From b82cd63ea0804ae922bb3f3497d34098414a9253 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Tue, 12 Nov 2013 09:23:09 +0200
Subject: [PATCH 001/420] Change CRCHOLD to NETHOLD in paper_crc_thread

This makes the hold-off mechanism the same for both paper_crc_thread and
paper_net_thread.
---
 src/paper_crc_thread.c | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/paper_crc_thread.c b/src/paper_crc_thread.c
index bfaff46d..f58f06fe 100644
--- a/src/paper_crc_thread.c
+++ b/src/paper_crc_thread.c
@@ -78,18 +78,18 @@ static void *run(hashpipe_thread_args_t * args)
 
     // Force ourself into the hold off state
     hashpipe_status_lock_safe(&st);
-    hputi4(st.buf, "CRCHOLD", 1);
+    hputi4(st.buf, "NETHOLD", 1);
     hashpipe_status_unlock_safe(&st);
 
     while(holdoff) {
 	// We're not in any hurry to startup
 	sleep(1);
 	hashpipe_status_lock_safe(&st);
-	// Look for CRCHOLD value
-	hgeti4(st.buf, "CRCHOLD", &holdoff);
+	// Look for NETHOLD value
+	hgeti4(st.buf, "NETHOLD", &holdoff);
 	if(!holdoff) {
 	    // Done holding, so delete the key
-	    hdel(st.buf, "CRCHOLD");
+	    hdel(st.buf, "NETHOLD");
 	}
 	hashpipe_status_unlock_safe(&st);
     }

From 0a28c448435658d37a3aeefb70ec5839dd0739dc Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Tue, 12 Nov 2013 11:21:49 +0200
Subject: [PATCH 002/420] Add xtor_up.sh and xtor_down.sh scripts

---
 src/Makefile.am  |   4 +-
 src/xtor_down.sh |  96 +++++++++++++++++++++++++++++++++++
 src/xtor_up.sh   | 129 +++++++++++++++++++++++++++++++++++++++++++++++
 3 files changed, 228 insertions(+), 1 deletion(-)
 create mode 100755 src/xtor_down.sh
 create mode 100755 src/xtor_up.sh

diff --git a/src/Makefile.am b/src/Makefile.am
index 294b3399..e8a5a603 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -33,7 +33,9 @@ paper_gpu_la_LDFLAGS += -L"@HASHPIPE_LIBDIR@" -Wl,-rpath,"@HASHPIPE_LIBDIR@"
 # Installed scripts
 dist_bin_SCRIPTS = paper_init.sh \
 		   paper_crc_init.sh \
-		   xeng_init.sh
+		   xeng_init.sh \
+		   xtor_down.sh \
+		   xtor_up.sh
 
 # Non-installed test programs
 noinst_PROGRAMS = paper_fluff_test
diff --git a/src/xtor_down.sh b/src/xtor_down.sh
new file mode 100755
index 00000000..71fb2ec5
--- /dev/null
+++ b/src/xtor_down.sh
@@ -0,0 +1,96 @@
+#!/bin/bash
+
+# Script to totally take down the paper correlator X engines.
+#
+# Usage: xtor_down.sh [SLICES]
+#
+# SLICES is optional.  It is a list of numbers corresponding to pxN hosts.  If
+# not given, it defaults to {1..8}, i.e. all pxN hosts for PSA256.
+#
+# Examples:
+#
+#   # Shutdown px1..px8
+#   $ xtor_down.sh
+#
+#   # Shutdown px3 only
+#   $ xtor_down.sh 3
+#
+#   # Shutdown px1, px2, and px3 only
+#   $ xtor_down.sh 1 2 3
+
+# Name of PAPER server
+PAPER=paper1
+
+# Make sure we are on the PAPER server
+hostname=`hostname -s`
+if [ $hostname != $PAPER ]
+then
+  echo "This script must be run on the PAPER server (i.e. ${PAPER}), not ${hostname}"
+  exit 1
+fi
+
+# If no parameters are given (the normal case), use slices {1..8}
+if [ $# -eq 0 ]
+then
+  set {1..8}
+fi
+
+# Stop taking data
+echo -n "stopping cn_rx.py"
+pkill -INT cn_rx.py
+
+# Wait upto 20 seconds for data taking to stop
+timeout=20
+while [ $timeout -gt 0 ] && pgrep cn_rx.py > /dev/null
+do
+  echo -n .
+  timeout=$((timeout-1))
+  sleep 1
+done
+echo
+
+if [ $timeout -eq 0 ]
+then
+  echo 'timeout!'
+fi
+
+if pgrep cn_rx.py > /dev/null
+then
+  echo 'cn_rx.py still running!'
+fi
+
+# Just to be sure
+echo "killing cn_rx.py (just to be sure)"
+pkill    cn_rx.py
+pkill -9 cn_rx.py
+
+# Stop integrations
+echo "stopping integrations"
+paper_ctl.rb stop
+
+# Stop hashpipe-redis gateways
+echo "stopping hashpipe-redis gateways"
+redis-cli -h redishost publish hashpipe:///gateway quit
+
+# Just to be sure
+echo "killing any remaining hashpipe-redis gateways"
+for x; do ssh px$x pkill    -f hashpipe_redis_gateway.rb; done
+for x; do ssh px$x pkill -9 -f hashpipe_redis_gateway.rb; done
+
+# Stop hashpipe instances
+echo "killing hashpipe instances"
+for x; do ssh px$x pkill    hashpipe; done
+for x; do ssh px$x pkill -9 hashpipe; done
+
+# Delete shared memory and semaphores
+echo "deleting shared memory and semaphores"
+for x; do
+  for i in {0..3}; do
+    ssh px$x hashpipe_clean_shmem -d -I $i > /dev/null
+  done
+done
+
+# Just to be sure
+echo "nuking any remaining shared memory and semaphores"
+for x; do ssh px$x 'ipcs -m | awk "/0x/{print \"ipcrm -m\", \$2}" | sh'; done
+for x; do ssh px$x 'ipcs -s | awk "/0x/{print \"ipcrm -s\", \$2}" | sh'; done
diff --git a/src/xtor_up.sh b/src/xtor_up.sh
new file mode 100755
index 00000000..0a49dabc
--- /dev/null
+++ b/src/xtor_up.sh
@@ -0,0 +1,129 @@
+#!/bin/bash
+
+# Script to bring up the PAPER correlator.  Assumes that correlator is
+# completely down (e.g. after power up or after running xtor_down.sh).
+
+# Usage: xtor_up.sh [-f [-m MODE]] [-x|-c] [SLICES]
+
+# Passing the "-f" option brings up the F engines.
+# Passing the "-x" option brings up the X engines.
+# Passing the "-c" option brings up the CRC check engines.
+# Passing both -x and -c is not allowed.
+#
+# Passing -m MODE allows setting the corner turner mode of the F engines.
+#
+# MODE=0 == 8-way correlator (8 ROACH2s + 8 X Boxes)
+# MODE=1 == 4-way correlator (4 ROACH2s + 4 X Boxes)
+# MODE=2 == 2-way correlator (2 ROACH2s + 4 X Boxes)
+# MODE=3 == 1-way correlator (1 ROACH2  + 1 X Boxes)
+#
+# Examples:
+#
+#   # Bring up the PAPER correlator
+#   $ xtor_up.sh
+#
+#   # Bring up slice 1 F engine only (pf1) with corner tuner mode 3
+#   $ xtor_up.sh -f -m 3 1
+#
+#   # Bring up slices 1..4 CRC check engines only (px1..px4)
+#   $ xtor_up.sh -c 1..4
+
+do_f=
+do_x=
+do_c=
+paper_init=paper_init.sh
+xc=X
+ctmode=0
+
+while getopts :fxcm: opt
+do
+  case $opt in
+    f)
+      do_f=1
+      ;;
+    m)
+      ctmode=$OPTARG
+      ;;
+    x)
+      do_x=1
+      ;;
+    c)
+      do_c=1
+      paper_init=paper_crc_init.sh
+      xc=C
+      ;;
+    ?)
+      echo Invalid option: -$OPTARG
+      echo usage: `basename $0` [-f] [-x] [-c] [SLICES]
+      exit
+      ;;
+  esac
+done
+shift $((OPTIND-1))
+
+# If both x and c were given, error out
+if [ -n "${do_x}" -a -n "${do_c}" ]
+then
+  echo "error: cannot give both x and c options"
+  exit 1
+# Else, if neither f nor x nor c given, assume f and x
+elif [ -z "${do_f}${do_x}${do_c}" ]
+then
+  do_f=1
+  do_x=1
+fi
+
+# If no slices were given, do slices 1..8
+if [ $# -eq 0 ]
+then
+  set {1..8}
+fi
+
+fhosts=$(echo "$@" | sed 's/^/pf/;s/ / pf/g')
+xhosts=$(echo "$@" | sed 's/^/px/;s/ / px/g')
+
+#echo do_f=${do_f}
+#echo mode=${ctmode}
+#echo do_x=${do_x}
+#echo do_c=${do_c}
+#echo "slices: ${@}"
+#echo "fhosts: ${fhosts}"
+#echo "xhosts: ${xhosts}"
+#exit
+
+if [ -n "$do_f" ]
+then
+  # Program ROACH2 FPGAs with roach2_fengine design
+  echo Programming F Engines $fhosts
+  for f in $fhosts; do adc16_init.rb $f roach2_fengine; done
+
+  # Initialize F engines
+  echo Initializing F Engines $fhosts
+  paper_feng_init.rb -m $ctmode $fhosts
+fi
+
+if [ -n "$do_x" -o "$do_c" ]
+then
+  # Start X engines
+  echo Starting $xc Engine instances on $xhosts
+  for x in $xhosts
+  do
+    ssh $x ${paper_init} 0 1 2 3 &
+  done
+
+  wait
+
+  # Start hashpipe-redis gateways
+  echo Starting hashpipe-redis gateways on $xhosts
+  for x in $xhosts
+  do
+    ssh $x hashpipe_redis_gateway.rb -g $x
+  done
+
+  # Let the gateways come up
+  sleep 1
+
+  # Turn off HOLD flag on all instances
+  echo Enabling all X Engine network threads
+  redis-cli -h redishost publish hashpipe:///set NETHOLD=0
+fi

From c5c8b0ca614c164fe9ae9e72bc24b98a6b33e583 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Tue, 12 Nov 2013 11:40:45 +0200
Subject: [PATCH 003/420] Provide -h and --help options for xtor scripts

---
 src/xtor_down.sh | 64 +++++++++++++++++++++++++++++-----------
 src/xtor_up.sh   | 76 +++++++++++++++++++++++++++++-------------------
 2 files changed, 93 insertions(+), 47 deletions(-)

diff --git a/src/xtor_down.sh b/src/xtor_down.sh
index 71fb2ec5..00d0dc87 100755
--- a/src/xtor_down.sh
+++ b/src/xtor_down.sh
@@ -1,22 +1,52 @@
 #!/bin/bash
 
-# Script to totally take down the paper correlator X engines.
-#
-# Usage: xtor_down.sh [SLICES]
-#
-# SLICES is optional.  It is a list of numbers corresponding to pxN hosts.  If
-# not given, it defaults to {1..8}, i.e. all pxN hosts for PSA256.
-#
-# Examples:
-#
-#   # Shutdown px1..px8
-#   $ xtor_down.sh
-#
-#   # Shutdown px3 only
-#   $ xtor_down.sh 3
-#
-#   # Shutdown px1, px2, and px3 only
-#   $ xtor_down.sh 1 2 3
+show_help_and_exit() {
+cat <<.
+Script to totally take down the paper correlator X engines.
+
+Usage: xtor_down.sh [-h] [SLICES]
+
+The -h option shows this help message.
+
+SLICES is optional.  It is a list of numbers corresponding to pxN hosts.  If
+not given, it defaults to {1..8}, i.e. all pxN hosts for PSA256.
+
+Examples:
+
+  # Shutdown px1..px8
+  $ xtor_down.sh
+
+  # Shutdown px3 only
+  $ xtor_down.sh 3
+
+  # Shutdown px1, px2, and px3 only
+  $ xtor_down.sh 1 2 3
+.
+exit $1
+}
+
+while getopts :h-: opt
+do
+  case $opt in
+    h)
+      show_help_and_exit 0
+      ;;
+    -)
+      if [ $OPTARG == 'help' ]
+      then
+        show_help_and_exit 0
+      else
+        echo Invalid option: --$OPTARG
+        show_help_and_exit 1
+      fi
+      ;;
+    ?)
+      echo Invalid option: -$OPTARG
+      show_help_and_exit 1
+      ;;
+  esac
+done
+shift $((OPTIND-1))
 
 # Name of PAPER server
 PAPER=paper1
diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index 0a49dabc..24999062 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -1,32 +1,37 @@
 #!/bin/bash
 
-# Script to bring up the PAPER correlator.  Assumes that correlator is
-# completely down (e.g. after power up or after running xtor_down.sh).
-
-# Usage: xtor_up.sh [-f [-m MODE]] [-x|-c] [SLICES]
-
-# Passing the "-f" option brings up the F engines.
-# Passing the "-x" option brings up the X engines.
-# Passing the "-c" option brings up the CRC check engines.
-# Passing both -x and -c is not allowed.
-#
-# Passing -m MODE allows setting the corner turner mode of the F engines.
-#
-# MODE=0 == 8-way correlator (8 ROACH2s + 8 X Boxes)
-# MODE=1 == 4-way correlator (4 ROACH2s + 4 X Boxes)
-# MODE=2 == 2-way correlator (2 ROACH2s + 4 X Boxes)
-# MODE=3 == 1-way correlator (1 ROACH2  + 1 X Boxes)
-#
-# Examples:
-#
-#   # Bring up the PAPER correlator
-#   $ xtor_up.sh
-#
-#   # Bring up slice 1 F engine only (pf1) with corner tuner mode 3
-#   $ xtor_up.sh -f -m 3 1
-#
-#   # Bring up slices 1..4 CRC check engines only (px1..px4)
-#   $ xtor_up.sh -c 1..4
+show_help_and_exit() {
+cat <<.
+Script to bring up the PAPER correlator.  Assumes that correlator is
+completely down (e.g. after power up or after running xtor_down.sh).
+
+Usage: xtor_up.sh [-f [-m MODE]] [-x|-c] [SLICES]
+
+Passing the "-f" option brings up the F engines.
+Passing the "-x" option brings up the X engines.
+Passing the "-c" option brings up the CRC check engines.
+Passing both -x and -c is not allowed.
+
+Passing -m MODE allows setting the corner turner mode of the F engines.
+
+MODE=0 == 8-way correlator (8 ROACH2s + 8 X Boxes)
+MODE=1 == 4-way correlator (4 ROACH2s + 4 X Boxes)
+MODE=2 == 2-way correlator (2 ROACH2s + 4 X Boxes)
+MODE=3 == 1-way correlator (1 ROACH2  + 1 X Boxes)
+
+Examples:
+
+  # Bring up the PAPER correlator
+  $ xtor_up.sh
+
+  # Bring up slice 1 F engine only (pf1) with corner tuner mode 3
+  $ xtor_up.sh -f -m 3 1
+
+  # Bring up slices 1..4 CRC check engines only (px1..px4)
+  $ xtor_up.sh -c 1..4
+.
+exit $1
+}
 
 do_f=
 do_x=
@@ -35,7 +40,7 @@ paper_init=paper_init.sh
 xc=X
 ctmode=0
 
-while getopts :fxcm: opt
+while getopts :fxcm:h-: opt
 do
   case $opt in
     f)
@@ -52,10 +57,21 @@ do
       paper_init=paper_crc_init.sh
       xc=C
       ;;
+    h)
+      show_help_and_exit 0
+      ;;
+    -)
+      if [ $OPTARG == 'help' ]
+      then
+        show_help_and_exit 0
+      else
+        echo Invalid option: --$OPTARG
+        show_help_and_exit 1
+      fi
+      ;;
     ?)
       echo Invalid option: -$OPTARG
-      echo usage: `basename $0` [-f] [-x] [-c] [SLICES]
-      exit
+      show_help_and_exit 1
       ;;
   esac
 done

From 078054c714e7fbe104c2c41dc29f0e16d23595ad Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Sat, 16 Nov 2013 18:17:44 +0200
Subject: [PATCH 004/420] Set digital gain of 4 in xtor_up.sh

I think we might need to have individual gain settings for all the
input channels...
---
 src/xtor_up.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index 24999062..c3616909 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -111,7 +111,7 @@ if [ -n "$do_f" ]
 then
   # Program ROACH2 FPGAs with roach2_fengine design
   echo Programming F Engines $fhosts
-  for f in $fhosts; do adc16_init.rb $f roach2_fengine; done
+  for f in $fhosts; do adc16_init.rb -r 0x2a=0x4444 $f roach2_fengine; done
 
   # Initialize F engines
   echo Initializing F Engines $fhosts

From e16ebc7fb0bd5fa052f27001066283949e01b38d Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Mon, 18 Nov 2013 10:05:51 +0200
Subject: [PATCH 005/420] Remove obsolete xeng_init.sh script

It has been superseded by xtor_up.sh.
---
 src/Makefile.am  |  1 -
 src/xeng_init.sh | 42 ------------------------------------------
 2 files changed, 43 deletions(-)
 delete mode 100755 src/xeng_init.sh

diff --git a/src/Makefile.am b/src/Makefile.am
index e8a5a603..ce17f3cc 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -33,7 +33,6 @@ paper_gpu_la_LDFLAGS += -L"@HASHPIPE_LIBDIR@" -Wl,-rpath,"@HASHPIPE_LIBDIR@"
 # Installed scripts
 dist_bin_SCRIPTS = paper_init.sh \
 		   paper_crc_init.sh \
-		   xeng_init.sh \
 		   xtor_down.sh \
 		   xtor_up.sh
 
diff --git a/src/xeng_init.sh b/src/xeng_init.sh
deleted file mode 100755
index 79bcb2af..00000000
--- a/src/xeng_init.sh
+++ /dev/null
@@ -1,42 +0,0 @@
-#!/bin/bash
-
-# xeng_init.sh - Initialize X engines
-
-xeng_hosts=$(echo px{1..8})
-instances="0 1"
-
-paper_init=/usr/local/bin/paper_init.sh
-hpr_gateway=/usr/local/bin/hashpipe_redis_gateway.rb
-cudarc=/usr/local/cuda/cuda.sh
-
-function start() {
-  for x in $xeng_hosts
-  do
-    echo "Starting X engines on ${x}"
-    ssh obs@$x "
-      source $cudarc;
-      $paper_init ${instances} </dev/null >/dev/null 2>&1;
-      $hpr_gateway -g ${x} </dev/null >/dev/null 2>&1 &
-    "
-  done
-  sleep 1
-  echo 'Clearing MISSEDPK counters'
-  redis-cli -h redishost publish hashpipe:///set MISSEDPK=0 > /dev/null
-}
-
-function stop() {
-  for x in $xeng_hosts
-  do
-    echo "${2:-Stopping} X engines on ${x}"
-    ssh obs@$x "
-      pkill $1 hashpipe
-      pkill $1 -f hashpipe_redis_gateway.rb
-    "
-  done
-}
-
-case ${1} in
-  start|stop) ${1};;
-  kill) stop -9 Killing;;
-  *) echo "$(basename $0) {start|stop|kill}"
-esac

From c8d73d7bab0af29374b1ef5186c17edf9ecf2296 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Mon, 18 Nov 2013 11:49:12 +0200
Subject: [PATCH 006/420] Start two gateways per X host (one per NUMA node)

Also start them via taskset so they are locked to the "OS" core, i.e.
core 0 or core 6 (ncores/2).
---
 src/xtor_up.sh | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index c3616909..cd335450 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -133,7 +133,12 @@ then
   echo Starting hashpipe-redis gateways on $xhosts
   for x in $xhosts
   do
-    ssh $x hashpipe_redis_gateway.rb -g $x
+    # Start two gateways on each host: one gateway per NUMA node, two instances
+    # per gateway.  The gateways run on the OS core (0 or 6)
+    ssh $x "
+      taskset 0x0001 hashpipe_redis_gateway.rb -g $x -i 0,1;
+      taskset 0x0040 hashpipe_redis_gateway.rb -g $x -i 2,3
+    "
   done
 
   # Let the gateways come up

From 8e66a32daeb22f601c84fee838eb57b4e4b1b099 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Mon, 18 Nov 2013 11:50:47 +0200
Subject: [PATCH 007/420] Track min/max stats about net thread times

---
 src/paper_net_thread.c | 72 ++++++++++++++++++++++++++++++++++++------
 1 file changed, 63 insertions(+), 9 deletions(-)

diff --git a/src/paper_net_thread.c b/src/paper_net_thread.c
index 1b6a45bd..471fdd17 100644
--- a/src/paper_net_thread.c
+++ b/src/paper_net_thread.c
@@ -23,6 +23,14 @@
 
 #define DEBUG_NET
 
+#ifndef MIN
+#define MIN(a,b) ((a) < (b) ? (a) : (b))
+#endif
+
+#ifndef MAX
+#define MAX(a,b) ((a) > (b) ? (a) : (b))
+#endif
+
 typedef struct {
     uint64_t mcnt;
     int      fid;	// Fengine ID
@@ -473,12 +481,22 @@ static void *run(hashpipe_thread_args_t * args)
 
     /* Main loop */
     uint64_t packet_count = 0;
-    uint64_t elapsed_wait_ns = 0;
-    uint64_t elapsed_recv_ns = 0;
-    uint64_t elapsed_proc_ns = 0;
-    float ns_per_wait = 0.0;
-    float ns_per_recv = 0.0;
-    float ns_per_proc = 0.0;
+    uint64_t wait_ns = 0; // ns for most recent wait
+    uint64_t recv_ns = 0; // ns for most recent recv
+    uint64_t proc_ns = 0; // ns for most recent proc
+    uint64_t min_wait_ns = 99999; // min ns per single wait
+    uint64_t min_recv_ns = 99999; // min ns per single recv
+    uint64_t min_proc_ns = 99999; // min ns per single proc
+    uint64_t max_wait_ns = 0;     // max ns per single wait
+    uint64_t max_recv_ns = 0;     // max ns per single recv
+    uint64_t max_proc_ns = 0;     // max ns per single proc
+    uint64_t elapsed_wait_ns = 0; // cumulative wait time per block
+    uint64_t elapsed_recv_ns = 0; // cumulative recv time per block
+    uint64_t elapsed_proc_ns = 0; // cumulative proc time per block
+    uint64_t status_ns = 0; // User to fetch ns values from status buffer
+    float ns_per_wait = 0.0; // Average ns per wait over 1 block
+    float ns_per_recv = 0.0; // Average ns per recv over 1 block
+    float ns_per_proc = 0.0; // Average ns per proc over 1 block
     struct timespec start, stop;
     struct timespec recv_start, recv_stop;
 
@@ -522,16 +540,28 @@ static void *run(hashpipe_thread_args_t * args)
         const uint64_t mcnt = write_paper_packet_to_blocks((paper_input_databuf_t *)db, &p);
 
 	clock_gettime(CLOCK_MONOTONIC, &stop);
-	elapsed_wait_ns += ELAPSED_NS(recv_start, start);
-	elapsed_recv_ns += ELAPSED_NS(start, recv_stop);
-	elapsed_proc_ns += ELAPSED_NS(recv_stop, stop);
+	wait_ns = ELAPSED_NS(recv_start, start);
+	recv_ns = ELAPSED_NS(start, recv_stop);
+	proc_ns = ELAPSED_NS(recv_stop, stop);
+	elapsed_wait_ns += wait_ns;
+	elapsed_recv_ns += recv_ns;
+	elapsed_proc_ns += proc_ns;
+	// Update min max values
+	min_wait_ns = MIN(wait_ns, min_wait_ns);
+	min_recv_ns = MIN(recv_ns, min_recv_ns);
+	min_proc_ns = MIN(proc_ns, min_proc_ns);
+	max_wait_ns = MAX(wait_ns, max_wait_ns);
+	max_recv_ns = MAX(recv_ns, max_recv_ns);
+	max_proc_ns = MAX(proc_ns, max_proc_ns);
 
         if(mcnt != -1) {
             // Update status
             ns_per_wait = (float)elapsed_wait_ns / packet_count;
             ns_per_recv = (float)elapsed_recv_ns / packet_count;
             ns_per_proc = (float)elapsed_proc_ns / packet_count;
+
             hashpipe_status_lock_busywait_safe(&st);
+
             hputu8(st.buf, "NETMCNT", mcnt);
 	    // Gbps = bits_per_packet / ns_per_packet
 	    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
@@ -539,7 +569,31 @@ static void *run(hashpipe_thread_args_t * args)
             hputr4(st.buf, "NETWATNS", ns_per_wait);
             hputr4(st.buf, "NETRECNS", ns_per_recv);
             hputr4(st.buf, "NETPRCNS", ns_per_proc);
+
+	    // Get and put min and max values.  The "get-then-put" allows the
+	    // user to reset the min max values in the status buffer.
+	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+	    min_wait_ns = MIN(min_wait_ns, status_ns);
+            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+	    min_wait_ns = MIN(min_recv_ns, status_ns);
+            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+	    min_wait_ns = MIN(min_proc_ns, status_ns);
+            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+	    max_wait_ns = MAX(max_wait_ns, status_ns);
+            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+	    max_wait_ns = MAX(max_recv_ns, status_ns);
+            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+	    max_wait_ns = MAX(max_proc_ns, status_ns);
+
+            hputi8(st.buf, "NETWATMN", min_wait_ns);
+            hputi8(st.buf, "NETRECMN", min_recv_ns);
+            hputi8(st.buf, "NETPRCMN", min_proc_ns);
+            hputi8(st.buf, "NETWATMX", max_wait_ns);
+            hputi8(st.buf, "NETRECMX", max_recv_ns);
+            hputi8(st.buf, "NETPRCMX", max_proc_ns);
+
             hashpipe_status_unlock_safe(&st);
+
 	    // Start new average
 	    elapsed_wait_ns = 0;
 	    elapsed_recv_ns = 0;

From bab88a686b4de2018c8381953066e6250d636861 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Mon, 18 Nov 2013 19:12:46 +0200
Subject: [PATCH 008/420] In xtor_up.sh, release NETHOLDs one by one

This is to reduce the instantaneous startup load.
---
 src/xtor_up.sh | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index cd335450..467aa97a 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -146,5 +146,11 @@ then
 
   # Turn off HOLD flag on all instances
   echo Enabling all X Engine network threads
-  redis-cli -h redishost publish hashpipe:///set NETHOLD=0
+  for i in 3 2 1 0
+  do
+    for x in $xhosts
+    do
+      redis-cli -h redishost publish hashpipe://$x/$i/set NETHOLD=0
+    done
+  done
 fi

From c92e13784077643e817e1e3528a0bc48ec8e87d6 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Mon, 18 Nov 2013 19:13:35 +0200
Subject: [PATCH 009/420] Reset NET*MN/NET*MN status variables after startup

This is to clear out any bogus values that were detected during startup.
---
 src/xtor_up.sh | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index 467aa97a..a4b221c5 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -153,4 +153,20 @@ then
       redis-cli -h redishost publish hashpipe://$x/$i/set NETHOLD=0
     done
   done
+
+  sleep 1
+
+  # Reset all NET{WAT,REC,PRC}M{N,X} counters
+  echo Resetting all network stats counters
+  for i in 3 2 1 0
+  do
+    for x in $xhosts
+    do
+      for k in NET{WAT,REC,PRC}
+      do
+        redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MN=99999
+        redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MX=0
+      done
+    done
+  done
 fi

From 1c1520d04ef62a6c27010726dd2961a25250e87b Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Tue, 19 Nov 2013 01:16:13 +0200
Subject: [PATCH 010/420] Hide redis-cli output in xtor_up.sh

---
 src/xtor_up.sh | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index a4b221c5..86a8b674 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -150,7 +150,7 @@ then
   do
     for x in $xhosts
     do
-      redis-cli -h redishost publish hashpipe://$x/$i/set NETHOLD=0
+      redis-cli -h redishost publish hashpipe://$x/$i/set NETHOLD=0 > /dev/null
     done
   done
 
@@ -164,8 +164,8 @@ then
     do
       for k in NET{WAT,REC,PRC}
       do
-        redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MN=99999
-        redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MX=0
+        redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MN=99999 > /dev/null
+        redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MX=0 > /dev/null
       done
     done
   done

From 10c0f6a099b6bee7ea32fb3e8225d3d4b8339064 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Mon, 18 Nov 2013 23:26:05 +0200
Subject: [PATCH 011/420] Major re-write of paper_net_thread mcnt handling

This is a major rewrite of paper_net_thread's mcnt handling logic.  The
old logic would mark blocks as filled out of sequence, which led to
lockups.  I think the new logic is more cohesive and commented.
---
 src/paper_net_thread.c | 375 ++++++++++++++++++++++++-----------------
 1 file changed, 221 insertions(+), 154 deletions(-)

diff --git a/src/paper_net_thread.c b/src/paper_net_thread.c
index 471fdd17..38756ad0 100644
--- a/src/paper_net_thread.c
+++ b/src/paper_net_thread.c
@@ -45,8 +45,6 @@ typedef struct {
     int initialized;
     int32_t  self_xid;
     uint64_t mcnt_start;
-    uint64_t mcnt_offset;
-    uint64_t mcnt_prior;
     int out_of_seq_cnt;
     int block_i;
     // The m,x,f fields hold three of the five dimensional indices for
@@ -69,8 +67,8 @@ void print_pkt_header(packet_header_t * pkt_header) {
 }
 
 void print_block_info(block_info_t * binfo) {
-    printf("binfo : mcnt_start %012lx mcnt_offset %012lx block_i %d m=%02d f=%d\n",
-           binfo->mcnt_start, binfo->mcnt_offset, binfo->block_i, binfo->m, binfo->f);
+    printf("binfo : mcnt_start %012lx block_i %d m=%02d f=%d\n",
+           binfo->mcnt_start, binfo->block_i, binfo->m, binfo->f);
 }
 
 void print_block_active(block_info_t * binfo) {
@@ -94,6 +92,12 @@ void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
     }
 }
 
+// Returns physical block number for given mcnt
+static inline int block_for_mcnt(uint64_t mcnt)
+{
+    return (mcnt / Nm) % N_INPUT_BLOCKS;
+}
+
 // Returns (block_i - n) modulo N_INPUT_BLOCKS
 static inline int subtract_block_i(int block_i, int n)
 {
@@ -152,78 +156,71 @@ static void die(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binf
 }
 #endif
 
-int set_block_filled(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo, int block_i)
+// This sets the "current" block to be marked as filled.  The current block is
+// the block corresponding to binfo->mcnt_start.  Returns mcnt of the block
+// being marked filled.
+static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
 {
     static int last_filled = -1;
 
-    uint32_t block_missed_pkt_cnt=0, block_missed_mod_cnt, block_missed_feng, missed_pkt_cnt=0;
+    uint32_t block_missed_pkt_cnt=N_PACKETS_PER_BLOCK, block_missed_mod_cnt, block_missed_feng, missed_pkt_cnt=0;
 
-    if(binfo->block_active[block_i]) {
+    uint32_t block_i = block_for_mcnt(binfo->mcnt_start);
 
-	// if all packets are accounted for, mark this block as good
-	if(binfo->block_active[block_i] == N_PACKETS_PER_BLOCK) {
-	    paper_input_databuf_p->block[block_i].header.good_data = 1;
-	}
+    // If all packets are accounted for, mark this block as good
+    if(binfo->block_active[block_i] == N_PACKETS_PER_BLOCK) {
+	paper_input_databuf_p->block[block_i].header.good_data = 1;
+    }
 
-	last_filled = (last_filled+1) % N_INPUT_BLOCKS;
-	if(last_filled != block_i) {
-	    printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
+    // Validate that we're filling blocks in the proper sequence
+    last_filled = (last_filled+1) % N_INPUT_BLOCKS;
+    if(last_filled != block_i) {
+	printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
 #ifdef DIE_ON_OUT_OF_SEQ_FILL
-	    die(paper_input_databuf_p, binfo);
-#else
-	    binfo->initialized = 0;
-	    return 0;
+	die(paper_input_databuf_p, binfo);
 #endif
-	}
+    }
 
-	if(paper_input_databuf_set_filled(paper_input_databuf_p, block_i) != HASHPIPE_OK) {
-	    hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
-	    pthread_exit(NULL);
-	    return 0;
-	}
+    // Set the block as filled
+    if(paper_input_databuf_set_filled(paper_input_databuf_p, block_i) != HASHPIPE_OK) {
+	hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
+	pthread_exit(NULL);
+    }
 
-	block_missed_pkt_cnt = N_PACKETS_PER_BLOCK - binfo->block_active[block_i];
-	// If we missed more than N_PACKETS_PER_BLOCK_PER_F, then assume we
-	// are missing one or more F engines.  Any missed packets beyond an
-	// integer multiple of N_PACKETS_PER_BLOCK_PER_F will be considered
-	// as dropped packets.
-	block_missed_feng    = block_missed_pkt_cnt / N_PACKETS_PER_BLOCK_PER_F;
-	block_missed_mod_cnt = block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F;
-
-	// Reinitialize our XID to -1 (unknown until read from status buffer)
-	binfo->self_xid = -1;
-
-	hashpipe_status_lock_busywait_safe(st_p);
-	hputu4(st_p->buf, "NETBKOUT", block_i);
-	hputu4(st_p->buf, "MISSEDFE", block_missed_feng);
-	if(block_missed_mod_cnt) {
-	    // Increment MISSEDPK by number of missed packets for this block
-	    hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
-	    missed_pkt_cnt += block_missed_mod_cnt;
-	    hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
-	//  fprintf(stderr, "got %d packets instead of %d\n",
-	//	    binfo->block_active[block_i], N_PACKETS_PER_BLOCK);
-	}
-	// Update our XID from status buffer
-	hgeti4(st_p->buf, "XID", &binfo->self_xid);
-	hashpipe_status_unlock_safe(st_p);
+    // Calculate missing packets.
+    block_missed_pkt_cnt = N_PACKETS_PER_BLOCK - binfo->block_active[block_i];
+    // If we missed more than N_PACKETS_PER_BLOCK_PER_F, then assume we
+    // are missing one or more F engines.  Any missed packets beyond an
+    // integer multiple of N_PACKETS_PER_BLOCK_PER_F will be considered
+    // as dropped packets.
+    block_missed_feng    = block_missed_pkt_cnt / N_PACKETS_PER_BLOCK_PER_F;
+    block_missed_mod_cnt = block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F;
+
+    // Reinitialize our XID to -1 (unknown until read from status buffer)
+    binfo->self_xid = -1;
 
-    	binfo->block_active[block_i] = 0;
+    // Update status buffer
+    hashpipe_status_lock_busywait_safe(st_p);
+    hputu4(st_p->buf, "NETBKOUT", block_i);
+    hputu4(st_p->buf, "MISSEDFE", block_missed_feng);
+    if(block_missed_mod_cnt) {
+	// Increment MISSEDPK by number of missed packets for this block
+	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
+	missed_pkt_cnt += block_missed_mod_cnt;
+	hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
+    //  fprintf(stderr, "got %d packets instead of %d\n",
+    //	    binfo->block_active[block_i], N_PACKETS_PER_BLOCK);
     }
+    // Update our XID from status buffer
+    hgeti4(st_p->buf, "XID", &binfo->self_xid);
+    hashpipe_status_unlock_safe(st_p);
 
-    return block_missed_pkt_cnt;
+    return binfo->mcnt_start;
 }
 
 static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_header)
 {
-    if(pkt_header->mcnt < binfo->mcnt_start) {
-	char msg[120];
-	sprintf(msg, "current packet mcnt %012lx less than mcnt start %012lx", pkt_header->mcnt, binfo->mcnt_start);
-	    hashpipe_error(__FUNCTION__, msg);
-	    //hashpipe_error(__FUNCTION__, "current packet mcnt less than mcnt start");
-	    //pthread_exit(NULL);
-	    return -1;
-    } else if(pkt_header->fid >= Nf) {
+    if(pkt_header->fid >= Nf) {
 	hashpipe_error(__FUNCTION__,
 		"current packet FID %u out of range (0-%d)",
 		pkt_header->fid, Nf-1);
@@ -233,65 +230,48 @@ static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_
 		"unexpected packet XID %d (expected %d)",
 		pkt_header->xid, binfo->self_xid);
 	return -1;
-    } else {
-	binfo->mcnt_offset = pkt_header->mcnt - binfo->mcnt_start;
     }
 
-    binfo->block_i     = (binfo->mcnt_offset) / N_SUB_BLOCKS_PER_INPUT_BLOCK % N_INPUT_BLOCKS;
-    binfo->m = (binfo->mcnt_offset) % Nm;
+    binfo->m = pkt_header->mcnt % Nm;
     binfo->f = pkt_header->fid;
 
     return 0;
 }
 
-#define MAX_MCNT_DIFF 64
-static inline int out_of_seq_mcnt(block_info_t * binfo, uint64_t pkt_mcnt) {
-// mcnt rollovers are seen and treated like any other out of sequence mcnt
-
-    if(abs(pkt_mcnt - binfo->mcnt_prior) <= MAX_MCNT_DIFF) {
-        binfo->mcnt_prior = pkt_mcnt;
-    	binfo->out_of_seq_cnt = 0;
-	return 0;
-    } else {
-	printf("Out of seq : mcnt jumps from %012lx to %012lx\n", binfo->mcnt_prior, pkt_mcnt);
-    	binfo->out_of_seq_cnt++;
-	return 1;
-    }
-}
+// This allows for 2 out of sequence packets from each F engine (in a row)
+#define MAX_OUT_OF_SEQ (2*Nf)
 
-#define MAX_OUT_OF_SEQ 5
-static inline int handle_out_of_seq_mcnt(block_info_t * binfo) {
+// This allows packets to be two full databufs late without being considered
+// out of sequence.
+#define LATE_PKT_MCNT_THRESHOLD (2*Nm*N_INPUT_BLOCKS)
 
-    if(binfo->out_of_seq_cnt > MAX_OUT_OF_SEQ) {
-	printf("exceeded max (%d) out of sequence mcnts - restarting\n", MAX_OUT_OF_SEQ);
-	binfo->initialized = 0;
-    }
-    return -1;
-}
-
-static inline void initialize_block(paper_input_databuf_t * paper_input_databuf_p, block_info_t * binfo, uint64_t pkt_mcnt) {
+// Initialize a block by clearing its "good data" flag and saving the first
+// (i.e. earliest) mcnt of the block.  Note that mcnt does not have to be a
+// multiple of Nm (number of mcnts per block).  In theory, the block's data
+// could be cleared as well, but that takes time and is largely unnecessary in
+// a properly functionong system.
+static inline void initialize_block(paper_input_databuf_t * paper_input_databuf_p, uint64_t mcnt)
+{
+    int block_i = block_for_mcnt(mcnt);
 
-    paper_input_databuf_p->block[binfo->block_i].header.good_data = 0;
+    paper_input_databuf_p->block[block_i].header.good_data = 0;
     // Round pkt_mcnt down to nearest multiple of Nm
-    paper_input_databuf_p->block[binfo->block_i].header.mcnt = pkt_mcnt - (pkt_mcnt%Nm);
+    paper_input_databuf_p->block[block_i].header.mcnt = mcnt - (mcnt%Nm);
 }
 
-static inline void initialize_block_info(paper_input_databuf_t *paper_input_databuf_p, block_info_t * binfo, uint64_t pkt_mcnt) {
+// This function must be called once and only once per block_info structure!
+// Subsequent calls are no-ops.
+static inline void initialize_block_info(block_info_t * binfo) {
 
     int i;
 
-    // We might be restarting so mark all currently active blocks, with the exception
-    // of block_i, as filled. We will restart at block_i.  On program startup, this loop
-    // as no functional effect as no blocks are active and all block_active elements are 0.
+    // If this block_info structure has already been initialized
+    if(binfo->initialized) {
+	return;
+    }
+
     for(i = 0; i < N_INPUT_BLOCKS; i++) {
-	if(i == binfo->block_i) {
-		binfo->block_active[i] = 0;	
-	} else {
-    		if(binfo->block_active[i]) {
-			paper_input_databuf_p->block[i].header.good_data = 0;   // all data are bad at this point
-			set_block_filled(paper_input_databuf_p, binfo, i);
-		}
-	}
+	binfo->block_active[i] = 0;
     }
 
     // Initialize our XID to -1 (unknown until read from status buffer)
@@ -301,11 +281,10 @@ static inline void initialize_block_info(paper_input_databuf_t *paper_input_data
     hgeti4(st_p->buf, "XID", &binfo->self_xid);
     hashpipe_status_unlock_safe(st_p);
 
-    // On program startup block_i will be zero.  If we are restarting,  this will set
-    // us up to restart at the beginning of block_i.
-    binfo->mcnt_start = pkt_mcnt - binfo->block_i * N_SUB_BLOCKS_PER_INPUT_BLOCK;
+    // On startup mcnt_start will be zero.
+    binfo->mcnt_start = 0;
+    binfo->block_i = 0;
 
-    binfo->mcnt_prior = pkt_mcnt;
     binfo->out_of_seq_cnt = 0;
     binfo->initialized = 1;
 }
@@ -315,23 +294,33 @@ static inline void initialize_block_info(paper_input_databuf_t *paper_input_data
 // Any return value other than -1 will be stored in the status memory as
 // NETMCNT, so it is important that values other than -1 are returned rarely
 // (i.e. when marking a block as filled)!!!
-static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper_input_databuf_p, struct hashpipe_udp_packet *p) {
+static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper_input_databuf_p, struct hashpipe_udp_packet *p)
+{
 
     static block_info_t binfo;
     packet_header_t pkt_header;
     const uint64_t *payload_p;
-    int rv;
-    int i;
+    int pkt_block_i;
     uint64_t *dest_p;
-    uint64_t netmcnt = -1; // Value to store in status memory
+    uint64_t pkt_mcnt;
+    uint64_t cur_mcnt;
+    uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
 #if N_DEBUG_INPUT_BLOCKS == 1
     static uint64_t debug_remaining = -1ULL;
     static off_t debug_offset = 0;
     uint64_t * debug_ptr;
 #endif
 
-    // housekeeping for each packet
+    // Lazy init binfo
+    if(!binfo.initialized) {
+	initialize_block_info(&binfo);
+    }
+
+    // Parse packet header
     get_header(p, &pkt_header);
+    pkt_mcnt = pkt_header.mcnt;
+    pkt_block_i = block_for_mcnt(pkt_mcnt);
+    cur_mcnt = binfo.mcnt_start;
 
 #if N_DEBUG_INPUT_BLOCKS == 1
     debug_ptr = (uint64_t *)&paper_input_databuf_p->block[N_INPUT_BLOCKS];
@@ -344,56 +333,108 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
     }
 #endif
 
-    if(! binfo.initialized) {
-	// insist that we start on a multiple of sub_blocks/block
-    	if(pkt_header.mcnt % N_SUB_BLOCKS_PER_INPUT_BLOCK != 0) {
-		return -1;
-    	}
-	initialize_block_info(paper_input_databuf_p, &binfo, pkt_header.mcnt);
-    }
-    if(out_of_seq_mcnt(&binfo, pkt_header.mcnt)) {
-    	return(handle_out_of_seq_mcnt(&binfo));
-    }
-    if((rv = calc_block_indexes(&binfo, &pkt_header))) {
-	return rv;
-    }
-    if(! binfo.block_active[binfo.block_i]) {
-	// new block, pass along the block for N_INPUT_BLOCKS/2 blocks ago
-	i = subtract_block_i(binfo.block_i, N_INPUT_BLOCKS/2);
-#if N_DEBUG_INPUT_BLOCKS == 1
-#define DEBUG_EXTRA (0x10000)
-	if(set_block_filled(paper_input_databuf_p, &binfo, i) && debug_remaining > DEBUG_EXTRA) {
-	    debug_remaining = DEBUG_EXTRA;
-	}
-#else
-	set_block_filled(paper_input_databuf_p, &binfo, i);
-#endif
-	netmcnt = paper_input_databuf_p->block[i].header.mcnt;
-	// Wait (hopefully not long!) for free block for this packet
-	if((rv = paper_input_databuf_busywait_free(paper_input_databuf_p, binfo.block_i)) != HASHPIPE_OK) {
-	    if (errno == EINTR) {
-		// Interrupted by signal, return -1
-	        return -1;
-	    } else {
-	        hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-	        pthread_exit(NULL);
-	        return -1;
+    // We expect packets for the current block, the next block, and the block after.
+    if(cur_mcnt <= pkt_mcnt && pkt_mcnt < cur_mcnt + 3*Nm) {
+	// If the packet is for the block after the next block (i.e. current
+	// block + 2 blocks)
+	if(pkt_mcnt > cur_mcnt + 2*Nm) {
+	    // Mark the current block as filled
+	    netmcnt = set_block_filled(paper_input_databuf_p, &binfo);
+
+	    // Advance mcnt_start to next block
+	    cur_mcnt += Nm;
+	    binfo.mcnt_start += Nm;
+	    binfo.block_i++;
+
+	    // Wait (hopefully not long!) to acquire the block after next (i.e.
+	    // the block that gets the current packet).
+	    if(paper_input_databuf_busywait_free(paper_input_databuf_p, pkt_block_i) != HASHPIPE_OK) {
+		if (errno == EINTR) {
+		    // Interrupted by signal, return -1
+		    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+		    pthread_exit(NULL);
+		    return -1; // We're exiting so return value is kind of moot
+		} else {
+		    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+		    pthread_exit(NULL);
+		    return -1; // We're exiting so return value is kind of moot
+		}
 	    }
+
+	    // Initialize the newly acquired block
+	    initialize_block(paper_input_databuf_p, pkt_mcnt);
+	    // Reset binfo's packet counter for thei packet's block
+	    binfo.block_active[pkt_block_i] = 0;
 	}
 
-	initialize_block(paper_input_databuf_p, &binfo, pkt_header.mcnt);
-    }
-    binfo.block_active[binfo.block_i]++;	// increment packet count for block
-    // end housekeeping
+	// Reset out-of-seq counter
+	binfo.out_of_seq_cnt = 0;
+
+	// Increment packet count for block
+	binfo.block_active[pkt_block_i]++;
+
+	// Validate header FID and XID and calculate "m" and "f" indexes into
+	// block (stored in binfo).
+	if(calc_block_indexes(&binfo, &pkt_header)) {
+	    // Bad packet, error already reported
+	    return -1;
+	}
+
+	// Calculate starting points for unpacking this packet into block's data buffer.
+	dest_p = paper_input_databuf_p->block[pkt_block_i].data
+	    + paper_input_databuf_data_idx(binfo.m, binfo.f, 0, 0);
+	payload_p        = (uint64_t *)(p->data+8);
 
-    // Calculate starting points for unpacking this packet into block's data buffer.
-    dest_p = paper_input_databuf_p->block[binfo.block_i].data
-	+ paper_input_databuf_data_idx(binfo.m, binfo.f, 0, 0);
-    payload_p        = (uint64_t *)(p->data+8);
+	// Copy data into buffer
+	memcpy(dest_p, payload_p, N_BYTES_PER_PACKET);
 
-    // Copy data into buffer
-    memcpy(dest_p, payload_p, N_BYTES_PER_PACKET);
+	return netmcnt;
+    }
+    // Else, if packet is late, but not too late (so we can handle to handle F
+    // engine restarts and MCNT rollover), then ignore it
+    else if(pkt_mcnt < cur_mcnt && pkt_mcnt > cur_mcnt - LATE_PKT_MCNT_THRESHOLD) {
+	hashpipe_warn("paper_net_thread",
+		"Ignoring late packet (%d mcnts late)",
+		cur_mcnt - pkt_mcnt);
 
+	return -1;
+    }
+    // Else, it is an "out-of-order" packet.
+    else {
+	hashpipe_warn("paper_net_thread",
+		"out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
+		pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);
+
+	// Increment out-of-seq packet counter
+	binfo.out_of_seq_cnt++;
+
+	// If too may out-of-seq packets
+	if(binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ) {
+	    // Reset current mcnt.  The value to reset to must be the first
+	    // value greater than or equal to pkt_mcnt that corresponds to the
+	    // same databuf block as the old current mcnt.
+	    if(binfo.block_i > pkt_block_i) {
+		// Advance pkt_mcnt to correspond to binfo.block_i
+		pkt_mcnt += Nm*(binfo.block_i - pkt_block_i);
+	    } else if(pkt_block_i < binfo.block_i) {
+		// Advance pkt_mcnt to binfo.block_i + N_INPUT_BLOCKS blocks
+		pkt_mcnt += Nm*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
+	    }
+	    // Round pkt_mcnt down to nearest multiple of Nm
+	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%Nm);
+	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
+	    hashpipe_warn("paper_net_thread",
+		    "resetting to mcnt %012lx", binfo.mcnt_start);
+	    // Reinitialize/recycle our two already acquired blocks with new
+	    // mcnt values.
+	    initialize_block(paper_input_databuf_p, pkt_mcnt);
+	    initialize_block(paper_input_databuf_p, pkt_mcnt+Nm);
+	    // Reset binfo's packet counters for these blocks.
+	    binfo.block_active[binfo.block_i] = 0;
+	    binfo.block_active[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;
+	}
+	return -1;
+    }
 
     return netmcnt;
 }
@@ -479,6 +520,32 @@ static void *run(hashpipe_thread_args_t * args)
     pthread_cleanup_push((void *)hashpipe_udp_close, &up);
 #endif
 
+    // Acquire first two blocks to start
+    if(paper_input_databuf_busywait_free(db, 0) != HASHPIPE_OK) {
+	if (errno == EINTR) {
+	    // Interrupted by signal, return -1
+	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+	    pthread_exit(NULL);
+	} else {
+	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+	    pthread_exit(NULL);
+	}
+    }
+    if(paper_input_databuf_busywait_free(db, 1) != HASHPIPE_OK) {
+	if (errno == EINTR) {
+	    // Interrupted by signal, return -1
+	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+	    pthread_exit(NULL);
+	} else {
+	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+	    pthread_exit(NULL);
+	}
+    }
+
+    // Initialize the newly acquired block
+    initialize_block(db, 0);
+    initialize_block(db, Nm);
+
     /* Main loop */
     uint64_t packet_count = 0;
     uint64_t wait_ns = 0; // ns for most recent wait

From 87f03236a1617a84b1f344ccb01788b57f70f78a Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Tue, 19 Nov 2013 10:39:29 +0200
Subject: [PATCH 012/420] Fix paper_net_thread reset logic

Silly bugs.

Make logging more friendly:

Do not log late packets.
Do not log out of seq packets if expected mnct is 0 (i.e. on startup).
Add more details to reset log message.
---
 src/paper_net_thread.c | 37 +++++++++++++++++++++++--------------
 1 file changed, 23 insertions(+), 14 deletions(-)

diff --git a/src/paper_net_thread.c b/src/paper_net_thread.c
index 38756ad0..9d5fc5e8 100644
--- a/src/paper_net_thread.c
+++ b/src/paper_net_thread.c
@@ -302,6 +302,7 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
     const uint64_t *payload_p;
     int pkt_block_i;
     uint64_t *dest_p;
+    int64_t pkt_mcnt_dist;
     uint64_t pkt_mcnt;
     uint64_t cur_mcnt;
     uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
@@ -322,6 +323,10 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
     pkt_block_i = block_for_mcnt(pkt_mcnt);
     cur_mcnt = binfo.mcnt_start;
 
+    // Packet mcnt distance (how far away is this packet's mcnt from the
+    // current mcnt).  Positive distance for pcnt mcnts > current mcnt.
+    pkt_mcnt_dist = pkt_mcnt - cur_mcnt;
+
 #if N_DEBUG_INPUT_BLOCKS == 1
     debug_ptr = (uint64_t *)&paper_input_databuf_p->block[N_INPUT_BLOCKS];
     debug_ptr[debug_offset++] = be64toh(*(uint64_t *)(p->data));
@@ -334,10 +339,10 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
 #endif
 
     // We expect packets for the current block, the next block, and the block after.
-    if(cur_mcnt <= pkt_mcnt && pkt_mcnt < cur_mcnt + 3*Nm) {
+    if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*Nm) {
 	// If the packet is for the block after the next block (i.e. current
 	// block + 2 blocks)
-	if(pkt_mcnt > cur_mcnt + 2*Nm) {
+	if(pkt_mcnt_dist > 2*Nm) {
 	    // Mark the current block as filled
 	    netmcnt = set_block_filled(paper_input_databuf_p, &binfo);
 
@@ -363,7 +368,7 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
 
 	    // Initialize the newly acquired block
 	    initialize_block(paper_input_databuf_p, pkt_mcnt);
-	    // Reset binfo's packet counter for thei packet's block
+	    // Reset binfo's packet counter for this packet's block
 	    binfo.block_active[pkt_block_i] = 0;
 	}
 
@@ -392,18 +397,21 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
     }
     // Else, if packet is late, but not too late (so we can handle to handle F
     // engine restarts and MCNT rollover), then ignore it
-    else if(pkt_mcnt < cur_mcnt && pkt_mcnt > cur_mcnt - LATE_PKT_MCNT_THRESHOLD) {
-	hashpipe_warn("paper_net_thread",
-		"Ignoring late packet (%d mcnts late)",
-		cur_mcnt - pkt_mcnt);
+    else if(pkt_mcnt_dist < 0 && pkt_mcnt_dist > -LATE_PKT_MCNT_THRESHOLD) {
+	//hashpipe_warn("paper_net_thread",
+	//	"Ignoring late packet (%d mcnts late)",
+	//	cur_mcnt - pkt_mcnt);
 
 	return -1;
     }
     // Else, it is an "out-of-order" packet.
     else {
-	hashpipe_warn("paper_net_thread",
-		"out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
-		pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);
+	// If not at start-up, issue warning.
+	if(cur_mcnt != 0) {
+	    hashpipe_warn("paper_net_thread",
+		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
+		    pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);
+	}
 
 	// Increment out-of-seq packet counter
 	binfo.out_of_seq_cnt++;
@@ -416,7 +424,7 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
 	    if(binfo.block_i > pkt_block_i) {
 		// Advance pkt_mcnt to correspond to binfo.block_i
 		pkt_mcnt += Nm*(binfo.block_i - pkt_block_i);
-	    } else if(pkt_block_i < binfo.block_i) {
+	    } else if(binfo.block_i < pkt_block_i) {
 		// Advance pkt_mcnt to binfo.block_i + N_INPUT_BLOCKS blocks
 		pkt_mcnt += Nm*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
 	    }
@@ -424,11 +432,12 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
 	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%Nm);
 	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
 	    hashpipe_warn("paper_net_thread",
-		    "resetting to mcnt %012lx", binfo.mcnt_start);
+		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx",
+		    binfo.mcnt_start, block_for_mcnt(binfo.mcnt_start), pkt_mcnt);
 	    // Reinitialize/recycle our two already acquired blocks with new
 	    // mcnt values.
-	    initialize_block(paper_input_databuf_p, pkt_mcnt);
-	    initialize_block(paper_input_databuf_p, pkt_mcnt+Nm);
+	    initialize_block(paper_input_databuf_p, binfo.mcnt_start);
+	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+Nm);
 	    // Reset binfo's packet counters for these blocks.
 	    binfo.block_active[binfo.block_i] = 0;
 	    binfo.block_active[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;

From a635a75f8ad79f5b337fe597559642728a55ab8f Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Tue, 19 Nov 2013 14:33:29 +0200
Subject: [PATCH 013/420] Fixed bug in block-after-next detection

When checking "pkt_mcnt_dist" for the block after the next block, the
comparision needs to be greater than OR EQUAL TO (i.e. ">=") rather than
just greater than (i.e. ">").  Thanks to Matt!!!
---
 src/paper_net_thread.c | 130 ++++++++++++++++++++++++++---------------
 1 file changed, 82 insertions(+), 48 deletions(-)

diff --git a/src/paper_net_thread.c b/src/paper_net_thread.c
index 9d5fc5e8..fa5b0ddf 100644
--- a/src/paper_net_thread.c
+++ b/src/paper_net_thread.c
@@ -51,7 +51,7 @@ typedef struct {
     // the first data word of the current packet (i.e. t=0 and c=0).
     int m; // formerly known as sub_block_i
     int f;
-    int block_active[N_INPUT_BLOCKS];
+    int block_packet_counter[N_INPUT_BLOCKS];
 } block_info_t;
 
 static hashpipe_status_t *st_p;
@@ -71,13 +71,13 @@ void print_block_info(block_info_t * binfo) {
            binfo->mcnt_start, binfo->block_i, binfo->m, binfo->f);
 }
 
-void print_block_active(block_info_t * binfo) {
+void print_block_packet_counter(block_info_t * binfo) {
     int i;
     for(i=0;i<N_INPUT_BLOCKS;i++) {
 	if(i == binfo->block_i) {
-		fprintf(stdout, "*%03d ", binfo->block_active[i]);	
+		fprintf(stdout, "*%03d ", binfo->block_packet_counter[i]);	
 	} else {
-		fprintf(stdout, " %03d ", binfo->block_active[i]);	
+		fprintf(stdout, " %03d ", binfo->block_packet_counter[i]);	
 	}
     }
     fprintf(stdout, "\n");
@@ -98,26 +98,32 @@ static inline int block_for_mcnt(uint64_t mcnt)
     return (mcnt / Nm) % N_INPUT_BLOCKS;
 }
 
-// Returns (block_i - n) modulo N_INPUT_BLOCKS
-static inline int subtract_block_i(int block_i, int n)
-{
-    int d = block_i - n;
-    return(d < 0 ? d + N_INPUT_BLOCKS : d);
-}
-
 #ifdef LOG_MCNTS
 #define MAX_MCNT_LOG (1024*1024)
-static uint64_t mcnt_log[MAX_MCNT_LOG];
-static int mcnt_log_idx = 0;
-
-void dump_mcnt_log()
+//static uint64_t mcnt_log[MAX_MCNT_LOG];
+//static int mcnt_log_idx = 0;
+static int total_packets_counted = 0;
+static int expected_packets_counted = 0;
+static int late_packets_counted = 0;
+static int outofseq_packets_counted = 0;
+static int filled_packets_counted = 0;
+
+void dump_mcnt_log(int xid)
 {
-    int i;
-    FILE *f = fopen("mcnt.log","w");
-    for(i=0; i<MAX_MCNT_LOG; i++) {
-	if(mcnt_log[i] == 0) break;
-	fprintf(f, "%012lx\n", mcnt_log[i]);
-    }
+    //int i;
+    char fname[80];
+    FILE *f;
+    sprintf(fname, "mcnt.xid%02d.log", xid);
+    f = fopen(fname,"w");
+    fprintf(f, "expected packets counted = %d\n", expected_packets_counted);
+    fprintf(f, "late     packets counted = %d\n", late_packets_counted);
+    fprintf(f, "outofseq packets counted = %d\n", outofseq_packets_counted);
+    fprintf(f, "total    packets counted = %d\n", total_packets_counted);
+    fprintf(f, "filled   packets counted = %d\n", filled_packets_counted);
+    //for(i=0; i<MAX_MCNT_LOG; i++) {
+    //    if(mcnt_log[i] == 0) break;
+    //    fprintf(f, "%012lx\n", mcnt_log[i]);
+    //}
     fclose(f);
 }
 #endif
@@ -139,7 +145,16 @@ static inline void get_header (struct hashpipe_udp_packet *p, packet_header_t *
 #endif
 
 #ifdef LOG_MCNTS
-    mcnt_log[mcnt_log_idx++ % MAX_MCNT_LOG] = pkt_header->mcnt;
+    total_packets_counted++;
+    //mcnt_log[mcnt_log_idx++] = pkt_header->mcnt;
+    //if(mcnt_log_idx == MAX_MCNT_LOG) {
+    //    dump_mcnt_log(pkt_header->xid);
+    //    abort();
+    //}
+    if(total_packets_counted == 10*1000*1000) {
+	dump_mcnt_log(pkt_header->xid);
+	abort();
+    }
 #endif
 }
 
@@ -147,7 +162,7 @@ static inline void get_header (struct hashpipe_udp_packet *p, packet_header_t *
 static void die(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
 {
     print_block_info(binfo);
-    print_block_active(binfo);
+    print_block_packet_counter(binfo);
     print_ring_mcnts(paper_input_databuf_p);
 #ifdef LOG_MCNTS
     dump_mcnt_log();
@@ -167,11 +182,6 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
 
     uint32_t block_i = block_for_mcnt(binfo->mcnt_start);
 
-    // If all packets are accounted for, mark this block as good
-    if(binfo->block_active[block_i] == N_PACKETS_PER_BLOCK) {
-	paper_input_databuf_p->block[block_i].header.good_data = 1;
-    }
-
     // Validate that we're filling blocks in the proper sequence
     last_filled = (last_filled+1) % N_INPUT_BLOCKS;
     if(last_filled != block_i) {
@@ -181,6 +191,21 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
 #endif
     }
 
+    // Validate that block_i matches binfo->block_i
+    if(block_i != binfo->block_i) {
+	hashpipe_warn(__FUNCTION__,
+		"block_i for binfo's mcnt (%d) != binfo's block_i (%d)",
+		block_i, binfo->block_i);
+    }
+#ifdef LOG_MCNTS
+    filled_packets_counted += binfo->block_packet_counter[block_i];
+#endif
+
+    // If all packets are accounted for, mark this block as good
+    if(binfo->block_packet_counter[block_i] == N_PACKETS_PER_BLOCK) {
+	paper_input_databuf_p->block[block_i].header.good_data = 1;
+    }
+
     // Set the block as filled
     if(paper_input_databuf_set_filled(paper_input_databuf_p, block_i) != HASHPIPE_OK) {
 	hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
@@ -188,7 +213,7 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
     }
 
     // Calculate missing packets.
-    block_missed_pkt_cnt = N_PACKETS_PER_BLOCK - binfo->block_active[block_i];
+    block_missed_pkt_cnt = N_PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
     // If we missed more than N_PACKETS_PER_BLOCK_PER_F, then assume we
     // are missing one or more F engines.  Any missed packets beyond an
     // integer multiple of N_PACKETS_PER_BLOCK_PER_F will be considered
@@ -209,7 +234,7 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
 	missed_pkt_cnt += block_missed_mod_cnt;
 	hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
     //  fprintf(stderr, "got %d packets instead of %d\n",
-    //	    binfo->block_active[block_i], N_PACKETS_PER_BLOCK);
+    //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
     }
     // Update our XID from status buffer
     hgeti4(st_p->buf, "XID", &binfo->self_xid);
@@ -261,8 +286,8 @@ static inline void initialize_block(paper_input_databuf_t * paper_input_databuf_
 
 // This function must be called once and only once per block_info structure!
 // Subsequent calls are no-ops.
-static inline void initialize_block_info(block_info_t * binfo) {
-
+static inline void initialize_block_info(block_info_t * binfo)
+{
     int i;
 
     // If this block_info structure has already been initialized
@@ -271,7 +296,7 @@ static inline void initialize_block_info(block_info_t * binfo) {
     }
 
     for(i = 0; i < N_INPUT_BLOCKS; i++) {
-	binfo->block_active[i] = 0;
+	binfo->block_packet_counter[i] = 0;
     }
 
     // Initialize our XID to -1 (unknown until read from status buffer)
@@ -294,7 +319,7 @@ static inline void initialize_block_info(block_info_t * binfo) {
 // Any return value other than -1 will be stored in the status memory as
 // NETMCNT, so it is important that values other than -1 are returned rarely
 // (i.e. when marking a block as filled)!!!
-static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper_input_databuf_p, struct hashpipe_udp_packet *p)
+static inline uint64_t process_packet(paper_input_databuf_t *paper_input_databuf_p, struct hashpipe_udp_packet *p)
 {
 
     static block_info_t binfo;
@@ -342,14 +367,14 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
     if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*Nm) {
 	// If the packet is for the block after the next block (i.e. current
 	// block + 2 blocks)
-	if(pkt_mcnt_dist > 2*Nm) {
+	if(pkt_mcnt_dist >= 2*Nm) {
 	    // Mark the current block as filled
 	    netmcnt = set_block_filled(paper_input_databuf_p, &binfo);
 
 	    // Advance mcnt_start to next block
 	    cur_mcnt += Nm;
 	    binfo.mcnt_start += Nm;
-	    binfo.block_i++;
+	    binfo.block_i = (binfo.block_i + 1) % N_INPUT_BLOCKS;
 
 	    // Wait (hopefully not long!) to acquire the block after next (i.e.
 	    // the block that gets the current packet).
@@ -369,14 +394,17 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
 	    // Initialize the newly acquired block
 	    initialize_block(paper_input_databuf_p, pkt_mcnt);
 	    // Reset binfo's packet counter for this packet's block
-	    binfo.block_active[pkt_block_i] = 0;
+	    binfo.block_packet_counter[pkt_block_i] = 0;
 	}
 
 	// Reset out-of-seq counter
 	binfo.out_of_seq_cnt = 0;
 
 	// Increment packet count for block
-	binfo.block_active[pkt_block_i]++;
+	binfo.block_packet_counter[pkt_block_i]++;
+#ifdef LOG_MCNTS
+	expected_packets_counted++;
+#endif
 
 	// Validate header FID and XID and calculate "m" and "f" indexes into
 	// block (stored in binfo).
@@ -395,26 +423,32 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
 
 	return netmcnt;
     }
-    // Else, if packet is late, but not too late (so we can handle to handle F
-    // engine restarts and MCNT rollover), then ignore it
+    // Else, if packet is late, but not too late (so we can handle F engine
+    // restarts and MCNT rollover), then ignore it
     else if(pkt_mcnt_dist < 0 && pkt_mcnt_dist > -LATE_PKT_MCNT_THRESHOLD) {
-	//hashpipe_warn("paper_net_thread",
-	//	"Ignoring late packet (%d mcnts late)",
-	//	cur_mcnt - pkt_mcnt);
+	hashpipe_warn("paper_net_thread",
+		"Ignoring late packet (%d mcnts late)",
+		cur_mcnt - pkt_mcnt);
 
+#ifdef LOG_MCNTS
+	late_packets_counted++;
+#endif
 	return -1;
     }
     // Else, it is an "out-of-order" packet.
     else {
 	// If not at start-up, issue warning.
-	if(cur_mcnt != 0) {
+	//if(cur_mcnt != 0) {
 	    hashpipe_warn("paper_net_thread",
 		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
 		    pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);
-	}
+	//}
 
 	// Increment out-of-seq packet counter
 	binfo.out_of_seq_cnt++;
+#ifdef LOG_MCNTS
+	outofseq_packets_counted++;
+#endif
 
 	// If too may out-of-seq packets
 	if(binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ) {
@@ -439,8 +473,8 @@ static inline uint64_t write_paper_packet_to_blocks(paper_input_databuf_t *paper
 	    initialize_block(paper_input_databuf_p, binfo.mcnt_start);
 	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+Nm);
 	    // Reset binfo's packet counters for these blocks.
-	    binfo.block_active[binfo.block_i] = 0;
-	    binfo.block_active[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;
+	    binfo.block_packet_counter[binfo.block_i] = 0;
+	    binfo.block_packet_counter[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;
 	}
 	return -1;
     }
@@ -613,7 +647,7 @@ static void *run(hashpipe_thread_args_t * args)
 	packet_count++;
 
         // Copy packet into any blocks where it belongs.
-        const uint64_t mcnt = write_paper_packet_to_blocks((paper_input_databuf_t *)db, &p);
+        const uint64_t mcnt = process_packet((paper_input_databuf_t *)db, &p);
 
 	clock_gettime(CLOCK_MONOTONIC, &stop);
 	wait_ns = ELAPSED_NS(recv_start, start);

From 15439df8f07bc55a363e2ad0fb8a59a8c8b77d7e Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Tue, 19 Nov 2013 15:24:05 +0200
Subject: [PATCH 014/420] Be more conservative about logging

Log late packets except after mcnt reset.  Log out of seq packets except
at startup.
---
 src/paper_net_thread.c | 19 ++++++++++++-------
 1 file changed, 12 insertions(+), 7 deletions(-)

diff --git a/src/paper_net_thread.c b/src/paper_net_thread.c
index fa5b0ddf..ec966387 100644
--- a/src/paper_net_thread.c
+++ b/src/paper_net_thread.c
@@ -45,6 +45,7 @@ typedef struct {
     int initialized;
     int32_t  self_xid;
     uint64_t mcnt_start;
+    uint64_t mcnt_log_late;
     int out_of_seq_cnt;
     int block_i;
     // The m,x,f fields hold three of the five dimensional indices for
@@ -306,8 +307,9 @@ static inline void initialize_block_info(block_info_t * binfo)
     hgeti4(st_p->buf, "XID", &binfo->self_xid);
     hashpipe_status_unlock_safe(st_p);
 
-    // On startup mcnt_start will be zero.
+    // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
     binfo->mcnt_start = 0;
+    binfo->mcnt_log_late = Nm;
     binfo->block_i = 0;
 
     binfo->out_of_seq_cnt = 0;
@@ -426,10 +428,12 @@ static inline uint64_t process_packet(paper_input_databuf_t *paper_input_databuf
     // Else, if packet is late, but not too late (so we can handle F engine
     // restarts and MCNT rollover), then ignore it
     else if(pkt_mcnt_dist < 0 && pkt_mcnt_dist > -LATE_PKT_MCNT_THRESHOLD) {
-	hashpipe_warn("paper_net_thread",
-		"Ignoring late packet (%d mcnts late)",
-		cur_mcnt - pkt_mcnt);
-
+	// If not just after an mcnt reset, issue warning.
+	if(cur_mcnt >= binfo.mcnt_log_late) {
+	    hashpipe_warn("paper_net_thread",
+		    "Ignoring late packet (%d mcnts late)",
+		    cur_mcnt - pkt_mcnt);
+	}
 #ifdef LOG_MCNTS
 	late_packets_counted++;
 #endif
@@ -438,11 +442,11 @@ static inline uint64_t process_packet(paper_input_databuf_t *paper_input_databuf
     // Else, it is an "out-of-order" packet.
     else {
 	// If not at start-up, issue warning.
-	//if(cur_mcnt != 0) {
+	if(cur_mcnt != 0) {
 	    hashpipe_warn("paper_net_thread",
 		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
 		    pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);
-	//}
+	}
 
 	// Increment out-of-seq packet counter
 	binfo.out_of_seq_cnt++;
@@ -464,6 +468,7 @@ static inline uint64_t process_packet(paper_input_databuf_t *paper_input_databuf
 	    }
 	    // Round pkt_mcnt down to nearest multiple of Nm
 	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%Nm);
+	    binfo.mcnt_log_late = binfo.mcnt_start + Nm;
 	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
 	    hashpipe_warn("paper_net_thread",
 		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx",

From 858f086a30c69d46aad8c122fd16d4aa4e95d021 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Tue, 19 Nov 2013 15:25:53 +0200
Subject: [PATCH 015/420] Fix mix/max status buffer fields

There were some cut-and-paste errors.
---
 src/paper_net_thread.c | 33 +++++++++++++++++++--------------
 1 file changed, 19 insertions(+), 14 deletions(-)

diff --git a/src/paper_net_thread.c b/src/paper_net_thread.c
index ec966387..2660e540 100644
--- a/src/paper_net_thread.c
+++ b/src/paper_net_thread.c
@@ -688,24 +688,29 @@ static void *run(hashpipe_thread_args_t * args)
 	    // Get and put min and max values.  The "get-then-put" allows the
 	    // user to reset the min max values in the status buffer.
 	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
-	    min_wait_ns = MIN(min_wait_ns, status_ns);
+	    status_ns = MIN(min_wait_ns, status_ns);
+            hputi8(st.buf, "NETWATMN", status_ns);
+
             hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
-	    min_wait_ns = MIN(min_recv_ns, status_ns);
+	    status_ns = MIN(min_recv_ns, status_ns);
+            hputi8(st.buf, "NETRECMN", status_ns);
+
             hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
-	    min_wait_ns = MIN(min_proc_ns, status_ns);
+	    status_ns = MIN(min_proc_ns, status_ns);
+            hputi8(st.buf, "NETPRCMN", status_ns);
+
             hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
-	    max_wait_ns = MAX(max_wait_ns, status_ns);
-            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
-	    max_wait_ns = MAX(max_recv_ns, status_ns);
+	    status_ns = MAX(max_wait_ns, status_ns);
+            hputi8(st.buf, "NETWATMX", status_ns);
+
             hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
-	    max_wait_ns = MAX(max_proc_ns, status_ns);
-
-            hputi8(st.buf, "NETWATMN", min_wait_ns);
-            hputi8(st.buf, "NETRECMN", min_recv_ns);
-            hputi8(st.buf, "NETPRCMN", min_proc_ns);
-            hputi8(st.buf, "NETWATMX", max_wait_ns);
-            hputi8(st.buf, "NETRECMX", max_recv_ns);
-            hputi8(st.buf, "NETPRCMX", max_proc_ns);
+	    status_ns = MAX(max_recv_ns, status_ns);
+            hputi8(st.buf, "NETRECMX", status_ns);
+
+            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+	    status_ns = MAX(max_proc_ns, status_ns);
+            hputi8(st.buf, "NETPRCMX", status_ns);
+
 
             hashpipe_status_unlock_safe(&st);
 

From 80a9dcf82198b062096341de4b13b0e74c624ceb Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Sat, 21 Jun 2014 13:38:42 +0200
Subject: [PATCH 016/420] Require at least one of -f/-x/-c in xtor_up.sh

If none are given, show help and exit.
---
 src/xtor_up.sh | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index 86a8b674..f736f89c 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -21,8 +21,8 @@ MODE=3 == 1-way correlator (1 ROACH2  + 1 X Boxes)
 
 Examples:
 
-  # Bring up the PAPER correlator
-  $ xtor_up.sh
+  # Bring up all F and X engines of the PAPER correlator
+  $ xtor_up.sh -f -x
 
   # Bring up slice 1 F engine only (pf1) with corner tuner mode 3
   $ xtor_up.sh -f -m 3 1
@@ -77,6 +77,12 @@ do
 done
 shift $((OPTIND-1))
 
+# If none of -f, -x, or -c were given, show help
+if [ -z "${do_f}${do_x}${do_c}" ]
+then
+  show_help_and_exit
+fi
+
 # If both x and c were given, error out
 if [ -n "${do_x}" -a -n "${do_c}" ]
 then

From b358c950b22f9150bb29733261fa7db5b131946c Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Sat, 21 Jun 2014 13:40:07 +0200
Subject: [PATCH 017/420] Fix typo in help message in xtor_up.sh

---
 src/xtor_up.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index f736f89c..e237693f 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -14,9 +14,9 @@ Passing both -x and -c is not allowed.
 
