadGeometry.cpp
index de93f7e7b..e077e1f9a 100644
--- a/UserTools/LoadGeometry/LoadGeometry.cpp
+++ b/UserTools/LoadGeometry/LoadGeometry.cpp
@@ -630,6 +630,22 @@ bool LoadGeometry::ParseTankPMTDataEntry(std::vector<std::string> SpecLine,
                 detstatus,
                 0.);
 
+  if (verbosity > 5) std::cout << "Filling a channel with PMT_type == " << PMT_type << ", PMT_type == LUX:" << (PMT_type == "LUX") << ", PMT_type == Hamamatsu:" << (PMT_type == "Hamamatsu") << std::endl;
+  int channelType = 0;
+  if (PMT_type == "LUX"){
+    channelType = 1;
+  } else if (PMT_type == "ETEL"){
+    channelType = 2;
+  } else if (PMT_type == "Hamamatsu"){
+    channelType = 3;
+  } else if (PMT_type == "Watchboy"){
+    channelType = 4;
+  } else if (PMT_type == "Watchman"){
+    channelType = 5;
+  } else {
+    Log("LoadGeometry Tool: Loading UNDEFINED PMT type for channel "+std::to_string(channel_num),0,verbosity);
+  }
+
   Channel pmtchannel( channel_num,
                       Position(0,0,0.),
                       -1, // stripside
@@ -643,7 +659,8 @@ bool LoadGeometry::ParseTankPMTDataEntry(std::vector<std::string> SpecLine,
                       hv_crate,
                       hv_slot,
                       hv_channel,
-                      chanstatus); //channel status same as detector status here
+                      chanstatus,
+                      channelType); //channel status same as detector status here
 
   // Also add this channel to the Tank PMT electronics map
   std::vector<int> crate_map{signal_crate,signal_slot,signal_channel};

From c4263412e675d4a0bb7af223ce270af6c2200384 Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 17 Apr 2025 15:00:14 -0500
Subject: [PATCH 144/163] New PrintADCTraces tool to export pulses to root file

---
 UserTools/Factory/Factory.cpp                 |   1 +
 UserTools/PrintADCTraces/PrintADCTraces.cpp   | 269 ++++++++++++++++++
 UserTools/PrintADCTraces/PrintADCTraces.h     |  69 +++++
 UserTools/PrintADCTraces/README.md            |  59 ++++
 UserTools/Unity.h                             |   1 +
 .../PrintADCTraces/LoadANNIEEventConfig       |   4 +
 .../PrintADCTraces/PrintADCTracesConfig       |  17 ++
 configfiles/PrintADCTraces/ToolChainConfig    |  23 ++
 configfiles/PrintADCTraces/ToolsConfig        |   4 +
 .../PrintADCTraces/create_my_inputs.sh        |  19 ++
 configfiles/PrintADCTraces/my_inputs.txt      |   1 +
 11 files changed, 467 insertions(+)
 create mode 100644 UserTools/PrintADCTraces/PrintADCTraces.cpp
 create mode 100644 UserTools/PrintADCTraces/PrintADCTraces.h
 create mode 100644 UserTools/PrintADCTraces/README.md
 create mode 100644 configfiles/PrintADCTraces/LoadANNIEEventConfig
 create mode 100644 configfiles/PrintADCTraces/PrintADCTracesConfig
 create mode 100644 configfiles/PrintADCTraces/ToolChainConfig
 create mode 100644 configfiles/PrintADCTraces/ToolsConfig
 create mode 100644 configfiles/PrintADCTraces/create_my_inputs.sh
 create mode 100644 configfiles/PrintADCTraces/my_inputs.txt

diff --git a/UserTools/Factory/Factory.cpp b/UserTools/Factory/Factory.cpp
index 6bc13642c..137bdf08a 100644
--- a/UserTools/Factory/Factory.cpp
+++ b/UserTools/Factory/Factory.cpp
@@ -186,5 +186,6 @@ if (tool=="BeamQuality") ret=new BeamQuality;
 if (tool=="FitRWMWaveform") ret=new FitRWMWaveform;
 if (tool=="LAPPDLoadTXT") ret=new LAPPDLoadTXT;
 if (tool=="LAPPDBSCharging") ret=new LAPPDBSCharging;
+if (tool=="PrintADCTraces") ret=new PrintADCTraces;
 return ret;
 }
diff --git a/UserTools/PrintADCTraces/PrintADCTraces.cpp b/UserTools/PrintADCTraces/PrintADCTraces.cpp
new file mode 100644
index 000000000..a93dc55b1
--- /dev/null
+++ b/UserTools/PrintADCTraces/PrintADCTraces.cpp
@@ -0,0 +1,269 @@
+#include <vector>
+
+#include "ANNIEconstants.h"
+#include "PrintADCTraces.h"
+
+#include "TGraph.h"
+
+PrintADCTraces::PrintADCTraces():Tool(){}
+
+// Tool will loop over hits, extract ADC traces from the RecoADCData, and output those traces to a root file
+
+// output root file structure
+// ROOT file:
+// ├── chankey/                # directory for each PMT channel
+// ├── 332/
+// │   ├── wf1 TGraph          # for each pulse, a TGraph
+// │   └── wf2 TGraph
+// ├── 463/
+// │   ├── wf1 TGraph
+// │   └── ...
+// └── TraceSummary TTree      # metadata
+//     ├── chan                # all pulse channel ids
+//     ├── hitT                # all pulse hit times [ns]
+//     └── hitPE               # all pulse hit charges [pe]
+
+
+bool PrintADCTraces::Initialise(std::string configfile, DataModel &data)
+{
+
+  /////////////////// Useful header ///////////////////////
+  if(configfile!="") m_variables.Initialise(configfile); // loading config file
+
+  m_data= &data; //assigning transient data pointer
+  /////////////////////////////////////////////////////////////////
+
+  // get config variables
+
+  bool gotVerbosity = m_variables.Get("verbosity", verbosity);
+  if (!gotVerbosity) verbosity = 1;
+
+  // range of hit charges to save
+  gotPEmin = m_variables.Get("hitPE_min", fhitPEmin);
+  if (!gotPEmin) {
+    logmessage = "PrintADCTraces: hitPE_min not defined. No selection will be imposed.";
+    Log(logmessage, v_error, verbosity);
+  } 
+  gotPEmax = m_variables.Get("hitPE_max", fhitPEmax);
+  if (!gotPEmax) {
+    logmessage = "PrintADCTraces: hitPE_max not defined. No selection will be imposed.";
+    Log(logmessage, v_error, verbosity);
+  } 
+
+  // save only hit times in a certain range (useful for laser peak or beam spill)
+  gotTmin = m_variables.Get("hitT_min", fhitTmin);
+  if (!gotTmin) {
+    logmessage = "PrintADCTraces: hitT_min not defined. No selection will be imposed.";
+    Log(logmessage, v_error, verbosity);
+  } 
+  gotTmax = m_variables.Get("hitT_max", fhitTmax);
+  if (!gotTmax) {
+    logmessage = "PrintADCTraces: hitT_max not defined. No selection will be imposed.";
+    Log(logmessage, v_error, verbosity);
+  } 
+
+  // maximum number of total traces saved - this could explode depending on how many events we run over
+  bool gotMaxTraces = m_variables.Get("MaxTraces", fMaxTraces);
+  if (!gotMaxTraces) {
+    logmessage = "PrintADCTraces: MaxTraces not defined. Using default of 10000.";
+    Log(logmessage, v_error, verbosity);
+    fMaxTraces = 10000;
+  } 
+
+  // per individual channel, how many traces do you want?
+  bool gotMaxTracesPerChan = m_variables.Get("MaxTracesPerChannel", fMaxTracesPerChan);
+  if (!gotMaxTracesPerChan) {
+    logmessage = "PrintADCTraces: MaxTracesPerChannel not defined. Setting no limit on traces per channel, will default to filling according to MaxTraces argument.";
+    Log(logmessage, v_error, verbosity);
+    fMaxTracesPerChan = 0;
+  } 
+
+  // name of the output root file containing trace data
+  bool gotOutputFilename = m_variables.Get("OutputFilename", filename);
+  if (!gotOutputFilename) {
+    logmessage = "PrintADCTraces: OutputFilename not defined. Setting output file name to: 'ADCTraces.root'";
+    Log(logmessage, v_error, verbosity);
+    filename = "ADCTraces.root";
+  } 
+
+  // set up output file
+  fOutFile = new TFile(filename.c_str(), "RECREATE");
+
+  // summary TTree containing global distribution of all saved ADC traces
+  fTraceSummaryTree = new TTree("TraceSummary", "Summary of saved ADC traces");
+  fTraceSummaryTree->Branch("chan", &fchan);
+  fTraceSummaryTree->Branch("hitT", &fhitT);
+  fTraceSummaryTree->Branch("hitPE", &fhitPE);
+  
+  return true;
+}
+
+//------------------------------------------------------------------------------
+bool PrintADCTraces::Execute()
+{
+    Log("PrintADCTraces: Execute()", v_debug, verbosity);
+
+    // ***********************************
+    // load stores
+
+    bool goodAnnieEvent = m_data->Stores.count("ANNIEEvent");
+    if (!goodAnnieEvent) {
+        logmessage = "PrintADCTraces: no ANNIEEvent store! Aborting!";
+        Log(logmessage, v_error, verbosity);
+        return false;    
+    }
+
+    // need this for the nQ -> PE conversion
+    bool gotSPEmap = m_data->CStore.Get("ChannelNumToTankPMTSPEChargeMap",fChannelKeyToSPEMap);
+    if (!gotSPEmap) {
+        logmessage = "PrintADCTraces: could not find ChannelNumToTankPMTSPEChargeMap! Aborting!";
+        Log(logmessage, v_error, verbosity);
+        return false;    
+    }
+
+    // ADCPulse class information (contains the traces)
+    bool got_recoadc = m_data->Stores["ANNIEEvent"]->Get("RecoADCData",fRecoADCData);
+    if (!got_recoadc) {
+        logmessage = "PrintADCTraces: could not find RecoADCData! Aborting!";
+        Log(logmessage, v_error, verbosity);
+        return false;    
+    }
+
+    // TGraph title will be <run_number>_<p_file>_<eventtimetank>_<hitT>_<hitPE>
+    int fRunNumber = 9999;
+    int fPartFileNumber = 9999;
+    uint64_t fWaveformTime = 0;
+
+    bool gotRunNumber = m_data->Stores["ANNIEEvent"]->Get("RunNumber", fRunNumber);
+    bool gotPartFile = m_data->Stores["ANNIEEvent"]->Get("PartNumber", fPartFileNumber);
+    bool gotTimestamp = m_data->Stores["ANNIEEvent"]->Get("EventTimeTank", fWaveformTime);
+
+    if (!gotPartFile || !gotTimestamp || !gotRunNumber) {
+        logmessage = "PrintADCTraces: Error retrieving ";
+        if (!gotRunNumber) logmessage += "RunNumber ";
+        if (!gotPartFile) logmessage += "PartNumber ";
+        if (!gotTimestamp) logmessage += "EventTimeTank ";
+        logmessage += "from ANNIEEvent! Setting default (nonsense) values.";
+        Log(logmessage, v_error, verbosity);
+    }
+
+    // ***********************************
+    // write out ADC traces
+
+    fOutFile->cd();  // go to root of output file
+
+    // loop through RecoADCData and fill the graphs with the ADC traces
+    for (auto& chan_pair : fRecoADCData) {
+        unsigned long chankey = chan_pair.first;
+        auto& minibuffers = chan_pair.second;
+
+        int& chanGraphCount = graphsPerChannel[chankey];
+
+        // make/get directory
+        std::string chanStr = std::to_string(chankey);
+        TDirectory* dir = fOutFile->GetDirectory(chanStr.c_str());
+        if (!dir) dir = fOutFile->mkdir(chanStr.c_str());
+        dir->cd();
+
+        for (size_t mb_i = 0; mb_i < minibuffers.size(); ++mb_i) {
+
+          // if the max trace limit is reached, stop looping over the minibuffers
+          if ((fMaxTraces != 0 && totalGraphs >= fMaxTraces) ||
+              (fMaxTracesPerChan != 0 && chanGraphCount >= fMaxTracesPerChan)) {
+              break;
+          }
+
+          const auto& pulsevec = minibuffers.at(mb_i);
+
+            for (const auto& pulse : pulsevec) {
+
+                double hitT = pulse.peak_time();  // interpolated hit time
+                double hitQ = pulse.charge();     // charge in nQ
+
+                // need to convert from nQ -> PE using SPE conversion map
+                auto spe_it = fChannelKeyToSPEMap.find(chankey);
+                double hitPE = -9999;
+                if (spe_it != fChannelKeyToSPEMap.end() && spe_it->second > 0) {
+                    hitPE = hitQ / spe_it->second;
+                } else {
+                    logmessage = "PrintADCTraces: Missing or invalid SPE value for channel " + std::to_string(chankey) +
+                                ". Cannot convert to PE. Using placeholder -9999.";
+                    Log(logmessage, v_warning, verbosity);
+                }
+
+                // apply hitT and hitPE cuts (skip pulse if it doesn't pass)
+                bool passTime = (!gotTmin || hitT >= fhitTmin) && (!gotTmax || hitT <= fhitTmax);
+                bool passPE   = (!gotPEmin || hitPE >= fhitPEmin) && (!gotPEmax || hitPE <= fhitPEmax);
+                if (!passTime || !passPE) continue;
+
+                // construct TGraph title: <run_number>_<p_file>_<eventtimetank>_<hitT>_<hitPE>
+                std::stringstream grTitle;
+                grTitle << fRunNumber << "_" << fPartFileNumber << "_" << fWaveformTime
+                        << "_" << std::fixed << std::setprecision(2) << hitT
+                        << "_" << std::fixed << std::setprecision(2) << hitPE;
+
+                // grab trace
+                const auto& xpts = pulse.GetTraceXPoints();
+                const auto& ypts = pulse.GetTraceYPoints();
+
+                if (xpts.empty() || ypts.empty()) continue;
+
+                // create and write to TGraph
+                TGraph gr(xpts.size());
+                for (size_t i = 0; i < std::min(xpts.size(), ypts.size()); ++i) {
+                    gr.SetPoint(i, xpts[i], ypts[i]);
+                }
+                gr.SetTitle(grTitle.str().c_str());
+                gr.Write();
+
+                // write to summary TTree
+                fchan = chankey;
+                fhitT = pulse.peak_time();
+                fhitPE = hitPE;
+                fTraceSummaryTree->Fill();
+
+                ++totalGraphs;
+                ++chanGraphCount;
+            }
+        }
+    }
+
+    logmessage = "PrintADCTraces: Total graphs written this event: " + std::to_string(totalGraphs);
+    Log(logmessage, v_debug, verbosity);
+
+    return true;
+}
+
+//------------------------------------------------------------------------------
+bool PrintADCTraces::Finalise()
+{
+    if (fOutFile) {
+
+        if (fTraceSummaryTree) {      // write summary to root file
+            fOutFile->cd();
+            fTraceSummaryTree->Write();
+        }
+
+        fOutFile->cd();
+        fOutFile->Write();   // write all contents to file
+        fOutFile->Close();   // close the ROOT file
+        delete fOutFile;     // clean up the pointer
+        fOutFile = nullptr;
+    }
+
+    Log("PrintADCTraces: Finished and closed output ROOT file.", v_debug, verbosity);
+    
+    logmessage = "PrintADCTraces: Total graphs written across all events: " + std::to_string(totalGraphs);
+    Log(logmessage, v_debug, verbosity);
+    for (const auto& entry : graphsPerChannel) {
+        logmessage = "  Channel " + std::to_string(entry.first) +
+                    " → " + std::to_string(entry.second) + " graphs";
+        Log(logmessage, v_debug, verbosity);
+    }
+
+    return true;
+}
+
+//------------------------------------------------------------------------------
+
+// done
\ No newline at end of file
diff --git a/UserTools/PrintADCTraces/PrintADCTraces.h b/UserTools/PrintADCTraces/PrintADCTraces.h
new file mode 100644
index 000000000..b82890c1d
--- /dev/null
+++ b/UserTools/PrintADCTraces/PrintADCTraces.h
@@ -0,0 +1,69 @@
+#ifndef PrintADCTraces_H
+#define PrintADCTraces_H
+
+#include "Tool.h"
+#include "TFile.h"
+#include "TTree.h"
+#include "TGraph.h"
+#include "ADCPulse.h"
+#include "Hit.h"
+
+/**
+ * \class PrintADCTraces
+ *
+ * \brief Tool to extract and store ADC traces in TGraphs
+ *
+ * $Author: S. Doran $
+ * $Date: Apr 2025 $
+ * Contact: doran@iastate.edu
+ */
+class PrintADCTraces: public Tool {
+
+
+ public:
+
+  PrintADCTraces(); ///< Simple constructor
+  bool Initialise(std::string configfile,DataModel &data); ///< Initialise Function for setting up Tool resources. @param configfile The path and name of the dynamic configuration file to read in. @param data A reference to the transient data class used to pass information between Tools.
+  bool Execute(); ///< Execute function used to perform Tool purpose.
+  bool Finalise(); ///< Finalise function used to clean up resources.
+    
+ private:
+
+  TFile* fOutFile = nullptr;                   // output root file
+  TTree* fTraceSummaryTree = nullptr;          // summary TTree in root file
+  int fchan;                                   // branches in summary TTree
+  float fhitT, fhitPE;
+
+  int totalGraphs = 0;                         // keep track how many TGraphs were written
+  std::map<unsigned long, int> graphsPerChannel;
+
+  float fhitTmin = 0;                          // config parameters
+  float fhitTmax = 0;
+  float fhitPEmin = 0;
+  float fhitPEmax = 0;
+  int fMaxTraces = 0;
+  int fMaxTracesPerChan = 0;
+  std::string filename;
+
+  bool gotTmin = false;
+  bool gotTmax = false;
+  bool gotPEmin = false;
+  bool gotPEmax = false;
+
+                                               // maps to Store objects
+  std::map<unsigned long, std::vector<std::vector<ADCPulse>>> fRecoADCData;
+  std::map<int, double> fChannelKeyToSPEMap;
+  
+  int verbosity;
+  int v_error=0;
+  int v_warning=1;
+  int v_message=2;
+  int v_debug=3;
+  std::string logmessage;
+};
+
+
+#endif
+
+
+
diff --git a/UserTools/PrintADCTraces/README.md b/UserTools/PrintADCTraces/README.md
new file mode 100644
index 000000000..e89005b61
--- /dev/null
+++ b/UserTools/PrintADCTraces/README.md
@@ -0,0 +1,59 @@
+# PrintADCTraces
+
+`PrintADCTraces` will read the ADC traces in "RecoADCData", and output the pulses to a root file. It will also filter traces/hits within some range of charges or times provided by the user.
+
+## Output rootfile
+
+`PrintADCTraces` produces a root file containing directories for each PMT channel - within each channel will be TGraphs for each ADC trace:
+
+```
+// ROOT file:
+// ├── chankey/                # directory for each PMT channel
+// ├── 332/
+// │   ├── wf1 TGraph          # for each pulse, a TGraph
+// │   └── wf2 TGraph
+// ├── 463/
+// │   ├── wf1 TGraph
+// │   └── ...
+// └── TraceSummary TTree      # metadata
+//     ├── chan                # all pulse channel ids
+//     ├── hitT                # all pulse hit times [ns]
+//     └── hitPE               # all pulse hit charges [pe]
+```
+
+where the TGraph name is given by: ```<run_number>_<p_file>_<eventtimetank>_<hitT>_<hitPE>```
+
+
+## Configuration
+```
+# PrintADCTraces Config File
+
+verbosity 0
+
+hitPE_min 0.5                   # minimum hit charge [pe] to include in the root file
+hitPE_max 1.5                   # maximum hit charge [pe] to include in the root file
+                                    # omitting both of these will not impose a charge selection
+
+hitT_min 0                      # minimum hit time [ns] to include in the root file
+hitT_max 2000                   # maximum hit time [ns] to include in the root file
+                                   # omitting both of these will not impose a time selection
+
+MaxTraces 10000                 # maximum number of traces to include in the root file (default is 10,000 if not set by user)
+                                   # if set to '0', no limit will be imposed
+
+MaxTracesPerChannel 100         # maximum number of traces per channel to include in the root file
+                                   # if set to '0' or left undefined, it will not impose a limit
+
+OutputFilename ADCTraces.root   # name of the output root file
+```
+
+## Example toolchain
+```
+LoadANNIEEvent
+LoadGeometry
+PrintADCTraces
+```
+
+## Additional information
+- ADC traces will be in ADC (y) vs time [ns] (x). All pulse times will be relative (and zeroed) to the start time of the pulse. All pulse amplitudes (y) are baseline-subtracted. This way its easier to compare. You can cross reference the pulse features with the title (which contains the charge and time of the pulse) to determine more information.
+- This tool is similar to `PrintADCData`, but instead of printing out all raw PMT waveforms, it only prints out the found pulse traces (and provides more identifying / filtering information based on charge / time).
diff --git a/UserTools/Unity.h b/UserTools/Unity.h
index af90ecca3..454e3d884 100644
--- a/UserTools/Unity.h
+++ b/UserTools/Unity.h
@@ -194,3 +194,4 @@
 #include "FitRWMWaveform.h"
 #include "LAPPDLoadTXT.h"
 #include "LAPPDBSCharging.h"
+#include "PrintADCTraces.h"
diff --git a/configfiles/PrintADCTraces/LoadANNIEEventConfig b/configfiles/PrintADCTraces/LoadANNIEEventConfig
new file mode 100644
index 000000000..284622ea2
--- /dev/null
+++ b/configfiles/PrintADCTraces/LoadANNIEEventConfig
@@ -0,0 +1,4 @@
+verbose 1
+FileForListOfInputs ./configfiles/PrintADCTraces/my_inputs.txt
+EventOffset 0
+GlobalEvNr 1
diff --git a/configfiles/PrintADCTraces/PrintADCTracesConfig b/configfiles/PrintADCTraces/PrintADCTracesConfig
new file mode 100644
index 000000000..804a380df
--- /dev/null
+++ b/configfiles/PrintADCTraces/PrintADCTracesConfig
@@ -0,0 +1,17 @@
+verbosity 0
+
+hitPE_min 0.5                   # minimum hit charge [pe] to include in the root file
+hitPE_max 1.5                   # maximum hit charge [pe] to include in the root file
+                                    # omitting both of these will not impose a charge selection
+
+hitT_min 0                      # minimum hit time [ns] to include in the root file
+hitT_max 2000                   # maximum hit time [ns] to include in the root file
+                                   # omitting both of these will not impose a time selection
+
+MaxTraces 10000                 # maximum number of traces to include in the root file (default is 10,000 if not set by user)
+                                   # if set to '0', no limit will be imposed
+
+MaxTracesPerChannel 100         # maximum number of traces per channel to include in the root file
+                                   # if set to '0' or left undefined, it will not impose a limit
+
+OutputFilename ADCTraces.root   # name of the output root file
\ No newline at end of file
diff --git a/configfiles/PrintADCTraces/ToolChainConfig b/configfiles/PrintADCTraces/ToolChainConfig
new file mode 100644
index 000000000..bfe534b1c
--- /dev/null
+++ b/configfiles/PrintADCTraces/ToolChainConfig
@@ -0,0 +1,23 @@
+#ToolChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery #####
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File ./configfiles/PrintADCTraces/ToolsConfig
+
+##### Run Type #####
+Inline -1
+Interactive 0
+
diff --git a/configfiles/PrintADCTraces/ToolsConfig b/configfiles/PrintADCTraces/ToolsConfig
new file mode 100644
index 000000000..c9fd4022c
--- /dev/null
+++ b/configfiles/PrintADCTraces/ToolsConfig
@@ -0,0 +1,4 @@
+LoadANNIEEvent LoadANNIEEvent ./configfiles/PrintADCTraces/LoadANNIEEventConfig
+LoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig
+#ClusterFinder ClusterFinder ./configfiles/PrintADCTraces/ClusterFinderConfig
+PrintADCTraces PrintADCTraces ./configfiles/PrintADCTraces/PrintADCTracesConfig
diff --git a/configfiles/PrintADCTraces/create_my_inputs.sh b/configfiles/PrintADCTraces/create_my_inputs.sh
new file mode 100644
index 000000000..3e200e3c3
--- /dev/null
+++ b/configfiles/PrintADCTraces/create_my_inputs.sh
@@ -0,0 +1,19 @@
+#!/bin/bash
+
+if [[ -z "$1" ]]; then
+    echo ""
+    echo "##############################"
+    echo "Error: No run number provided."
+    echo "Usage: $0 <run_number>"
+    echo ""
+    exit 1
+fi
+
+run=$1
+
+output_file="my_inputs.txt"
+processed_dir="/pnfs/annie/persistent/processed/processingData_EBV2/processed_EBV2/R${run}/"
+
+find "$processed_dir" -type f -name "Processed*" | sort -t'/' -k2V > "$output_file"
+
+echo "done"
diff --git a/configfiles/PrintADCTraces/my_inputs.txt b/configfiles/PrintADCTraces/my_inputs.txt
new file mode 100644
index 000000000..c63be866a
--- /dev/null
+++ b/configfiles/PrintADCTraces/my_inputs.txt
@@ -0,0 +1 @@
+/pnfs/annie/persistent/processed/processed_EBV2_LAPPDFiltered/AnalysisFile/FilteredLAPPD_BeamSelection_Pedestal2022