 Passing -m MODE allows setting the corner turner mode of the F engines.
 
-MODE=0 == 8-way correlator (8 ROACH2s + 8 X Boxes)
+MODE=0 == 8-way correlator (8 ROACH2s + 8 X Boxes) [default]
 MODE=1 == 4-way correlator (4 ROACH2s + 4 X Boxes)
-MODE=2 == 2-way correlator (2 ROACH2s + 4 X Boxes)
+MODE=2 == 2-way correlator (2 ROACH2s + 2 X Boxes)
 MODE=3 == 1-way correlator (1 ROACH2  + 1 X Boxes)
 
 Examples:

From 10abebe06e69fdc0dfc151ffbb3681abd2bf6be7 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Fri, 27 Jun 2014 12:39:37 +0200
Subject: [PATCH 018/420] Only print out-of-seq warning for first bad packet

This will hopefully limit the growth of log files.
---
 src/paper_net_thread.c | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/paper_net_thread.c b/src/paper_net_thread.c
index 2660e540..299c7df3 100644
--- a/src/paper_net_thread.c
+++ b/src/paper_net_thread.c
@@ -441,8 +441,9 @@ static inline uint64_t process_packet(paper_input_databuf_t *paper_input_databuf
     }
     // Else, it is an "out-of-order" packet.
     else {
-	// If not at start-up, issue warning.
-	if(cur_mcnt != 0) {
+	// If not at start-up and this is the first out of order packet,
+	// issue warning.
+	if(cur_mcnt != 0 && binfo.out_of_seq_cnt == 0) {
 	    hashpipe_warn("paper_net_thread",
 		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
 		    pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);

From 77f645a698b3bdf32971037a3d1ed067fb0e5f3d Mon Sep 17 00:00:00 2001
From: Jack H <jackhickish@gmail.com>
Date: Mon, 24 Jul 2017 11:12:46 +0200
Subject: [PATCH 019/420] Use initialization for F-eng with no F->X ptp link

---
 src/xtor_up.sh | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index e237693f..da678174 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -121,7 +121,8 @@ then
 
   # Initialize F engines
   echo Initializing F Engines $fhosts
-  paper_feng_init.rb -m $ctmode $fhosts
+  #paper_feng_init.rb -m $ctmode $fhosts
+  hera_roach_feng_init.py $fhosts
 fi
 
 if [ -n "$do_x" -o "$do_c" ]

From 617f5401ea3a7e9066157e89193a80cda24ace4e Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Thu, 27 Jul 2017 14:50:30 +0200
Subject: [PATCH 020/420] Pre-load OUTDUMPS from status buffer

Before incrmenting OUTDUMPS, the value is read from the status buffer.
This allows the user to reset OUTDUMPS by writing a new value to the
status buffer.

This was found uncommitted in the source tree.  Not sure when it went
into production.
---
 src/paper_gpu_output_thread.c | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/paper_gpu_output_thread.c b/src/paper_gpu_output_thread.c
index c4bdeec2..843e0823 100644
--- a/src/paper_gpu_output_thread.c
+++ b/src/paper_gpu_output_thread.c
@@ -543,6 +543,7 @@ static void *run(hashpipe_thread_args_t * args)
                   perror("send");
                   // Update stats
                   hashpipe_status_lock_safe(&st);
+                  hgetu4(st.buf, "OUTDUMPS", &dumps);
                   hputu4(st.buf, "OUTDUMPS", ++dumps);
                   hputr4(st.buf, "OUTSECS", 0.0);
                   hputr4(st.buf, "OUTMBPS", 0.0);
@@ -573,6 +574,7 @@ static void *run(hashpipe_thread_args_t * args)
         clock_gettime(CLOCK_MONOTONIC, &stop);
 
         hashpipe_status_lock_safe(&st);
+        hgetu4(st.buf, "OUTDUMPS", &dumps);
         hputu4(st.buf, "OUTDUMPS", ++dumps);
         hputr4(st.buf, "OUTSECS", (float)ELAPSED_NS(start,stop)/1e9);
         hputr4(st.buf, "OUTMBPS", (1e3*8*bytes_per_dump)/ELAPSED_NS(start,stop));

From ff67e7410fe6c2508ff9c929acbe3efa73afce36 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@astro.berkeley.edu>
Date: Thu, 27 Jul 2017 14:56:36 +0200
Subject: [PATCH 021/420] Add paper_pktsock_thread.c

This is a packet socket version of paper_net_thread.c.  It performs
about 50% faster than paper_net_thread when using standard 8 KB sized
PAPER F Engine packets.
---
 src/Makefile.am            |   1 +
 src/paper_net_thread.c     |  12 +-
 src/paper_pktsock_thread.c | 840 +++++++++++++++++++++++++++++++++++++
 3 files changed, 849 insertions(+), 4 deletions(-)
 create mode 100644 src/paper_pktsock_thread.c

diff --git a/src/Makefile.am b/src/Makefile.am
index ce17f3cc..87edf2da 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -17,6 +17,7 @@ paper_threads = paper_fake_net_thread.c       \
 		paper_gpu_thread.c            \
 		paper_fluff_thread.c          \
 		paper_net_thread.c            \
+		paper_pktsock_thread.c        \
 		paper_crc_thread.c
 
 paper_fluff = paper_fluff.h \
diff --git a/src/paper_net_thread.c b/src/paper_net_thread.c
index 299c7df3..ceccb8f6 100644
--- a/src/paper_net_thread.c
+++ b/src/paper_net_thread.c
@@ -57,7 +57,8 @@ typedef struct {
 
 static hashpipe_status_t *st_p;
 
-void print_pkt_header(packet_header_t * pkt_header) {
+#if 0
+static void print_pkt_header(packet_header_t * pkt_header) {
 
     static long long prior_mcnt;
 
@@ -66,13 +67,15 @@ void print_pkt_header(packet_header_t * pkt_header) {
 
     prior_mcnt = pkt_header->mcnt;
 }
+#endif
 
-void print_block_info(block_info_t * binfo) {
+#ifdef DIE_ON_OUT_OF_SEQ_FILL
+static void print_block_info(block_info_t * binfo) {
     printf("binfo : mcnt_start %012lx block_i %d m=%02d f=%d\n",
            binfo->mcnt_start, binfo->block_i, binfo->m, binfo->f);
 }
 
-void print_block_packet_counter(block_info_t * binfo) {
+static void print_block_packet_counter(block_info_t * binfo) {
     int i;
     for(i=0;i<N_INPUT_BLOCKS;i++) {
 	if(i == binfo->block_i) {
@@ -84,7 +87,7 @@ void print_block_packet_counter(block_info_t * binfo) {
     fprintf(stdout, "\n");
 }
 
-void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
+static void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
 
     int i;
 
@@ -92,6 +95,7 @@ void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
 	printf("block %d mcnt %012lx\n", i, paper_input_databuf_p->block[i].header.mcnt);
     }
 }
+#endif // DIE_ON_OUT_OF_SEQ_FILL
 
 // Returns physical block number for given mcnt
 static inline int block_for_mcnt(uint64_t mcnt)
diff --git a/src/paper_pktsock_thread.c b/src/paper_pktsock_thread.c
new file mode 100644
index 00000000..b1a0911a
--- /dev/null
+++ b/src/paper_pktsock_thread.c
@@ -0,0 +1,840 @@
+/* paper_pktsock_thread.c
+ *
+ * Routine to read packets from network and put them
+ * into shared memory blocks.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <unistd.h>
+#include <stdint.h>
+#include <string.h>
+#include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <errno.h>
+
+#include <xgpu.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+
+#define DEBUG_NET
+
+#ifndef MIN
+#define MIN(a,b) ((a) < (b) ? (a) : (b))
+#endif
+
+#ifndef MAX
+#define MAX(a,b) ((a) > (b) ? (a) : (b))
+#endif
+
+#define PKTSOCK_BYTES_PER_FRAME (16384)
+#define PKTSOCK_FRAMES_PER_BLOCK (8)
+#define PKTSOCK_NBLOCKS (800)
+#define PKTSOCK_NFRAMES (PKTSOCK_FRAMES_PER_BLOCK * PKTSOCK_NBLOCKS)
+
+typedef struct {
+    uint64_t mcnt;
+    int      fid;	// Fengine ID
+    int      xid;	// Xengine ID
+} packet_header_t;
+
+// The fields of a block_info_t structure hold (at least) two different kinds
+// of data.  Some fields hold data that persist over many packets while other
+// fields hold data that are only applicable to the current packet (or the
+// previous packet).
+typedef struct {
+    int initialized;
+    int32_t  self_xid;
+    uint64_t mcnt_start;
+    uint64_t mcnt_log_late;
+    int out_of_seq_cnt;
+    int block_i;
+    // The m,x,f fields hold three of the five dimensional indices for
+    // the first data word of the current packet (i.e. t=0 and c=0).
+    int m; // formerly known as sub_block_i
+    int f;
+    int block_packet_counter[N_INPUT_BLOCKS];
+} block_info_t;
+
+static hashpipe_status_t *st_p;
+
+#if 0
+static void print_pkt_header(packet_header_t * pkt_header) {
+
+    static long long prior_mcnt;
+
+    printf("packet header : mcnt %012lx (diff from prior %lld) fid %d xid %d\n",
+	   pkt_header->mcnt, pkt_header->mcnt-prior_mcnt, pkt_header->fid, pkt_header->xid);
+
+    prior_mcnt = pkt_header->mcnt;
+}
+#endif
+
+#ifdef DIE_ON_OUT_OF_SEQ_FILL
+static void print_block_info(block_info_t * binfo) {
+    printf("binfo : mcnt_start %012lx block_i %d m=%02d f=%d\n",
+           binfo->mcnt_start, binfo->block_i, binfo->m, binfo->f);
+}
+
+static void print_block_packet_counter(block_info_t * binfo) {
+    int i;
+    for(i=0;i<N_INPUT_BLOCKS;i++) {
+	if(i == binfo->block_i) {
+		fprintf(stdout, "*%03d ", binfo->block_packet_counter[i]);	
+	} else {
+		fprintf(stdout, " %03d ", binfo->block_packet_counter[i]);	
+	}
+    }
+    fprintf(stdout, "\n");
+}
+
+static void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
+
+    int i;
+
+    for(i=0; i < N_INPUT_BLOCKS; i++) {
+	printf("block %d mcnt %012lx\n", i, paper_input_databuf_p->block[i].header.mcnt);
+    }
+}
+#endif // DIE_ON_OUT_OF_SEQ_FILL
+
+// Returns physical block number for given mcnt
+static inline int block_for_mcnt(uint64_t mcnt)
+{
+    return (mcnt / Nm) % N_INPUT_BLOCKS;
+}
+
+#ifdef LOG_MCNTS
+#define MAX_MCNT_LOG (1024*1024)
+//static uint64_t mcnt_log[MAX_MCNT_LOG];
+//static int mcnt_log_idx = 0;
+static int total_packets_counted = 0;
+static int expected_packets_counted = 0;
+static int late_packets_counted = 0;
+static int outofseq_packets_counted = 0;
+static int filled_packets_counted = 0;
+
+void dump_mcnt_log(int xid)
+{
+    //int i;
+    char fname[80];
+    FILE *f;
+    sprintf(fname, "mcnt.xid%02d.log", xid);
+    f = fopen(fname,"w");
+    fprintf(f, "expected packets counted = %d\n", expected_packets_counted);
+    fprintf(f, "late     packets counted = %d\n", late_packets_counted);
+    fprintf(f, "outofseq packets counted = %d\n", outofseq_packets_counted);
+    fprintf(f, "total    packets counted = %d\n", total_packets_counted);
+    fprintf(f, "filled   packets counted = %d\n", filled_packets_counted);
+    //for(i=0; i<MAX_MCNT_LOG; i++) {
+    //    if(mcnt_log[i] == 0) break;
+    //    fprintf(f, "%012lx\n", mcnt_log[i]);
+    //}
+    fclose(f);
+}
+#endif
+
+static inline void get_header (unsigned char *p_frame, packet_header_t * pkt_header)
+{
+#ifdef TIMING_TEST
+    static int pkt_counter=0;
+    pkt_header->mcnt = (pkt_counter / (Nx*Nq*Nf)) %  Nm;
+    pkt_header->xid  = (pkt_counter / (   Nq*Nf)) %  Nx;
+    pkt_header->fid  = (pkt_counter             ) % (Nq*Nf);
+    pkt_counter++;
+#else
+    uint64_t raw_header;
+    raw_header = be64toh(*(unsigned long long *)PKT_UDP_DATA(p_frame));
+    pkt_header->mcnt        = raw_header >> 16;
+    pkt_header->xid         = raw_header        & 0x00000000000000FF;
+    pkt_header->fid         = (raw_header >> 8) & 0x00000000000000FF;
+#endif
+
+#ifdef LOG_MCNTS
+    total_packets_counted++;
+    //mcnt_log[mcnt_log_idx++] = pkt_header->mcnt;
+    //if(mcnt_log_idx == MAX_MCNT_LOG) {
+    //    dump_mcnt_log(pkt_header->xid);
+    //    abort();
+    //}
+    if(total_packets_counted == 10*1000*1000) {
+	dump_mcnt_log(pkt_header->xid);
+	abort();
+    }
+#endif
+}
+
+#ifdef DIE_ON_OUT_OF_SEQ_FILL
+static void die(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
+{
+    print_block_info(binfo);
+    print_block_packet_counter(binfo);
+    print_ring_mcnts(paper_input_databuf_p);
+#ifdef LOG_MCNTS
+    dump_mcnt_log();
+#endif
+    abort(); // End process and generate core file (if ulimit allows)
+}
+#endif
+
+// This sets the "current" block to be marked as filled.  The current block is
+// the block corresponding to binfo->mcnt_start.  Returns mcnt of the block
+// being marked filled.
+static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
+{
+    static int last_filled = -1;
+
+    uint32_t block_missed_pkt_cnt=N_PACKETS_PER_BLOCK, block_missed_mod_cnt, block_missed_feng, missed_pkt_cnt=0;
+
+    uint32_t block_i = block_for_mcnt(binfo->mcnt_start);
+
+    // Validate that we're filling blocks in the proper sequence
+    last_filled = (last_filled+1) % N_INPUT_BLOCKS;
+    if(last_filled != block_i) {
+	printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
+#ifdef DIE_ON_OUT_OF_SEQ_FILL
+	die(paper_input_databuf_p, binfo);
+#endif
+    }
+
+    // Validate that block_i matches binfo->block_i
+    if(block_i != binfo->block_i) {
+	hashpipe_warn(__FUNCTION__,
+		"block_i for binfo's mcnt (%d) != binfo's block_i (%d)",
+		block_i, binfo->block_i);
+    }
+#ifdef LOG_MCNTS
+    filled_packets_counted += binfo->block_packet_counter[block_i];
+#endif
+
+    // If all packets are accounted for, mark this block as good
+    if(binfo->block_packet_counter[block_i] == N_PACKETS_PER_BLOCK) {
+	paper_input_databuf_p->block[block_i].header.good_data = 1;
+    }
+
+    // Set the block as filled
+    if(paper_input_databuf_set_filled(paper_input_databuf_p, block_i) != HASHPIPE_OK) {
+	hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
+	pthread_exit(NULL);
+    }
+
+    // Calculate missing packets.
+    block_missed_pkt_cnt = N_PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
+    // If we missed more than N_PACKETS_PER_BLOCK_PER_F, then assume we
+    // are missing one or more F engines.  Any missed packets beyond an
+    // integer multiple of N_PACKETS_PER_BLOCK_PER_F will be considered
+    // as dropped packets.
+    block_missed_feng    = block_missed_pkt_cnt / N_PACKETS_PER_BLOCK_PER_F;
+    block_missed_mod_cnt = block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F;
+
+    // Reinitialize our XID to -1 (unknown until read from status buffer)
+    binfo->self_xid = -1;
+
+    // Update status buffer
+    hashpipe_status_lock_busywait_safe(st_p);
+    hputu4(st_p->buf, "NETBKOUT", block_i);
+    hputu4(st_p->buf, "MISSEDFE", block_missed_feng);
+    if(block_missed_mod_cnt) {
+	// Increment MISSEDPK by number of missed packets for this block
+	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
+	missed_pkt_cnt += block_missed_mod_cnt;
+	hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
+    //  fprintf(stderr, "got %d packets instead of %d\n",
+    //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
+    }
+    // Update our XID from status buffer
+    hgeti4(st_p->buf, "XID", &binfo->self_xid);
+    hashpipe_status_unlock_safe(st_p);
+
+    return binfo->mcnt_start;
+}
+
+static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_header)
+{
+    if(pkt_header->fid >= Nf) {
+	hashpipe_error(__FUNCTION__,
+		"current packet FID %u out of range (0-%d)",
+		pkt_header->fid, Nf-1);
+	return -1;
+    } else if(pkt_header->xid != binfo->self_xid && binfo->self_xid != -1) {
+	hashpipe_error(__FUNCTION__,
+		"unexpected packet XID %d (expected %d)",
+		pkt_header->xid, binfo->self_xid);
+	return -1;
+    }
+
+    binfo->m = pkt_header->mcnt % Nm;
+    binfo->f = pkt_header->fid;
+
+    return 0;
+}
+
+// This allows for 2 out of sequence packets from each F engine (in a row)
+#define MAX_OUT_OF_SEQ (2*Nf)
+
+// This allows packets to be two full databufs late without being considered
+// out of sequence.
+#define LATE_PKT_MCNT_THRESHOLD (2*Nm*N_INPUT_BLOCKS)
+
+// Initialize a block by clearing its "good data" flag and saving the first
+// (i.e. earliest) mcnt of the block.  Note that mcnt does not have to be a
+// multiple of Nm (number of mcnts per block).  In theory, the block's data
+// could be cleared as well, but that takes time and is largely unnecessary in
+// a properly functionong system.
+static inline void initialize_block(paper_input_databuf_t * paper_input_databuf_p, uint64_t mcnt)
+{
+    int block_i = block_for_mcnt(mcnt);
+
+    paper_input_databuf_p->block[block_i].header.good_data = 0;
+    // Round pkt_mcnt down to nearest multiple of Nm
+    paper_input_databuf_p->block[block_i].header.mcnt = mcnt - (mcnt%Nm);
+}
+
+// This function must be called once and only once per block_info structure!
+// Subsequent calls are no-ops.
+static inline void initialize_block_info(block_info_t * binfo)
+{
+    int i;
+
+    // If this block_info structure has already been initialized
+    if(binfo->initialized) {
+	return;
+    }
+
+    for(i = 0; i < N_INPUT_BLOCKS; i++) {
+	binfo->block_packet_counter[i] = 0;
+    }
+
+    // Initialize our XID to -1 (unknown until read from status buffer)
+    binfo->self_xid = -1;
+    // Update our XID from status buffer
+    hashpipe_status_lock_busywait_safe(st_p);
+    hgeti4(st_p->buf, "XID", &binfo->self_xid);
+    hashpipe_status_unlock_safe(st_p);
+
+    // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
+    binfo->mcnt_start = 0;
+    binfo->mcnt_log_late = Nm;
+    binfo->block_i = 0;
+
+    binfo->out_of_seq_cnt = 0;
+    binfo->initialized = 1;
+}
+
+// This function returns -1 unless the given packet causes a block to be marked
+// as filled in which case this function returns the marked block's first mcnt.
+// Any return value other than -1 will be stored in the status memory as
+// NETMCNT, so it is important that values other than -1 are returned rarely
+// (i.e. when marking a block as filled)!!!
+static inline uint64_t process_packet(
+	paper_input_databuf_t *paper_input_databuf_p, unsigned char*p_frame)
+{
+
+    static block_info_t binfo;
+    packet_header_t pkt_header;
+    const uint64_t *payload_p;
+    int pkt_block_i;
+    uint64_t *dest_p;
+    int64_t pkt_mcnt_dist;
+    uint64_t pkt_mcnt;
+    uint64_t cur_mcnt;
+    uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
+#if N_DEBUG_INPUT_BLOCKS == 1
+    static uint64_t debug_remaining = -1ULL;
+    static off_t debug_offset = 0;
+    uint64_t * debug_ptr;
+#endif
+
+    // Lazy init binfo
+    if(!binfo.initialized) {
+	initialize_block_info(&binfo);
+    }
+
+    // Parse packet header
+    get_header(p_frame, &pkt_header);
+    pkt_mcnt = pkt_header.mcnt;
+    pkt_block_i = block_for_mcnt(pkt_mcnt);
+    cur_mcnt = binfo.mcnt_start;
+
+    // Packet mcnt distance (how far away is this packet's mcnt from the
+    // current mcnt).  Positive distance for pcnt mcnts > current mcnt.
+    pkt_mcnt_dist = pkt_mcnt - cur_mcnt;
+
+#if N_DEBUG_INPUT_BLOCKS == 1
+    debug_ptr = (uint64_t *)&paper_input_databuf_p->block[N_INPUT_BLOCKS];
+    debug_ptr[debug_offset++] = be64toh(*(unsigned long long *)PKT_UDP_DATA(p_frame));
+    if(--debug_remaining == 0) {
+	exit(1);
+    }
+    if(debug_offset >= sizeof(paper_input_block_t)/sizeof(uint64_t)) {
+	debug_offset = 0;
+    }
+#endif
+
+    // We expect packets for the current block, the next block, and the block after.
+    if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*Nm) {
+	// If the packet is for the block after the next block (i.e. current
+	// block + 2 blocks)
+	if(pkt_mcnt_dist >= 2*Nm) {
+	    // Mark the current block as filled
+	    netmcnt = set_block_filled(paper_input_databuf_p, &binfo);
+
+	    // Advance mcnt_start to next block
+	    cur_mcnt += Nm;
+	    binfo.mcnt_start += Nm;
+	    binfo.block_i = (binfo.block_i + 1) % N_INPUT_BLOCKS;
+
+	    // Wait (hopefully not long!) to acquire the block after next (i.e.
+	    // the block that gets the current packet).
+	    if(paper_input_databuf_busywait_free(paper_input_databuf_p, pkt_block_i) != HASHPIPE_OK) {
+		if (errno == EINTR) {
+		    // Interrupted by signal, return -1
+		    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+		    pthread_exit(NULL);
+		    return -1; // We're exiting so return value is kind of moot
+		} else {
+		    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+		    pthread_exit(NULL);
+		    return -1; // We're exiting so return value is kind of moot
+		}
+	    }
+
+	    // Initialize the newly acquired block
+	    initialize_block(paper_input_databuf_p, pkt_mcnt);
+	    // Reset binfo's packet counter for this packet's block
+	    binfo.block_packet_counter[pkt_block_i] = 0;
+	}
+
+	// Reset out-of-seq counter
+	binfo.out_of_seq_cnt = 0;
+
+	// Increment packet count for block
+	binfo.block_packet_counter[pkt_block_i]++;
+#ifdef LOG_MCNTS
+	expected_packets_counted++;
+#endif
+
+	// Validate header FID and XID and calculate "m" and "f" indexes into
+	// block (stored in binfo).
+	if(calc_block_indexes(&binfo, &pkt_header)) {
+	    // Bad packet, error already reported
+	    return -1;
+	}
+
+	// Calculate starting points for unpacking this packet into block's data buffer.
+	dest_p = paper_input_databuf_p->block[pkt_block_i].data
+	    + paper_input_databuf_data_idx(binfo.m, binfo.f, 0, 0);
+	payload_p        = (uint64_t *)(PKT_UDP_DATA(p_frame)+8);
+
+	// Copy data into buffer
+	memcpy(dest_p, payload_p, N_BYTES_PER_PACKET);
+
+	return netmcnt;
+    }
+    // Else, if packet is late, but not too late (so we can handle F engine
+    // restarts and MCNT rollover), then ignore it
+    else if(pkt_mcnt_dist < 0 && pkt_mcnt_dist > -LATE_PKT_MCNT_THRESHOLD) {
+	// If not just after an mcnt reset, issue warning.
+	if(cur_mcnt >= binfo.mcnt_log_late) {
+	    hashpipe_warn("paper_pktsock_thread",
+		    "Ignoring late packet (%d mcnts late)",
+		    cur_mcnt - pkt_mcnt);
+	}
+#ifdef LOG_MCNTS
+	late_packets_counted++;
+#endif
+	return -1;
+    }
+    // Else, it is an "out-of-order" packet.
+    else {
+	// If not at start-up and this is the first out of order packet,
+	// issue warning.
+	if(cur_mcnt != 0 && binfo.out_of_seq_cnt == 0) {
+	    hashpipe_warn("paper_pktsock_thread",
+		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
+		    pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);
+	}
+
+	// Increment out-of-seq packet counter
+	binfo.out_of_seq_cnt++;
+#ifdef LOG_MCNTS
+	outofseq_packets_counted++;
+#endif
+
+	// If too may out-of-seq packets
+	if(binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ) {
+	    // Reset current mcnt.  The value to reset to must be the first
+	    // value greater than or equal to pkt_mcnt that corresponds to the
+	    // same databuf block as the old current mcnt.
+	    if(binfo.block_i > pkt_block_i) {
+		// Advance pkt_mcnt to correspond to binfo.block_i
+		pkt_mcnt += Nm*(binfo.block_i - pkt_block_i);
+	    } else if(binfo.block_i < pkt_block_i) {
+		// Advance pkt_mcnt to binfo.block_i + N_INPUT_BLOCKS blocks
+		pkt_mcnt += Nm*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
+	    }
+	    // Round pkt_mcnt down to nearest multiple of Nm
+	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%Nm);
+	    binfo.mcnt_log_late = binfo.mcnt_start + Nm;
+	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
+	    hashpipe_warn("paper_pktsock_thread",
+		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx",
+		    binfo.mcnt_start, block_for_mcnt(binfo.mcnt_start), pkt_mcnt);
+	    // Reinitialize/recycle our two already acquired blocks with new
+	    // mcnt values.
+	    initialize_block(paper_input_databuf_p, binfo.mcnt_start);
+	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+Nm);
+	    // Reset binfo's packet counters for these blocks.
+	    binfo.block_packet_counter[binfo.block_i] = 0;
+	    binfo.block_packet_counter[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;
+	}
+	return -1;
+    }
+
+    return netmcnt;
+}
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+static int init(hashpipe_thread_args_t *args)
+{
+    /* Read network params */
+    char bindhost[80];
+    int bindport = 8511;
+
+    strcpy(bindhost, "0.0.0.0");
+
+    hashpipe_status_t st = args->st;
+
+    hashpipe_status_lock_safe(&st);
+    // Get info from status buffer if present (no change if not present)
+    hgets(st.buf, "BINDHOST", 80, bindhost);
+    hgeti4(st.buf, "BINDPORT", &bindport);
+    // Store bind host/port info etc in status buffer
+    hputs(st.buf, "BINDHOST", bindhost);
+    hputi4(st.buf, "BINDPORT", bindport);
+    hputu4(st.buf, "MISSEDFE", 0);
+    hputu4(st.buf, "MISSEDPK", 0);
+    hashpipe_status_unlock_safe(&st);
+
+#ifndef TIMING_TEST
+    /* Set up pktsock */
+    struct hashpipe_pktsock *p_ps = (struct hashpipe_pktsock *)
+	malloc(sizeof(struct hashpipe_pktsock));
+
+    if(!p_ps) {
+        perror(__FUNCTION__);
+        return -1;
+    }
+
+    // Make frame_size be a divisor of block size so that frames will be
+    // contiguous in mapped mempory.  block_size must also be a multiple of
+    // page_size.  Easiest way is to oversize the frames to be 16384 bytes, which
+    // is bigger than we need, but keeps things easy.
+    p_ps->frame_size = PKTSOCK_BYTES_PER_FRAME;
+    // total number of frames
+    p_ps->nframes = PKTSOCK_NFRAMES;
+    // number of blocks
+    p_ps->nblocks = PKTSOCK_NBLOCKS;
+
+    int rv = hashpipe_pktsock_open(p_ps, bindhost, PACKET_RX_RING);
+    if (rv!=HASHPIPE_OK) {
+        hashpipe_error("paper_pktsock_thread", "Error opening pktsock.");
+        pthread_exit(NULL);
+    }
+
+    // Store packet socket pointer in args
+    args->user_data = p_ps;
+#endif
+
+    // Success!
+    return 0;
+}
+
+static void *run(hashpipe_thread_args_t * args)
+{
+    // Local aliases to shorten access to args fields
+    // Our output buffer happens to be a paper_input_databuf
+    paper_input_databuf_t *db = (paper_input_databuf_t *)args->obuf;
+    hashpipe_status_t st = args->st;
+    const char * status_key = args->thread_desc->skey;
+
+    st_p = &st;	// allow global (this source file) access to the status buffer
+
+    // Flag that holds off the net thread
+    int holdoff = 1;
+
+    // Force ourself into the hold off state
+    hashpipe_status_lock_safe(&st);
+    hputi4(st.buf, "NETHOLD", 1);
+    hputs(st.buf, status_key, "holding");
+    hashpipe_status_unlock_safe(&st);
+
+    while(holdoff) {
+	// We're not in any hurry to startup
+	sleep(1);
+	hashpipe_status_lock_safe(&st);
+	// Look for NETHOLD value
+	hgeti4(st.buf, "NETHOLD", &holdoff);
+	if(!holdoff) {
+	    // Done holding, so delete the key
+	    hdel(st.buf, "NETHOLD");
+	    hputs(st.buf, status_key, "running");
+	}
+	hashpipe_status_unlock_safe(&st);
+    }
+
+#ifdef DEBUG_SEMS
+    fprintf(stderr, "s/tid %lu/NET/' <<.\n", pthread_self());
+#endif
+
+#if 0
+    /* Copy status buffer */
+    char status_buf[HASHPIPE_STATUS_SIZE];
+    hashpipe_status_lock_busywait_safe(st_p);
+    memcpy(status_buf, st_p->buf, HASHPIPE_STATUS_SIZE);
+    hashpipe_status_unlock_safe(st_p);
+#endif
+
+    // Acquire first two blocks to start
+    if(paper_input_databuf_busywait_free(db, 0) != HASHPIPE_OK) {
+	if (errno == EINTR) {
+	    // Interrupted by signal, return -1
+	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+	    pthread_exit(NULL);
+	} else {
+	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+	    pthread_exit(NULL);
+	}
+    }
+    if(paper_input_databuf_busywait_free(db, 1) != HASHPIPE_OK) {
+	if (errno == EINTR) {
+	    // Interrupted by signal, return -1
+	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+	    pthread_exit(NULL);
+	} else {
+	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+	    pthread_exit(NULL);
+	}
+    }
+
+    // Initialize the newly acquired block
+    initialize_block(db, 0);
+    initialize_block(db, Nm);
+
+    /* Read network params */
+    int bindport = 8511;
+    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
+    size_t expected_packet_size = N_BYTES_PER_PACKET + 8;
+
+#ifndef TIMING_TEST
+    /* Get pktsock from args*/
+    struct hashpipe_pktsock * p_ps = (struct hashpipe_pktsock*)args->user_data;
+    pthread_cleanup_push(free, p_ps);
+    pthread_cleanup_push((void (*)(void *))hashpipe_pktsock_close, p_ps);
+
+    // Drop all packets to date
+    unsigned char *p_frame;
+    while((p_frame=hashpipe_pktsock_recv_frame_nonblock(p_ps))) {
+	hashpipe_pktsock_release_frame(p_frame);
+    }
+
+    hashpipe_status_lock_safe(&st);
+    // Get info from status buffer
+    hgeti4(st.buf, "BINDPORT", &bindport);
+    hputu4(st.buf, "MISSEDFE", 0);
+    hputu4(st.buf, "MISSEDPK", 0);
+    hputs(st.buf, status_key, "running");
+    hashpipe_status_unlock_safe(&st);
+#endif
+
+    /* Main loop */
+    uint64_t packet_count = 0;
+    uint64_t wait_ns = 0; // ns for most recent wait
+    uint64_t recv_ns = 0; // ns for most recent recv
+    uint64_t proc_ns = 0; // ns for most recent proc
+    uint64_t min_wait_ns = 99999; // min ns per single wait
+    uint64_t min_recv_ns = 99999; // min ns per single recv
+    uint64_t min_proc_ns = 99999; // min ns per single proc
+    uint64_t max_wait_ns = 0;     // max ns per single wait
+    uint64_t max_recv_ns = 0;     // max ns per single recv
+    uint64_t max_proc_ns = 0;     // max ns per single proc
+    uint64_t elapsed_wait_ns = 0; // cumulative wait time per block
+    uint64_t elapsed_recv_ns = 0; // cumulative recv time per block
+    uint64_t elapsed_proc_ns = 0; // cumulative proc time per block
+    uint64_t status_ns = 0; // User to fetch ns values from status buffer
+    float ns_per_wait = 0.0; // Average ns per wait over 1 block
+    float ns_per_recv = 0.0; // Average ns per recv over 1 block
+    float ns_per_proc = 0.0; // Average ns per proc over 1 block
+    unsigned int pktsock_pkts = 0;  // Stats counter from socket packet
+    unsigned int pktsock_drops = 0; // Stats counter from socket packet
+    uint64_t pktsock_pkts_total = 0;  // Stats total for socket packet
+    uint64_t pktsock_drops_total = 0; // Stats total for socket packet
+    struct timespec start, stop;
+    struct timespec recv_start, recv_stop;
+
+    while (run_threads()) {
+
+#ifndef TIMING_TEST
+        /* Read packet */
+	clock_gettime(CLOCK_MONOTONIC, &recv_start);
+	do {
+	    clock_gettime(CLOCK_MONOTONIC, &start);
+	    //p.packet_size = recv(up.sock, p.data, HASHPIPE_MAX_PACKET_SIZE, 0);
+	    p_frame = hashpipe_pktsock_recv_udp_frame_nonblock(p_ps, bindport);
+	    clock_gettime(CLOCK_MONOTONIC, &recv_stop);
+	} while (!p_frame && run_threads());
+
+	if(!run_threads()) break;
+
+	// Make sure received packet size matches expected packet size.  Allow
+	// for optional 8 byte CRC in received packet.  Zlib's crc32 function
+	// is too slow to use in realtime, so CRCs cannot be checked on the
+	// fly.  If data errors are suspected, a separate CRC checking utility
+	// should be used to read the packets from the network and verify CRCs.
+        int packet_size = PKT_UDP_SIZE(p_frame) - 8; // -8 for the UDP header
+	if (expected_packet_size != packet_size-8 && expected_packet_size != packet_size) {
+	    // Log warning and ignore wrongly sized packet
+	    #ifdef DEBUG_NET
+	    hashpipe_warn("paper_pktsock_thread", "Invalid pkt size (%d)", packet_size);
+	    #endif
+	    hashpipe_pktsock_release_frame(p_frame);
+	    continue;
+	}
+#endif
+	packet_count++;
+
+        // Copy packet into any blocks where it belongs.
+        const uint64_t mcnt = process_packet((paper_input_databuf_t *)db, p_frame);
+	// Release frame back to kernel
+	hashpipe_pktsock_release_frame(p_frame);
+
+	clock_gettime(CLOCK_MONOTONIC, &stop);
+	wait_ns = ELAPSED_NS(recv_start, start);
+	recv_ns = ELAPSED_NS(start, recv_stop);
+	proc_ns = ELAPSED_NS(recv_stop, stop);
+	elapsed_wait_ns += wait_ns;
+	elapsed_recv_ns += recv_ns;
+	elapsed_proc_ns += proc_ns;
+	// Update min max values
+	min_wait_ns = MIN(wait_ns, min_wait_ns);
+	min_recv_ns = MIN(recv_ns, min_recv_ns);
+	min_proc_ns = MIN(proc_ns, min_proc_ns);
+	max_wait_ns = MAX(wait_ns, max_wait_ns);
+	max_recv_ns = MAX(recv_ns, max_recv_ns);
+	max_proc_ns = MAX(proc_ns, max_proc_ns);
+
+        if(mcnt != -1) {
+            // Update status
+            ns_per_wait = (float)elapsed_wait_ns / packet_count;
+            ns_per_recv = (float)elapsed_recv_ns / packet_count;
+            ns_per_proc = (float)elapsed_proc_ns / packet_count;
+
+	    // Get stats from packet socket
+	    hashpipe_pktsock_stats(p_ps, &pktsock_pkts, &pktsock_drops);
+
+            hashpipe_status_lock_busywait_safe(&st);
+
+            hputu8(st.buf, "NETMCNT", mcnt);
+	    // Gbps = bits_per_packet / ns_per_packet
+	    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
+            hputr4(st.buf, "NETGBPS", 8*(N_BYTES_PER_PACKET+8)/(ns_per_recv+ns_per_proc));
+            hputr4(st.buf, "NETWATNS", ns_per_wait);
+            hputr4(st.buf, "NETRECNS", ns_per_recv);
+            hputr4(st.buf, "NETPRCNS", ns_per_proc);
+
+	    // Get and put min and max values.  The "get-then-put" allows the
+	    // user to reset the min max values in the status buffer.
+	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+	    status_ns = MIN(min_wait_ns, status_ns);
+            hputi8(st.buf, "NETWATMN", status_ns);
+
+            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+	    status_ns = MIN(min_recv_ns, status_ns);
+            hputi8(st.buf, "NETRECMN", status_ns);
+
+            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+	    status_ns = MIN(min_proc_ns, status_ns);
+            hputi8(st.buf, "NETPRCMN", status_ns);
+
+            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+	    status_ns = MAX(max_wait_ns, status_ns);
+            hputi8(st.buf, "NETWATMX", status_ns);
+
+            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+	    status_ns = MAX(max_recv_ns, status_ns);
+            hputi8(st.buf, "NETRECMX", status_ns);
+
+            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+	    status_ns = MAX(max_proc_ns, status_ns);
+            hputi8(st.buf, "NETPRCMX", status_ns);
+
+            hputu8(st.buf, "NETPKTS",  pktsock_pkts);
+            hputu8(st.buf, "NETDROPS", pktsock_drops);
+
+            hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
+            hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+            hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
+            hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
+
+            hashpipe_status_unlock_safe(&st);
+
+	    // Start new average
+	    elapsed_wait_ns = 0;
+	    elapsed_recv_ns = 0;
+	    elapsed_proc_ns = 0;
+	    packet_count = 0;
+        }
+
+#if defined TIMING_TEST || defined NET_TIMING_TEST
+
+#define END_LOOP_COUNT (1*1000*1000)
+	static int loop_count=0;
+	static struct timespec tt_start, tt_stop;
+	if(loop_count == 0) {
+	    clock_gettime(CLOCK_MONOTONIC, &tt_start);
+	}
+	//if(loop_count == 1000000) pthread_exit(NULL);
+	if(loop_count == END_LOOP_COUNT) {
+	    clock_gettime(CLOCK_MONOTONIC, &tt_stop);
+	    int64_t elapsed = ELAPSED_NS(tt_start, tt_stop);
+	    printf("processed %d packets in %.6f ms (%.3f us per packet)\n",
+		    END_LOOP_COUNT, elapsed/1e6, elapsed/1e3/END_LOOP_COUNT);
+	    exit(0);
+	}
+	loop_count++;
+#endif
+
+        /* Will exit if thread has been cancelled */
+        pthread_testcancel();
+    }
+
+#ifndef TIMING_TEST
+    /* Have to close all push's */
+    pthread_cleanup_pop(1); /* Closes push(hashpipe_pktsock_close) */
+    pthread_cleanup_pop(1); /* Closes push(hashpipe_udp_close) */
+#endif
+
+    return NULL;
+}
+
+static hashpipe_thread_desc_t pktsock_thread = {
+    name: "paper_pktsock_thread",
+    skey: "NETSTAT",
+    init: init,
+    run:  run,
+    ibuf_desc: {NULL},
+    obuf_desc: {paper_input_databuf_create}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&pktsock_thread);
+}
+
+// vi: set ts=8 sw=4 noet :

From a81d7674f49e50265b559972aef83b60df143987 Mon Sep 17 00:00:00 2001
From: Jack H <jackhickish@gmail.com>
Date: Fri, 6 Oct 2017 03:32:26 +0200
Subject: [PATCH 022/420] Increase ADC digital gain to 8 (was 4)

---
 src/xtor_up.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index da678174..785f35d1 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -36,7 +36,7 @@ exit $1
 do_f=
 do_x=
 do_c=
-paper_init=paper_init.sh
+paper_init=paper_pktsock_init.sh
 xc=X
 ctmode=0
 
@@ -117,7 +117,7 @@ if [ -n "$do_f" ]
 then
   # Program ROACH2 FPGAs with roach2_fengine design
   echo Programming F Engines $fhosts
-  for f in $fhosts; do adc16_init.rb -r 0x2a=0x4444 $f roach2_fengine; done
+  for f in $fhosts; do adc16_init.rb -r 0x2a=0x8888 $f roach2_fengine; done
 
   # Initialize F engines
   echo Initializing F Engines $fhosts

From 96c87bff11588e1235e7cd77e5cd62a2628d4a65 Mon Sep 17 00:00:00 2001
From: Jack H <jackhickish@gmail.com>
Date: Fri, 6 Oct 2017 04:46:24 +0200
Subject: [PATCH 023/420] Make gain factor 8 (code != gain factor)

After checking HMCAD1511 data sheet (table 21)
it turns out a register value of 4 = gain 4, but a register
value of 8 = gain 12.5. register val 6 = gain 8
---
 src/xtor_up.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index 785f35d1..6b4eb76c 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -117,7 +117,7 @@ if [ -n "$do_f" ]
 then
   # Program ROACH2 FPGAs with roach2_fengine design
   echo Programming F Engines $fhosts
-  for f in $fhosts; do adc16_init.rb -r 0x2a=0x8888 $f roach2_fengine; done
+  for f in $fhosts; do adc16_init.rb -r 0x2a=0x6666 $f roach2_fengine; done
 
   # Initialize F engines
   echo Initializing F Engines $fhosts

From 9d4340813b099ebb14d2493f2f51ce86c3583136 Mon Sep 17 00:00:00 2001
From: Jack H <jackhickish@gmail.com>
Date: Sat, 7 Oct 2017 02:31:42 +0200
Subject: [PATCH 024/420] Explicitly set EQ to 840

An ~sqrt(2)  increase from the default value of 600
---
 src/xtor_up.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index 6b4eb76c..2b7b02bd 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -122,7 +122,7 @@ then
   # Initialize F engines
   echo Initializing F Engines $fhosts
   #paper_feng_init.rb -m $ctmode $fhosts
-  hera_roach_feng_init.py $fhosts
+  hera_roach_feng_init.py -e 840 $fhosts
 fi
 
 if [ -n "$do_x" -o "$do_c" ]

From c6ec6211a86b386c4feee1ef608b537c58bbe074 Mon Sep 17 00:00:00 2001
From: Jack H <jackhickish@gmail.com>
Date: Thu, 23 Nov 2017 06:52:09 +0200
Subject: [PATCH 025/420] Add hera-spec netthread

---
 src/hera_pktsock_thread.c | 842 ++++++++++++++++++++++++++++++++++++++
 src/paper_databuf.h       |  82 ++++
 2 files changed, 924 insertions(+)
 create mode 100644 src/hera_pktsock_thread.c

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
new file mode 100644
index 00000000..850e9003
--- /dev/null
+++ b/src/hera_pktsock_thread.c
@@ -0,0 +1,842 @@
+/* hera_pktsock_thread.c
+ *
+ * Routine to read packets from network and put them
+ * into shared memory blocks.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <unistd.h>
+#include <stdint.h>
+#include <string.h>
+#include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <errno.h>
+
+#include <xgpu.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+
+#define DEBUG_NET
+
+#ifndef MIN
+#define MIN(a,b) ((a) < (b) ? (a) : (b))
+#endif
+
+#ifndef MAX
+#define MAX(a,b) ((a) > (b) ? (a) : (b))
+#endif
+
+#define PKTSOCK_BYTES_PER_FRAME (16384)
+#define PKTSOCK_FRAMES_PER_BLOCK (8)
+#define PKTSOCK_NBLOCKS (800)
+#define PKTSOCK_NFRAMES (PKTSOCK_FRAMES_PER_BLOCK * PKTSOCK_NBLOCKS)
+
+typedef struct {
+    uint64_t mcnt;
+    int      fid;	// Fengine ID
+    int      xid;	// Xengine ID
+} packet_header_t;
+
+// The fields of a block_info_t structure hold (at least) two different kinds
+// of data.  Some fields hold data that persist over many packets while other
+// fields hold data that are only applicable to the current packet (or the
+// previous packet).
+typedef struct {
+    int initialized;
+    int32_t  self_xid;
+    uint64_t mcnt_start;
+    uint64_t mcnt_log_late;
+    int out_of_seq_cnt;
+    int block_i;
+    // The m,x,f fields hold three of the five dimensional indices for
+    // the first data word of the current packet (i.e. t=0 and c=0).
+    int m; // formerly known as sub_block_i
+    int f;
+    int block_packet_counter[N_INPUT_BLOCKS];
+} block_info_t;
+
+static hashpipe_status_t *st_p;
+
+#if 0
+static void print_pkt_header(packet_header_t * pkt_header) {
+
+    static long long prior_mcnt;
+
+    printf("packet header : mcnt %012lx (diff from prior %lld) fid %d xid %d\n",
+	   pkt_header->mcnt, pkt_header->mcnt-prior_mcnt, pkt_header->fid, pkt_header->xid);
+
+    prior_mcnt = pkt_header->mcnt;
+}
+#endif
+
+#ifdef DIE_ON_OUT_OF_SEQ_FILL
+static void print_block_info(block_info_t * binfo) {
+    printf("binfo : mcnt_start %012lx block_i %d m=%02d f=%d\n",
+           binfo->mcnt_start, binfo->block_i, binfo->m, binfo->f);
+}
+
+static void print_block_packet_counter(block_info_t * binfo) {
+    int i;
+    for(i=0;i<N_INPUT_BLOCKS;i++) {
+	if(i == binfo->block_i) {
+		fprintf(stdout, "*%03d ", binfo->block_packet_counter[i]);	
+	} else {
+		fprintf(stdout, " %03d ", binfo->block_packet_counter[i]);	
+	}
+    }
+    fprintf(stdout, "\n");
+}
+
+static void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
+
+    int i;
+
+    for(i=0; i < N_INPUT_BLOCKS; i++) {
+	printf("block %d mcnt %012lx\n", i, paper_input_databuf_p->block[i].header.mcnt);
+    }
+}
+#endif // DIE_ON_OUT_OF_SEQ_FILL
+
+// Returns physical block number for given mcnt
+static inline int block_for_mcnt(uint64_t mcnt)
+{
+    return (mcnt / Nm) % N_INPUT_BLOCKS;
+}
+
+#ifdef LOG_MCNTS
+#define MAX_MCNT_LOG (1024*1024)
+//static uint64_t mcnt_log[MAX_MCNT_LOG];
+//static int mcnt_log_idx = 0;
+static int total_packets_counted = 0;
+static int expected_packets_counted = 0;
+static int late_packets_counted = 0;
+static int outofseq_packets_counted = 0;
+static int filled_packets_counted = 0;
+
+void dump_mcnt_log(int xid)
+{
+    //int i;
+    char fname[80];
+    FILE *f;
+    sprintf(fname, "mcnt.xid%02d.log", xid);
+    f = fopen(fname,"w");
+    fprintf(f, "expected packets counted = %d\n", expected_packets_counted);
+    fprintf(f, "late     packets counted = %d\n", late_packets_counted);
+    fprintf(f, "outofseq packets counted = %d\n", outofseq_packets_counted);
+    fprintf(f, "total    packets counted = %d\n", total_packets_counted);
+    fprintf(f, "filled   packets counted = %d\n", filled_packets_counted);
+    //for(i=0; i<MAX_MCNT_LOG; i++) {
+    //    if(mcnt_log[i] == 0) break;
+    //    fprintf(f, "%012lx\n", mcnt_log[i]);
+    //}
+    fclose(f);
+}
+#endif
+
+static inline void get_header (unsigned char *p_frame, packet_header_t * pkt_header)
+{
+#ifdef TIMING_TEST
+    static int pkt_counter=0;
+    // HERA TODO
+    pkt_header->mcnt = (pkt_counter / (Nx*Nq*Nf)) %  Nm;
+    pkt_header->xid  = (pkt_counter / (   Nq*Nf)) %  Nx;
+    pkt_header->fid  = (pkt_counter             ) % (Nq*Nf);
+    pkt_counter++;
+#else
+    uint64_t raw_header;
+    raw_header = be64toh(*(unsigned long long *)PKT_UDP_DATA(p_frame));
+    pkt_header->mcnt        = (raw_header >> 27) & ((1<<37)-1);
+    pkt_header->chan        = (raw_header >> 16) & ((1<<11)-1);
+    pkt_header->ant         =  raw_header        & ((1<<16)-1);
+#endif
+
+#ifdef LOG_MCNTS
+    total_packets_counted++;
+    //mcnt_log[mcnt_log_idx++] = pkt_header->mcnt;
+    //if(mcnt_log_idx == MAX_MCNT_LOG) {
+    //    dump_mcnt_log(pkt_header->xid);
+    //    abort();
+    //}
+    // HERA TODO
+    if(total_packets_counted == 10*1000*1000) {
+	dump_mcnt_log(pkt_header->xid);
+	abort();
+    }
+#endif
+}
+
+#ifdef DIE_ON_OUT_OF_SEQ_FILL
+static void die(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
+{
+    print_block_info(binfo);
+    print_block_packet_counter(binfo);
+    print_ring_mcnts(paper_input_databuf_p);
+#ifdef LOG_MCNTS
+    dump_mcnt_log();
+#endif
+    abort(); // End process and generate core file (if ulimit allows)
+}
+#endif
+
+// This sets the "current" block to be marked as filled.  The current block is
+// the block corresponding to binfo->mcnt_start.  Returns mcnt of the block
+// being marked filled.
+static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
+{
+    static int last_filled = -1;
+
+    uint32_t block_missed_pkt_cnt=HERA_N_PACKETS_PER_BLOCK, block_missed_mod_cnt, block_missed_feng, missed_pkt_cnt=0;
+
+    uint32_t block_i = block_for_mcnt(binfo->mcnt_start);
+
+    // Validate that we're filling blocks in the proper sequence
+    last_filled = (last_filled+1) % N_INPUT_BLOCKS;
+    if(last_filled != block_i) {
+	printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
+#ifdef DIE_ON_OUT_OF_SEQ_FILL
+	die(paper_input_databuf_p, binfo);
+#endif
+    }
+
+    // Validate that block_i matches binfo->block_i
+    if(block_i != binfo->block_i) {
+	hashpipe_warn(__FUNCTION__,
+		"block_i for binfo's mcnt (%d) != binfo's block_i (%d)",
+		block_i, binfo->block_i);
+    }
+#ifdef LOG_MCNTS
+    filled_packets_counted += binfo->block_packet_counter[block_i];
+#endif
+
+    // If all packets are accounted for, mark this block as good
+    if(binfo->block_packet_counter[block_i] == HERA_N_PACKETS_PER_BLOCK) {
+	paper_input_databuf_p->block[block_i].header.good_data = 1;
+    }
+
+    // Set the block as filled
+    if(paper_input_databuf_set_filled(paper_input_databuf_p, block_i) != HASHPIPE_OK) {
+	hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
+	pthread_exit(NULL);
+    }
+
+    // Calculate missing packets.
+    block_missed_pkt_cnt = HERA_N_PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
+    // If we missed more than N_PACKETS_PER_BLOCK_PER_F, then assume we
+    // are missing one or more F engines.  Any missed packets beyond an
+    // integer multiple of N_PACKETS_PER_BLOCK_PER_F will be considered
+    // as dropped packets.
+    block_missed_feng    = block_missed_pkt_cnt / HERA_N_PACKETS_PER_BLOCK_PER_F;
+    block_missed_mod_cnt = block_missed_pkt_cnt % HERA_N_PACKETS_PER_BLOCK_PER_F;
+
+    // Reinitialize our XID to -1 (unknown until read from status buffer)
+    binfo->self_xid = -1;
+
+    // Update status buffer
+    hashpipe_status_lock_busywait_safe(st_p);
+    hputu4(st_p->buf, "NETBKOUT", block_i);
+    hputu4(st_p->buf, "MISSEDFE", block_missed_feng);
+    if(block_missed_mod_cnt) {
+	// Increment MISSEDPK by number of missed packets for this block
+	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
+	missed_pkt_cnt += block_missed_mod_cnt;
+	hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
+    //  fprintf(stderr, "got %d packets instead of %d\n",
+    //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
+    }
+    // Update our XID from status buffer
+    hgeti4(st_p->buf, "XID", &binfo->self_xid);
+    hashpipe_status_unlock_safe(st_p);
+
+    return binfo->mcnt_start;
+}
+
+static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_header)
+{
+    if(pkt_header->fid >= Nf) {
+	hashpipe_error(__FUNCTION__,
+		"current packet FID %u out of range (0-%d)",
+		pkt_header->fid, Nf-1);
+	return -1;
+    } else if(pkt_header->xid != binfo->self_xid && binfo->self_xid != -1) {
+	hashpipe_error(__FUNCTION__,
+		"unexpected packet XID %d (expected %d)",
+		pkt_header->xid, binfo->self_xid);
+	return -1;
+    }
+
+    binfo->m = pkt_header->mcnt % Nm;
+    binfo->f = pkt_header->fid;
+
+    return 0;
+}
+
+// This allows for 2 out of sequence packets from each F engine (in a row)
+#define MAX_OUT_OF_SEQ (2*Nf)
+
+// This allows packets to be two full databufs late without being considered
+// out of sequence.
+#define LATE_PKT_MCNT_THRESHOLD (2*Nm*N_INPUT_BLOCKS)
+
+// Initialize a block by clearing its "good data" flag and saving the first
+// (i.e. earliest) mcnt of the block.  Note that mcnt does not have to be a
+// multiple of Nm (number of mcnts per block).  In theory, the block's data
+// could be cleared as well, but that takes time and is largely unnecessary in
+// a properly functionong system.
+static inline void initialize_block(paper_input_databuf_t * paper_input_databuf_p, uint64_t mcnt)
+{
+    int block_i = block_for_mcnt(mcnt);
+
+    paper_input_databuf_p->block[block_i].header.good_data = 0;
+    // Round pkt_mcnt down to nearest multiple of Nm
+    paper_input_databuf_p->block[block_i].header.mcnt = mcnt - (mcnt%Nm);
+}
+
+// This function must be called once and only once per block_info structure!
+// Subsequent calls are no-ops.
+static inline void initialize_block_info(block_info_t * binfo)
+{
+    int i;
+
+    // If this block_info structure has already been initialized
+    if(binfo->initialized) {
+	return;
+    }
+
+    for(i = 0; i < N_INPUT_BLOCKS; i++) {
+	binfo->block_packet_counter[i] = 0;
+    }
+
+    // Initialize our XID to -1 (unknown until read from status buffer)
+    binfo->self_xid = -1;
+    // Update our XID from status buffer
+    hashpipe_status_lock_busywait_safe(st_p);
+    hgeti4(st_p->buf, "XID", &binfo->self_xid);
+    hashpipe_status_unlock_safe(st_p);
+
+    // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
+    binfo->mcnt_start = 0;
+    binfo->mcnt_log_late = Nm;
+    binfo->block_i = 0;
+
+    binfo->out_of_seq_cnt = 0;
+    binfo->initialized = 1;
+}
+
+// This function returns -1 unless the given packet causes a block to be marked
+// as filled in which case this function returns the marked block's first mcnt.
+// Any return value other than -1 will be stored in the status memory as
+// NETMCNT, so it is important that values other than -1 are returned rarely
+// (i.e. when marking a block as filled)!!!
+static inline uint64_t process_packet(
+	paper_input_databuf_t *paper_input_databuf_p, unsigned char*p_frame)
+{
+
+    static block_info_t binfo;
+    packet_header_t pkt_header;
+    const uint64_t *payload_p;
+    int pkt_block_i;
+    uint64_t *dest_p;
+    int64_t pkt_mcnt_dist;
+    uint64_t pkt_mcnt;
+    uint64_t cur_mcnt;
+    uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
+#if N_DEBUG_INPUT_BLOCKS == 1
+    static uint64_t debug_remaining = -1ULL;
+    static off_t debug_offset = 0;
+    uint64_t * debug_ptr;
+#endif
+
+    // Lazy init binfo
+    if(!binfo.initialized) {
+	initialize_block_info(&binfo);
+    }
+
+    // Parse packet header
+    get_header(p_frame, &pkt_header);
+    pkt_mcnt = pkt_header.mcnt;
+    pkt_block_i = block_for_mcnt(pkt_mcnt);
+    cur_mcnt = binfo.mcnt_start;
+
+    // Packet mcnt distance (how far away is this packet's mcnt from the
+    // current mcnt).  Positive distance for pcnt mcnts > current mcnt.
+    pkt_mcnt_dist = pkt_mcnt - cur_mcnt;
+
+#if N_DEBUG_INPUT_BLOCKS == 1
+    debug_ptr = (uint64_t *)&paper_input_databuf_p->block[N_INPUT_BLOCKS];
+    debug_ptr[debug_offset++] = be64toh(*(unsigned long long *)PKT_UDP_DATA(p_frame));
+    if(--debug_remaining == 0) {
+	exit(1);
+    }
+    if(debug_offset >= sizeof(paper_input_block_t)/sizeof(uint64_t)) {
+	debug_offset = 0;
+    }
+#endif
+
+    // We expect packets for the current block, the next block, and the block after.
+    if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*Nm) {
+	// If the packet is for the block after the next block (i.e. current
+	// block + 2 blocks)
+	if(pkt_mcnt_dist >= 2*Nm) {
+	    // Mark the current block as filled
+	    netmcnt = set_block_filled(paper_input_databuf_p, &binfo);
+
+	    // Advance mcnt_start to next block
+	    cur_mcnt += Nm;
+	    binfo.mcnt_start += Nm;
+	    binfo.block_i = (binfo.block_i + 1) % N_INPUT_BLOCKS;
+
+	    // Wait (hopefully not long!) to acquire the block after next (i.e.
+	    // the block that gets the current packet).
+	    if(paper_input_databuf_busywait_free(paper_input_databuf_p, pkt_block_i) != HASHPIPE_OK) {
+		if (errno == EINTR) {
+		    // Interrupted by signal, return -1
+		    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+		    pthread_exit(NULL);
+		    return -1; // We're exiting so return value is kind of moot
+		} else {
+		    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+		    pthread_exit(NULL);
+		    return -1; // We're exiting so return value is kind of moot
+		}
+	    }
+
+	    // Initialize the newly acquired block
+	    initialize_block(paper_input_databuf_p, pkt_mcnt);
+	    // Reset binfo's packet counter for this packet's block
+	    binfo.block_packet_counter[pkt_block_i] = 0;
+	}
+
+	// Reset out-of-seq counter
+	binfo.out_of_seq_cnt = 0;
+
+	// Increment packet count for block
+	binfo.block_packet_counter[pkt_block_i]++;
+#ifdef LOG_MCNTS
+	expected_packets_counted++;
+#endif
+
+	// Validate header FID and XID and calculate "m" and "f" indexes into
+	// block (stored in binfo).
+	if(calc_block_indexes(&binfo, &pkt_header)) {
+	    // Bad packet, error already reported
+	    return -1;
+	}
+
+	// Calculate starting points for unpacking this packet into block's data buffer.
+	dest_p = paper_input_databuf_p->block[pkt_block_i].data
+	    + paper_input_databuf_data_idx(binfo.m, binfo.f, 0, 0);
+	payload_p        = (uint64_t *)(PKT_UDP_DATA(p_frame)+8);
+
+	// Copy data into buffer
+	memcpy(dest_p, payload_p, N_BYTES_PER_PACKET);
+
+	return netmcnt;
+    }
+    // Else, if packet is late, but not too late (so we can handle F engine
+    // restarts and MCNT rollover), then ignore it
+    else if(pkt_mcnt_dist < 0 && pkt_mcnt_dist > -LATE_PKT_MCNT_THRESHOLD) {
+	// If not just after an mcnt reset, issue warning.
+	if(cur_mcnt >= binfo.mcnt_log_late) {
+	    hashpipe_warn("hera_pktsock_thread",
+		    "Ignoring late packet (%d mcnts late)",
+		    cur_mcnt - pkt_mcnt);
+	}
+#ifdef LOG_MCNTS
+	late_packets_counted++;
+#endif
+	return -1;
+    }
+    // Else, it is an "out-of-order" packet.
+    else {
+	// If not at start-up and this is the first out of order packet,
+	// issue warning.
+	if(cur_mcnt != 0 && binfo.out_of_seq_cnt == 0) {
+	    hashpipe_warn("hera_pktsock_thread",
+		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
+		    pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);
+	}
+
+	// Increment out-of-seq packet counter
+	binfo.out_of_seq_cnt++;
+#ifdef LOG_MCNTS
+	outofseq_packets_counted++;
+#endif
+
+	// If too may out-of-seq packets
+	if(binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ) {
+	    // Reset current mcnt.  The value to reset to must be the first
+	    // value greater than or equal to pkt_mcnt that corresponds to the
+	    // same databuf block as the old current mcnt.
+	    if(binfo.block_i > pkt_block_i) {
+		// Advance pkt_mcnt to correspond to binfo.block_i
+		pkt_mcnt += Nm*(binfo.block_i - pkt_block_i);
+	    } else if(binfo.block_i < pkt_block_i) {
+		// Advance pkt_mcnt to binfo.block_i + N_INPUT_BLOCKS blocks
+		pkt_mcnt += Nm*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
+	    }
+	    // Round pkt_mcnt down to nearest multiple of Nm
+	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%Nm);
+	    binfo.mcnt_log_late = binfo.mcnt_start + Nm;
+	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
+	    hashpipe_warn("hera_pktsock_thread",
+		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx",
+		    binfo.mcnt_start, block_for_mcnt(binfo.mcnt_start), pkt_mcnt);
+	    // Reinitialize/recycle our two already acquired blocks with new
+	    // mcnt values.
+	    initialize_block(paper_input_databuf_p, binfo.mcnt_start);
+	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+Nm);
+	    // Reset binfo's packet counters for these blocks.
+	    binfo.block_packet_counter[binfo.block_i] = 0;
+	    binfo.block_packet_counter[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;
+	}
+	return -1;
+    }
+
+    return netmcnt;
+}
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+static int init(hashpipe_thread_args_t *args)
+{
+    /* Read network params */
+    char bindhost[80];
+    int bindport = 8511;
+
+    strcpy(bindhost, "0.0.0.0");
+
+    hashpipe_status_t st = args->st;
+
+    hashpipe_status_lock_safe(&st);
+    // Get info from status buffer if present (no change if not present)
+    hgets(st.buf, "BINDHOST", 80, bindhost);
+    hgeti4(st.buf, "BINDPORT", &bindport);
+    // Store bind host/port info etc in status buffer
+    hputs(st.buf, "BINDHOST", bindhost);
+    hputi4(st.buf, "BINDPORT", bindport);
+    hputu4(st.buf, "MISSEDFE", 0);
+    hputu4(st.buf, "MISSEDPK", 0);
+    hashpipe_status_unlock_safe(&st);
+
+#ifndef TIMING_TEST
+    /* Set up pktsock */
+    struct hashpipe_pktsock *p_ps = (struct hashpipe_pktsock *)
+	malloc(sizeof(struct hashpipe_pktsock));
+
+    if(!p_ps) {
+        perror(__FUNCTION__);
+        return -1;
+    }
+
+    // Make frame_size be a divisor of block size so that frames will be
+    // contiguous in mapped mempory.  block_size must also be a multiple of
+    // page_size.  Easiest way is to oversize the frames to be 16384 bytes, which
+    // is bigger than we need, but keeps things easy.
+    p_ps->frame_size = PKTSOCK_BYTES_PER_FRAME;
+    // total number of frames
+    p_ps->nframes = PKTSOCK_NFRAMES;
+    // number of blocks
+    p_ps->nblocks = PKTSOCK_NBLOCKS;
+
+    int rv = hashpipe_pktsock_open(p_ps, bindhost, PACKET_RX_RING);
+    if (rv!=HASHPIPE_OK) {
+        hashpipe_error("hera_pktsock_thread", "Error opening pktsock.");
+        pthread_exit(NULL);
+    }
+
+    // Store packet socket pointer in args
+    args->user_data = p_ps;
+#endif
+
+    // Success!
+    return 0;
+}
+
+static void *run(hashpipe_thread_args_t * args)
+{
+    // Local aliases to shorten access to args fields
+    // Our output buffer happens to be a paper_input_databuf
+    paper_input_databuf_t *db = (paper_input_databuf_t *)args->obuf;
+    hashpipe_status_t st = args->st;
+    const char * status_key = args->thread_desc->skey;
+
+    st_p = &st;	// allow global (this source file) access to the status buffer
+
+    // Flag that holds off the net thread
+    int holdoff = 1;
+
+    // Force ourself into the hold off state
+    hashpipe_status_lock_safe(&st);
+    hputi4(st.buf, "NETHOLD", 1);
+    hputs(st.buf, status_key, "holding");
+    hashpipe_status_unlock_safe(&st);
+
+    while(holdoff) {
+	// We're not in any hurry to startup
+	sleep(1);
+	hashpipe_status_lock_safe(&st);
+	// Look for NETHOLD value
+	hgeti4(st.buf, "NETHOLD", &holdoff);
+	if(!holdoff) {
+	    // Done holding, so delete the key
+	    hdel(st.buf, "NETHOLD");
+	    hputs(st.buf, status_key, "running");
+	}
+	hashpipe_status_unlock_safe(&st);
+    }
+
+#ifdef DEBUG_SEMS
+    fprintf(stderr, "s/tid %lu/NET/' <<.\n", pthread_self());
+#endif
+
+#if 0
+    /* Copy status buffer */
+    char status_buf[HASHPIPE_STATUS_SIZE];
+    hashpipe_status_lock_busywait_safe(st_p);
+    memcpy(status_buf, st_p->buf, HASHPIPE_STATUS_SIZE);
+    hashpipe_status_unlock_safe(st_p);
+#endif
+
+    // Acquire first two blocks to start
+    if(paper_input_databuf_busywait_free(db, 0) != HASHPIPE_OK) {
+	if (errno == EINTR) {
+	    // Interrupted by signal, return -1
+	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+	    pthread_exit(NULL);
+	} else {
+	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+	    pthread_exit(NULL);
+	}
+    }
+    if(paper_input_databuf_busywait_free(db, 1) != HASHPIPE_OK) {
+	if (errno == EINTR) {
+	    // Interrupted by signal, return -1
+	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+	    pthread_exit(NULL);
+	} else {
+	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+	    pthread_exit(NULL);
+	}
+    }
+
+    // Initialize the newly acquired block
+    initialize_block(db, 0);
+    initialize_block(db, Nm);
+
+    /* Read network params */
+    int bindport = 8511;
+    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
+    size_t expected_packet_size = N_BYTES_PER_PACKET + 8;
+
+#ifndef TIMING_TEST
+    /* Get pktsock from args*/
+    struct hashpipe_pktsock * p_ps = (struct hashpipe_pktsock*)args->user_data;
+    pthread_cleanup_push(free, p_ps);
+    pthread_cleanup_push((void (*)(void *))hashpipe_pktsock_close, p_ps);
+
+    // Drop all packets to date
+    unsigned char *p_frame;
+    while((p_frame=hashpipe_pktsock_recv_frame_nonblock(p_ps))) {
+	hashpipe_pktsock_release_frame(p_frame);
+    }
+
+    hashpipe_status_lock_safe(&st);
+    // Get info from status buffer
+    hgeti4(st.buf, "BINDPORT", &bindport);
+    hputu4(st.buf, "MISSEDFE", 0);
+    hputu4(st.buf, "MISSEDPK", 0);
+    hputs(st.buf, status_key, "running");
+    hashpipe_status_unlock_safe(&st);
+#endif
+
+    /* Main loop */
+    uint64_t packet_count = 0;
+    uint64_t wait_ns = 0; // ns for most recent wait
+    uint64_t recv_ns = 0; // ns for most recent recv
+    uint64_t proc_ns = 0; // ns for most recent proc
+    uint64_t min_wait_ns = 99999; // min ns per single wait
+    uint64_t min_recv_ns = 99999; // min ns per single recv
+    uint64_t min_proc_ns = 99999; // min ns per single proc
+    uint64_t max_wait_ns = 0;     // max ns per single wait
+    uint64_t max_recv_ns = 0;     // max ns per single recv
+    uint64_t max_proc_ns = 0;     // max ns per single proc
+    uint64_t elapsed_wait_ns = 0; // cumulative wait time per block
+    uint64_t elapsed_recv_ns = 0; // cumulative recv time per block
+    uint64_t elapsed_proc_ns = 0; // cumulative proc time per block
+    uint64_t status_ns = 0; // User to fetch ns values from status buffer
+    float ns_per_wait = 0.0; // Average ns per wait over 1 block
+    float ns_per_recv = 0.0; // Average ns per recv over 1 block
+    float ns_per_proc = 0.0; // Average ns per proc over 1 block
+    unsigned int pktsock_pkts = 0;  // Stats counter from socket packet
+    unsigned int pktsock_drops = 0; // Stats counter from socket packet
+    uint64_t pktsock_pkts_total = 0;  // Stats total for socket packet
+    uint64_t pktsock_drops_total = 0; // Stats total for socket packet
+    struct timespec start, stop;
+    struct timespec recv_start, recv_stop;
+
+    while (run_threads()) {
+
+#ifndef TIMING_TEST
+        /* Read packet */
+	clock_gettime(CLOCK_MONOTONIC, &recv_start);
+	do {
+	    clock_gettime(CLOCK_MONOTONIC, &start);
+	    //p.packet_size = recv(up.sock, p.data, HASHPIPE_MAX_PACKET_SIZE, 0);
+	    p_frame = hashpipe_pktsock_recv_udp_frame_nonblock(p_ps, bindport);
+	    clock_gettime(CLOCK_MONOTONIC, &recv_stop);
+	} while (!p_frame && run_threads());
+
+	if(!run_threads()) break;
+
+	// Make sure received packet size matches expected packet size.  Allow
+	// for optional 8 byte CRC in received packet.  Zlib's crc32 function
+	// is too slow to use in realtime, so CRCs cannot be checked on the
+	// fly.  If data errors are suspected, a separate CRC checking utility
+	// should be used to read the packets from the network and verify CRCs.
+        int packet_size = PKT_UDP_SIZE(p_frame) - 8; // -8 for the UDP header
+	if (expected_packet_size != packet_size-8 && expected_packet_size != packet_size) {
+	    // Log warning and ignore wrongly sized packet
+	    #ifdef DEBUG_NET
+	    hashpipe_warn("hera_pktsock_thread", "Invalid pkt size (%d)", packet_size);
+	    #endif
+	    hashpipe_pktsock_release_frame(p_frame);
+	    continue;
+	}
+#endif
+	packet_count++;
+
+        // Copy packet into any blocks where it belongs.
+        const uint64_t mcnt = process_packet((paper_input_databuf_t *)db, p_frame);
+	// Release frame back to kernel
+	hashpipe_pktsock_release_frame(p_frame);
+
+	clock_gettime(CLOCK_MONOTONIC, &stop);
+	wait_ns = ELAPSED_NS(recv_start, start);
+	recv_ns = ELAPSED_NS(start, recv_stop);
+	proc_ns = ELAPSED_NS(recv_stop, stop);
+	elapsed_wait_ns += wait_ns;
+	elapsed_recv_ns += recv_ns;
+	elapsed_proc_ns += proc_ns;
+	// Update min max values
+	min_wait_ns = MIN(wait_ns, min_wait_ns);
+	min_recv_ns = MIN(recv_ns, min_recv_ns);
+	min_proc_ns = MIN(proc_ns, min_proc_ns);
+	max_wait_ns = MAX(wait_ns, max_wait_ns);
+	max_recv_ns = MAX(recv_ns, max_recv_ns);
+	max_proc_ns = MAX(proc_ns, max_proc_ns);
+
+        if(mcnt != -1) {
+            // Update status
+            ns_per_wait = (float)elapsed_wait_ns / packet_count;
+            ns_per_recv = (float)elapsed_recv_ns / packet_count;
+            ns_per_proc = (float)elapsed_proc_ns / packet_count;
+
+	    // Get stats from packet socket
+	    hashpipe_pktsock_stats(p_ps, &pktsock_pkts, &pktsock_drops);
+
+            hashpipe_status_lock_busywait_safe(&st);
+
+            hputu8(st.buf, "NETMCNT", mcnt);
+	    // Gbps = bits_per_packet / ns_per_packet
+	    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
+            hputr4(st.buf, "NETGBPS", 8*(N_BYTES_PER_PACKET+8)/(ns_per_recv+ns_per_proc));
+            hputr4(st.buf, "NETWATNS", ns_per_wait);
+            hputr4(st.buf, "NETRECNS", ns_per_recv);
+            hputr4(st.buf, "NETPRCNS", ns_per_proc);
+
+	    // Get and put min and max values.  The "get-then-put" allows the
+	    // user to reset the min max values in the status buffer.
+	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+	    status_ns = MIN(min_wait_ns, status_ns);
+            hputi8(st.buf, "NETWATMN", status_ns);
+
+            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+	    status_ns = MIN(min_recv_ns, status_ns);
+            hputi8(st.buf, "NETRECMN", status_ns);
+
+            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+	    status_ns = MIN(min_proc_ns, status_ns);
+            hputi8(st.buf, "NETPRCMN", status_ns);
+
+            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+	    status_ns = MAX(max_wait_ns, status_ns);
+            hputi8(st.buf, "NETWATMX", status_ns);
+
+            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+	    status_ns = MAX(max_recv_ns, status_ns);
+            hputi8(st.buf, "NETRECMX", status_ns);
+
+            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+	    status_ns = MAX(max_proc_ns, status_ns);
+            hputi8(st.buf, "NETPRCMX", status_ns);
+
+            hputu8(st.buf, "NETPKTS",  pktsock_pkts);
+            hputu8(st.buf, "NETDROPS", pktsock_drops);
+
+            hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
+            hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+            hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
+            hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
+
+            hashpipe_status_unlock_safe(&st);
+
+	    // Start new average
+	    elapsed_wait_ns = 0;
+	    elapsed_recv_ns = 0;
+	    elapsed_proc_ns = 0;
+	    packet_count = 0;
+        }
+
+#if defined TIMING_TEST || defined NET_TIMING_TEST
+
+#define END_LOOP_COUNT (1*1000*1000)
+	static int loop_count=0;
+	static struct timespec tt_start, tt_stop;
+	if(loop_count == 0) {
+	    clock_gettime(CLOCK_MONOTONIC, &tt_start);
+	}
+	//if(loop_count == 1000000) pthread_exit(NULL);
+	if(loop_count == END_LOOP_COUNT) {
+	    clock_gettime(CLOCK_MONOTONIC, &tt_stop);
+	    int64_t elapsed = ELAPSED_NS(tt_start, tt_stop);
+	    printf("processed %d packets in %.6f ms (%.3f us per packet)\n",
+		    END_LOOP_COUNT, elapsed/1e6, elapsed/1e3/END_LOOP_COUNT);
+	    exit(0);
+	}
+	loop_count++;
+#endif
+
+        /* Will exit if thread has been cancelled */
+        pthread_testcancel();
+    }
+
+#ifndef TIMING_TEST
+    /* Have to close all push's */
+    pthread_cleanup_pop(1); /* Closes push(hashpipe_pktsock_close) */
+    pthread_cleanup_pop(1); /* Closes push(hashpipe_udp_close) */
+#endif
+
+    return NULL;
+}
+
+static hashpipe_thread_desc_t pktsock_thread = {
+    name: "hera_pktsock_thread",
+    skey: "NETSTAT",
+    init: init,
+    run:  run,
+    ibuf_desc: {NULL},
+    obuf_desc: {paper_input_databuf_create}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&pktsock_thread);
+}
+
+// vi: set ts=8 sw=4 noet :
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index b073b114..e2ca8e37 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -18,6 +18,7 @@
 #define N_BYTES_PER_PACKET  (8192)
 
 // X engine sizing (from xGPU)
+#define N_ANTS               XGPU_NSTATION
 #define N_INPUTS          (2*XGPU_NSTATION)
 #define N_TIME_PER_BLOCK     XGPU_NTIME
 #define N_CHAN_PER_X         XGPU_NFREQUENCY
@@ -46,6 +47,35 @@
 #define PAGE_SIZE (4096)
 #define CACHE_ALIGNMENT (128)
 
+// The HERA correlator is based largely on the PAPER correlator.  The first
+// generation HERA array will match the sizing of the PSA128 (or PSA256 if you
+// count by inputs rather than antennas) correlator.  In fact, it will use the
+// same XGPU build as the last generation PAPER correlator.  The main
+// difference will be in the F engines.  The ROACH2 based F engines are being
+// replaced by SNAP based F engines.  Because SNAPs have a different number of
+// inputs, the F engine packet format must change.  Because SNAPs handle a
+// non-power-of-2 number of inputs (6), the most generic solution is to put
+// each antenna (pair of inputs) into a packet.  Fears of small packets have
+// eased somewhat (thanks to interrupt coalescing), so the HERA F engine
+// packets are now also smaller (1 KB instead of 8 KB).  The main message is
+// that HERA F engine packets are quite different from the PAPER F engine
+// packets.  Even though the X engines are the same, the network thread and the
+// fluffing threads for HERA are somewhat different.  The data buffer format
+// for the GPU thread's input buffer is exactly the same.  The fluffing
+// thread's input buffer is therefore sized the same (i.e. half the size of the
+// GPU input buffer), but the format is different since the packet's stored by
+// the network thread will be different size/format.  Also changed is the
+// number of time samples per packet i(and therefore per mcount).  The HERA
+// specific sizing parameters are given here, but they are all prefixed with
+// "HERA_" to disambiguate them from the non-prefixed PAPER versions.
+
+// HERA_N_BYTES_PER_PACKET excludes header (and footer)!
+#define HERA_N_BYTES_PER_PACKET  (1024)
+#define HERA_N_INPUTS_PER_PACKET (2)
+#define HERA_N_CHAN_PER_PACKET (16)
+
+// Derived from above quantities
+#define HERA_N_TIME_PER_PACKET       (HERA_N_BYTES_PER_PACKET/HERA_N_INPUTS_PER_PACKET/HERA_N_CHAN_PER_PACKET)
 /*
  * INPUT BUFFER STRUCTURES
  */
@@ -66,6 +96,8 @@ typedef uint8_t paper_input_header_cache_alignment[
 
 // == paper_databuf_input_t ==
 //
+// For PAPER:
+//
 // * Net thread output
 // * Fluffer thread input
 // * Ordered sequence of packets in "data" field:
@@ -103,6 +135,56 @@ typedef uint8_t paper_input_header_cache_alignment[
 #define paper_input_databuf_data_idx(m,f,t,c) \
   ((N_INPUTS_PER_FENGINE/sizeof(uint64_t))*(c+Nc*(t+Nt*(f+Nf*m))))
 
+// For HERA:
+//
+// * HERA net thread output
+// * HERA fluffer thread input
+// * Ordered sequence of packets in "data" field:
+//
+//   +-- mcount
+//   |       +-- Antenna
+//   |       |       |<-packets->|
+//   V       V       |           |
+//   m       a       |c        t |
+//   ==      ==      |==       ==|
+//   m0 }--> a0 }--> |c0 }---> t0|\
+//   m1      a1      |c1       t1| \
+//   m2      a2      |c2       t2|  \ chan 0
+//   :       :       |:        : |  / packet
+//   :       :       |:        : | /
+//   :       :       |:        : |/
+//   :       :       +---- ------+
+//   :       :       |Nc/2 }-> t0|\
+//   :       :       |:        t1| \
+//   :       :       |:        t2|  \ chan Nc/2
+//   :       :       |:        : |  / packet
+//   :       :       |:        : | /
+//   :       :       |:        : |/
+//   ==      ==       ===      ==
+//   Nm      Na       Nc       Nt
+//
+//   Each time sample is 2 bytes comprising two 4b+4b complex values.
+//   Note that the bits may not all be contiguous to facilitate fluffing.
+//
+// m = packet's mcount - block's first mcount
+// a = packet's antenna number
+// c = channel within within X engine
+// t = time sample within channel (0 to Nt-1)
+
+#define HERA_Nm (N_TIME_PER_BLOCK/HERA_N_TIME_PER_PACKET)
+#define HERA_Na N_ANTS
+#define HERA_Nc N_CHAN_PER_X
+#define HERA_Nt HERA_N_TIME_PER_PACKET
+
+// HERA mcount index = m * Na * Nc * Nt * HERA_N_INPUTS_PER_PACKET / sizeof(uint64_t)
+// HERA ant index = a * Nc * Nt * HERA_N_INPUTS_PER_PACKET / sizeof(uint64_t)
+// HERA chan index = c * Nt * HERA_N_INPUTS_PER_PACKET / sizeof(uint64_t)
+//
+// Computes paper_input_databuf_t data word (uint64_t) offset for complex data
+// word corresponding to the given parameters for HERA F engine packets.
+#define hera_input_databuf_data_idx(m,a,c) \
+  (((m * HERA_Na + a) * HERA_Nc + c) * HERA_Nt * HERA_N_INPUTS_PER_PACKET / sizeof(uint64_t))
+
 typedef struct paper_input_block {
   paper_input_header_t header;
   paper_input_header_cache_alignment padding; // Maintain cache alignment

From 3727e9d5fbfd6d8bc9b1ca8dd41b8af892560046 Mon Sep 17 00:00:00 2001
From: Jack H <jackhickish@gmail.com>
Date: Thu, 23 Nov 2017 06:55:58 +0200
Subject: [PATCH 026/420] Make EQ scaling 600.

As used in current observations
---
 src/xtor_up.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index 2b7b02bd..62307ea6 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -122,7 +122,7 @@ then
   # Initialize F engines
   echo Initializing F Engines $fhosts
   #paper_feng_init.rb -m $ctmode $fhosts
-  hera_roach_feng_init.py -e 840 $fhosts
+  hera_roach_feng_init.py -e 600 $fhosts
 fi
 
 if [ -n "$do_x" -o "$do_c" ]

From b481b16668165ae1ad0d5685a0ad7f3ecbde2065 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Tue, 23 Jan 2018 10:43:07 -0800
Subject: [PATCH 027/420] Change comments ending in \ to end \. so as not to
 trigger gcc multi-line comment errors

---
 src/paper_databuf.h | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index e2ca8e37..006c652e 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -147,19 +147,19 @@ typedef uint8_t paper_input_header_cache_alignment[
 //   V       V       |           |
 //   m       a       |c        t |
 //   ==      ==      |==       ==|
-//   m0 }--> a0 }--> |c0 }---> t0|\
-//   m1      a1      |c1       t1| \
+//   m0 }--> a0 }--> |c0 }---> t0|\.
+//   m1      a1      |c1       t1| \.
 //   m2      a2      |c2       t2|  \ chan 0
 //   :       :       |:        : |  / packet
-//   :       :       |:        : | /
-//   :       :       |:        : |/
+//   :       :       |:        : | /.
+//   :       :       |:        : |/.
 //   :       :       +---- ------+
-//   :       :       |Nc/2 }-> t0|\
-//   :       :       |:        t1| \
+//   :       :       |Nc/2 }-> t0|\.
+//   :       :       |:        t1| \.
 //   :       :       |:        t2|  \ chan Nc/2
 //   :       :       |:        : |  / packet
-//   :       :       |:        : | /
-//   :       :       |:        : |/
+//   :       :       |:        : | /.
+//   :       :       |:        : |/.
 //   ==      ==       ===      ==
 //   Nm      Na       Nc       Nt
 //

From 23461367a2540c1da5402606f89544374c51aa1d Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Thu, 25 Jan 2018 09:25:23 -0800
Subject: [PATCH 028/420] Use simple LUT fluffer

---
 src/paper_fake_net_thread.c |   13 +-
 src/paper_fluff.c           |   37 +-
 src/paper_fluff.h           | 8198 +++++++++++++++++++++++++++++++++++
 3 files changed, 8237 insertions(+), 11 deletions(-)

diff --git a/src/paper_fake_net_thread.c b/src/paper_fake_net_thread.c
index 4e906709..6853e1e7 100644
--- a/src/paper_fake_net_thread.c
+++ b/src/paper_fake_net_thread.c
@@ -30,9 +30,9 @@ static void *run(hashpipe_thread_args_t * args)
     int i, rv;
     uint64_t mcnt = 0;
     uint64_t *data;
-    int m,f,t,c;
+    int m,a,t,c;
 #ifdef FAKE_TEST_INPUT1
-    int f1;
+    int a1;
 #endif
     int block_idx = 0;
     while (run_threads()) {
@@ -70,6 +70,7 @@ static void *run(hashpipe_thread_args_t * args)
         hashpipe_status_lock_safe(&st);
         hputs(st.buf, status_key, "receiving");
         hputi4(st.buf, "NETBKOUT", block_idx);
+        hputi4(st.buf, "NETMCNT", mcnt);
         hashpipe_status_unlock_safe(&st);
  
         // Fill in sub-block headers
@@ -95,17 +96,17 @@ static void *run(hashpipe_thread_args_t * args)
         memset(data, 0, N_BYTES_PER_BLOCK);
 
         c = FAKE_TEST_CHAN;
-        f = FAKE_TEST_FID;
+        a = FAKE_TEST_FID;
 #ifdef FAKE_TEST_INPUT1
 #define FAKE_TEST_FID1 (FAKE_TEST_INPUT1/N_INPUTS_PER_PACKET)
-        f1 = FAKE_TEST_FID1;
+        a1 = FAKE_TEST_FID1;
 #endif
         for(m=0; m<Nm; m++) {
           for(t=0; t<Nt; t++) {
-            data[paper_input_databuf_data_idx(m,f,t,c)] =
+            data[paper_input_databuf_data_idx(m,a,c,t)] =
               ((uint64_t)0xf0) << (8*(7-(FAKE_TEST_INPUT%N_INPUTS_PER_PACKET)));
 #ifdef FAKE_TEST_INPUT1
-            data[paper_input_databuf_data_idx(m,f1,t,c)] =
+            data[paper_input_databuf_data_idx(m,a1,c,t)] =
               ((uint64_t)0xf0) << (8*(7-(FAKE_TEST_INPUT1%N_INPUTS_PER_PACKET)));
 #endif
           }
diff --git a/src/paper_fluff.c b/src/paper_fluff.c
index df642702..10285858 100644
--- a/src/paper_fluff.c
+++ b/src/paper_fluff.c
@@ -1,4 +1,5 @@
 #include <stdio.h>
+#include <pthread.h>
 //#include <stdlib.h>
 //#include <unistd.h>
 //#include <stdint.h>
@@ -11,7 +12,8 @@
 
 #define N_WORD128_PER_PACKET  (N_BYTES_PER_PACKET/sizeof(__m128i))
 // OUTPUT_STRIDE in is units of __m256i
-#define OUTPUT_STRIDE ((2*Nf*N_INPUTS_PER_FENGINE)/sizeof(__m256i))
+//#define OUTPUT_STRIDE ((2*Nf*N_INPUTS_PER_PACKET)/sizeof(__m256i))
+#define OUTPUT_STRIDE ((2*Na)/sizeof(__m256i))
 
 #if 0
 typedef union {
@@ -61,7 +63,7 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
   //uint64_t v0, v1, v2, v3;
   //vec_t in0, in1, in2, in3;
   //vec_t v0, v1, v2, v3;
-  int m, f, w;
+  int m, a, w;
 
   __m128i lo128, hi128;
   __m256i out256 = _mm256_setzero_si256();
@@ -71,11 +73,12 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
   const __m128i mask = _mm_set_epi64((__m64)0xf0f0f0f0f0f0f0f0ULL, (__m64)0xf0f0f0f0f0f0f0f0ULL);
 
   for(m=0; m<Nm; m++) {
-    for(f=0; f<Nf; f++) {
+    //for(f=0; f<Nf; f++) {
+    for(a=0; a<Na; a++) {
         // Each F engine provides 32 samples per channel per time, which fluffs
         // to 64 bytes, which equals two 256 bit words.
         // p_out = out + mcnt offset + feng offset
-        p_out = (__m256i *)out + m*Nt*Nc*Nf*2 + f*2;
+        p_out = (__m256i *)out + m*Nt*Nc*Na*2 + a*2;
         for(w=0; w<N_WORD128_PER_PACKET/2; w++) {
 
           // Load 128 bits (16 bytes) with _mm_stream_load_si128
@@ -117,5 +120,29 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
   }
 
   // Return number of 64 bit words fluffed
-  return Nm*Nf*2*N_WORD128_PER_PACKET;
+  return Nm*Na*2*N_WORD128_PER_PACKET;
+}
+
+
+int paper_fluff_lut(const uint64_t const * const in, uint64_t * out)
+{
+  uint16_t * in16  = (uint16_t *) in;
+  uint32_t * out32 = (uint32_t *) out;
+  int i;
+
+  for(i=0; i<N_BYTES_PER_BLOCK>>1; i++) {
+    out32[i] = lut[in16[i]];
+  }
+
+  //uint64_t * in64  = (uint64_t *) in;
+  //uint64_t * out64 = (uint64_t *) out;
+  //int i;
+
+  //for(i=0; i<N_BYTES_PER_BLOCK>>3; i++) {
+  //  out64[2*i]     = (lut[(in64[i]>>48)] << 32) +        (lut[(in64[i]>>32) & 0xff]);
+  //  out64[2*i + 1] = (lut[(in64[i]>>16) & 0xff] << 32) + (lut[(in64[i] & 0xff)]);
+  //}
+
+  // Return number of 64 bit words fluffed
+  return N_BYTES_PER_BLOCK >> 3;
 }
diff --git a/src/paper_fluff.h b/src/paper_fluff.h
index 4eb3bab8..10635078 100644
--- a/src/paper_fluff.h
+++ b/src/paper_fluff.h
@@ -1,3 +1,8201 @@
 #include "paper_databuf.h"
 
 int paper_fluff(const uint64_t const * const in, uint64_t * out);
+
+int paper_fluff_lut(const uint64_t const * const in, uint64_t * out);
+
+static const uint64_t lut[65536] =
+{
+0x00000000, 0x00000001, 0x00000002, 0x00000003, 0x00000004, 0x00000005, 0x00000006, 0x00000007, 
+0x000000f8, 0x000000f9, 0x000000fa, 0x000000fb, 0x000000fc, 0x000000fd, 0x000000fe, 0x000000ff, 
+0x00000100, 0x00000101, 0x00000102, 0x00000103, 0x00000104, 0x00000105, 0x00000106, 0x00000107, 
+0x000001f8, 0x000001f9, 0x000001fa, 0x000001fb, 0x000001fc, 0x000001fd, 0x000001fe, 0x000001ff, 
+0x00000200, 0x00000201, 0x00000202, 0x00000203, 0x00000204, 0x00000205, 0x00000206, 0x00000207, 
+0x000002f8, 0x000002f9, 0x000002fa, 0x000002fb, 0x000002fc, 0x000002fd, 0x000002fe, 0x000002ff, 
+0x00000300, 0x00000301, 0x00000302, 0x00000303, 0x00000304, 0x00000305, 0x00000306, 0x00000307, 
+0x000003f8, 0x000003f9, 0x000003fa, 0x000003fb, 0x000003fc, 0x000003fd, 0x000003fe, 0x000003ff, 
+0x00000400, 0x00000401, 0x00000402, 0x00000403, 0x00000404, 0x00000405, 0x00000406, 0x00000407, 
+0x000004f8, 0x000004f9, 0x000004fa, 0x000004fb, 0x000004fc, 0x000004fd, 0x000004fe, 0x000004ff, 
+0x00000500, 0x00000501, 0x00000502, 0x00000503, 0x00000504, 0x00000505, 0x00000506, 0x00000507, 
+0x000005f8, 0x000005f9, 0x000005fa, 0x000005fb, 0x000005fc, 0x000005fd, 0x000005fe, 0x000005ff, 
+0x00000600, 0x00000601, 0x00000602, 0x00000603, 0x00000604, 0x00000605, 0x00000606, 0x00000607, 
+0x000006f8, 0x000006f9, 0x000006fa, 0x000006fb, 0x000006fc, 0x000006fd, 0x000006fe, 0x000006ff, 
+0x00000700, 0x00000701, 0x00000702, 0x00000703, 0x00000704, 0x00000705, 0x00000706, 0x00000707, 
+0x000007f8, 0x000007f9, 0x000007fa, 0x000007fb, 0x000007fc, 0x000007fd, 0x000007fe, 0x000007ff, 
+0x0000f800, 0x0000f801, 0x0000f802, 0x0000f803, 0x0000f804, 0x0000f805, 0x0000f806, 0x0000f807, 
+0x0000f8f8, 0x0000f8f9, 0x0000f8fa, 0x0000f8fb, 0x0000f8fc, 0x0000f8fd, 0x0000f8fe, 0x0000f8ff, 
+0x0000f900, 0x0000f901, 0x0000f902, 0x0000f903, 0x0000f904, 0x0000f905, 0x0000f906, 0x0000f907, 
+0x0000f9f8, 0x0000f9f9, 0x0000f9fa, 0x0000f9fb, 0x0000f9fc, 0x0000f9fd, 0x0000f9fe, 0x0000f9ff, 
+0x0000fa00, 0x0000fa01, 0x0000fa02, 0x0000fa03, 0x0000fa04, 0x0000fa05, 0x0000fa06, 0x0000fa07, 
+0x0000faf8, 0x0000faf9, 0x0000fafa, 0x0000fafb, 0x0000fafc, 0x0000fafd, 0x0000fafe, 0x0000faff, 
+0x0000fb00, 0x0000fb01, 0x0000fb02, 0x0000fb03, 0x0000fb04, 0x0000fb05, 0x0000fb06, 0x0000fb07, 
+0x0000fbf8, 0x0000fbf9, 0x0000fbfa, 0x0000fbfb, 0x0000fbfc, 0x0000fbfd, 0x0000fbfe, 0x0000fbff, 
+0x0000fc00, 0x0000fc01, 0x0000fc02, 0x0000fc03, 0x0000fc04, 0x0000fc05, 0x0000fc06, 0x0000fc07, 
+0x0000fcf8, 0x0000fcf9, 0x0000fcfa, 0x0000fcfb, 0x0000fcfc, 0x0000fcfd, 0x0000fcfe, 0x0000fcff, 
+0x0000fd00, 0x0000fd01, 0x0000fd02, 0x0000fd03, 0x0000fd04, 0x0000fd05, 0x0000fd06, 0x0000fd07, 
+0x0000fdf8, 0x0000fdf9, 0x0000fdfa, 0x0000fdfb, 0x0000fdfc, 0x0000fdfd, 0x0000fdfe, 0x0000fdff, 
+0x0000fe00, 0x0000fe01, 0x0000fe02, 0x0000fe03, 0x0000fe04, 0x0000fe05, 0x0000fe06, 0x0000fe07, 
+0x0000fef8, 0x0000fef9, 0x0000fefa, 0x0000fefb, 0x0000fefc, 0x0000fefd, 0x0000fefe, 0x0000feff, 
+0x0000ff00, 0x0000ff01, 0x0000ff02, 0x0000ff03, 0x0000ff04, 0x0000ff05, 0x0000ff06, 0x0000ff07, 
+0x0000fff8, 0x0000fff9, 0x0000fffa, 0x0000fffb, 0x0000fffc, 0x0000fffd, 0x0000fffe, 0x0000ffff, 
+0x00010000, 0x00010001, 0x00010002, 0x00010003, 0x00010004, 0x00010005, 0x00010006, 0x00010007, 
+0x000100f8, 0x000100f9, 0x000100fa, 0x000100fb, 0x000100fc, 0x000100fd, 0x000100fe, 0x000100ff, 
+0x00010100, 0x00010101, 0x00010102, 0x00010103, 0x00010104, 0x00010105, 0x00010106, 0x00010107, 
+0x000101f8, 0x000101f9, 0x000101fa, 0x000101fb, 0x000101fc, 0x000101fd, 0x000101fe, 0x000101ff, 
+0x00010200, 0x00010201, 0x00010202, 0x00010203, 0x00010204, 0x00010205, 0x00010206, 0x00010207, 
+0x000102f8, 0x000102f9, 0x000102fa, 0x000102fb, 0x000102fc, 0x000102fd, 0x000102fe, 0x000102ff, 
+0x00010300, 0x00010301, 0x00010302, 0x00010303, 0x00010304, 0x00010305, 0x00010306, 0x00010307, 
+0x000103f8, 0x000103f9, 0x000103fa, 0x000103fb, 0x000103fc, 0x000103fd, 0x000103fe, 0x000103ff, 
+0x00010400, 0x00010401, 0x00010402, 0x00010403, 0x00010404, 0x00010405, 0x00010406, 0x00010407, 
+0x000104f8, 0x000104f9, 0x000104fa, 0x000104fb, 0x000104fc, 0x000104fd, 0x000104fe, 0x000104ff, 
+0x00010500, 0x00010501, 0x00010502, 0x00010503, 0x00010504, 0x00010505, 0x00010506, 0x00010507, 
+0x000105f8, 0x000105f9, 0x000105fa, 0x000105fb, 0x000105fc, 0x000105fd, 0x000105fe, 0x000105ff, 
+0x00010600, 0x00010601, 0x00010602, 0x00010603, 0x00010604, 0x00010605, 0x00010606, 0x00010607, 
+0x000106f8, 0x000106f9, 0x000106fa, 0x000106fb, 0x000106fc, 0x000106fd, 0x000106fe, 0x000106ff, 
+0x00010700, 0x00010701, 0x00010702, 0x00010703, 0x00010704, 0x00010705, 0x00010706, 0x00010707, 
+0x000107f8, 0x000107f9, 0x000107fa, 0x000107fb, 0x000107fc, 0x000107fd, 0x000107fe, 0x000107ff, 
+0x0001f800, 0x0001f801, 0x0001f802, 0x0001f803, 0x0001f804, 0x0001f805, 0x0001f806, 0x0001f807, 
+0x0001f8f8, 0x0001f8f9, 0x0001f8fa, 0x0001f8fb, 0x0001f8fc, 0x0001f8fd, 0x0001f8fe, 0x0001f8ff, 
+0x0001f900, 0x0001f901, 0x0001f902, 0x0001f903, 0x0001f904, 0x0001f905, 0x0001f906, 0x0001f907, 
+0x0001f9f8, 0x0001f9f9, 0x0001f9fa, 0x0001f9fb, 0x0001f9fc, 0x0001f9fd, 0x0001f9fe, 0x0001f9ff, 
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+0xff0102f8, 0xff0102f9, 0xff0102fa, 0xff0102fb, 0xff0102fc, 0xff0102fd, 0xff0102fe, 0xff0102ff, 
+0xff010300, 0xff010301, 0xff010302, 0xff010303, 0xff010304, 0xff010305, 0xff010306, 0xff010307, 
+0xff0103f8, 0xff0103f9, 0xff0103fa, 0xff0103fb, 0xff0103fc, 0xff0103fd, 0xff0103fe, 0xff0103ff, 
+0xff010400, 0xff010401, 0xff010402, 0xff010403, 0xff010404, 0xff010405, 0xff010406, 0xff010407, 
+0xff0104f8, 0xff0104f9, 0xff0104fa, 0xff0104fb, 0xff0104fc, 0xff0104fd, 0xff0104fe, 0xff0104ff, 
+0xff010500, 0xff010501, 0xff010502, 0xff010503, 0xff010504, 0xff010505, 0xff010506, 0xff010507, 
+0xff0105f8, 0xff0105f9, 0xff0105fa, 0xff0105fb, 0xff0105fc, 0xff0105fd, 0xff0105fe, 0xff0105ff, 
+0xff010600, 0xff010601, 0xff010602, 0xff010603, 0xff010604, 0xff010605, 0xff010606, 0xff010607, 
+0xff0106f8, 0xff0106f9, 0xff0106fa, 0xff0106fb, 0xff0106fc, 0xff0106fd, 0xff0106fe, 0xff0106ff, 
+0xff010700, 0xff010701, 0xff010702, 0xff010703, 0xff010704, 0xff010705, 0xff010706, 0xff010707, 
+0xff0107f8, 0xff0107f9, 0xff0107fa, 0xff0107fb, 0xff0107fc, 0xff0107fd, 0xff0107fe, 0xff0107ff, 
+0xff01f800, 0xff01f801, 0xff01f802, 0xff01f803, 0xff01f804, 0xff01f805, 0xff01f806, 0xff01f807, 
+0xff01f8f8, 0xff01f8f9, 0xff01f8fa, 0xff01f8fb, 0xff01f8fc, 0xff01f8fd, 0xff01f8fe, 0xff01f8ff, 
+0xff01f900, 0xff01f901, 0xff01f902, 0xff01f903, 0xff01f904, 0xff01f905, 0xff01f906, 0xff01f907, 
+0xff01f9f8, 0xff01f9f9, 0xff01f9fa, 0xff01f9fb, 0xff01f9fc, 0xff01f9fd, 0xff01f9fe, 0xff01f9ff, 
+0xff01fa00, 0xff01fa01, 0xff01fa02, 0xff01fa03, 0xff01fa04, 0xff01fa05, 0xff01fa06, 0xff01fa07, 
+0xff01faf8, 0xff01faf9, 0xff01fafa, 0xff01fafb, 0xff01fafc, 0xff01fafd, 0xff01fafe, 0xff01faff, 
+0xff01fb00, 0xff01fb01, 0xff01fb02, 0xff01fb03, 0xff01fb04, 0xff01fb05, 0xff01fb06, 0xff01fb07, 
+0xff01fbf8, 0xff01fbf9, 0xff01fbfa, 0xff01fbfb, 0xff01fbfc, 0xff01fbfd, 0xff01fbfe, 0xff01fbff, 
+0xff01fc00, 0xff01fc01, 0xff01fc02, 0xff01fc03, 0xff01fc04, 0xff01fc05, 0xff01fc06, 0xff01fc07, 
+0xff01fcf8, 0xff01fcf9, 0xff01fcfa, 0xff01fcfb, 0xff01fcfc, 0xff01fcfd, 0xff01fcfe, 0xff01fcff, 
+0xff01fd00, 0xff01fd01, 0xff01fd02, 0xff01fd03, 0xff01fd04, 0xff01fd05, 0xff01fd06, 0xff01fd07, 
+0xff01fdf8, 0xff01fdf9, 0xff01fdfa, 0xff01fdfb, 0xff01fdfc, 0xff01fdfd, 0xff01fdfe, 0xff01fdff, 
+0xff01fe00, 0xff01fe01, 0xff01fe02, 0xff01fe03, 0xff01fe04, 0xff01fe05, 0xff01fe06, 0xff01fe07, 
+0xff01fef8, 0xff01fef9, 0xff01fefa, 0xff01fefb, 0xff01fefc, 0xff01fefd, 0xff01fefe, 0xff01feff, 
+0xff01ff00, 0xff01ff01, 0xff01ff02, 0xff01ff03, 0xff01ff04, 0xff01ff05, 0xff01ff06, 0xff01ff07, 
+0xff01fff8, 0xff01fff9, 0xff01fffa, 0xff01fffb, 0xff01fffc, 0xff01fffd, 0xff01fffe, 0xff01ffff, 
+0xff020000, 0xff020001, 0xff020002, 0xff020003, 0xff020004, 0xff020005, 0xff020006, 0xff020007, 
+0xff0200f8, 0xff0200f9, 0xff0200fa, 0xff0200fb, 0xff0200fc, 0xff0200fd, 0xff0200fe, 0xff0200ff, 
+0xff020100, 0xff020101, 0xff020102, 0xff020103, 0xff020104, 0xff020105, 0xff020106, 0xff020107, 
+0xff0201f8, 0xff0201f9, 0xff0201fa, 0xff0201fb, 0xff0201fc, 0xff0201fd, 0xff0201fe, 0xff0201ff, 
+0xff020200, 0xff020201, 0xff020202, 0xff020203, 0xff020204, 0xff020205, 0xff020206, 0xff020207, 
+0xff0202f8, 0xff0202f9, 0xff0202fa, 0xff0202fb, 0xff0202fc, 0xff0202fd, 0xff0202fe, 0xff0202ff, 
+0xff020300, 0xff020301, 0xff020302, 0xff020303, 0xff020304, 0xff020305, 0xff020306, 0xff020307, 
+0xff0203f8, 0xff0203f9, 0xff0203fa, 0xff0203fb, 0xff0203fc, 0xff0203fd, 0xff0203fe, 0xff0203ff, 
+0xff020400, 0xff020401, 0xff020402, 0xff020403, 0xff020404, 0xff020405, 0xff020406, 0xff020407, 
+0xff0204f8, 0xff0204f9, 0xff0204fa, 0xff0204fb, 0xff0204fc, 0xff0204fd, 0xff0204fe, 0xff0204ff, 
+0xff020500, 0xff020501, 0xff020502, 0xff020503, 0xff020504, 0xff020505, 0xff020506, 0xff020507, 
+0xff0205f8, 0xff0205f9, 0xff0205fa, 0xff0205fb, 0xff0205fc, 0xff0205fd, 0xff0205fe, 0xff0205ff, 
+0xff020600, 0xff020601, 0xff020602, 0xff020603, 0xff020604, 0xff020605, 0xff020606, 0xff020607, 
+0xff0206f8, 0xff0206f9, 0xff0206fa, 0xff0206fb, 0xff0206fc, 0xff0206fd, 0xff0206fe, 0xff0206ff, 
+0xff020700, 0xff020701, 0xff020702, 0xff020703, 0xff020704, 0xff020705, 0xff020706, 0xff020707, 
+0xff0207f8, 0xff0207f9, 0xff0207fa, 0xff0207fb, 0xff0207fc, 0xff0207fd, 0xff0207fe, 0xff0207ff, 
+0xff02f800, 0xff02f801, 0xff02f802, 0xff02f803, 0xff02f804, 0xff02f805, 0xff02f806, 0xff02f807, 
+0xff02f8f8, 0xff02f8f9, 0xff02f8fa, 0xff02f8fb, 0xff02f8fc, 0xff02f8fd, 0xff02f8fe, 0xff02f8ff, 
+0xff02f900, 0xff02f901, 0xff02f902, 0xff02f903, 0xff02f904, 0xff02f905, 0xff02f906, 0xff02f907, 
+0xff02f9f8, 0xff02f9f9, 0xff02f9fa, 0xff02f9fb, 0xff02f9fc, 0xff02f9fd, 0xff02f9fe, 0xff02f9ff, 
+0xff02fa00, 0xff02fa01, 0xff02fa02, 0xff02fa03, 0xff02fa04, 0xff02fa05, 0xff02fa06, 0xff02fa07, 
+0xff02faf8, 0xff02faf9, 0xff02fafa, 0xff02fafb, 0xff02fafc, 0xff02fafd, 0xff02fafe, 0xff02faff, 
+0xff02fb00, 0xff02fb01, 0xff02fb02, 0xff02fb03, 0xff02fb04, 0xff02fb05, 0xff02fb06, 0xff02fb07, 
+0xff02fbf8, 0xff02fbf9, 0xff02fbfa, 0xff02fbfb, 0xff02fbfc, 0xff02fbfd, 0xff02fbfe, 0xff02fbff, 
+0xff02fc00, 0xff02fc01, 0xff02fc02, 0xff02fc03, 0xff02fc04, 0xff02fc05, 0xff02fc06, 0xff02fc07, 
+0xff02fcf8, 0xff02fcf9, 0xff02fcfa, 0xff02fcfb, 0xff02fcfc, 0xff02fcfd, 0xff02fcfe, 0xff02fcff, 
+0xff02fd00, 0xff02fd01, 0xff02fd02, 0xff02fd03, 0xff02fd04, 0xff02fd05, 0xff02fd06, 0xff02fd07, 
+0xff02fdf8, 0xff02fdf9, 0xff02fdfa, 0xff02fdfb, 0xff02fdfc, 0xff02fdfd, 0xff02fdfe, 0xff02fdff, 
+0xff02fe00, 0xff02fe01, 0xff02fe02, 0xff02fe03, 0xff02fe04, 0xff02fe05, 0xff02fe06, 0xff02fe07, 
+0xff02fef8, 0xff02fef9, 0xff02fefa, 0xff02fefb, 0xff02fefc, 0xff02fefd, 0xff02fefe, 0xff02feff, 
+0xff02ff00, 0xff02ff01, 0xff02ff02, 0xff02ff03, 0xff02ff04, 0xff02ff05, 0xff02ff06, 0xff02ff07, 
+0xff02fff8, 0xff02fff9, 0xff02fffa, 0xff02fffb, 0xff02fffc, 0xff02fffd, 0xff02fffe, 0xff02ffff, 
+0xff030000, 0xff030001, 0xff030002, 0xff030003, 0xff030004, 0xff030005, 0xff030006, 0xff030007, 
+0xff0300f8, 0xff0300f9, 0xff0300fa, 0xff0300fb, 0xff0300fc, 0xff0300fd, 0xff0300fe, 0xff0300ff, 
+0xff030100, 0xff030101, 0xff030102, 0xff030103, 0xff030104, 0xff030105, 0xff030106, 0xff030107, 
+0xff0301f8, 0xff0301f9, 0xff0301fa, 0xff0301fb, 0xff0301fc, 0xff0301fd, 0xff0301fe, 0xff0301ff, 
+0xff030200, 0xff030201, 0xff030202, 0xff030203, 0xff030204, 0xff030205, 0xff030206, 0xff030207, 
+0xff0302f8, 0xff0302f9, 0xff0302fa, 0xff0302fb, 0xff0302fc, 0xff0302fd, 0xff0302fe, 0xff0302ff, 
+0xff030300, 0xff030301, 0xff030302, 0xff030303, 0xff030304, 0xff030305, 0xff030306, 0xff030307, 
+0xff0303f8, 0xff0303f9, 0xff0303fa, 0xff0303fb, 0xff0303fc, 0xff0303fd, 0xff0303fe, 0xff0303ff, 
+0xff030400, 0xff030401, 0xff030402, 0xff030403, 0xff030404, 0xff030405, 0xff030406, 0xff030407, 
+0xff0304f8, 0xff0304f9, 0xff0304fa, 0xff0304fb, 0xff0304fc, 0xff0304fd, 0xff0304fe, 0xff0304ff, 
+0xff030500, 0xff030501, 0xff030502, 0xff030503, 0xff030504, 0xff030505, 0xff030506, 0xff030507, 
+0xff0305f8, 0xff0305f9, 0xff0305fa, 0xff0305fb, 0xff0305fc, 0xff0305fd, 0xff0305fe, 0xff0305ff, 
+0xff030600, 0xff030601, 0xff030602, 0xff030603, 0xff030604, 0xff030605, 0xff030606, 0xff030607, 
+0xff0306f8, 0xff0306f9, 0xff0306fa, 0xff0306fb, 0xff0306fc, 0xff0306fd, 0xff0306fe, 0xff0306ff, 
+0xff030700, 0xff030701, 0xff030702, 0xff030703, 0xff030704, 0xff030705, 0xff030706, 0xff030707, 
+0xff0307f8, 0xff0307f9, 0xff0307fa, 0xff0307fb, 0xff0307fc, 0xff0307fd, 0xff0307fe, 0xff0307ff, 
+0xff03f800, 0xff03f801, 0xff03f802, 0xff03f803, 0xff03f804, 0xff03f805, 0xff03f806, 0xff03f807, 
+0xff03f8f8, 0xff03f8f9, 0xff03f8fa, 0xff03f8fb, 0xff03f8fc, 0xff03f8fd, 0xff03f8fe, 0xff03f8ff, 
+0xff03f900, 0xff03f901, 0xff03f902, 0xff03f903, 0xff03f904, 0xff03f905, 0xff03f906, 0xff03f907, 
+0xff03f9f8, 0xff03f9f9, 0xff03f9fa, 0xff03f9fb, 0xff03f9fc, 0xff03f9fd, 0xff03f9fe, 0xff03f9ff, 
+0xff03fa00, 0xff03fa01, 0xff03fa02, 0xff03fa03, 0xff03fa04, 0xff03fa05, 0xff03fa06, 0xff03fa07, 
+0xff03faf8, 0xff03faf9, 0xff03fafa, 0xff03fafb, 0xff03fafc, 0xff03fafd, 0xff03fafe, 0xff03faff, 
+0xff03fb00, 0xff03fb01, 0xff03fb02, 0xff03fb03, 0xff03fb04, 0xff03fb05, 0xff03fb06, 0xff03fb07, 
+0xff03fbf8, 0xff03fbf9, 0xff03fbfa, 0xff03fbfb, 0xff03fbfc, 0xff03fbfd, 0xff03fbfe, 0xff03fbff, 
+0xff03fc00, 0xff03fc01, 0xff03fc02, 0xff03fc03, 0xff03fc04, 0xff03fc05, 0xff03fc06, 0xff03fc07, 
+0xff03fcf8, 0xff03fcf9, 0xff03fcfa, 0xff03fcfb, 0xff03fcfc, 0xff03fcfd, 0xff03fcfe, 0xff03fcff, 
+0xff03fd00, 0xff03fd01, 0xff03fd02, 0xff03fd03, 0xff03fd04, 0xff03fd05, 0xff03fd06, 0xff03fd07, 
+0xff03fdf8, 0xff03fdf9, 0xff03fdfa, 0xff03fdfb, 0xff03fdfc, 0xff03fdfd, 0xff03fdfe, 0xff03fdff, 
+0xff03fe00, 0xff03fe01, 0xff03fe02, 0xff03fe03, 0xff03fe04, 0xff03fe05, 0xff03fe06, 0xff03fe07, 
+0xff03fef8, 0xff03fef9, 0xff03fefa, 0xff03fefb, 0xff03fefc, 0xff03fefd, 0xff03fefe, 0xff03feff, 
+0xff03ff00, 0xff03ff01, 0xff03ff02, 0xff03ff03, 0xff03ff04, 0xff03ff05, 0xff03ff06, 0xff03ff07, 
+0xff03fff8, 0xff03fff9, 0xff03fffa, 0xff03fffb, 0xff03fffc, 0xff03fffd, 0xff03fffe, 0xff03ffff, 
+0xff040000, 0xff040001, 0xff040002, 0xff040003, 0xff040004, 0xff040005, 0xff040006, 0xff040007, 
+0xff0400f8, 0xff0400f9, 0xff0400fa, 0xff0400fb, 0xff0400fc, 0xff0400fd, 0xff0400fe, 0xff0400ff, 
+0xff040100, 0xff040101, 0xff040102, 0xff040103, 0xff040104, 0xff040105, 0xff040106, 0xff040107, 
+0xff0401f8, 0xff0401f9, 0xff0401fa, 0xff0401fb, 0xff0401fc, 0xff0401fd, 0xff0401fe, 0xff0401ff, 
+0xff040200, 0xff040201, 0xff040202, 0xff040203, 0xff040204, 0xff040205, 0xff040206, 0xff040207, 
+0xff0402f8, 0xff0402f9, 0xff0402fa, 0xff0402fb, 0xff0402fc, 0xff0402fd, 0xff0402fe, 0xff0402ff, 
+0xff040300, 0xff040301, 0xff040302, 0xff040303, 0xff040304, 0xff040305, 0xff040306, 0xff040307, 
+0xff0403f8, 0xff0403f9, 0xff0403fa, 0xff0403fb, 0xff0403fc, 0xff0403fd, 0xff0403fe, 0xff0403ff, 
+0xff040400, 0xff040401, 0xff040402, 0xff040403, 0xff040404, 0xff040405, 0xff040406, 0xff040407, 
+0xff0404f8, 0xff0404f9, 0xff0404fa, 0xff0404fb, 0xff0404fc, 0xff0404fd, 0xff0404fe, 0xff0404ff, 
+0xff040500, 0xff040501, 0xff040502, 0xff040503, 0xff040504, 0xff040505, 0xff040506, 0xff040507, 
+0xff0405f8, 0xff0405f9, 0xff0405fa, 0xff0405fb, 0xff0405fc, 0xff0405fd, 0xff0405fe, 0xff0405ff, 
+0xff040600, 0xff040601, 0xff040602, 0xff040603, 0xff040604, 0xff040605, 0xff040606, 0xff040607, 
+0xff0406f8, 0xff0406f9, 0xff0406fa, 0xff0406fb, 0xff0406fc, 0xff0406fd, 0xff0406fe, 0xff0406ff, 
+0xff040700, 0xff040701, 0xff040702, 0xff040703, 0xff040704, 0xff040705, 0xff040706, 0xff040707, 
+0xff0407f8, 0xff0407f9, 0xff0407fa, 0xff0407fb, 0xff0407fc, 0xff0407fd, 0xff0407fe, 0xff0407ff, 
+0xff04f800, 0xff04f801, 0xff04f802, 0xff04f803, 0xff04f804, 0xff04f805, 0xff04f806, 0xff04f807, 
+0xff04f8f8, 0xff04f8f9, 0xff04f8fa, 0xff04f8fb, 0xff04f8fc, 0xff04f8fd, 0xff04f8fe, 0xff04f8ff, 
+0xff04f900, 0xff04f901, 0xff04f902, 0xff04f903, 0xff04f904, 0xff04f905, 0xff04f906, 0xff04f907, 
+0xff04f9f8, 0xff04f9f9, 0xff04f9fa, 0xff04f9fb, 0xff04f9fc, 0xff04f9fd, 0xff04f9fe, 0xff04f9ff, 
+0xff04fa00, 0xff04fa01, 0xff04fa02, 0xff04fa03, 0xff04fa04, 0xff04fa05, 0xff04fa06, 0xff04fa07, 
+0xff04faf8, 0xff04faf9, 0xff04fafa, 0xff04fafb, 0xff04fafc, 0xff04fafd, 0xff04fafe, 0xff04faff, 
+0xff04fb00, 0xff04fb01, 0xff04fb02, 0xff04fb03, 0xff04fb04, 0xff04fb05, 0xff04fb06, 0xff04fb07, 
+0xff04fbf8, 0xff04fbf9, 0xff04fbfa, 0xff04fbfb, 0xff04fbfc, 0xff04fbfd, 0xff04fbfe, 0xff04fbff, 
+0xff04fc00, 0xff04fc01, 0xff04fc02, 0xff04fc03, 0xff04fc04, 0xff04fc05, 0xff04fc06, 0xff04fc07, 
+0xff04fcf8, 0xff04fcf9, 0xff04fcfa, 0xff04fcfb, 0xff04fcfc, 0xff04fcfd, 0xff04fcfe, 0xff04fcff, 
+0xff04fd00, 0xff04fd01, 0xff04fd02, 0xff04fd03, 0xff04fd04, 0xff04fd05, 0xff04fd06, 0xff04fd07, 
+0xff04fdf8, 0xff04fdf9, 0xff04fdfa, 0xff04fdfb, 0xff04fdfc, 0xff04fdfd, 0xff04fdfe, 0xff04fdff, 
+0xff04fe00, 0xff04fe01, 0xff04fe02, 0xff04fe03, 0xff04fe04, 0xff04fe05, 0xff04fe06, 0xff04fe07, 
+0xff04fef8, 0xff04fef9, 0xff04fefa, 0xff04fefb, 0xff04fefc, 0xff04fefd, 0xff04fefe, 0xff04feff, 
+0xff04ff00, 0xff04ff01, 0xff04ff02, 0xff04ff03, 0xff04ff04, 0xff04ff05, 0xff04ff06, 0xff04ff07, 
+0xff04fff8, 0xff04fff9, 0xff04fffa, 0xff04fffb, 0xff04fffc, 0xff04fffd, 0xff04fffe, 0xff04ffff, 
+0xff050000, 0xff050001, 0xff050002, 0xff050003, 0xff050004, 0xff050005, 0xff050006, 0xff050007, 
+0xff0500f8, 0xff0500f9, 0xff0500fa, 0xff0500fb, 0xff0500fc, 0xff0500fd, 0xff0500fe, 0xff0500ff, 
+0xff050100, 0xff050101, 0xff050102, 0xff050103, 0xff050104, 0xff050105, 0xff050106, 0xff050107, 
+0xff0501f8, 0xff0501f9, 0xff0501fa, 0xff0501fb, 0xff0501fc, 0xff0501fd, 0xff0501fe, 0xff0501ff, 
+0xff050200, 0xff050201, 0xff050202, 0xff050203, 0xff050204, 0xff050205, 0xff050206, 0xff050207, 
+0xff0502f8, 0xff0502f9, 0xff0502fa, 0xff0502fb, 0xff0502fc, 0xff0502fd, 0xff0502fe, 0xff0502ff, 
+0xff050300, 0xff050301, 0xff050302, 0xff050303, 0xff050304, 0xff050305, 0xff050306, 0xff050307, 
+0xff0503f8, 0xff0503f9, 0xff0503fa, 0xff0503fb, 0xff0503fc, 0xff0503fd, 0xff0503fe, 0xff0503ff, 
+0xff050400, 0xff050401, 0xff050402, 0xff050403, 0xff050404, 0xff050405, 0xff050406, 0xff050407, 
+0xff0504f8, 0xff0504f9, 0xff0504fa, 0xff0504fb, 0xff0504fc, 0xff0504fd, 0xff0504fe, 0xff0504ff, 
+0xff050500, 0xff050501, 0xff050502, 0xff050503, 0xff050504, 0xff050505, 0xff050506, 0xff050507, 
+0xff0505f8, 0xff0505f9, 0xff0505fa, 0xff0505fb, 0xff0505fc, 0xff0505fd, 0xff0505fe, 0xff0505ff, 
+0xff050600, 0xff050601, 0xff050602, 0xff050603, 0xff050604, 0xff050605, 0xff050606, 0xff050607, 
+0xff0506f8, 0xff0506f9, 0xff0506fa, 0xff0506fb, 0xff0506fc, 0xff0506fd, 0xff0506fe, 0xff0506ff, 
+0xff050700, 0xff050701, 0xff050702, 0xff050703, 0xff050704, 0xff050705, 0xff050706, 0xff050707, 
+0xff0507f8, 0xff0507f9, 0xff0507fa, 0xff0507fb, 0xff0507fc, 0xff0507fd, 0xff0507fe, 0xff0507ff, 
+0xff05f800, 0xff05f801, 0xff05f802, 0xff05f803, 0xff05f804, 0xff05f805, 0xff05f806, 0xff05f807, 
+0xff05f8f8, 0xff05f8f9, 0xff05f8fa, 0xff05f8fb, 0xff05f8fc, 0xff05f8fd, 0xff05f8fe, 0xff05f8ff, 
+0xff05f900, 0xff05f901, 0xff05f902, 0xff05f903, 0xff05f904, 0xff05f905, 0xff05f906, 0xff05f907, 
+0xff05f9f8, 0xff05f9f9, 0xff05f9fa, 0xff05f9fb, 0xff05f9fc, 0xff05f9fd, 0xff05f9fe, 0xff05f9ff, 
+0xff05fa00, 0xff05fa01, 0xff05fa02, 0xff05fa03, 0xff05fa04, 0xff05fa05, 0xff05fa06, 0xff05fa07, 
+0xff05faf8, 0xff05faf9, 0xff05fafa, 0xff05fafb, 0xff05fafc, 0xff05fafd, 0xff05fafe, 0xff05faff, 
+0xff05fb00, 0xff05fb01, 0xff05fb02, 0xff05fb03, 0xff05fb04, 0xff05fb05, 0xff05fb06, 0xff05fb07, 
+0xff05fbf8, 0xff05fbf9, 0xff05fbfa, 0xff05fbfb, 0xff05fbfc, 0xff05fbfd, 0xff05fbfe, 0xff05fbff, 
+0xff05fc00, 0xff05fc01, 0xff05fc02, 0xff05fc03, 0xff05fc04, 0xff05fc05, 0xff05fc06, 0xff05fc07, 
+0xff05fcf8, 0xff05fcf9, 0xff05fcfa, 0xff05fcfb, 0xff05fcfc, 0xff05fcfd, 0xff05fcfe, 0xff05fcff, 
+0xff05fd00, 0xff05fd01, 0xff05fd02, 0xff05fd03, 0xff05fd04, 0xff05fd05, 0xff05fd06, 0xff05fd07, 
+0xff05fdf8, 0xff05fdf9, 0xff05fdfa, 0xff05fdfb, 0xff05fdfc, 0xff05fdfd, 0xff05fdfe, 0xff05fdff, 
+0xff05fe00, 0xff05fe01, 0xff05fe02, 0xff05fe03, 0xff05fe04, 0xff05fe05, 0xff05fe06, 0xff05fe07, 
+0xff05fef8, 0xff05fef9, 0xff05fefa, 0xff05fefb, 0xff05fefc, 0xff05fefd, 0xff05fefe, 0xff05feff, 
+0xff05ff00, 0xff05ff01, 0xff05ff02, 0xff05ff03, 0xff05ff04, 0xff05ff05, 0xff05ff06, 0xff05ff07, 
+0xff05fff8, 0xff05fff9, 0xff05fffa, 0xff05fffb, 0xff05fffc, 0xff05fffd, 0xff05fffe, 0xff05ffff, 
+0xff060000, 0xff060001, 0xff060002, 0xff060003, 0xff060004, 0xff060005, 0xff060006, 0xff060007, 
+0xff0600f8, 0xff0600f9, 0xff0600fa, 0xff0600fb, 0xff0600fc, 0xff0600fd, 0xff0600fe, 0xff0600ff, 
+0xff060100, 0xff060101, 0xff060102, 0xff060103, 0xff060104, 0xff060105, 0xff060106, 0xff060107, 
+0xff0601f8, 0xff0601f9, 0xff0601fa, 0xff0601fb, 0xff0601fc, 0xff0601fd, 0xff0601fe, 0xff0601ff, 
+0xff060200, 0xff060201, 0xff060202, 0xff060203, 0xff060204, 0xff060205, 0xff060206, 0xff060207, 
+0xff0602f8, 0xff0602f9, 0xff0602fa, 0xff0602fb, 0xff0602fc, 0xff0602fd, 0xff0602fe, 0xff0602ff, 
+0xff060300, 0xff060301, 0xff060302, 0xff060303, 0xff060304, 0xff060305, 0xff060306, 0xff060307, 
+0xff0603f8, 0xff0603f9, 0xff0603fa, 0xff0603fb, 0xff0603fc, 0xff0603fd, 0xff0603fe, 0xff0603ff, 
+0xff060400, 0xff060401, 0xff060402, 0xff060403, 0xff060404, 0xff060405, 0xff060406, 0xff060407, 
+0xff0604f8, 0xff0604f9, 0xff0604fa, 0xff0604fb, 0xff0604fc, 0xff0604fd, 0xff0604fe, 0xff0604ff, 
+0xff060500, 0xff060501, 0xff060502, 0xff060503, 0xff060504, 0xff060505, 0xff060506, 0xff060507, 
+0xff0605f8, 0xff0605f9, 0xff0605fa, 0xff0605fb, 0xff0605fc, 0xff0605fd, 0xff0605fe, 0xff0605ff, 
+0xff060600, 0xff060601, 0xff060602, 0xff060603, 0xff060604, 0xff060605, 0xff060606, 0xff060607, 
+0xff0606f8, 0xff0606f9, 0xff0606fa, 0xff0606fb, 0xff0606fc, 0xff0606fd, 0xff0606fe, 0xff0606ff, 
+0xff060700, 0xff060701, 0xff060702, 0xff060703, 0xff060704, 0xff060705, 0xff060706, 0xff060707, 
+0xff0607f8, 0xff0607f9, 0xff0607fa, 0xff0607fb, 0xff0607fc, 0xff0607fd, 0xff0607fe, 0xff0607ff, 
+0xff06f800, 0xff06f801, 0xff06f802, 0xff06f803, 0xff06f804, 0xff06f805, 0xff06f806, 0xff06f807, 
+0xff06f8f8, 0xff06f8f9, 0xff06f8fa, 0xff06f8fb, 0xff06f8fc, 0xff06f8fd, 0xff06f8fe, 0xff06f8ff, 
+0xff06f900, 0xff06f901, 0xff06f902, 0xff06f903, 0xff06f904, 0xff06f905, 0xff06f906, 0xff06f907, 
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+0xff06fa00, 0xff06fa01, 0xff06fa02, 0xff06fa03, 0xff06fa04, 0xff06fa05, 0xff06fa06, 0xff06fa07, 
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+0xff06fcf8, 0xff06fcf9, 0xff06fcfa, 0xff06fcfb, 0xff06fcfc, 0xff06fcfd, 0xff06fcfe, 0xff06fcff, 
+0xff06fd00, 0xff06fd01, 0xff06fd02, 0xff06fd03, 0xff06fd04, 0xff06fd05, 0xff06fd06, 0xff06fd07, 
+0xff06fdf8, 0xff06fdf9, 0xff06fdfa, 0xff06fdfb, 0xff06fdfc, 0xff06fdfd, 0xff06fdfe, 0xff06fdff, 
+0xff06fe00, 0xff06fe01, 0xff06fe02, 0xff06fe03, 0xff06fe04, 0xff06fe05, 0xff06fe06, 0xff06fe07, 
+0xff06fef8, 0xff06fef9, 0xff06fefa, 0xff06fefb, 0xff06fefc, 0xff06fefd, 0xff06fefe, 0xff06feff, 
+0xff06ff00, 0xff06ff01, 0xff06ff02, 0xff06ff03, 0xff06ff04, 0xff06ff05, 0xff06ff06, 0xff06ff07, 
+0xff06fff8, 0xff06fff9, 0xff06fffa, 0xff06fffb, 0xff06fffc, 0xff06fffd, 0xff06fffe, 0xff06ffff, 
+0xff070000, 0xff070001, 0xff070002, 0xff070003, 0xff070004, 0xff070005, 0xff070006, 0xff070007, 
+0xff0700f8, 0xff0700f9, 0xff0700fa, 0xff0700fb, 0xff0700fc, 0xff0700fd, 0xff0700fe, 0xff0700ff, 
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+0xff0701f8, 0xff0701f9, 0xff0701fa, 0xff0701fb, 0xff0701fc, 0xff0701fd, 0xff0701fe, 0xff0701ff, 
+0xff070200, 0xff070201, 0xff070202, 0xff070203, 0xff070204, 0xff070205, 0xff070206, 0xff070207, 
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+0xff070300, 0xff070301, 0xff070302, 0xff070303, 0xff070304, 0xff070305, 0xff070306, 0xff070307, 
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+0xff0705f8, 0xff0705f9, 0xff0705fa, 0xff0705fb, 0xff0705fc, 0xff0705fd, 0xff0705fe, 0xff0705ff, 
+0xff070600, 0xff070601, 0xff070602, 0xff070603, 0xff070604, 0xff070605, 0xff070606, 0xff070607, 
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+0xff07faf8, 0xff07faf9, 0xff07fafa, 0xff07fafb, 0xff07fafc, 0xff07fafd, 0xff07fafe, 0xff07faff, 
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+0xff07fcf8, 0xff07fcf9, 0xff07fcfa, 0xff07fcfb, 0xff07fcfc, 0xff07fcfd, 0xff07fcfe, 0xff07fcff, 
+0xff07fd00, 0xff07fd01, 0xff07fd02, 0xff07fd03, 0xff07fd04, 0xff07fd05, 0xff07fd06, 0xff07fd07, 
+0xff07fdf8, 0xff07fdf9, 0xff07fdfa, 0xff07fdfb, 0xff07fdfc, 0xff07fdfd, 0xff07fdfe, 0xff07fdff, 
+0xff07fe00, 0xff07fe01, 0xff07fe02, 0xff07fe03, 0xff07fe04, 0xff07fe05, 0xff07fe06, 0xff07fe07, 
+0xff07fef8, 0xff07fef9, 0xff07fefa, 0xff07fefb, 0xff07fefc, 0xff07fefd, 0xff07fefe, 0xff07feff, 
+0xff07ff00, 0xff07ff01, 0xff07ff02, 0xff07ff03, 0xff07ff04, 0xff07ff05, 0xff07ff06, 0xff07ff07, 
+0xff07fff8, 0xff07fff9, 0xff07fffa, 0xff07fffb, 0xff07fffc, 0xff07fffd, 0xff07fffe, 0xff07ffff, 
+0xfff80000, 0xfff80001, 0xfff80002, 0xfff80003, 0xfff80004, 0xfff80005, 0xfff80006, 0xfff80007, 
+0xfff800f8, 0xfff800f9, 0xfff800fa, 0xfff800fb, 0xfff800fc, 0xfff800fd, 0xfff800fe, 0xfff800ff, 
+0xfff80100, 0xfff80101, 0xfff80102, 0xfff80103, 0xfff80104, 0xfff80105, 0xfff80106, 0xfff80107, 
+0xfff801f8, 0xfff801f9, 0xfff801fa, 0xfff801fb, 0xfff801fc, 0xfff801fd, 0xfff801fe, 0xfff801ff, 
+0xfff80200, 0xfff80201, 0xfff80202, 0xfff80203, 0xfff80204, 0xfff80205, 0xfff80206, 0xfff80207, 
+0xfff802f8, 0xfff802f9, 0xfff802fa, 0xfff802fb, 0xfff802fc, 0xfff802fd, 0xfff802fe, 0xfff802ff, 
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+0xfff803f8, 0xfff803f9, 0xfff803fa, 0xfff803fb, 0xfff803fc, 0xfff803fd, 0xfff803fe, 0xfff803ff, 
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+0xfff80500, 0xfff80501, 0xfff80502, 0xfff80503, 0xfff80504, 0xfff80505, 0xfff80506, 0xfff80507, 
+0xfff805f8, 0xfff805f9, 0xfff805fa, 0xfff805fb, 0xfff805fc, 0xfff805fd, 0xfff805fe, 0xfff805ff, 
+0xfff80600, 0xfff80601, 0xfff80602, 0xfff80603, 0xfff80604, 0xfff80605, 0xfff80606, 0xfff80607, 
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+0xfff80700, 0xfff80701, 0xfff80702, 0xfff80703, 0xfff80704, 0xfff80705, 0xfff80706, 0xfff80707, 
+0xfff807f8, 0xfff807f9, 0xfff807fa, 0xfff807fb, 0xfff807fc, 0xfff807fd, 0xfff807fe, 0xfff807ff, 
+0xfff8f800, 0xfff8f801, 0xfff8f802, 0xfff8f803, 0xfff8f804, 0xfff8f805, 0xfff8f806, 0xfff8f807, 
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+0xfff8f900, 0xfff8f901, 0xfff8f902, 0xfff8f903, 0xfff8f904, 0xfff8f905, 0xfff8f906, 0xfff8f907, 
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+0xfff8faf8, 0xfff8faf9, 0xfff8fafa, 0xfff8fafb, 0xfff8fafc, 0xfff8fafd, 0xfff8fafe, 0xfff8faff, 
+0xfff8fb00, 0xfff8fb01, 0xfff8fb02, 0xfff8fb03, 0xfff8fb04, 0xfff8fb05, 0xfff8fb06, 0xfff8fb07, 
+0xfff8fbf8, 0xfff8fbf9, 0xfff8fbfa, 0xfff8fbfb, 0xfff8fbfc, 0xfff8fbfd, 0xfff8fbfe, 0xfff8fbff, 
+0xfff8fc00, 0xfff8fc01, 0xfff8fc02, 0xfff8fc03, 0xfff8fc04, 0xfff8fc05, 0xfff8fc06, 0xfff8fc07, 
+0xfff8fcf8, 0xfff8fcf9, 0xfff8fcfa, 0xfff8fcfb, 0xfff8fcfc, 0xfff8fcfd, 0xfff8fcfe, 0xfff8fcff, 
+0xfff8fd00, 0xfff8fd01, 0xfff8fd02, 0xfff8fd03, 0xfff8fd04, 0xfff8fd05, 0xfff8fd06, 0xfff8fd07, 
+0xfff8fdf8, 0xfff8fdf9, 0xfff8fdfa, 0xfff8fdfb, 0xfff8fdfc, 0xfff8fdfd, 0xfff8fdfe, 0xfff8fdff, 
+0xfff8fe00, 0xfff8fe01, 0xfff8fe02, 0xfff8fe03, 0xfff8fe04, 0xfff8fe05, 0xfff8fe06, 0xfff8fe07, 
+0xfff8fef8, 0xfff8fef9, 0xfff8fefa, 0xfff8fefb, 0xfff8fefc, 0xfff8fefd, 0xfff8fefe, 0xfff8feff, 
+0xfff8ff00, 0xfff8ff01, 0xfff8ff02, 0xfff8ff03, 0xfff8ff04, 0xfff8ff05, 0xfff8ff06, 0xfff8ff07, 
+0xfff8fff8, 0xfff8fff9, 0xfff8fffa, 0xfff8fffb, 0xfff8fffc, 0xfff8fffd, 0xfff8fffe, 0xfff8ffff, 
+0xfff90000, 0xfff90001, 0xfff90002, 0xfff90003, 0xfff90004, 0xfff90005, 0xfff90006, 0xfff90007, 
+0xfff900f8, 0xfff900f9, 0xfff900fa, 0xfff900fb, 0xfff900fc, 0xfff900fd, 0xfff900fe, 0xfff900ff, 
+0xfff90100, 0xfff90101, 0xfff90102, 0xfff90103, 0xfff90104, 0xfff90105, 0xfff90106, 0xfff90107, 
+0xfff901f8, 0xfff901f9, 0xfff901fa, 0xfff901fb, 0xfff901fc, 0xfff901fd, 0xfff901fe, 0xfff901ff, 
+0xfff90200, 0xfff90201, 0xfff90202, 0xfff90203, 0xfff90204, 0xfff90205, 0xfff90206, 0xfff90207, 
+0xfff902f8, 0xfff902f9, 0xfff902fa, 0xfff902fb, 0xfff902fc, 0xfff902fd, 0xfff902fe, 0xfff902ff, 
+0xfff90300, 0xfff90301, 0xfff90302, 0xfff90303, 0xfff90304, 0xfff90305, 0xfff90306, 0xfff90307, 
+0xfff903f8, 0xfff903f9, 0xfff903fa, 0xfff903fb, 0xfff903fc, 0xfff903fd, 0xfff903fe, 0xfff903ff, 
+0xfff90400, 0xfff90401, 0xfff90402, 0xfff90403, 0xfff90404, 0xfff90405, 0xfff90406, 0xfff90407, 
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+0xfff90600, 0xfff90601, 0xfff90602, 0xfff90603, 0xfff90604, 0xfff90605, 0xfff90606, 0xfff90607, 
+0xfff906f8, 0xfff906f9, 0xfff906fa, 0xfff906fb, 0xfff906fc, 0xfff906fd, 0xfff906fe, 0xfff906ff, 
+0xfff90700, 0xfff90701, 0xfff90702, 0xfff90703, 0xfff90704, 0xfff90705, 0xfff90706, 0xfff90707, 
+0xfff907f8, 0xfff907f9, 0xfff907fa, 0xfff907fb, 0xfff907fc, 0xfff907fd, 0xfff907fe, 0xfff907ff, 
+0xfff9f800, 0xfff9f801, 0xfff9f802, 0xfff9f803, 0xfff9f804, 0xfff9f805, 0xfff9f806, 0xfff9f807, 
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+0xfff9faf8, 0xfff9faf9, 0xfff9fafa, 0xfff9fafb, 0xfff9fafc, 0xfff9fafd, 0xfff9fafe, 0xfff9faff, 
+0xfff9fb00, 0xfff9fb01, 0xfff9fb02, 0xfff9fb03, 0xfff9fb04, 0xfff9fb05, 0xfff9fb06, 0xfff9fb07, 
+0xfff9fbf8, 0xfff9fbf9, 0xfff9fbfa, 0xfff9fbfb, 0xfff9fbfc, 0xfff9fbfd, 0xfff9fbfe, 0xfff9fbff, 
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+0xfff9fcf8, 0xfff9fcf9, 0xfff9fcfa, 0xfff9fcfb, 0xfff9fcfc, 0xfff9fcfd, 0xfff9fcfe, 0xfff9fcff, 
+0xfff9fd00, 0xfff9fd01, 0xfff9fd02, 0xfff9fd03, 0xfff9fd04, 0xfff9fd05, 0xfff9fd06, 0xfff9fd07, 
+0xfff9fdf8, 0xfff9fdf9, 0xfff9fdfa, 0xfff9fdfb, 0xfff9fdfc, 0xfff9fdfd, 0xfff9fdfe, 0xfff9fdff, 
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+0xfff9fef8, 0xfff9fef9, 0xfff9fefa, 0xfff9fefb, 0xfff9fefc, 0xfff9fefd, 0xfff9fefe, 0xfff9feff, 
+0xfff9ff00, 0xfff9ff01, 0xfff9ff02, 0xfff9ff03, 0xfff9ff04, 0xfff9ff05, 0xfff9ff06, 0xfff9ff07, 
+0xfff9fff8, 0xfff9fff9, 0xfff9fffa, 0xfff9fffb, 0xfff9fffc, 0xfff9fffd, 0xfff9fffe, 0xfff9ffff, 
+0xfffa0000, 0xfffa0001, 0xfffa0002, 0xfffa0003, 0xfffa0004, 0xfffa0005, 0xfffa0006, 0xfffa0007, 
+0xfffa00f8, 0xfffa00f9, 0xfffa00fa, 0xfffa00fb, 0xfffa00fc, 0xfffa00fd, 0xfffa00fe, 0xfffa00ff, 
+0xfffa0100, 0xfffa0101, 0xfffa0102, 0xfffa0103, 0xfffa0104, 0xfffa0105, 0xfffa0106, 0xfffa0107, 
+0xfffa01f8, 0xfffa01f9, 0xfffa01fa, 0xfffa01fb, 0xfffa01fc, 0xfffa01fd, 0xfffa01fe, 0xfffa01ff, 
+0xfffa0200, 0xfffa0201, 0xfffa0202, 0xfffa0203, 0xfffa0204, 0xfffa0205, 0xfffa0206, 0xfffa0207, 
+0xfffa02f8, 0xfffa02f9, 0xfffa02fa, 0xfffa02fb, 0xfffa02fc, 0xfffa02fd, 0xfffa02fe, 0xfffa02ff, 
+0xfffa0300, 0xfffa0301, 0xfffa0302, 0xfffa0303, 0xfffa0304, 0xfffa0305, 0xfffa0306, 0xfffa0307, 
+0xfffa03f8, 0xfffa03f9, 0xfffa03fa, 0xfffa03fb, 0xfffa03fc, 0xfffa03fd, 0xfffa03fe, 0xfffa03ff, 
+0xfffa0400, 0xfffa0401, 0xfffa0402, 0xfffa0403, 0xfffa0404, 0xfffa0405, 0xfffa0406, 0xfffa0407, 
+0xfffa04f8, 0xfffa04f9, 0xfffa04fa, 0xfffa04fb, 0xfffa04fc, 0xfffa04fd, 0xfffa04fe, 0xfffa04ff, 
+0xfffa0500, 0xfffa0501, 0xfffa0502, 0xfffa0503, 0xfffa0504, 0xfffa0505, 0xfffa0506, 0xfffa0507, 
+0xfffa05f8, 0xfffa05f9, 0xfffa05fa, 0xfffa05fb, 0xfffa05fc, 0xfffa05fd, 0xfffa05fe, 0xfffa05ff, 
+0xfffa0600, 0xfffa0601, 0xfffa0602, 0xfffa0603, 0xfffa0604, 0xfffa0605, 0xfffa0606, 0xfffa0607, 
+0xfffa06f8, 0xfffa06f9, 0xfffa06fa, 0xfffa06fb, 0xfffa06fc, 0xfffa06fd, 0xfffa06fe, 0xfffa06ff, 
+0xfffa0700, 0xfffa0701, 0xfffa0702, 0xfffa0703, 0xfffa0704, 0xfffa0705, 0xfffa0706, 0xfffa0707, 
+0xfffa07f8, 0xfffa07f9, 0xfffa07fa, 0xfffa07fb, 0xfffa07fc, 0xfffa07fd, 0xfffa07fe, 0xfffa07ff, 
+0xfffaf800, 0xfffaf801, 0xfffaf802, 0xfffaf803, 0xfffaf804, 0xfffaf805, 0xfffaf806, 0xfffaf807, 
+0xfffaf8f8, 0xfffaf8f9, 0xfffaf8fa, 0xfffaf8fb, 0xfffaf8fc, 0xfffaf8fd, 0xfffaf8fe, 0xfffaf8ff, 
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+0xfffaf9f8, 0xfffaf9f9, 0xfffaf9fa, 0xfffaf9fb, 0xfffaf9fc, 0xfffaf9fd, 0xfffaf9fe, 0xfffaf9ff, 
+0xfffafa00, 0xfffafa01, 0xfffafa02, 0xfffafa03, 0xfffafa04, 0xfffafa05, 0xfffafa06, 0xfffafa07, 
+0xfffafaf8, 0xfffafaf9, 0xfffafafa, 0xfffafafb, 0xfffafafc, 0xfffafafd, 0xfffafafe, 0xfffafaff, 
+0xfffafb00, 0xfffafb01, 0xfffafb02, 0xfffafb03, 0xfffafb04, 0xfffafb05, 0xfffafb06, 0xfffafb07, 
+0xfffafbf8, 0xfffafbf9, 0xfffafbfa, 0xfffafbfb, 0xfffafbfc, 0xfffafbfd, 0xfffafbfe, 0xfffafbff, 
+0xfffafc00, 0xfffafc01, 0xfffafc02, 0xfffafc03, 0xfffafc04, 0xfffafc05, 0xfffafc06, 0xfffafc07, 
+0xfffafcf8, 0xfffafcf9, 0xfffafcfa, 0xfffafcfb, 0xfffafcfc, 0xfffafcfd, 0xfffafcfe, 0xfffafcff, 
+0xfffafd00, 0xfffafd01, 0xfffafd02, 0xfffafd03, 0xfffafd04, 0xfffafd05, 0xfffafd06, 0xfffafd07, 
+0xfffafdf8, 0xfffafdf9, 0xfffafdfa, 0xfffafdfb, 0xfffafdfc, 0xfffafdfd, 0xfffafdfe, 0xfffafdff, 
+0xfffafe00, 0xfffafe01, 0xfffafe02, 0xfffafe03, 0xfffafe04, 0xfffafe05, 0xfffafe06, 0xfffafe07, 
+0xfffafef8, 0xfffafef9, 0xfffafefa, 0xfffafefb, 0xfffafefc, 0xfffafefd, 0xfffafefe, 0xfffafeff, 
+0xfffaff00, 0xfffaff01, 0xfffaff02, 0xfffaff03, 0xfffaff04, 0xfffaff05, 0xfffaff06, 0xfffaff07, 
+0xfffafff8, 0xfffafff9, 0xfffafffa, 0xfffafffb, 0xfffafffc, 0xfffafffd, 0xfffafffe, 0xfffaffff, 
+0xfffb0000, 0xfffb0001, 0xfffb0002, 0xfffb0003, 0xfffb0004, 0xfffb0005, 0xfffb0006, 0xfffb0007, 
+0xfffb00f8, 0xfffb00f9, 0xfffb00fa, 0xfffb00fb, 0xfffb00fc, 0xfffb00fd, 0xfffb00fe, 0xfffb00ff, 
+0xfffb0100, 0xfffb0101, 0xfffb0102, 0xfffb0103, 0xfffb0104, 0xfffb0105, 0xfffb0106, 0xfffb0107, 
+0xfffb01f8, 0xfffb01f9, 0xfffb01fa, 0xfffb01fb, 0xfffb01fc, 0xfffb01fd, 0xfffb01fe, 0xfffb01ff, 
+0xfffb0200, 0xfffb0201, 0xfffb0202, 0xfffb0203, 0xfffb0204, 0xfffb0205, 0xfffb0206, 0xfffb0207, 
+0xfffb02f8, 0xfffb02f9, 0xfffb02fa, 0xfffb02fb, 0xfffb02fc, 0xfffb02fd, 0xfffb02fe, 0xfffb02ff, 
+0xfffb0300, 0xfffb0301, 0xfffb0302, 0xfffb0303, 0xfffb0304, 0xfffb0305, 0xfffb0306, 0xfffb0307, 
+0xfffb03f8, 0xfffb03f9, 0xfffb03fa, 0xfffb03fb, 0xfffb03fc, 0xfffb03fd, 0xfffb03fe, 0xfffb03ff, 
+0xfffb0400, 0xfffb0401, 0xfffb0402, 0xfffb0403, 0xfffb0404, 0xfffb0405, 0xfffb0406, 0xfffb0407, 
+0xfffb04f8, 0xfffb04f9, 0xfffb04fa, 0xfffb04fb, 0xfffb04fc, 0xfffb04fd, 0xfffb04fe, 0xfffb04ff, 
+0xfffb0500, 0xfffb0501, 0xfffb0502, 0xfffb0503, 0xfffb0504, 0xfffb0505, 0xfffb0506, 0xfffb0507, 
+0xfffb05f8, 0xfffb05f9, 0xfffb05fa, 0xfffb05fb, 0xfffb05fc, 0xfffb05fd, 0xfffb05fe, 0xfffb05ff, 
+0xfffb0600, 0xfffb0601, 0xfffb0602, 0xfffb0603, 0xfffb0604, 0xfffb0605, 0xfffb0606, 0xfffb0607, 
+0xfffb06f8, 0xfffb06f9, 0xfffb06fa, 0xfffb06fb, 0xfffb06fc, 0xfffb06fd, 0xfffb06fe, 0xfffb06ff, 
+0xfffb0700, 0xfffb0701, 0xfffb0702, 0xfffb0703, 0xfffb0704, 0xfffb0705, 0xfffb0706, 0xfffb0707, 
+0xfffb07f8, 0xfffb07f9, 0xfffb07fa, 0xfffb07fb, 0xfffb07fc, 0xfffb07fd, 0xfffb07fe, 0xfffb07ff, 
+0xfffbf800, 0xfffbf801, 0xfffbf802, 0xfffbf803, 0xfffbf804, 0xfffbf805, 0xfffbf806, 0xfffbf807, 
+0xfffbf8f8, 0xfffbf8f9, 0xfffbf8fa, 0xfffbf8fb, 0xfffbf8fc, 0xfffbf8fd, 0xfffbf8fe, 0xfffbf8ff, 
+0xfffbf900, 0xfffbf901, 0xfffbf902, 0xfffbf903, 0xfffbf904, 0xfffbf905, 0xfffbf906, 0xfffbf907, 
+0xfffbf9f8, 0xfffbf9f9, 0xfffbf9fa, 0xfffbf9fb, 0xfffbf9fc, 0xfffbf9fd, 0xfffbf9fe, 0xfffbf9ff, 
+0xfffbfa00, 0xfffbfa01, 0xfffbfa02, 0xfffbfa03, 0xfffbfa04, 0xfffbfa05, 0xfffbfa06, 0xfffbfa07, 
+0xfffbfaf8, 0xfffbfaf9, 0xfffbfafa, 0xfffbfafb, 0xfffbfafc, 0xfffbfafd, 0xfffbfafe, 0xfffbfaff, 
+0xfffbfb00, 0xfffbfb01, 0xfffbfb02, 0xfffbfb03, 0xfffbfb04, 0xfffbfb05, 0xfffbfb06, 0xfffbfb07, 
+0xfffbfbf8, 0xfffbfbf9, 0xfffbfbfa, 0xfffbfbfb, 0xfffbfbfc, 0xfffbfbfd, 0xfffbfbfe, 0xfffbfbff, 
+0xfffbfc00, 0xfffbfc01, 0xfffbfc02, 0xfffbfc03, 0xfffbfc04, 0xfffbfc05, 0xfffbfc06, 0xfffbfc07, 
+0xfffbfcf8, 0xfffbfcf9, 0xfffbfcfa, 0xfffbfcfb, 0xfffbfcfc, 0xfffbfcfd, 0xfffbfcfe, 0xfffbfcff, 
+0xfffbfd00, 0xfffbfd01, 0xfffbfd02, 0xfffbfd03, 0xfffbfd04, 0xfffbfd05, 0xfffbfd06, 0xfffbfd07, 
+0xfffbfdf8, 0xfffbfdf9, 0xfffbfdfa, 0xfffbfdfb, 0xfffbfdfc, 0xfffbfdfd, 0xfffbfdfe, 0xfffbfdff, 
+0xfffbfe00, 0xfffbfe01, 0xfffbfe02, 0xfffbfe03, 0xfffbfe04, 0xfffbfe05, 0xfffbfe06, 0xfffbfe07, 
+0xfffbfef8, 0xfffbfef9, 0xfffbfefa, 0xfffbfefb, 0xfffbfefc, 0xfffbfefd, 0xfffbfefe, 0xfffbfeff, 
+0xfffbff00, 0xfffbff01, 0xfffbff02, 0xfffbff03, 0xfffbff04, 0xfffbff05, 0xfffbff06, 0xfffbff07, 
+0xfffbfff8, 0xfffbfff9, 0xfffbfffa, 0xfffbfffb, 0xfffbfffc, 0xfffbfffd, 0xfffbfffe, 0xfffbffff, 
+0xfffc0000, 0xfffc0001, 0xfffc0002, 0xfffc0003, 0xfffc0004, 0xfffc0005, 0xfffc0006, 0xfffc0007, 
+0xfffc00f8, 0xfffc00f9, 0xfffc00fa, 0xfffc00fb, 0xfffc00fc, 0xfffc00fd, 0xfffc00fe, 0xfffc00ff, 
+0xfffc0100, 0xfffc0101, 0xfffc0102, 0xfffc0103, 0xfffc0104, 0xfffc0105, 0xfffc0106, 0xfffc0107, 
+0xfffc01f8, 0xfffc01f9, 0xfffc01fa, 0xfffc01fb, 0xfffc01fc, 0xfffc01fd, 0xfffc01fe, 0xfffc01ff, 
+0xfffc0200, 0xfffc0201, 0xfffc0202, 0xfffc0203, 0xfffc0204, 0xfffc0205, 0xfffc0206, 0xfffc0207, 
+0xfffc02f8, 0xfffc02f9, 0xfffc02fa, 0xfffc02fb, 0xfffc02fc, 0xfffc02fd, 0xfffc02fe, 0xfffc02ff, 
+0xfffc0300, 0xfffc0301, 0xfffc0302, 0xfffc0303, 0xfffc0304, 0xfffc0305, 0xfffc0306, 0xfffc0307, 
+0xfffc03f8, 0xfffc03f9, 0xfffc03fa, 0xfffc03fb, 0xfffc03fc, 0xfffc03fd, 0xfffc03fe, 0xfffc03ff, 
+0xfffc0400, 0xfffc0401, 0xfffc0402, 0xfffc0403, 0xfffc0404, 0xfffc0405, 0xfffc0406, 0xfffc0407, 
+0xfffc04f8, 0xfffc04f9, 0xfffc04fa, 0xfffc04fb, 0xfffc04fc, 0xfffc04fd, 0xfffc04fe, 0xfffc04ff, 
+0xfffc0500, 0xfffc0501, 0xfffc0502, 0xfffc0503, 0xfffc0504, 0xfffc0505, 0xfffc0506, 0xfffc0507, 
+0xfffc05f8, 0xfffc05f9, 0xfffc05fa, 0xfffc05fb, 0xfffc05fc, 0xfffc05fd, 0xfffc05fe, 0xfffc05ff, 
+0xfffc0600, 0xfffc0601, 0xfffc0602, 0xfffc0603, 0xfffc0604, 0xfffc0605, 0xfffc0606, 0xfffc0607, 
+0xfffc06f8, 0xfffc06f9, 0xfffc06fa, 0xfffc06fb, 0xfffc06fc, 0xfffc06fd, 0xfffc06fe, 0xfffc06ff, 
+0xfffc0700, 0xfffc0701, 0xfffc0702, 0xfffc0703, 0xfffc0704, 0xfffc0705, 0xfffc0706, 0xfffc0707, 
+0xfffc07f8, 0xfffc07f9, 0xfffc07fa, 0xfffc07fb, 0xfffc07fc, 0xfffc07fd, 0xfffc07fe, 0xfffc07ff, 
+0xfffcf800, 0xfffcf801, 0xfffcf802, 0xfffcf803, 0xfffcf804, 0xfffcf805, 0xfffcf806, 0xfffcf807, 
+0xfffcf8f8, 0xfffcf8f9, 0xfffcf8fa, 0xfffcf8fb, 0xfffcf8fc, 0xfffcf8fd, 0xfffcf8fe, 0xfffcf8ff, 
+0xfffcf900, 0xfffcf901, 0xfffcf902, 0xfffcf903, 0xfffcf904, 0xfffcf905, 0xfffcf906, 0xfffcf907, 
+0xfffcf9f8, 0xfffcf9f9, 0xfffcf9fa, 0xfffcf9fb, 0xfffcf9fc, 0xfffcf9fd, 0xfffcf9fe, 0xfffcf9ff, 
+0xfffcfa00, 0xfffcfa01, 0xfffcfa02, 0xfffcfa03, 0xfffcfa04, 0xfffcfa05, 0xfffcfa06, 0xfffcfa07, 
+0xfffcfaf8, 0xfffcfaf9, 0xfffcfafa, 0xfffcfafb, 0xfffcfafc, 0xfffcfafd, 0xfffcfafe, 0xfffcfaff, 
+0xfffcfb00, 0xfffcfb01, 0xfffcfb02, 0xfffcfb03, 0xfffcfb04, 0xfffcfb05, 0xfffcfb06, 0xfffcfb07, 
+0xfffcfbf8, 0xfffcfbf9, 0xfffcfbfa, 0xfffcfbfb, 0xfffcfbfc, 0xfffcfbfd, 0xfffcfbfe, 0xfffcfbff, 
+0xfffcfc00, 0xfffcfc01, 0xfffcfc02, 0xfffcfc03, 0xfffcfc04, 0xfffcfc05, 0xfffcfc06, 0xfffcfc07, 
+0xfffcfcf8, 0xfffcfcf9, 0xfffcfcfa, 0xfffcfcfb, 0xfffcfcfc, 0xfffcfcfd, 0xfffcfcfe, 0xfffcfcff, 
+0xfffcfd00, 0xfffcfd01, 0xfffcfd02, 0xfffcfd03, 0xfffcfd04, 0xfffcfd05, 0xfffcfd06, 0xfffcfd07, 
+0xfffcfdf8, 0xfffcfdf9, 0xfffcfdfa, 0xfffcfdfb, 0xfffcfdfc, 0xfffcfdfd, 0xfffcfdfe, 0xfffcfdff, 
+0xfffcfe00, 0xfffcfe01, 0xfffcfe02, 0xfffcfe03, 0xfffcfe04, 0xfffcfe05, 0xfffcfe06, 0xfffcfe07, 
+0xfffcfef8, 0xfffcfef9, 0xfffcfefa, 0xfffcfefb, 0xfffcfefc, 0xfffcfefd, 0xfffcfefe, 0xfffcfeff, 
+0xfffcff00, 0xfffcff01, 0xfffcff02, 0xfffcff03, 0xfffcff04, 0xfffcff05, 0xfffcff06, 0xfffcff07, 
+0xfffcfff8, 0xfffcfff9, 0xfffcfffa, 0xfffcfffb, 0xfffcfffc, 0xfffcfffd, 0xfffcfffe, 0xfffcffff, 
+0xfffd0000, 0xfffd0001, 0xfffd0002, 0xfffd0003, 0xfffd0004, 0xfffd0005, 0xfffd0006, 0xfffd0007, 
+0xfffd00f8, 0xfffd00f9, 0xfffd00fa, 0xfffd00fb, 0xfffd00fc, 0xfffd00fd, 0xfffd00fe, 0xfffd00ff, 
+0xfffd0100, 0xfffd0101, 0xfffd0102, 0xfffd0103, 0xfffd0104, 0xfffd0105, 0xfffd0106, 0xfffd0107, 
+0xfffd01f8, 0xfffd01f9, 0xfffd01fa, 0xfffd01fb, 0xfffd01fc, 0xfffd01fd, 0xfffd01fe, 0xfffd01ff, 
+0xfffd0200, 0xfffd0201, 0xfffd0202, 0xfffd0203, 0xfffd0204, 0xfffd0205, 0xfffd0206, 0xfffd0207, 
+0xfffd02f8, 0xfffd02f9, 0xfffd02fa, 0xfffd02fb, 0xfffd02fc, 0xfffd02fd, 0xfffd02fe, 0xfffd02ff, 
+0xfffd0300, 0xfffd0301, 0xfffd0302, 0xfffd0303, 0xfffd0304, 0xfffd0305, 0xfffd0306, 0xfffd0307, 
+0xfffd03f8, 0xfffd03f9, 0xfffd03fa, 0xfffd03fb, 0xfffd03fc, 0xfffd03fd, 0xfffd03fe, 0xfffd03ff, 
+0xfffd0400, 0xfffd0401, 0xfffd0402, 0xfffd0403, 0xfffd0404, 0xfffd0405, 0xfffd0406, 0xfffd0407, 
+0xfffd04f8, 0xfffd04f9, 0xfffd04fa, 0xfffd04fb, 0xfffd04fc, 0xfffd04fd, 0xfffd04fe, 0xfffd04ff, 
+0xfffd0500, 0xfffd0501, 0xfffd0502, 0xfffd0503, 0xfffd0504, 0xfffd0505, 0xfffd0506, 0xfffd0507, 
+0xfffd05f8, 0xfffd05f9, 0xfffd05fa, 0xfffd05fb, 0xfffd05fc, 0xfffd05fd, 0xfffd05fe, 0xfffd05ff, 
+0xfffd0600, 0xfffd0601, 0xfffd0602, 0xfffd0603, 0xfffd0604, 0xfffd0605, 0xfffd0606, 0xfffd0607, 
+0xfffd06f8, 0xfffd06f9, 0xfffd06fa, 0xfffd06fb, 0xfffd06fc, 0xfffd06fd, 0xfffd06fe, 0xfffd06ff, 
+0xfffd0700, 0xfffd0701, 0xfffd0702, 0xfffd0703, 0xfffd0704, 0xfffd0705, 0xfffd0706, 0xfffd0707, 
+0xfffd07f8, 0xfffd07f9, 0xfffd07fa, 0xfffd07fb, 0xfffd07fc, 0xfffd07fd, 0xfffd07fe, 0xfffd07ff, 
+0xfffdf800, 0xfffdf801, 0xfffdf802, 0xfffdf803, 0xfffdf804, 0xfffdf805, 0xfffdf806, 0xfffdf807, 
+0xfffdf8f8, 0xfffdf8f9, 0xfffdf8fa, 0xfffdf8fb, 0xfffdf8fc, 0xfffdf8fd, 0xfffdf8fe, 0xfffdf8ff, 
+0xfffdf900, 0xfffdf901, 0xfffdf902, 0xfffdf903, 0xfffdf904, 0xfffdf905, 0xfffdf906, 0xfffdf907, 
+0xfffdf9f8, 0xfffdf9f9, 0xfffdf9fa, 0xfffdf9fb, 0xfffdf9fc, 0xfffdf9fd, 0xfffdf9fe, 0xfffdf9ff, 
+0xfffdfa00, 0xfffdfa01, 0xfffdfa02, 0xfffdfa03, 0xfffdfa04, 0xfffdfa05, 0xfffdfa06, 0xfffdfa07, 
+0xfffdfaf8, 0xfffdfaf9, 0xfffdfafa, 0xfffdfafb, 0xfffdfafc, 0xfffdfafd, 0xfffdfafe, 0xfffdfaff, 
+0xfffdfb00, 0xfffdfb01, 0xfffdfb02, 0xfffdfb03, 0xfffdfb04, 0xfffdfb05, 0xfffdfb06, 0xfffdfb07, 
+0xfffdfbf8, 0xfffdfbf9, 0xfffdfbfa, 0xfffdfbfb, 0xfffdfbfc, 0xfffdfbfd, 0xfffdfbfe, 0xfffdfbff, 
+0xfffdfc00, 0xfffdfc01, 0xfffdfc02, 0xfffdfc03, 0xfffdfc04, 0xfffdfc05, 0xfffdfc06, 0xfffdfc07, 
+0xfffdfcf8, 0xfffdfcf9, 0xfffdfcfa, 0xfffdfcfb, 0xfffdfcfc, 0xfffdfcfd, 0xfffdfcfe, 0xfffdfcff, 
+0xfffdfd00, 0xfffdfd01, 0xfffdfd02, 0xfffdfd03, 0xfffdfd04, 0xfffdfd05, 0xfffdfd06, 0xfffdfd07, 
+0xfffdfdf8, 0xfffdfdf9, 0xfffdfdfa, 0xfffdfdfb, 0xfffdfdfc, 0xfffdfdfd, 0xfffdfdfe, 0xfffdfdff, 
+0xfffdfe00, 0xfffdfe01, 0xfffdfe02, 0xfffdfe03, 0xfffdfe04, 0xfffdfe05, 0xfffdfe06, 0xfffdfe07, 
+0xfffdfef8, 0xfffdfef9, 0xfffdfefa, 0xfffdfefb, 0xfffdfefc, 0xfffdfefd, 0xfffdfefe, 0xfffdfeff, 
+0xfffdff00, 0xfffdff01, 0xfffdff02, 0xfffdff03, 0xfffdff04, 0xfffdff05, 0xfffdff06, 0xfffdff07, 
+0xfffdfff8, 0xfffdfff9, 0xfffdfffa, 0xfffdfffb, 0xfffdfffc, 0xfffdfffd, 0xfffdfffe, 0xfffdffff, 
+0xfffe0000, 0xfffe0001, 0xfffe0002, 0xfffe0003, 0xfffe0004, 0xfffe0005, 0xfffe0006, 0xfffe0007, 
+0xfffe00f8, 0xfffe00f9, 0xfffe00fa, 0xfffe00fb, 0xfffe00fc, 0xfffe00fd, 0xfffe00fe, 0xfffe00ff, 
+0xfffe0100, 0xfffe0101, 0xfffe0102, 0xfffe0103, 0xfffe0104, 0xfffe0105, 0xfffe0106, 0xfffe0107, 
+0xfffe01f8, 0xfffe01f9, 0xfffe01fa, 0xfffe01fb, 0xfffe01fc, 0xfffe01fd, 0xfffe01fe, 0xfffe01ff, 
+0xfffe0200, 0xfffe0201, 0xfffe0202, 0xfffe0203, 0xfffe0204, 0xfffe0205, 0xfffe0206, 0xfffe0207, 
+0xfffe02f8, 0xfffe02f9, 0xfffe02fa, 0xfffe02fb, 0xfffe02fc, 0xfffe02fd, 0xfffe02fe, 0xfffe02ff, 
+0xfffe0300, 0xfffe0301, 0xfffe0302, 0xfffe0303, 0xfffe0304, 0xfffe0305, 0xfffe0306, 0xfffe0307, 
+0xfffe03f8, 0xfffe03f9, 0xfffe03fa, 0xfffe03fb, 0xfffe03fc, 0xfffe03fd, 0xfffe03fe, 0xfffe03ff, 
+0xfffe0400, 0xfffe0401, 0xfffe0402, 0xfffe0403, 0xfffe0404, 0xfffe0405, 0xfffe0406, 0xfffe0407, 
+0xfffe04f8, 0xfffe04f9, 0xfffe04fa, 0xfffe04fb, 0xfffe04fc, 0xfffe04fd, 0xfffe04fe, 0xfffe04ff, 
+0xfffe0500, 0xfffe0501, 0xfffe0502, 0xfffe0503, 0xfffe0504, 0xfffe0505, 0xfffe0506, 0xfffe0507, 
+0xfffe05f8, 0xfffe05f9, 0xfffe05fa, 0xfffe05fb, 0xfffe05fc, 0xfffe05fd, 0xfffe05fe, 0xfffe05ff, 
+0xfffe0600, 0xfffe0601, 0xfffe0602, 0xfffe0603, 0xfffe0604, 0xfffe0605, 0xfffe0606, 0xfffe0607, 
+0xfffe06f8, 0xfffe06f9, 0xfffe06fa, 0xfffe06fb, 0xfffe06fc, 0xfffe06fd, 0xfffe06fe, 0xfffe06ff, 
+0xfffe0700, 0xfffe0701, 0xfffe0702, 0xfffe0703, 0xfffe0704, 0xfffe0705, 0xfffe0706, 0xfffe0707, 
+0xfffe07f8, 0xfffe07f9, 0xfffe07fa, 0xfffe07fb, 0xfffe07fc, 0xfffe07fd, 0xfffe07fe, 0xfffe07ff, 
+0xfffef800, 0xfffef801, 0xfffef802, 0xfffef803, 0xfffef804, 0xfffef805, 0xfffef806, 0xfffef807, 
+0xfffef8f8, 0xfffef8f9, 0xfffef8fa, 0xfffef8fb, 0xfffef8fc, 0xfffef8fd, 0xfffef8fe, 0xfffef8ff, 
+0xfffef900, 0xfffef901, 0xfffef902, 0xfffef903, 0xfffef904, 0xfffef905, 0xfffef906, 0xfffef907, 
+0xfffef9f8, 0xfffef9f9, 0xfffef9fa, 0xfffef9fb, 0xfffef9fc, 0xfffef9fd, 0xfffef9fe, 0xfffef9ff, 
+0xfffefa00, 0xfffefa01, 0xfffefa02, 0xfffefa03, 0xfffefa04, 0xfffefa05, 0xfffefa06, 0xfffefa07, 
+0xfffefaf8, 0xfffefaf9, 0xfffefafa, 0xfffefafb, 0xfffefafc, 0xfffefafd, 0xfffefafe, 0xfffefaff, 
+0xfffefb00, 0xfffefb01, 0xfffefb02, 0xfffefb03, 0xfffefb04, 0xfffefb05, 0xfffefb06, 0xfffefb07, 
+0xfffefbf8, 0xfffefbf9, 0xfffefbfa, 0xfffefbfb, 0xfffefbfc, 0xfffefbfd, 0xfffefbfe, 0xfffefbff, 
+0xfffefc00, 0xfffefc01, 0xfffefc02, 0xfffefc03, 0xfffefc04, 0xfffefc05, 0xfffefc06, 0xfffefc07, 
+0xfffefcf8, 0xfffefcf9, 0xfffefcfa, 0xfffefcfb, 0xfffefcfc, 0xfffefcfd, 0xfffefcfe, 0xfffefcff, 
+0xfffefd00, 0xfffefd01, 0xfffefd02, 0xfffefd03, 0xfffefd04, 0xfffefd05, 0xfffefd06, 0xfffefd07, 
+0xfffefdf8, 0xfffefdf9, 0xfffefdfa, 0xfffefdfb, 0xfffefdfc, 0xfffefdfd, 0xfffefdfe, 0xfffefdff, 
+0xfffefe00, 0xfffefe01, 0xfffefe02, 0xfffefe03, 0xfffefe04, 0xfffefe05, 0xfffefe06, 0xfffefe07, 
+0xfffefef8, 0xfffefef9, 0xfffefefa, 0xfffefefb, 0xfffefefc, 0xfffefefd, 0xfffefefe, 0xfffefeff, 
+0xfffeff00, 0xfffeff01, 0xfffeff02, 0xfffeff03, 0xfffeff04, 0xfffeff05, 0xfffeff06, 0xfffeff07, 
+0xfffefff8, 0xfffefff9, 0xfffefffa, 0xfffefffb, 0xfffefffc, 0xfffefffd, 0xfffefffe, 0xfffeffff, 
+0xffff0000, 0xffff0001, 0xffff0002, 0xffff0003, 0xffff0004, 0xffff0005, 0xffff0006, 0xffff0007, 
+0xffff00f8, 0xffff00f9, 0xffff00fa, 0xffff00fb, 0xffff00fc, 0xffff00fd, 0xffff00fe, 0xffff00ff, 
+0xffff0100, 0xffff0101, 0xffff0102, 0xffff0103, 0xffff0104, 0xffff0105, 0xffff0106, 0xffff0107, 
+0xffff01f8, 0xffff01f9, 0xffff01fa, 0xffff01fb, 0xffff01fc, 0xffff01fd, 0xffff01fe, 0xffff01ff, 
+0xffff0200, 0xffff0201, 0xffff0202, 0xffff0203, 0xffff0204, 0xffff0205, 0xffff0206, 0xffff0207, 
+0xffff02f8, 0xffff02f9, 0xffff02fa, 0xffff02fb, 0xffff02fc, 0xffff02fd, 0xffff02fe, 0xffff02ff, 
+0xffff0300, 0xffff0301, 0xffff0302, 0xffff0303, 0xffff0304, 0xffff0305, 0xffff0306, 0xffff0307, 
+0xffff03f8, 0xffff03f9, 0xffff03fa, 0xffff03fb, 0xffff03fc, 0xffff03fd, 0xffff03fe, 0xffff03ff, 
+0xffff0400, 0xffff0401, 0xffff0402, 0xffff0403, 0xffff0404, 0xffff0405, 0xffff0406, 0xffff0407, 
+0xffff04f8, 0xffff04f9, 0xffff04fa, 0xffff04fb, 0xffff04fc, 0xffff04fd, 0xffff04fe, 0xffff04ff, 
+0xffff0500, 0xffff0501, 0xffff0502, 0xffff0503, 0xffff0504, 0xffff0505, 0xffff0506, 0xffff0507, 
+0xffff05f8, 0xffff05f9, 0xffff05fa, 0xffff05fb, 0xffff05fc, 0xffff05fd, 0xffff05fe, 0xffff05ff, 
+0xffff0600, 0xffff0601, 0xffff0602, 0xffff0603, 0xffff0604, 0xffff0605, 0xffff0606, 0xffff0607, 
+0xffff06f8, 0xffff06f9, 0xffff06fa, 0xffff06fb, 0xffff06fc, 0xffff06fd, 0xffff06fe, 0xffff06ff, 
+0xffff0700, 0xffff0701, 0xffff0702, 0xffff0703, 0xffff0704, 0xffff0705, 0xffff0706, 0xffff0707, 
+0xffff07f8, 0xffff07f9, 0xffff07fa, 0xffff07fb, 0xffff07fc, 0xffff07fd, 0xffff07fe, 0xffff07ff, 
+0xfffff800, 0xfffff801, 0xfffff802, 0xfffff803, 0xfffff804, 0xfffff805, 0xfffff806, 0xfffff807, 
+0xfffff8f8, 0xfffff8f9, 0xfffff8fa, 0xfffff8fb, 0xfffff8fc, 0xfffff8fd, 0xfffff8fe, 0xfffff8ff, 
+0xfffff900, 0xfffff901, 0xfffff902, 0xfffff903, 0xfffff904, 0xfffff905, 0xfffff906, 0xfffff907, 
+0xfffff9f8, 0xfffff9f9, 0xfffff9fa, 0xfffff9fb, 0xfffff9fc, 0xfffff9fd, 0xfffff9fe, 0xfffff9ff, 
+0xfffffa00, 0xfffffa01, 0xfffffa02, 0xfffffa03, 0xfffffa04, 0xfffffa05, 0xfffffa06, 0xfffffa07, 
+0xfffffaf8, 0xfffffaf9, 0xfffffafa, 0xfffffafb, 0xfffffafc, 0xfffffafd, 0xfffffafe, 0xfffffaff, 
+0xfffffb00, 0xfffffb01, 0xfffffb02, 0xfffffb03, 0xfffffb04, 0xfffffb05, 0xfffffb06, 0xfffffb07, 
+0xfffffbf8, 0xfffffbf9, 0xfffffbfa, 0xfffffbfb, 0xfffffbfc, 0xfffffbfd, 0xfffffbfe, 0xfffffbff, 
+0xfffffc00, 0xfffffc01, 0xfffffc02, 0xfffffc03, 0xfffffc04, 0xfffffc05, 0xfffffc06, 0xfffffc07, 
+0xfffffcf8, 0xfffffcf9, 0xfffffcfa, 0xfffffcfb, 0xfffffcfc, 0xfffffcfd, 0xfffffcfe, 0xfffffcff, 
+0xfffffd00, 0xfffffd01, 0xfffffd02, 0xfffffd03, 0xfffffd04, 0xfffffd05, 0xfffffd06, 0xfffffd07, 
+0xfffffdf8, 0xfffffdf9, 0xfffffdfa, 0xfffffdfb, 0xfffffdfc, 0xfffffdfd, 0xfffffdfe, 0xfffffdff, 
+0xfffffe00, 0xfffffe01, 0xfffffe02, 0xfffffe03, 0xfffffe04, 0xfffffe05, 0xfffffe06, 0xfffffe07, 
+0xfffffef8, 0xfffffef9, 0xfffffefa, 0xfffffefb, 0xfffffefc, 0xfffffefd, 0xfffffefe, 0xfffffeff, 
+0xffffff00, 0xffffff01, 0xffffff02, 0xffffff03, 0xffffff04, 0xffffff05, 0xffffff06, 0xffffff07, 
+0xfffffff8, 0xfffffff9, 0xfffffffa, 0xfffffffb, 0xfffffffc, 0xfffffffd, 0xfffffffe, 0xffffffff
+};