From 7de10e821d5a05da1cc69d43748234aab148b23c Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 17 Apr 2025 15:04:08 -0500
Subject: [PATCH 145/163] Add README to PrintADCTraces toolchain

---
 configfiles/PrintADCTraces/README.md | 52 ++++++++++++++++++++++++++++
 1 file changed, 52 insertions(+)
 create mode 100644 configfiles/PrintADCTraces/README.md

diff --git a/configfiles/PrintADCTraces/README.md b/configfiles/PrintADCTraces/README.md
new file mode 100644
index 000000000..32f1725c8
--- /dev/null
+++ b/configfiles/PrintADCTraces/README.md
@@ -0,0 +1,52 @@
+# PrintADCTraces
+
+`PrintADCTraces` toolchain will read the ADC traces in "RecoADCData", and output the pulses to a root file. It will also filter traces/hits within some range of charges or times provided by the user.
+
+## Output rootfile
+
+`PrintADCTraces` produces a root file containing directories for each PMT channel - within each channel will be TGraphs for each ADC trace:
+
+```
+// ROOT file:
+// ├── chankey/                # directory for each PMT channel
+// ├── 332/
+// │   ├── wf1 TGraph          # for each pulse, a TGraph
+// │   └── wf2 TGraph
+// ├── 463/
+// │   ├── wf1 TGraph
+// │   └── ...
+// └── TraceSummary TTree      # metadata
+//     ├── chan                # all pulse channel ids
+//     ├── hitT                # all pulse hit times [ns]
+//     └── hitPE               # all pulse hit charges [pe]
+```
+
+where the TGraph name is given by: ```<run_number>_<p_file>_<eventtimetank>_<hitT>_<hitPE>```
+
+
+## Configuration
+```
+# PrintADCTraces Config File
+
+verbosity 0
+
+hitPE_min 0.5                   # minimum hit charge [pe] to include in the root file
+hitPE_max 1.5                   # maximum hit charge [pe] to include in the root file
+                                    # omitting both of these will not impose a charge selection
+
+hitT_min 0                      # minimum hit time [ns] to include in the root file
+hitT_max 2000                   # maximum hit time [ns] to include in the root file
+                                   # omitting both of these will not impose a time selection
+
+MaxTraces 10000                 # maximum number of traces to include in the root file (default is 10,000 if not set by user)
+                                   # if set to '0', no limit will be imposed
+
+MaxTracesPerChannel 100         # maximum number of traces per channel to include in the root file
+                                   # if set to '0' or left undefined, it will not impose a limit
+
+OutputFilename ADCTraces.root   # name of the output root file
+```
+
+## Additional information
+- ADC traces will be in ADC (y) vs time [ns] (x). All pulse times will be relative (and zeroed) to the start time of the pulse. All pulse amplitudes (y) are baseline-subtracted. This way its easier to compare. You can cross reference the pulse features with the title (which contains the charge and time of the pulse) to determine more information.
+- This tool is similar to the `PrintADCData` toolchain, but instead of printing out all raw PMT waveforms, it only prints out the found pulse traces (and provides more identifying / filtering information based on charge / time).

From 9f4aa989e16171b3b841525f984027791fa8f2f1 Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Thu, 17 Apr 2025 15:07:49 -0500
Subject: [PATCH 146/163] Final modifications for PrintADCTraces

---
 configfiles/PrintADCTraces/README.md   | 1 +
 configfiles/PrintADCTraces/ToolsConfig | 1 -
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/PrintADCTraces/README.md b/configfiles/PrintADCTraces/README.md
index 32f1725c8..e9185a0dc 100644
--- a/configfiles/PrintADCTraces/README.md
+++ b/configfiles/PrintADCTraces/README.md
@@ -50,3 +50,4 @@ OutputFilename ADCTraces.root   # name of the output root file
 ## Additional information
 - ADC traces will be in ADC (y) vs time [ns] (x). All pulse times will be relative (and zeroed) to the start time of the pulse. All pulse amplitudes (y) are baseline-subtracted. This way its easier to compare. You can cross reference the pulse features with the title (which contains the charge and time of the pulse) to determine more information.
 - This tool is similar to the `PrintADCData` toolchain, but instead of printing out all raw PMT waveforms, it only prints out the found pulse traces (and provides more identifying / filtering information based on charge / time).
+- `create_my_inputs.sh` will populate the my_inputs.txt file with all ProcessedData from a given run. Adjust the internal paths accordingly. Usage: `sh create_my_inputs.sh <run>`
diff --git a/configfiles/PrintADCTraces/ToolsConfig b/configfiles/PrintADCTraces/ToolsConfig
index c9fd4022c..38ac2af03 100644
--- a/configfiles/PrintADCTraces/ToolsConfig
+++ b/configfiles/PrintADCTraces/ToolsConfig
@@ -1,4 +1,3 @@
 LoadANNIEEvent LoadANNIEEvent ./configfiles/PrintADCTraces/LoadANNIEEventConfig
 LoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig
-#ClusterFinder ClusterFinder ./configfiles/PrintADCTraces/ClusterFinderConfig
 PrintADCTraces PrintADCTraces ./configfiles/PrintADCTraces/PrintADCTracesConfig

From 03dba624c48baa35eb5a7c650e095c6fe4caadd9 Mon Sep 17 00:00:00 2001
From: Steven Doran <doran@iastate.edu>
Date: Tue, 22 Apr 2025 13:29:33 -0500
Subject: [PATCH 147/163] EventBuilderV2_LED toolchain