From 399346e1504f841ad4232925856397da12bb290b Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Mon, 29 Jan 2018 14:10:46 -0800
Subject: [PATCH 029/420] add avx2 libraries

---
 src/Makefile.am | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index 87edf2da..9c996efb 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -5,7 +5,7 @@ AM_CPPFLAGS += -I"@HASHPIPE_INCDIR@"
 AM_CPPFLAGS += -I"@XGPU_INCDIR@"
 
 # AM_CFLAGS is used for all C compiles
-AM_CFLAGS = -ggdb -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx
+AM_CFLAGS = -ggdb -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2
 
 # Convenience variables to group source files
 paper_databuf = paper_databuf.h \

From 687d2a1d36820bc82b8c08f60c3388bb692e04a3 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Mon, 29 Jan 2018 14:16:33 -0800
Subject: [PATCH 030/420] Make Fluffed bytes Long. Fix CPU X-engine buffer
 datatype

---
 src/paper_gpu_thread.c | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index ff313a01..685ec080 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -237,7 +237,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
           gpu_dumps++;
           hashpipe_status_lock_safe(&st);
           hputi8(st.buf, "GPUDUMPS", gpu_dumps);
-          hputr4(st.buf, "GPUGBPS", (float)(8*N_FLUFFED_BYTES_PER_BLOCK*gpu_block_count)/elapsed_gpu_ns);
+          hputr4(st.buf, "GPUGBPS", (float)(8L*N_FLUFFED_BYTES_PER_BLOCK*gpu_block_count)/elapsed_gpu_ns);
           hashpipe_status_unlock_safe(&st);
 
           // Start new average
@@ -274,7 +274,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
             /*
              * Call CPU X engine function
              */
-            xgpuOmpXengine((Complex *)db_out->block[curblock_out].data, context.array_h);
+            xgpuOmpXengine((ComplexInt *)db_out->block[curblock_out].data, context.array_h);
 
             // Mark output block as full and advance
             paper_output_databuf_set_filled(db_out, curblock_out);

From cfba0d09e676044a70fa3b38e5fff2846b2dfee8 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Mon, 29 Jan 2018 14:20:58 -0800
Subject: [PATCH 031/420] make gbps counter long

---
 src/paper_fluff_thread.c | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/paper_fluff_thread.c b/src/paper_fluff_thread.c
index eeabf22c..8d9d597d 100644
--- a/src/paper_fluff_thread.c
+++ b/src/paper_fluff_thread.c
@@ -97,6 +97,7 @@ static void *run(hashpipe_thread_args_t * args)
         memcpy(&db_out->block[curblock_out].header, &db_in->block[curblock_in].header, sizeof(paper_input_header_t));
 
         paper_fluff(db_in->block[curblock_in].data, db_out->block[curblock_out].data);
+        //paper_fluff_lut(db_in->block[curblock_in].data, db_out->block[curblock_out].data);
 
         clock_gettime(CLOCK_MONOTONIC, &finish);
 
@@ -104,7 +105,7 @@ static void *run(hashpipe_thread_args_t * args)
         hashpipe_status_lock_safe(&st);
         // Bits per fluff / ns per fluff = Gbps
         hgetr4(st.buf, "FLUFMING", &min_gbps);
-        gbps = (float)(8*N_BYTES_PER_BLOCK)/ELAPSED_NS(start,finish);
+        gbps = (float)(8L*N_BYTES_PER_BLOCK)/ELAPSED_NS(start,finish); //Gigabits / s
         hputr4(st.buf, "FLUFGBPS", gbps);
         if(min_gbps == 0 || gbps < min_gbps) {
           hputr4(st.buf, "FLUFMING", gbps);

From 740b41f645361c6fd3f88fb698f99134def19ae3 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Mon, 29 Jan 2018 17:04:56 -0800
Subject: [PATCH 032/420] Remove unneeded paper code

---
 src/Makefile.am            |   3 +-
 src/paper_net_thread.c     | 774 ----------------------------------
 src/paper_pktsock_thread.c | 840 -------------------------------------
 3 files changed, 1 insertion(+), 1616 deletions(-)
 delete mode 100644 src/paper_net_thread.c
 delete mode 100644 src/paper_pktsock_thread.c

diff --git a/src/Makefile.am b/src/Makefile.am
index 9c996efb..f749c90f 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -16,8 +16,7 @@ paper_threads = paper_fake_net_thread.c       \
 		paper_gpu_output_thread.c     \
 		paper_gpu_thread.c            \
 		paper_fluff_thread.c          \
-		paper_net_thread.c            \
-		paper_pktsock_thread.c        \
+		hera_pktsock_thread.c         \
 		paper_crc_thread.c
 
 paper_fluff = paper_fluff.h \
diff --git a/src/paper_net_thread.c b/src/paper_net_thread.c
deleted file mode 100644
index ceccb8f6..00000000
--- a/src/paper_net_thread.c
+++ /dev/null
@@ -1,774 +0,0 @@
-/* paper_net_thread.c
- *
- * Routine to read packets from network and put them
- * into shared memory blocks.
- */
-
-#include <stdio.h>
-#include <stdlib.h>
-#include <math.h>
-#include <unistd.h>
-#include <stdint.h>
-#include <string.h>
-#include <pthread.h>
-#include <sys/time.h>
-#include <sys/resource.h>
-#include <sys/types.h>
-#include <errno.h>
-
-#include <xgpu.h>
-
-#include "hashpipe.h"
-#include "paper_databuf.h"
-
-#define DEBUG_NET
-
-#ifndef MIN
-#define MIN(a,b) ((a) < (b) ? (a) : (b))
-#endif
-
-#ifndef MAX
-#define MAX(a,b) ((a) > (b) ? (a) : (b))
-#endif
-
-typedef struct {
-    uint64_t mcnt;
-    int      fid;	// Fengine ID
-    int      xid;	// Xengine ID
-} packet_header_t;
-
-// The fields of a block_info_t structure hold (at least) two different kinds
-// of data.  Some fields hold data that persist over many packets while other
-// fields hold data that are only applicable to the current packet (or the
-// previous packet).
-typedef struct {
-    int initialized;
-    int32_t  self_xid;
-    uint64_t mcnt_start;
-    uint64_t mcnt_log_late;
-    int out_of_seq_cnt;
-    int block_i;
-    // The m,x,f fields hold three of the five dimensional indices for
-    // the first data word of the current packet (i.e. t=0 and c=0).
-    int m; // formerly known as sub_block_i
-    int f;
-    int block_packet_counter[N_INPUT_BLOCKS];
-} block_info_t;
-
-static hashpipe_status_t *st_p;
-
-#if 0
-static void print_pkt_header(packet_header_t * pkt_header) {
-
-    static long long prior_mcnt;
-
-    printf("packet header : mcnt %012lx (diff from prior %lld) fid %d xid %d\n",
-	   pkt_header->mcnt, pkt_header->mcnt-prior_mcnt, pkt_header->fid, pkt_header->xid);
-
-    prior_mcnt = pkt_header->mcnt;
-}
-#endif
-
-#ifdef DIE_ON_OUT_OF_SEQ_FILL
-static void print_block_info(block_info_t * binfo) {
-    printf("binfo : mcnt_start %012lx block_i %d m=%02d f=%d\n",
-           binfo->mcnt_start, binfo->block_i, binfo->m, binfo->f);
-}
-
-static void print_block_packet_counter(block_info_t * binfo) {
-    int i;
-    for(i=0;i<N_INPUT_BLOCKS;i++) {
-	if(i == binfo->block_i) {
-		fprintf(stdout, "*%03d ", binfo->block_packet_counter[i]);	
-	} else {
-		fprintf(stdout, " %03d ", binfo->block_packet_counter[i]);	
-	}
-    }
-    fprintf(stdout, "\n");
-}
-
-static void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
-
-    int i;
-
-    for(i=0; i < N_INPUT_BLOCKS; i++) {
-	printf("block %d mcnt %012lx\n", i, paper_input_databuf_p->block[i].header.mcnt);
-    }
-}
-#endif // DIE_ON_OUT_OF_SEQ_FILL
-
-// Returns physical block number for given mcnt
-static inline int block_for_mcnt(uint64_t mcnt)
-{
-    return (mcnt / Nm) % N_INPUT_BLOCKS;
-}
-
-#ifdef LOG_MCNTS
-#define MAX_MCNT_LOG (1024*1024)
-//static uint64_t mcnt_log[MAX_MCNT_LOG];
-//static int mcnt_log_idx = 0;
-static int total_packets_counted = 0;
-static int expected_packets_counted = 0;
-static int late_packets_counted = 0;
-static int outofseq_packets_counted = 0;
-static int filled_packets_counted = 0;
-
-void dump_mcnt_log(int xid)
-{
-    //int i;
-    char fname[80];
-    FILE *f;
-    sprintf(fname, "mcnt.xid%02d.log", xid);
-    f = fopen(fname,"w");
-    fprintf(f, "expected packets counted = %d\n", expected_packets_counted);
-    fprintf(f, "late     packets counted = %d\n", late_packets_counted);
-    fprintf(f, "outofseq packets counted = %d\n", outofseq_packets_counted);
-    fprintf(f, "total    packets counted = %d\n", total_packets_counted);
-    fprintf(f, "filled   packets counted = %d\n", filled_packets_counted);
-    //for(i=0; i<MAX_MCNT_LOG; i++) {
-    //    if(mcnt_log[i] == 0) break;
-    //    fprintf(f, "%012lx\n", mcnt_log[i]);
-    //}
-    fclose(f);
-}
-#endif
-
-static inline void get_header (struct hashpipe_udp_packet *p, packet_header_t * pkt_header)
-{
-#ifdef TIMING_TEST
-    static int pkt_counter=0;
-    pkt_header->mcnt = (pkt_counter / (Nx*Nq*Nf)) %  Nm;
-    pkt_header->xid  = (pkt_counter / (   Nq*Nf)) %  Nx;
-    pkt_header->fid  = (pkt_counter             ) % (Nq*Nf);
-    pkt_counter++;
-#else
-    uint64_t raw_header;
-    raw_header = be64toh(*(unsigned long long *)p->data);
-    pkt_header->mcnt        = raw_header >> 16;
-    pkt_header->xid         = raw_header        & 0x00000000000000FF;
-    pkt_header->fid         = (raw_header >> 8) & 0x00000000000000FF;
-#endif
-
-#ifdef LOG_MCNTS
-    total_packets_counted++;
-    //mcnt_log[mcnt_log_idx++] = pkt_header->mcnt;
-    //if(mcnt_log_idx == MAX_MCNT_LOG) {
-    //    dump_mcnt_log(pkt_header->xid);
-    //    abort();
-    //}
-    if(total_packets_counted == 10*1000*1000) {
-	dump_mcnt_log(pkt_header->xid);
-	abort();
-    }
-#endif
-}
-
-#ifdef DIE_ON_OUT_OF_SEQ_FILL
-static void die(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
-{
-    print_block_info(binfo);
-    print_block_packet_counter(binfo);
-    print_ring_mcnts(paper_input_databuf_p);
-#ifdef LOG_MCNTS
-    dump_mcnt_log();
-#endif
-    abort(); // End process and generate core file (if ulimit allows)
-}
-#endif
-
-// This sets the "current" block to be marked as filled.  The current block is
-// the block corresponding to binfo->mcnt_start.  Returns mcnt of the block
-// being marked filled.
-static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
-{
-    static int last_filled = -1;
-
-    uint32_t block_missed_pkt_cnt=N_PACKETS_PER_BLOCK, block_missed_mod_cnt, block_missed_feng, missed_pkt_cnt=0;
-
-    uint32_t block_i = block_for_mcnt(binfo->mcnt_start);
-
-    // Validate that we're filling blocks in the proper sequence
-    last_filled = (last_filled+1) % N_INPUT_BLOCKS;
-    if(last_filled != block_i) {
-	printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
-#ifdef DIE_ON_OUT_OF_SEQ_FILL
-	die(paper_input_databuf_p, binfo);
-#endif
-    }
-
-    // Validate that block_i matches binfo->block_i
-    if(block_i != binfo->block_i) {
-	hashpipe_warn(__FUNCTION__,
-		"block_i for binfo's mcnt (%d) != binfo's block_i (%d)",
-		block_i, binfo->block_i);
-    }
-#ifdef LOG_MCNTS
-    filled_packets_counted += binfo->block_packet_counter[block_i];
-#endif
-
-    // If all packets are accounted for, mark this block as good
-    if(binfo->block_packet_counter[block_i] == N_PACKETS_PER_BLOCK) {
-	paper_input_databuf_p->block[block_i].header.good_data = 1;
-    }
-
-    // Set the block as filled
-    if(paper_input_databuf_set_filled(paper_input_databuf_p, block_i) != HASHPIPE_OK) {
-	hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
-	pthread_exit(NULL);
-    }
-
-    // Calculate missing packets.
-    block_missed_pkt_cnt = N_PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
-    // If we missed more than N_PACKETS_PER_BLOCK_PER_F, then assume we
-    // are missing one or more F engines.  Any missed packets beyond an
-    // integer multiple of N_PACKETS_PER_BLOCK_PER_F will be considered
-    // as dropped packets.
-    block_missed_feng    = block_missed_pkt_cnt / N_PACKETS_PER_BLOCK_PER_F;
-    block_missed_mod_cnt = block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F;
-
-    // Reinitialize our XID to -1 (unknown until read from status buffer)
-    binfo->self_xid = -1;
-
-    // Update status buffer
-    hashpipe_status_lock_busywait_safe(st_p);
-    hputu4(st_p->buf, "NETBKOUT", block_i);
-    hputu4(st_p->buf, "MISSEDFE", block_missed_feng);
-    if(block_missed_mod_cnt) {
-	// Increment MISSEDPK by number of missed packets for this block
-	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
-	missed_pkt_cnt += block_missed_mod_cnt;
-	hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
-    //  fprintf(stderr, "got %d packets instead of %d\n",
-    //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
-    }
-    // Update our XID from status buffer
-    hgeti4(st_p->buf, "XID", &binfo->self_xid);
-    hashpipe_status_unlock_safe(st_p);
-
-    return binfo->mcnt_start;
-}
-
-static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_header)
-{
-    if(pkt_header->fid >= Nf) {
-	hashpipe_error(__FUNCTION__,
-		"current packet FID %u out of range (0-%d)",
-		pkt_header->fid, Nf-1);
-	return -1;
-    } else if(pkt_header->xid != binfo->self_xid && binfo->self_xid != -1) {
-	hashpipe_error(__FUNCTION__,
-		"unexpected packet XID %d (expected %d)",
-		pkt_header->xid, binfo->self_xid);
-	return -1;
-    }
-
-    binfo->m = pkt_header->mcnt % Nm;
-    binfo->f = pkt_header->fid;
-
-    return 0;
-}
-
-// This allows for 2 out of sequence packets from each F engine (in a row)
-#define MAX_OUT_OF_SEQ (2*Nf)
-
-// This allows packets to be two full databufs late without being considered
-// out of sequence.
-#define LATE_PKT_MCNT_THRESHOLD (2*Nm*N_INPUT_BLOCKS)
-
-// Initialize a block by clearing its "good data" flag and saving the first
-// (i.e. earliest) mcnt of the block.  Note that mcnt does not have to be a
-// multiple of Nm (number of mcnts per block).  In theory, the block's data
-// could be cleared as well, but that takes time and is largely unnecessary in
-// a properly functionong system.
-static inline void initialize_block(paper_input_databuf_t * paper_input_databuf_p, uint64_t mcnt)
-{
-    int block_i = block_for_mcnt(mcnt);
-
-    paper_input_databuf_p->block[block_i].header.good_data = 0;
-    // Round pkt_mcnt down to nearest multiple of Nm
-    paper_input_databuf_p->block[block_i].header.mcnt = mcnt - (mcnt%Nm);
-}
-
-// This function must be called once and only once per block_info structure!
-// Subsequent calls are no-ops.
-static inline void initialize_block_info(block_info_t * binfo)
-{
-    int i;
-
-    // If this block_info structure has already been initialized
-    if(binfo->initialized) {
-	return;
-    }
-
-    for(i = 0; i < N_INPUT_BLOCKS; i++) {
-	binfo->block_packet_counter[i] = 0;
-    }
-
-    // Initialize our XID to -1 (unknown until read from status buffer)
-    binfo->self_xid = -1;
-    // Update our XID from status buffer
-    hashpipe_status_lock_busywait_safe(st_p);
-    hgeti4(st_p->buf, "XID", &binfo->self_xid);
-    hashpipe_status_unlock_safe(st_p);
-
-    // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
-    binfo->mcnt_start = 0;
-    binfo->mcnt_log_late = Nm;
-    binfo->block_i = 0;
-
-    binfo->out_of_seq_cnt = 0;
-    binfo->initialized = 1;
-}
-
-// This function returns -1 unless the given packet causes a block to be marked
-// as filled in which case this function returns the marked block's first mcnt.
-// Any return value other than -1 will be stored in the status memory as
-// NETMCNT, so it is important that values other than -1 are returned rarely
-// (i.e. when marking a block as filled)!!!
-static inline uint64_t process_packet(paper_input_databuf_t *paper_input_databuf_p, struct hashpipe_udp_packet *p)
-{
-
-    static block_info_t binfo;
-    packet_header_t pkt_header;
-    const uint64_t *payload_p;
-    int pkt_block_i;
-    uint64_t *dest_p;
-    int64_t pkt_mcnt_dist;
-    uint64_t pkt_mcnt;
-    uint64_t cur_mcnt;
-    uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
-#if N_DEBUG_INPUT_BLOCKS == 1
-    static uint64_t debug_remaining = -1ULL;
-    static off_t debug_offset = 0;
-    uint64_t * debug_ptr;
-#endif
-
-    // Lazy init binfo
-    if(!binfo.initialized) {
-	initialize_block_info(&binfo);
-    }
-
-    // Parse packet header
-    get_header(p, &pkt_header);
-    pkt_mcnt = pkt_header.mcnt;
-    pkt_block_i = block_for_mcnt(pkt_mcnt);
-    cur_mcnt = binfo.mcnt_start;
-
-    // Packet mcnt distance (how far away is this packet's mcnt from the
-    // current mcnt).  Positive distance for pcnt mcnts > current mcnt.
-    pkt_mcnt_dist = pkt_mcnt - cur_mcnt;
-
-#if N_DEBUG_INPUT_BLOCKS == 1
-    debug_ptr = (uint64_t *)&paper_input_databuf_p->block[N_INPUT_BLOCKS];
-    debug_ptr[debug_offset++] = be64toh(*(uint64_t *)(p->data));
-    if(--debug_remaining == 0) {
-	exit(1);
-    }
-    if(debug_offset >= sizeof(paper_input_block_t)/sizeof(uint64_t)) {
-	debug_offset = 0;
-    }
-#endif
-
-    // We expect packets for the current block, the next block, and the block after.
-    if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*Nm) {
-	// If the packet is for the block after the next block (i.e. current
-	// block + 2 blocks)
-	if(pkt_mcnt_dist >= 2*Nm) {
-	    // Mark the current block as filled
-	    netmcnt = set_block_filled(paper_input_databuf_p, &binfo);
-
-	    // Advance mcnt_start to next block
-	    cur_mcnt += Nm;
-	    binfo.mcnt_start += Nm;
-	    binfo.block_i = (binfo.block_i + 1) % N_INPUT_BLOCKS;
-
-	    // Wait (hopefully not long!) to acquire the block after next (i.e.
-	    // the block that gets the current packet).
-	    if(paper_input_databuf_busywait_free(paper_input_databuf_p, pkt_block_i) != HASHPIPE_OK) {
-		if (errno == EINTR) {
-		    // Interrupted by signal, return -1
-		    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
-		    pthread_exit(NULL);
-		    return -1; // We're exiting so return value is kind of moot
-		} else {
-		    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-		    pthread_exit(NULL);
-		    return -1; // We're exiting so return value is kind of moot
-		}
-	    }
-
-	    // Initialize the newly acquired block
-	    initialize_block(paper_input_databuf_p, pkt_mcnt);
-	    // Reset binfo's packet counter for this packet's block
-	    binfo.block_packet_counter[pkt_block_i] = 0;
-	}
-
-	// Reset out-of-seq counter
-	binfo.out_of_seq_cnt = 0;
-
-	// Increment packet count for block
-	binfo.block_packet_counter[pkt_block_i]++;
-#ifdef LOG_MCNTS
-	expected_packets_counted++;
-#endif
-
-	// Validate header FID and XID and calculate "m" and "f" indexes into
-	// block (stored in binfo).
-	if(calc_block_indexes(&binfo, &pkt_header)) {
-	    // Bad packet, error already reported
-	    return -1;
-	}
-
-	// Calculate starting points for unpacking this packet into block's data buffer.
-	dest_p = paper_input_databuf_p->block[pkt_block_i].data
-	    + paper_input_databuf_data_idx(binfo.m, binfo.f, 0, 0);
-	payload_p        = (uint64_t *)(p->data+8);
-
-	// Copy data into buffer
-	memcpy(dest_p, payload_p, N_BYTES_PER_PACKET);
-
-	return netmcnt;
-    }
-    // Else, if packet is late, but not too late (so we can handle F engine
-    // restarts and MCNT rollover), then ignore it
-    else if(pkt_mcnt_dist < 0 && pkt_mcnt_dist > -LATE_PKT_MCNT_THRESHOLD) {
-	// If not just after an mcnt reset, issue warning.
-	if(cur_mcnt >= binfo.mcnt_log_late) {
-	    hashpipe_warn("paper_net_thread",
-		    "Ignoring late packet (%d mcnts late)",
-		    cur_mcnt - pkt_mcnt);
-	}
-#ifdef LOG_MCNTS
-	late_packets_counted++;
-#endif
-	return -1;
-    }
-    // Else, it is an "out-of-order" packet.
-    else {
-	// If not at start-up and this is the first out of order packet,
-	// issue warning.
-	if(cur_mcnt != 0 && binfo.out_of_seq_cnt == 0) {
-	    hashpipe_warn("paper_net_thread",
-		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
-		    pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);
-	}
-
-	// Increment out-of-seq packet counter
-	binfo.out_of_seq_cnt++;
-#ifdef LOG_MCNTS
-	outofseq_packets_counted++;
-#endif
-
-	// If too may out-of-seq packets
-	if(binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ) {
-	    // Reset current mcnt.  The value to reset to must be the first
-	    // value greater than or equal to pkt_mcnt that corresponds to the
-	    // same databuf block as the old current mcnt.
-	    if(binfo.block_i > pkt_block_i) {
-		// Advance pkt_mcnt to correspond to binfo.block_i
-		pkt_mcnt += Nm*(binfo.block_i - pkt_block_i);
-	    } else if(binfo.block_i < pkt_block_i) {
-		// Advance pkt_mcnt to binfo.block_i + N_INPUT_BLOCKS blocks
-		pkt_mcnt += Nm*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
-	    }
-	    // Round pkt_mcnt down to nearest multiple of Nm
-	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%Nm);
-	    binfo.mcnt_log_late = binfo.mcnt_start + Nm;
-	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
-	    hashpipe_warn("paper_net_thread",
-		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx",
-		    binfo.mcnt_start, block_for_mcnt(binfo.mcnt_start), pkt_mcnt);
-	    // Reinitialize/recycle our two already acquired blocks with new
-	    // mcnt values.
-	    initialize_block(paper_input_databuf_p, binfo.mcnt_start);
-	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+Nm);
-	    // Reset binfo's packet counters for these blocks.
-	    binfo.block_packet_counter[binfo.block_i] = 0;
-	    binfo.block_packet_counter[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;
-	}
-	return -1;
-    }
-
-    return netmcnt;
-}
-
-#define ELAPSED_NS(start,stop) \
-  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
-
-static void *run(hashpipe_thread_args_t * args)
-{
-    // Local aliases to shorten access to args fields
-    // Our output buffer happens to be a paper_input_databuf
-    paper_input_databuf_t *db = (paper_input_databuf_t *)args->obuf;
-    hashpipe_status_t st = args->st;
-    const char * status_key = args->thread_desc->skey;
-
-    st_p = &st;	// allow global (this source file) access to the status buffer
-
-    // Flag that holds off the net thread
-    int holdoff = 1;
-
-    // Force ourself into the hold off state
-    hashpipe_status_lock_safe(&st);
-    hputi4(st.buf, "NETHOLD", 1);
-    hashpipe_status_unlock_safe(&st);
-
-    while(holdoff) {
-	// We're not in any hurry to startup
-	sleep(1);
-	hashpipe_status_lock_safe(&st);
-	// Look for NETHOLD value
-	hgeti4(st.buf, "NETHOLD", &holdoff);
-	if(!holdoff) {
-	    // Done holding, so delete the key
-	    hdel(st.buf, "NETHOLD");
-	}
-	hashpipe_status_unlock_safe(&st);
-    }
-
-#ifdef DEBUG_SEMS
-    fprintf(stderr, "s/tid %lu/NET/' <<.\n", pthread_self());
-#endif
-
-#if 0
-    /* Copy status buffer */
-    char status_buf[HASHPIPE_STATUS_SIZE];
-    hashpipe_status_lock_busywait_safe(st_p);
-    memcpy(status_buf, st_p->buf, HASHPIPE_STATUS_SIZE);
-    hashpipe_status_unlock_safe(st_p);
-#endif
-
-    /* Read network params */
-    struct hashpipe_udp_params up = {
-	.bindhost = "0.0.0.0",
-	.bindport = 8511,
-	.packet_size = 8200
-    };
-    hashpipe_status_lock_safe(&st);
-    // Get info from status buffer if present (no change if not present)
-    hgets(st.buf, "BINDHOST", 80, up.bindhost);
-    hgeti4(st.buf, "BINDPORT", &up.bindport);
-    // Store bind host/port info etc in status buffer
-    hputs(st.buf, "BINDHOST", up.bindhost);
-    hputi4(st.buf, "BINDPORT", up.bindport);
-    hputu4(st.buf, "MISSEDFE", 0);
-    hputu4(st.buf, "MISSEDPK", 0);
-    hputs(st.buf, status_key, "running");
-    hashpipe_status_unlock_safe(&st);
-
-    struct hashpipe_udp_packet p;
-
-    /* Give all the threads a chance to start before opening network socket */
-    sleep(1);
-
-
-#ifndef TIMING_TEST
-    /* Set up UDP socket */
-    int rv = hashpipe_udp_init(&up);
-    if (rv!=HASHPIPE_OK) {
-        hashpipe_error("paper_net_thread",
-                "Error opening UDP socket.");
-        pthread_exit(NULL);
-    }
-    pthread_cleanup_push((void *)hashpipe_udp_close, &up);
-#endif
-
-    // Acquire first two blocks to start
-    if(paper_input_databuf_busywait_free(db, 0) != HASHPIPE_OK) {
-	if (errno == EINTR) {
-	    // Interrupted by signal, return -1
-	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
-	    pthread_exit(NULL);
-	} else {
-	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-	    pthread_exit(NULL);
-	}
-    }
-    if(paper_input_databuf_busywait_free(db, 1) != HASHPIPE_OK) {
-	if (errno == EINTR) {
-	    // Interrupted by signal, return -1
-	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
-	    pthread_exit(NULL);
-	} else {
-	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-	    pthread_exit(NULL);
-	}
-    }
-
-    // Initialize the newly acquired block
-    initialize_block(db, 0);
-    initialize_block(db, Nm);
-
-    /* Main loop */
-    uint64_t packet_count = 0;
-    uint64_t wait_ns = 0; // ns for most recent wait
-    uint64_t recv_ns = 0; // ns for most recent recv
-    uint64_t proc_ns = 0; // ns for most recent proc
-    uint64_t min_wait_ns = 99999; // min ns per single wait
-    uint64_t min_recv_ns = 99999; // min ns per single recv
-    uint64_t min_proc_ns = 99999; // min ns per single proc
-    uint64_t max_wait_ns = 0;     // max ns per single wait
-    uint64_t max_recv_ns = 0;     // max ns per single recv
-    uint64_t max_proc_ns = 0;     // max ns per single proc
-    uint64_t elapsed_wait_ns = 0; // cumulative wait time per block
-    uint64_t elapsed_recv_ns = 0; // cumulative recv time per block
-    uint64_t elapsed_proc_ns = 0; // cumulative proc time per block
-    uint64_t status_ns = 0; // User to fetch ns values from status buffer
-    float ns_per_wait = 0.0; // Average ns per wait over 1 block
-    float ns_per_recv = 0.0; // Average ns per recv over 1 block
-    float ns_per_proc = 0.0; // Average ns per proc over 1 block
-    struct timespec start, stop;
-    struct timespec recv_start, recv_stop;
-
-    while (run_threads()) {
-
-#ifndef TIMING_TEST
-        /* Read packet */
-	clock_gettime(CLOCK_MONOTONIC, &recv_start);
-	do {
-	    clock_gettime(CLOCK_MONOTONIC, &start);
-	    p.packet_size = recv(up.sock, p.data, HASHPIPE_MAX_PACKET_SIZE, 0);
-	    clock_gettime(CLOCK_MONOTONIC, &recv_stop);
-	} while (p.packet_size == -1 && (errno == EAGAIN || errno == EWOULDBLOCK) && run_threads());
-	if(!run_threads()) break;
-	// Make sure received packet size (p.packet_size) matches expected
-	// packet size (up.packet_size).  Allow for optional 8 byte CRC in
-	// received packet.  Zlib's crc32 function is too slow to use in
-	// realtime, so CRCs cannot be checked on the fly.  If data errors are
-	// suspected, a separate CRC checking utility should be used to read
-	// the packets from the network and verify CRCs.
-        if (up.packet_size != p.packet_size && up.packet_size != p.packet_size-8) {
-	    // If an error was returned instead of a valid packet size
-            if (p.packet_size == -1) {
-		// Log error and exit
-                hashpipe_error("paper_net_thread",
-                        "hashpipe_udp_recv returned error");
-                perror("hashpipe_udp_recv");
-                pthread_exit(NULL);
-            } else {
-		// Log warning and ignore wrongly sized packet
-                #ifdef DEBUG_NET
-                hashpipe_warn("paper_net_thread", "Incorrect pkt size (%d)", p.packet_size);
-                #endif
-                continue;
-            }
-	}
-#endif
-	packet_count++;
-
-        // Copy packet into any blocks where it belongs.
-        const uint64_t mcnt = process_packet((paper_input_databuf_t *)db, &p);
-
-	clock_gettime(CLOCK_MONOTONIC, &stop);
-	wait_ns = ELAPSED_NS(recv_start, start);
-	recv_ns = ELAPSED_NS(start, recv_stop);
-	proc_ns = ELAPSED_NS(recv_stop, stop);
-	elapsed_wait_ns += wait_ns;
-	elapsed_recv_ns += recv_ns;
-	elapsed_proc_ns += proc_ns;
-	// Update min max values
-	min_wait_ns = MIN(wait_ns, min_wait_ns);
-	min_recv_ns = MIN(recv_ns, min_recv_ns);
-	min_proc_ns = MIN(proc_ns, min_proc_ns);
-	max_wait_ns = MAX(wait_ns, max_wait_ns);
-	max_recv_ns = MAX(recv_ns, max_recv_ns);
-	max_proc_ns = MAX(proc_ns, max_proc_ns);
-
-        if(mcnt != -1) {
-            // Update status
-            ns_per_wait = (float)elapsed_wait_ns / packet_count;
-            ns_per_recv = (float)elapsed_recv_ns / packet_count;
-            ns_per_proc = (float)elapsed_proc_ns / packet_count;
-
-            hashpipe_status_lock_busywait_safe(&st);
-
-            hputu8(st.buf, "NETMCNT", mcnt);
-	    // Gbps = bits_per_packet / ns_per_packet
-	    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
-            hputr4(st.buf, "NETGBPS", 8*(N_BYTES_PER_PACKET+8)/(ns_per_recv+ns_per_proc));
-            hputr4(st.buf, "NETWATNS", ns_per_wait);
-            hputr4(st.buf, "NETRECNS", ns_per_recv);
-            hputr4(st.buf, "NETPRCNS", ns_per_proc);
-
-	    // Get and put min and max values.  The "get-then-put" allows the
-	    // user to reset the min max values in the status buffer.
-	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
-	    status_ns = MIN(min_wait_ns, status_ns);
-            hputi8(st.buf, "NETWATMN", status_ns);
-
-            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
-	    status_ns = MIN(min_recv_ns, status_ns);
-            hputi8(st.buf, "NETRECMN", status_ns);
-
-            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
-	    status_ns = MIN(min_proc_ns, status_ns);
-            hputi8(st.buf, "NETPRCMN", status_ns);
-
-            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
-	    status_ns = MAX(max_wait_ns, status_ns);
-            hputi8(st.buf, "NETWATMX", status_ns);
-
-            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
-	    status_ns = MAX(max_recv_ns, status_ns);
-            hputi8(st.buf, "NETRECMX", status_ns);
-
-            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
-	    status_ns = MAX(max_proc_ns, status_ns);
-            hputi8(st.buf, "NETPRCMX", status_ns);
-
-
-            hashpipe_status_unlock_safe(&st);
-
-	    // Start new average
-	    elapsed_wait_ns = 0;
-	    elapsed_recv_ns = 0;
-	    elapsed_proc_ns = 0;
-	    packet_count = 0;
-        }
-
-#if defined TIMING_TEST || defined NET_TIMING_TEST
-
-#define END_LOOP_COUNT (1*1000*1000)
-	static int loop_count=0;
-	static struct timespec tt_start, tt_stop;
-	if(loop_count == 0) {
-	    clock_gettime(CLOCK_MONOTONIC, &tt_start);
-	}
-	//if(loop_count == 1000000) pthread_exit(NULL);
-	if(loop_count == END_LOOP_COUNT) {
-	    clock_gettime(CLOCK_MONOTONIC, &tt_stop);
-	    int64_t elapsed = ELAPSED_NS(tt_start, tt_stop);
-	    printf("processed %d packets in %.6f ms (%.3f us per packet)\n",
-		    END_LOOP_COUNT, elapsed/1e6, elapsed/1e3/END_LOOP_COUNT);
-	    exit(0);
-	}
-	loop_count++;
-#endif
-
-        /* Will exit if thread has been cancelled */
-        pthread_testcancel();
-    }
-
-#ifndef TIMING_TEST
-    /* Have to close all push's */
-    pthread_cleanup_pop(1); /* Closes push(hashpipe_udp_close) */
-#endif
-
-    return NULL;
-}
-
-static hashpipe_thread_desc_t net_thread = {
-    name: "paper_net_thread",
-    skey: "NETSTAT",
-    init: NULL,
-    run:  run,
-    ibuf_desc: {NULL},
-    obuf_desc: {paper_input_databuf_create}
-};
-
-static __attribute__((constructor)) void ctor()
-{
-  register_hashpipe_thread(&net_thread);
-}
-
-// vi: set ts=8 sw=4 noet :
diff --git a/src/paper_pktsock_thread.c b/src/paper_pktsock_thread.c
deleted file mode 100644
index b1a0911a..00000000
--- a/src/paper_pktsock_thread.c
+++ /dev/null
@@ -1,840 +0,0 @@
-/* paper_pktsock_thread.c
- *
- * Routine to read packets from network and put them
- * into shared memory blocks.
- */
-
-#include <stdio.h>
-#include <stdlib.h>
-#include <math.h>
-#include <unistd.h>
-#include <stdint.h>
-#include <string.h>
-#include <pthread.h>
-#include <sys/time.h>
-#include <sys/resource.h>
-#include <sys/types.h>
-#include <errno.h>
-
-#include <xgpu.h>
-
-#include "hashpipe.h"
-#include "paper_databuf.h"
-
-#define DEBUG_NET
-
-#ifndef MIN
-#define MIN(a,b) ((a) < (b) ? (a) : (b))
-#endif
-
-#ifndef MAX
-#define MAX(a,b) ((a) > (b) ? (a) : (b))
-#endif
-
-#define PKTSOCK_BYTES_PER_FRAME (16384)
-#define PKTSOCK_FRAMES_PER_BLOCK (8)
-#define PKTSOCK_NBLOCKS (800)
-#define PKTSOCK_NFRAMES (PKTSOCK_FRAMES_PER_BLOCK * PKTSOCK_NBLOCKS)
-
-typedef struct {
-    uint64_t mcnt;
-    int      fid;	// Fengine ID
-    int      xid;	// Xengine ID
-} packet_header_t;
-
-// The fields of a block_info_t structure hold (at least) two different kinds
-// of data.  Some fields hold data that persist over many packets while other
-// fields hold data that are only applicable to the current packet (or the
-// previous packet).
-typedef struct {
-    int initialized;
-    int32_t  self_xid;
-    uint64_t mcnt_start;
-    uint64_t mcnt_log_late;
-    int out_of_seq_cnt;
-    int block_i;
-    // The m,x,f fields hold three of the five dimensional indices for
-    // the first data word of the current packet (i.e. t=0 and c=0).
-    int m; // formerly known as sub_block_i
-    int f;
-    int block_packet_counter[N_INPUT_BLOCKS];
-} block_info_t;
-
-static hashpipe_status_t *st_p;
-
-#if 0
-static void print_pkt_header(packet_header_t * pkt_header) {
-
-    static long long prior_mcnt;
-
-    printf("packet header : mcnt %012lx (diff from prior %lld) fid %d xid %d\n",
-	   pkt_header->mcnt, pkt_header->mcnt-prior_mcnt, pkt_header->fid, pkt_header->xid);
-
-    prior_mcnt = pkt_header->mcnt;
-}
-#endif
-
-#ifdef DIE_ON_OUT_OF_SEQ_FILL
-static void print_block_info(block_info_t * binfo) {
-    printf("binfo : mcnt_start %012lx block_i %d m=%02d f=%d\n",
-           binfo->mcnt_start, binfo->block_i, binfo->m, binfo->f);
-}
-
-static void print_block_packet_counter(block_info_t * binfo) {
-    int i;
-    for(i=0;i<N_INPUT_BLOCKS;i++) {
-	if(i == binfo->block_i) {
-		fprintf(stdout, "*%03d ", binfo->block_packet_counter[i]);	
-	} else {
-		fprintf(stdout, " %03d ", binfo->block_packet_counter[i]);	
-	}
-    }
-    fprintf(stdout, "\n");
-}
-
-static void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
-
-    int i;
-
-    for(i=0; i < N_INPUT_BLOCKS; i++) {
-	printf("block %d mcnt %012lx\n", i, paper_input_databuf_p->block[i].header.mcnt);
-    }
-}
-#endif // DIE_ON_OUT_OF_SEQ_FILL
-
-// Returns physical block number for given mcnt
-static inline int block_for_mcnt(uint64_t mcnt)
-{
-    return (mcnt / Nm) % N_INPUT_BLOCKS;
-}
-
-#ifdef LOG_MCNTS
-#define MAX_MCNT_LOG (1024*1024)
-//static uint64_t mcnt_log[MAX_MCNT_LOG];
-//static int mcnt_log_idx = 0;
-static int total_packets_counted = 0;
-static int expected_packets_counted = 0;
-static int late_packets_counted = 0;
-static int outofseq_packets_counted = 0;
-static int filled_packets_counted = 0;
-
-void dump_mcnt_log(int xid)
-{
-    //int i;
-    char fname[80];
-    FILE *f;
-    sprintf(fname, "mcnt.xid%02d.log", xid);
-    f = fopen(fname,"w");
-    fprintf(f, "expected packets counted = %d\n", expected_packets_counted);
-    fprintf(f, "late     packets counted = %d\n", late_packets_counted);
-    fprintf(f, "outofseq packets counted = %d\n", outofseq_packets_counted);
-    fprintf(f, "total    packets counted = %d\n", total_packets_counted);
-    fprintf(f, "filled   packets counted = %d\n", filled_packets_counted);
-    //for(i=0; i<MAX_MCNT_LOG; i++) {
-    //    if(mcnt_log[i] == 0) break;
-    //    fprintf(f, "%012lx\n", mcnt_log[i]);
-    //}
-    fclose(f);
-}
-#endif
-
-static inline void get_header (unsigned char *p_frame, packet_header_t * pkt_header)
-{
-#ifdef TIMING_TEST
-    static int pkt_counter=0;
-    pkt_header->mcnt = (pkt_counter / (Nx*Nq*Nf)) %  Nm;
-    pkt_header->xid  = (pkt_counter / (   Nq*Nf)) %  Nx;
-    pkt_header->fid  = (pkt_counter             ) % (Nq*Nf);
-    pkt_counter++;
-#else
-    uint64_t raw_header;
-    raw_header = be64toh(*(unsigned long long *)PKT_UDP_DATA(p_frame));
-    pkt_header->mcnt        = raw_header >> 16;
-    pkt_header->xid         = raw_header        & 0x00000000000000FF;
-    pkt_header->fid         = (raw_header >> 8) & 0x00000000000000FF;
-#endif
-
-#ifdef LOG_MCNTS
-    total_packets_counted++;
-    //mcnt_log[mcnt_log_idx++] = pkt_header->mcnt;
-    //if(mcnt_log_idx == MAX_MCNT_LOG) {
-    //    dump_mcnt_log(pkt_header->xid);
-    //    abort();
-    //}
-    if(total_packets_counted == 10*1000*1000) {
-	dump_mcnt_log(pkt_header->xid);
-	abort();
-    }
-#endif
-}
-
-#ifdef DIE_ON_OUT_OF_SEQ_FILL
-static void die(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
-{
-    print_block_info(binfo);
-    print_block_packet_counter(binfo);
-    print_ring_mcnts(paper_input_databuf_p);
-#ifdef LOG_MCNTS
-    dump_mcnt_log();
-#endif
-    abort(); // End process and generate core file (if ulimit allows)
-}
-#endif
-
-// This sets the "current" block to be marked as filled.  The current block is
-// the block corresponding to binfo->mcnt_start.  Returns mcnt of the block
-// being marked filled.
-static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
-{
-    static int last_filled = -1;
-
-    uint32_t block_missed_pkt_cnt=N_PACKETS_PER_BLOCK, block_missed_mod_cnt, block_missed_feng, missed_pkt_cnt=0;
-
-    uint32_t block_i = block_for_mcnt(binfo->mcnt_start);
-
-    // Validate that we're filling blocks in the proper sequence
-    last_filled = (last_filled+1) % N_INPUT_BLOCKS;
-    if(last_filled != block_i) {
-	printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
-#ifdef DIE_ON_OUT_OF_SEQ_FILL
-	die(paper_input_databuf_p, binfo);
-#endif
-    }
-
-    // Validate that block_i matches binfo->block_i
-    if(block_i != binfo->block_i) {
-	hashpipe_warn(__FUNCTION__,
-		"block_i for binfo's mcnt (%d) != binfo's block_i (%d)",
-		block_i, binfo->block_i);
-    }
-#ifdef LOG_MCNTS
-    filled_packets_counted += binfo->block_packet_counter[block_i];
-#endif
-
-    // If all packets are accounted for, mark this block as good
-    if(binfo->block_packet_counter[block_i] == N_PACKETS_PER_BLOCK) {
-	paper_input_databuf_p->block[block_i].header.good_data = 1;
-    }
-
-    // Set the block as filled
-    if(paper_input_databuf_set_filled(paper_input_databuf_p, block_i) != HASHPIPE_OK) {
-	hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
-	pthread_exit(NULL);
-    }
-
-    // Calculate missing packets.
-    block_missed_pkt_cnt = N_PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
-    // If we missed more than N_PACKETS_PER_BLOCK_PER_F, then assume we
-    // are missing one or more F engines.  Any missed packets beyond an
-    // integer multiple of N_PACKETS_PER_BLOCK_PER_F will be considered
-    // as dropped packets.
-    block_missed_feng    = block_missed_pkt_cnt / N_PACKETS_PER_BLOCK_PER_F;
-    block_missed_mod_cnt = block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F;
-
-    // Reinitialize our XID to -1 (unknown until read from status buffer)
-    binfo->self_xid = -1;
-
-    // Update status buffer
-    hashpipe_status_lock_busywait_safe(st_p);
-    hputu4(st_p->buf, "NETBKOUT", block_i);
-    hputu4(st_p->buf, "MISSEDFE", block_missed_feng);
-    if(block_missed_mod_cnt) {
-	// Increment MISSEDPK by number of missed packets for this block
-	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
-	missed_pkt_cnt += block_missed_mod_cnt;
-	hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
-    //  fprintf(stderr, "got %d packets instead of %d\n",
-    //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
-    }
-    // Update our XID from status buffer
-    hgeti4(st_p->buf, "XID", &binfo->self_xid);
-    hashpipe_status_unlock_safe(st_p);
-
-    return binfo->mcnt_start;
-}
-
-static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_header)
-{
-    if(pkt_header->fid >= Nf) {
-	hashpipe_error(__FUNCTION__,
-		"current packet FID %u out of range (0-%d)",
-		pkt_header->fid, Nf-1);
-	return -1;
-    } else if(pkt_header->xid != binfo->self_xid && binfo->self_xid != -1) {
-	hashpipe_error(__FUNCTION__,
-		"unexpected packet XID %d (expected %d)",
-		pkt_header->xid, binfo->self_xid);
-	return -1;
-    }
-
-    binfo->m = pkt_header->mcnt % Nm;
-    binfo->f = pkt_header->fid;
-
-    return 0;
-}
-
-// This allows for 2 out of sequence packets from each F engine (in a row)
-#define MAX_OUT_OF_SEQ (2*Nf)
-
-// This allows packets to be two full databufs late without being considered
-// out of sequence.
-#define LATE_PKT_MCNT_THRESHOLD (2*Nm*N_INPUT_BLOCKS)
-
-// Initialize a block by clearing its "good data" flag and saving the first
-// (i.e. earliest) mcnt of the block.  Note that mcnt does not have to be a
-// multiple of Nm (number of mcnts per block).  In theory, the block's data
-// could be cleared as well, but that takes time and is largely unnecessary in
-// a properly functionong system.
-static inline void initialize_block(paper_input_databuf_t * paper_input_databuf_p, uint64_t mcnt)
-{
-    int block_i = block_for_mcnt(mcnt);
-
-    paper_input_databuf_p->block[block_i].header.good_data = 0;
-    // Round pkt_mcnt down to nearest multiple of Nm
-    paper_input_databuf_p->block[block_i].header.mcnt = mcnt - (mcnt%Nm);
-}
-
-// This function must be called once and only once per block_info structure!
-// Subsequent calls are no-ops.
-static inline void initialize_block_info(block_info_t * binfo)
-{
-    int i;
-
-    // If this block_info structure has already been initialized
-    if(binfo->initialized) {
-	return;
-    }
-
-    for(i = 0; i < N_INPUT_BLOCKS; i++) {
-	binfo->block_packet_counter[i] = 0;
-    }
-
-    // Initialize our XID to -1 (unknown until read from status buffer)
-    binfo->self_xid = -1;
-    // Update our XID from status buffer
-    hashpipe_status_lock_busywait_safe(st_p);
-    hgeti4(st_p->buf, "XID", &binfo->self_xid);
-    hashpipe_status_unlock_safe(st_p);
-
-    // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
-    binfo->mcnt_start = 0;
-    binfo->mcnt_log_late = Nm;
-    binfo->block_i = 0;
-
-    binfo->out_of_seq_cnt = 0;
-    binfo->initialized = 1;
-}
-
-// This function returns -1 unless the given packet causes a block to be marked
-// as filled in which case this function returns the marked block's first mcnt.
-// Any return value other than -1 will be stored in the status memory as
-// NETMCNT, so it is important that values other than -1 are returned rarely
-// (i.e. when marking a block as filled)!!!
-static inline uint64_t process_packet(
-	paper_input_databuf_t *paper_input_databuf_p, unsigned char*p_frame)
-{
-
-    static block_info_t binfo;
-    packet_header_t pkt_header;
-    const uint64_t *payload_p;
-    int pkt_block_i;
-    uint64_t *dest_p;
-    int64_t pkt_mcnt_dist;
-    uint64_t pkt_mcnt;
-    uint64_t cur_mcnt;
-    uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
-#if N_DEBUG_INPUT_BLOCKS == 1
-    static uint64_t debug_remaining = -1ULL;
-    static off_t debug_offset = 0;
-    uint64_t * debug_ptr;
-#endif
-
-    // Lazy init binfo
-    if(!binfo.initialized) {
-	initialize_block_info(&binfo);
-    }
-
-    // Parse packet header
-    get_header(p_frame, &pkt_header);
-    pkt_mcnt = pkt_header.mcnt;
-    pkt_block_i = block_for_mcnt(pkt_mcnt);
-    cur_mcnt = binfo.mcnt_start;
-
-    // Packet mcnt distance (how far away is this packet's mcnt from the
-    // current mcnt).  Positive distance for pcnt mcnts > current mcnt.
-    pkt_mcnt_dist = pkt_mcnt - cur_mcnt;
-
-#if N_DEBUG_INPUT_BLOCKS == 1
-    debug_ptr = (uint64_t *)&paper_input_databuf_p->block[N_INPUT_BLOCKS];
-    debug_ptr[debug_offset++] = be64toh(*(unsigned long long *)PKT_UDP_DATA(p_frame));
-    if(--debug_remaining == 0) {
-	exit(1);
-    }
-    if(debug_offset >= sizeof(paper_input_block_t)/sizeof(uint64_t)) {
-	debug_offset = 0;
-    }
-#endif
-
-    // We expect packets for the current block, the next block, and the block after.
-    if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*Nm) {
-	// If the packet is for the block after the next block (i.e. current
-	// block + 2 blocks)
-	if(pkt_mcnt_dist >= 2*Nm) {
-	    // Mark the current block as filled
-	    netmcnt = set_block_filled(paper_input_databuf_p, &binfo);
-
-	    // Advance mcnt_start to next block
-	    cur_mcnt += Nm;
-	    binfo.mcnt_start += Nm;
-	    binfo.block_i = (binfo.block_i + 1) % N_INPUT_BLOCKS;
-
-	    // Wait (hopefully not long!) to acquire the block after next (i.e.
-	    // the block that gets the current packet).
-	    if(paper_input_databuf_busywait_free(paper_input_databuf_p, pkt_block_i) != HASHPIPE_OK) {
-		if (errno == EINTR) {
-		    // Interrupted by signal, return -1
-		    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
-		    pthread_exit(NULL);
-		    return -1; // We're exiting so return value is kind of moot
-		} else {
-		    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-		    pthread_exit(NULL);
-		    return -1; // We're exiting so return value is kind of moot
-		}
-	    }
-
-	    // Initialize the newly acquired block
-	    initialize_block(paper_input_databuf_p, pkt_mcnt);
-	    // Reset binfo's packet counter for this packet's block
-	    binfo.block_packet_counter[pkt_block_i] = 0;
-	}
-
-	// Reset out-of-seq counter
-	binfo.out_of_seq_cnt = 0;
-
-	// Increment packet count for block
-	binfo.block_packet_counter[pkt_block_i]++;
-#ifdef LOG_MCNTS
-	expected_packets_counted++;
-#endif
-
-	// Validate header FID and XID and calculate "m" and "f" indexes into
-	// block (stored in binfo).
-	if(calc_block_indexes(&binfo, &pkt_header)) {
-	    // Bad packet, error already reported
-	    return -1;
-	}
-
-	// Calculate starting points for unpacking this packet into block's data buffer.
-	dest_p = paper_input_databuf_p->block[pkt_block_i].data
-	    + paper_input_databuf_data_idx(binfo.m, binfo.f, 0, 0);
-	payload_p        = (uint64_t *)(PKT_UDP_DATA(p_frame)+8);
-
-	// Copy data into buffer
-	memcpy(dest_p, payload_p, N_BYTES_PER_PACKET);
-
-	return netmcnt;
-    }
-    // Else, if packet is late, but not too late (so we can handle F engine
-    // restarts and MCNT rollover), then ignore it
-    else if(pkt_mcnt_dist < 0 && pkt_mcnt_dist > -LATE_PKT_MCNT_THRESHOLD) {
-	// If not just after an mcnt reset, issue warning.
-	if(cur_mcnt >= binfo.mcnt_log_late) {
-	    hashpipe_warn("paper_pktsock_thread",
-		    "Ignoring late packet (%d mcnts late)",
-		    cur_mcnt - pkt_mcnt);
-	}
-#ifdef LOG_MCNTS
-	late_packets_counted++;
-#endif
-	return -1;
-    }
-    // Else, it is an "out-of-order" packet.
-    else {
-	// If not at start-up and this is the first out of order packet,
-	// issue warning.
-	if(cur_mcnt != 0 && binfo.out_of_seq_cnt == 0) {
-	    hashpipe_warn("paper_pktsock_thread",
-		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
-		    pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);
-	}
-
-	// Increment out-of-seq packet counter
-	binfo.out_of_seq_cnt++;
-#ifdef LOG_MCNTS
-	outofseq_packets_counted++;
-#endif
-
-	// If too may out-of-seq packets
-	if(binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ) {
-	    // Reset current mcnt.  The value to reset to must be the first
-	    // value greater than or equal to pkt_mcnt that corresponds to the
-	    // same databuf block as the old current mcnt.
-	    if(binfo.block_i > pkt_block_i) {
-		// Advance pkt_mcnt to correspond to binfo.block_i
-		pkt_mcnt += Nm*(binfo.block_i - pkt_block_i);
-	    } else if(binfo.block_i < pkt_block_i) {
-		// Advance pkt_mcnt to binfo.block_i + N_INPUT_BLOCKS blocks
-		pkt_mcnt += Nm*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
-	    }
-	    // Round pkt_mcnt down to nearest multiple of Nm
-	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%Nm);
-	    binfo.mcnt_log_late = binfo.mcnt_start + Nm;
-	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
-	    hashpipe_warn("paper_pktsock_thread",
-		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx",
-		    binfo.mcnt_start, block_for_mcnt(binfo.mcnt_start), pkt_mcnt);
-	    // Reinitialize/recycle our two already acquired blocks with new
-	    // mcnt values.
-	    initialize_block(paper_input_databuf_p, binfo.mcnt_start);
-	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+Nm);
-	    // Reset binfo's packet counters for these blocks.
-	    binfo.block_packet_counter[binfo.block_i] = 0;
-	    binfo.block_packet_counter[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;
-	}
-	return -1;
-    }
-
-    return netmcnt;
-}
-
-#define ELAPSED_NS(start,stop) \
-  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
-
-static int init(hashpipe_thread_args_t *args)
-{
-    /* Read network params */
-    char bindhost[80];
-    int bindport = 8511;
-
-    strcpy(bindhost, "0.0.0.0");
-
-    hashpipe_status_t st = args->st;
-
-    hashpipe_status_lock_safe(&st);
-    // Get info from status buffer if present (no change if not present)
-    hgets(st.buf, "BINDHOST", 80, bindhost);
-    hgeti4(st.buf, "BINDPORT", &bindport);
-    // Store bind host/port info etc in status buffer
-    hputs(st.buf, "BINDHOST", bindhost);
-    hputi4(st.buf, "BINDPORT", bindport);
-    hputu4(st.buf, "MISSEDFE", 0);
-    hputu4(st.buf, "MISSEDPK", 0);
-    hashpipe_status_unlock_safe(&st);
-
-#ifndef TIMING_TEST
-    /* Set up pktsock */
-    struct hashpipe_pktsock *p_ps = (struct hashpipe_pktsock *)
-	malloc(sizeof(struct hashpipe_pktsock));
-
-    if(!p_ps) {
-        perror(__FUNCTION__);
-        return -1;
-    }
-
-    // Make frame_size be a divisor of block size so that frames will be
-    // contiguous in mapped mempory.  block_size must also be a multiple of
-    // page_size.  Easiest way is to oversize the frames to be 16384 bytes, which
-    // is bigger than we need, but keeps things easy.
-    p_ps->frame_size = PKTSOCK_BYTES_PER_FRAME;
-    // total number of frames
-    p_ps->nframes = PKTSOCK_NFRAMES;
-    // number of blocks
-    p_ps->nblocks = PKTSOCK_NBLOCKS;
-
-    int rv = hashpipe_pktsock_open(p_ps, bindhost, PACKET_RX_RING);
-    if (rv!=HASHPIPE_OK) {
-        hashpipe_error("paper_pktsock_thread", "Error opening pktsock.");
-        pthread_exit(NULL);
-    }
-
-    // Store packet socket pointer in args
-    args->user_data = p_ps;
-#endif
-
-    // Success!
-    return 0;
-}
-
-static void *run(hashpipe_thread_args_t * args)
-{
-    // Local aliases to shorten access to args fields
-    // Our output buffer happens to be a paper_input_databuf
-    paper_input_databuf_t *db = (paper_input_databuf_t *)args->obuf;
-    hashpipe_status_t st = args->st;
-    const char * status_key = args->thread_desc->skey;
-
-    st_p = &st;	// allow global (this source file) access to the status buffer
-
-    // Flag that holds off the net thread
-    int holdoff = 1;
-
-    // Force ourself into the hold off state
-    hashpipe_status_lock_safe(&st);
-    hputi4(st.buf, "NETHOLD", 1);
-    hputs(st.buf, status_key, "holding");
-    hashpipe_status_unlock_safe(&st);
-
-    while(holdoff) {
-	// We're not in any hurry to startup
-	sleep(1);
-	hashpipe_status_lock_safe(&st);
-	// Look for NETHOLD value
-	hgeti4(st.buf, "NETHOLD", &holdoff);
-	if(!holdoff) {
-	    // Done holding, so delete the key
-	    hdel(st.buf, "NETHOLD");
-	    hputs(st.buf, status_key, "running");
-	}
-	hashpipe_status_unlock_safe(&st);
-    }
-
-#ifdef DEBUG_SEMS
-    fprintf(stderr, "s/tid %lu/NET/' <<.\n", pthread_self());
-#endif
-
-#if 0
-    /* Copy status buffer */
-    char status_buf[HASHPIPE_STATUS_SIZE];
-    hashpipe_status_lock_busywait_safe(st_p);
-    memcpy(status_buf, st_p->buf, HASHPIPE_STATUS_SIZE);
-    hashpipe_status_unlock_safe(st_p);
-#endif
-
-    // Acquire first two blocks to start
-    if(paper_input_databuf_busywait_free(db, 0) != HASHPIPE_OK) {
-	if (errno == EINTR) {
-	    // Interrupted by signal, return -1
-	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
-	    pthread_exit(NULL);
-	} else {
-	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-	    pthread_exit(NULL);
-	}
-    }
-    if(paper_input_databuf_busywait_free(db, 1) != HASHPIPE_OK) {
-	if (errno == EINTR) {
-	    // Interrupted by signal, return -1
-	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
-	    pthread_exit(NULL);
-	} else {
-	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-	    pthread_exit(NULL);
-	}
-    }
-
-    // Initialize the newly acquired block
-    initialize_block(db, 0);
-    initialize_block(db, Nm);
-
-    /* Read network params */
-    int bindport = 8511;
-    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
-    size_t expected_packet_size = N_BYTES_PER_PACKET + 8;
-
-#ifndef TIMING_TEST
-    /* Get pktsock from args*/
-    struct hashpipe_pktsock * p_ps = (struct hashpipe_pktsock*)args->user_data;
-    pthread_cleanup_push(free, p_ps);
-    pthread_cleanup_push((void (*)(void *))hashpipe_pktsock_close, p_ps);
-
-    // Drop all packets to date
-    unsigned char *p_frame;
-    while((p_frame=hashpipe_pktsock_recv_frame_nonblock(p_ps))) {
-	hashpipe_pktsock_release_frame(p_frame);
-    }
-
-    hashpipe_status_lock_safe(&st);
-    // Get info from status buffer
-    hgeti4(st.buf, "BINDPORT", &bindport);
-    hputu4(st.buf, "MISSEDFE", 0);
-    hputu4(st.buf, "MISSEDPK", 0);
-    hputs(st.buf, status_key, "running");
-    hashpipe_status_unlock_safe(&st);
-#endif
-
-    /* Main loop */
-    uint64_t packet_count = 0;
-    uint64_t wait_ns = 0; // ns for most recent wait
-    uint64_t recv_ns = 0; // ns for most recent recv
-    uint64_t proc_ns = 0; // ns for most recent proc
-    uint64_t min_wait_ns = 99999; // min ns per single wait
-    uint64_t min_recv_ns = 99999; // min ns per single recv
-    uint64_t min_proc_ns = 99999; // min ns per single proc
-    uint64_t max_wait_ns = 0;     // max ns per single wait
-    uint64_t max_recv_ns = 0;     // max ns per single recv
-    uint64_t max_proc_ns = 0;     // max ns per single proc
-    uint64_t elapsed_wait_ns = 0; // cumulative wait time per block
-    uint64_t elapsed_recv_ns = 0; // cumulative recv time per block
-    uint64_t elapsed_proc_ns = 0; // cumulative proc time per block
-    uint64_t status_ns = 0; // User to fetch ns values from status buffer
-    float ns_per_wait = 0.0; // Average ns per wait over 1 block
-    float ns_per_recv = 0.0; // Average ns per recv over 1 block
-    float ns_per_proc = 0.0; // Average ns per proc over 1 block
-    unsigned int pktsock_pkts = 0;  // Stats counter from socket packet
-    unsigned int pktsock_drops = 0; // Stats counter from socket packet
-    uint64_t pktsock_pkts_total = 0;  // Stats total for socket packet
-    uint64_t pktsock_drops_total = 0; // Stats total for socket packet
-    struct timespec start, stop;
-    struct timespec recv_start, recv_stop;
-
-    while (run_threads()) {
-
-#ifndef TIMING_TEST
-        /* Read packet */
-	clock_gettime(CLOCK_MONOTONIC, &recv_start);
-	do {
-	    clock_gettime(CLOCK_MONOTONIC, &start);
-	    //p.packet_size = recv(up.sock, p.data, HASHPIPE_MAX_PACKET_SIZE, 0);
-	    p_frame = hashpipe_pktsock_recv_udp_frame_nonblock(p_ps, bindport);
-	    clock_gettime(CLOCK_MONOTONIC, &recv_stop);
-	} while (!p_frame && run_threads());
-
-	if(!run_threads()) break;
-
-	// Make sure received packet size matches expected packet size.  Allow
-	// for optional 8 byte CRC in received packet.  Zlib's crc32 function
-	// is too slow to use in realtime, so CRCs cannot be checked on the
-	// fly.  If data errors are suspected, a separate CRC checking utility
-	// should be used to read the packets from the network and verify CRCs.
-        int packet_size = PKT_UDP_SIZE(p_frame) - 8; // -8 for the UDP header
-	if (expected_packet_size != packet_size-8 && expected_packet_size != packet_size) {
-	    // Log warning and ignore wrongly sized packet
-	    #ifdef DEBUG_NET
-	    hashpipe_warn("paper_pktsock_thread", "Invalid pkt size (%d)", packet_size);
-	    #endif
-	    hashpipe_pktsock_release_frame(p_frame);
-	    continue;
-	}
-#endif
-	packet_count++;
-
-        // Copy packet into any blocks where it belongs.
-        const uint64_t mcnt = process_packet((paper_input_databuf_t *)db, p_frame);
-	// Release frame back to kernel
-	hashpipe_pktsock_release_frame(p_frame);
-
-	clock_gettime(CLOCK_MONOTONIC, &stop);
-	wait_ns = ELAPSED_NS(recv_start, start);
-	recv_ns = ELAPSED_NS(start, recv_stop);
-	proc_ns = ELAPSED_NS(recv_stop, stop);
-	elapsed_wait_ns += wait_ns;
-	elapsed_recv_ns += recv_ns;
-	elapsed_proc_ns += proc_ns;
-	// Update min max values
-	min_wait_ns = MIN(wait_ns, min_wait_ns);
-	min_recv_ns = MIN(recv_ns, min_recv_ns);
-	min_proc_ns = MIN(proc_ns, min_proc_ns);
-	max_wait_ns = MAX(wait_ns, max_wait_ns);
-	max_recv_ns = MAX(recv_ns, max_recv_ns);
-	max_proc_ns = MAX(proc_ns, max_proc_ns);
-
-        if(mcnt != -1) {
-            // Update status
-            ns_per_wait = (float)elapsed_wait_ns / packet_count;
-            ns_per_recv = (float)elapsed_recv_ns / packet_count;
-            ns_per_proc = (float)elapsed_proc_ns / packet_count;
-
-	    // Get stats from packet socket
-	    hashpipe_pktsock_stats(p_ps, &pktsock_pkts, &pktsock_drops);
-
-            hashpipe_status_lock_busywait_safe(&st);
-
-            hputu8(st.buf, "NETMCNT", mcnt);
-	    // Gbps = bits_per_packet / ns_per_packet
-	    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
-            hputr4(st.buf, "NETGBPS", 8*(N_BYTES_PER_PACKET+8)/(ns_per_recv+ns_per_proc));
-            hputr4(st.buf, "NETWATNS", ns_per_wait);
-            hputr4(st.buf, "NETRECNS", ns_per_recv);
-            hputr4(st.buf, "NETPRCNS", ns_per_proc);
-
-	    // Get and put min and max values.  The "get-then-put" allows the
-	    // user to reset the min max values in the status buffer.
-	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
-	    status_ns = MIN(min_wait_ns, status_ns);
-            hputi8(st.buf, "NETWATMN", status_ns);
-
-            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
-	    status_ns = MIN(min_recv_ns, status_ns);
-            hputi8(st.buf, "NETRECMN", status_ns);
-
-            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
-	    status_ns = MIN(min_proc_ns, status_ns);
-            hputi8(st.buf, "NETPRCMN", status_ns);
-
-            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
-	    status_ns = MAX(max_wait_ns, status_ns);
-            hputi8(st.buf, "NETWATMX", status_ns);
-
-            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
-	    status_ns = MAX(max_recv_ns, status_ns);
-            hputi8(st.buf, "NETRECMX", status_ns);
-
-            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
-	    status_ns = MAX(max_proc_ns, status_ns);
-            hputi8(st.buf, "NETPRCMX", status_ns);
-
-            hputu8(st.buf, "NETPKTS",  pktsock_pkts);
-            hputu8(st.buf, "NETDROPS", pktsock_drops);
-
-            hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
-            hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
-            hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
-            hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
-
-            hashpipe_status_unlock_safe(&st);
-
-	    // Start new average
-	    elapsed_wait_ns = 0;
-	    elapsed_recv_ns = 0;
-	    elapsed_proc_ns = 0;
-	    packet_count = 0;
-        }
-
-#if defined TIMING_TEST || defined NET_TIMING_TEST
-
-#define END_LOOP_COUNT (1*1000*1000)
-	static int loop_count=0;
-	static struct timespec tt_start, tt_stop;
-	if(loop_count == 0) {
-	    clock_gettime(CLOCK_MONOTONIC, &tt_start);
-	}
-	//if(loop_count == 1000000) pthread_exit(NULL);
-	if(loop_count == END_LOOP_COUNT) {
-	    clock_gettime(CLOCK_MONOTONIC, &tt_stop);
-	    int64_t elapsed = ELAPSED_NS(tt_start, tt_stop);
-	    printf("processed %d packets in %.6f ms (%.3f us per packet)\n",
-		    END_LOOP_COUNT, elapsed/1e6, elapsed/1e3/END_LOOP_COUNT);
-	    exit(0);
-	}
-	loop_count++;
-#endif
-
-        /* Will exit if thread has been cancelled */
-        pthread_testcancel();
-    }
-
-#ifndef TIMING_TEST
-    /* Have to close all push's */
-    pthread_cleanup_pop(1); /* Closes push(hashpipe_pktsock_close) */
-    pthread_cleanup_pop(1); /* Closes push(hashpipe_udp_close) */
-#endif
-
-    return NULL;
-}
-
-static hashpipe_thread_desc_t pktsock_thread = {
-    name: "paper_pktsock_thread",
-    skey: "NETSTAT",
-    init: init,
-    run:  run,
-    ibuf_desc: {NULL},
-    obuf_desc: {paper_input_databuf_create}
-};
-
-static __attribute__((constructor)) void ctor()
-{
-  register_hashpipe_thread(&pktsock_thread);
-}
-
-// vi: set ts=8 sw=4 noet :

From 91f54fa0510b27d6a0292d821e6153bf3b47b1bc Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 14 Feb 2018 14:15:30 -0800
Subject: [PATCH 033/420] Add arch native compile flag y

---
 src/Makefile.am | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index f749c90f..f6335fd8 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -5,7 +5,8 @@ AM_CPPFLAGS += -I"@HASHPIPE_INCDIR@"
 AM_CPPFLAGS += -I"@XGPU_INCDIR@"
 
 # AM_CFLAGS is used for all C compiles
-AM_CFLAGS = -ggdb -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2
+#AM_CFLAGS = -ggdb -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2
+AM_CFLAGS = -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2 -march=native
 
 # Convenience variables to group source files
 paper_databuf = paper_databuf.h \

From 114742afe2501d4196dd02af5fd195c3ab006447 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 14 Feb 2018 14:16:30 -0800
Subject: [PATCH 034/420] HERA fluff thread

Add in corner-turning and pad by sign extension
---
 src/paper_fluff.c | 158 +++++++++++++++++++++++++++++++---------------
 1 file changed, 107 insertions(+), 51 deletions(-)

diff --git a/src/paper_fluff.c b/src/paper_fluff.c
index 10285858..c5eaec40 100644
--- a/src/paper_fluff.c
+++ b/src/paper_fluff.c
@@ -13,7 +13,13 @@
 #define N_WORD128_PER_PACKET  (N_BYTES_PER_PACKET/sizeof(__m128i))
 // OUTPUT_STRIDE in is units of __m256i
 //#define OUTPUT_STRIDE ((2*Nf*N_INPUTS_PER_PACKET)/sizeof(__m256i))
-#define OUTPUT_STRIDE ((2*Na)/sizeof(__m256i))
+//#define OUTPUT_STRIDE ((2*Na)/sizeof(__m256i))
+#define OUTPUT_STRIDE 1
+
+#define paper_input_databuf_data_idx256(m,a,c,t) \
+  ((((m * Na + a) * Nc + c) * t) * N_INPUTS_PER_PACKET / sizeof(__m256i))
+#define paper_gpu_input_databuf_data_idx256(m,a,t,c) \
+  (4*((m*Nt*Nc*Na) + (t*Nc*Na) + (c*Na) + a) / sizeof(__m256i))
 
 #if 0
 typedef union {
@@ -63,64 +69,114 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
   //uint64_t v0, v1, v2, v3;
   //vec_t in0, in1, in2, in3;
   //vec_t v0, v1, v2, v3;
-  int m, a, w;
+  int m, c, t, a, i, j, k, l, n, p;
 
-  __m128i lo128, hi128;
-  __m256i out256 = _mm256_setzero_si256();
+  __m256i int0, int1, outlo, int2, int3, outhi;
 
-  __m128i *p_in = (__m128i *)in;
+  __m256i *p_in = (__m256i *)in;
   __m256i *p_out;
-  const __m128i mask = _mm_set_epi64((__m64)0xf0f0f0f0f0f0f0f0ULL, (__m64)0xf0f0f0f0f0f0f0f0ULL);
-
+  const __m256i maskhi = _mm256_set_epi64x(0xff00ff00ff00ff00ULL, 0xff00ff00ff00ff00ULL,
+                                           0xff00ff00ff00ff00ULL, 0xff00ff00ff00ff00ULL);
+  const __m256i masklo = _mm256_set_epi64x(0x00ff00ff00ff00ffULL, 0x00ff00ff00ff00ffULL,
+                                           0x00ff00ff00ff00ffULL, 0x00ff00ff00ff00ffULL);
+  //__m256i row[16], temp0[16], temp1[16], temp2[16];
+  __m256i row[16], temp[16];
+
+  p_out = (__m256i *)out;
+  // Loop over different packets
   for(m=0; m<Nm; m++) {
-    //for(f=0; f<Nf; f++) {
-    for(a=0; a<Na; a++) {
-        // Each F engine provides 32 samples per channel per time, which fluffs
-        // to 64 bytes, which equals two 256 bit words.
-        // p_out = out + mcnt offset + feng offset
-        p_out = (__m256i *)out + m*Nt*Nc*Na*2 + a*2;
-        for(w=0; w<N_WORD128_PER_PACKET/2; w++) {
-
-          // Load 128 bits (16 bytes) with _mm_stream_load_si128
-          lo128 = _mm_stream_load_si128(p_in++);
-          // Shift lo left by 4 bits to make hi
-          hi128 = _mm_slli_epi64(lo128, 4);
-          // Mask off unwanted bits
-          lo128 = _mm_and_si128(lo128, mask);
-          hi128 = _mm_and_si128(hi128, mask);
-          // Transfer lo128 to lower half of __m256i variable 'out256'
-          // Use pragmas to avoid "uninitialized use of out256" warning/error
-          out256 = _mm256_insertf128_si256(out256, lo128, 0);
-          // Transfer hi128 to upper half of __m256i variable 'out256'
-          out256 = _mm256_insertf128_si256(out256, hi128, 1);
-          // Store 256 bits (32 bytes) with _mm256_stream_si256
-          _mm256_stream_si256(p_out++, out256);
-
-          // Now do it again...
-
-          // Load 128 bits (16 bytes) with _mm_stream_load_si128
-          lo128 = _mm_stream_load_si128(p_in++);
-          // Shift lo left by 4 bits to make hi
-          hi128 = _mm_slli_epi64(lo128, 4);
-          // Mask off unwanted bits
-          lo128 = _mm_and_si128(lo128, mask);
-          hi128 = _mm_and_si128(hi128, mask);
-          // Transfer lo128 to lower half of __m256i variable 'out256'
-          // Use pragmas to avoid "uninitialized use of out256" warning/error
-          out256 = _mm256_insertf128_si256(out256, lo128, 0);
-          // Transfer hi128 to upper half of __m256i variable 'out256'
-          out256 = _mm256_insertf128_si256(out256, hi128, 1);
-          // Store 256 bits (32 bytes) with _mm256_stream_si256
-          _mm256_stream_si256(p_out, out256);
-
-          p_out += OUTPUT_STRIDE-1;
-
+    // Loop over X-engine channels
+    for(c=0; c<Nc; c++) {
+      // Loop over 16-sample time chunks
+      for(t=0; t<Nt/16; t++) {
+        // Loop over 16-antenna chunks
+        for(a=0; a<Na/16; a++) {
+          // Load a 16-sample by 16-antenna matrix into 16 x 128 bit registers
+          for(i=0; i<16; i++) {
+            //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
+            row[i]  = _mm256_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
+            //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
+          }
+          /* TRANSPOSE */
+          for(j=0; j<8; j++) {
+            temp[j]   = _mm256_unpacklo_epi16(row[2*j], row[2*j+1]);
+            temp[j+8] = _mm256_unpackhi_epi16(row[2*j], row[2*j+1]);
+          }
+          for(k=0; k<8; k++) {
+            row[k]   = _mm256_unpacklo_epi32(temp[2*k], temp[2*k+1]);
+            row[k+8] = _mm256_unpackhi_epi32(temp[2*k], temp[2*k+1]);
+          }
+          for(l=0; l<8; l++) {
+            temp[l]   = _mm256_unpacklo_epi64(row[2*l], row[2*l+1]);
+            temp[l+8] = _mm256_unpackhi_epi64(row[2*l], row[2*l+1]);
+          }
+          /* END TRANSPOSE -- actually we have transposed 4 8x8 blocks of the matrix.
+             For the full transpose we'd need a unpackX_epi128, which doesn't exist.*/
+          /* Fluff each 256 bit row of the transposed matrix into
+             two 256-bit fluffed words. The loop here is over rows, which are times.
+             The matrix here should be:
+             ANT[ 0: 7]T0, ANT[ 0: 7]T8
+             ANT[ 0: 7]T1, ANT[ 0: 7]T9
+             ANT[ 0: 7]T2, ANT[ 0: 7]T10
+             ANT[ 0: 7]T3, ANT[ 0: 7]T11
+             ANT[ 0: 7]T4, ANT[ 0: 7]T12
+             ANT[ 0: 7]T5, ANT[ 0: 7]T13
+             ANT[ 0: 7]T6, ANT[ 0: 7]T14
+             ANT[ 0: 7]T7, ANT[ 0: 7]T15
+             ANT[ 8:15]T0, ANT[ 8:15]T8
+             ANT[ 8:15]T1, ANT[ 8:15]T9
+             ANT[ 8:15]T2, ANT[ 8:15]T10
+             ANT[ 8:15]T3, ANT[ 8:15]T11
+             ANT[ 8:15]T4, ANT[ 8:15]T12
+             ANT[ 8:15]T5, ANT[ 8:15]T13
+             ANT[ 8:15]T6, ANT[ 8:15]T14
+             ANT[ 8:15]T7, ANT[ 8:15]T15 */
+          for(p=0; p<2; p++) {
+            for(n=0; n<8; n++) {
+              // fluff and load
+              // shift so that we have four bitvectors, where the top 4 bits
+              // of each 16-bit word are consecutive values
+              int0 = temp[8*p + n];
+              int1 = _mm256_slli_epi16(temp[8*p + n], 4);
+              int2 = _mm256_slli_epi16(temp[8*p + n], 8);
+              int3 = _mm256_slli_epi16(temp[8*p + n], 12);
+
+              // shift down with sign extension. AKA, "fluff"
+              // This makes the top 8 bits of the int0 and int2 values valid 8-bit signed numbers
+              // The shift by 12 makes the lower 8-bits of the int1 and in3 values 8-bit signed numbers
+              int0 = _mm256_srai_epi16(int0, 4);
+              int1 = _mm256_srai_epi16(int1, 12);
+              int2 = _mm256_srai_epi16(int2, 4);
+              int3 = _mm256_srai_epi16(int3, 12);
+
+              // Mask bits, ready to AND together
+              int0 = _mm256_and_si256(int0, maskhi);
+              int1 = _mm256_and_si256(int1, masklo);
+              int2 = _mm256_and_si256(int2, maskhi);
+              int3 = _mm256_and_si256(int3, masklo);
+
+              // AND together pairs of vectors
+              outlo = _mm256_and_si256(int0, int1);
+              outhi = _mm256_and_si256(int2, int3);
+
+              // Store two 256-bit words with _mm256_stream_si256
+              //fprintf(stdout, "m:%d, a:%d, c:%d, t:%d, word1: %d, word2: %d\n", m,a,c,t,paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n,c), paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n+8,c));
+              _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n,c), outlo);
+              _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n+8,c), outhi);
+              //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n,c), outlo);
+              //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n+8,c), outhi);
+              //_mm256_stream_si256(foo256, outlo);
+              //_mm256_stream_si256(bar256, outhi);
+            
+            }
+          }
         }
+      }
     }
   }
-
   // Return number of 64 bit words fluffed
-  return Nm*Na*2*N_WORD128_PER_PACKET;
+  //return Nm*Na*2*N_WORD128_PER_PACKET;
+  return N_BYTES_PER_BLOCK >> 3;
 }
 
 

From dce510f931595ba71ea33152b63234b0871d07bd Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 14 Feb 2018 14:17:49 -0800
Subject: [PATCH 035/420] Add hera-gpu servers to init script

---
 src/paper_init.sh | 28 +++++++++++++++++++++++++---
 1 file changed, 25 insertions(+), 3 deletions(-)

diff --git a/src/paper_init.sh b/src/paper_init.sh
index 67ee6f85..1d5bee7b 100755
--- a/src/paper_init.sh
+++ b/src/paper_init.sh
@@ -17,7 +17,7 @@ myip=$(getip $(hostname))
 mypx=
 for p in {1..8}
 do
-  ip=$(getip px${p}.paper.pvt)
+  ip=$(getip px${p})
   [ "${myip}" == "${ip}" ] || continue
   mypx=$p
 done
@@ -113,6 +113,28 @@ case ${hostname} in
       "0x0606 ${hostname}-2.tenge.pvt  0  $xid0  2   4   3   4" # Instance 0, eth2
     );;
 
+  hera-gpu*)
+    # Setup parameters for two instances.
+    # 2 x E5-2620 v4 (disabled-HyperThreading,  8-cores @ 2.1 GHz, 20 MB L3, 8 GT/s QPI, 2667 MHz DRAM)
+    # Fluff thread and output thread share a core.
+    # Save core  0 for OS.
+    # Save core  1 for eth2
+    # Save core 8 for symmetry with core 0
+    # Save core 9 for eth4 and eth5
+    #
+    # Setup for two GPU devices (two TITANs).
+    #
+    #                               GPU       NET FLF GPU OUT
+    # mask  bind_host               DEV  XID  CPU CPU CPU CPU
+    # Calculate XIDs based on mypx
+    xid0=$(( 1*(mypx-1)    ))
+
+    instances=( 
+      #                               GPU       NET FLF GPU OUT
+      # mask  bind_host               DEV  XID  CPU CPU CPU CPU
+      "0x00ff ${hostname}-2.tenge.pvt  0  $xid0  1   2   4   6" # Instance 0, eth2
+    );;
+
   *)
     echo "This host (${hostname}) is not supported by $(basename $0)"
     exit 1
@@ -147,7 +169,7 @@ function init() {
     -o BINDHOST=$bindhost \
     -o GPUDEV=$gpudev \
     -o XID=$xid \
-    -c $netcpu paper_net_thread \
+    -c $netcpu paper_fake_net_thread \
     -c $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
     -c $outcpu paper_gpu_output_thread
@@ -157,7 +179,7 @@ function init() {
     -o BINDHOST=$bindhost \
     -o GPUDEV=$gpudev \
     -o XID=$xid \
-    -c $netcpu paper_net_thread \
+    -c $netcpu paper_fake_net_thread \
     -c $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
     -c $outcpu paper_gpu_output_thread \

From b900f555e2ca60403497d7813f6e2e9eff0bedfa Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 14 Feb 2018 14:19:07 -0800
Subject: [PATCH 036/420] First pass HERA-spec

-- Make mcnt a spectrum counter (not a N_TIME_PER_PACKET counter)
---
 src/hera_pktsock_thread.c   | 139 ++++++++++++++++++++++--------------
 src/paper_ctl.sh            |   7 +-
 src/paper_databuf.h         |  99 +++++++------------------
 src/paper_fake_net_thread.c |   2 +-
 src/paper_gpu_thread.c      |   7 +-
 5 files changed, 124 insertions(+), 130 deletions(-)

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index 850e9003..2b2b0b0a 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -21,6 +21,7 @@
 #include "hashpipe.h"
 #include "paper_databuf.h"
 
+
 #define DEBUG_NET
 
 #ifndef MIN
@@ -31,15 +32,20 @@
 #define MAX(a,b) ((a) > (b) ? (a) : (b))
 #endif
 
-#define PKTSOCK_BYTES_PER_FRAME (16384)
-#define PKTSOCK_FRAMES_PER_BLOCK (8)
-#define PKTSOCK_NBLOCKS (800)
+//#define PKTSOCK_BYTES_PER_FRAME (16384)
+//#define PKTSOCK_FRAMES_PER_BLOCK (8)
+//#define PKTSOCK_NBLOCKS (800)
+//#define PKTSOCK_NFRAMES (PKTSOCK_FRAMES_PER_BLOCK * PKTSOCK_NBLOCKS)
+#define PKTSOCK_BYTES_PER_FRAME (3328)
+#define PKTSOCK_FRAMES_PER_BLOCK (128)
+#define PKTSOCK_NBLOCKS (5000)
 #define PKTSOCK_NFRAMES (PKTSOCK_FRAMES_PER_BLOCK * PKTSOCK_NBLOCKS)
 
 typedef struct {
-    uint64_t mcnt;
-    int      fid;	// Fengine ID
-    int      xid;	// Xengine ID
+    uint64_t mcnt;      // m-index of block in output buffer (runs from 0 to Nm)
+    uint64_t time;      // First time sample in a packet
+    int      chan;	// First channel in a packet
+    int      ant;	// Antenna in a packet
 } packet_header_t;
 
 // The fields of a block_info_t structure hold (at least) two different kinds
@@ -53,10 +59,10 @@ typedef struct {
     uint64_t mcnt_log_late;
     int out_of_seq_cnt;
     int block_i;
-    // The m,x,f fields hold three of the five dimensional indices for
-    // the first data word of the current packet (i.e. t=0 and c=0).
-    int m; // formerly known as sub_block_i
-    int f;
+    int m; // m-index of block in output buffer (runs from 0 to Nm)
+    int t; // first time sample in the packet // formerly known as sub_block_i
+    int c; // first channel in the packet
+    int a; // antenna in the packet
     int block_packet_counter[N_INPUT_BLOCKS];
 } block_info_t;
 
@@ -76,8 +82,8 @@ static void print_pkt_header(packet_header_t * pkt_header) {
 
 #ifdef DIE_ON_OUT_OF_SEQ_FILL
 static void print_block_info(block_info_t * binfo) {
-    printf("binfo : mcnt_start %012lx block_i %d m=%02d f=%d\n",
-           binfo->mcnt_start, binfo->block_i, binfo->m, binfo->f);
+    printf("binfo : mcnt_start %012lx block_i %d t=%02d c=%d a=%d\n",
+           binfo->mcnt_start, binfo->block_i, binfo->t, binfo->c, binfo->a);
 }
 
 static void print_block_packet_counter(block_info_t * binfo) {
@@ -105,7 +111,7 @@ static void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
 // Returns physical block number for given mcnt
 static inline int block_for_mcnt(uint64_t mcnt)
 {
-    return (mcnt / Nm) % N_INPUT_BLOCKS;
+    return (mcnt / N_TIME_PER_BLOCK) % N_INPUT_BLOCKS;
 }
 
 #ifdef LOG_MCNTS
@@ -143,14 +149,18 @@ static inline void get_header (unsigned char *p_frame, packet_header_t * pkt_hea
 #ifdef TIMING_TEST
     static int pkt_counter=0;
     // HERA TODO
-    pkt_header->mcnt = (pkt_counter / (Nx*Nq*Nf)) %  Nm;
-    pkt_header->xid  = (pkt_counter / (   Nq*Nf)) %  Nx;
-    pkt_header->fid  = (pkt_counter             ) % (Nq*Nf);
-    pkt_counter++;
+    //pkt_header->mcnt = (pkt_counter / (Nx*Nq*Nf)) %  Nm;
+    //pkt_header->xid  = (pkt_counter / (   Nq*Nf)) %  Nx;
+    //pkt_header->fid  = (pkt_counter             ) % (Nq*Nf);
+    //pkt_counter++;
 #else
     uint64_t raw_header;
     raw_header = be64toh(*(unsigned long long *)PKT_UDP_DATA(p_frame));
-    pkt_header->mcnt        = (raw_header >> 27) & ((1<<37)-1);
+    // raw header contains value of first time sample, not mcnt, as defined in this code
+    //pkt_header->time        = (raw_header >> 27) & ((1L<<37)-1);
+    //pkt_header->mcnt        = pkt_header->time >> 5;
+    //pkt_header->mcnt        = (raw_header >> 32) & 0xffffffff;
+    pkt_header->mcnt        = (raw_header >> 27) & ((1L<<37)-1);
     pkt_header->chan        = (raw_header >> 16) & ((1<<11)-1);
     pkt_header->ant         =  raw_header        & ((1<<16)-1);
 #endif
@@ -164,7 +174,7 @@ static inline void get_header (unsigned char *p_frame, packet_header_t * pkt_hea
     //}
     // HERA TODO
     if(total_packets_counted == 10*1000*1000) {
-	dump_mcnt_log(pkt_header->xid);
+	dump_mcnt_log(pkt_header->chan);
 	abort();
     }
 #endif
@@ -190,7 +200,7 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
 {
     static int last_filled = -1;
 
-    uint32_t block_missed_pkt_cnt=HERA_N_PACKETS_PER_BLOCK, block_missed_mod_cnt, block_missed_feng, missed_pkt_cnt=0;
+    uint32_t block_missed_pkt_cnt=N_PACKETS_PER_BLOCK, block_missed_mod_cnt, block_missed_feng, missed_pkt_cnt=0;
 
     uint32_t block_i = block_for_mcnt(binfo->mcnt_start);
 
@@ -198,6 +208,7 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
     last_filled = (last_filled+1) % N_INPUT_BLOCKS;
     if(last_filled != block_i) {
 	printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
+
 #ifdef DIE_ON_OUT_OF_SEQ_FILL
 	die(paper_input_databuf_p, binfo);
 #endif
@@ -214,7 +225,7 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
 #endif
 
     // If all packets are accounted for, mark this block as good
-    if(binfo->block_packet_counter[block_i] == HERA_N_PACKETS_PER_BLOCK) {
+    if(binfo->block_packet_counter[block_i] == N_PACKETS_PER_BLOCK) {
 	paper_input_databuf_p->block[block_i].header.good_data = 1;
     }
 
@@ -225,13 +236,13 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
     }
 
     // Calculate missing packets.
-    block_missed_pkt_cnt = HERA_N_PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
+    block_missed_pkt_cnt = N_PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
     // If we missed more than N_PACKETS_PER_BLOCK_PER_F, then assume we
     // are missing one or more F engines.  Any missed packets beyond an
     // integer multiple of N_PACKETS_PER_BLOCK_PER_F will be considered
     // as dropped packets.
-    block_missed_feng    = block_missed_pkt_cnt / HERA_N_PACKETS_PER_BLOCK_PER_F;
-    block_missed_mod_cnt = block_missed_pkt_cnt % HERA_N_PACKETS_PER_BLOCK_PER_F;
+    block_missed_feng    = block_missed_pkt_cnt / N_PACKETS_PER_BLOCK_PER_F;
+    block_missed_mod_cnt = block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F;
 
     // Reinitialize our XID to -1 (unknown until read from status buffer)
     binfo->self_xid = -1;
@@ -241,6 +252,7 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
     hputu4(st_p->buf, "NETBKOUT", block_i);
     hputu4(st_p->buf, "MISSEDFE", block_missed_feng);
     if(block_missed_mod_cnt) {
+        //fprintf(stdout, "Expected %d packets, Got %d\n", N_PACKETS_PER_BLOCK, binfo->block_packet_counter[block_i]);
 	// Increment MISSEDPK by number of missed packets for this block
 	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
 	missed_pkt_cnt += block_missed_mod_cnt;
@@ -257,30 +269,33 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
 
 static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_header)
 {
-    if(pkt_header->fid >= Nf) {
+    if(pkt_header->ant >= Na) {
 	hashpipe_error(__FUNCTION__,
-		"current packet FID %u out of range (0-%d)",
-		pkt_header->fid, Nf-1);
-	return -1;
-    } else if(pkt_header->xid != binfo->self_xid && binfo->self_xid != -1) {
-	hashpipe_error(__FUNCTION__,
-		"unexpected packet XID %d (expected %d)",
-		pkt_header->xid, binfo->self_xid);
+		"current packet Antenna ID %u out of range (0-%d)",
+		pkt_header->ant, Na-1);
 	return -1;
+// HERA TODO
+//    } else if(pkt_header->chan != binfo->self_xid && binfo->self_xid != -1) {
+//	hashpipe_error(__FUNCTION__,
+//		"unexpected packet XID %d (expected %d)",
+//		pkt_header->xid, binfo->self_xid);
+//	return -1;
     }
 
-    binfo->m = pkt_header->mcnt % Nm;
-    binfo->f = pkt_header->fid;
+    //binfo->t = pkt_header->time;
+    binfo->m = (pkt_header->mcnt % N_TIME_PER_BLOCK) / N_TIME_PER_PACKET;
+    binfo->a = pkt_header->ant;
+    binfo->c = pkt_header->chan % Nc;
 
     return 0;
 }
 
 // This allows for 2 out of sequence packets from each F engine (in a row)
-#define MAX_OUT_OF_SEQ (2*Nf)
+#define MAX_OUT_OF_SEQ (2*Na)
 
 // This allows packets to be two full databufs late without being considered
 // out of sequence.
-#define LATE_PKT_MCNT_THRESHOLD (2*Nm*N_INPUT_BLOCKS)
+#define LATE_PKT_MCNT_THRESHOLD (2*N_TIME_PER_BLOCK*N_INPUT_BLOCKS)
 
 // Initialize a block by clearing its "good data" flag and saving the first
 // (i.e. earliest) mcnt of the block.  Note that mcnt does not have to be a
@@ -292,8 +307,8 @@ static inline void initialize_block(paper_input_databuf_t * paper_input_databuf_
     int block_i = block_for_mcnt(mcnt);
 
     paper_input_databuf_p->block[block_i].header.good_data = 0;
-    // Round pkt_mcnt down to nearest multiple of Nm
-    paper_input_databuf_p->block[block_i].header.mcnt = mcnt - (mcnt%Nm);
+    // Round pkt_mcnt down to nearest multiple of N_TIME_PER_BLOCK
+    paper_input_databuf_p->block[block_i].header.mcnt = mcnt - (mcnt%N_TIME_PER_BLOCK);
 }
 
 // This function must be called once and only once per block_info structure!
@@ -320,7 +335,7 @@ static inline void initialize_block_info(block_info_t * binfo)
 
     // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
     binfo->mcnt_start = 0;
-    binfo->mcnt_log_late = Nm;
+    binfo->mcnt_log_late = N_TIME_PER_BLOCK;
     binfo->block_i = 0;
 
     binfo->out_of_seq_cnt = 0;
@@ -345,6 +360,7 @@ static inline uint64_t process_packet(
     uint64_t pkt_mcnt;
     uint64_t cur_mcnt;
     uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
+    //int i;
 #if N_DEBUG_INPUT_BLOCKS == 1
     static uint64_t debug_remaining = -1ULL;
     static off_t debug_offset = 0;
@@ -358,6 +374,8 @@ static inline uint64_t process_packet(
 
     // Parse packet header
     get_header(p_frame, &pkt_header);
+    // mcnt is a spectra count, representing the first
+    // time sample in the packet
     pkt_mcnt = pkt_header.mcnt;
     pkt_block_i = block_for_mcnt(pkt_mcnt);
     cur_mcnt = binfo.mcnt_start;
@@ -377,17 +395,32 @@ static inline uint64_t process_packet(
     }
 #endif
 
+    //fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d\n", pkt_header.mcnt,
+    //    pkt_header.time, pkt_header.ant, pkt_header.chan);
+    //if(pkt_header.ant==0){
+    //    fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d\n", pkt_header.mcnt,
+    //    pkt_header.time, pkt_header.ant, pkt_header.chan);
+    //}
+    //if(pkt_header.ant==69){
+    //    fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d\n", pkt_header.mcnt,
+    //    pkt_header.time, pkt_header.ant, pkt_header.chan);
+    //}
+    //if(pkt_header.ant==138){
+    //    fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d\n", pkt_header.mcnt,
+    //    pkt_header.time, pkt_header.ant, pkt_header.chan);
+    //}
+
     // We expect packets for the current block, the next block, and the block after.
-    if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*Nm) {
+    if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*N_TIME_PER_BLOCK) {
 	// If the packet is for the block after the next block (i.e. current
 	// block + 2 blocks)
-	if(pkt_mcnt_dist >= 2*Nm) {
+	if(pkt_mcnt_dist >= 2*N_TIME_PER_BLOCK) {
 	    // Mark the current block as filled
 	    netmcnt = set_block_filled(paper_input_databuf_p, &binfo);
 
 	    // Advance mcnt_start to next block
-	    cur_mcnt += Nm;
-	    binfo.mcnt_start += Nm;
+	    cur_mcnt += N_TIME_PER_BLOCK;
+	    binfo.mcnt_start += N_TIME_PER_BLOCK;
 	    binfo.block_i = (binfo.block_i + 1) % N_INPUT_BLOCKS;
 
 	    // Wait (hopefully not long!) to acquire the block after next (i.e.
@@ -429,7 +462,8 @@ static inline uint64_t process_packet(
 
 	// Calculate starting points for unpacking this packet into block's data buffer.
 	dest_p = paper_input_databuf_p->block[pkt_block_i].data
-	    + paper_input_databuf_data_idx(binfo.m, binfo.f, 0, 0);
+	    + paper_input_databuf_data_idx(binfo.m, binfo.a, binfo.c, 0); //time index is always zero
+        //fprintf(stdout, "m:%d, a:%d, c:%d, %lu\n", binfo.m, binfo.a, binfo.c, paper_input_databuf_data_idx(binfo.m, binfo.a, binfo.c, 0));
 	payload_p        = (uint64_t *)(PKT_UDP_DATA(p_frame)+8);
 
 	// Copy data into buffer
@@ -458,7 +492,7 @@ static inline uint64_t process_packet(
 	if(cur_mcnt != 0 && binfo.out_of_seq_cnt == 0) {
 	    hashpipe_warn("hera_pktsock_thread",
 		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
-		    pkt_mcnt, cur_mcnt, cur_mcnt+3*Nm);
+		    pkt_mcnt, cur_mcnt, cur_mcnt+3*N_TIME_PER_BLOCK);
 	}
 
 	// Increment out-of-seq packet counter
@@ -474,14 +508,14 @@ static inline uint64_t process_packet(
 	    // same databuf block as the old current mcnt.
 	    if(binfo.block_i > pkt_block_i) {
 		// Advance pkt_mcnt to correspond to binfo.block_i
-		pkt_mcnt += Nm*(binfo.block_i - pkt_block_i);
+		pkt_mcnt += N_TIME_PER_BLOCK*(binfo.block_i - pkt_block_i);
 	    } else if(binfo.block_i < pkt_block_i) {
 		// Advance pkt_mcnt to binfo.block_i + N_INPUT_BLOCKS blocks
-		pkt_mcnt += Nm*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
+		pkt_mcnt += N_TIME_PER_BLOCK*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
 	    }
 	    // Round pkt_mcnt down to nearest multiple of Nm
-	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%Nm);
-	    binfo.mcnt_log_late = binfo.mcnt_start + Nm;
+	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%N_TIME_PER_BLOCK);
+	    binfo.mcnt_log_late = binfo.mcnt_start + N_TIME_PER_BLOCK;
 	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
 	    hashpipe_warn("hera_pktsock_thread",
 		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx",
@@ -489,7 +523,7 @@ static inline uint64_t process_packet(
 	    // Reinitialize/recycle our two already acquired blocks with new
 	    // mcnt values.
 	    initialize_block(paper_input_databuf_p, binfo.mcnt_start);
-	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+Nm);
+	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+N_TIME_PER_BLOCK);
 	    // Reset binfo's packet counters for these blocks.
 	    binfo.block_packet_counter[binfo.block_i] = 0;
 	    binfo.block_packet_counter[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;
@@ -572,6 +606,7 @@ static void *run(hashpipe_thread_args_t * args)
     int holdoff = 1;
 