---
 .../EventBuilderV2_LED/EBLoadRawConfig        | 10 +++++++
 configfiles/EventBuilderV2_LED/EBPMTConfig    |  4 +++
 configfiles/EventBuilderV2_LED/EBSaverConfig  | 10 +++++++
 .../EventBuilderV2_LED/EBTriggerGrouperConfig | 28 +++++++++++++++++++
 .../EventBuilderV2_LED/PMTDataDecoderConfig   |  5 ++++
 .../PhaseIIADCCalibratorConfig                | 15 ++++++++++
 .../PhaseIIADCHitFinderConfig                 | 10 +++++++
 .../EventBuilderV2_LED/SaveConfigInfoConfig   |  3 ++
 .../EventBuilderV2_LED/ToolChainConfig        | 23 +++++++++++++++
 configfiles/EventBuilderV2_LED/ToolsConfig    | 12 ++++++++
 .../TriggerDataDecoderConfig                  |  3 ++
 configfiles/EventBuilderV2_LED/my_files.txt   |  3 ++
 12 files changed, 126 insertions(+)
 create mode 100644 configfiles/EventBuilderV2_LED/EBLoadRawConfig
 create mode 100644 configfiles/EventBuilderV2_LED/EBPMTConfig
 create mode 100644 configfiles/EventBuilderV2_LED/EBSaverConfig
 create mode 100644 configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig
 create mode 100644 configfiles/EventBuilderV2_LED/PMTDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_LED/PhaseIIADCCalibratorConfig
 create mode 100644 configfiles/EventBuilderV2_LED/PhaseIIADCHitFinderConfig
 create mode 100644 configfiles/EventBuilderV2_LED/SaveConfigInfoConfig
 create mode 100644 configfiles/EventBuilderV2_LED/ToolChainConfig
 create mode 100644 configfiles/EventBuilderV2_LED/ToolsConfig
 create mode 100644 configfiles/EventBuilderV2_LED/TriggerDataDecoderConfig
 create mode 100644 configfiles/EventBuilderV2_LED/my_files.txt

diff --git a/configfiles/EventBuilderV2_LED/EBLoadRawConfig b/configfiles/EventBuilderV2_LED/EBLoadRawConfig
new file mode 100644
index 000000000..31ddd80ea
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/EBLoadRawConfig
@@ -0,0 +1,10 @@
+verbosityEBLoadRaw 2
+ReadTriggerOverlap 1
+
+InputFile ./configfiles/EventBuilderV2_LED/my_files.txt
+
+LoadPMT 1
+LoadMRD 0
+LoadCTC 1
+LoadLAPPD 0
+
diff --git a/configfiles/EventBuilderV2_LED/EBPMTConfig b/configfiles/EventBuilderV2_LED/EBPMTConfig
new file mode 100644
index 000000000..57bb72693
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/EBPMTConfig
@@ -0,0 +1,4 @@
+verbosityEBPMT 0
+matchTargetTrigger 46
+matchTolerance_ns 1000
+matchToAllTriggers 1
diff --git a/configfiles/EventBuilderV2_LED/EBSaverConfig b/configfiles/EventBuilderV2_LED/EBSaverConfig
new file mode 100644
index 000000000..d3e1e75c7
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/EBSaverConfig
@@ -0,0 +1,10 @@
+verbosityEBSaver 1
+
+savePMT 1
+saveMRD 0
+saveCTC 1
+saveLAPPD 0
+saveRunInfo 1
+saveBeamInfo 0
+
+beamInfoFileName beamfetcher_tree.root
diff --git a/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig b/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig
new file mode 100644
index 000000000..b00af8388
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig
@@ -0,0 +1,28 @@
+verbosityEBTG 0
+GroupMode beam
+GroupTolerance 3000000
+GroupTrigWord 14 //undelayed beam
+
+groupBeam 0
+BeamTolerance 25000000
+
+groupCosmic 0
+CosmicTriggerMain 36
+
+groupLaser 0
+LaserTolerance 10000
+
+groupLED 0
+#LEDTriggerMain 31
+#LEDTolerance 10000
+
+groupAmBe 1
+AmBeTolerance 10000 # 10us for testing
+AmBeTriggerMain 11
+
+groupPPS 0
+
+groupNuMI 0
+
+maxNumAllowedInBuffer 20000
+
diff --git a/configfiles/EventBuilderV2_LED/PMTDataDecoderConfig b/configfiles/EventBuilderV2_LED/PMTDataDecoderConfig
new file mode 100644
index 000000000..cca7bb6b5
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/PMTDataDecoderConfig
@@ -0,0 +1,5 @@
+verbosity 1
+ADCCountsToBuildWaves 0
+Mode Offline
+OffsetVME03 0
+OffsetVME01 0
diff --git a/configfiles/EventBuilderV2_LED/PhaseIIADCCalibratorConfig b/configfiles/EventBuilderV2_LED/PhaseIIADCCalibratorConfig
new file mode 100644
index 000000000..158dc6ed1
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/PhaseIIADCCalibratorConfig
@@ -0,0 +1,15 @@
+# PhaseIIADCCalibrator config file
+
+verbosity 0
+
+BaselineEstimationType ze3ra_multi
+NumBaselineSamples 15
+NumSubWaveforms 10
+
+SamplesPerBaselineEstimate 2000
+BaselineUncertaintyTolerance 2
+PCritical 0.01
+MakeCalLEDWaveforms 0
+
+EventBuilding 1
+ExecutesPerBuild 10
diff --git a/configfiles/EventBuilderV2_LED/PhaseIIADCHitFinderConfig b/configfiles/EventBuilderV2_LED/PhaseIIADCHitFinderConfig
new file mode 100644
index 000000000..991f5d222
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/PhaseIIADCHitFinderConfig
@@ -0,0 +1,10 @@
+verbosity 0
+
+UseLEDWaveforms 0
+
+PulseFindingApproach threshold
+PulseWindowType Fixed_2023_Gains
+DefaultADCThreshold 7
+DefaultThresholdType relative
+
+EventBuilding 1
diff --git a/configfiles/EventBuilderV2_LED/SaveConfigInfoConfig b/configfiles/EventBuilderV2_LED/SaveConfigInfoConfig
new file mode 100644
index 000000000..569dcf758
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/SaveConfigInfoConfig
@@ -0,0 +1,3 @@
+verbosity 5
+OutFileName config_info.txt
+FullDepth 0
diff --git a/configfiles/EventBuilderV2_LED/ToolChainConfig b/configfiles/EventBuilderV2_LED/ToolChainConfig
new file mode 100644
index 000000000..b6cc94954
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/ToolChainConfig
@@ -0,0 +1,23 @@
+#ToolChain dynamic setup file
+
+##### Runtime Paramiters #####
+verbose 1
+error_level 0 # 0= do not exit, 1= exit on unhandeled errors only, 2= exit on unhandeled errors and handeled errors
+attempt_recover 1
+
+###### Logging #####
+log_mode Interactive # Interactive=cout , Remote= remote logging system "serservice_name Remote_Logging" , Local = local file log;
+log_local_path ./log
+log_service LogStore
+
+###### Service discovery #####
+service_publish_sec -1
+service_kick_sec -1
+
+##### Tools To Add #####
+Tools_File ./configfiles/EventBuilderV2_LED/ToolsConfig
+
+##### Run Type #####
+Inline -1
+Interactive 0
+
diff --git a/configfiles/EventBuilderV2_LED/ToolsConfig b/configfiles/EventBuilderV2_LED/ToolsConfig
new file mode 100644
index 000000000..6fd615c39
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/ToolsConfig
@@ -0,0 +1,12 @@
+LoadGeometry LoadGeometry ./configfiles/LoadGeometry/LoadGeometryConfig
+EBLoadRaw EBLoadRaw ./configfiles/EventBuilderV2_LED/EBLoadRawConfig
+PMTDataDecoder PMTDataDecoder ./configfiles/EventBuilderV2_LED/PMTDataDecoderConfig
+TriggerDataDecoder TriggerDataDecoder ./configfiles/EventBuilderV2_LED/TriggerDataDecoderConfig
+PhaseIIADCCalibrator PhaseIIADCCalibrator ./configfiles/EventBuilderV2_LED/PhaseIIADCCalibratorConfig
+PhaseIIADCHitFinder PhaseIIADCHitFinder ./configfiles/EventBuilderV2_LED/PhaseIIADCHitFinderConfig
+EBTriggerGrouper EBTriggerGrouper ./configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig
+EBPMT EBPMT ./configfiles/EventBuilderV2_LED/EBPMTConfig
+SaveConfigInfo SaveConfigInfo ./configfiles/EventBuilderV2_LED/SaveConfigInfoConfig
+EBSaver EBSaver ./configfiles/EventBuilderV2_LED/EBSaverConfig
+
+
diff --git a/configfiles/EventBuilderV2_LED/TriggerDataDecoderConfig b/configfiles/EventBuilderV2_LED/TriggerDataDecoderConfig
new file mode 100644
index 000000000..a8ef6641f
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/TriggerDataDecoderConfig
@@ -0,0 +1,3 @@
+verbosity 0
+StoreTrigOverlap 0
+ReadTrigOverlap 0
diff --git a/configfiles/EventBuilderV2_LED/my_files.txt b/configfiles/EventBuilderV2_LED/my_files.txt
new file mode 100644
index 000000000..7697d0d84
--- /dev/null
+++ b/configfiles/EventBuilderV2_LED/my_files.txt
@@ -0,0 +1,3 @@
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p0
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p1
+/pnfs/annie/persistent/raw/raw/4499/RAWDataR4499S0p2

From 3950027d6d5b31d9c8d4ef39326427f7dc17d6f6 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Thu, 24 Apr 2025 14:38:32 -0500
Subject: [PATCH 148/163] Edit LAPPD filter config for beam cluster jobs

---
 .../LAPPDProcessedFilter/ProcessedLAPPDFilterConfig        | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
index b40c3dbf6..0598cb709 100644
--- a/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
+++ b/configfiles/LAPPDProcessedFilter/ProcessedLAPPDFilterConfig
@@ -1,11 +1,12 @@
 FilterVerbosity 0
 
-saveAllLAPPDEvents 0
+saveAllLAPPDEvents 1
 savePMTClusterEvents 0
 
-#filterType MRDtrack
+filterType MRDtrack
+
+#filterType BeamSelection
 
-filterType BeamSelection
 RequireNoVeto 1
 RequireCherenkovCover 1
 

From 67c208966d588a3870de357183be4ab8e08d65cc Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Mon, 28 Apr 2025 15:55:44 -0500
Subject: [PATCH 149/163] Add LAPPD follow charge variables

For pulse found in LAPPDThresReco, integral a few bins after the end of
the pulse as a follow charge, to show possible affect from SANDI +
crosstalk
---
 DataModel/LAPPDPulse.h                        |  8 +++++
 .../ANNIEEventTreeMaker.cpp                   | 34 +++++++++++++++++-
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h | 10 +++++-
 UserTools/LAPPDThresReco/LAPPDThresReco.cpp   | 36 +++++++++++++++++--
 UserTools/LAPPDThresReco/LAPPDThresReco.h     |  4 +++
 5 files changed, 88 insertions(+), 4 deletions(-)

diff --git a/DataModel/LAPPDPulse.h b/DataModel/LAPPDPulse.h
index 8aff68195..497ae30cb 100755
--- a/DataModel/LAPPDPulse.h
+++ b/DataModel/LAPPDPulse.h
@@ -28,6 +28,10 @@ class LAPPDPulse : public Hit{
 	inline double GetHalfEndTime(){return halfEndTime;}
 	inline void SetBaseline(double base){baseline=base;}
 	inline double GetBaseline(){return baseline;}
+	inline void SetPulseFollowTime(double pulseFollow){pulseFollowTime=pulseFollow;}
+	inline double GetPulseFollowTime(){return pulseFollowTime;}
+	inline void SetPulseFollowCharge(double pulseFollow){pulseFollowCharge=pulseFollow;}
+	inline double GetPulseFollowCharge(){return pulseFollowCharge;}
 
 	bool Print() {
 		cout<<"TubeId : "<<TubeId<<endl;
@@ -47,6 +51,8 @@ class LAPPDPulse : public Hit{
 	double halfHeightTime;
 	double halfEndTime;
 	double baseline;
+	double pulseFollowTime;
+	double pulseFollowCharge;
 
 
 
@@ -62,6 +68,8 @@ class LAPPDPulse : public Hit{
 			ar & halfHeightTime;
 			ar & halfEndTime;
 			ar & baseline;
+			ar & pulseFollowTime;
+			ar & pulseFollowCharge;
 		}
 	}
 };
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index 9cc2a9bcf..e6d9337e4 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -237,6 +237,9 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("LAPPD_PulseWidth", &fPulseWidth);
     fANNIETree->Branch("LAPPD_PulseSide", &fPulseSide);
     fANNIETree->Branch("LAPPD_PulseStripNum", &fPulseStripNum);
+    fANNIETree->Branch("LAPPD_PulseBaseline", &fPulseBaseline);
+    fANNIETree->Branch("LAPPD_PulseFollowTime", &fPulseFollowTime);
+    fANNIETree->Branch("LAPPD_PulseFollowCharge", &fPulseFollowCharge);
 
     // fANNIETree->Branch("LAPPDHitTimeStampUL", &fLAPPDHitTimeStampUL, "LAPPDHitTimeStampUL/l");
     // fANNIETree->Branch("LAPPDHitBeamgateUL", &fLAPPDHitBeamgateUL, "LAPPDHitBeamgateUL/l");
@@ -263,6 +266,12 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("LAPPDHitP2HalfEndTime", &fLAPPDHitP2HalfEndTime);
     fANNIETree->Branch("LAPPDHitP1Charge", &fLAPPDHitP1Charge);
     fANNIETree->Branch("LAPPDHitP2Charge", &fLAPPDHitP2Charge);
+    fANNIETree->Branch("LAPPDHitP1Baseline", &fLAPPDHitP1Baseline);
+    fANNIETree->Branch("LAPPDHitP2Baseline", &fLAPPDHitP2Baseline);
+    fANNIETree->Branch("LAPPDHitP1FollowTime", &fLAPPDHitP1FollowTime);
+    fANNIETree->Branch("LAPPDHitP2FollowTime", &fLAPPDHitP2FollowTime);
+    fANNIETree->Branch("LAPPDHitP1FollowCharge", &fLAPPDHitP1FollowCharge);
+    fANNIETree->Branch("LAPPDHitP2FollowCharge", &fLAPPDHitP2FollowCharge);
 
     /*
     fANNIETree->Branch("LAPPDWaveformChankey", &LAPPDWaveformChankey, "LAPPDWaveformChankey/I");
@@ -730,7 +739,9 @@ void ANNIEEventTreeMaker::ResetVariables()
   fPulseWidth.clear();
   fPulseSide.clear();
   fPulseStripNum.clear();
-  fChannelBaseline.clear();
+  fPulseBaseline.clear();
+  fPulseFollowTime.clear();
+  fPulseFollowCharge.clear();
 
   fLAPPDHitTimeStampUL.clear();
   fLAPPDHitBeamgateUL.clear();
@@ -755,6 +766,12 @@ void ANNIEEventTreeMaker::ResetVariables()
   fLAPPDHitP2HalfEndTime.clear();
   fLAPPDHitP1Charge.clear();
   fLAPPDHitP2Charge.clear();
+  fLAPPDHitP1Baseline.clear();
+  fLAPPDHitP2Baseline.clear();
+  fLAPPDHitP1FollowTime.clear();
+  fLAPPDHitP2FollowTime.clear();
+  fLAPPDHitP1FollowCharge.clear();
+  fLAPPDHitP2FollowCharge.clear();
 