     // Force ourself into the hold off state
+    fprintf(stdout, "Setting NETHOLD state to 1. Waiting for someone to set it to 0\n");
     hashpipe_status_lock_safe(&st);
     hputi4(st.buf, "NETHOLD", 1);
     hputs(st.buf, status_key, "holding");
@@ -586,7 +621,7 @@ static void *run(hashpipe_thread_args_t * args)
 	if(!holdoff) {
 	    // Done holding, so delete the key
 	    hdel(st.buf, "NETHOLD");
-	    hputs(st.buf, status_key, "running");
+	    hputs(st.buf, status_key, "starting");
 	}
 	hashpipe_status_unlock_safe(&st);
     }
@@ -627,7 +662,7 @@ static void *run(hashpipe_thread_args_t * args)
 
     // Initialize the newly acquired block
     initialize_block(db, 0);
-    initialize_block(db, Nm);
+    initialize_block(db, N_TIME_PER_BLOCK);
 
     /* Read network params */
     int bindport = 8511;
diff --git a/src/paper_ctl.sh b/src/paper_ctl.sh
index ad02b51c..f05a61bf 100755
--- a/src/paper_ctl.sh
+++ b/src/paper_ctl.sh
@@ -6,13 +6,16 @@ PATH="$(dirname $0):${PATH}"
 instance_id=0
 
 # Set default intcount
-intcount=2048
+intcount=1048576
+
+# Set wait period for start trigger
+start_delay=1048576
 
 # Set intsync to empty value
 intsync=
 
 function get_sync_mcnt() {
-  echo $(( $(hashpipe_check_status -I $instance_id -Q GPUMCNT 2>/dev/null) + 8192 ))
+  echo $(( $(hashpipe_check_status -I $instance_id -Q GPUMCNT 2>/dev/null) + $start_delay ))
 }
 
 function start() {
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 006c652e..7b463dff 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -5,17 +5,16 @@
 #include "hashpipe_databuf.h"
 #include "config.h"
 
-// Determined by F engine ADCs
-#define N_INPUTS_PER_FENGINE 32
-
 // Determined by F engine
-#define N_CHAN_TOTAL 1024
+#define N_CHAN_TOTAL 1536
 
 // Determined by F engine packetizer
-#define N_INPUTS_PER_PACKET  N_INPUTS_PER_FENGINE
-#define N_OUTPUTS_PER_FENGINE (4)
+//TODO#define N_INPUTS_PER_PACKET  2
+#define N_INPUTS_PER_PACKET  6
 // N_BYTES_PER_PACKET excludes header!
-#define N_BYTES_PER_PACKET  (8192)
+//TODO#define N_BYTES_PER_PACKET  (1024)
+#define N_BYTES_PER_PACKET  (3072)
+//TODO#define N_BYTES_PER_PACKET  (3072)
 
 // X engine sizing (from xGPU)
 #define N_ANTS               XGPU_NSTATION
@@ -24,11 +23,14 @@
 #define N_CHAN_PER_X         XGPU_NFREQUENCY
 
 // Derived from above quantities
-#define N_FENGINES                   (N_INPUTS/N_INPUTS_PER_FENGINE)
-#define N_CHAN_PER_F                 (N_CHAN_TOTAL/N_FENGINES/N_OUTPUTS_PER_FENGINE)
-#define N_CHAN_PER_PACKET            (N_CHAN_PER_F)
-#define N_TIME_PER_PACKET            (N_BYTES_PER_PACKET/N_INPUTS_PER_PACKET/N_CHAN_PER_PACKET)
-#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / N_TIME_PER_PACKET)
+#define N_FENGINES                   208
+#define N_CHAN_PER_F                 1536
+#define N_CHAN_PER_PACKET            16
+//TODO#define N_CHAN_PER_PACKET            48
+#define N_TIME_PER_PACKET            32
+//#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / N_TIME_PER_PACKET)
+//#define N_SUB_BLOCKS_PER_INPUT_BLOCK N_TIME_PER_BLOCK
+//#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / 2048)
 #define N_BYTES_PER_BLOCK            (N_TIME_PER_BLOCK * N_CHAN_PER_X * N_INPUTS)
 #define N_PACKETS_PER_BLOCK          (N_BYTES_PER_BLOCK / N_BYTES_PER_PACKET)
 #define N_PACKETS_PER_BLOCK_PER_F    (N_PACKETS_PER_BLOCK / N_FENGINES)
@@ -38,7 +40,7 @@
 #error N_BYTES_PER_PACKET != (N_TIME_PER_PACKET*N_CHAN_PER_PACKET*N_INPUTS_PER_PACKET)
 #endif
 
-#define N_FLUFFED_BYTES_PER_BLOCK  ((N_PACKETS_PER_BLOCK * 8192) * 2)
+#define N_FLUFFED_BYTES_PER_BLOCK  ((N_PACKETS_PER_BLOCK * N_BYTES_PER_PACKET) * 2)
 #define N_FLUFFED_WORDS_PER_BLOCK (N_FLUFFED_BYTES_PER_BLOCK / 8) 
 
 // Number of floats in xGPU's "register tile order" output matrix.
@@ -67,15 +69,7 @@
 // the network thread will be different size/format.  Also changed is the
 // number of time samples per packet i(and therefore per mcount).  The HERA
 // specific sizing parameters are given here, but they are all prefixed with
-// "HERA_" to disambiguate them from the non-prefixed PAPER versions.
-
-// HERA_N_BYTES_PER_PACKET excludes header (and footer)!
-#define HERA_N_BYTES_PER_PACKET  (1024)
-#define HERA_N_INPUTS_PER_PACKET (2)
-#define HERA_N_CHAN_PER_PACKET (16)
 
-// Derived from above quantities
-#define HERA_N_TIME_PER_PACKET       (HERA_N_BYTES_PER_PACKET/HERA_N_INPUTS_PER_PACKET/HERA_N_CHAN_PER_PACKET)
 /*
  * INPUT BUFFER STRUCTURES
  */
@@ -94,47 +88,6 @@ typedef uint8_t paper_input_header_cache_alignment[
   CACHE_ALIGNMENT - (sizeof(paper_input_header_t)%CACHE_ALIGNMENT)
 ];
 
-// == paper_databuf_input_t ==
-//
-// For PAPER:
-//
-// * Net thread output
-// * Fluffer thread input
-// * Ordered sequence of packets in "data" field:
-//
-//   +-- mcount
-//   |       +-- fid
-//   |       |       |<-packet->|
-//   V       V       |          |
-//   m       f       |t       c |
-//   ==      ==      |==      ==|
-//   m0 }--> f0 }--> |t0 }--> c0|
-//   m1      f1      |t1      c1|
-//   m2      f2      |t2      c2|
-//   :       :       |:       : |
-//   ==      ==       ==      ==
-//   Nm      Nf       Nt      Nc
-//
-//   Each 8 byte word represents eight complex inputs.
-//   Each byte is a 4bit+4bit complex value.
-//
-// m = packet's mcount - block's first mcount
-// f = packet's FID
-// t = time sample within packet
-// c = channel within time sample within packet
-// Nt * Nc == packet's payload
-
-#define Nm (N_TIME_PER_BLOCK/N_TIME_PER_PACKET)
-#define Nf N_FENGINES
-#define Nt N_TIME_PER_PACKET
-#define Nc N_CHAN_PER_PACKET
-
-// Computes paper_input_databuf_t data word (uint64_t) offset for complex data
-// word corresponding to the given parameters.
-// NB: N_INPUTS_PER_FENGINE must be multiple of sizeof(uint64_t)
-#define paper_input_databuf_data_idx(m,f,t,c) \
-  ((N_INPUTS_PER_FENGINE/sizeof(uint64_t))*(c+Nc*(t+Nt*(f+Nf*m))))
-
 // For HERA:
 //
 // * HERA net thread output
@@ -171,10 +124,10 @@ typedef uint8_t paper_input_header_cache_alignment[
 // c = channel within within X engine
 // t = time sample within channel (0 to Nt-1)
 
-#define HERA_Nm (N_TIME_PER_BLOCK/HERA_N_TIME_PER_PACKET)
-#define HERA_Na N_ANTS
-#define HERA_Nc N_CHAN_PER_X
-#define HERA_Nt HERA_N_TIME_PER_PACKET
+#define Nm (N_TIME_PER_BLOCK/N_TIME_PER_PACKET)
+#define Na N_ANTS
+#define Nc N_CHAN_PER_X
+#define Nt N_TIME_PER_PACKET
 
 // HERA mcount index = m * Na * Nc * Nt * HERA_N_INPUTS_PER_PACKET / sizeof(uint64_t)
 // HERA ant index = a * Nc * Nt * HERA_N_INPUTS_PER_PACKET / sizeof(uint64_t)
@@ -182,8 +135,10 @@ typedef uint8_t paper_input_header_cache_alignment[
 //
 // Computes paper_input_databuf_t data word (uint64_t) offset for complex data
 // word corresponding to the given parameters for HERA F engine packets.
-#define hera_input_databuf_data_idx(m,a,c) \
-  (((m * HERA_Na + a) * HERA_Nc + c) * HERA_Nt * HERA_N_INPUTS_PER_PACKET / sizeof(uint64_t))
+
+#define paper_input_databuf_data_idx(m,a,c,t) \
+  (((((m * Na + a) * (Nc) + c)*Nt + t) * 2) / sizeof(uint64_t))
+//TODO  (((((m * Na + a) * (Nc) + c)*Nt + t) * N_INPUTS_PER_PACKET) / sizeof(uint64_t))
 
 typedef struct paper_input_block {
   paper_input_header_t header;
@@ -206,7 +161,7 @@ typedef struct paper_input_databuf {
  * GPU INPUT BUFFER STRUCTURES
  */
 
-#define N_GPU_INPUT_BLOCKS 2
+#define N_GPU_INPUT_BLOCKS 4
 
 // == paper_gpu_input_databuf_t ==
 //
@@ -224,7 +179,7 @@ typedef struct paper_input_databuf {
 //   m2      t2      c2      f2
 //   :       :       :       :
 //   ==      ==      ==      ==
-//   Nm      Nt      Nc      Nf
+//   Nm      Nt      Nc      Na
 //
 //   Each group of eight 8 byte words (i.e. every 64 bytes) contains thirty-two
 //   8bit+8bit complex inputs (8 inputs * four F engines) using complex block
@@ -233,8 +188,8 @@ typedef struct paper_input_databuf {
 // Returns word (uint64_t) offset for real input data word (8 inputs)
 // corresponding to the given parameters.  Corresponding imaginary data word is
 // 1 word later (complex block size 1).
-#define paper_gpu_input_databuf_data_idx(m,f,t,c) \
-  (f+2*Nf*(c+Nc*(t+Nt*m)))
+#define paper_gpu_input_databuf_data_idx(m,a,t,c) \
+  (m*Nt*Nc*Na) + (t*Nc*Na) + (c*Na) + a 
 
 typedef struct paper_gpu_input_block {
   paper_input_header_t header;
diff --git a/src/paper_fake_net_thread.c b/src/paper_fake_net_thread.c
index 6853e1e7..3f5224ba 100644
--- a/src/paper_fake_net_thread.c
+++ b/src/paper_fake_net_thread.c
@@ -74,7 +74,7 @@ static void *run(hashpipe_thread_args_t * args)
         hashpipe_status_unlock_safe(&st);
  
         // Fill in sub-block headers
-        for(i=0; i<N_SUB_BLOCKS_PER_INPUT_BLOCK; i++) {
+        for(i=0; i<N_PACKETS_PER_BLOCK; i++) {
           db->block[block_idx].header.good_data = 1;
           db->block[block_idx].header.mcnt = mcnt;
           mcnt+=Nm;
diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index 685ec080..a094c9cd 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -47,7 +47,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
     hashpipe_status_lock_safe(&st);
     hputs(st.buf,  "INTSTAT", "off");
     hputi8(st.buf, "INTSYNC", 0);
-    hputi4(st.buf, "INTCOUNT", N_SUB_BLOCKS_PER_INPUT_BLOCK);
+    hputi4(st.buf, "INTCOUNT", 1);
     hputi8(st.buf, "GPUDUMPS", 0);
     hgeti4(st.buf, "GPUDEV", &gpu_dev); // No change if not found
     hputi4(st.buf, "GPUDEV", gpu_dev);
@@ -144,7 +144,8 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
               hgeti4(st.buf, "INTCOUNT", &int_count);
               hashpipe_status_unlock_safe(&st);
               // Compute last mcount
-              last_mcount = start_mcount + (int_count-1) * N_SUB_BLOCKS_PER_INPUT_BLOCK;
+              last_mcount = start_mcount + (int_count-N_TIME_PER_BLOCK);// * N_SUB_BLOCKS_PER_INPUT_BLOCK;
+              fprintf(stderr, "Accumulating to mcount: %lu\n", last_mcount);
             // Else (missed starting mcount)
             } else {
               // Handle missed start of integration
@@ -225,7 +226,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
             hashpipe_status_unlock_safe(&st);
           } else {
             // Advance last_mcount for end of next integration
-            last_mcount += int_count * N_SUB_BLOCKS_PER_INPUT_BLOCK;
+            last_mcount += int_count;// * N_SUB_BLOCKS_PER_INPUT_BLOCK;
           }
 
           // Mark output block as full and advance

From 11277a12bd6f0a3ac8fc9b6dfbfc8a95196d623c Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 14 Feb 2018 14:20:00 -0800
Subject: [PATCH 037/420] Decrease inter-packet delay

---
 src/paper_gpu_output_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/paper_gpu_output_thread.c b/src/paper_gpu_output_thread.c
index 843e0823..9e36b6fe 100644
--- a/src/paper_gpu_output_thread.c
+++ b/src/paper_gpu_output_thread.c
@@ -195,7 +195,7 @@ static XGPUInfo xgpu_info;
 //   10 megabit per second = 100 nanosecond per bit
 //#define PACKET_DELAY_NS (4 * 10 * 8 * BYTES_PER_PACKET)
 // Really trickle it out...
-#define PACKET_DELAY_NS (100 * 8 * BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (10*8 * BYTES_PER_PACKET)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;

From 72af409620c275ba819c59396df32444619f1623 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 14 Feb 2018 14:21:13 -0800
Subject: [PATCH 038/420] Add some environment config / status scripts

---
 print-nic-stats.sh |  6 +++++
 tweak-perf.sh      | 57 ++++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 63 insertions(+)
 create mode 100755 print-nic-stats.sh
 create mode 100755 tweak-perf.sh

diff --git a/print-nic-stats.sh b/print-nic-stats.sh
new file mode 100755
index 00000000..c6a558e3
--- /dev/null
+++ b/print-nic-stats.sh
@@ -0,0 +1,6 @@
+#! /bin/bash
+
+ethtool -S eth2 | grep rx_dropped
+ethtool -S eth2 | grep vport_dropped
+ethtool -S eth2 | grep rx_fifo_errors
+ethtool -S eth2 | grep rx_missed_errors
diff --git a/tweak-perf.sh b/tweak-perf.sh
new file mode 100755
index 00000000..aa307733
--- /dev/null
+++ b/tweak-perf.sh
@@ -0,0 +1,57 @@
+#! /bin/bash
+
+# Set high performance mode
+for i in `ls /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor`; do echo performance > $i; done
+
+# Set mtu
+ifconfig eth3 mtu 3200
+ifconfig eth5 mtu 3200
+
+# Turn on pause requests
+ethtool -A eth3 rx on
+ethtool -A eth5 rx on
+
+# Kernel buffer sizes
+sysctl net.core.rmem_max=8388608
+sysctl net.core.rmem_default=8388608
+
+# Kill packets before the IP stack
+iptables -t raw -A PREROUTING -i eth3 -p udp -j DROP
+iptables -t raw -A PREROUTING -i eth5 -p udp -j DROP
+
+# Set interrupt coalescing
+ethtool -C eth3 adaptive-rx off
+ethtool -C eth3 rx-frames 8
+ethtool -C eth3 rx-usecs 0
+ethtool -C eth5 adaptive-rx off
+ethtool -C eth5 rx-frames 8
+ethtool -C eth5 rx-usecs 0
+
+# Set ring sizes to max
+ethtool -G eth3 rx 8192
+ethtool -G eth5 rx 8192
+
+# Set Receiver Side Steering
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.110 m 0.0.0.0 action 4 loc 1
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 5 loc 2
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 6 loc 3
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 7 loc 4
+ethtool -U eth3 flow-type udp4 src-ip 10.0.10.110 m 0.0.0.0 action 4 loc 1
+ethtool -U eth3 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 4 loc 2
+ethtool -U eth3 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 5 loc 3
+ethtool -U eth3 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 5 loc 4
+ethtool -U eth3 flow-type udp4 src-ip 10.0.10.201 m 0.0.0.0 action 6 loc 5
+ethtool -U eth3 flow-type udp4 src-ip 10.0.10.109 m 0.0.0.0 action 6 loc 6
+# Dump everything else on CPU7 (there shouldn't be much)
+ethtool -U eth3 flow-type udp4 src-ip 10.0.10.1 m 255.255.255.255 action 4 loc 7
+
+ethtool -U eth5 flow-type udp4 src-ip 10.0.10.110 m 0.0.0.0 action 12 loc 1
+ethtool -U eth5 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 12 loc 2
+ethtool -U eth5 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 13 loc 3
+ethtool -U eth5 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 13 loc 4
+ethtool -U eth3 flow-type udp4 src-ip 10.0.10.201 m 0.0.0.0 action 14 loc 5
+ethtool -U eth3 flow-type udp4 src-ip 10.0.10.109 m 0.0.0.0 action 14 loc 6
+# Dump everything else on CPU7 (there shouldn't be much)
+ethtool -U eth5 flow-type udp4 src-ip 10.0.10.1 m 255.255.255.255 action 15 loc 7
+
+

From 68da5a877bd27ebecac08be694e5386a8c3b9e0a Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Mon, 30 Apr 2018 12:15:30 -0700
Subject: [PATCH 039/420] Update net/fluff thread for 8k firmware.

Untested
---
 src/hera_pktsock_thread.c |  15 +--
 src/paper_databuf.h       |  42 +++-----
 src/paper_fluff.c         | 221 +++++++++++++++++++++-----------------
 3 files changed, 151 insertions(+), 127 deletions(-)

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index 2b2b0b0a..afc21f0f 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -355,6 +355,7 @@ static inline uint64_t process_packet(
     packet_header_t pkt_header;
     const uint64_t *payload_p;
     int pkt_block_i;
+    int i;
     uint64_t *dest_p;
     int64_t pkt_mcnt_dist;
     uint64_t pkt_mcnt;
@@ -460,14 +461,16 @@ static inline uint64_t process_packet(
 	    return -1;
 	}
 
-	// Calculate starting points for unpacking this packet into block's data buffer.
-	dest_p = paper_input_databuf_p->block[pkt_block_i].data
-	    + paper_input_databuf_data_idx(binfo.m, binfo.a, binfo.c, 0); //time index is always zero
-        //fprintf(stdout, "m:%d, a:%d, c:%d, %lu\n", binfo.m, binfo.a, binfo.c, paper_input_databuf_data_idx(binfo.m, binfo.a, binfo.c, 0));
-	payload_p        = (uint64_t *)(PKT_UDP_DATA(p_frame)+8);
 
 	// Copy data into buffer
-	memcpy(dest_p, payload_p, N_BYTES_PER_PACKET);
+        for(i=0; i<N_INPUTS_PER_PACKET/2; i++) {
+	    // Calculate starting points for unpacking this packet into block's data buffer.
+	    dest_p = paper_input_databuf_p->block[pkt_block_i].data
+	        + paper_input_databuf_data_idx(binfo.m, binfo.a + i, binfo.c, 0); //time index is always zero
+            //fprintf(stdout, "m:%d, a:%d, c:%d, %lu\n", binfo.m, binfo.a, binfo.c, paper_input_databuf_data_idx(binfo.m, binfo.a, binfo.c, 0));
+	    payload_p        = (uint64_t *)(PKT_UDP_DATA(p_frame)+8+(i*2*N_CHAN_PER_PACKET*N_TIME_PER_PACKET));
+	    memcpy(dest_p, payload_p, 2*N_CHAN_PER_PACKET*N_TIME_PER_PACKET);
+        }
 
 	return netmcnt;
     }
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 7b463dff..2685d667 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -6,15 +6,16 @@
 #include "config.h"
 
 // Determined by F engine
-#define N_CHAN_TOTAL 1536
+#define N_CHAN_TOTAL 6144
+#define N_FENGINES   208
+#define N_CHAN_PER_F N_CHAN_TOTAL
 
 // Determined by F engine packetizer
-//TODO#define N_INPUTS_PER_PACKET  2
 #define N_INPUTS_PER_PACKET  6
+#define N_CHAN_PER_PACKET    384
+#define N_TIME_PER_PACKET    2
 // N_BYTES_PER_PACKET excludes header!
-//TODO#define N_BYTES_PER_PACKET  (1024)
-#define N_BYTES_PER_PACKET  (3072)
-//TODO#define N_BYTES_PER_PACKET  (3072)
+#define N_BYTES_PER_PACKET  (N_INPUTS_PER_PACKET*N_CHAN_PER_PACKET*N_TIME_PER_PACKET)
 
 // X engine sizing (from xGPU)
 #define N_ANTS               XGPU_NSTATION
@@ -23,11 +24,6 @@
 #define N_CHAN_PER_X         XGPU_NFREQUENCY
 
 // Derived from above quantities
-#define N_FENGINES                   208
-#define N_CHAN_PER_F                 1536
-#define N_CHAN_PER_PACKET            16
-//TODO#define N_CHAN_PER_PACKET            48
-#define N_TIME_PER_PACKET            32
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / N_TIME_PER_PACKET)
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK N_TIME_PER_BLOCK
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / 2048)
@@ -49,26 +45,17 @@
 #define PAGE_SIZE (4096)
 #define CACHE_ALIGNMENT (128)
 
-// The HERA correlator is based largely on the PAPER correlator.  The first
-// generation HERA array will match the sizing of the PSA128 (or PSA256 if you
-// count by inputs rather than antennas) correlator.  In fact, it will use the
-// same XGPU build as the last generation PAPER correlator.  The main
+// The HERA correlator is based largely on the PAPER correlator.  The main 
 // difference will be in the F engines.  The ROACH2 based F engines are being
 // replaced by SNAP based F engines.  Because SNAPs have a different number of
-// inputs, the F engine packet format must change.  Because SNAPs handle a
-// non-power-of-2 number of inputs (6), the most generic solution is to put
-// each antenna (pair of inputs) into a packet.  Fears of small packets have
-// eased somewhat (thanks to interrupt coalescing), so the HERA F engine
-// packets are now also smaller (1 KB instead of 8 KB).  The main message is
-// that HERA F engine packets are quite different from the PAPER F engine
-// packets.  Even though the X engines are the same, the network thread and the
+// inputs, the F engine packet format must change. 
+// Even though the X engines are the same, the network thread and the
 // fluffing threads for HERA are somewhat different.  The data buffer format
 // for the GPU thread's input buffer is exactly the same.  The fluffing
 // thread's input buffer is therefore sized the same (i.e. half the size of the
-// GPU input buffer), but the format is different since the packet's stored by
+// GPU input buffer), but the format is different since the packets stored by
 // the network thread will be different size/format.  Also changed is the
-// number of time samples per packet i(and therefore per mcount).  The HERA
-// specific sizing parameters are given here, but they are all prefixed with
+// number of time samples per packet i(and therefore per mcount).
 
 /*
  * INPUT BUFFER STRUCTURES
@@ -138,6 +125,8 @@ typedef uint8_t paper_input_header_cache_alignment[
 
 #define paper_input_databuf_data_idx(m,a,c,t) \
   (((((m * Na + a) * (Nc) + c)*Nt + t) * 2) / sizeof(uint64_t))
+#define paper_input_databuf_data_idx256(m,a,c,t) \
+  (((((m * Na + a) * (Nc) + c)*Nt + t) * 2) / sizeof(__m256i))
 //TODO  (((((m * Na + a) * (Nc) + c)*Nt + t) * N_INPUTS_PER_PACKET) / sizeof(uint64_t))
 
 typedef struct paper_input_block {
@@ -188,8 +177,11 @@ typedef struct paper_input_databuf {
 // Returns word (uint64_t) offset for real input data word (8 inputs)
 // corresponding to the given parameters.  Corresponding imaginary data word is
 // 1 word later (complex block size 1).
+//TODO should there me a /sizeof(uint64_t) here? and/or a factor of 4?
 #define paper_gpu_input_databuf_data_idx(m,a,t,c) \
-  (m*Nt*Nc*Na) + (t*Nc*Na) + (c*Na) + a 
+  ((m*Nt*Nc*Na) + (t*Nc*Na) + (c*Na) + a)
+#define paper_gpu_input_databuf_data_idx256(m,a,t,c) \
+  (4*((m*Nt*Nc*Na) + (t*Nc*Na) + (c*Na) + a) / sizeof(__m256i))
 
 typedef struct paper_gpu_input_block {
   paper_input_header_t header;
diff --git a/src/paper_fluff.c b/src/paper_fluff.c
index c5eaec40..ccd7f12a 100644
--- a/src/paper_fluff.c
+++ b/src/paper_fluff.c
@@ -11,15 +11,6 @@
 #include "paper_fluff.h"
 
 #define N_WORD128_PER_PACKET  (N_BYTES_PER_PACKET/sizeof(__m128i))
-// OUTPUT_STRIDE in is units of __m256i
-//#define OUTPUT_STRIDE ((2*Nf*N_INPUTS_PER_PACKET)/sizeof(__m256i))
-//#define OUTPUT_STRIDE ((2*Na)/sizeof(__m256i))
-#define OUTPUT_STRIDE 1
-
-#define paper_input_databuf_data_idx256(m,a,c,t) \
-  ((((m * Na + a) * Nc + c) * t) * N_INPUTS_PER_PACKET / sizeof(__m256i))
-#define paper_gpu_input_databuf_data_idx256(m,a,t,c) \
-  (4*((m*Nt*Nc*Na) + (t*Nc*Na) + (c*Na) + a) / sizeof(__m256i))
 
 #if 0
 typedef union {
@@ -63,13 +54,24 @@ int paper_fluff_diag(const uint64_t const * const in, uint64_t * out)
   return 0;
 }
 
-
+/*
+ * The xGPU input buffer is time x channel x antenna x pol. Each pol input
+ * is a 1Byte + 1Byte complex value.
+ * So a 256 bit (32 Byte) chunk of memory should contain a single time/channel,
+ * and 16 inputs (8 antennas x dual-pol).
+ *
+ * The netthread output buffer has a shape dictated by the structure of a single
+ * packet. It has dimensions time x antenna x channel x times-per-packet x pol.
+ * Each pol is a 4bit + 4bit complex value.
+ * Thus, the fluffing thread has to do some gymnastics to write the GPU input buffer
+ * more than one antenna at a time.
+*/
 int paper_fluff(const uint64_t const * const in, uint64_t * out)
 {
   //uint64_t v0, v1, v2, v3;
   //vec_t in0, in1, in2, in3;
   //vec_t v0, v1, v2, v3;
-  int m, c, t, a, i, j, k, l, n, p;
+  int m, ct, c, t, a, i, j, k, l, n, p, wc, wa, wt;
 
   __m256i int0, int1, outlo, int2, int3, outhi;
 
@@ -83,92 +85,119 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
   __m256i row[16], temp[16];
 
   p_out = (__m256i *)out;
-  // Loop over different packets
+  // Loop over different time chunks
   for(m=0; m<Nm; m++) {
-    // Loop over X-engine channels
-    for(c=0; c<Nc; c++) {
-      // Loop over 16-sample time chunks
-      for(t=0; t<Nt/16; t++) {
-        // Loop over 16-antenna chunks
-        for(a=0; a<Na/16; a++) {
-          // Load a 16-sample by 16-antenna matrix into 16 x 128 bit registers
-          for(i=0; i<16; i++) {
-            //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
-            row[i]  = _mm256_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
-            //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
-          }
-          /* TRANSPOSE */
-          for(j=0; j<8; j++) {
-            temp[j]   = _mm256_unpacklo_epi16(row[2*j], row[2*j+1]);
-            temp[j+8] = _mm256_unpackhi_epi16(row[2*j], row[2*j+1]);
-          }
-          for(k=0; k<8; k++) {
-            row[k]   = _mm256_unpacklo_epi32(temp[2*k], temp[2*k+1]);
-            row[k+8] = _mm256_unpackhi_epi32(temp[2*k], temp[2*k+1]);
-          }
-          for(l=0; l<8; l++) {
-            temp[l]   = _mm256_unpacklo_epi64(row[2*l], row[2*l+1]);
-            temp[l+8] = _mm256_unpackhi_epi64(row[2*l], row[2*l+1]);
-          }
-          /* END TRANSPOSE -- actually we have transposed 4 8x8 blocks of the matrix.
-             For the full transpose we'd need a unpackX_epi128, which doesn't exist.*/
-          /* Fluff each 256 bit row of the transposed matrix into
-             two 256-bit fluffed words. The loop here is over rows, which are times.
-             The matrix here should be:
-             ANT[ 0: 7]T0, ANT[ 0: 7]T8
-             ANT[ 0: 7]T1, ANT[ 0: 7]T9
-             ANT[ 0: 7]T2, ANT[ 0: 7]T10
-             ANT[ 0: 7]T3, ANT[ 0: 7]T11
-             ANT[ 0: 7]T4, ANT[ 0: 7]T12
-             ANT[ 0: 7]T5, ANT[ 0: 7]T13
-             ANT[ 0: 7]T6, ANT[ 0: 7]T14
-             ANT[ 0: 7]T7, ANT[ 0: 7]T15
-             ANT[ 8:15]T0, ANT[ 8:15]T8
-             ANT[ 8:15]T1, ANT[ 8:15]T9
-             ANT[ 8:15]T2, ANT[ 8:15]T10
-             ANT[ 8:15]T3, ANT[ 8:15]T11
-             ANT[ 8:15]T4, ANT[ 8:15]T12
-             ANT[ 8:15]T5, ANT[ 8:15]T13
-             ANT[ 8:15]T6, ANT[ 8:15]T14
-             ANT[ 8:15]T7, ANT[ 8:15]T15 */
-          for(p=0; p<2; p++) {
-            for(n=0; n<8; n++) {
-              // fluff and load
-              // shift so that we have four bitvectors, where the top 4 bits
-              // of each 16-bit word are consecutive values
-              int0 = temp[8*p + n];
-              int1 = _mm256_slli_epi16(temp[8*p + n], 4);
-              int2 = _mm256_slli_epi16(temp[8*p + n], 8);
-              int3 = _mm256_slli_epi16(temp[8*p + n], 12);
-
-              // shift down with sign extension. AKA, "fluff"
-              // This makes the top 8 bits of the int0 and int2 values valid 8-bit signed numbers
-              // The shift by 12 makes the lower 8-bits of the int1 and in3 values 8-bit signed numbers
-              int0 = _mm256_srai_epi16(int0, 4);
-              int1 = _mm256_srai_epi16(int1, 12);
-              int2 = _mm256_srai_epi16(int2, 4);
-              int3 = _mm256_srai_epi16(int3, 12);
-
-              // Mask bits, ready to AND together
-              int0 = _mm256_and_si256(int0, maskhi);
-              int1 = _mm256_and_si256(int1, masklo);
-              int2 = _mm256_and_si256(int2, maskhi);
-              int3 = _mm256_and_si256(int3, masklo);
-
-              // AND together pairs of vectors
-              outlo = _mm256_and_si256(int0, int1);
-              outhi = _mm256_and_si256(int2, int3);
-
-              // Store two 256-bit words with _mm256_stream_si256
-              //fprintf(stdout, "m:%d, a:%d, c:%d, t:%d, word1: %d, word2: %d\n", m,a,c,t,paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n,c), paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n+8,c));
-              _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n,c), outlo);
-              _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n+8,c), outhi);
-              //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n,c), outlo);
-              //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n+8,c), outhi);
-              //_mm256_stream_si256(foo256, outlo);
-              //_mm256_stream_si256(bar256, outhi);
-            
-            }
+    // Loop over X-engine channel-times
+    for(ct=0; ct<(Nc*Nt); ct=ct+16) {
+      c = ct / Nt;
+      t = 0; //Only valid if Nt < 16
+      for(a=0; a<Na; a=a+16) {
+        // Load a 16-chan-sample by 16-antenna matrix into 16 x 256 bit registers
+        for(i=0; i<16; i++) {
+          //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
+          row[i]  = _mm256_load_si256(p_in + paper_input_databuf_data_idx256(m,a+i,c,t));
+          //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
+        }
+        /* TRANSPOSE */
+        for(j=0; j<8; j++) {
+          temp[j]   = _mm256_unpacklo_epi16(row[2*j], row[2*j+1]);
+          temp[j+8] = _mm256_unpackhi_epi16(row[2*j], row[2*j+1]);
+        }
+        for(k=0; k<8; k++) {
+          row[k]   = _mm256_unpacklo_epi32(temp[2*k], temp[2*k+1]);
+          row[k+8] = _mm256_unpackhi_epi32(temp[2*k], temp[2*k+1]);
+        }
+        for(l=0; l<8; l++) {
+          temp[l]   = _mm256_unpacklo_epi64(row[2*l], row[2*l+1]);
+          temp[l+8] = _mm256_unpackhi_epi64(row[2*l], row[2*l+1]);
+        }
+        /* END TRANSPOSE -- actually we have transposed 4 8x8 blocks of the matrix.
+           For the full transpose we'd need a unpackX_epi128, which isn't available.*/
+        /* Fluff each 256 bit row of the transposed matrix into
+           two 256-bit fluffed words. The loop here is over rows, which are times.
+           The matrix here should be:
+           ANT[ 0: 7]C0T0, ANT[ 0: 7]C4T0
+           ANT[ 0: 7]C0T1, ANT[ 0: 7]C4T1
+           ANT[ 0: 7]C1T0, ANT[ 0: 7]C5T0
+           ANT[ 0: 7]C1T1, ANT[ 0: 7]C5T1
+           ANT[ 0: 7]C2T0, ANT[ 0: 7]C6T0
+           ANT[ 0: 7]C2T1, ANT[ 0: 7]C6T1
+           ANT[ 0: 7]C3T0, ANT[ 0: 7]C7T0
+           ANT[ 0: 7]C3T1, ANT[ 0: 7]C7T1
+           ANT[ 8:15]C0T0, ANT[ 8:15]C4T0
+           ANT[ 8:15]C0T1, ANT[ 8:15]C4T1
+           ANT[ 8:15]C1T0, ANT[ 8:15]C5T0
+           ANT[ 8:15]C1T1, ANT[ 8:15]C5T1
+           ANT[ 8:15]C2T0, ANT[ 8:15]C6T0
+           ANT[ 8:15]C2T1, ANT[ 8:15]C6T1
+           ANT[ 8:15]C3T0, ANT[ 8:15]C7T0
+           ANT[ 8:15]C3T1, ANT[ 8:15]C7T1 */
+
+        // Convenience loops: Separate into the top and bottom
+        // part of this matrix
+        for(p=0; p<2; p++) {
+          wa = p * 8; // antenna to write
+          for(n=0; n<8; n++) {
+            wc = n / Nt; // channel to write (the first one appearing in the row)
+            wt = n % Nt; // time sample to write
+            // fluff and load
+            // shift so that we have four bitvectors, where the top 4 bits
+            // of each 16-bit word are consecutive values
+            // eg, for n=0, p=0; int0 is: A0C0T0xr, A0C0T0xi, A0C0T0yr, A0C0T0yi 
+            int0 = temp[8*p + n];
+            // eg, for n=0, p=0; int1 is: A0C0T0xi, A0C0T0yr, A0C0T0yi, 00000000
+            int1 = _mm256_slli_epi16(temp[8*p + n], 4);
+            // eg, for n=0, p=0; int2 is: A0C0T0yr, A0C0T0yi, 00000000, 00000000
+            int2 = _mm256_slli_epi16(temp[8*p + n], 8);
+            // eg, for n=0, p=0; int3 is: A0C0T0yi, 00000000, 00000000, 00000000
+            int3 = _mm256_slli_epi16(temp[8*p + n], 12);
+
+            // shift down with sign extension. AKA, "fluff"
+            // This makes the top 8 bits of the int0 and int2 values valid 8-bit signed numbers
+            // The shift by 12 makes the lower 8-bits of the int1 and in3 values 8-bit signed numbers
+            // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, A0C0T0xi, A0C0T0yr
+            int0 = _mm256_srai_epi16(int0, 4);
+            // eg, for n=0, p=0; int1 is: A0C0T0xi-16b
+            int1 = _mm256_srai_epi16(int1, 12);
+            // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, A0C0T0yi, 00000000
+            int2 = _mm256_srai_epi16(int2, 4);
+            // eg, for n=0, p=0; int3 is: A0C0T0yi-16b
+            int3 = _mm256_srai_epi16(int3, 12);
+
+            // Mask bits, ready to AND together
+            // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, 8'b0
+            int0 = _mm256_and_si256(int0, maskhi);
+            // eg, for n=0, p=0; int1 is: 8'b0, A0C0T0xi-8b
+            int1 = _mm256_and_si256(int1, masklo);
+            // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, 8'b0
+            int2 = _mm256_and_si256(int2, maskhi);
+            // eg, for n=0, p=0; int3 is: 8'b0, A0C0T0yi-8b
+            int3 = _mm256_and_si256(int3, masklo);
+
+            // AND together pairs of vectors
+            // eg, for n=0, p=0; outlo is: A0C0T0xr-8b, A0C0T0xi-8b
+            outlo = _mm256_and_si256(int0, int1);
+            // eg, for n=0, p=0; outlo is: A0C0T0yr-8b, A0C0T0yi-8b
+            outhi = _mm256_and_si256(int2, int3);
+
+            // For a full 256-bit word (for n=0, p=0):
+            // outlo: A0C0T0x(r/i), A1C0T0x(r/i), ..., A7C0T0x(r/i), A0C4T0x(r/i), A7C4T0x(r/i)
+            // outhi: A0C0T0y(r/i), A1C0T0y(r/i), ..., A7C0T0y(r/i), A0C4T0y(r/i), A7C4T0y(r/i)
+
+            // Interleave these to gather X and Y pols
+            // eg, for n=0, p=0; int0 = A0C0T0x(r/i), A0C0T0y(r/i), ..., A7C0T0x(r/i),  A7C0T0y(r/i)
+            int0 = _mm256_unpacklo_epi16(outlo, outhi);
+            // eg, for n=0, p=0; int1 = A0C4T0x(r/i), A0C4T0y(r/i), ..., A7C4T0x(r/i),  A7C4T0y(r/i)
+            int1 = _mm256_unpackhi_epi16(outlo, outhi);
+
+            // Store these two 256-bit words with _mm256_stream_si256
+            //fprintf(stdout, "m:%d, a:%d, c:%d, t:%d, word1: %d, word2: %d\n", m,a,c,t,paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n,c), paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n+8,c));
+            _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m, a+wa, wt, wc), int0);
+            _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m, a+wa, wt, wc + (8/Nt)), int1);
+            //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n,c), outlo);
+            //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n+8,c), outhi);
+            //_mm256_stream_si256(foo256, outlo);
+            //_mm256_stream_si256(bar256, outhi);
           }
         }
       }

From c6548a3921584d5669853d929282f5bed13b1356 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Thu, 28 Jun 2018 14:53:13 -0700
Subject: [PATCH 040/420] Change ComplexInt type to Complex

Latest xGPU with dp4a (v2.0.0) doesn't declare the
ComplexInt type, instead deciding to declare Complex to be
floating or integer depending whether or not the DP4A instruction
is to be used
---
 src/paper_gpu_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index a094c9cd..8d65ec26 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -275,7 +275,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
             /*
              * Call CPU X engine function
              */
-            xgpuOmpXengine((ComplexInt *)db_out->block[curblock_out].data, context.array_h);
+            xgpuOmpXengine((Complex *)db_out->block[curblock_out].data, context.array_h);
 
             // Mark output block as full and advance
             paper_output_databuf_set_filled(db_out, curblock_out);

From 39ef72dec6ae3cb2cff3cd40914c2c2ec86e9a72 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Fri, 29 Jun 2018 14:43:39 -0700
Subject: [PATCH 041/420] First pass at adding fluff thread for dp4a xgpu

---
 src/paper_databuf.h |  40 ++---
 src/paper_fluff.c   | 357 +++++++++++++++++++++++++++++---------------
 2 files changed, 258 insertions(+), 139 deletions(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 2685d667..504662b9 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -156,30 +156,30 @@ typedef struct paper_input_databuf {
 //
 // * Fluffer thread output
 // * GPU thread input
+// GPU input buffer is input[time/4][channel][station][pol][complexity][time%4]
 // * Multidimensional array in "data" field:
 //
-//   +--time--+      +--chan +--fid
-//   |        |      |       |
-//   V        V      V       V
-//   m        t      c       f
-//   ==      ==      ==      ==
-//   m0 }--> t0 }--> c0 }--> f0
-//   m1      t1      c1      f1
-//   m2      t2      c2      f2
-//   :       :       :       :
-//   ==      ==      ==      ==
-//   Nm      Nt      Nc      Na
+//   +--time   +--chan +--fid  +--complexity +--time%4
+//   |         |       |       |             |
+//   V         V       V       V             V
+//   m         c       f       r             i
+//   ==        ==      ==
+//   m0 }----> c0 }--> f0 }--> real }------> i0
+//   m1        c1      f1      imag          i1
+//   m2        c2      f2                    i2
+//   :         :       :                     i3
+//   ==        ==      ==      ==            ==
+//   Nm*Nt/4   Nc      Na      2             t%4
 //
-//   Each group of eight 8 byte words (i.e. every 64 bytes) contains thirty-two
-//   8bit+8bit complex inputs (8 inputs * four F engines) using complex block
-//   size 1.
-
-// Returns word (uint64_t) offset for real input data word (8 inputs)
-// corresponding to the given parameters.  Corresponding imaginary data word is
-// 1 word later (complex block size 1).
-//TODO should there me a /sizeof(uint64_t) here? and/or a factor of 4?
+//   Each group of eight bytes contains four timesamples for
+//   the real and imaginary part of a single ant-pol-chan
+
+// Returns word (uint64_t) offset for real input data word
+// corresponding to the given parameters.  Corresponding imaginary data
+// word is 4 bytes later. Only valid for t a multiple of 4
+
 #define paper_gpu_input_databuf_data_idx(m,a,t,c) \
-  ((m*Nt*Nc*Na) + (t*Nc*Na) + (c*Na) + a)
+  ((m*Nt*Nc*Na) + ((t/4)*Nc*Na*4) + (c*Na*4) + a*4)
 #define paper_gpu_input_databuf_data_idx256(m,a,t,c) \
   (4*((m*Nt*Nc*Na) + (t*Nc*Na) + (c*Na) + a) / sizeof(__m256i))
 
diff --git a/src/paper_fluff.c b/src/paper_fluff.c
index ccd7f12a..b5023440 100644
--- a/src/paper_fluff.c
+++ b/src/paper_fluff.c
@@ -55,25 +55,26 @@ int paper_fluff_diag(const uint64_t const * const in, uint64_t * out)
 }
 
 /*
- * The xGPU input buffer is time x channel x antenna x pol. Each pol input
- * is a 1Byte + 1Byte complex value.
- * So a 256 bit (32 Byte) chunk of memory should contain a single time/channel,
- * and 16 inputs (8 antennas x dual-pol).
+ * The xGPU input buffer is time x channel x antenna x pol x complexity x 4[samples]. Each real/imag
+ * input component is a 1Byte + 1Byte complex value.
  *
  * The netthread output buffer has a shape dictated by the structure of a single
  * packet. It has dimensions time x antenna x channel x times-per-packet x pol.
  * Each pol is a 4bit + 4bit complex value.
  * Thus, the fluffing thread has to do some gymnastics to write the GPU input buffer
- * more than one antenna at a time.
+ * correctly. You'll probably want this to hand -- https://software.intel.com/sites/landingpage/IntrinsicsGuide/ (!)
+ * 
+ * This code isn't generic anymore, it assumes that Nt = 2. Sometimes the variable Nt is used to provide
+ * hints about what might need changing for different Nt values.
 */
 int paper_fluff(const uint64_t const * const in, uint64_t * out)
 {
   //uint64_t v0, v1, v2, v3;
   //vec_t in0, in1, in2, in3;
   //vec_t v0, v1, v2, v3;
-  int m, ct, c, t, a, i, j, k, l, n, p, wc, wa, wt;
+  int m, c, t, a, i, j, k, n, p, wc, wa, wt;
 
-  __m256i int0, int1, outlo, int2, int3, outhi;
+  __m256i int0, int1, int2, int3, outx, outy;
 
   __m256i *p_in = (__m256i *)in;
   __m256i *p_out;
@@ -81,123 +82,241 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
                                            0xff00ff00ff00ff00ULL, 0xff00ff00ff00ff00ULL);
   const __m256i masklo = _mm256_set_epi64x(0x00ff00ff00ff00ffULL, 0x00ff00ff00ff00ffULL,
                                            0x00ff00ff00ff00ffULL, 0x00ff00ff00ff00ffULL);
+  const __m256i shuffle_map = _mm256_set_epi64x(0x0f0b07030e0a0602ULL, 0x0d0905010c080400ULL,
+                                                0x0f0b07030e0a0602ULL, 0x0d0905010c080400ULL);
   //__m256i row[16], temp0[16], temp1[16], temp2[16];
   __m256i row[16], temp[16];
 
   p_out = (__m256i *)out;
   // Loop over different time chunks
-  for(m=0; m<Nm; m++) {
-    // Loop over X-engine channel-times
-    for(ct=0; ct<(Nc*Nt); ct=ct+16) {
-      c = ct / Nt;
-      t = 0; //Only valid if Nt < 16
-      for(a=0; a<Na; a=a+16) {
-        // Load a 16-chan-sample by 16-antenna matrix into 16 x 256 bit registers
-        for(i=0; i<16; i++) {
-          //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
-          row[i]  = _mm256_load_si256(p_in + paper_input_databuf_data_idx256(m,a+i,c,t));
-          //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
-        }
-        /* TRANSPOSE */
-        for(j=0; j<8; j++) {
-          temp[j]   = _mm256_unpacklo_epi16(row[2*j], row[2*j+1]);
-          temp[j+8] = _mm256_unpackhi_epi16(row[2*j], row[2*j+1]);
-        }
-        for(k=0; k<8; k++) {
-          row[k]   = _mm256_unpacklo_epi32(temp[2*k], temp[2*k+1]);
-          row[k+8] = _mm256_unpackhi_epi32(temp[2*k], temp[2*k+1]);
-        }
-        for(l=0; l<8; l++) {
-          temp[l]   = _mm256_unpacklo_epi64(row[2*l], row[2*l+1]);
-          temp[l+8] = _mm256_unpackhi_epi64(row[2*l], row[2*l+1]);
-        }
-        /* END TRANSPOSE -- actually we have transposed 4 8x8 blocks of the matrix.
-           For the full transpose we'd need a unpackX_epi128, which isn't available.*/
-        /* Fluff each 256 bit row of the transposed matrix into
-           two 256-bit fluffed words. The loop here is over rows, which are times.
-           The matrix here should be:
-           ANT[ 0: 7]C0T0, ANT[ 0: 7]C4T0
-           ANT[ 0: 7]C0T1, ANT[ 0: 7]C4T1
-           ANT[ 0: 7]C1T0, ANT[ 0: 7]C5T0
-           ANT[ 0: 7]C1T1, ANT[ 0: 7]C5T1
-           ANT[ 0: 7]C2T0, ANT[ 0: 7]C6T0
-           ANT[ 0: 7]C2T1, ANT[ 0: 7]C6T1
-           ANT[ 0: 7]C3T0, ANT[ 0: 7]C7T0
-           ANT[ 0: 7]C3T1, ANT[ 0: 7]C7T1
-           ANT[ 8:15]C0T0, ANT[ 8:15]C4T0
-           ANT[ 8:15]C0T1, ANT[ 8:15]C4T1
-           ANT[ 8:15]C1T0, ANT[ 8:15]C5T0
-           ANT[ 8:15]C1T1, ANT[ 8:15]C5T1
-           ANT[ 8:15]C2T0, ANT[ 8:15]C6T0
-           ANT[ 8:15]C2T1, ANT[ 8:15]C6T1
-           ANT[ 8:15]C3T0, ANT[ 8:15]C7T0
-           ANT[ 8:15]C3T1, ANT[ 8:15]C7T1 */
-
-        // Convenience loops: Separate into the top and bottom
-        // part of this matrix
-        for(p=0; p<2; p++) {
-          wa = p * 8; // antenna to write
-          for(n=0; n<8; n++) {
-            wc = n / Nt; // channel to write (the first one appearing in the row)
-            wt = n % Nt; // time sample to write
-            // fluff and load
-            // shift so that we have four bitvectors, where the top 4 bits
-            // of each 16-bit word are consecutive values
-            // eg, for n=0, p=0; int0 is: A0C0T0xr, A0C0T0xi, A0C0T0yr, A0C0T0yi 
-            int0 = temp[8*p + n];
-            // eg, for n=0, p=0; int1 is: A0C0T0xi, A0C0T0yr, A0C0T0yi, 00000000
-            int1 = _mm256_slli_epi16(temp[8*p + n], 4);
-            // eg, for n=0, p=0; int2 is: A0C0T0yr, A0C0T0yi, 00000000, 00000000
-            int2 = _mm256_slli_epi16(temp[8*p + n], 8);
-            // eg, for n=0, p=0; int3 is: A0C0T0yi, 00000000, 00000000, 00000000
-            int3 = _mm256_slli_epi16(temp[8*p + n], 12);
-
-            // shift down with sign extension. AKA, "fluff"
-            // This makes the top 8 bits of the int0 and int2 values valid 8-bit signed numbers
-            // The shift by 12 makes the lower 8-bits of the int1 and in3 values 8-bit signed numbers
-            // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, A0C0T0xi, A0C0T0yr
-            int0 = _mm256_srai_epi16(int0, 4);
-            // eg, for n=0, p=0; int1 is: A0C0T0xi-16b
-            int1 = _mm256_srai_epi16(int1, 12);
-            // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, A0C0T0yi, 00000000
-            int2 = _mm256_srai_epi16(int2, 4);
-            // eg, for n=0, p=0; int3 is: A0C0T0yi-16b
-            int3 = _mm256_srai_epi16(int3, 12);
-
-            // Mask bits, ready to AND together
-            // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, 8'b0
-            int0 = _mm256_and_si256(int0, maskhi);
-            // eg, for n=0, p=0; int1 is: 8'b0, A0C0T0xi-8b
-            int1 = _mm256_and_si256(int1, masklo);
-            // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, 8'b0
-            int2 = _mm256_and_si256(int2, maskhi);
-            // eg, for n=0, p=0; int3 is: 8'b0, A0C0T0yi-8b
-            int3 = _mm256_and_si256(int3, masklo);
-
-            // AND together pairs of vectors
-            // eg, for n=0, p=0; outlo is: A0C0T0xr-8b, A0C0T0xi-8b
-            outlo = _mm256_and_si256(int0, int1);
-            // eg, for n=0, p=0; outlo is: A0C0T0yr-8b, A0C0T0yi-8b
-            outhi = _mm256_and_si256(int2, int3);
-
-            // For a full 256-bit word (for n=0, p=0):
-            // outlo: A0C0T0x(r/i), A1C0T0x(r/i), ..., A7C0T0x(r/i), A0C4T0x(r/i), A7C4T0x(r/i)
-            // outhi: A0C0T0y(r/i), A1C0T0y(r/i), ..., A7C0T0y(r/i), A0C4T0y(r/i), A7C4T0y(r/i)
-
-            // Interleave these to gather X and Y pols
-            // eg, for n=0, p=0; int0 = A0C0T0x(r/i), A0C0T0y(r/i), ..., A7C0T0x(r/i),  A7C0T0y(r/i)
-            int0 = _mm256_unpacklo_epi16(outlo, outhi);
-            // eg, for n=0, p=0; int1 = A0C4T0x(r/i), A0C4T0y(r/i), ..., A7C4T0x(r/i),  A7C4T0y(r/i)
-            int1 = _mm256_unpackhi_epi16(outlo, outhi);
-
-            // Store these two 256-bit words with _mm256_stream_si256
-            //fprintf(stdout, "m:%d, a:%d, c:%d, t:%d, word1: %d, word2: %d\n", m,a,c,t,paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n,c), paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n+8,c));
-            _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m, a+wa, wt, wc), int0);
-            _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m, a+wa, wt, wc + (8/Nt)), int1);
-            //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n,c), outlo);
-            //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n+8,c), outhi);
-            //_mm256_stream_si256(foo256, outlo);
-            //_mm256_stream_si256(bar256, outhi);
+  for(m=0; m<Nm*Nt/4; m++) { //dealing with 4 time samples
+    // Loop over channels
+    for(c=0; c<Nc; c=c+8) { // dealing with 8 channels every step
+      for(t=0; t<(4/Nt); t=t+Nt) { // Need to load blocks of 4 times to satisfy XGPU. Can only load Nt per row read
+        for(a=0; a<Na; a=a+4) {  // dealing with 4 anetnnas per transpose
+          // Load a 16-chan-sample by 4 antenna matrix into 8 x 256 bit registers
+          for(i=0; i<8; i++) {
+            //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
+            row[i]  = _mm256_load_si256(p_in + paper_input_databuf_data_idx256(m,a+i/Nt,c,t+(Nt*(i%Nt))));
+            //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
+          }
+          /* TRANSPOSE in blocks of 32 bits*/
+          for(j=0; j<4; j++) {
+            temp[j]   = _mm256_unpacklo_epi32(row[2*j], row[2*j+1]);
+            temp[j+4] = _mm256_unpackhi_epi32(row[2*j], row[2*j+1]);
+          }
+          for(k=0; k<4; k++) {
+            row[k]   = _mm256_unpacklo_epi64(temp[2*k], temp[2*k+1]);
+            row[k+4] = _mm256_unpackhi_epi64(temp[2*k], temp[2*k+1]);
+          }
+          /* END TRANSPOSE -- actually we have transposed 4 4x4 blocks of the matrix.
+             For the full transpose we'd need an unpackX_epi128, which isn't available.*/
+
+          /* 
+             Fluff each 256 bit row of the transposed matrix into
+             two 256-bit fluffed words. The loop here is over rows, each of which is 4 times
+             for a pair of antennas..
+             The matrix here should be (for Nt=2):
+
+             ANT[ 0: 1]C0T[0:3], ANT[ 0: 1]C4T[0:3]
+             ANT[ 0: 1]C1T[0:3], ANT[ 0: 1]C5T[0:3]
+             ANT[ 0: 1]C2T[0:3], ANT[ 0: 1]C6T[0:3]
+             ANT[ 0: 1]C3T[0:3], ANT[ 0: 1]C7T[0:3]
+
+             ANT[ 2: 3]C0T[0:3], ANT[ 2: 3]C4T[0:3]
+             ANT[ 2: 3]C1T[0:3], ANT[ 2: 3]C5T[0:3]
+             ANT[ 2: 3]C2T[0:3], ANT[ 2: 3]C6T[0:3]
+             ANT[ 2: 3]C3T[0:3], ANT[ 2: 3]C7T[0:3]
+          */
+
+          /*
+             We still need to swizzle the blocks of 32 bits.
+             They are currently time x pol x complexity
+             We require pol x complexity x time
+             And we must fluff each real/imag component to 8 bits
+          */
+
+          // Convenience loops: Separate into the top and bottom
+          // part of this matrix
+          for(p=0; p<2; p++) {
+            wa = p * 2; // antenna offset. I.e., antenna being processed is a+wa
+            // Loop over the 4 rows in each of the top/bottom halves
+            for(n=0; n<4; n++) {
+              wc = n; // channel to write (the first one appearing in the row)
+              wt = 0; // time sample to write
+              // fluff and load
+              // shift so that we have four bitvectors, where the top 4 bits
+              // of each 16-bit word are consecutive values
+              // eg, for n=0, p=0; int0 is:
+              //    A0C0T0xr, A0C0T0xi, A0C0T0yr, A0C0T0yi // 16-bits
+              //    A0C0T1xr, A0C0T1xi, A0C0T1yr, A0C0T1yi 
+              //    A0C0T2xr, A0C0T2xi, A0C0T2yr, A0C0T2yi 
+              //    A0C0T3xr, A0C0T3xi, A0C0T3yr, A0C0T3yi 
+              //    A1C0T0xr, A1C0T0xi, A1C0T0yr, A1C0T0yi // 16-bits
+              //    A1C0T1xr, A1C0T1xi, A1C0T1yr, A1C0T1yi 
+              //    A1C0T2xr, A1C0T2xi, A1C0T2yr, A1C0T2yi 
+              //    A1C0T3xr, A1C0T3xi, A1C0T3yr, A1C0T3yi 
+              //    A0C4T0xr, A0C4T0xi, A0C4T0yr, A0C4T0yi // 16-bits
+              //    A0C4T1xr, A0C4T1xi, A0C4T1yr, A0C4T1yi 
+              //    A0C4T2xr, A0C4T2xi, A0C4T2yr, A0C4T2yi 
+              //    A0C4T3xr, A0C4T3xi, A0C4T3yr, A0C4T3yi 
+              //    A1C4T0xr, A1C4T0xi, A1C4T0yr, A1C4T0yi // 16-bits
+              //    A1C4T1xr, A1C4T1xi, A1C4T1yr, A1C4T1yi 
+              //    A1C4T2xr, A1C4T2xi, A1C4T2yr, A1C4T2yi 
+              //    A1C4T3xr, A1C4T3xi, A1C4T3yr, A1C4T3yi 
+              int0 = row[4*p + n];
+              // eg, for n=0, p=0; int1 is:
+              //    A0C0T0xi, A0C0T0yr, A0C0T0yi, 00000000 // 16-bits
+              //    A0C0T1xi, A0C0T1yr, A0C0T1yi, 00000000 
+              //    A0C0T2xi, A0C0T2yr, A0C0T2yi, 00000000 
+              //    A0C0T3xi, A0C0T3yr, A0C0T3yi, 00000000 
+              //    A1C0T0xi, A1C0T0yr, A1C0T0yi, 00000000 // 16-bits
+              //    A1C0T1xi, A1C0T1yr, A1C0T1yi, 00000000 
+              //    A1C0T2xi, A1C0T2yr, A1C0T2yi, 00000000 
+              //    A1C0T3xi, A1C0T3yr, A1C0T3yi, 00000000 
+              //    A0C4T0xi, A0C4T0yr, A0C4T0yi, 00000000 // 16-bits
+              //    A0C4T1xi, A0C4T1yr, A0C4T1yi, 00000000 
+              //    A0C4T2xi, A0C4T2yr, A0C4T2yi, 00000000 
+              //    A0C4T3xi, A0C4T3yr, A0C4T3yi, 00000000 
+              //    A1C4T0xi, A1C4T0yr, A1C4T0yi, 00000000 // 16-bits
+              //    A1C4T1xi, A1C4T1yr, A1C4T1yi, 00000000 
+              //    A1C4T2xi, A1C4T2yr, A1C4T2yi, 00000000 
+              //    A1C4T3xi, A1C4T3yr, A1C4T3yi, 00000000 
+              int1 = _mm256_slli_epi16(row[4*p + n], 4);
+              // eg, for n=0, p=0; int2 is:
+              //    A0C0T0yr, A0C0T0yi, 00000000, 00000000 // 16-bits
+              //    A0C0T1yr, A0C0T1yi, 00000000, 00000000 
+              //    A0C0T2yr, A0C0T2yi, 00000000, 00000000 
+              //    A0C0T3yr, A0C0T3yi, 00000000, 00000000 
+              //    A1C0T0yr, A1C0T0yi, 00000000, 00000000 // 16-bits
+              //    A1C0T1yr, A1C0T1yi, 00000000, 00000000 
+              //    A1C0T2yr, A1C0T2yi, 00000000, 00000000 
+              //    A1C0T3yr, A1C0T3yi, 00000000, 00000000 
+              //    A0C4T0yr, A0C4T0yi, 00000000, 00000000 // 16-bits
+              //    A0C4T1yr, A0C4T1yi, 00000000, 00000000 
+              //    A0C4T2yr, A0C4T2yi, 00000000, 00000000 
+              //    A0C4T3yr, A0C4T3yi, 00000000, 00000000 
+              //    A1C4T0yr, A1C4T0yi, 00000000, 00000000 // 16-bits
+              //    A1C4T1yr, A1C4T1yi, 00000000, 00000000 
+              //    A1C4T2yr, A1C4T2yi, 00000000, 00000000 
+              //    A1C4T3yr, A1C4T3yi, 00000000, 00000000 
+              int2 = _mm256_slli_epi16(row[4*p + n], 8);
+              // eg, for n=0, p=0; int3 is:
+              //    A0C0T0yi, 00000000, 00000000, 00000000 // 16-bits
+              //    A0C0T1yi, 00000000, 00000000, 00000000 
+              //    A0C0T2yi, 00000000, 00000000, 00000000 
+              //    A0C0T3yi, 00000000, 00000000, 00000000 
+              //    A1C0T0yi, 00000000, 00000000, 00000000 // 16-bits
+              //    A1C0T1yi, 00000000, 00000000, 00000000 
+              //    A1C0T2yi, 00000000, 00000000, 00000000 
+              //    A1C0T3yi, 00000000, 00000000, 00000000 
+              //    A0C4T0yi, 00000000, 00000000, 00000000 // 16-bits
+              //    A0C4T1yi, 00000000, 00000000, 00000000 
+              //    A0C4T2yi, 00000000, 00000000, 00000000 
+              //    A0C4T3yi, 00000000, 00000000, 00000000 
+              //    A1C4T0yi, 00000000, 00000000, 00000000 // 16-bits
+              //    A1C4T1yi, 00000000, 00000000, 00000000 
+              //    A1C4T2yi, 00000000, 00000000, 00000000 
+              //    A1C4T3yi, 00000000, 00000000, 00000000 
+              int3 = _mm256_slli_epi16(row[4*p + n], 12);
+
+              // shift down with sign extension. AKA, "fluff"
+              // This makes the top 8 bits of the int0 and int2 values valid 8-bit signed numbers
+              // The shift by 12 makes the lower 8-bits of the int1 and in3 values 8-bit signed numbers
+              // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, A0C0T0xi, A0C0T0yr ...
+              int0 = _mm256_srai_epi16(int0, 4);
+              // eg, for n=0, p=0; int1 is: A0C0T0xi-16b ...
+              int1 = _mm256_srai_epi16(int1, 12);
+              // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, A0C0T0yi, 00000000 ...
+              int2 = _mm256_srai_epi16(int2, 4);
+              // eg, for n=0, p=0; int3 is: A0C0T0yi-16b ...
+              int3 = _mm256_srai_epi16(int3, 12);
+
+              // Mask bits, ready to AND together
+              // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, 8'b0 ...
+              int0 = _mm256_and_si256(int0, maskhi);
+              // eg, for n=0, p=0; int1 is: 8'b0, A0C0T0xi-8b ...
+              int1 = _mm256_and_si256(int1, masklo);
+              // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, 8'b0 ...
+              int2 = _mm256_and_si256(int2, maskhi);
+              // eg, for n=0, p=0; int3 is: 8'b0, A0C0T0yi-8b ...
+              int3 = _mm256_and_si256(int3, masklo);
+
+              // AND together pairs of vectors
+              // eg, for n=0, p=0; outlo is: A0C0T0xr-8b, A0C0T0xi-8b ...
+              //    A0C0T0xr, A0C0T0xi // 16-bits
+              //    A0C0T1xr, A0C0T1xi 
+              //    A0C0T2xr, A0C0T2xi 
+              //    A0C0T3xr, A0C0T3xi 
+              //    A1C0T0xr, A1C0T0xi // 16-bits
+              //    A1C0T1xr, A1C0T1xi 
+              //    A1C0T2xr, A1C0T2xi 
+              //    A1C0T3xr, A1C0T3xi 
+              //    A0C4T0xr, A0C4T0xi // 16-bits
+              //    A0C4T1xr, A0C4T1xi 
+              //    A0C4T2xr, A0C4T2xi 
+              //    A0C4T3xr, A0C4T3xi 
+              //    A1C4T0xr, A1C4T0xi // 16-bits
+              //    A1C4T1xr, A1C4T1xi 
+              //    A1C4T2xr, A1C4T2xi 
+              //    A1C4T3xr, A1C4T3xi 
+              outx = _mm256_and_si256(int0, int1);
+              // eg, for n=0, p=0; outlo is: A0C0T0yr-8b, A0C0T0yi-8b
+              //    A0C0T0yr, A0C0T0yi // 16-bits
+              //    A0C0T1yr, A0C0T1yi 
+              //    A0C0T2yr, A0C0T2yi 
+              //    A0C0T3yr, A0C0T3yi 
+              //    A1C0T0yr, A1C0T0yi // 16-bits
+              //    A1C0T1yr, A1C0T1yi 
+              //    A1C0T2yr, A1C0T2yi 
+              //    A1C0T3yr, A1C0T3yi 
+              //    A0C4T0yr, A0C4T0yi // 16-bits
+              //    A0C4T1yr, A0C4T1yi 
+              //    A0C4T2yr, A0C4T2yi 
+              //    A0C4T3yr, A0C4T3yi 
+              //    A1C4T0yr, A1C4T0yi // 16-bits
+              //    A1C4T1yr, A1C4T1yi 
+              //    A1C4T2yr, A1C4T2yi 
+              //    A1C4T3yr, A1C4T3yi 
+              outy = _mm256_and_si256(int2, int3);
+
+              // For a full 256-bit word (for n=0, p=0):
+              // Interleave these to gather X and Y pols
+              // eg, for n=0, p=0; int0 = 
+              //    A0C0T0 [x/y][r/i] // 32-bits
+              //    A0C0T1 [x/y][r/i]
+              //    A0C0T2 [x/y][r/i]
+              //    A0C0T3 [x/y][r/i]
+              //    A1C0T0 [x/y][r/i]
+              //    A1C0T1 [x/y][r/i]
+              //    A1C0T2 [x/y][r/i]
+              //    A1C0T3 [x/y][r/i]
+              int0 = _mm256_unpacklo_epi16(outx, outy);
+              // eg, for n=0, p=0; int1 =
+              //    A0C4T0 [x/y][r/i] // 32-bits
+              //    A0C4T1 [x/y][r/i]
+              //    A0C4T2 [x/y][r/i]
+              //    A0C4T3 [x/y][r/i]
+              //    A1C4T0 [x/y][r/i]
+              //    A1C4T1 [x/y][r/i]
+              //    A1C4T2 [x/y][r/i]
+              //    A1C4T3 [x/y][r/i]
+              int1 = _mm256_unpackhi_epi16(outx, outy);
+
+              // Finally perform a bytewise transpose using a shuffle
+              // Outputs are now ordered pol x complexity x time ([ants 0..1][real/imag][time 0..3])
+              int0 = _mm256_shuffle_epi8(int0, shuffle_map); // Channel 0
+              int1 = _mm256_shuffle_epi8(int1, shuffle_map); // Channel 4
+
+              // Store these two 256-bit words with _mm256_stream_si256
+              //fprintf(stdout, "m:%d, a:%d, c:%d, t:%d, word1: %d, word2: %d\n", m,a,c,t,paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n,c), paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n+8,c));
+              _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m, a+wa, wt, c + wc), int0);
+              _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m, a+wa, wt, c + wc + 4), int1);
+              //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n,c), outlo);
+              //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n+8,c), outhi);
+              //_mm256_stream_si256(foo256, outlo);
+              //_mm256_stream_si256(bar256, outhi);
+            }
           }
         }
       }

From dd406d9d47537874fa4723c2913d99155e483cdc Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Fri, 29 Jun 2018 15:30:41 -0700
Subject: [PATCH 042/420] Remove fluff diagnostic

(which doesn't diagnose the current fluffing code!)
---
 src/paper_fluff.c | 33 ---------------------------------
 1 file changed, 33 deletions(-)

diff --git a/src/paper_fluff.c b/src/paper_fluff.c
index b5023440..6f0a9b0a 100644
--- a/src/paper_fluff.c
+++ b/src/paper_fluff.c
@@ -21,39 +21,6 @@ typedef union {
 #define m64(v,i) (v.m64[i])
 #endif // 0
 
-int paper_fluff_diag(const uint64_t const * const in, uint64_t * out)
-{
-  const __m128i mask = _mm_set_epi64((__m64)0xf0f0f0f0f0f0f0f0ULL, (__m64)0xf0f0f0f0f0f0f0f0ULL);
-
-  __m128i * p128_in  = (__m128i *)in;
-  __m256i * p256_out = (__m256i *)out;
-
-  // Load 128 bits (16 bytes) with _mm_stream_load_si128
-  __m128i lo = _mm_stream_load_si128(p128_in);
-
-  // Shift lo left by 4 bits to make hi
-  __m128i hi = _mm_slli_epi64(lo, 4);
-
-  // Mask off unwanted bits
-  lo = _mm_and_si128(lo, mask);
-  hi = _mm_and_si128(hi, mask);
-
-  // Transfer lo to lower half of __m256i variable 'out256'
-  // Use pragmas to avoid "uninitialized use of out256" warning/error
-#pragma GCC diagnostic push
-#pragma GCC diagnostic ignored "-Wuninitialized"
-  __m256i out256 = _mm256_insertf128_si256(out256, lo, 0);
-#pragma GCC diagnostic pop
-
-  // Transfer hi to upper half of __m256i variable 'out256'
-  out256 = _mm256_insertf128_si256(out256, hi, 1);
-
-  // Store 256 bits (32 bytes) with _mm256_stream_si256
-  _mm256_stream_si256(p256_out, out256);
-
-  return 0;
-}
-
 /*
  * The xGPU input buffer is time x channel x antenna x pol x complexity x 4[samples]. Each real/imag
  * input component is a 1Byte + 1Byte complex value.

From 1b5b68a87aea861e8ce8e4fbab6c2a467ebc71a8 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Fri, 29 Jun 2018 16:34:18 -0700
Subject: [PATCH 043/420] Cast processed bytes to float to avoid overflows

The code reported it was running at 35,000,000,000 Gb/s.
Unfortunately, this wasn't actually true.
---
 src/paper_fluff_test.c | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/paper_fluff_test.c b/src/paper_fluff_test.c
index f3e35eb8..b4b01caa 100644
--- a/src/paper_fluff_test.c
+++ b/src/paper_fluff_test.c
@@ -4,7 +4,7 @@
 
 #include "paper_fluff.h"
 
-#define TEST_ITERATIONS (500)
+#define TEST_ITERATIONS (100)
 
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
@@ -67,7 +67,7 @@ int main(int argc, char *argv[])
 #ifdef DEBUG_FLUFF
   fluffed = paper_fluff(in, out);
 #else
-  for(j=0; j<4; j++) {
+  for(j=0; j<20; j++) {
     clock_gettime(CLOCK_MONOTONIC, &start);
     for(i=0; i<TEST_ITERATIONS; i++) {
       fluffed = paper_fluff(in, out);
@@ -76,7 +76,7 @@ int main(int argc, char *argv[])
     printf("fluffed %d words in %.6f ms (%.3f us per packet, %.3f Gbps)\n",
         fluffed, ELAPSED_NS(start, stop)/1e6/TEST_ITERATIONS,
         ELAPSED_NS(start, stop)/1e3/TEST_ITERATIONS/N_PACKETS_PER_BLOCK,
-        (float)(fluffed*TEST_ITERATIONS*8*sizeof(uint64_t))/ELAPSED_NS(start, stop));
+        ((float)fluffed*TEST_ITERATIONS*8*sizeof(uint64_t))/ELAPSED_NS(start, stop));
   }
 #endif // DEBUG_FLUFF_GEN
 

From ab3e62ac788f5b19ee8185e5dc3d6c2136b91238 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Mon, 2 Jul 2018 15:46:23 -0700
Subject: [PATCH 044/420] Fluff thread passing test

Test only checks time-axis. Further tests on other axes to be implemented
---
 src/paper_databuf.h    |  32 ++-
 src/paper_fluff.c      | 452 +++++++++++++++++++++--------------------
 src/paper_fluff_test.c |  64 +++++-
 3 files changed, 322 insertions(+), 226 deletions(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 504662b9..4080b67a 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -115,6 +115,10 @@ typedef uint8_t paper_input_header_cache_alignment[
 #define Na N_ANTS
 #define Nc N_CHAN_PER_X
 #define Nt N_TIME_PER_PACKET
+// Number of pols = 2
+#define Np 2
+// Number of complex elements = 2
+#define Nx 2
 
 // HERA mcount index = m * Na * Nc * Nt * HERA_N_INPUTS_PER_PACKET / sizeof(uint64_t)
 // HERA ant index = a * Nc * Nt * HERA_N_INPUTS_PER_PACKET / sizeof(uint64_t)
@@ -123,10 +127,17 @@ typedef uint8_t paper_input_header_cache_alignment[
 // Computes paper_input_databuf_t data word (uint64_t) offset for complex data
 // word corresponding to the given parameters for HERA F engine packets.
 
+//#define paper_input_databuf_data_idx(m,a,c,t) \ //foo
+//  (((((m * Na + a) * (Nc) + c)*Nt + t) * 2) / sizeof(uint64_t))
 #define paper_input_databuf_data_idx(m,a,c,t) \
-  (((((m * Na + a) * (Nc) + c)*Nt + t) * 2) / sizeof(uint64_t))
+  ((((m) * Na*Nc*Nt*Np) + ((a) * Nc*Nt*Np) + ((c)*Nt*Np) + ((t)*Np)) / sizeof(uint64_t))
+
+#define paper_input_databuf_data_idx8(m,a,p,c,t) \
+  (((m) * Na*Nc*Nt*Np) + ((a) * Nc*Nt*Np) + ((c)*Nt*Np) + ((t)*Np) + (p))
+
 #define paper_input_databuf_data_idx256(m,a,c,t) \
-  (((((m * Na + a) * (Nc) + c)*Nt + t) * 2) / sizeof(__m256i))
+  ((((((m) * Na) + (a))*Nc + (c))*Nt + (t))*Np / sizeof(__m256i))
+  //((((m) * Na*Nc*Nt*Np) + ((a) * Nc*Nt*Np) + ((c)*Nt*Np) + ((t)*Np)) / sizeof(__m256i))
 //TODO  (((((m * Na + a) * (Nc) + c)*Nt + t) * N_INPUTS_PER_PACKET) / sizeof(uint64_t))
 
 typedef struct paper_input_block {
@@ -179,9 +190,20 @@ typedef struct paper_input_databuf {
 // word is 4 bytes later. Only valid for t a multiple of 4
 
 #define paper_gpu_input_databuf_data_idx(m,a,t,c) \
-  ((m*Nt*Nc*Na) + ((t/4)*Nc*Na*4) + (c*Na*4) + a*4)
-#define paper_gpu_input_databuf_data_idx256(m,a,t,c) \
-  (4*((m*Nt*Nc*Na) + (t*Nc*Na) + (c*Na) + a) / sizeof(__m256i))
+  (((m)*Nt*Nc*Na) + (((t)/4)*Nc*Na*4) + ((c)*Na*4) + (a)*4)
+
+#define paper_gpu_input_databuf_data_idx8(t, c, a, p, x) \
+  ((((t)>>2)*4*Nx*Np*Na*Nc) + ((c)*4*Nx*Np*Na) + ((a)*4*Np*Nx) + ((p)*4*Nx) + ((x)*4) + ((t)%4))
+
+#define paper_gpu_input_databuf_data_idx256(t, c, a, p, x) \
+  (((((t)>>2)*4*Nx*Np*Na*Nc) + ((c)*4*Nx*Np*Na) + ((a)*4*Np*Nx) + ((p)*4*Nx) + ((x)*4) + ((t)%4)) / sizeof(__m256i))
+
+#define paper_gpu_input_databuf_data_idx_tca_256(t, c, a) \
+  (((((((t)*Nc) + 4*(c))*Na + 4*(a))*Nx*Np) + (t)%4) / sizeof(__m256i))
+  //(((((((t)>>2)*Nc) + (c))*Na + (a))*Nx*4*Np + ((t)%4)) / sizeof(__m256i))
+
+//#define paper_gpu_input_databuf_data_idx256(m,a,t,c) \ //foo
+//  (4*((m*Nt*Nc*Na) + (t*Nc*Na) + (c*Na) + a) / sizeof(__m256i))
 
 typedef struct paper_gpu_input_block {
   paper_input_header_t header;
diff --git a/src/paper_fluff.c b/src/paper_fluff.c
index 6f0a9b0a..a61543d9 100644
--- a/src/paper_fluff.c
+++ b/src/paper_fluff.c
@@ -39,7 +39,7 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
   //uint64_t v0, v1, v2, v3;
   //vec_t in0, in1, in2, in3;
   //vec_t v0, v1, v2, v3;
-  int m, c, t, a, i, j, k, n, p, wc, wa, wt;
+  int m, c, a, i, j, k, n, p, wa;
 
   __m256i int0, int1, int2, int3, outx, outy;
 
@@ -55,235 +55,251 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
   __m256i row[16], temp[16];
 
   p_out = (__m256i *)out;
-  // Loop over different time chunks
-  for(m=0; m<Nm*Nt/4; m++) { //dealing with 4 time samples
-    // Loop over channels
-    for(c=0; c<Nc; c=c+8) { // dealing with 8 channels every step
-      for(t=0; t<(4/Nt); t=t+Nt) { // Need to load blocks of 4 times to satisfy XGPU. Can only load Nt per row read
-        for(a=0; a<Na; a=a+4) {  // dealing with 4 anetnnas per transpose
-          // Load a 16-chan-sample by 4 antenna matrix into 8 x 256 bit registers
-          for(i=0; i<8; i++) {
-            //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
-            row[i]  = _mm256_load_si256(p_in + paper_input_databuf_data_idx256(m,a+i/Nt,c,t+(Nt*(i%Nt))));
-            //row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m,16*a+i,c,t));
-          }
-          /* TRANSPOSE in blocks of 32 bits*/
-          for(j=0; j<4; j++) {
-            temp[j]   = _mm256_unpacklo_epi32(row[2*j], row[2*j+1]);
-            temp[j+4] = _mm256_unpackhi_epi32(row[2*j], row[2*j+1]);
-          }
-          for(k=0; k<4; k++) {
-            row[k]   = _mm256_unpacklo_epi64(temp[2*k], temp[2*k+1]);
-            row[k+4] = _mm256_unpackhi_epi64(temp[2*k], temp[2*k+1]);
-          }
-          /* END TRANSPOSE -- actually we have transposed 4 4x4 blocks of the matrix.
-             For the full transpose we'd need an unpackX_epi128, which isn't available.*/
+  
+  /*
+   * Loop over 256-bit lines of the input buffer.
+   * Input order is mcount x antenna x channel x time x polarization x complexity.
+   * Data samples are 4+4 bits.
+   * Thus, a 256-bit line consists of 1 mcount x 1 ant x 8 channels x 2 times x 2 pols x 1Byte
+   * We need to gather data to be written to the output buffer in order:
+   * time/4 x channel x antenna x polarization x complexity x t%4, with 8+8-bit data.
+   * An 256-bit line of the output buffer is thus:
+   * 1*[time/4] x 1 channel x 2 antennas x 2 pols x 2 complexities x 4 times
+   *
+   * So.....
+   * Let's load 2 mcounts x 4 ants x 8 chans, 2 times, 2 pols into 16 256-bit registers and transpose.
+   * Hopefully we'll end up with:
+   * 1*[time/4] x 8 chans x 4 ants x 2 pols x 2 complexities x 4 times, ready for the GPU buffer.
+   */
+
+  // First loop is over time/4 (i.e., mcounts in steps of 2)
+  for(m=0; m<Nm; m=m+(4/Nt)) { //dealing with 4 time samples, which come from two m-addresses
+    // Second loop over antennas, loading 4 each iteration
+    for(a=0; a<Na; a=a+4) {
+      // Third loop over channels, loading 8 in each iteration
+      for(c=0; c<Nc; c=c+8) {
+        // Load a 16-chan-sample by 4 antenna matrix into 8 x 256 bit registers
+        // We want:
+        // Ant0C[0:7]T[0:1] // 256 bits
+        // Ant0C[0:7]T[2:3]
+        // Ant1C[0:7]T[0:1]
+        // Ant1C[0:7]T[2:3]
+        // Ant2C[0:7]T[0:1]
+        // Ant2C[0:7]T[2:3]
+        // Ant3C[0:7]T[0:1]
+        // Ant3C[0:7]T[2:3]
+        for(i=0; i<8; i++) {
+          row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m + i%Nt, a+i/Nt, c, 0));
+        }
+        /* TRANSPOSE in blocks of 32 bits*/
+        for(j=0; j<4; j++) {
+          temp[j]   = _mm256_unpacklo_epi32(row[2*j], row[2*j+1]);
+          temp[j+4] = _mm256_unpackhi_epi32(row[2*j], row[2*j+1]);
+        }
+        for(k=0; k<4; k++) {
+          row[k]   = _mm256_unpacklo_epi64(temp[2*k], temp[2*k+1]);
+          row[k+4] = _mm256_unpackhi_epi64(temp[2*k], temp[2*k+1]);
+        }
+        /* END TRANSPOSE -- actually we have transposed 4 4x4 blocks of the matrix.
+           For the full transpose we'd need an unpackX_epi128, which isn't available.*/
 
-          /* 
-             Fluff each 256 bit row of the transposed matrix into
-             two 256-bit fluffed words. The loop here is over rows, each of which is 4 times
-             for a pair of antennas..
-             The matrix here should be (for Nt=2):
+        /* 
+           Fluff each 256 bit row of the transposed matrix into
+           two 256-bit fluffed words. The loop here is over rows, each of which is 4 times
+           for a pair of antennas..
+           The matrix here should be (for Nt=2):
 
-             ANT[ 0: 1]C0T[0:3], ANT[ 0: 1]C4T[0:3]
-             ANT[ 0: 1]C1T[0:3], ANT[ 0: 1]C5T[0:3]
-             ANT[ 0: 1]C2T[0:3], ANT[ 0: 1]C6T[0:3]
-             ANT[ 0: 1]C3T[0:3], ANT[ 0: 1]C7T[0:3]
+           ANT[ 0: 1]C0T[0:3], ANT[ 0: 1]C4T[0:3]
+           ANT[ 0: 1]C1T[0:3], ANT[ 0: 1]C5T[0:3]
+           ANT[ 0: 1]C2T[0:3], ANT[ 0: 1]C6T[0:3]
+           ANT[ 0: 1]C3T[0:3], ANT[ 0: 1]C7T[0:3]
 
-             ANT[ 2: 3]C0T[0:3], ANT[ 2: 3]C4T[0:3]
-             ANT[ 2: 3]C1T[0:3], ANT[ 2: 3]C5T[0:3]
-             ANT[ 2: 3]C2T[0:3], ANT[ 2: 3]C6T[0:3]
-             ANT[ 2: 3]C3T[0:3], ANT[ 2: 3]C7T[0:3]
-          */
+           ANT[ 2: 3]C0T[0:3], ANT[ 2: 3]C4T[0:3]
+           ANT[ 2: 3]C1T[0:3], ANT[ 2: 3]C5T[0:3]
+           ANT[ 2: 3]C2T[0:3], ANT[ 2: 3]C6T[0:3]
+           ANT[ 2: 3]C3T[0:3], ANT[ 2: 3]C7T[0:3]
+        */
 
-          /*
-             We still need to swizzle the blocks of 32 bits.
-             They are currently time x pol x complexity
-             We require pol x complexity x time
-             And we must fluff each real/imag component to 8 bits
-          */
+        /*
+           We still need to swizzle the blocks of 32 bits.
+           They are currently time x pol x complexity
+           We require pol x complexity x time
+           And we must fluff each real/imag component to 8 bits
+        */
 
-          // Convenience loops: Separate into the top and bottom
-          // part of this matrix
-          for(p=0; p<2; p++) {
+        // Separate into the top and bottom sections. Make the inner loop over antennas,
+        // So that writes to the RAM are close to sequential
+        for(n=0; n<4; n++) { // Loop over chans
+          for(p=0; p<2; p++) { // Loop over pairs of antennas
             wa = p * 2; // antenna offset. I.e., antenna being processed is a+wa
-            // Loop over the 4 rows in each of the top/bottom halves
-            for(n=0; n<4; n++) {
-              wc = n; // channel to write (the first one appearing in the row)
-              wt = 0; // time sample to write
-              // fluff and load
-              // shift so that we have four bitvectors, where the top 4 bits
-              // of each 16-bit word are consecutive values
-              // eg, for n=0, p=0; int0 is:
-              //    A0C0T0xr, A0C0T0xi, A0C0T0yr, A0C0T0yi // 16-bits
-              //    A0C0T1xr, A0C0T1xi, A0C0T1yr, A0C0T1yi 
-              //    A0C0T2xr, A0C0T2xi, A0C0T2yr, A0C0T2yi 
-              //    A0C0T3xr, A0C0T3xi, A0C0T3yr, A0C0T3yi 
-              //    A1C0T0xr, A1C0T0xi, A1C0T0yr, A1C0T0yi // 16-bits
-              //    A1C0T1xr, A1C0T1xi, A1C0T1yr, A1C0T1yi 
-              //    A1C0T2xr, A1C0T2xi, A1C0T2yr, A1C0T2yi 
-              //    A1C0T3xr, A1C0T3xi, A1C0T3yr, A1C0T3yi 
-              //    A0C4T0xr, A0C4T0xi, A0C4T0yr, A0C4T0yi // 16-bits
-              //    A0C4T1xr, A0C4T1xi, A0C4T1yr, A0C4T1yi 
-              //    A0C4T2xr, A0C4T2xi, A0C4T2yr, A0C4T2yi 
-              //    A0C4T3xr, A0C4T3xi, A0C4T3yr, A0C4T3yi 
-              //    A1C4T0xr, A1C4T0xi, A1C4T0yr, A1C4T0yi // 16-bits
-              //    A1C4T1xr, A1C4T1xi, A1C4T1yr, A1C4T1yi 
-              //    A1C4T2xr, A1C4T2xi, A1C4T2yr, A1C4T2yi 
-              //    A1C4T3xr, A1C4T3xi, A1C4T3yr, A1C4T3yi 
-              int0 = row[4*p + n];
-              // eg, for n=0, p=0; int1 is:
-              //    A0C0T0xi, A0C0T0yr, A0C0T0yi, 00000000 // 16-bits
-              //    A0C0T1xi, A0C0T1yr, A0C0T1yi, 00000000 
-              //    A0C0T2xi, A0C0T2yr, A0C0T2yi, 00000000 
-              //    A0C0T3xi, A0C0T3yr, A0C0T3yi, 00000000 
-              //    A1C0T0xi, A1C0T0yr, A1C0T0yi, 00000000 // 16-bits
-              //    A1C0T1xi, A1C0T1yr, A1C0T1yi, 00000000 
-              //    A1C0T2xi, A1C0T2yr, A1C0T2yi, 00000000 
-              //    A1C0T3xi, A1C0T3yr, A1C0T3yi, 00000000 
-              //    A0C4T0xi, A0C4T0yr, A0C4T0yi, 00000000 // 16-bits
-              //    A0C4T1xi, A0C4T1yr, A0C4T1yi, 00000000 
-              //    A0C4T2xi, A0C4T2yr, A0C4T2yi, 00000000 
-              //    A0C4T3xi, A0C4T3yr, A0C4T3yi, 00000000 
-              //    A1C4T0xi, A1C4T0yr, A1C4T0yi, 00000000 // 16-bits
-              //    A1C4T1xi, A1C4T1yr, A1C4T1yi, 00000000 
-              //    A1C4T2xi, A1C4T2yr, A1C4T2yi, 00000000 
-              //    A1C4T3xi, A1C4T3yr, A1C4T3yi, 00000000 
-              int1 = _mm256_slli_epi16(row[4*p + n], 4);
-              // eg, for n=0, p=0; int2 is:
-              //    A0C0T0yr, A0C0T0yi, 00000000, 00000000 // 16-bits
-              //    A0C0T1yr, A0C0T1yi, 00000000, 00000000 
-              //    A0C0T2yr, A0C0T2yi, 00000000, 00000000 
-              //    A0C0T3yr, A0C0T3yi, 00000000, 00000000 
-              //    A1C0T0yr, A1C0T0yi, 00000000, 00000000 // 16-bits
-              //    A1C0T1yr, A1C0T1yi, 00000000, 00000000 
-              //    A1C0T2yr, A1C0T2yi, 00000000, 00000000 
-              //    A1C0T3yr, A1C0T3yi, 00000000, 00000000 
-              //    A0C4T0yr, A0C4T0yi, 00000000, 00000000 // 16-bits
-              //    A0C4T1yr, A0C4T1yi, 00000000, 00000000 
-              //    A0C4T2yr, A0C4T2yi, 00000000, 00000000 
-              //    A0C4T3yr, A0C4T3yi, 00000000, 00000000 
-              //    A1C4T0yr, A1C4T0yi, 00000000, 00000000 // 16-bits
-              //    A1C4T1yr, A1C4T1yi, 00000000, 00000000 
-              //    A1C4T2yr, A1C4T2yi, 00000000, 00000000 
-              //    A1C4T3yr, A1C4T3yi, 00000000, 00000000 
-              int2 = _mm256_slli_epi16(row[4*p + n], 8);
-              // eg, for n=0, p=0; int3 is:
-              //    A0C0T0yi, 00000000, 00000000, 00000000 // 16-bits
-              //    A0C0T1yi, 00000000, 00000000, 00000000 
-              //    A0C0T2yi, 00000000, 00000000, 00000000 
-              //    A0C0T3yi, 00000000, 00000000, 00000000 
-              //    A1C0T0yi, 00000000, 00000000, 00000000 // 16-bits
-              //    A1C0T1yi, 00000000, 00000000, 00000000 
-              //    A1C0T2yi, 00000000, 00000000, 00000000 
-              //    A1C0T3yi, 00000000, 00000000, 00000000 
-              //    A0C4T0yi, 00000000, 00000000, 00000000 // 16-bits
-              //    A0C4T1yi, 00000000, 00000000, 00000000 
-              //    A0C4T2yi, 00000000, 00000000, 00000000 
-              //    A0C4T3yi, 00000000, 00000000, 00000000 
-              //    A1C4T0yi, 00000000, 00000000, 00000000 // 16-bits
-              //    A1C4T1yi, 00000000, 00000000, 00000000 
-              //    A1C4T2yi, 00000000, 00000000, 00000000 
-              //    A1C4T3yi, 00000000, 00000000, 00000000 
-              int3 = _mm256_slli_epi16(row[4*p + n], 12);
+            // fluff and load
+            // shift so that we have four bitvectors, where the top 4 bits
+            // of each 16-bit word are consecutive values
+            // eg, for n=0, p=0; int0 is:
+            //    A0C0T0xr, A0C0T0xi, A0C0T0yr, A0C0T0yi // 16-bits
+            //    A0C0T1xr, A0C0T1xi, A0C0T1yr, A0C0T1yi 
+            //    A0C0T2xr, A0C0T2xi, A0C0T2yr, A0C0T2yi 
+            //    A0C0T3xr, A0C0T3xi, A0C0T3yr, A0C0T3yi 
+            //    A1C0T0xr, A1C0T0xi, A1C0T0yr, A1C0T0yi // 16-bits
+            //    A1C0T1xr, A1C0T1xi, A1C0T1yr, A1C0T1yi 
+            //    A1C0T2xr, A1C0T2xi, A1C0T2yr, A1C0T2yi 
+            //    A1C0T3xr, A1C0T3xi, A1C0T3yr, A1C0T3yi 
+            //    A0C4T0xr, A0C4T0xi, A0C4T0yr, A0C4T0yi // 16-bits
+            //    A0C4T1xr, A0C4T1xi, A0C4T1yr, A0C4T1yi 
+            //    A0C4T2xr, A0C4T2xi, A0C4T2yr, A0C4T2yi 
+            //    A0C4T3xr, A0C4T3xi, A0C4T3yr, A0C4T3yi 
+            //    A1C4T0xr, A1C4T0xi, A1C4T0yr, A1C4T0yi // 16-bits
+            //    A1C4T1xr, A1C4T1xi, A1C4T1yr, A1C4T1yi 
+            //    A1C4T2xr, A1C4T2xi, A1C4T2yr, A1C4T2yi 
+            //    A1C4T3xr, A1C4T3xi, A1C4T3yr, A1C4T3yi 
+            int0 = row[4*p + n];
+            // eg, for n=0, p=0; int1 is:
+            //    A0C0T0xi, A0C0T0yr, A0C0T0yi, 00000000 // 16-bits
+            //    A0C0T1xi, A0C0T1yr, A0C0T1yi, 00000000 
+            //    A0C0T2xi, A0C0T2yr, A0C0T2yi, 00000000 
+            //    A0C0T3xi, A0C0T3yr, A0C0T3yi, 00000000 
+            //    A1C0T0xi, A1C0T0yr, A1C0T0yi, 00000000 // 16-bits
+            //    A1C0T1xi, A1C0T1yr, A1C0T1yi, 00000000 
+            //    A1C0T2xi, A1C0T2yr, A1C0T2yi, 00000000 
+            //    A1C0T3xi, A1C0T3yr, A1C0T3yi, 00000000 
+            //    A0C4T0xi, A0C4T0yr, A0C4T0yi, 00000000 // 16-bits
+            //    A0C4T1xi, A0C4T1yr, A0C4T1yi, 00000000 
+            //    A0C4T2xi, A0C4T2yr, A0C4T2yi, 00000000 
+            //    A0C4T3xi, A0C4T3yr, A0C4T3yi, 00000000 
+            //    A1C4T0xi, A1C4T0yr, A1C4T0yi, 00000000 // 16-bits
+            //    A1C4T1xi, A1C4T1yr, A1C4T1yi, 00000000 
+            //    A1C4T2xi, A1C4T2yr, A1C4T2yi, 00000000 
+            //    A1C4T3xi, A1C4T3yr, A1C4T3yi, 00000000 
+            int1 = _mm256_slli_epi16(row[4*p + n], 4);
+            // eg, for n=0, p=0; int2 is:
+            //    A0C0T0yr, A0C0T0yi, 00000000, 00000000 // 16-bits
+            //    A0C0T1yr, A0C0T1yi, 00000000, 00000000 
+            //    A0C0T2yr, A0C0T2yi, 00000000, 00000000 
+            //    A0C0T3yr, A0C0T3yi, 00000000, 00000000 
+            //    A1C0T0yr, A1C0T0yi, 00000000, 00000000 // 16-bits
+            //    A1C0T1yr, A1C0T1yi, 00000000, 00000000 
+            //    A1C0T2yr, A1C0T2yi, 00000000, 00000000 
+            //    A1C0T3yr, A1C0T3yi, 00000000, 00000000 
+            //    A0C4T0yr, A0C4T0yi, 00000000, 00000000 // 16-bits
+            //    A0C4T1yr, A0C4T1yi, 00000000, 00000000 
+            //    A0C4T2yr, A0C4T2yi, 00000000, 00000000 
+            //    A0C4T3yr, A0C4T3yi, 00000000, 00000000 
+            //    A1C4T0yr, A1C4T0yi, 00000000, 00000000 // 16-bits
+            //    A1C4T1yr, A1C4T1yi, 00000000, 00000000 
+            //    A1C4T2yr, A1C4T2yi, 00000000, 00000000 
+            //    A1C4T3yr, A1C4T3yi, 00000000, 00000000 
+            int2 = _mm256_slli_epi16(row[4*p + n], 8);
+            // eg, for n=0, p=0; int3 is:
+            //    A0C0T0yi, 00000000, 00000000, 00000000 // 16-bits
+            //    A0C0T1yi, 00000000, 00000000, 00000000 
+            //    A0C0T2yi, 00000000, 00000000, 00000000 
+            //    A0C0T3yi, 00000000, 00000000, 00000000 
+            //    A1C0T0yi, 00000000, 00000000, 00000000 // 16-bits
+            //    A1C0T1yi, 00000000, 00000000, 00000000 
+            //    A1C0T2yi, 00000000, 00000000, 00000000 
+            //    A1C0T3yi, 00000000, 00000000, 00000000 
+            //    A0C4T0yi, 00000000, 00000000, 00000000 // 16-bits
+            //    A0C4T1yi, 00000000, 00000000, 00000000 
+            //    A0C4T2yi, 00000000, 00000000, 00000000 
+            //    A0C4T3yi, 00000000, 00000000, 00000000 
+            //    A1C4T0yi, 00000000, 00000000, 00000000 // 16-bits
+            //    A1C4T1yi, 00000000, 00000000, 00000000 
+            //    A1C4T2yi, 00000000, 00000000, 00000000 
+            //    A1C4T3yi, 00000000, 00000000, 00000000 
+            int3 = _mm256_slli_epi16(row[4*p + n], 12);
 
-              // shift down with sign extension. AKA, "fluff"
-              // This makes the top 8 bits of the int0 and int2 values valid 8-bit signed numbers
-              // The shift by 12 makes the lower 8-bits of the int1 and in3 values 8-bit signed numbers
-              // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, A0C0T0xi, A0C0T0yr ...
-              int0 = _mm256_srai_epi16(int0, 4);
-              // eg, for n=0, p=0; int1 is: A0C0T0xi-16b ...
-              int1 = _mm256_srai_epi16(int1, 12);
-              // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, A0C0T0yi, 00000000 ...
-              int2 = _mm256_srai_epi16(int2, 4);
-              // eg, for n=0, p=0; int3 is: A0C0T0yi-16b ...
-              int3 = _mm256_srai_epi16(int3, 12);
+            // shift down with sign extension. AKA, "fluff"
+            // This makes the top 8 bits of the int0 and int2 values valid 8-bit signed numbers
+            // The shift by 12 makes the lower 8-bits of the int1 and in3 values 8-bit signed numbers
+            // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, A0C0T0xi, A0C0T0yr ...
+            int0 = _mm256_srai_epi16(int0, 4);
+            // eg, for n=0, p=0; int1 is: A0C0T0xi-16b ...
+            int1 = _mm256_srai_epi16(int1, 12);
+            // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, A0C0T0yi, 00000000 ...
+            int2 = _mm256_srai_epi16(int2, 4);
+            // eg, for n=0, p=0; int3 is: A0C0T0yi-16b ...
+            int3 = _mm256_srai_epi16(int3, 12);
 
-              // Mask bits, ready to AND together
-              // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, 8'b0 ...
-              int0 = _mm256_and_si256(int0, maskhi);
-              // eg, for n=0, p=0; int1 is: 8'b0, A0C0T0xi-8b ...
-              int1 = _mm256_and_si256(int1, masklo);
-              // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, 8'b0 ...
-              int2 = _mm256_and_si256(int2, maskhi);
-              // eg, for n=0, p=0; int3 is: 8'b0, A0C0T0yi-8b ...
-              int3 = _mm256_and_si256(int3, masklo);
+            // Mask bits, ready to AND together
+            // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, 8'b0 ...
+            int0 = _mm256_and_si256(int0, maskhi);
+            // eg, for n=0, p=0; int1 is: 8'b0, A0C0T0xi-8b ...
+            int1 = _mm256_and_si256(int1, masklo);
+            // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, 8'b0 ...
+            int2 = _mm256_and_si256(int2, maskhi);
+            // eg, for n=0, p=0; int3 is: 8'b0, A0C0T0yi-8b ...
+            int3 = _mm256_and_si256(int3, masklo);
 
-              // AND together pairs of vectors
-              // eg, for n=0, p=0; outlo is: A0C0T0xr-8b, A0C0T0xi-8b ...
-              //    A0C0T0xr, A0C0T0xi // 16-bits
-              //    A0C0T1xr, A0C0T1xi 
-              //    A0C0T2xr, A0C0T2xi 
-              //    A0C0T3xr, A0C0T3xi 
-              //    A1C0T0xr, A1C0T0xi // 16-bits
-              //    A1C0T1xr, A1C0T1xi 
-              //    A1C0T2xr, A1C0T2xi 
-              //    A1C0T3xr, A1C0T3xi 
-              //    A0C4T0xr, A0C4T0xi // 16-bits
-              //    A0C4T1xr, A0C4T1xi 
-              //    A0C4T2xr, A0C4T2xi 
-              //    A0C4T3xr, A0C4T3xi 
-              //    A1C4T0xr, A1C4T0xi // 16-bits
-              //    A1C4T1xr, A1C4T1xi 
-              //    A1C4T2xr, A1C4T2xi 
-              //    A1C4T3xr, A1C4T3xi 
-              outx = _mm256_and_si256(int0, int1);
-              // eg, for n=0, p=0; outlo is: A0C0T0yr-8b, A0C0T0yi-8b
-              //    A0C0T0yr, A0C0T0yi // 16-bits
-              //    A0C0T1yr, A0C0T1yi 
-              //    A0C0T2yr, A0C0T2yi 
-              //    A0C0T3yr, A0C0T3yi 
-              //    A1C0T0yr, A1C0T0yi // 16-bits
-              //    A1C0T1yr, A1C0T1yi 
-              //    A1C0T2yr, A1C0T2yi 
-              //    A1C0T3yr, A1C0T3yi 
-              //    A0C4T0yr, A0C4T0yi // 16-bits
-              //    A0C4T1yr, A0C4T1yi 
-              //    A0C4T2yr, A0C4T2yi 
-              //    A0C4T3yr, A0C4T3yi 
-              //    A1C4T0yr, A1C4T0yi // 16-bits
-              //    A1C4T1yr, A1C4T1yi 
-              //    A1C4T2yr, A1C4T2yi 
-              //    A1C4T3yr, A1C4T3yi 
-              outy = _mm256_and_si256(int2, int3);
+            // OR together pairs of vectors
+            // eg, for n=0, p=0; outlo is: A0C0T0xr-8b, A0C0T0xi-8b ...
+            //    A0C0T0xr, A0C0T0xi // 16-bits
+            //    A0C0T1xr, A0C0T1xi 
+            //    A0C0T2xr, A0C0T2xi 
+            //    A0C0T3xr, A0C0T3xi 
+            //    A1C0T0xr, A1C0T0xi // 16-bits
+            //    A1C0T1xr, A1C0T1xi 
+            //    A1C0T2xr, A1C0T2xi 
+            //    A1C0T3xr, A1C0T3xi 
+            //    A0C4T0xr, A0C4T0xi // 16-bits
+            //    A0C4T1xr, A0C4T1xi 
+            //    A0C4T2xr, A0C4T2xi 
+            //    A0C4T3xr, A0C4T3xi 
+            //    A1C4T0xr, A1C4T0xi // 16-bits
+            //    A1C4T1xr, A1C4T1xi 
+            //    A1C4T2xr, A1C4T2xi 
+            //    A1C4T3xr, A1C4T3xi 
+            outx = _mm256_or_si256(int0, int1);
+            // eg, for n=0, p=0; outlo is: A0C0T0yr-8b, A0C0T0yi-8b
+            //    A0C0T0yr, A0C0T0yi // 16-bits
+            //    A0C0T1yr, A0C0T1yi 
+            //    A0C0T2yr, A0C0T2yi 
+            //    A0C0T3yr, A0C0T3yi 
+            //    A1C0T0yr, A1C0T0yi // 16-bits
+            //    A1C0T1yr, A1C0T1yi 
+            //    A1C0T2yr, A1C0T2yi 
+            //    A1C0T3yr, A1C0T3yi 
+            //    A0C4T0yr, A0C4T0yi // 16-bits
+            //    A0C4T1yr, A0C4T1yi 
+            //    A0C4T2yr, A0C4T2yi 
+            //    A0C4T3yr, A0C4T3yi 
+            //    A1C4T0yr, A1C4T0yi // 16-bits
+            //    A1C4T1yr, A1C4T1yi 
+            //    A1C4T2yr, A1C4T2yi 
+            //    A1C4T3yr, A1C4T3yi 
+            outy = _mm256_or_si256(int2, int3);
 
-              // For a full 256-bit word (for n=0, p=0):
-              // Interleave these to gather X and Y pols
-              // eg, for n=0, p=0; int0 = 
-              //    A0C0T0 [x/y][r/i] // 32-bits
-              //    A0C0T1 [x/y][r/i]
-              //    A0C0T2 [x/y][r/i]
-              //    A0C0T3 [x/y][r/i]
-              //    A1C0T0 [x/y][r/i]
-              //    A1C0T1 [x/y][r/i]
-              //    A1C0T2 [x/y][r/i]
-              //    A1C0T3 [x/y][r/i]
-              int0 = _mm256_unpacklo_epi16(outx, outy);
-              // eg, for n=0, p=0; int1 =
-              //    A0C4T0 [x/y][r/i] // 32-bits
-              //    A0C4T1 [x/y][r/i]
-              //    A0C4T2 [x/y][r/i]
-              //    A0C4T3 [x/y][r/i]
-              //    A1C4T0 [x/y][r/i]
-              //    A1C4T1 [x/y][r/i]
-              //    A1C4T2 [x/y][r/i]
-              //    A1C4T3 [x/y][r/i]
-              int1 = _mm256_unpackhi_epi16(outx, outy);
+            // For a full 256-bit word (for n=0, p=0):
+            // Interleave these to gather X and Y pols
+            // eg, for n=0, p=0; int0 = 
+            //    A0C0T0 [x/y][r/i] // 32-bits
+            //    A0C0T1 [x/y][r/i]
+            //    A0C0T2 [x/y][r/i]
+            //    A0C0T3 [x/y][r/i]
+            //    A1C0T0 [x/y][r/i]
+            //    A1C0T1 [x/y][r/i]
+            //    A1C0T2 [x/y][r/i]
+            //    A1C0T3 [x/y][r/i]
+            int0 = _mm256_unpacklo_epi16(outx, outy);
+            // eg, for n=0, p=0; int1 =
+            //    A0C4T0 [x/y][r/i] // 32-bits
+            //    A0C4T1 [x/y][r/i]
+            //    A0C4T2 [x/y][r/i]
+            //    A0C4T3 [x/y][r/i]
+            //    A1C4T0 [x/y][r/i]
+            //    A1C4T1 [x/y][r/i]
+            //    A1C4T2 [x/y][r/i]
+            //    A1C4T3 [x/y][r/i]
+            int1 = _mm256_unpackhi_epi16(outx, outy);
 
-              // Finally perform a bytewise transpose using a shuffle
-              // Outputs are now ordered pol x complexity x time ([ants 0..1][real/imag][time 0..3])
-              int0 = _mm256_shuffle_epi8(int0, shuffle_map); // Channel 0
-              int1 = _mm256_shuffle_epi8(int1, shuffle_map); // Channel 4
+            // Finally perform a bytewise transpose using a shuffle
+            // Outputs are now ordered pol x complexity x time ([ants 0..1][real/imag][time 0..3])
+            int0 = _mm256_shuffle_epi8(int0, shuffle_map); // Channel 0
+            int1 = _mm256_shuffle_epi8(int1, shuffle_map); // Channel 4
 
-              // Store these two 256-bit words with _mm256_stream_si256
-              //fprintf(stdout, "m:%d, a:%d, c:%d, t:%d, word1: %d, word2: %d\n", m,a,c,t,paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n,c), paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n+8,c));
-              _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m, a+wa, wt, c + wc), int0);
-              _mm256_store_si256(p_out + paper_gpu_input_databuf_data_idx256(m, a+wa, wt, c + wc + 4), int1);
-              //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n,c), outlo);
-              //_mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx256(m,16*a+8*p,t+n+8,c), outhi);
-              //_mm256_stream_si256(foo256, outlo);
-              //_mm256_stream_si256(bar256, outhi);
-            }
+            // Store these two 256-bit words with _mm256_stream_si256
+            //fprintf(stdout, "m:%d, a:%d, c:%d, t:%d, word1: %d, word2: %d\n", m,a,c,t,paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n,c), paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n+8,c));
+            _mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx_tca_256(Nt*m, c+n, a+wa), int0);
+            _mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx_tca_256(Nt*m, c+n+4, a+wa), int1);
           }
         }
       }
diff --git a/src/paper_fluff_test.c b/src/paper_fluff_test.c
index b4b01caa..176e71dd 100644
--- a/src/paper_fluff_test.c
+++ b/src/paper_fluff_test.c
@@ -4,7 +4,7 @@
 
 #include "paper_fluff.h"
 
-#define TEST_ITERATIONS (100)
+#define TEST_ITERATIONS (10)
 
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
@@ -13,6 +13,62 @@
 #define N_WORDS_PER_BLOCK_OUT (2*N_WORDS_PER_BLOCK_IN)
 #define N_WORDS_PER_PACKET  (N_BYTES_PER_PACKET/sizeof(uint64_t))
 
+void fluff_check()
+{
+  /*
+  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  Each real+imag sample is 8-bits
+  Make a test input vector to test each of these elements:
+  complexity-test : all real parts 1, all imag parts 2
+  time-test : each 4+4 bit time sample increments by 1, starting at 0, wrapping at 256
+  channel-test: each 4+4 but channel increments by 1, starting at 0, wrapping at 256
+  antenna-test: each 4+4 bit ant-pol sample increments by 1, wrapping at 256
+  */
+  uint64_t *in, *out;
+  int m, a, p, c, t, x;
+  if(posix_memalign((void **)&in,  CACHE_ALIGNMENT,   N_BYTES_PER_BLOCK)
+  || posix_memalign((void **)&out, CACHE_ALIGNMENT, 2*N_BYTES_PER_BLOCK)) {
+    printf("cannot allocate memory\n");
+    return;
+  }
+  // Time test
+  for (m=0; m<Nm; m++){
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (t=0; t<Nt; t++) {
+            *((uint8_t *) in + paper_input_databuf_data_idx8(m,a,p,c,t)) = (((m*Nt + t) % 8) << 4) + ((m*Nt + t) % 8);
+          }
+        }
+      }
+    }
+  }
+
+
+  printf("Running time-ordering test...");
+  paper_fluff(in, out);
+  int errs = 0;
+  for (t=0; t<Nm*Nt; t++) {
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (x=0; x<Nx; x++) {
+            if (*((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)) != t%8) {
+              //printf("Fluff test failed. t=%d, c=%d, a=%d, p=%d, x=%d. Expected %d, got %d!\n", t, c, a, p, x, t%8, *((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)));
+              errs++;
+            }
+          }
+        }
+      }
+    }
+  } 
+  if (errs == 0) {
+    printf("PASSED\n");
+  } else {
+    printf("FAILED\n");
+  }
+}
+
 int main(int argc, char *argv[])
 {
   int i, j;
@@ -57,17 +113,17 @@ int main(int argc, char *argv[])
 #else
 
 
-
   printf("N_CHAN_PER_PACKET=%u\n", N_CHAN_PER_PACKET);
   printf("N_TIME_PER_PACKET=%u\n", N_TIME_PER_PACKET);
   printf("N_WORDS_PER_PACKET=%lu\n", N_WORDS_PER_PACKET);
   printf("N_PACKETS_PER_BLOCK=%u\n", N_PACKETS_PER_BLOCK);
   printf("N_BYTES_PER_BLOCK=%u\n", N_BYTES_PER_BLOCK);
 
+
 #ifdef DEBUG_FLUFF
   fluffed = paper_fluff(in, out);
 #else
-  for(j=0; j<20; j++) {
+  for(j=0; j<4; j++) {
     clock_gettime(CLOCK_MONOTONIC, &start);
     for(i=0; i<TEST_ITERATIONS; i++) {
       fluffed = paper_fluff(in, out);
@@ -79,6 +135,8 @@ int main(int argc, char *argv[])
         ((float)fluffed*TEST_ITERATIONS*8*sizeof(uint64_t))/ELAPSED_NS(start, stop));
   }
 #endif // DEBUG_FLUFF_GEN
+  // check the actual contents of the fluffing operation
+  fluff_check();
 
   return 0;
 }

From 2a7dc068a296f7eb07e1b424990b65bc313ab0ca Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Mon, 2 Jul 2018 20:31:19 -0700
Subject: [PATCH 045/420] Add loop unrolling

---
 src/Makefile.am | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index f6335fd8..a6107f9e 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -6,7 +6,7 @@ AM_CPPFLAGS += -I"@XGPU_INCDIR@"
 
 # AM_CFLAGS is used for all C compiles
 #AM_CFLAGS = -ggdb -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2
-AM_CFLAGS = -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2 -march=native
+AM_CFLAGS = -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2 -march=native -funroll-loops
 
 # Convenience variables to group source files
 paper_databuf = paper_databuf.h \

From c9aef0d45302ac66a52367cec9af75e8eecc0bc7 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Mon, 2 Jul 2018 20:51:35 -0700
Subject: [PATCH 046/420] Fluffing code passes channel and time axis tests

Still polarization, and complexity axes to check
---
 src/paper_databuf.h    |   7 ++-
 src/paper_fluff.c      | 126 ++++++++++++++++++++---------------------
 src/paper_fluff_test.c |  79 +++++++++++++++++++++++++-
 3 files changed, 144 insertions(+), 68 deletions(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 4080b67a..a377492b 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -189,8 +189,11 @@ typedef struct paper_input_databuf {
 // corresponding to the given parameters.  Corresponding imaginary data
 // word is 4 bytes later. Only valid for t a multiple of 4
 
-#define paper_gpu_input_databuf_data_idx(m,a,t,c) \
-  (((m)*Nt*Nc*Na) + (((t)/4)*Nc*Na*4) + ((c)*Na*4) + (a)*4)
+//#define paper_gpu_input_databuf_data_idx(m,a,t,c) \ //foo
+//  (((m)*Nt*Nc*Na) + (((t)/4)*Nc*Na*4) + ((c)*Na*4) + (a)*4)
+
+#define paper_gpu_input_databuf_data_idx(t, c, a, p, x) \
+  (((((t)>>2)*4*Nx*Np*Na*Nc) + ((c)*4*Nx*Np*Na) + ((a)*4*Np*Nx) + ((p)*4*Nx) + ((x)*4) + ((t)%4)) / sizeof(uint64_t))
 
 #define paper_gpu_input_databuf_data_idx8(t, c, a, p, x) \
   ((((t)>>2)*4*Nx*Np*Na*Nc) + ((c)*4*Nx*Np*Na) + ((a)*4*Np*Nx) + ((p)*4*Nx) + ((x)*4) + ((t)%4))
diff --git a/src/paper_fluff.c b/src/paper_fluff.c
index a61543d9..5c448364 100644
--- a/src/paper_fluff.c
+++ b/src/paper_fluff.c
@@ -39,7 +39,7 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
   //uint64_t v0, v1, v2, v3;
   //vec_t in0, in1, in2, in3;
   //vec_t v0, v1, v2, v3;
-  int m, c, a, i, j, k, n, p, wa;
+  int m, c, a, j, k, nn, mm, wa, wc, rn, i;
 
   __m256i int0, int1, int2, int3, outx, outy;
 
@@ -49,10 +49,10 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
                                            0xff00ff00ff00ff00ULL, 0xff00ff00ff00ff00ULL);
   const __m256i masklo = _mm256_set_epi64x(0x00ff00ff00ff00ffULL, 0x00ff00ff00ff00ffULL,
                                            0x00ff00ff00ff00ffULL, 0x00ff00ff00ff00ffULL);
-  const __m256i shuffle_map = _mm256_set_epi64x(0x0f0b07030e0a0602ULL, 0x0d0905010c080400ULL,
-                                                0x0f0b07030e0a0602ULL, 0x0d0905010c080400ULL);
+  const __m256i shuffle_map = _mm256_set_epi64x(0x0705030106040200ULL, 0x0705030106040200ULL,
+                                                0x0705030106040200ULL, 0x0705030106040200ULL);
   //__m256i row[16], temp0[16], temp1[16], temp2[16];
-  __m256i row[16], temp[16];
+  __m256i row[8], temp[8];
 
   p_out = (__m256i *)out;
   
@@ -67,9 +67,9 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
    * 1*[time/4] x 1 channel x 2 antennas x 2 pols x 2 complexities x 4 times
    *
    * So.....
-   * Let's load 2 mcounts x 4 ants x 8 chans, 2 times, 2 pols into 16 256-bit registers and transpose.
+   * Let's load 2 mcounts x 2 ants x 16 chans, 2 times, 2 pols into 16 256-bit registers and transpose.
    * Hopefully we'll end up with:
-   * 1*[time/4] x 8 chans x 4 ants x 2 pols x 2 complexities x 4 times, ready for the GPU buffer.
+   * 1*[time/4] x 16 chans x 4 ants x 2 pols x 2 complexities x 4 times, ready for the GPU buffer.
    */
 
   // First loop is over time/4 (i.e., mcounts in steps of 2)
@@ -89,8 +89,9 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
         // Ant3C[0:7]T[0:1]
         // Ant3C[0:7]T[2:3]
         for(i=0; i<8; i++) {
-          row[i]  = _mm256_stream_load_si256(p_in + paper_input_databuf_data_idx256(m + i%Nt, a+i/Nt, c, 0));
+          row[i]  = _mm256_load_si256(p_in + paper_input_databuf_data_idx256(m + i%Nt, a+i/Nt, c, 0));
         }
+
         /* TRANSPOSE in blocks of 32 bits*/
         for(j=0; j<4; j++) {
           temp[j]   = _mm256_unpacklo_epi32(row[2*j], row[2*j+1]);
@@ -101,37 +102,36 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
           row[k+4] = _mm256_unpackhi_epi64(temp[2*k], temp[2*k+1]);
         }
         /* END TRANSPOSE -- actually we have transposed 4 4x4 blocks of the matrix.
-           For the full transpose we'd need an unpackX_epi128, which isn't available.*/
-
-        /* 
-           Fluff each 256 bit row of the transposed matrix into
-           two 256-bit fluffed words. The loop here is over rows, each of which is 4 times
-           for a pair of antennas..
-           The matrix here should be (for Nt=2):
+           For the full transpose we'd need an unpackX_epi128, which isn't available.
+           The data order here is (for Nt=2):
 
-           ANT[ 0: 1]C0T[0:3], ANT[ 0: 1]C4T[0:3]
-           ANT[ 0: 1]C1T[0:3], ANT[ 0: 1]C5T[0:3]
+           ANT[ 0: 1]C0T[0:3], ANT[ 0: 1]C4T[0:3] // 256 bits
+           ANT[ 2: 3]C0T[0:3], ANT[ 2: 3]C4T[0:3]
            ANT[ 0: 1]C2T[0:3], ANT[ 0: 1]C6T[0:3]
-           ANT[ 0: 1]C3T[0:3], ANT[ 0: 1]C7T[0:3]
+           ANT[ 2: 3]C2T[0:3], ANT[ 2: 3]C6T[0:3]
 
-           ANT[ 2: 3]C0T[0:3], ANT[ 2: 3]C4T[0:3]
+           ANT[ 0: 1]C1T[0:3], ANT[ 0: 1]C5T[0:3]
            ANT[ 2: 3]C1T[0:3], ANT[ 2: 3]C5T[0:3]
-           ANT[ 2: 3]C2T[0:3], ANT[ 2: 3]C6T[0:3]
+           ANT[ 0: 1]C3T[0:3], ANT[ 0: 1]C7T[0:3]
            ANT[ 2: 3]C3T[0:3], ANT[ 2: 3]C7T[0:3]
         */
 
+
         /*
            We still need to swizzle the blocks of 32 bits.
-           They are currently time x pol x complexity
-           We require pol x complexity x time
+           They are currently ant x chan x time x pol x complexity
+           We require chan x ant x pol x complexity x time
            And we must fluff each real/imag component to 8 bits
         */
 
-        // Separate into the top and bottom sections. Make the inner loop over antennas,
-        // So that writes to the RAM are close to sequential
-        for(n=0; n<4; n++) { // Loop over chans
-          for(p=0; p<2; p++) { // Loop over pairs of antennas
-            wa = p * 2; // antenna offset. I.e., antenna being processed is a+wa
+            //unsigned long long foo0[4];
+            //unsigned long long foo1[4];
+        // Loop over rows. For convenience separate out into top and bottom of matrix
+        for(nn=0; nn<2; nn++) { // Loop over two blocks (top and bottom)
+          for(mm=0; mm<4; mm++) { // Loop over 4 rows per block
+            rn = 4*nn + mm;   // row number
+            wa = (mm%2) * 2; // antenna offset. I.e., antenna being processed is a+wa
+            wc = nn + 2*(mm/2);   // channel offset. I.e., channel being processed is c+wc
             // fluff and load
             // shift so that we have four bitvectors, where the top 4 bits
             // of each 16-bit word are consecutive values
@@ -152,7 +152,7 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
             //    A1C4T1xr, A1C4T1xi, A1C4T1yr, A1C4T1yi 
             //    A1C4T2xr, A1C4T2xi, A1C4T2yr, A1C4T2yi 
             //    A1C4T3xr, A1C4T3xi, A1C4T3yr, A1C4T3yi 
-            int0 = row[4*p + n];
+            int0 = row[rn];
             // eg, for n=0, p=0; int1 is:
             //    A0C0T0xi, A0C0T0yr, A0C0T0yi, 00000000 // 16-bits
             //    A0C0T1xi, A0C0T1yr, A0C0T1yi, 00000000 
@@ -170,7 +170,7 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
             //    A1C4T1xi, A1C4T1yr, A1C4T1yi, 00000000 
             //    A1C4T2xi, A1C4T2yr, A1C4T2yi, 00000000 
             //    A1C4T3xi, A1C4T3yr, A1C4T3yi, 00000000 
-            int1 = _mm256_slli_epi16(row[4*p + n], 4);
+            int1 = _mm256_slli_epi16(row[rn], 4);
             // eg, for n=0, p=0; int2 is:
             //    A0C0T0yr, A0C0T0yi, 00000000, 00000000 // 16-bits
             //    A0C0T1yr, A0C0T1yi, 00000000, 00000000 
@@ -188,7 +188,7 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
             //    A1C4T1yr, A1C4T1yi, 00000000, 00000000 
             //    A1C4T2yr, A1C4T2yi, 00000000, 00000000 
             //    A1C4T3yr, A1C4T3yi, 00000000, 00000000 
-            int2 = _mm256_slli_epi16(row[4*p + n], 8);
+            int2 = _mm256_slli_epi16(row[rn], 8);
             // eg, for n=0, p=0; int3 is:
             //    A0C0T0yi, 00000000, 00000000, 00000000 // 16-bits
             //    A0C0T1yi, 00000000, 00000000, 00000000 
@@ -206,32 +206,33 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
             //    A1C4T1yi, 00000000, 00000000, 00000000 
             //    A1C4T2yi, 00000000, 00000000, 00000000 
             //    A1C4T3yi, 00000000, 00000000, 00000000 
-            int3 = _mm256_slli_epi16(row[4*p + n], 12);
+            int3 = _mm256_slli_epi16(row[rn], 12);
 
             // shift down with sign extension. AKA, "fluff"
             // This makes the top 8 bits of the int0 and int2 values valid 8-bit signed numbers
             // The shift by 12 makes the lower 8-bits of the int1 and in3 values 8-bit signed numbers
-            // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, A0C0T0xi, A0C0T0yr ...
+            // eg, for rn=0; int0 is: A0C0T[0:3]xr-8b, ..., A1C0T[0:3]xr-8b, ..., A0C4T[0:3]xr-8b, ..., A1C4T[0:3]xr-8b, ...,
             int0 = _mm256_srai_epi16(int0, 4);
-            // eg, for n=0, p=0; int1 is: A0C0T0xi-16b ...
+            // eg, for rn=0; int1 is: A0C0T[0:3]xi-16b, ..., A1C0T[0:3]xi-16b, ..., A0C4T[0:3]xi-16b, ..., A1C4T[0:3]xi-16b, ...,
             int1 = _mm256_srai_epi16(int1, 12);
-            // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, A0C0T0yi, 00000000 ...
+            // eg, for rn=0; int2 is: A0C0T[0:3]yr-8b, ..., A1C0T[0:3]yr-8b, ..., A0C4T[0:3]yr-8b, ..., A1C4T[0:3]yr-8b, ...,
             int2 = _mm256_srai_epi16(int2, 4);
-            // eg, for n=0, p=0; int3 is: A0C0T0yi-16b ...
+            // eg, for rn=0; int3 is: A0C0T[0:3]yi-16b, ..., A1C0T[0:3]yi-16b, ..., A0C4T[0:3]yi-16b, ..., A1C4T[0:3]yi-16b, ...,
             int3 = _mm256_srai_epi16(int3, 12);
 
-            // Mask bits, ready to AND together
+            // Mask all values to 8b signed ints, ready to OR together
             // eg, for n=0, p=0; int0 is: A0C0T0xr-8b, 8'b0 ...
+            // eg, for rn=0; int0 is: A0C0T[0:3]xr-8b, 8'b0, A1C0T[0:3]xr-8b, 8'b0, A0C4T[0:3]xr-8b, 8'b0, A1C4T[0:3]xr-8b, 8'b0,
             int0 = _mm256_and_si256(int0, maskhi);
-            // eg, for n=0, p=0; int1 is: 8'b0, A0C0T0xi-8b ...
+            // eg, for rn=0; int1 is: 8'b0, A0C0T[0:3]xi-8b, 8'b0, A1C0T[0:3]xi-8b, 8'b0, A0C4T[0:3]xi-8b, 8'b0, A1C4T[0:3]xi-8b,
             int1 = _mm256_and_si256(int1, masklo);
-            // eg, for n=0, p=0; int2 is: A0C0T0yr-8b, 8'b0 ...
+            // eg, for rn=0; int2 is: A0C0T[0:3]yr-8b, 8'b0, A1C0T[0:3]yr-8b, 8'b0, A0C4T[0:3]yr-8b, 8'b0, A1C4T[0:3]yr-8b, 8'b0,
             int2 = _mm256_and_si256(int2, maskhi);
-            // eg, for n=0, p=0; int3 is: 8'b0, A0C0T0yi-8b ...
+            // eg, for rn=0; int1 is: 8'b0, A0C0T[0:3]yi-8b, 8'b0, A1C0T[0:3]yi-8b, 8'b0, A0C4T[0:3]yi-8b, 8'b0, A1C4T[0:3]yi-8b,
             int3 = _mm256_and_si256(int3, masklo);
 
             // OR together pairs of vectors
-            // eg, for n=0, p=0; outlo is: A0C0T0xr-8b, A0C0T0xi-8b ...
+            // eg, for rn=0; outx is: 
             //    A0C0T0xr, A0C0T0xi // 16-bits
             //    A0C0T1xr, A0C0T1xi 
             //    A0C0T2xr, A0C0T2xi 
@@ -249,7 +250,7 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
             //    A1C4T2xr, A1C4T2xi 
             //    A1C4T3xr, A1C4T3xi 
             outx = _mm256_or_si256(int0, int1);
-            // eg, for n=0, p=0; outlo is: A0C0T0yr-8b, A0C0T0yi-8b
+            // eg, for rn=0; outy is:
             //    A0C0T0yr, A0C0T0yi // 16-bits
             //    A0C0T1yr, A0C0T1yi 
             //    A0C0T2yr, A0C0T2yi 
@@ -267,39 +268,34 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
             //    A1C4T2yr, A1C4T2yi 
             //    A1C4T3yr, A1C4T3yi 
             outy = _mm256_or_si256(int2, int3);
+            //_mm256_stream_si256((__m256i *) foo0, outx);
+            //_mm256_stream_si256((__m256i *) foo1, outy);
 
-            // For a full 256-bit word (for n=0, p=0):
             // Interleave these to gather X and Y pols
-            // eg, for n=0, p=0; int0 = 
-            //    A0C0T0 [x/y][r/i] // 32-bits
-            //    A0C0T1 [x/y][r/i]
-            //    A0C0T2 [x/y][r/i]
-            //    A0C0T3 [x/y][r/i]
-            //    A1C0T0 [x/y][r/i]
-            //    A1C0T1 [x/y][r/i]
-            //    A1C0T2 [x/y][r/i]
-            //    A1C0T3 [x/y][r/i]
-            int0 = _mm256_unpacklo_epi16(outx, outy);
-            // eg, for n=0, p=0; int1 =
-            //    A0C4T0 [x/y][r/i] // 32-bits
-            //    A0C4T1 [x/y][r/i]
-            //    A0C4T2 [x/y][r/i]
-            //    A0C4T3 [x/y][r/i]
-            //    A1C4T0 [x/y][r/i]
-            //    A1C4T1 [x/y][r/i]
-            //    A1C4T2 [x/y][r/i]
-            //    A1C4T3 [x/y][r/i]
-            int1 = _mm256_unpackhi_epi16(outx, outy);
+            // and separate out the two channels.
+            // and can be fixed later with a bit shuffle
+            // eg, for rn=0 int0 = 
+            //    A[0:1]C0[x/y]T[0:3][r/i] // 256-bits
+            int0 = _mm256_permute2x128_si256(outx, outy, 0x20); //channel 0
+            //int0 = _mm256_unpacklo_epi32(outx, outy);
+            // eg, for rn=0, int1 =
+            //    A[0:1]C4[x/y]T[0:3][r/i] // 256-bits
+            int1 = _mm256_permute2x128_si256(outx, outy, 0x31); //channel 4
+            //int1 = _mm256_unpackhi_epi32(outx, outy);
 
             // Finally perform a bytewise transpose using a shuffle
-            // Outputs are now ordered pol x complexity x time ([ants 0..1][real/imag][time 0..3])
+            // Outputs are ordered 2-antenna x 1-chan x 2-pol x 4-time x 2-complexity
+            // We want 1-chan x 2-antenna x 2-pol x complexity x 4-time ([ants 0..1][real/imag][time 0..3])
             int0 = _mm256_shuffle_epi8(int0, shuffle_map); // Channel 0
             int1 = _mm256_shuffle_epi8(int1, shuffle_map); // Channel 4
 
             // Store these two 256-bit words with _mm256_stream_si256
-            //fprintf(stdout, "m:%d, a:%d, c:%d, t:%d, word1: %d, word2: %d\n", m,a,c,t,paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n,c), paper_gpu_input_databuf_data_idx(m,16*a+8*p,t+n+8,c));
-            _mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx_tca_256(Nt*m, c+n, a+wa), int0);
-            _mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx_tca_256(Nt*m, c+n+4, a+wa), int1);
+            _mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx_tca_256(Nt*m, c+wc, a+wa), int0);
+            _mm256_stream_si256(p_out + paper_gpu_input_databuf_data_idx_tca_256(Nt*m, c+wc+4, a+wa), int1);
+            //_mm256_stream_si256((__m256i *) foo0, int0);
+            //_mm256_stream_si256((__m256i *) foo1, int1);
+            //printf("Writing int0: t:%04d, c:%03d, a:%03d, Val: 0x%016llx_%016llx_%016llx_%016llx\n", Nt*m, c+wc, a+wa, foo0[0], foo0[1], foo0[2], foo0[3]);
+            //printf("Writing int1: t:%04d, c:%03d, a:%03d, Val: 0x%016llx_%016llx_%016llx_%016llx\n", Nt*m, c+wc+4, a+wa, foo1[0], foo1[1], foo1[2], foo1[3]);
           }
         }
       }
diff --git a/src/paper_fluff_test.c b/src/paper_fluff_test.c
index 176e71dd..d01a5bff 100644
--- a/src/paper_fluff_test.c
+++ b/src/paper_fluff_test.c
@@ -13,7 +13,7 @@
 #define N_WORDS_PER_BLOCK_OUT (2*N_WORDS_PER_BLOCK_IN)
 #define N_WORDS_PER_PACKET  (N_BYTES_PER_PACKET/sizeof(uint64_t))
 
-void fluff_check()
+void fluff_check_time()
 {
   /*
   The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
@@ -69,6 +69,81 @@ void fluff_check()
   }
 }
 
+void fluff_check_chan()
+{
+  /*
+  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  Each real+imag sample is 8-bits
+  Make a test input vector to test each of these elements:
+  complexity-test : all real parts 1, all imag parts 2
+  time-test : each 4+4 bit time sample increments by 1, starting at 0, wrapping at 16
+  channel-test: each 4+4 bit channel increments by 1, starting at 0, wrapping at 16 
+  antenna-test: each 4+4 bit ant-pol sample increments by 1, wrapping at 256
+  */
+  uint64_t *in, *out;
+  int m, a, p, c, t, x;
+  if(posix_memalign((void **)&in,  CACHE_ALIGNMENT,   N_BYTES_PER_BLOCK)
+  || posix_memalign((void **)&out, CACHE_ALIGNMENT, 2*N_BYTES_PER_BLOCK)) {
+    printf("cannot allocate memory\n");
+    return;
+  }
+  // Time test
+  for (m=0; m<Nm; m++){
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (t=0; t<Nt; t++) {
+            *((uint8_t *) in + paper_input_databuf_data_idx8(m,a,p,c,t)) = ((c % 8) << 4) + (c % 8);
+          }
+        }
+      }
+    }
+  }
+
+  // Time test
+  for (m=0; m<Nm; m++){
+    for (a=0; a<Na; a++) {
+      for (p=0; p<1; p++) {
+        for (c=0; c<Nc; c++) {
+          for (t=0; t<1; t++) {
+            //printf("Initializing. m=%d, a=%d, p=%d, c=%d, t=%d. 0x%llx\n", m,a,p,c,t, *(unsigned long long *)((uint8_t *) in + paper_input_databuf_data_idx8(m,a,p,c,t)));
+          }
+        }
+      }
+    }
+  }
+
+
+  printf("Running chan-ordering test...");
+  paper_fluff(in, out);
+  int errs = 0;
+  for (t=0; t<Nm*Nt; t++) {
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (x=0; x<Nx; x++) {
+            if (*((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)) != c%8) {
+              printf("Fluff test failed. t=%d, c=%d, a=%d, p=%d, x=%d. Expected %d, got %d!\n", t, c, a, p, x, c%8, *((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)));
+              errs++;
+            }
+          }
+        }
+      }
+    }
+  } 
+  if (errs == 0) {
+    printf("PASSED\n");
+  } else {
+    printf("FAILED\n");
+  }
+}
+
+void fluff_check()
+{
+  fluff_check_time();
+  fluff_check_chan();
+}
+
 int main(int argc, char *argv[])
 {
   int i, j;
@@ -120,6 +195,8 @@ int main(int argc, char *argv[])
   printf("N_BYTES_PER_BLOCK=%u\n", N_BYTES_PER_BLOCK);
 
 
+  fluff_check();
+
 #ifdef DEBUG_FLUFF
   fluffed = paper_fluff(in, out);
 #else

From 83135fbe2e56b1d3d15d1c2fcafa3c310c3ae0b9 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Tue, 3 Jul 2018 15:03:08 -0700
Subject: [PATCH 047/420] Fluff thread passes full TVG suite

-- complexity ordering
-- antenna ordering
-- polarization ordering
-- time ordering

and, most importantly, randomly generated tvg inputs.

test code reports the fluff thread runs at ~42Gb/s (input rate)
---
 src/paper_fluff.c      |  22 ++--
 src/paper_fluff_test.c | 267 ++++++++++++++++++++++++++++++++++++++++-
 2 files changed, 275 insertions(+), 14 deletions(-)

diff --git a/src/paper_fluff.c b/src/paper_fluff.c
index 5c448364..c44fd9d8 100644
--- a/src/paper_fluff.c
+++ b/src/paper_fluff.c
@@ -49,8 +49,8 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
                                            0xff00ff00ff00ff00ULL, 0xff00ff00ff00ff00ULL);
   const __m256i masklo = _mm256_set_epi64x(0x00ff00ff00ff00ffULL, 0x00ff00ff00ff00ffULL,
                                            0x00ff00ff00ff00ffULL, 0x00ff00ff00ff00ffULL);
-  const __m256i shuffle_map = _mm256_set_epi64x(0x0705030106040200ULL, 0x0705030106040200ULL,
-                                                0x0705030106040200ULL, 0x0705030106040200ULL);
+  const __m256i shuffle_map = _mm256_set_epi64x(0x0f0d0b090e0c0a08ULL, 0x0705030106040200ULL,
+                                                0x0f0d0b090e0c0a08ULL, 0x0705030106040200ULL);
   //__m256i row[16], temp0[16], temp1[16], temp2[16];
   __m256i row[8], temp[8];
 
@@ -268,23 +268,23 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
             //    A1C4T2yr, A1C4T2yi 
             //    A1C4T3yr, A1C4T3yi 
             outy = _mm256_or_si256(int2, int3);
-            //_mm256_stream_si256((__m256i *) foo0, outx);
-            //_mm256_stream_si256((__m256i *) foo1, outy);
 
             // Interleave these to gather X and Y pols
             // and separate out the two channels.
             // and can be fixed later with a bit shuffle
             // eg, for rn=0 int0 = 
-            //    A[0:1]C0[x/y]T[0:3][r/i] // 256-bits
-            int0 = _mm256_permute2x128_si256(outx, outy, 0x20); //channel 0
-            //int0 = _mm256_unpacklo_epi32(outx, outy);
+            //    [x/y]A[0:1]C0T[0:3][r/i] // 256-bits
+            int0 = _mm256_permute2x128_si256(outx, outy, 0x02); //channel 0
+            //    and then make A[0:1][x/y]C0T[0:3][r/i] // 256-bits
+            int0 = _mm256_permute4x64_epi64(int0, 0xd8); //channel 0
             // eg, for rn=0, int1 =
-            //    A[0:1]C4[x/y]T[0:3][r/i] // 256-bits
-            int1 = _mm256_permute2x128_si256(outx, outy, 0x31); //channel 4
-            //int1 = _mm256_unpackhi_epi32(outx, outy);
+            //    [x/y]A[0:1]C4T[0:3][r/i] // 256-bits
+            int1 = _mm256_permute2x128_si256(outx, outy, 0x13); //channel 4
+            //    and then make A[0:1][x/y]C4T[0:3][r/i] // 256-bits
+            int1 = _mm256_permute4x64_epi64(int1, 0xd8); //channel 0
 
             // Finally perform a bytewise transpose using a shuffle
-            // Outputs are ordered 2-antenna x 1-chan x 2-pol x 4-time x 2-complexity
+            // Outputs are ordered 2-pol x 2-antenna x 1-chan x 4-time x 2-complexity
             // We want 1-chan x 2-antenna x 2-pol x complexity x 4-time ([ants 0..1][real/imag][time 0..3])
             int0 = _mm256_shuffle_epi8(int0, shuffle_map); // Channel 0
             int1 = _mm256_shuffle_epi8(int1, shuffle_map); // Channel 4
diff --git a/src/paper_fluff_test.c b/src/paper_fluff_test.c
index d01a5bff..78200670 100644
--- a/src/paper_fluff_test.c
+++ b/src/paper_fluff_test.c
@@ -13,6 +13,196 @@
 #define N_WORDS_PER_BLOCK_OUT (2*N_WORDS_PER_BLOCK_IN)
 #define N_WORDS_PER_PACKET  (N_BYTES_PER_PACKET/sizeof(uint64_t))
 
+void fluff_check_random()
+{
+  /*
+  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  Each real+imag sample is 8-bits
+  Make a test input vector to test each of these elements:
+  complexity-test : all real parts 1, all imag parts 2
+  time-test : each 4+4 bit time sample increments by 1, starting at 0, wrapping at 256
+  channel-test: each 4+4 but channel increments by 1, starting at 0, wrapping at 256
+  antenna-test: each 4+4 bit ant-pol sample increments by 1, wrapping at 256
+  random-test: write in random integers between +/- 7
+  */
+  uint64_t *in, *out;
+  uint8_t tv_in;
+  int8_t real, imag, real_in, imag_in;
+  int m, a, p, c, t;
+  if(posix_memalign((void **)&in,  CACHE_ALIGNMENT,   N_BYTES_PER_BLOCK)
+  || posix_memalign((void **)&out, CACHE_ALIGNMENT, 2*N_BYTES_PER_BLOCK)) {
+    printf("cannot allocate memory\n");
+    return;
+  }
+
+  srand(0x1234);
+
+  printf("Running random number test...");
+  for (m=0; m<Nm; m++){
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (t=0; t<Nt; t++) {
+            real = ((rand() % 16) - 8) & 0xf;
+            imag = ((rand() % 16) - 8) & 0xf;
+            *((uint8_t *) in + paper_input_databuf_data_idx8(m,a,p,c,t)) = (uint8_t)((real << 4) + imag);
+          }
+        }
+      }
+    }
+  }
+
+
+  paper_fluff(in, out);
+  int errs = 0;
+  for (t=0; t<Nm*Nt; t++) {
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          real = *((int8_t *)out + paper_gpu_input_databuf_data_idx8(t, c, a, p, 1));
+          imag = *((int8_t *)out + paper_gpu_input_databuf_data_idx8(t, c, a, p, 0));
+          // indexing in input buffer is by m and t, so compute these
+          tv_in = *((uint8_t *)in + paper_input_databuf_data_idx8(t/Nt, a, p, c, t%Nt));
+          real_in = (tv_in >> 4) & 0xf;
+          imag_in = tv_in & 0xf;
+          if (real_in > 7) {
+            real_in = real_in - 16;
+          }
+          if (imag_in > 7) {
+            imag_in = imag_in - 16;
+          }
+          if (real_in != real) {
+             errs++;
+             //printf("real in: %d. real out: %d, 0x%x\n", real_in, real, tv_in);
+          }
+          if (imag_in != imag) {
+             //printf("imag in: %d. imag out: %d, 0x%x\n", imag_in, imag, tv_in);
+             errs++;
+          }
+        }
+      }
+    }
+  } 
+  if (errs == 0) {
+    printf("PASSED\n");
+  } else {
+    printf("FAILED with %d errors\n", errs);
+  }
+}
+
+void fluff_check_complexity()
+{
+  /*
+  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  Each real+imag sample is 8-bits
+  Make a test input vector to test each of these elements:
+  complexity-test : all real parts 1, all imag parts 2
+  time-test : each 4+4 bit time sample increments by 1, starting at 0, wrapping at 256
+  channel-test: each 4+4 but channel increments by 1, starting at 0, wrapping at 256
+  antenna-test: each 4+4 bit ant-pol sample increments by 1, wrapping at 256
+  */
+  uint64_t *in, *out;
+  int m, a, p, c, t, x;
+  if(posix_memalign((void **)&in,  CACHE_ALIGNMENT,   N_BYTES_PER_BLOCK)
+  || posix_memalign((void **)&out, CACHE_ALIGNMENT, 2*N_BYTES_PER_BLOCK)) {
+    printf("cannot allocate memory\n");
+    return;
+  }
+  // Time test
+  for (m=0; m<Nm; m++){
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (t=0; t<Nt; t++) {
+            // real in MSBs
+            *((uint8_t *) in + paper_input_databuf_data_idx8(m,a,p,c,t)) = ((1) << 4) + (0);
+          }
+        }
+      }
+    }
+  }
+
+
+  printf("Running complexity-ordering test...");
+  paper_fluff(in, out);
+  int errs = 0;
+  for (t=0; t<Nm*Nt; t++) {
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (x=0; x<Nx; x++) {
+            if (*((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)) != x%8) {
+              printf("Fluff test failed. t=%d, c=%d, a=%d, p=%d, x=%d. Expected %d, got 0x%llx!\n", t, c, a, p, x, x%8, *(unsigned long long *)((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)));
+              errs++;
+            }
+          }
+        }
+      }
+    }
+  } 
+  if (errs == 0) {
+    printf("PASSED\n");
+  } else {
+    printf("FAILED\n");
+  }
+}
+
+void fluff_check_pol()
+{
+  /*
+  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  Each real+imag sample is 8-bits
+  Make a test input vector to test each of these elements:
+  complexity-test : all real parts 1, all imag parts 2
+  time-test : each 4+4 bit time sample increments by 1, starting at 0, wrapping at 256
+  channel-test: each 4+4 but channel increments by 1, starting at 0, wrapping at 256
+  antenna-test: each 4+4 bit ant-pol sample increments by 1, wrapping at 256
+  */
+  uint64_t *in, *out;
+  int m, a, p, c, t, x;
+  if(posix_memalign((void **)&in,  CACHE_ALIGNMENT,   N_BYTES_PER_BLOCK)
+  || posix_memalign((void **)&out, CACHE_ALIGNMENT, 2*N_BYTES_PER_BLOCK)) {
+    printf("cannot allocate memory\n");
+    return;
+  }
+  // Time test
+  for (m=0; m<Nm; m++){
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (t=0; t<Nt; t++) {
+            *((uint8_t *) in + paper_input_databuf_data_idx8(m,a,p,c,t)) = ((p % 8) << 4) + (p % 8);
+          }
+        }
+      }
+    }
+  }
+
+
+  printf("Running pol-ordering test...");
+  paper_fluff(in, out);
+  int errs = 0;
+  for (t=0; t<Nm*Nt; t++) {
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (x=0; x<Nx; x++) {
+            if (*((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)) != p%8) {
+              printf("Fluff test failed. t=%d, c=%d, a=%d, p=%d, x=%d. Expected %d, got 0x%llx!\n", t, c, a, p, x, p%8, *(unsigned long long *)((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)));
+              errs++;
+            }
+          }
+        }
+      }
+    }
+  } 
+  if (errs == 0) {
+    printf("PASSED\n");
+  } else {
+    printf("FAILED\n");
+  }
+}
+
 void fluff_check_time()
 {
   /*
@@ -54,7 +244,74 @@ void fluff_check_time()
         for (c=0; c<Nc; c++) {
           for (x=0; x<Nx; x++) {
             if (*((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)) != t%8) {
-              //printf("Fluff test failed. t=%d, c=%d, a=%d, p=%d, x=%d. Expected %d, got %d!\n", t, c, a, p, x, t%8, *((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)));
+              errs++;
+            }
+          }
+        }
+      }
+    }
+  } 
+  if (errs == 0) {
+    printf("PASSED\n");
+  } else {
+    printf("FAILED\n");
+  }
+}
+
+void fluff_check_ant()
+{
+  /*
+  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  Each real+imag sample is 8-bits
+  Make a test input vector to test each of these elements:
+  complexity-test : all real parts 1, all imag parts 2
+  time-test : each 4+4 bit time sample increments by 1, starting at 0, wrapping at 256
+  channel-test: each 4+4 but channel increments by 1, starting at 0, wrapping at 256
+  antenna-test: each 4+4 bit ant-pol sample increments by 1, wrapping at 256
+  */
+  uint64_t *in, *out;
+  int m, a, p, c, t, x;
+  if(posix_memalign((void **)&in,  CACHE_ALIGNMENT,   N_BYTES_PER_BLOCK)
+  || posix_memalign((void **)&out, CACHE_ALIGNMENT, 2*N_BYTES_PER_BLOCK)) {
+    printf("cannot allocate memory\n");
+    return;
+  }
+  // Time test
+  for (m=0; m<Nm; m++){
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (t=0; t<Nt; t++) {
+            *((uint8_t *) in + paper_input_databuf_data_idx8(m,a,p,c,t)) = ((a % 8) << 4) + (a % 8);
+          }
+        }
+      }
+    }
+  }
+
+  for (m=0; m<1; m++){
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<1; c++) {
+          for (t=0; t<1; t++) {
+              //printf("Initializing. m=%d, a=%d, p=%d, c=%d, t=%d. Expected %d, got %llx\n", m,a,p,c,t,a%8, *(unsigned long long *)((uint8_t *)in + paper_input_databuf_data_idx8(m,a,p,c,t)));
+          }
+        }
+      }
+    }
+  }
+
+
+  printf("Running ant-ordering test...");
+  paper_fluff(in, out);
+  int errs = 0;
+  for (t=0; t<Nm*Nt; t++) {
+    for (a=0; a<Na; a++) {
+      for (p=0; p<Np; p++) {
+        for (c=0; c<Nc; c++) {
+          for (x=0; x<Nx; x++) {
+            if (*((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)) != a%8) {
+              printf("Fluff test failed. t=%d, c=%d, a=%d, p=%d, x=%d. Expected %d, got 0x%llx!\n", t, c, a, p, x, a%8, *(unsigned long long *)((uint8_t *) out + paper_gpu_input_databuf_data_idx8(t, c, a, p, x)));
               errs++;
             }
           }
@@ -140,8 +397,12 @@ void fluff_check_chan()
 
 void fluff_check()
 {
+  fluff_check_complexity();
+  fluff_check_pol();
+  fluff_check_ant();
   fluff_check_time();
   fluff_check_chan();
+  fluff_check_random();
 }
 
 int main(int argc, char *argv[])
@@ -151,6 +412,8 @@ int main(int argc, char *argv[])
   struct timespec start, stop;
   int fluffed;
 
+  setbuf(stdout, NULL); // send printf-s to screen immediately
+
   if(posix_memalign((void **)&in,  CACHE_ALIGNMENT,   N_BYTES_PER_BLOCK)
   || posix_memalign((void **)&out, CACHE_ALIGNMENT, 2*N_BYTES_PER_BLOCK)) {
     printf("cannot allocate memory\n");
@@ -212,8 +475,6 @@ int main(int argc, char *argv[])
         ((float)fluffed*TEST_ITERATIONS*8*sizeof(uint64_t))/ELAPSED_NS(start, stop));
   }
 #endif // DEBUG_FLUFF_GEN
-  // check the actual contents of the fluffing operation
-  fluff_check();
 
   return 0;
 }

From 20e63682988f54462c0be5a75e0fc668011dec66 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 11 Jul 2018 17:54:31 -0700
Subject: [PATCH 048/420] Integrate TIME_DEMUX parameter

For HERA, TIME_DEMUX=2 (even/odd blocks of data are split between two distinct
correlators)

Using this parameter, rather than messing with the definition of MCNT, means
that MCNTs in each correlator reflect the spectrum index they are processing.
I.e., the spectrum index of the "even" correlator will have blocks with different
MCNTs to the "odd" correlator.
This should be taken into account when setting the start integration of each
correlator.