   LAPPDWaveformChankey.clear();
   waveformMaxValue.clear();
@@ -1436,6 +1453,9 @@ void ANNIEEventTreeMaker::FillLAPPDPulse()
         fPulseStart.push_back(thisPulse.GetLowRange());
         fPulseEnd.push_back(thisPulse.GetHiRange());
         fPulseWidth.push_back(thisPulse.GetHiRange() - thisPulse.GetLowRange());
+        fPulseBaseline.push_back(thisPulse.GetBaseline());
+        fPulseFollowTime.push_back(thisPulse.GetPulseFollowTime());
+        fPulseFollowCharge.push_back(thisPulse.GetPulseFollowCharge());
       }
       for (int i = 0; i < pulse1.size(); i++)
       {
@@ -1451,6 +1471,9 @@ void ANNIEEventTreeMaker::FillLAPPDPulse()
         fPulseStart.push_back(thisPulse.GetLowRange());
         fPulseEnd.push_back(thisPulse.GetHiRange());
         fPulseWidth.push_back(thisPulse.GetHiRange() - thisPulse.GetLowRange());
+        fPulseBaseline.push_back(thisPulse.GetBaseline());
+        fPulseFollowTime.push_back(thisPulse.GetPulseFollowTime());
+        fPulseFollowCharge.push_back(thisPulse.GetPulseFollowCharge());
       }
     }
   }
@@ -1507,6 +1530,15 @@ void ANNIEEventTreeMaker::FillLAPPDHit()
 
         fLAPPDHitP1Charge.push_back(p1.GetCharge());
         fLAPPDHitP2Charge.push_back(p2.GetCharge());
+
+        fLAPPDHitP1Baseline.push_back(p1.GetBaseline());
+        fLAPPDHitP2Baseline.push_back(p2.GetBaseline());
+
+        fLAPPDHitP1FollowTime.push_back(p1.GetPulseFollowTime());
+        fLAPPDHitP2FollowTime.push_back(p2.GetPulseFollowTime());
+
+        fLAPPDHitP1FollowCharge.push_back(p1.GetPulseFollowCharge());
+        fLAPPDHitP2FollowCharge.push_back(p2.GetPulseFollowCharge());
       }
     }
   }
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 1dcd13091..ce8efa5ef 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -250,7 +250,9 @@ class ANNIEEventTreeMaker : public Tool
     vector<double> fPulseWidth;
     vector<int> fPulseSide;
     vector<int> fPulseStripNum;
-    std::map<int, double> fChannelBaseline;
+    vector<double> fPulseBaseline;
+    vector<double> fPulseFollowTime;
+    vector<double> fPulseFollowCharge;
 
     vector<uint64_t> fLAPPDHitTimeStampUL;
     vector<uint64_t> fLAPPDHitBeamgateUL;
@@ -275,6 +277,12 @@ class ANNIEEventTreeMaker : public Tool
     vector<double> fLAPPDHitP2HalfEndTime;
     vector<double> fLAPPDHitP1Charge;
     vector<double> fLAPPDHitP2Charge;
+    vector<double> fLAPPDHitP1Baseline;
+    vector<double> fLAPPDHitP2Baseline;
+    vector<double> fLAPPDHitP1FollowTime;
+    vector<double> fLAPPDHitP2FollowTime;
+    vector<double> fLAPPDHitP1FollowCharge;
+    vector<double> fLAPPDHitP2FollowCharge;
 
     // waveform
     vector<int> LAPPDWaveformChankey;
diff --git a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
index c8cc454e7..7feceb1c1 100644
--- a/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
+++ b/UserTools/LAPPDThresReco/LAPPDThresReco.cpp
@@ -36,6 +36,12 @@ bool LAPPDThresReco::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("useRange", useRange);
   loadPrintMRDinfo = true; // print MRD track information
   m_variables.Get("loadPrintMRDinfo", loadPrintMRDinfo);
+  pulseFollowTimeStandard = 20; // 20 bins (2 ns) integral after each pulse
+  m_variables.Get("pulseFollowTimeStandard", pulseFollowTimeStandard);
+  baselineStart = 50; // start time for independent baseline calculation, 5ns
+  m_variables.Get("baselineStart", baselineStart);
+  baselineEnd = 100;
+  m_variables.Get("baselineEnd", baselineEnd);
   // Control variables in this tool, initialized in this tool
   eventNumber = 0;
   LoadLAPPDMapInfo = false;
@@ -229,6 +235,7 @@ void LAPPDThresReco::CleanDataObjects()
 
   LAPPD_ID = -9999;
   LAPPDana = false;
+  pulseFollowTime = pulseFollowTimeStandard;
 }
 
 void LAPPDThresReco::FillLAPPDPulse()
@@ -371,6 +378,13 @@ vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID,
   vector<double> binNumbers;
   vector<double> amplitudes;
 
+  double baselineGet = 0;
+  for (int i = baselineStart; i < baselineEnd; i++)
+  {
+    baselineGet += wave.at(i);
+  }
+  baselineGet = baselineGet / (baselineEnd - baselineStart);
+
   for (int i = 1; i < wave.size(); i++)
   {
     currentSig = wave.at(i);
@@ -484,6 +498,20 @@ vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID,
             }
           }
 
+          int startFollowTime = i;
+          int stopFollowTime = i + static_cast<int>(pulseFollowTime);
+          if (stopFollowTime > 256)
+          {
+            stopFollowTime = 256;
+            pulseFollowTime = 256 - i;
+          }
+
+          double integralFollowCharge = 0;
+          for (int j = startFollowTime; j < stopFollowTime; j++)
+          {
+            integralFollowCharge += wave.at(j);
+          }
+
           if (LAPPDThresRecoVerbosity > 1)
             cout << "inserting pulse on LAPPD ID =" << LAPPD_ID << " at time: " << peakBin * (25. / 256.) << "(" << peakBinGaus << ") with peakAmp: " << peakAmp << " from " << pulseStart << " to " << pulseStart + pulseSize << endl;
           if (useMaxTime)
@@ -491,7 +519,9 @@ vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID,
             LAPPDPulse thisPulse(LAPPD_ID, channel, peakBin * (25. / 256.), Q, peakAmp, pulseStart, pulseStart + pulseSize);
             thisPulse.SetHalfHeightTime(halfPeakBin * (25. / 256.) + halfPeak_ps * 0.001 * 25 / 25.6);
             thisPulse.SetHalfEndTime(halfEndBin * (25. / 256.) + halfEnd_ps * 0.001 * 25 / 25.6);
-            thisPulse.SetBaseline(0);
+            thisPulse.SetBaseline(baselineGet);
+            thisPulse.SetPulseFollowTime(pulseFollowTime);
+            thisPulse.SetPulseFollowCharge(integralFollowCharge);
             pulses.push_back(thisPulse);
           }
           else
@@ -499,7 +529,9 @@ vector<LAPPDPulse> LAPPDThresReco::FindPulses(vector<double> wave, int LAPPD_ID,
             LAPPDPulse thisPulse(LAPPD_ID, channel, peakBinGaus * (25. / 256.), Q, peakAmp, pulseStart, pulseStart + pulseSize);
             thisPulse.SetHalfHeightTime(halfPeakBin * (25. / 256.) + halfPeak_ps * 0.001 * 25 / 25.6);
             thisPulse.SetHalfEndTime(halfEndBin * (25. / 256.) + halfEnd_ps * 0.001 * 25 / 25.6);
-            thisPulse.SetBaseline(0);
+            thisPulse.SetBaseline(baselineGet);
+            thisPulse.SetPulseFollowTime(pulseFollowTime);
+            thisPulse.SetPulseFollowCharge(integralFollowCharge);
             pulses.push_back(thisPulse);
           }
           // tube ID: LAPPD_ID
diff --git a/UserTools/LAPPDThresReco/LAPPDThresReco.h b/UserTools/LAPPDThresReco/LAPPDThresReco.h
index 737be8105..3959302df 100644
--- a/UserTools/LAPPDThresReco/LAPPDThresReco.h
+++ b/UserTools/LAPPDThresReco/LAPPDThresReco.h
@@ -59,8 +59,12 @@ class LAPPDThresReco : public Tool
     bool savePositionOnStrip;
     int useRange; //-1 averaged peak time, 0 low, 1 high
     bool loadPrintMRDinfo;
+    double pulseFollowTimeStandard;
+    int baselineStart;
+    int baselineEnd;
     // Variables that you need in the tool
     int eventNumber;
+    double pulseFollowTime;
 
     // LAPPD tool chain, control variables (Will be shared in multiple LAPPD tools to show the state of the tool chain in each loop)
     // Variables that you get from the config file

From 9e1be5ce689def13615b0e3c162ede0a0389a5c8 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Tue, 29 Apr 2025 10:38:25 -0500
Subject: [PATCH 150/163] Update EBTriggerGrouperConfig

Bug fix for LED part 1
---
 configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig b/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig
index b00af8388..46eb0bb9d 100644
--- a/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig
+++ b/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig
@@ -12,11 +12,11 @@ CosmicTriggerMain 36
 groupLaser 0
 LaserTolerance 10000
 
-groupLED 0
-#LEDTriggerMain 31
-#LEDTolerance 10000
+groupLED 1
+LEDTriggerMain 31
+LEDTolerance 10000
 
-groupAmBe 1
+groupAmBe 0
 AmBeTolerance 10000 # 10us for testing
 AmBeTriggerMain 11
 

From 895fa6a1122c764a002c98d09f265820451eb61d Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Tue, 29 Apr 2025 17:40:19 -0500
Subject: [PATCH 151/163] Add ring counting function for BC tool chain and
 BC-MC tool chain

Put the model into RingCounting config folder, from /exp/annie/app/users/dschmid/RingCountingStore/models/
Modify configs for BeamClusterAnalysis and BeamClusterAnalysisMC
Add branches in ANNIEEventTreeMaker
Commented the verbose display in RingCounting.py
Also set verbose for cout in DigitBuilder.cpp when loading data
---
 .../ANNIEEventTreeMaker.cpp                   |  20 +++
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |   5 +
 UserTools/DigitBuilder/DigitBuilder.cpp       |   2 +-
 UserTools/RingCounting/RingCounting.py        |   2 +-
 .../ANNIEEventTreeMakerConfig                 |   3 +-
 .../BeamClusterAnalysis/CNNImageConfig        |  17 +++
 .../ChannelSPEGains2023.csv                   | 122 ++++++++++++++++++
 .../BeamClusterAnalysis/DigitBuilderConfig    |  15 +++
 .../BeamClusterAnalysis/RingCountingConfig    |  25 ++++
 configfiles/BeamClusterAnalysis/ToolsConfig   |   6 +
 .../ANNIEEventTreeMakerConfig                 |   1 +
 .../BeamClusterAnalysisMC/CNNImageConfig      |  15 +++
 .../BeamClusterAnalysisMC/DigitBuilderConfig  |  11 ++
 .../LoadGenieEventConfig                      |   2 +-
 .../BeamClusterAnalysisMC/RingCountingConfig  |  24 ++++
 configfiles/BeamClusterAnalysisMC/ToolsConfig |   7 +
 .../BeamClusterAnalysisMC/my_inputs.txt       |  40 ------
 .../RC_model_v1_0_0.model/keras_metadata.pb   |  38 ++++++
 .../RC_model_v1_0_0.model/saved_model.pb      | Bin 0 -> 482284 bytes
 .../variables/variables.data-00000-of-00001   | Bin 0 -> 12547884 bytes
 .../variables/variables.index                 | Bin 0 -> 5630 bytes
 21 files changed, 311 insertions(+), 44 deletions(-)
 create mode 100644 configfiles/BeamClusterAnalysis/CNNImageConfig
 create mode 100644 configfiles/BeamClusterAnalysis/ChannelSPEGains2023.csv
 create mode 100644 configfiles/BeamClusterAnalysis/DigitBuilderConfig
 create mode 100644 configfiles/BeamClusterAnalysis/RingCountingConfig
 create mode 100644 configfiles/BeamClusterAnalysisMC/CNNImageConfig
 create mode 100644 configfiles/BeamClusterAnalysisMC/DigitBuilderConfig
 create mode 100644 configfiles/BeamClusterAnalysisMC/RingCountingConfig
 delete mode 100644 configfiles/BeamClusterAnalysisMC/my_inputs.txt
 create mode 100644 configfiles/RingCounting/RC_model_v1_0_0.model/keras_metadata.pb
 create mode 100644 configfiles/RingCounting/RC_model_v1_0_0.model/saved_model.pb
 create mode 100644 configfiles/RingCounting/RC_model_v1_0_0.model/variables/variables.data-00000-of-00001
 create mode 100644 configfiles/RingCounting/RC_model_v1_0_0.model/variables/variables.index

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index e6d9337e4..ef65e8603 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -45,6 +45,7 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   m_variables.Get("LAPPD_PPS_fill", LAPPD_PPS_fill);
   m_variables.Get("LAPPD_Waveform_fill", LAPPD_Waveform_fill);
   m_variables.Get("LAPPD_MC_fill", LAPPD_MC_fill);
+  m_variables.Get("RingCounting_fill", RingCounting_fill);
 
   std::string output_filename = "ANNIEEventTree.root";
   m_variables.Get("OutputFile", output_filename);
@@ -444,6 +445,13 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     fANNIETree->Branch("recoVtxFOM", &fRecoVtxFOM, "recoVtxFOM/D");
     fANNIETree->Branch("recoStatus", &fRecoStatus, "recoStatus/I");
   }
+  
+  // fill ring counting info
+  if (RingCounting_fill)
+  {
+    fANNIETree->Branch("RC_singleRingP", &fRC_singleRingP, "RC_singleRingP/D");
+    fANNIETree->Branch("RC_multiRingP", &fRC_multiRingP, "RC_multiRingP/D");
+  }
 
   // Reconstructed variables from each step in Muon Reco Analysis
   // Currently output when RecoDebug_fill = 1 in config
@@ -585,6 +593,14 @@ bool ANNIEEventTreeMaker::Execute()
     got_reco = FillTankRecoInfo();
   }
 
+  if (RingCounting_fill)
+  {
+    bool got_srFlag = m_data->Stores.at("RecoEvent")->Get("RingCountingSRPrediction", fRC_singleRingP);
+    bool got_mrFlag = m_data->Stores.at("RecoEvent")->Get("RingCountingMRPrediction", fRC_multiRingP);
+    if(ANNIEEventTreeMakerVerbosity>1)
+      cout<<"Printing ring counting: got_srFlag = "<<got_srFlag<<":"<<fRC_singleRingP<<", got_mrFlag = "<<got_mrFlag <<":"<<fRC_multiRingP<<endl;
+  }
+
   if (RecoDebug_fill)
     FillRecoDebugInfo();
 
@@ -948,6 +964,10 @@ void ANNIEEventTreeMaker::ResetVariables()
   fRecoPhi = -9999;
   fRecoStatus = -9999;
 
+  // RingCounting_fill
+  fRC_singleRingP = -9999;
+  fRC_multiRingP = -9999;
+
   // RecoDebug_fill
   fSeedVtxX.clear();
   fSeedVtxY.clear();
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index ce8efa5ef..97b233bb5 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -125,6 +125,7 @@ class ANNIEEventTreeMaker : public Tool
     bool SiPMPulseInfo_fill = 0;
     bool LAPPDReco_fill = 1;
     bool BeamInfo_fill = 1;
+    bool RingCounting_fill = 0;
 
     TFile *fOutput_tfile = nullptr;
     TTree *fANNIETree = nullptr;
@@ -466,6 +467,10 @@ class ANNIEEventTreeMaker : public Tool
     double fRecoPhi;
     int fRecoStatus;
 
+    // RingCounting_fill
+    double fRC_singleRingP;
+    double fRC_multiRingP;
+
     // RecoDebug_fill
     //  **************** Full reco chain information ************* //
     //   seed vertices
diff --git a/UserTools/DigitBuilder/DigitBuilder.cpp b/UserTools/DigitBuilder/DigitBuilder.cpp
index b3a5a3e4e..4c658aecf 100644
--- a/UserTools/DigitBuilder/DigitBuilder.cpp
+++ b/UserTools/DigitBuilder/DigitBuilder.cpp
@@ -398,7 +398,7 @@ bool DigitBuilder::BuildDataPMTRecoDigit(){
         
 	if (m_all_clusters && m_all_clusters_detkey){
           int clustersize = m_all_clusters->size();
-          std::cout <<"Clustersize of m_all_clusters: "<<clustersize<<std::endl;
+          if(verbosity>1) std::cout <<"Clustersize of m_all_clusters: "<<clustersize<<std::endl;
           bool clusters_available = false;
           bool muon_available = false;
           if (clustersize != 0) clusters_available = true;
diff --git a/UserTools/RingCounting/RingCounting.py b/UserTools/RingCounting/RingCounting.py
index 032c21d04..5404b7a45 100644
--- a/UserTools/RingCounting/RingCounting.py
+++ b/UserTools/RingCounting/RingCounting.py
@@ -241,7 +241,7 @@ def predict(self):
         """
 
         self.m_log.Log(__file__ + " PREDICTING", self.v_message, self.m_verbosity)
-        self.predicted = self.model.predict(np.reshape(self.cnn_image_pmt, newshape=(-1, 10, 16, 1)))
+        self.predicted = self.model.predict(np.reshape(self.cnn_image_pmt, newshape=(-1, 10, 16, 1)), verbose=0)
 
 
 ###################
diff --git a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
index 8e84b797a..8084b3635 100644
--- a/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
+++ b/configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
@@ -23,9 +23,10 @@ RecoDebug_fill 0
 muonTruthRecoDiff_fill 0
 isData 1
 HasGenie 0
+RingCounting_fill 1
 
 LAPPDData_fill 1
 LAPPDReco_fill 1
 RWMBRF_fill 1
 LAPPD_PPS_fill 1
-LAPPD_Waveform_fill 1
+LAPPD_Waveform_fill 0
diff --git a/configfiles/BeamClusterAnalysis/CNNImageConfig b/configfiles/BeamClusterAnalysis/CNNImageConfig
new file mode 100644
index 000000000..c4048f220
--- /dev/null
+++ b/configfiles/BeamClusterAnalysis/CNNImageConfig
@@ -0,0 +1,17 @@
+# CNNImage config file
+
+verbosity 1
+DataMode Normal			#options: Normal / Charge-Weighted / TimeEvolution
+SaveMode Static 		#options: Static / Geometric / PMT-wise
+DimensionX 16			#choose something suitable (32/64/...)
+DimensionY 10			#choose something suitable (32/64/...)
+OutputFile cnnimage_electron_la_sE_1_94
+MCStaticMapping configfiles/CNNImage/mc_cnnimage_mapping.csv
+DataStaticMapping configfiles/CNNImage/data_cnnimage_mapping.csv
+DimensionLAPPD 5                #Size of the LAPPD pannal 
+IncludeTopBottom 1
+DetectorConf ANNIEp2v7		#specify the detector version used in simulation
+useLAPPDs 0
+WriteToFile 0
+
+IsData 1
diff --git a/configfiles/BeamClusterAnalysis/ChannelSPEGains2023.csv b/configfiles/BeamClusterAnalysis/ChannelSPEGains2023.csv
new file mode 100644
index 000000000..b65b82d52
--- /dev/null
+++ b/configfiles/BeamClusterAnalysis/ChannelSPEGains2023.csv
@@ -0,0 +1,122 @@
+332 0.001345
+334 0.001421
+335 0.001375
+336 0.001222
+338 0.001387
+339 0.001038
+340 0.001248
+341 0.001543
+343 0.000267
+344 0.001334
+347 0.001570
+348 0.001478
+350 0.001290
+351 0.001455
+353 0.000380
+354 0.001767
+355 0.001198
+356 0.000478
+357 0.001922
+358 0.000923
+359 0.000281
+360 0.001380
+361 0.000748
+362 0.001344
+363 0.001367
+364 0.001223
+365 0.001003
+366 0.000631
+367 0.001649
+368 0.001776
+369 0.000722
+370 0.001148
+371 0.001657
+372 0.001653
+373 0.001443
+374 0.001435
+375 0.001382
+376 0.001476
+377 0.001466
+378 0.001382
+379 0.001521
+380 0.001265
+381 0.001465
+382 0.001248
+383 0.001465
+384 0.001618
+385 0.001540
+386 0.001438
+387 0.001528
+388 0.001353
+389 0.001616
+390 0.001268
+391 0.001271
+392 0.001406
+393 0.001628
+394 0.001487
+395 0.001701
+396 0.001678
+397 0.001547
+398 0.001368
+399 0.001428
+400 0.001328
+401 0.001480
+402 0.001311
+403 0.001130
+404 0.001569
+405 0.000906
+406 0.001542
+407 0.001491
+408 0.001396
+409 0.001414
+410 0.001386
+411 0.001278
+412 0.001401
+413 0.001499
+414 0.001488
+415 0.001217
+416 0.0
+417 0.001468
+418 0.001457
+419 0.001248
+420 0.001744
+421 0.001398
+422 0.001409
+423 0.001324
+424 0.001548
+425 0.001455
+426 0.001274
+427 0.001316
+428 0.001420
+429 0.001338
+430 0.001515
+432 0.001307
+433 0.001279
+434 0.001357
+435 0.001416
+436 0.001345
+437 0.001448
+438 0.001350
+439 0.001398
+440 0.001487
+441 0.001459
+442 0.001291
+443 0.001236
+446 0.001495
+447 0.001373
+448 0.001353
+449 0.001375
+450 0.001321
+451 0.001302
+452 0.001618
+453 0.001466
+454 0.001241
+455 0.001388
+456 0.001535
+457 0.001650
+458 0.001478
+459 0.001360
+460 0.001463
+461 0.001375
+462 0.001420
+463 0.001396
diff --git a/configfiles/BeamClusterAnalysis/DigitBuilderConfig b/configfiles/BeamClusterAnalysis/DigitBuilderConfig
new file mode 100644
index 000000000..81127ff34
--- /dev/null
+++ b/configfiles/BeamClusterAnalysis/DigitBuilderConfig
@@ -0,0 +1,15 @@
+# DigitBuilder config file
+
+verbosity 0
+ParametricModel 1
+#Reading in MC files
+IsMC 0
+# There are three configurations: "PMT_only", "LAPPD_only", "All"
+PhotoDetectorConfiguration PMT_only
+#File must be in /pnfs/ space when loading on Fermilab cluster
+LAPPDIDFile ./configfiles/VertexReco/PhaseIIRecoTruth/LAPPDIDs.txt
+DigitChargeThr 0
+
+ChankeyToPMTIDMap ./configfiles/LoadWCSim/Chankey_WCSimID_v7.txt
+SinglePEGains ./configfiles/BeamClusterAnalysis/ChannelSPEGains2023.csv  
+
diff --git a/configfiles/BeamClusterAnalysis/RingCountingConfig b/configfiles/BeamClusterAnalysis/RingCountingConfig
new file mode 100644
index 000000000..4bd2ac8a6
--- /dev/null
+++ b/configfiles/BeamClusterAnalysis/RingCountingConfig
@@ -0,0 +1,25 @@
+PythonScript RingCounting
+
+InitialiseFunction Initialise
+ExecuteFunction Execute
+FinaliseFunction Finalise
+
+verbose 1
+
+# analysis specific settings
+# 
+# Define file containing (multiple) filepath(s) to be loaded
+load_from_file 0
+files_to_load configfiles/RingCounting/RC_files_to_load.txt
+# Model version -> check documentation
+version 1_0_0
+
+# Folder containing models
+#model_path /exp/annie/app/users/dschmid/RingCountingStore/models/
+model_path ./configfiles/RingCounting/
+
+# Masked PMTs (to 0) config -> check documentation
+pmt_mask november_22
+# Output file
+save_to RC_output.csv
+
diff --git a/configfiles/BeamClusterAnalysis/ToolsConfig b/configfiles/BeamClusterAnalysis/ToolsConfig
index 9b7fee419..a4441e5bb 100644
--- a/configfiles/BeamClusterAnalysis/ToolsConfig
+++ b/configfiles/BeamClusterAnalysis/ToolsConfig
@@ -6,6 +6,9 @@ myClusterFinder ClusterFinder ./configfiles/BeamClusterAnalysis/ClusterFinderCon
 myClusterClassifiers ClusterClassifiers ./configfiles/BeamClusterAnalysis/ClusterClassifiersConfig
 myEventSelector EventSelector ./configfiles/BeamClusterAnalysis/EventSelectorConfig
 
+
+myDigitBuilder DigitBuilder ./configfiles/BeamClusterAnalysis/DigitBuilderConfig
+
 LAPPDLoadStore LAPPDLoadStore configfiles/LAPPDProcessedAna/Configs
 LAPPDStoreReorder LAPPDStoreReorder configfiles/LAPPDProcessedAna/ConfigStoreReadIn
 LAPPDTimeAlignment LAPPDTimeAlignment configfiles/LAPPDProcessedAna/ConfigPreProcess
@@ -15,4 +18,7 @@ LAPPDThresReco LAPPDThresReco configfiles/LAPPDProcessedAna/ConfigPlot
 
 FitRWMWaveform FitRWMWaveform ./configfiles/BeamClusterAnalysis/FitRWMWaveformConfig
 
+myCNNImage CNNImage ./configfiles/BeamClusterAnalysis/CNNImageConfig
+myRingCounting PythonScript configfiles/BeamClusterAnalysis/RingCountingConfig
+
 ANNIEEventTreeMaker ANNIEEventTreeMaker ./configfiles/BeamClusterAnalysis/ANNIEEventTreeMakerConfig
diff --git a/configfiles/BeamClusterAnalysisMC/ANNIEEventTreeMakerConfig b/configfiles/BeamClusterAnalysisMC/ANNIEEventTreeMakerConfig
index 0be15bed6..3917232a3 100644
--- a/configfiles/BeamClusterAnalysisMC/ANNIEEventTreeMakerConfig
+++ b/configfiles/BeamClusterAnalysisMC/ANNIEEventTreeMakerConfig
@@ -10,6 +10,7 @@ TankCluster_fill 1
 cluster_TankHitInfo_fill 1
 
 TankReco_fill 0
+RingCounting_fill 1
 
 TankClusterProcessing 1
 MRDClusterProcessing 1
diff --git a/configfiles/BeamClusterAnalysisMC/CNNImageConfig b/configfiles/BeamClusterAnalysisMC/CNNImageConfig
new file mode 100644
index 000000000..e6e997fa5
--- /dev/null
+++ b/configfiles/BeamClusterAnalysisMC/CNNImageConfig
@@ -0,0 +1,15 @@
+# CNNImage config file
+
+verbosity 1
+DataMode Normal			#options: Normal / Charge-Weighted / TimeEvolution
+SaveMode Static 		#options: Static / Geometric / PMT-wise
+DimensionX 16			#choose something suitable (32/64/...)
+DimensionY 10			#choose something suitable (32/64/...)
+OutputFile cnnimage_electron_la_sE_1_94
+MCStaticMapping configfiles/CNNImage/mc_cnnimage_mapping.csv
+DataStaticMapping configfiles/CNNImage/data_cnnimage_mapping.csv
+DimensionLAPPD 5                #Size of the LAPPD pannal 
+IncludeTopBottom 1
+DetectorConf ANNIEp2v7		#specify the detector version used in simulation
+useLAPPDs 0
+WriteToFile 0
diff --git a/configfiles/BeamClusterAnalysisMC/DigitBuilderConfig b/configfiles/BeamClusterAnalysisMC/DigitBuilderConfig
new file mode 100644
index 000000000..ca0839c95
--- /dev/null
+++ b/configfiles/BeamClusterAnalysisMC/DigitBuilderConfig
@@ -0,0 +1,11 @@
+# DigitBuilder config file
+
+verbosity 0
+ParametricModel 1
+#Reading in MC files
+IsMC 1
+# There are three configurations: "PMT_only", "LAPPD_only", "All"
+PhotoDetectorConfiguration PMT_only
+#File must be in /pnfs/ space when loading on Fermilab cluster
+LAPPDIDFile ./configfiles/VertexReco/PhaseIIRecoTruth/LAPPDIDs.txt
+DigitChargeThr 0
diff --git a/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig b/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
index 23799a691..83a66a9f3 100644
--- a/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
+++ b/configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
@@ -22,4 +22,4 @@ ManualFileMatching 1           # 0 (false) - no manual matching,   1 (true) - us
 FileEvents 1000                # 1000 for James' WCSim files, 500 for Marcus' files
 
 # Number to offset the first loaded GENIE event (for usage without ManualFileMatching) - 0 by default
-EventOffset 0                  
+EventOffset 8000                  
diff --git a/configfiles/BeamClusterAnalysisMC/RingCountingConfig b/configfiles/BeamClusterAnalysisMC/RingCountingConfig
new file mode 100644
index 000000000..c7598a105
--- /dev/null
+++ b/configfiles/BeamClusterAnalysisMC/RingCountingConfig
@@ -0,0 +1,24 @@
+PythonScript RingCounting
+
+InitialiseFunction Initialise
+ExecuteFunction Execute
+FinaliseFunction Finalise
+
+verbose 1
+
+# analysis specific settings
+# 
+# Define file containing (multiple) filepath(s) to be loaded
+load_from_file 0
+files_to_load configfiles/RingCounting/RC_files_to_load.txt
+# Model version -> check documentation
+version 1_0_0
+# Folder containing models
+# model_path /exp/annie/app/users/dschmid/RingCountingStore/models/
+model_path ./configfiles/RingCounting/
+
+# Masked PMTs (to 0) config -> check documentation
+pmt_mask november_22
+# Output file
+save_to RC_output.csv
+
diff --git a/configfiles/BeamClusterAnalysisMC/ToolsConfig b/configfiles/BeamClusterAnalysisMC/ToolsConfig
index 6f40936a7..d6c7b96f4 100644
--- a/configfiles/BeamClusterAnalysisMC/ToolsConfig
+++ b/configfiles/BeamClusterAnalysisMC/ToolsConfig
@@ -4,10 +4,17 @@ myLoadWCSimLAPPD LoadWCSimLAPPD ./configfiles/BeamClusterAnalysisMC/LoadWCSimLAP
 myLoadGenieEvent LoadGenieEvent ./configfiles/BeamClusterAnalysisMC/LoadGenieEventConfig
 myMCParticleProperties MCParticleProperties ./configfiles/BeamClusterAnalysisMC/MCParticlePropertiesConfig
 myMCRecoEventLoader MCRecoEventLoader ./configfiles/BeamClusterAnalysisMC/MCRecoEventLoaderConfig
+
+myDigitBuilder DigitBuilder ./configfiles/BeamClusterAnalysisMC/DigitBuilderConfig
+
 myTimeClustering TimeClustering configfiles/BeamClusterAnalysisMC/TimeClusteringConfig
 myFindMrdTracks FindMrdTracks configfiles/BeamClusterAnalysisMC/FindMrdTracksConfig
 myClusterFinder ClusterFinder ./configfiles/BeamClusterAnalysisMC/ClusterFinderConfig
 myClusterClassifiers ClusterClassifiers ./configfiles/BeamClusterAnalysisMC/ClusterClassifiersConfig
 myEventSelector EventSelector ./configfiles/BeamClusterAnalysisMC/EventSelectorConfig
 #myPhaseIITreeMaker PhaseIITreeMaker ./configfiles/BeamClusterAnalysisMC/PhaseIITreeMakerConfig
+
+myCNNImage CNNImage ./configfiles/BeamClusterAnalysisMC/CNNImageConfig
+myRingCounting PythonScript configfiles/BeamClusterAnalysisMC/RingCountingConfig
+
 myANNIEEventTreeMaker ANNIEEventTreeMaker ./configfiles/BeamClusterAnalysisMC/ANNIEEventTreeMakerConfig
diff --git a/configfiles/BeamClusterAnalysisMC/my_inputs.txt b/configfiles/BeamClusterAnalysisMC/my_inputs.txt
deleted file mode 100644
index 974bc6755..000000000
--- a/configfiles/BeamClusterAnalysisMC/my_inputs.txt
+++ /dev/null
@@ -1,40 +0,0 @@
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p0
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p1
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p2
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p3
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p4
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p5
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p6
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p7
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p8
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p9
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p10
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p11
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p12
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p13
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p14
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p15
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p16
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p17
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p18
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p19
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p20
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p21
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p22
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p23
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p24
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p25
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p26
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p27
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p28
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p29
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p30
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p31
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p32
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p33
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p34
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p35
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p36
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p37
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p38
-/pnfs/annie/persistent/users/mnieslon/data/processed_hits_improved/R2630/ProcessedRawData_TankAndMRDAndCTC_R2630S0p39
diff --git a/configfiles/RingCounting/RC_model_v1_0_0.model/keras_metadata.pb b/configfiles/RingCounting/RC_model_v1_0_0.model/keras_metadata.pb
new file mode 100644
index 000000000..39da4b4f8
--- /dev/null
+++ b/configfiles/RingCounting/RC_model_v1_0_0.model/keras_metadata.pb
@@ -0,0 +1,38 @@
+
+¯È
root"_tf_keras_network*ŒÈ
{"name": "model_23", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "must_restore_from_config": false, "class_name": "Functional", "config": {"name": "model_23", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 10, 16, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "charge"}, "name": "charge", "inbound_nodes": []}, {"class_name": "Conv2D", "config": {"name": "conv2d_40", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_40", "inbound_nodes": [[["charge", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_50", "trainable": true, "dtype": "float32", "rate": 0.2, "noise_shape": null, "seed": null}, "name": "dropout_50", "inbound_nodes": [[["conv2d_40", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_40", "trainable": true, "dtype": "float32", "activation": {"class_name": "ReLU", "config": {"name": "re_lu_40", "trainable": true, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}}}, "name": "activation_40", "inbound_nodes": [[["dropout_50", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_30", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": 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+„
root.layer-0"_tf_keras_input_layer*Ô{"class_name": "InputLayer", "name": "charge", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 10, 16, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 10, 16, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "charge"}}2

+ô	root.layer_with_weights-0"_tf_keras_layer*½	{"name": "conv2d_40", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_40", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["charge", 0, 0, {}]]], "shared_object_id": 3, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1}}, "shared_object_id": 63}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 16, 1]}}2

+­root.layer-2"_tf_keras_layer*ƒ{"name": "dropout_50", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "dropout_50", "trainable": true, "dtype": "float32", "rate": 0.2, "noise_shape": null, "seed": null}, "inbound_nodes": [[["conv2d_40", 0, 0, {}]]], "shared_object_id": 4}2

+Èroot.layer-3"_tf_keras_layer*ž{"name": "activation_40", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_40", "trainable": true, "dtype": "float32", "activation": {"class_name": "ReLU", "config": {"name": "re_lu_40", "trainable": true, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}, "shared_object_id": 5}}, "inbound_nodes": [[["dropout_50", 0, 0, {}]]], "shared_object_id": 6}2

+ãroot.layer-4"_tf_keras_layer*¹{"name": "max_pooling2d_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_30", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_40", 0, 0, {}]]], "shared_object_id": 7, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 64}}2

+€
+root.layer_with_weights-1"_tf_keras_layer*É	{"name": "conv2d_41", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_41", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 8}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 9}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_30", 0, 0, {}]]], "shared_object_id": 10, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 65}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 8, 64]}}2

+®root.layer-6"_tf_keras_layer*„{"name": "dropout_51", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "dropout_51", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "inbound_nodes": [[["conv2d_41", 0, 0, {}]]], "shared_object_id": 11}2

+Ä	root.layer_with_weights-2"_tf_keras_layer*�	{"name": "batch_normalization_40", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_40", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 13}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["dropout_51", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 66}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 8, 128]}}2

+Ö	root.layer-8"_tf_keras_layer*¬{"name": "activation_41", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_41", "trainable": true, "dtype": "float32", "activation": {"class_name": "ReLU", "config": {"name": "re_lu_41", "trainable": true, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}, "shared_object_id": 17}}, "inbound_nodes": [[["batch_normalization_40", 0, 0, {}]]], "shared_object_id": 18}2

+ä
+root.layer-9"_tf_keras_layer*º{"name": "max_pooling2d_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_31", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_41", 0, 0, {}]]], "shared_object_id": 19, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 67}}2

+„
+root.layer_with_weights-3"_tf_keras_layer*Í	{"name": "conv2d_42", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_42", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 20}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 21}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_31", 0, 0, {}]]], "shared_object_id": 22, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 68}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 2, 4, 128]}}2

+¯
root.layer-11"_tf_keras_layer*„{"name": "dropout_52", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "dropout_52", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "inbound_nodes": [[["conv2d_42", 0, 0, {}]]], "shared_object_id": 23}2

+Ä	
root.layer_with_weights-4"_tf_keras_layer*�	{"name": "batch_normalization_41", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_41", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 24}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 25}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 26}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 27}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["dropout_52", 0, 0, {}]]], "shared_object_id": 28, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 69}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 2, 4, 256]}}2

+×
root.layer-13"_tf_keras_layer*¬{"name": "activation_42", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_42", "trainable": true, "dtype": "float32", "activation": {"class_name": "ReLU", "config": {"name": "re_lu_42", "trainable": true, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}, "shared_object_id": 29}}, "inbound_nodes": [[["batch_normalization_41", 0, 0, {}]]], "shared_object_id": 30}2

+å
root.layer-14"_tf_keras_layer*º{"name": "max_pooling2d_32", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_32", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_42", 0, 0, {}]]], "shared_object_id": 31, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 70}}2

+„
+root.layer_with_weights-5"_tf_keras_layer*Í	{"name": "conv2d_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_43", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 32}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 33}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_32", 0, 0, {}]]], "shared_object_id": 34, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 71}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 2, 256]}}2

+¯
root.layer-16"_tf_keras_layer*„{"name": "dropout_53", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "dropout_53", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "inbound_nodes": [[["conv2d_43", 0, 0, {}]]], "shared_object_id": 35}2

+Ë
root.layer-17"_tf_keras_layer* {"name": "activation_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_43", "trainable": true, "dtype": "float32", "activation": {"class_name": "ReLU", "config": {"name": "re_lu_43", "trainable": true, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}, "shared_object_id": 36}}, "inbound_nodes": [[["dropout_53", 0, 0, {}]]], "shared_object_id": 37}2

+Ì
root.layer-18"_tf_keras_layer*¡{"name": "flatten_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Flatten", "config": {"name": "flatten_10", "trainable": true, "dtype": "float32", "data_format": "channels_last"}, "inbound_nodes": [[["activation_43", 0, 0, {}]]], "shared_object_id": 38, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 1, "axes": {}}, "shared_object_id": 72}}2

+þroot.layer_with_weights-6"_tf_keras_layer*Ç{"name": "dense_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dense", "config": {"name": "dense_30", "trainable": true, "dtype": "float32", "units": 128, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 39}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 40}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["flatten_10", 0, 0, {}]]], "shared_object_id": 41, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 512}}, "shared_object_id": 73}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 512]}}2

+¼	root.layer_with_weights-7"_tf_keras_layer*…	{"name": "batch_normalization_42", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_42", "trainable": true, "dtype": "float32", "axis": [1], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 42}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 43}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 45}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["dense_30", 0, 0, {}]]], "shared_object_id": 46, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 2, "max_ndim": null, "min_ndim": null, "axes": {"1": 128}}, "shared_object_id": 74}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128]}}2

+Šroot.layer_with_weights-8"_tf_keras_layer*Ó{"name": "dense_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dense", "config": {"name": "dense_31", "trainable": true, "dtype": "float32", "units": 128, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 47}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 48}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["batch_normalization_42", 0, 0, {}]]], "shared_object_id": 49, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 128}}, "shared_object_id": 75}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128]}}2

+®
root.layer-22"_tf_keras_layer*ƒ{"name": "dropout_54", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "dropout_54", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "inbound_nodes": [[["dense_31", 0, 0, {}]]], "shared_object_id": 50}2

+¾	root.layer_with_weights-9"_tf_keras_layer*‡	{"name": "batch_normalization_43", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_43", "trainable": true, "dtype": "float32", "axis": [1], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 53}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 54}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["dropout_54", 0, 0, {}]]], "shared_object_id": 55, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 2, "max_ndim": null, "min_ndim": null, "axes": {"1": 128}}, "shared_object_id": 76}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128]}}2

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+º
Âroot.keras_api.metrics.0"_tf_keras_metric*‚
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diff --git a/configfiles/RingCounting/RC_model_v1_0_0.model/variables/variables.index b/configfiles/RingCounting/RC_model_v1_0_0.model/variables/variables.index
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zSfQD3e6UzSNMY%`So)>U)@BShq|jVEE`7?v)mvqT6q?J2OF#LyhgTd@*g#Nhpu4(8
zr!1rp+Aczij(`X8Mgvfg$c~%hou#|^!p0~F9_$hCDvOfRcM*k#FvDV?v}Yzp!tUa|
z1g^CIhIkk1&iZjGWlUBaV|6IT9dOw=p9+k*Uba06OnGKi5?k#5g)qd;2a$sixhsA9
zB^y0OqO))uf*%<Qar8{?VW6@$xyr(wYG)r*Rs(#G{VRv7tcu~=|AESCz{a^rcV$Ld
z#R!4>P$dnxx9?Dz%;$$#B#cJf`M?g4H#sd>-ca*f5}+ehXD}z<jvNX(+X7?8+Gtur
zl)+FTfIJ7G@6k1Tp%xi(rz+Iq8rGuie1A<8wCKQE+$VM{l&=Mkwb(!Xgok1b3idu%
zaP6t<JGkM_Rp_I0xb{a!kL{E>SD}xN;M$wJs=p;(2sc(TEQ)tTzv8x*+eUWLCWEpq
z(G84E=}DUajWA0=D0?4?p**#w;Z78cZ~<-NH6Uf$q>tnq;W*mBYk>XiD=#VurMUBf
zR_;Z;LwwAMdAi|-GQ`PWK&F74P4)ZpWQH;X6^<ioK<LjE=VGB2vlWE$FRaD9i{`me
z(BcZ#;;Z8CTI6fdinS;^y??W^P~OG0|B(EsH435Z#I?uY8rLj8lmf1uG1t{lDF(&)
zyN^4VaXyw-oWFjIef?@-DUquE?<5R8i#pPWeykxFA3mUac<ap7@w9fP)X(?epP#zj
z*A>fXS367CO;V5p81m`cadToPX<c4;NH@fJ=4g1HS&L66UMoJlFV?IrbF!Xt^nmAK
zy%JAp1XGVMR^WA>CE%+qh9GW@B8UlN38F$v5Y>8u7>T}klWI*w|5fNM_(uazsAAR;
gfz&6T^(J2QeV$65OdXFt8v6C>1MdCg^*NXS1!Z6&cmMzZ

literal 0
HcmV?d00001


From bb263c5377595f3fb73753c60b34080daaeb05d3 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Wed, 30 Apr 2025 09:34:38 -0500
Subject: [PATCH 152/163] Update configLAPPD.py

filename changed for LAPPD BC - .lappd.root tells the merger scripts NOT to merge the LAPPD files with the normal BC files once the jobs are complete
---
 configfiles/BeamClusterAnalysis/configLAPPD.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/BeamClusterAnalysis/configLAPPD.py b/configfiles/BeamClusterAnalysis/configLAPPD.py
index 7f9a24efe..ef92ac244 100644
--- a/configfiles/BeamClusterAnalysis/configLAPPD.py
+++ b/configfiles/BeamClusterAnalysis/configLAPPD.py
@@ -16,7 +16,7 @@
 file.write('TankCluster_fill 1\n')
 file.write('cluster_TankHitInfo_fill 1\n')
 file.write('\n')
-file.write('OutputFile BeamCluster_LAPPD_' + str(run) + '_' + str(pi) + '_' + str(pf) + '.ntuple.root\n')
+file.write('OutputFile BeamCluster_LAPPD_' + str(run) + '_' + str(pi) + '_' + str(pf) + '.lappd.root\n')
 file.write('TankClusterProcessing 1\n')
 file.write('TriggerProcessing 1\n')
 file.write('TankHitInfo_fill 1\n')

From 64fb14f58ec00498ab8a9fbedb80022fad4c9da4 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Wed, 30 Apr 2025 13:05:50 -0500
Subject: [PATCH 153/163] Change configs for LAPPDThresReco

    Using 10mV for pulse finding threshold. 10mV is still ~2PE for LAPPD 40,
    way higher than noise level (sigma~2mV) and other non-signal response.
    Also it will give many more pulses. Backgrounds still can be filtered
    out by using other variables
---
 configfiles/LAPPDProcessedAna/ConfigPlot | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/configfiles/LAPPDProcessedAna/ConfigPlot b/configfiles/LAPPDProcessedAna/ConfigPlot
index 9f5797ae5..72c8b9721 100755
--- a/configfiles/LAPPDProcessedAna/ConfigPlot
+++ b/configfiles/LAPPDProcessedAna/ConfigPlot
@@ -37,7 +37,7 @@ PlotWavLabel BLsubtractedLAPPDData
 switchBit 0
 
 outfile WaveForms_ablsub.root
-NHistos 200
+NHistos 10
 SaveSingleStrip 0
 SingleStripNo 9
 plotLow -10
@@ -68,7 +68,7 @@ colorPalette 112
 LAPPDThresRecoVerbosity 0
 verbosity 0
 printHitsTXT 0
-threshold 15
+threshold 10
 minPulseWidth 10
 #thresRecoInputWaveLabel AlignedLAPPDData
 ThresRecoInputWaveLabel BLsubtractedLAPPDData
@@ -81,7 +81,7 @@ useMaxTime 1  # 1: use max bin as pulse time, 0: use gaus fit bin as pulse peak
 signalSpeedOnStrip 0.567 #1.69982/2.99792
 triggerBoardDelay 0
 loadPrintMRDinfo 0
-useRange 0   #set this to 0 for using pulse start time as the saved pulse time, 1 for high, -1 for using peak time
+useRange 0   #For hit reco, using which time from pulse to form the hit time, set this to 0 for using pulse start time for the saved hit time, 1 for high, -1 for using peak time
 plusClockBit 0
 
 savePositionOnStrip 1
@@ -97,7 +97,7 @@ StackStripNumber 1
 StackStripSide 0
 
 #LAPPDPlotWaveForms
-NHistos 200
+NHistos 10
 SaveByChannel 0
 SaveSingleStrip 0
 SingleStripNo 1
@@ -126,7 +126,7 @@ drawLowThreshold -20
 CanvasWidth 1000
 CanvasHeight 500
 
-maxDrawEventNumber 200
+maxDrawEventNumber 100
 
 DrawBinHist 1
 printEventNumber 0

From 557e71fbee0adb1138037021f0bb0a85b1312f6b Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Wed, 30 Apr 2025 16:30:36 -0500
Subject: [PATCH 154/163] Update BFV2

Add a memory clean for BeamDataQuery map, also clean the TimeToTriggerWordMapComplete from trigger data decoder.
Now we can run BFV2 for the whole run to avoid the entry lost issue at the beginning of processing
---
 UserTools/BeamFetcherV2/BeamFetcherV2.cpp | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
index b8eca2221..ebf701591 100644
--- a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
+++ b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
@@ -244,7 +244,25 @@ bool BeamFetcherV2::FetchFromTrigger()
   }
 
   if (fDeleteCTCData)
+  {
+    uint64_t FirstTriggerTimestamp = TimeToTriggerWordMap->begin()->first;
+    const uint64_t MAX_CACHE_DURATION_MS = 1200000; // save only 20 mins of data maximum
+    uint64_t minTimestampAllowed = FirstTriggerTimestamp - MAX_CACHE_DURATION_MS;
+    if (!BeamDataQuery.empty())
+    {
+      std::map<uint64_t, std::map<std::string, BeamDataPoint>> newBeamDataQuery;
+      for (auto it = BeamDataQuery.lower_bound(minTimestampAllowed); it != BeamDataQuery.end(); ++it)
+      {
+        newBeamDataQuery.emplace(*it); 
+      }
+    }
+    BeamDataQuery.swap(newBeamDataQuery); // swap and release memory
+
     TimeToTriggerWordMap->clear();
+    std::map<uint64_t, std::vector<uint32_t>> *TimeToTriggerWordMapComplete = nullptr;
+    m_data->CStore.Get("TimeToTriggerWordMapComplete", TimeToTriggerWordMapComplete);
+    TimeToTriggerWordMapComplete->clear();
+  }
 
   return true;
 }

From 8f3025731a14aa46f3ce14d3fdf895c533a7b419 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Thu, 1 May 2025 11:37:20 -0500
Subject: [PATCH 155/163] Update BFV2

Cleaning BeamDataQuery doesn't change too much, removed
---
 UserTools/BeamFetcherV2/BeamFetcherV2.cpp | 13 -------------
 1 file changed, 13 deletions(-)

diff --git a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
index ebf701591..912d056b8 100644
--- a/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
+++ b/UserTools/BeamFetcherV2/BeamFetcherV2.cpp
@@ -245,19 +245,6 @@ bool BeamFetcherV2::FetchFromTrigger()
 
   if (fDeleteCTCData)
   {
-    uint64_t FirstTriggerTimestamp = TimeToTriggerWordMap->begin()->first;
-    const uint64_t MAX_CACHE_DURATION_MS = 1200000; // save only 20 mins of data maximum
-    uint64_t minTimestampAllowed = FirstTriggerTimestamp - MAX_CACHE_DURATION_MS;
-    if (!BeamDataQuery.empty())
-    {
-      std::map<uint64_t, std::map<std::string, BeamDataPoint>> newBeamDataQuery;
-      for (auto it = BeamDataQuery.lower_bound(minTimestampAllowed); it != BeamDataQuery.end(); ++it)
-      {
-        newBeamDataQuery.emplace(*it); 
-      }
-    }
-    BeamDataQuery.swap(newBeamDataQuery); // swap and release memory
-
     TimeToTriggerWordMap->clear();
     std::map<uint64_t, std::vector<uint32_t>> *TimeToTriggerWordMapComplete = nullptr;
     m_data->CStore.Get("TimeToTriggerWordMapComplete", TimeToTriggerWordMapComplete);

From 9d098b9ea4d870de159acff315df6221c77a0880 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Fri, 2 May 2025 07:39:35 -0500
Subject: [PATCH 156/163] Modify config creators for BC

---
 configfiles/BeamClusterAnalysis/config.py      | 3 ++-
 configfiles/BeamClusterAnalysis/configLAPPD.py | 5 ++++-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/configfiles/BeamClusterAnalysis/config.py b/configfiles/BeamClusterAnalysis/config.py
index 4db0b0871..79cdf5135 100644
--- a/configfiles/BeamClusterAnalysis/config.py
+++ b/configfiles/BeamClusterAnalysis/config.py
@@ -44,6 +44,7 @@
 file.write('muonTruthRecoDiff_fill 0\n')
 file.write('isData 1\n')
 file.write('HasGenie 0\n')
+file.write('RingCounting_fill 0\n')
 file.write('LAPPD_MC_fill 0\n')
 file.write('\n')
 
@@ -51,7 +52,7 @@
     file.write('LAPPDData_fill 1\n')
     file.write('LAPPDReco_fill 1\n')
     file.write('LAPPD_PPS_fill 1\n')
-    file.write('LAPPD_Waveform_fill 1\n')
+    file.write('LAPPD_Waveform_fill 0\n')
 else:
     file.write('LAPPDData_fill 0\n')
     file.write('LAPPDReco_fill 0\n')
diff --git a/configfiles/BeamClusterAnalysis/configLAPPD.py b/configfiles/BeamClusterAnalysis/configLAPPD.py
index ef92ac244..ac9439e3d 100644
--- a/configfiles/BeamClusterAnalysis/configLAPPD.py
+++ b/configfiles/BeamClusterAnalysis/configLAPPD.py
@@ -5,6 +5,8 @@
 pf = sys.argv[3]
 run_type = sys.argv[4]
 
+# Runs on LAPPD filtered information to produce condensed BeamCluster ntuples with only events containing LAPPDs
+
 file = open('ANNIEEventTreeMakerConfig', "w")
 
 file.write('ANNIEEventTreeMakerVerbosity 0\n')
@@ -42,13 +44,14 @@
 file.write('muonTruthRecoDiff_fill 0\n')
 file.write('isData 1\n')
 file.write('HasGenie 0\n')
+file.write('RingCounting_fill 0\n')
 file.write('LAPPD_MC_fill 0\n')
 file.write('\n')
 
 file.write('LAPPDData_fill 1\n')
 file.write('LAPPDReco_fill 1\n')
 file.write('LAPPD_PPS_fill 1\n')
-file.write('LAPPD_Waveform_fill 1\n')
+file.write('LAPPD_Waveform_fill 0\n')
 
 if run_type == 'beam' or run_type == 'beam_39':
     file.write('RWMBRF_fill 1\n')

From c60b1a2248810d47e68430582e42bb627d6ebe17 Mon Sep 17 00:00:00 2001
From: Steven Doran <78985334+S81D@users.noreply.github.com>
Date: Fri, 2 May 2025 07:40:31 -0500
Subject: [PATCH 157/163] Add creation script to populate list file

---
 configfiles/BeamFetcherV2/CreateMyList.sh | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)
 create mode 100644 configfiles/BeamFetcherV2/CreateMyList.sh

diff --git a/configfiles/BeamFetcherV2/CreateMyList.sh b/configfiles/BeamFetcherV2/CreateMyList.sh
new file mode 100644
index 000000000..4ccfef7cc
--- /dev/null
+++ b/configfiles/BeamFetcherV2/CreateMyList.sh
@@ -0,0 +1,19 @@
+if [ "$#" -ne 1 ]; then
+      echo "Usage: ./CreateMyList.sh RUN"
+      echo "Specified input variable must contain the run number"
+      exit 1
+fi
+
+RUN=$1
+DIR=/pnfs/annie/persistent/raw/raw/
+
+NUMFILES=$(ls -1q ${DIR}${RUN}/RAWDataR${RUN}* | wc -l)
+
+echo "NUMBER OF FILES IN ${DIR}${RUN}: ${NUMFILES}"
+
+rm my_files.txt
+
+for p in $(seq 0 $(($NUMFILES -1 )))
+do
+	echo "${DIR}${RUN}/RAWDataR${RUN}S0p${p}" >> my_files.txt
+done

From 6bb877c5e0233b3210c0d52e0399a90fbda97609 Mon Sep 17 00:00:00 2001
From: Andrew Mastbaum <mastbaum@physics.rutgers.edu>
Date: Thu, 12 Feb 2026 09:45:26 -0600
Subject: [PATCH 158/163] clean up a few issues from merge of fengyvoid/v1.0

---
 UserTools/EventSelector/EventSelector.cpp     | 32 -------------------
 UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h |  2 ++
 2 files changed, 2 insertions(+), 32 deletions(-)

diff --git a/UserTools/EventSelector/EventSelector.cpp b/UserTools/EventSelector/EventSelector.cpp
index b4ff9b417..89447d4d2 100644
--- a/UserTools/EventSelector/EventSelector.cpp
+++ b/UserTools/EventSelector/EventSelector.cpp
@@ -730,38 +730,6 @@ bool EventSelector::EventSelectionByPMTMRDCoinc() {
         }
       }
     }
-  } else {
-    if (m_all_clusters->size()){
-      double cluster_time;
-      for(std::pair<double,std::vector<Hit>>&& apair : *m_all_clusters){
-        std::vector<Hit>&Hits = apair.second;
-        double time_temp = 0;
-        double charge_temp = 0;
-        for (unsigned int i_hit = 0; i_hit < Hits.size(); i_hit++){
-          time_temp+=Hits.at(i_hit).GetTime();
-          int tube = Hits.at(i_hit).GetTubeId();
-          // check if PMT is present in the map before accessing it
-	  auto it = ChannelNumToTankPMTSPEChargeMap->find(tube);
-	  if (it != ChannelNumToTankPMTSPEChargeMap->end()) {
-	  	double charge_pe = Hits.at(i_hit).GetCharge() / it->second;
-	  	charge_temp += charge_pe;
-	  } else {
-	  	std::cerr << "PMT channel with hit not found in ChannelNumToTankPMTSPEChargeMap. Skipping this hit." << std::endl;
-	  	continue;
-	  }
-        }
-        if (Hits.size()>0) time_temp/=Hits.size();
-        vec_pmtclusters_charge->push_back(charge_temp);
-        vec_pmtclusters_time->push_back(time_temp);
-        if (time_temp > 2000.) continue;	//not a prompt event
-        if (charge_temp > max_charge){
-          max_charge = charge_temp;
-          prompt_cluster = true;
-          pmt_time = time_temp;
-          n_hits = int(Hits.size());
-        }
-      }
-    }
   }
 
   if (verbosity > 1) {
diff --git a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
index 8eeae2093..d4f8fad25 100644
--- a/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
+++ b/UserTools/PhaseIITreeMaker/PhaseIITreeMaker.h
@@ -486,6 +486,8 @@ class PhaseIITreeMaker: public Tool {
   bool RecoDebug_fill = 0; //Outputs results of Reconstruction at each step (best fits, FOMs, etc.)
   bool muonTruthRecoDiff_fill = 0; //Output difference in tmuonruth and reconstructed values
   bool SiPMPulseInfo_fill = 0;
+  bool Digit_fill = 0;
+  bool MuonFitter_fill = 0;
 
   // LAPPD data variables
   bool LAPPDData_fill = 0;

From ec5c5cbcb5f886449c44e6dd5a5499279915ed0b Mon Sep 17 00:00:00 2001
From: fengyvoid <67118022+fengyvoid@users.noreply.github.com>
Date: Tue, 18 Nov 2025 11:11:27 -0600
Subject: [PATCH 159/163] Increase THCURR upper limit to 178

Updated the upper limit for THCURR from 176 to 178 to accommodate earlier runs before the 2022 summer shutdown.
---
 UserTools/EBSaver/EBSaver.cpp | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/UserTools/EBSaver/EBSaver.cpp b/UserTools/EBSaver/EBSaver.cpp
index 988c8ec08..261e50d3c 100644
--- a/UserTools/EBSaver/EBSaver.cpp
+++ b/UserTools/EBSaver/EBSaver.cpp
@@ -1507,8 +1507,13 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
     ANNIEEvent->Set("beam_B_BRRMP", B_BRRMP);
 
     int beam_good = 0;
-
-    if (THCURR > 172 && THCURR < 176)
+    
+    // the upper limit is increased from 176 to 178 to include earlier runs before 2022 summer shutdown 
+    // current plot can be fround at docdb 6475, thanks to Steven Doran
+    // https://annie-docdb.fnal.gov/cgi-bin/sso/ShowDocument?docid=6475
+    // so, the beam_ok for beam cluster trees before v1.2 requires current >172 and <176. 
+    // the files processed after are using this new upper limit
+    if (THCURR > 172 && THCURR < 178)
     {
       if (E_TOR860 > 0.5 && E_TOR860 < 8 && E_TOR875 > 0.5 && E_TOR875 < 8 && (E_TOR875 - E_TOR860) / E_TOR860 < 0.05)
         beam_good = 1;
@@ -1527,4 +1532,4 @@ bool EBSaver::SaveBeamInfo(uint64_t TriggerTime)
   }
 
   return true;
-}
\ No newline at end of file
+}

From 5cc55cb4b2f21e53c9ad2117c2b89ba4fbc59c53 Mon Sep 17 00:00:00 2001
From: fengyvoid <fengyvoid@gmail.com>
Date: Tue, 21 Oct 2025 18:59:35 -0500
Subject: [PATCH 160/163] Add conversion from ACCID to Incom ID for runs before
 5887, Also add new BRF channel in PMTDataDecoder

The new Incom ID is saved in the PsecData during data taken, and this
happends after run 5887.  The information filling in ANNIEEventTreeMaker use ID from the PsecData, so
for newer runs after 5887, the Incom ID is automatically filled.

For older runs before 5887, add the conversion for LAPPD_ID.

The BRF signal is also changed to new slot, use run 5887 as the changing
point. However there were some test runs at the end of beam year 2025,
they are ignored.
---
 .../ANNIEEventTreeMaker.cpp                   | 135 +++++++++++++++++-
 .../ANNIEEventTreeMaker/ANNIEEventTreeMaker.h |  13 ++
 UserTools/PMTDataDecoder/PMTDataDecoder.cpp   |  49 +++++--
 3 files changed, 184 insertions(+), 13 deletions(-)

diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
index ef65e8603..02d37a05a 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.cpp
@@ -194,7 +194,8 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
   if (LAPPDData_fill)
   {
     fANNIETree->Branch("LAPPD_ID", &fLAPPD_ID);
-    fANNIETree->Branch("fLAPPD_Count", &fLAPPD_Count);
+    fANNIETree->Branch("LAPPD_Position", &fLAPPD_Position);
+    fANNIETree->Branch("LAPPD_Count", &fLAPPD_Count);
     fANNIETree->Branch("LAPPD_Beamgate_ns", &fLAPPD_Beamgate_ns);
     fANNIETree->Branch("LAPPD_Timestamp_ns", &fLAPPD_Timestamp_ns);
     fANNIETree->Branch("LAPPD_Beamgate_Raw", &fLAPPD_Beamgate_Raw);
@@ -216,6 +217,47 @@ bool ANNIEEventTreeMaker::Initialise(std::string configfile, DataModel &data)
     }
     fANNIETree->Branch("LAPPD_BG_switchBit0", &fLAPPD_BG_switchBit0);
     fANNIETree->Branch("LAPPD_BG_switchBit1", &fLAPPD_BG_switchBit1);
+
+    // load the ID conversion table
+    string ACCIDConfigFile = "LAPPDIDConfig.csv";
+    m_variables.Get("ACCIDConfigFile", ACCIDConfigFile);
+    idConfigRecords = LoadIDConfig(ACCIDConfigFile);
+    //print the loaded records
+    if (ANNIEEventTreeMakerVerbosity > 1)
+    {
+        // print the ACCID config records for debug
+        cout << "Loaded LAPPD ID Config Records from " << ACCIDConfigFile << ":" << endl;
+        for (const auto& record : idConfigRecords) {
+            cout << "RunNumber: " << record.RunNumber
+                 << ", ACCID: " << record.ACCID
+                 << ", ManufacturerID: " << record.ManufacturerID
+                 << ", Position: " << record.Position << endl;
+        }
+
+        int testRunNum = 4950;
+        int testACCID = 1; // example ACCID to query
+        auto result = queryNearestID(idConfigRecords, testRunNum, testACCID);
+        int nearestManuID = std::get<0>(result);
+        std::string position = std::get<1>(result);
+        cout << "Querying nearest ID for RunNumber: " << testRunNum << ", ACCID: " << testACCID << endl;
+        cout << "Nearest ManufacturerID: " << nearestManuID << ", Position: " << position << endl;
+
+        int testRunNum2 = 5000;
+        int testACCID2 = 2; // example ACCID to query
+        auto result2 = queryNearestID(idConfigRecords, testRunNum2, testACCID2);
+        int nearestManuID2 = std::get<0>(result2);
+        std::string position2 = std::get<1>(result2);
+        cout << "Querying nearest ID for RunNumber: " << testRunNum2 << ", ACCID: " << testACCID2 << endl;
+        cout << "Nearest ManufacturerID: " << nearestManuID2 << ", Position: " << position2 << endl;
+
+        int testRunNum3 = 5907;
+        int testManuID3 = 39; // example ManufacturerID to query
+        auto result3 = queryNearestACCID(idConfigRecords, testRunNum3, testManuID3);
+        int nearestACCID3 = std::get<0>(result3);
+        std::string position3 = std::get<1>(result3);
+        cout << "Querying nearest ACCID for RunNumber: " << testRunNum3 << ", ManufacturerID: " << testManuID3 << endl;
+        cout << "Nearest ACCID: " << nearestACCID3 << ", Position: " << position3 << endl;
+    }
   }
 
   // LAPPD reconstruction information
@@ -721,6 +763,7 @@ void ANNIEEventTreeMaker::ResetVariables()
   // LAPPDData_fill
   fLAPPD_Count = 0;
   fLAPPD_ID.clear();
+  fLAPPD_Position.clear();
   fLAPPD_Beamgate_ns.clear();
   fLAPPD_Timestamp_ns.clear();
   fLAPPD_Beamgate_Raw.clear();
@@ -1413,7 +1456,23 @@ void ANNIEEventTreeMaker::FillLAPPDInfo()
   {
     uint64_t key = it->first;
     PsecData psecData = it->second;
+    int LAPPD_IDInit = psecData.LAPPD_ID;
+    // now check what ID should be used
+    // the Incom ID is implemented first in run 5887, all runs before that use the ACC ID (i.e., 0,1,2) in the psecData.
+    // So for those runs, we need to map the ACC ID to Incom ID using the config.
+    // also for positions, we use string for now, to avoid confusion with int IDs, can be changed later.
+    string position;
+    auto config = queryNearestID(idConfigRecords, fRunNumber, LAPPD_IDInit);
+    position = std::get<1>(config);
+    if (LAPPD_IDInit < 20)
+    {
+      LAPPD_IDInit = std::get<0>(config);
+    }
+    if (ANNIEEventTreeMakerVerbosity > 3)
+      cout << "ANNIEEventTreeMaker: Filling LAPPD Info, Original LAPPD_ID: " << psecData.LAPPD_ID << ", Mapped LAPPD_ID: " << LAPPD_IDInit << ", Position: " << position << ", using run number: " << fRunNumber << endl;
+
     fLAPPD_ID.push_back(psecData.LAPPD_ID);
+    fLAPPD_Position.push_back(position);
     fLAPPD_Beamgate_ns.push_back(LAPPDBeamgate_ns[key]);
     fLAPPD_Timestamp_ns.push_back(LAPPDTimeStamps_ns[key]);
     fLAPPD_Beamgate_Raw.push_back(LAPPDBeamgatesRaw[key]);
@@ -2658,3 +2717,77 @@ void ANNIEEventTreeMaker::FillLAPPDMCHitInfo()
     }
   }
 }
+
+
+
+
+vector<IDConfigRecord> ANNIEEventTreeMaker::LoadIDConfig(const string& filename) {
+    vector<IDConfigRecord> data;
+    ifstream file(filename);
+    if (!file.is_open()) {
+        cerr << "ANNIEEventTreeMaker::LoadIDConfig: Can't open file: " << filename << endl;
+        return data;
+    }
+
+    string line;
+    getline(file, line); // skip header
+
+    while (getline(file, line)) {
+        if (line.empty()) continue;
+        replace(line.begin(), line.end(), '\t', ','); // support tab or comma
+        stringstream ss(line);
+        string token;
+        IDConfigRecord r;
+        getline(ss, token, ','); r.RunNumber = stoi(token);
+        getline(ss, token, ','); r.ACCID = stoi(token);
+        getline(ss, token, ','); r.ManufacturerID = stoi(token);
+        getline(ss, token, ','); r.Position = token;
+
+        data.push_back(r);
+    }
+
+    return data;
+}
+
+tuple<int, string> ANNIEEventTreeMaker::queryNearestID(const vector<IDConfigRecord>& data, int targetRun, int accid) {
+    int bestRun = -1;
+    int bestManufacturer = -1;
+    string bestPosition;
+
+    for (const auto& r : data) {
+        if (r.ACCID == accid && r.RunNumber <= targetRun) {
+            if (r.RunNumber > bestRun) { // find the nearest run not exceeding targetRun
+                bestRun = r.RunNumber;
+                bestManufacturer = r.ManufacturerID;
+                bestPosition = r.Position;
+            }
+        }
+    }
+
+    if (bestRun == -1)
+        return {-1, ""};
+    return {bestManufacturer, bestPosition};
+}
+
+
+
+tuple<int, string> ANNIEEventTreeMaker::queryNearestACCID(const vector<IDConfigRecord>& data, int targetRun, int manufacturerID) {
+    int bestRun = -1;
+    int bestACCID = -1;
+    string bestPosition;
+
+    for (const auto& r : data) {
+        if (r.ManufacturerID == manufacturerID && r.RunNumber <= targetRun) {
+            if (r.RunNumber > bestRun) { // find the nearest run not exceeding targetRun
+                bestRun = r.RunNumber;
+                bestACCID = r.ACCID;
+                bestPosition = r.Position;
+            }
+        }
+    }
+
+    if (bestRun == -1)
+        return {-1, ""};
+    return {bestACCID, bestPosition};
+}
+
diff --git a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
index 97b233bb5..a8386e13c 100644
--- a/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
+++ b/UserTools/ANNIEEventTreeMaker/ANNIEEventTreeMaker.h
@@ -34,6 +34,13 @@
  * $Date: 2024/8 $
  * Contact: yuef@iastate.edu
  */
+struct IDConfigRecord {
+    int RunNumber;
+    int ACCID;
+    int ManufacturerID;
+    string Position;
+};
+
 class ANNIEEventTreeMaker : public Tool
 {
 
@@ -78,6 +85,10 @@ class ANNIEEventTreeMaker : public Tool
     void LoadTankClusterHitsMC(std::vector<MCHit> cluster_hits, std::vector<unsigned long> cluster_detkeys);
     bool LoadTankClusterClassifiers(double cluster_time);
 
+    vector<IDConfigRecord> LoadIDConfig(const string& filename);
+    tuple<int, string> queryNearestID(const vector<IDConfigRecord>& data, int targetRun, int accid);
+    tuple<int, string> queryNearestACCID(const vector<IDConfigRecord>& data, int targetRun, int manufacturerID);
+
     void ResetVariables();
 
 private:
@@ -216,8 +227,10 @@ class ANNIEEventTreeMaker : public Tool
     std::vector<double> fSiPMNum;
 
     // LAPPDData_fill
+    vector<IDConfigRecord> idConfigRecords; // save the conversion table between RunNumber, ACCID and ManufacturerID
     int fLAPPD_Count;
     vector<int> fLAPPD_ID;
+    vector<string> fLAPPD_Position;
     vector<uint64_t> fLAPPD_Beamgate_ns;
     vector<uint64_t> fLAPPD_Timestamp_ns;
     vector<uint64_t> fLAPPD_Beamgate_Raw;
diff --git a/UserTools/PMTDataDecoder/PMTDataDecoder.cpp b/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
index 6d6d50343..0d50fcefc 100644
--- a/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
+++ b/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
@@ -331,20 +331,45 @@ bool PMTDataDecoder::Execute(){
           unsigned int uChannelID = (unsigned int)ChannelID;
 
           //in MonitorTankTime tool, it load a file about active slot and crate, if not active, don't find the waveform in it. not sure do we need it or not
-          if(saveBRFRaw){
-          if(uCrateNum == 1 && uSlotNum == 15 && ChannelID == 1)
+          
+          if(RunNumber >= 5870)
           {
-            std::vector<uint16_t> BRFWaveform = apair.second;
-            (*BRFRawWaveforms)[timestamp] = BRFWaveform;
-          }
-          }
-          if(saveRWMRaw){
-          if(uCrateNum == 1 && uSlotNum == 15 && ChannelID == 2)
-          {
-            std::vector<uint16_t> RWMWaveform = apair.second;
-            (*RWMRawWaveforms)[timestamp] = RWMWaveform;
-          }
+            // BRF is at crate 1, slot 2 , channel 1 after run 5870 (first run for beamyear 2025-2026)
+            if(saveBRFRaw){
+            if(uCrateNum == 1 && uSlotNum == 2 && ChannelID == 1)
+            {
+              std::vector<uint16_t> BRFWaveform = apair.second;
+              (*BRFRawWaveforms)[timestamp] = BRFWaveform;
+            }
+            }
+            
+            if(saveRWMRaw){
+            if(uCrateNum == 1 && uSlotNum == 15 && ChannelID == 2)
+            {
+              std::vector<uint16_t> RWMWaveform = apair.second;
+              (*RWMRawWaveforms)[timestamp] = RWMWaveform;
+            }
+            }
+          }else{
+            // BRF is at crate 1, slot 15 , channel 1 after run 5870 (first run for beamyear 2025-2026)
+          if(saveBRFRaw){
+            if(uCrateNum == 1 && uSlotNum == 15 && ChannelID == 1)
+            {
+              std::vector<uint16_t> BRFWaveform = apair.second;
+              (*BRFRawWaveforms)[timestamp] = BRFWaveform;
+            }
+            }
+
+            if(saveRWMRaw){
+            if(uCrateNum == 1 && uSlotNum == 15 && ChannelID == 2)
+            {
+              std::vector<uint16_t> RWMWaveform = apair.second;
+              (*RWMRawWaveforms)[timestamp] = RWMWaveform;
+            }
+            }
           }
+
+
         }
       }
     }

From 28e9c789151234b1cd73f8b7c2ae455adbab3d24 Mon Sep 17 00:00:00 2001
From: fengyvoid <67118022+fengyvoid@users.noreply.github.com>
Date: Tue, 21 Oct 2025 22:22:21 -0500
Subject: [PATCH 161/163] Clarify BRF data collection timeline in comments

Added comments to clarify timeline of BRF data collection after run 5870.
---
 UserTools/PMTDataDecoder/PMTDataDecoder.cpp | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/UserTools/PMTDataDecoder/PMTDataDecoder.cpp b/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
index 0d50fcefc..9408a84a5 100644
--- a/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
+++ b/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
@@ -335,7 +335,11 @@ bool PMTDataDecoder::Execute(){
           if(RunNumber >= 5870)
           {
             // BRF is at crate 1, slot 2 , channel 1 after run 5870 (first run for beamyear 2025-2026)
-            if(saveBRFRaw){
+            // the timeline is:
+            // around 5870 we started taking beam runs to check DAQ was ok. no BNB
+            // run 5887 LAPPD IDs were changed. no BNB
+            // run 5896 BNB returns
+			if(saveBRFRaw){
             if(uCrateNum == 1 && uSlotNum == 2 && ChannelID == 1)
             {
               std::vector<uint16_t> BRFWaveform = apair.second;

From 1c428b2443f9a802b0dd0cd8b3cac9c8c4af8495 Mon Sep 17 00:00:00 2001
From: fengyvoid <67118022+fengyvoid@users.noreply.github.com>
Date: Fri, 24 Oct 2025 14:50:01 -0500
Subject: [PATCH 162/163] Update channel numbers for BRF and RWM raw data
 saving

---
 UserTools/PMTDataDecoder/PMTDataDecoder.cpp | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/UserTools/PMTDataDecoder/PMTDataDecoder.cpp b/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
index 9408a84a5..d6c1082da 100644
--- a/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
+++ b/UserTools/PMTDataDecoder/PMTDataDecoder.cpp
@@ -339,8 +339,10 @@ bool PMTDataDecoder::Execute(){
             // around 5870 we started taking beam runs to check DAQ was ok. no BNB
             // run 5887 LAPPD IDs were changed. no BNB
             // run 5896 BNB returns
+			// BRF is moved back to crate 1, slot 15, channel 1 and tested working since run 5914, by swapping the Level Translator
+			// The BRF (create 1, slot 15, channel 1), RWM (crate 1, slot 15, channel 3) and BES (crate 1, slot 3, channel 1)
 			if(saveBRFRaw){
-            if(uCrateNum == 1 && uSlotNum == 2 && ChannelID == 1)
+            if(uCrateNum == 1 && uSlotNum == 15 && ChannelID == 1)
             {
               std::vector<uint16_t> BRFWaveform = apair.second;
               (*BRFRawWaveforms)[timestamp] = BRFWaveform;
@@ -348,7 +350,7 @@ bool PMTDataDecoder::Execute(){
             }
             
             if(saveRWMRaw){
-            if(uCrateNum == 1 && uSlotNum == 15 && ChannelID == 2)
+            if(uCrateNum == 1 && uSlotNum == 15 && ChannelID == 3)
             {
               std::vector<uint16_t> RWMWaveform = apair.second;
               (*RWMRawWaveforms)[timestamp] = RWMWaveform;

From 3e14c3a6036a26d97cb6e41ea3da3827db23bbdb Mon Sep 17 00:00:00 2001
From: marc1uk <15327579+marc1uk@users.noreply.github.com>
Date: Mon, 23 Feb 2026 05:16:58 +0000
Subject: [PATCH 163/163] Update EBTriggerGrouperConfig

no-op change to trigger CI rebuild
---
 configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig b/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig
index 46eb0bb9d..11dbb7506 100644
--- a/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig
+++ b/configfiles/EventBuilderV2_LED/EBTriggerGrouperConfig
@@ -1,7 +1,7 @@
 verbosityEBTG 0
 GroupMode beam
 GroupTolerance 3000000
-GroupTrigWord 14 //undelayed beam
+GroupTrigWord 14  # undelayed beam
 
 groupBeam 0
 BeamTolerance 25000000