A first-pass python script to trigger integration starts (a la paper_ctl.rb)
has been added. It doesn't (yet) have a flag to figure out if it should
be setting the starting MCNT to the even or odd correlator.
---
 src/hera_pktsock_thread.c     | 41 +++++++++---------
 src/paper_ctl.py              | 82 +++++++++++++++++++++++++++++++++++
 src/paper_databuf.h           |  8 +++-
 src/paper_fake_net_thread.c   | 39 +++++++++--------
 src/paper_gpu_output_thread.c |  2 +-
 src/paper_gpu_thread.c        |  4 +-
 src/paper_init.sh             | 12 ++---
 src/xtor_up.sh                | 12 ++---
 8 files changed, 145 insertions(+), 55 deletions(-)
 create mode 100755 src/paper_ctl.py

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index afc21f0f..a24863b1 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -36,7 +36,7 @@
 //#define PKTSOCK_FRAMES_PER_BLOCK (8)
 //#define PKTSOCK_NBLOCKS (800)
 //#define PKTSOCK_NFRAMES (PKTSOCK_FRAMES_PER_BLOCK * PKTSOCK_NBLOCKS)
-#define PKTSOCK_BYTES_PER_FRAME (3328)
+#define PKTSOCK_BYTES_PER_FRAME (4864)
 #define PKTSOCK_FRAMES_PER_BLOCK (128)
 #define PKTSOCK_NBLOCKS (5000)
 #define PKTSOCK_NFRAMES (PKTSOCK_FRAMES_PER_BLOCK * PKTSOCK_NBLOCKS)
@@ -111,7 +111,7 @@ static void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
 // Returns physical block number for given mcnt
 static inline int block_for_mcnt(uint64_t mcnt)
 {
-    return (mcnt / N_TIME_PER_BLOCK) % N_INPUT_BLOCKS;
+    return ((mcnt / TIME_DEMUX) / N_TIME_PER_BLOCK) % N_INPUT_BLOCKS;
 }
 
 #ifdef LOG_MCNTS
@@ -160,8 +160,8 @@ static inline void get_header (unsigned char *p_frame, packet_header_t * pkt_hea
     //pkt_header->time        = (raw_header >> 27) & ((1L<<37)-1);
     //pkt_header->mcnt        = pkt_header->time >> 5;
     //pkt_header->mcnt        = (raw_header >> 32) & 0xffffffff;
-    pkt_header->mcnt        = (raw_header >> 27) & ((1L<<37)-1);
-    pkt_header->chan        = (raw_header >> 16) & ((1<<11)-1);
+    pkt_header->mcnt        = (raw_header >> 29) & ((1L<<35)-1);
+    pkt_header->chan        = (raw_header >> 16) & ((1<<13)-1);
     pkt_header->ant         =  raw_header        & ((1<<16)-1);
 #endif
 
@@ -237,11 +237,12 @@ static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, b
 
     // Calculate missing packets.
     block_missed_pkt_cnt = N_PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
+    //fprintf(stderr, "Packets in block %d: %d, N_PACKETS_PER_BLOCK: %d, N_PACKETS_PER_BLOCK_PER_F: %d,  mod_cnt: %d\n", block_i, binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK,  N_PACKETS_PER_BLOCK_PER_F, block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F);
     // If we missed more than N_PACKETS_PER_BLOCK_PER_F, then assume we
     // are missing one or more F engines.  Any missed packets beyond an
     // integer multiple of N_PACKETS_PER_BLOCK_PER_F will be considered
     // as dropped packets.
-    block_missed_feng    = block_missed_pkt_cnt / N_PACKETS_PER_BLOCK_PER_F;
+    block_missed_feng    = N_INPUTS_PER_PACKET / 2 * block_missed_pkt_cnt / N_PACKETS_PER_BLOCK_PER_F;
     block_missed_mod_cnt = block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F;
 
     // Reinitialize our XID to -1 (unknown until read from status buffer)
@@ -283,7 +284,7 @@ static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_
     }
 
     //binfo->t = pkt_header->time;
-    binfo->m = (pkt_header->mcnt % N_TIME_PER_BLOCK) / N_TIME_PER_PACKET;
+    binfo->m = ((pkt_header->mcnt/TIME_DEMUX) % N_TIME_PER_BLOCK) / N_TIME_PER_PACKET;
     binfo->a = pkt_header->ant;
     binfo->c = pkt_header->chan % Nc;
 
@@ -295,7 +296,7 @@ static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_
 
 // This allows packets to be two full databufs late without being considered
 // out of sequence.
-#define LATE_PKT_MCNT_THRESHOLD (2*N_TIME_PER_BLOCK*N_INPUT_BLOCKS)
+#define LATE_PKT_MCNT_THRESHOLD (2*TIME_DEMUX*N_TIME_PER_BLOCK*N_INPUT_BLOCKS)
 
 // Initialize a block by clearing its "good data" flag and saving the first
 // (i.e. earliest) mcnt of the block.  Note that mcnt does not have to be a
@@ -335,7 +336,7 @@ static inline void initialize_block_info(block_info_t * binfo)
 
     // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
     binfo->mcnt_start = 0;
-    binfo->mcnt_log_late = N_TIME_PER_BLOCK;
+    binfo->mcnt_log_late = N_TIME_PER_BLOCK*TIME_DEMUX;
     binfo->block_i = 0;
 
     binfo->out_of_seq_cnt = 0;
@@ -399,8 +400,8 @@ static inline uint64_t process_packet(
     //fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d\n", pkt_header.mcnt,
     //    pkt_header.time, pkt_header.ant, pkt_header.chan);
     //if(pkt_header.ant==0){
-    //    fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d\n", pkt_header.mcnt,
-    //    pkt_header.time, pkt_header.ant, pkt_header.chan);
+    //    fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d, block:%d \n", pkt_header.mcnt,
+    //    pkt_header.time, pkt_header.ant, pkt_header.chan, pkt_block_i);
     //}
     //if(pkt_header.ant==69){
     //    fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d\n", pkt_header.mcnt,
@@ -412,16 +413,16 @@ static inline uint64_t process_packet(
     //}
 
     // We expect packets for the current block, the next block, and the block after.
-    if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*N_TIME_PER_BLOCK) {
+    if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*N_TIME_PER_BLOCK*TIME_DEMUX) {
 	// If the packet is for the block after the next block (i.e. current
 	// block + 2 blocks)
-	if(pkt_mcnt_dist >= 2*N_TIME_PER_BLOCK) {
+	if(pkt_mcnt_dist >= 2*N_TIME_PER_BLOCK*TIME_DEMUX) {
 	    // Mark the current block as filled
 	    netmcnt = set_block_filled(paper_input_databuf_p, &binfo);
 
 	    // Advance mcnt_start to next block
-	    cur_mcnt += N_TIME_PER_BLOCK;
-	    binfo.mcnt_start += N_TIME_PER_BLOCK;
+	    cur_mcnt += N_TIME_PER_BLOCK*TIME_DEMUX;
+	    binfo.mcnt_start += N_TIME_PER_BLOCK*TIME_DEMUX;
 	    binfo.block_i = (binfo.block_i + 1) % N_INPUT_BLOCKS;
 
 	    // Wait (hopefully not long!) to acquire the block after next (i.e.
@@ -495,7 +496,7 @@ static inline uint64_t process_packet(
 	if(cur_mcnt != 0 && binfo.out_of_seq_cnt == 0) {
 	    hashpipe_warn("hera_pktsock_thread",
 		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
-		    pkt_mcnt, cur_mcnt, cur_mcnt+3*N_TIME_PER_BLOCK);
+		    pkt_mcnt, cur_mcnt, cur_mcnt+3*N_TIME_PER_BLOCK*TIME_DEMUX);
 	}
 
 	// Increment out-of-seq packet counter
@@ -511,14 +512,14 @@ static inline uint64_t process_packet(
 	    // same databuf block as the old current mcnt.
 	    if(binfo.block_i > pkt_block_i) {
 		// Advance pkt_mcnt to correspond to binfo.block_i
-		pkt_mcnt += N_TIME_PER_BLOCK*(binfo.block_i - pkt_block_i);
+		pkt_mcnt += TIME_DEMUX*N_TIME_PER_BLOCK*(binfo.block_i - pkt_block_i);
 	    } else if(binfo.block_i < pkt_block_i) {
 		// Advance pkt_mcnt to binfo.block_i + N_INPUT_BLOCKS blocks
-		pkt_mcnt += N_TIME_PER_BLOCK*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
+		pkt_mcnt += TIME_DEMUX*N_TIME_PER_BLOCK*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
 	    }
 	    // Round pkt_mcnt down to nearest multiple of Nm
 	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%N_TIME_PER_BLOCK);
-	    binfo.mcnt_log_late = binfo.mcnt_start + N_TIME_PER_BLOCK;
+	    binfo.mcnt_log_late = binfo.mcnt_start + N_TIME_PER_BLOCK*TIME_DEMUX;
 	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
 	    hashpipe_warn("hera_pktsock_thread",
 		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx",
@@ -526,7 +527,7 @@ static inline uint64_t process_packet(
 	    // Reinitialize/recycle our two already acquired blocks with new
 	    // mcnt values.
 	    initialize_block(paper_input_databuf_p, binfo.mcnt_start);
-	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+N_TIME_PER_BLOCK);
+	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+TIME_DEMUX*N_TIME_PER_BLOCK);
 	    // Reset binfo's packet counters for these blocks.
 	    binfo.block_packet_counter[binfo.block_i] = 0;
 	    binfo.block_packet_counter[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;
@@ -665,7 +666,7 @@ static void *run(hashpipe_thread_args_t * args)
 
     // Initialize the newly acquired block
     initialize_block(db, 0);
-    initialize_block(db, N_TIME_PER_BLOCK);
+    initialize_block(db, N_TIME_PER_BLOCK*TIME_DEMUX);
 
     /* Read network params */
     int bindport = 8511;
diff --git a/src/paper_ctl.py b/src/paper_ctl.py
new file mode 100755
index 00000000..5fa30b5d
--- /dev/null
+++ b/src/paper_ctl.py
@@ -0,0 +1,82 @@
+#!/usr/bin/env python
+
+import redis
+import time
+import argparse
+
+def mcnts_per_second(sample_rate=500e6, spectra_len=8192, round_to=2):
+    """
+    Return number of MCNTs in 1 second. For HERA, but not in general,
+    this is the same as the number of spectra in 1 second.
+    sample_rate: ADC clock rate in MHz
+    spectra_len: Number of frequency channels in 1 F-Engine spectra (prior to any subselecting)
+    round_to   : Output the number of mcnts per second rounded up to a multiple of this number
+    """
+    return round_to * (int(sample_rate / (spectra_len * 2) + (round_to - 1)) // round_to)
+
+
+parser = argparse.ArgumentParser(description='Turn on and off the HERA correlator',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+parser.add_argument('action',type=str,
+                    help = 'Action: "start"|"stop": start|stop the correlator.')
+parser.add_argument('-n', dest='acclen', type=int, default=64*2048,
+                    help ='Number of spectra to accumulate')
+parser.add_argument('-t', dest='starttime', type=float, default=time.time()+5,
+                    help ='UNIX time to start observations. Default is NOW+5s')
+parser.add_argument('-x', dest='xhosts', type=int, default=16,
+                    help ='Number of GPU hosts')
+parser.add_argument('-i', dest='xinstances_per_host', type=int, default=2,
+                    help ='Number of X-engine instances per GPU host')
+parser.add_argument('-r', dest='redishost', type=str, default='redishost',
+                    help ='Hostname of redis server')
+args = parser.parse_args()
+
+if args.action not in ['start', 'stop']:
+    print 'Available actions are "start" and "stop"'
+    exit
+
+# Make status keys for the various X-engine instances which identify their redis entries
+status_keys = []
+xinstances = args.xhosts * args.xinstances_per_host
+for xhost in range(1, args.xhosts+1):
+    for instance in range(args.xinstances_per_host):
+        status_keys += ['hashpipe://px%d/%d/status' % (xhost, instance)]
+
+rdb = redis.Redis(args.redishost)
+
+if args.action == 'start':
+    gpumcnts = [rdb.hget(skey, 'GPUMCNT') for skey in status_keys]
+    
+    n_missing_mcnts = gpumcnts.count(None)
+    if n_missing_mcnts == xinstances:
+        print 'Could\'t find any GPUMCNT values. Cannot start'
+        exit
+    elif n_missing_mcnts > 0:
+        print 'WARNING: Missing GPUMCNT values from instances' % n_missing_mcnts
+
+    # try and convert these to integers. Skip on failure (probably means the value is "None")
+    for i in range(len(gpumcnts)):
+        try:
+            gpumcnts[i] = int(gpumcnts[i])
+        except:
+            pass
+
+    # Delay before starting, in MCNTs, rounded to 4096
+    time_delay = args.starttime - time.time()
+    delay_mcnts = 4096 * ((int(time_delay * mcnts_per_second()) + 2047) / 4096)
+    
+    # MCNT to start on. Don't need to round, becase gpumcnts has to be aligned to a block boundary
+    trig_mcnt = max(gpumcnts) + delay_mcnts
+
+    print 'Current MCNTs are:', gpumcnts
+    print 'MCNTs per second: %.1f' % mcnts_per_second()
+    print 'Trigger MCNT: %d' % trig_mcnt
+    print 'Trigger time is %.1f seconds in the future' % time_delay
+
+    # Use the hashpipe publish channel to update keys in all status buffers.
+    # See the docstring at https://github.com/david-macmahon/rb-hashpipe/blob/master/bin/hashpipe_redis_gateway.rb
+    # for details about formatting
+    
+    msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt, args.acclen)
+    rdb.publish("hashpipe:///set", msg)
+
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index a377492b..a4865798 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -7,9 +7,13 @@
 
 // Determined by F engine
 #define N_CHAN_TOTAL 6144
-#define N_FENGINES   208
+#define N_FENGINES   192
 #define N_CHAN_PER_F N_CHAN_TOTAL
 
+// Number of separate X-engines which deal with
+// alternate time chunks
+#define TIME_DEMUX 2
+
 // Determined by F engine packetizer
 #define N_INPUTS_PER_PACKET  6
 #define N_CHAN_PER_PACKET    384
@@ -29,7 +33,7 @@
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / 2048)
 #define N_BYTES_PER_BLOCK            (N_TIME_PER_BLOCK * N_CHAN_PER_X * N_INPUTS)
 #define N_PACKETS_PER_BLOCK          (N_BYTES_PER_BLOCK / N_BYTES_PER_PACKET)
-#define N_PACKETS_PER_BLOCK_PER_F    (N_PACKETS_PER_BLOCK / N_FENGINES)
+#define N_PACKETS_PER_BLOCK_PER_F    (N_PACKETS_PER_BLOCK * N_INPUTS_PER_PACKET / 2 / N_FENGINES)
 
 // Validate packet dimensions
 #if    N_BYTES_PER_PACKET != (N_TIME_PER_PACKET*N_CHAN_PER_PACKET*N_INPUTS_PER_PACKET)
diff --git a/src/paper_fake_net_thread.c b/src/paper_fake_net_thread.c
index 3f5224ba..c1a8e285 100644
--- a/src/paper_fake_net_thread.c
+++ b/src/paper_fake_net_thread.c
@@ -27,10 +27,11 @@ static void *run(hashpipe_thread_args_t * args)
     const char * status_key = args->thread_desc->skey;
 
     /* Main loop */
-    int i, rv;
+    //int i, rv;
+    int rv;
     uint64_t mcnt = 0;
-    uint64_t *data;
-    int m,a,t,c;
+    //uint64_t *data;
+    //int m,a,t,c;
 #ifdef FAKE_TEST_INPUT1
     int a1;
 #endif
@@ -70,15 +71,15 @@ static void *run(hashpipe_thread_args_t * args)
         hashpipe_status_lock_safe(&st);
         hputs(st.buf, status_key, "receiving");
         hputi4(st.buf, "NETBKOUT", block_idx);
-        hputi4(st.buf, "NETMCNT", mcnt);
+        hputu8(st.buf, "NETMCNT", mcnt);
         hashpipe_status_unlock_safe(&st);
  
         // Fill in sub-block headers
-        for(i=0; i<N_PACKETS_PER_BLOCK; i++) {
-          db->block[block_idx].header.good_data = 1;
-          db->block[block_idx].header.mcnt = mcnt;
-          mcnt+=Nm;
-        }
+        //for(i=0; i<N_PACKETS_PER_BLOCK; i++) {
+        db->block[block_idx].header.good_data = 1;
+        db->block[block_idx].header.mcnt = mcnt;
+        mcnt+=Nm;
+        //}
 
 #ifndef FAKE_TEST_INPUT
 #define FAKE_TEST_INPUT 0
@@ -92,25 +93,25 @@ static void *run(hashpipe_thread_args_t * args)
 
         // For testing, zero out block and set input FAKE_TEST_INPUT, FAKE_TEST_CHAN to
         // all -16 (-1 * 16)
-        data = db->block[block_idx].data;
-        memset(data, 0, N_BYTES_PER_BLOCK);
+        //data = db->block[block_idx].data;
+        //memset(data, 0, N_BYTES_PER_BLOCK);
 
-        c = FAKE_TEST_CHAN;
-        a = FAKE_TEST_FID;
+        //c = FAKE_TEST_CHAN;
+        //a = FAKE_TEST_FID;
 #ifdef FAKE_TEST_INPUT1
 #define FAKE_TEST_FID1 (FAKE_TEST_INPUT1/N_INPUTS_PER_PACKET)
         a1 = FAKE_TEST_FID1;
 #endif
-        for(m=0; m<Nm; m++) {
-          for(t=0; t<Nt; t++) {
-            data[paper_input_databuf_data_idx(m,a,c,t)] =
-              ((uint64_t)0xf0) << (8*(7-(FAKE_TEST_INPUT%N_INPUTS_PER_PACKET)));
+        //for(m=0; m<Nm; m++) {
+        //  for(t=0; t<Nt; t++) {
+            //data[paper_input_databuf_data_idx(m,a,c,t)] =
+            //  ((uint64_t)0xf0) << (8*(7-(FAKE_TEST_INPUT%N_INPUTS_PER_PACKET)));
 #ifdef FAKE_TEST_INPUT1
             data[paper_input_databuf_data_idx(m,a1,c,t)] =
               ((uint64_t)0xf0) << (8*(7-(FAKE_TEST_INPUT1%N_INPUTS_PER_PACKET)));
 #endif
-          }
-        }
+        //  }
+        //}
 
         // Mark block as full
         paper_input_databuf_set_filled(db, block_idx);
diff --git a/src/paper_gpu_output_thread.c b/src/paper_gpu_output_thread.c
index 9e36b6fe..6eb47911 100644
--- a/src/paper_gpu_output_thread.c
+++ b/src/paper_gpu_output_thread.c
@@ -195,7 +195,7 @@ static XGPUInfo xgpu_info;
 //   10 megabit per second = 100 nanosecond per bit
 //#define PACKET_DELAY_NS (4 * 10 * 8 * BYTES_PER_PACKET)
 // Really trickle it out...
-#define PACKET_DELAY_NS (10*8 * BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (4*8 * BYTES_PER_PACKET)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;
diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index 8d65ec26..b9c9878f 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -144,7 +144,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
               hgeti4(st.buf, "INTCOUNT", &int_count);
               hashpipe_status_unlock_safe(&st);
               // Compute last mcount
-              last_mcount = start_mcount + (int_count-N_TIME_PER_BLOCK);// * N_SUB_BLOCKS_PER_INPUT_BLOCK;
+              last_mcount = start_mcount + TIME_DEMUX*(int_count-N_TIME_PER_BLOCK);// * N_SUB_BLOCKS_PER_INPUT_BLOCK;
               fprintf(stderr, "Accumulating to mcount: %lu\n", last_mcount);
             // Else (missed starting mcount)
             } else {
@@ -226,7 +226,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
             hashpipe_status_unlock_safe(&st);
           } else {
             // Advance last_mcount for end of next integration
-            last_mcount += int_count;// * N_SUB_BLOCKS_PER_INPUT_BLOCK;
+            last_mcount += TIME_DEMUX*int_count;// * N_SUB_BLOCKS_PER_INPUT_BLOCK;
           }
 
           // Mark output block as full and advance
diff --git a/src/paper_init.sh b/src/paper_init.sh
index 1d5bee7b..652c3f79 100755
--- a/src/paper_init.sh
+++ b/src/paper_init.sh
@@ -15,7 +15,7 @@ myip=$(getip $(hostname))
 # If a pxN match is found, mypx gets set to N (i.e. just the numeric part).
 # If no match is found, mypx will be empty.
 mypx=
-for p in {1..8}
+for p in {1..16}
 do
   ip=$(getip px${p})
   [ "${myip}" == "${ip}" ] || continue
@@ -127,12 +127,14 @@ case ${hostname} in
     #                               GPU       NET FLF GPU OUT
     # mask  bind_host               DEV  XID  CPU CPU CPU CPU
     # Calculate XIDs based on mypx
-    xid0=$(( 1*(mypx-1)    ))
+    xid0=$(( 2*(mypx-1)    ))
+    xid1=$(( 2*(mypx-1) + 1))
 
     instances=( 
       #                               GPU       NET FLF GPU OUT
       # mask  bind_host               DEV  XID  CPU CPU CPU CPU
-      "0x00ff ${hostname}-2.tenge.pvt  0  $xid0  1   2   4   6" # Instance 0, eth2
+      "0x00ff eth3                     0  $xid0  0   1   2   3" # Instance 0, eth3
+      "0xff00 eth5                     1  $xid1  8   9   10  11" # Instance 1, eth5
     );;
 
   *)
@@ -169,7 +171,7 @@ function init() {
     -o BINDHOST=$bindhost \
     -o GPUDEV=$gpudev \
     -o XID=$xid \
-    -c $netcpu paper_fake_net_thread \
+    -c $netcpu hera_pktsock_thread \
     -c $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
     -c $outcpu paper_gpu_output_thread
@@ -179,7 +181,7 @@ function init() {
     -o BINDHOST=$bindhost \
     -o GPUDEV=$gpudev \
     -o XID=$xid \
-    -c $netcpu paper_fake_net_thread \
+    -c $netcpu hera_pktsock_thread \
     -c $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
     -c $outcpu paper_gpu_output_thread \
diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index 62307ea6..9425997d 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -36,7 +36,7 @@ exit $1
 do_f=
 do_x=
 do_c=
-paper_init=paper_pktsock_init.sh
+paper_init=paper_init.sh
 xc=X
 ctmode=0
 
@@ -131,7 +131,7 @@ then
   echo Starting $xc Engine instances on $xhosts
   for x in $xhosts
   do
-    ssh $x ${paper_init} 0 1 2 3 &
+    ssh $x ${paper_init} 0 1 &
   done
 
   wait
@@ -141,10 +141,10 @@ then
   for x in $xhosts
   do
     # Start two gateways on each host: one gateway per NUMA node, two instances
-    # per gateway.  The gateways run on the OS core (0 or 6)
+    # per gateway.  The gateways run on the OS core (0 or 8)
     ssh $x "
       taskset 0x0001 hashpipe_redis_gateway.rb -g $x -i 0,1;
-      taskset 0x0040 hashpipe_redis_gateway.rb -g $x -i 2,3
+      taskset 0x0100 hashpipe_redis_gateway.rb -g $x -i 2,3
     "
   done
 
@@ -153,7 +153,7 @@ then
 
   # Turn off HOLD flag on all instances
   echo Enabling all X Engine network threads
-  for i in 3 2 1 0
+  for i in 1 0
   do
     for x in $xhosts
     do
@@ -165,7 +165,7 @@ then
 
   # Reset all NET{WAT,REC,PRC}M{N,X} counters
   echo Resetting all network stats counters
-  for i in 3 2 1 0
+  for i in 1 0
   do
     for x in $xhosts
     do

From f3caedabbca68789990b577a0546c3319f421d47 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Thu, 12 Jul 2018 14:14:33 -0700
Subject: [PATCH 049/420] Add rudimentary hdf5 file writing code

Add a template hdf5 file writing routine to play with.
I suck at Makefiles, probably this is badly done.
"If it compiles, ship it".
---
 src/hera_hdf5.h       | 52 +++++++++++++++++++++++++++++++++++++++++++
 src/hera_write_hdf5.c | 40 +++++++++++++++++++++++++++++++++
 2 files changed, 92 insertions(+)
 create mode 100644 src/hera_hdf5.h
 create mode 100644 src/hera_write_hdf5.c

diff --git a/src/hera_hdf5.h b/src/hera_hdf5.h
new file mode 100644
index 00000000..c618cf7e
--- /dev/null
+++ b/src/hera_hdf5.h
@@ -0,0 +1,52 @@
+#ifndef _HERA_HDF5_H
+#define _HERA_HDF5_H
+
+#include "paper_databuf.h"
+
+#define N_BASELINES ((N_ANTS * (N_ANTS + 1)) / 2)
+
+// HERA HDF5 header fields, based on PLP's sample file
+// Comment descriptions are guesses
+typedef struct hdf5_extra_keywords {
+  uint64_t foo;
+} hdf5_extra_keywords_t;
+
+typedef struct hdf5_header {
+  int64_t Nants_data;      // Number of antennas for which data are valid
+  int64_t Nants_telescope; // Number of antennas in telescope
+  int64_t Nbls;            // Number of visibilities in dataset
+  int64_t Nblts;           // ???
+  int64_t Nfreqs;          // Number of frequency channels in dataset
+  int64_t Npols;           // Number of polarizations in dataset
+  int64_t Nspws;           // ??
+  int64_t Ntimes;          // Number of times in dataset
+  double  altitude;        // Array altitude in some unit
+  int64_t ant_1_array[N_BASELINES]; // Array of first antenna in each baseline 
+  int64_t ant_2_array[N_BASELINES]; // Array of second antenna in each baseline 
+  double  antenna_diameters[N_ANTS]; // Antenna diameters in ? units
+  char    antenna_names[N_ANTS][32]; // Antenna names
+  int64_t antenna_numbers[N_ANTS];   // HERA-spec antenna numbers
+  double  antenna_positions[N_ANTS][3]; // Antenna locations in ? units
+  double  channel_width; // Frequency channel width in ? units
+  struct hdf5_extra_keywords extra_keywords; // Extra keywords(!)
+  double  freq_array[N_CHAN_TOTAL]; // Frequency channel centers in ? units
+  char    history[1024]; // history string
+  char    instrument[32]; // Instrument name
+  double  integration_time; // Integration time in ? units
+  double  latitude; // Array latitude in ? units
+  double  longitude; // Array longitude in ? units
+  double  *lst_array; // Array of LST's for each time sample?
+  char    object_name[32]; // Name of astronomical source
+  char    phase_type[32]; // Type of phasing (zenith, none, to source) in this data set
+  int64_t polarization_array; // Polarization of data in this data setby integer key
+  int64_t *spw_array;
+  char    telescope_name[32]; // How is this different to "instrument"?
+  double  *time_array; // Times (UTC / Unix / MJD ?) of time samples
+  double  *uvw_array[N_ANTS][3]; // UVW co-ords of antennas
+  char    vis_units[32];
+  double  zenith_dec;
+  double  zenith_ra;
+} hdf5_header_t;
+
+  
+#endif // _HERA_HDF5_H
diff --git a/src/hera_write_hdf5.c b/src/hera_write_hdf5.c
new file mode 100644
index 00000000..75483443
--- /dev/null
+++ b/src/hera_write_hdf5.c
@@ -0,0 +1,40 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <time.h>
+#include <hdf5.h>
+
+#include "hera_hdf5.h"
+
+#define FILENAME "/tmp/foo.h5"
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+void foo_write_hdf5()
+{
+  hid_t file_id, dataspace_id, dataset_id;
+  hsize_t dims[4];
+  herr_t status;
+  
+  file_id = H5Fcreate(FILENAME, H5F_ACC_TRUNC, H5P_DEFAULT, H5P_DEFAULT);
+  dims[0] = 1;
+  dims[1] = 2;
+  dims[2] = 3;
+  dims[3] = 4;
+  dataspace_id = H5Screate_simple(4, dims, NULL);
+  
+  dataset_id = H5Dcreate2(file_id, "bar", H5T_STD_I32BE, dataspace_id, 
+                          H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT);
+
+  status = H5Dclose(dataset_id);
+  status = H5Sclose(dataspace_id);
+  status = H5Fclose(file_id);
+  fprintf(stderr, "%d", (int)status);
+  
+}
+
+int main(int argc, char *argv[])
+{
+  foo_write_hdf5();
+  return 0;
+}

From 23836c69b9706ad62ec0275888e762355b757e0b Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Sat, 14 Jul 2018 16:44:17 -0700
Subject: [PATCH 050/420] More HDF5 early development

---
 src/Makefile.am       | 13 ++++++++-
 src/configure.ac      |  2 +-
 src/hera_write_hdf5.c | 64 ++++++++++++++++++++++++++++++++++---------
 3 files changed, 64 insertions(+), 15 deletions(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index a6107f9e..b3140e1a 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -3,6 +3,7 @@ AM_CPPFLAGS     =
 
 AM_CPPFLAGS += -I"@HASHPIPE_INCDIR@"
 AM_CPPFLAGS += -I"@XGPU_INCDIR@"
+AM_CPPFLAGS += -I/usr/include/hdf5/serial/
 
 # AM_CFLAGS is used for all C compiles
 #AM_CFLAGS = -ggdb -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2
@@ -23,6 +24,9 @@ paper_threads = paper_fake_net_thread.c       \
 paper_fluff = paper_fluff.h \
 	      paper_fluff.c
 
+hera_capture = hera_hdf5.h \
+               hera_write_hdf5.c
+
 # This is the paper_gpu plugin itself
 lib_LTLIBRARIES = paper_gpu.la
 paper_gpu_la_SOURCES  = $(paper_databuf) $(paper_threads) $(paper_fluff)
@@ -38,11 +42,18 @@ dist_bin_SCRIPTS = paper_init.sh \
 		   xtor_up.sh
 
 # Non-installed test programs
-noinst_PROGRAMS = paper_fluff_test
+noinst_PROGRAMS = paper_fluff_test hera_write_hdf5
 paper_fluff_test_SOURCES = paper_fluff_test.c $(paper_fluff)
 # The paper_fluff_test_CFLAGS is an autotools workaround.
 # http://www.gnu.org/software/automake/manual/html_node/Objects-created-both-with-libtool-and-without.html
 paper_fluff_test_CFLAGS = $(AM_CFLAGS)
 paper_fluff_test_LDADD = -lrt
 
+hera_write_hdf5_SOURCES = hera_write_hdf5 $(hera_capture)
+# The hera_write_hdf5_CFLAGS is an autotools workaround.
+# http://www.gnu.org/software/automake/manual/html_node/Objects-created-both-with-libtool-and-without.html
+hera_write_hdf5_CFLAGS = -O3 -Wall -Werror -fno-strict-aliasing -mavx2 -march=native -funroll-loops
+hera_write_hdf5_LDADD = -lrt -lpthread -lsz -lz -ldl -lm
+hera_write_hdf5_LDFLAGS = -L/usr/lib/x86_64-linux-gnu/hdf5/serial /usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5_hl.a /usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5.a
+
 # vi: set ts=8 noet :
diff --git a/src/configure.ac b/src/configure.ac
index ca039fd8..b62ba4bc 100644
--- a/src/configure.ac
+++ b/src/configure.ac
@@ -30,7 +30,7 @@ AC_CHECK_LIB([rt], [clock_gettime])
 AC_CHECK_LIB([z], [crc32])
 
 # Checks for header files.
-AC_CHECK_HEADERS([netdb.h stdint.h stdlib.h string.h sys/socket.h sys/time.h unistd.h zlib.h])
+AC_CHECK_HEADERS([netdb.h stdint.h stdlib.h string.h sys/socket.h sys/time.h unistd.h zlib.h hdf5.h])
 
 # Checks for typedefs, structures, and compiler characteristics.
 AC_C_INLINE
diff --git a/src/hera_write_hdf5.c b/src/hera_write_hdf5.c
index 75483443..003f944b 100644
--- a/src/hera_write_hdf5.c
+++ b/src/hera_write_hdf5.c
@@ -10,24 +10,62 @@
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
 
-void foo_write_hdf5()
+#define H5_WRITE_HEADER_I64(group_id, h5_name, val, dims) \
+  dataspace_id = H5Screate_simple(1, dims, NULL); \
+  dataset_id = H5Dcreate2(group_id, h5_name, H5T_STD_I64LE, dataspace_id,\
+                        H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT); \
+  H5Dwrite(dataset_id, H5T_NATIVE_INT, H5S_ALL, H5S_ALL, H5P_DEFAULT, &(val)); \
+  H5Sclose(dataspace_id); \
+  H5Dclose(dataset_id)
+
+
+
+// Write the header contents of hdf5 header struct to
+// a new group "Header" of the HDF5 file referenced by `file_id`
+void write_hdf5_header(struct hdf5_header *header, hid_t file_id)
 {
-  hid_t file_id, dataspace_id, dataset_id;
+  hid_t group_id, dataset_id, dataspace_id;
   hsize_t dims[4];
+
+  group_id = H5Gcreate2(file_id, "Header", H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT);
+
+  dims[0] = 1;
+  H5_WRITE_HEADER_I64(group_id, "Nants_data", header->Nants_data, dims);
+  H5_WRITE_HEADER_I64(group_id, "Nants_telescope", header->Nants_telescope, dims);
+  H5_WRITE_HEADER_I64(group_id, "Nbls", header->Nbls, dims);
+  H5_WRITE_HEADER_I64(group_id, "Nblts", header->Nblts, dims);
+  H5_WRITE_HEADER_I64(group_id, "Nfreqs", header->Nfreqs, dims);
+  H5_WRITE_HEADER_I64(group_id, "Npols", header->Npols, dims);
+  H5_WRITE_HEADER_I64(group_id, "Nspws", header->Nspws, dims);
+  H5_WRITE_HEADER_I64(group_id, "Ntimes", header->Ntimes, dims);
+  H5Gclose(group_id);
+}
+
+struct hdf5_header * initialize_header()
+{
+  struct hdf5_header * header;
+  header = calloc(1, sizeof(hdf5_header_t));
+
+  header->Nants_data = N_ANTS;
+  header->Nants_telescope = N_ANTS;
+  header->Nbls = 0;//N_BLS;
+  header->Nfreqs = N_CHAN_TOTAL;
+  header->Npols = 4;
+  return header;
+}
+
+void write_hdf5()
+{
+  struct hdf5_header * header;
+  header =  initialize_header();
+
+  hid_t file_id;
   herr_t status;
   
   file_id = H5Fcreate(FILENAME, H5F_ACC_TRUNC, H5P_DEFAULT, H5P_DEFAULT);
-  dims[0] = 1;
-  dims[1] = 2;
-  dims[2] = 3;
-  dims[3] = 4;
-  dataspace_id = H5Screate_simple(4, dims, NULL);
-  
-  dataset_id = H5Dcreate2(file_id, "bar", H5T_STD_I32BE, dataspace_id, 
-                          H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT);
 
-  status = H5Dclose(dataset_id);
-  status = H5Sclose(dataspace_id);
+  write_hdf5_header(header, file_id);
+
   status = H5Fclose(file_id);
   fprintf(stderr, "%d", (int)status);
   
@@ -35,6 +73,6 @@ void foo_write_hdf5()
 
 int main(int argc, char *argv[])
 {
-  foo_write_hdf5();
+  write_hdf5();
   return 0;
 }

From 20396c87a3b537750ce1fe81bb5a0cddbc35063e Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Sat, 14 Jul 2018 16:45:28 -0700
Subject: [PATCH 051/420] Update output thread

Simplify output packet format, so that it just includes a header of
mcnt, packet offset, payload length and xengine id.
Possibly want to add an explicit channel number (although this
is mostly redundant with xeng_id).

Capturing output data with antenna-varying and freq-varying
test vectors from SNAPs all look OK.

TODO: scriptify formal reproducible tests, including software-based
noise injection.
---
 src/hera_pktsock_thread.c         |   2 +-
 src/paper_databuf.h               |   2 +-
 src/paper_gpu_cpu_output_thread.c |   4 +-
 src/paper_gpu_output_thread.c     | 214 ++++++------------------------
 4 files changed, 46 insertions(+), 176 deletions(-)

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index a24863b1..a3560750 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -466,7 +466,7 @@ static inline uint64_t process_packet(
 	// Copy data into buffer
         for(i=0; i<N_INPUTS_PER_PACKET/2; i++) {
 	    // Calculate starting points for unpacking this packet into block's data buffer.
-	    dest_p = paper_input_databuf_p->block[pkt_block_i].data
+	    dest_p = (uint64_t *)(paper_input_databuf_p->block[pkt_block_i].data)
 	        + paper_input_databuf_data_idx(binfo.m, binfo.a + i, binfo.c, 0); //time index is always zero
             //fprintf(stdout, "m:%d, a:%d, c:%d, %lu\n", binfo.m, binfo.a, binfo.c, paper_input_databuf_data_idx(binfo.m, binfo.a, binfo.c, 0));
 	    payload_p        = (uint64_t *)(PKT_UDP_DATA(p_frame)+8+(i*2*N_CHAN_PER_PACKET*N_TIME_PER_PACKET));
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index a4865798..9ef34133 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -242,7 +242,7 @@ typedef uint8_t paper_output_header_cache_alignment[
 typedef struct paper_output_block {
   paper_output_header_t header;
   paper_output_header_cache_alignment padding; // Maintain cache alignment
-  float data[N_OUTPUT_MATRIX];
+  int32_t data[N_OUTPUT_MATRIX];
 } paper_output_block_t;
 
 typedef struct paper_output_databuf {
diff --git a/src/paper_gpu_cpu_output_thread.c b/src/paper_gpu_cpu_output_thread.c
index 6e4cfe61..4c97c938 100644
--- a/src/paper_gpu_cpu_output_thread.c
+++ b/src/paper_gpu_cpu_output_thread.c
@@ -86,8 +86,8 @@ static void *run(hashpipe_thread_args_t * args)
 
         // Compare blocks
         error_count = 0.0;
-        gpu_data = db->block[block_idx[0]].data;
-        cpu_data = db->block[block_idx[1]].data;
+        gpu_data = (float *) db->block[block_idx[0]].data;
+        cpu_data = (float *) db->block[block_idx[1]].data;
         for(i=0; i<xgpu_info.matLength; i+=2) {
             if(zabs(cpu_data,i) == 0) {
                 error = zabs(gpu_data,i);
diff --git a/src/paper_gpu_output_thread.c b/src/paper_gpu_output_thread.c
index 6eb47911..c38f1bfe 100644
--- a/src/paper_gpu_output_thread.c
+++ b/src/paper_gpu_output_thread.c
@@ -19,183 +19,58 @@
 #include "hashpipe.h"
 #include "paper_databuf.h"
 
-// The PAPER cn_rx.py script receives UDP packets from multiple X engines and
-// assimilates them into a MIRIAD dataset.  The format of the packets appears
-// to be an early version of SPEAD, but they are clearly *not* compatible with
-// SPEAD verison 4.  The format of the packets, based on a reverse engineering
-// of both the transmit and receive side of the existing code, is documented
-// here.
-//
-// The packets consist of a header, some number of option values, and payload:
-//
-//   header
-//   option_1
-//   ...
-//   option_N
-//   payload
-//
-// ...where header and option_X are 64 bit values and payload is a sequence of
-// 32 bit integers containing the integration buffer's contents.
-//
-// header consists of the following four 16 bit values...
-//
-//   pkt_type pkt_version 0x0000 N
-//
-// ...where pkt_type is 0x4b52, pkt_version is 0x0003, and N is the number of
-// option values that follow (pkt_version is a guess at that field;s purpose).
-// option_1 through option_N are each 64 bit values in the form...
-//
-//   optid optval
-//
-// ...where optid is a 16 bit value and optval is a 48 bit value.
-//
-// The receive code that unpacks the data is agnostic about the exact number
-// and order of options, but the processing of the unpacked data requires the
-// following options to be present...
-//
-//   INSTIDS == 0x00320003NNNNEEEE, where 0032 is 16 bit optid (decimal 50)
-//                                        0003 is 16 bit instrument_id,
-//                                        NNNN is 16 bit instance_id,
-//                                    and EEEE is 16 bit engine_id.
-//
-//   TIMESTAMP == 0x0003TTTTTTTTTTTT, where 0003 is 16 bit optid (decimal 3),
-//                                      and TTTTTTTTTTTT is 48 bit timestamp
-//                                          (e.g. mcount).
-//
-//   HEAPOFF == 0x0005HHHHHHHHHHHH, where 0005 is 16 bit optid (decimal 5),
-//                                    and HHHHHHHHHHHH is 48 bit heap offset.
-//
-//   PKTINFO == 0x0033LLLLLLCCCCCC, where 0033 is 16 bit optid (decimal 51),
-//                                        LLLLLL is 24 bit length,
-//                                    and CCCCCC is 24 bit count.
-//
-// Also recognized, but apparently unused, by the receiver, are...
-//
-//   CURRERR == 0x0034EEEEEEEEEEEE, where 0034 is 16 bit optid (decimal 52),
-//                                    and EEEEEEEEEEEE is 48 bit error code.
-//
-//   HEAPPTR == 0x0035PPPPPPPPPPPP, where 0035 is 16 bit optid (decimal 53),
-//                                    and PPPPPPPPPPPP is 48 bit heap pointer.
-//
-// Sent by corr_tx.py, but ignored by the receiver are...
-//
-//   HEAPLEN == 0x0004LLLLLLLLLLLL, where 0004 is the 16 bit optid (decimal 4),
-//                                    and LLLLLLLLLLLL is 48 bit heap length.
-//
-// Notes for the various optval fields (some of the info below is speculative
-// at the time of writing):
-//
-//   INSTIDS.instrument_id must be 0x0004, which tels the receive code that the
-//   payload data are 32 bit little endian floats in contiguous channel order.
-//
-//   INSTIDS.instance_id is always sent as 0x0000.
-//
-//   TIMESTAMP.timestamp is scaled mcount used for collating packets from all X
-//   engines.  Not clear whether it is mcount at begining, middle, or end of
-//   integration.  The scaling factor is required to mimic the mcount values
-//   output by the FPGA X engines.  This allows the same catcher software to
-//   work with either FPGA or GPU X engines (or both).  The cacther software
-//   expects the mcount to be a  sample count divided by 128.  In other words,
-//   mcount * 128 = number of 200 Msps samples since the last sync-up with 1
-//   PPS.  The scaling factor is thus:
-//
-//      timestamp = mcount * N_TIME_PER_PACKET * 2 * N_CHAN_TOTAL / 128
-//
-//   HEAPOFF.heap_offset is the offset within the integration buffer from which
-//   the packet's payload originated (each integration buffer requires multiple
-//   packets).  Note that the data order within the overall integration buffer
-//   is pre-defined based on the readout order of the FPGA X engine's
-//   integration buffer.
-//
-//   PKTINFO.legnth is the length in bytes of the packet payload.  Maximum
-//   allowed value is theoretically 8192, but recevier imposes a limit of 4096.
-//
-//   PKTINFO.count is sent as 0x0000 and is unused by the receiver.
-//
-//   The corr_tx.py script sends the unused HEAPPTR option with the most
-//   significant bit of optid set (i.e. optid 0x8035 rather than 0x0035) and
-//   always sends HEAPPTR.heap_pointer as 0.  Since this optid is not
-//   recognized by the receiver, this option is ignored completely by the
-//   receiver (as opposed to being recognized but unused).
-//
-//   The corr_tx.py script always sends the ignored HEAPLEN.heap_length field
-//   as 139264.
-//
-//   The corr_tx.py script sends the options in this order:
-//
-//     INSTIDS
-//     PKTINFO
-//     TIMESTAMP
-//     HEAPLEN (ignored)
-//     HEAPOFF
-//     HEAPPTR (ignored)
+//   Correlator data are sent to a data catcher using a simple UDP packetization
+//   format:
+
+//   uint64_t TIMESTAMP (set to be the MCNT provided by the databuf delivered by the upstream processor)
+//   uint32_t OFFSET (offset in bytes where this packet should be placed in memory to build the complete output)
+//   uint16_t X-ENGINE ID
+//   uint16_t PAYLOAD LENGTH (length of data payload in this packet in bytes)
 
 // Structure for packet header
-//
-// Note that this only accounts for fields actually used by the receiver.
-// Fields sent by corr_tx.py but ignored or not used by the receiver are not
-// sent by this thread.
+
 typedef struct pkthdr {
-  uint64_t header;
-  uint64_t instids;
-  uint64_t pktinfo;
   uint64_t timestamp;
-  uint64_t offset;
-  uint64_t heaplen; // for padding to 128 byte header; ignored by receiver
+  uint32_t offset;
+  uint16_t xeng_id;
+  uint16_t payload_len;
 } pkthdr_t;
 
-// BYTES_PER_PACKET is limited by recevier code and must be multiple of 8
-#define BYTES_PER_PACKET 4096
+#define BYTES_PER_PACKET 1024
+
+// Macros for generating values for the pkthdr_t fields
+#define TIMESTAMP(x) (htobe64((uint64_t)x))
+#define OFFSET(x)    (htobe32((uint32_t)x))
+#define XENG_ID(x)    (htobe16((uint16_t)x))
+#define PAYLOAD_LEN(x)    (htobe16((uint16_t)x))
+
+#define CONVERT(x) (htobe32(x))
 
-#ifdef SEND_BE32
 typedef int32_t pktdata_t;
-// TODO Handle Inf and NaNs?  They "should never happen", right?  :-)
-static inline pktdata_t convert(float f)
-{
-  if(f > INT32_MAX) {
-    return INT32_MAX;
-  } else if(f < INT32_MIN+1) {
-    // +1 to keep saturation symmetric
-    return INT32_MIN+1;
-  } else {
-    return (pktdata_t)lroundf(f);
-  }
-}
-#define CONVERT(x) (htobe32(convert(x)))
-#else
-typedef float pktdata_t;
-#define CONVERT(x) (x)
-#endif
 
+// Structure of a packet
 typedef struct pkt {
   pkthdr_t hdr;
   pktdata_t data[BYTES_PER_PACKET/sizeof(pktdata_t)];
 } pkt_t;
 
-// Macros for generating values for the pkthdr_t fields
-#define HEADER (htobe64(0x4b52000300000005))
-#define INSTIDS(x)   (htobe64(0x0032000400000000 | ( (uint64_t)(x) &         0xffff       )))
-#define PKTINFO(x)   (htobe64(0x0033000000000000 | (((uint64_t)(x) &       0xffffff) << 24)))
-#define TIMESTAMP(x) (htobe64(0x0003000000000000 | ( (uint64_t)(x) & 0xffffffffffff       )))
-#define OFFSET(x)    (htobe64(0x0005000000000000 | ( (uint64_t)(x) & 0xffffffffffff       )))
-#define HEAPLEN      (htobe64(0x0004000000000000))
-
 static XGPUInfo xgpu_info;
 
 // PACKET_DELAY_NS is number of nanoseconds to delay between packets.  This is
-// to prevent overflowing the network interface's TX queue.  The delay is 4
-// times longer than necessary for a single packet so that up to 4 instances
-// can dump simulatneously without problems.  For larger correlators running
-// fewer instance per GPU host, this may be too long, but for now it shouldn't
-// be a problem.  Note that this accounts only for the packet's payload (i.e.
+// to prevent overflowing the network interface's TX queue.
+// Keep in mind the total throughput of the network, and also the number
+// of x-engine instances which will be running on each host.
+
+// Note that the below calculations account only for the packet's payload (i.e.
 // it considers the size of the packet header to be negligible).
 //
 // 1000 megabit per second =   1 nanosecond per bit
 //  100 megabit per second =  10 nanosecond per bit
 //   10 megabit per second = 100 nanosecond per bit
-//#define PACKET_DELAY_NS (4 * 10 * 8 * BYTES_PER_PACKET)
-// Really trickle it out...
-#define PACKET_DELAY_NS (4*8 * BYTES_PER_PACKET)
+
+// Set to 200 Mbps -- OK for two instances per node.
+// With 16 nodes, amounts to 6.4 Gbps of data
+#define PACKET_DELAY_NS (2 * 8*BYTES_PER_PACKET)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;
@@ -433,10 +308,8 @@ static void *run(hashpipe_thread_args_t * args)
     hashpipe_status_unlock_safe(&st);
 
     pkt_t pkt;
-    pkt.hdr.header = HEADER;
-    pkt.hdr.instids = INSTIDS(xengine_id);
-    pkt.hdr.pktinfo = PKTINFO(BYTES_PER_PACKET);
-    pkt.hdr.heaplen = HEAPLEN;
+    pkt.hdr.xeng_id = XENG_ID(xengine_id);
+    pkt.hdr.payload_len = PAYLOAD_LEN(BYTES_PER_PACKET);
 
     // TODO Get catcher hostname and port from somewhere
 
@@ -455,6 +328,7 @@ static void *run(hashpipe_thread_args_t * args)
 
 #ifdef TEST_INDEX_CALCS
     int i, j;
+    off_t o;
     for(i=0; i<32; i++) {
       for(j=i; j<32; j++) {
         regtile_index(2*i, 2*j);
@@ -462,7 +336,8 @@ static void *run(hashpipe_thread_args_t * args)
     }
     for(i=0; i<32; i++) {
       for(j=i; j<32; j++) {
-        casper_index(2*i, 2*j);
+        o = casper_index(2*i, 2*j, N_INPUTS);
+        fprintf(stdout, "%d, %d, %d\n", i, j, (int) o);
       }
     }
 #endif
@@ -504,21 +379,15 @@ static void *run(hashpipe_thread_args_t * args)
         hputi4(st.buf, "OUTBLKIN", block_idx);
         hashpipe_status_unlock_safe(&st);
 
-        // Update header's timestamp for this dump.  For historic/unknown
-        // reasons, the catcher expects timestamps to be in units of PFB
-        // samples (even though its source claims ADC samples!) divided by a
-        // mysterious constant value of 128 that is no doubt related to some
-        // FPGA based X engine from the past.
-        pkt.hdr.timestamp = TIMESTAMP(db->block[block_idx].header.mcnt *
-            N_TIME_PER_PACKET * N_CHAN_TOTAL / 128);
-
-        // Init header's offset for this dump
+        // Update header's timestamp for this dump.
+        pkt.hdr.timestamp = TIMESTAMP(db->block[block_idx].header.mcnt);
+        // Reset packet/byte counters to 0
+        pkt.hdr.offset = OFFSET(0);
         uint32_t nbytes = 0;
-        pkt.hdr.offset = OFFSET(nbytes);
 
         // Unpack and convert in packet sized chunks
-        float * pf_re  = db->block[block_idx].data;
-        float * pf_im  = db->block[block_idx].data + xgpu_info.matLength;
+        pktdata_t * pf_re  = db->block[block_idx].data;
+        pktdata_t * pf_im  = db->block[block_idx].data + xgpu_info.matLength;
         pktdata_t * p_out = pkt.data;
         clock_gettime(CLOCK_MONOTONIC, &pkt_start);
         for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++) {
@@ -576,6 +445,7 @@ static void *run(hashpipe_thread_args_t * args)
         hashpipe_status_lock_safe(&st);
         hgetu4(st.buf, "OUTDUMPS", &dumps);
         hputu4(st.buf, "OUTDUMPS", ++dumps);
+        hputu4(st.buf, "OUTBYTES", nbytes);
         hputr4(st.buf, "OUTSECS", (float)ELAPSED_NS(start,stop)/1e9);
         hputr4(st.buf, "OUTMBPS", (1e3*8*bytes_per_dump)/ELAPSED_NS(start,stop));
         hashpipe_status_unlock_safe(&st);

From 8c69671804857ad60acf60718b74c8661977a581 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Sat, 14 Jul 2018 16:48:07 -0700
Subject: [PATCH 052/420] Add simple python catcher script

This grabs a single correlator dump and throws it in
a binary file for manual prodding.
---
 src/catcher.py | 53 ++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 53 insertions(+)
 create mode 100644 src/catcher.py

diff --git a/src/catcher.py b/src/catcher.py
new file mode 100644
index 00000000..39c0d87f
--- /dev/null
+++ b/src/catcher.py
@@ -0,0 +1,53 @@
+import socket
+import numpy as np
+import struct
+import time
+import cPickle as pickle
+
+
+NANTS = 192
+NCHANS = 384
+NWORDS = NANTS * (NANTS+1) / 2 * 2 * 4 * NCHANS
+
+BYTES_PER_PACKET = 1024 + 16
+
+NPACKETS = NWORDS / 256
+print "Expecting %d packets" % NPACKETS
+
+sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+sock.setsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF, 800000)
+
+sock.bind(("0.0.0.0", 7148))
+
+dout = np.zeros(NWORDS, dtype=np.int32)
+
+n = 0
+wait = True
+start = time.time()
+while True:
+    data = sock.recv(BYTES_PER_PACKET)
+    unpacked = struct.unpack('>QLHH', data[0:16])
+    timestamp = unpacked[0]
+    offset = unpacked[1]
+    xeng_id = unpacked[2]
+    payload_len = unpacked[3]
+    if wait: 
+        start = time.time()
+    if (not wait) or (offset == 0):
+        n += 1
+        wait = False
+        #print time, packet_num, xeng_id, payload_len
+        #print dout[256*packet_num:256*(packet_num+1)].shape
+        #print len(unpacked[4:])
+        dout[offset/4:(offset+1024)/4] = np.fromstring(data[16:], dtype='>i')
+        if (offset == ((NPACKETS - 1) * 1024)):
+            break
+
+stop = time.time()
+
+print "%d packets received in %.2f seconds" % (n, stop - start)
+
+print "Dumping packet to disk"
+with open("/tmp/packet.bin", "w") as fh:
+    fh.write(dout.tostring())
+

From ab00877ee8cf1dd3cbd9a181fac386936c06cb8a Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Mon, 23 Jul 2018 20:14:36 -0700
Subject: [PATCH 053/420] Add xGPU submodule

---
 .gitmodules | 3 +++
 xGPU        | 1 +
 2 files changed, 4 insertions(+)
 create mode 100644 .gitmodules
 create mode 160000 xGPU

diff --git a/.gitmodules b/.gitmodules
new file mode 100644
index 00000000..c9200ab0
--- /dev/null
+++ b/.gitmodules
@@ -0,0 +1,3 @@
+[submodule "xGPU"]
+	path = xGPU
+	url = https://github.com/GPU-correlators/xGPU
diff --git a/xGPU b/xGPU
new file mode 160000
index 00000000..63a3681a
--- /dev/null
+++ b/xGPU
@@ -0,0 +1 @@
+Subproject commit 63a3681a4d808729135ebbe7bb58c5e23677f723

From ec14edff3f327e22070dd2943f9d2dbb3bbd469a Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 15 Aug 2018 15:18:52 +0000
Subject: [PATCH 054/420] Make work for hera-corr-head

---
 src/paper_init.sh | 2 +-
 src/xtor_down.sh  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/paper_init.sh b/src/paper_init.sh
index 652c3f79..d57dde01 100755
--- a/src/paper_init.sh
+++ b/src/paper_init.sh
@@ -113,7 +113,7 @@ case ${hostname} in
       "0x0606 ${hostname}-2.tenge.pvt  0  $xid0  2   4   3   4" # Instance 0, eth2
     );;
 
-  hera-gpu*)
+  px*)
     # Setup parameters for two instances.
     # 2 x E5-2620 v4 (disabled-HyperThreading,  8-cores @ 2.1 GHz, 20 MB L3, 8 GT/s QPI, 2667 MHz DRAM)
     # Fluff thread and output thread share a core.
diff --git a/src/xtor_down.sh b/src/xtor_down.sh
index 00d0dc87..8a47d2a5 100755
--- a/src/xtor_down.sh
+++ b/src/xtor_down.sh
@@ -49,7 +49,7 @@ done
 shift $((OPTIND-1))
 
 # Name of PAPER server
-PAPER=paper1
+PAPER=hera-corr-head
 
 # Make sure we are on the PAPER server
 hostname=`hostname -s`

From 69296a440a93c658980668da801412b4c7586766 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 15 Aug 2018 15:19:53 +0000
Subject: [PATCH 055/420] Configure for 192 antennas

---
 INSTALL | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/INSTALL b/INSTALL
index 49ae9393..ad01f0dc 100644
--- a/INSTALL
+++ b/INSTALL
@@ -27,4 +27,11 @@ Example:
 If xGPU is installed under "/usr/local/xgpu16_256_32_titan", you can tell
 configure to find it there like this:
 
-$ ./configure --with-xgpu=/usr/local/xgpu16_256_32_titan
+$ ./configure --with-xgpu=/usr/local/xgpu-1080-dp4a
+
+If you need to build xGPU, it is included as a git submodule in this repository.
+Go into the xGPU/src directory and run (eg, for HERA H2C):
+make clean
+make NSTATION=192 NFREQUENCY=384 NTIME=2048 NTIME_PIPE=1024 CUDA_ARCH=sm_61 DP4A=yes
+sudo make install prefix=/usr/local/xgpu-1080-dp4a
+

From ca3f7d22bb9e85682327a8a6406b6dc5b900bfa3 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 15 Aug 2018 15:20:43 +0000
Subject: [PATCH 056/420] Add catcher packetsocket code

First pass
---
 src/Makefile.am               |   3 +-
 src/hera_catcher_net_thread.c | 521 ++++++++++++++++++++++++++++++++++
 src/paper_databuf.h           |  77 +++++
 src/paper_gpu_output_thread.c |  23 +-
 4 files changed, 609 insertions(+), 15 deletions(-)
 create mode 100644 src/hera_catcher_net_thread.c

diff --git a/src/Makefile.am b/src/Makefile.am
index b3140e1a..8b8ce2b1 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -19,7 +19,8 @@ paper_threads = paper_fake_net_thread.c       \
 		paper_gpu_thread.c            \
 		paper_fluff_thread.c          \
 		hera_pktsock_thread.c         \
-		paper_crc_thread.c
+		paper_crc_thread.c            \
+                hera_catcher_net_thread.c
 
 paper_fluff = paper_fluff.h \
 	      paper_fluff.c
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
new file mode 100644
index 00000000..cbf50c55
--- /dev/null
+++ b/src/hera_catcher_net_thread.c
@@ -0,0 +1,521 @@
+/* hera_pktsock_thread.c
+ *
+ * Routine to read packets from network and put them
+ * into shared memory blocks.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <unistd.h>
+#include <stdint.h>
+#include <string.h>
+#include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <errno.h>
+
+#include <xgpu.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+
+
+#define DEBUG_NET
+
+#ifndef MIN
+#define MIN(a,b) ((a) < (b) ? (a) : (b))
+#endif
+
+#ifndef MAX
+#define MAX(a,b) ((a) > (b) ? (a) : (b))
+#endif
+
+//#define PKTSOCK_BYTES_PER_FRAME (16384)
+//#define PKTSOCK_FRAMES_PER_BLOCK (8)
+//#define PKTSOCK_NBLOCKS (800)
+//#define PKTSOCK_NFRAMES (PKTSOCK_FRAMES_PER_BLOCK * PKTSOCK_NBLOCKS)
+#define PKTSOCK_BYTES_PER_FRAME (4864)
+#define PKTSOCK_FRAMES_PER_BLOCK (128)
+#define PKTSOCK_NBLOCKS (5000)
+#define PKTSOCK_NFRAMES (PKTSOCK_FRAMES_PER_BLOCK * PKTSOCK_NBLOCKS)
+
+typedef struct {
+    uint64_t mcnt;         // MCNT of the first block in this integrations
+    uint32_t offset;       // offset in bytes where this packet belongs in the correlation
+    uint16_t xeng_id;	   // First channel in a packet
+    uint16_t payload_len;  // Antenna in a packet
+} packet_header_t;
+
+// The fields of a block_info_t structure hold meta-data about the contents of
+// each block
+typedef struct {
+    int initialized;
+    int block_i;
+    int block_packet_counter[N_INPUT_BLOCKS];
+} block_info_t;
+
+
+static hashpipe_status_t *st_p;
+
+//static uint64_t mcnt_log[MAX_MCNT_LOG];
+//static int mcnt_log_idx = 0;
+
+// This sets the "current" block to be marked as filled.  The current block is
+// the block corresponding to binfo->block_i.  Returns mcnt of the block
+// being marked filled.
+static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_input_databuf_p, block_info_t *binfo)
+{
+    static int last_filled = -1;
+
+    uint64_t block_missed_pkt_cnt;
+    uint32_t missed_pkt_cnt;
+    uint32_t block_i = binfo->block_i;
+
+    // Validate that we're filling blocks in the proper sequence
+    last_filled = (last_filled+1) % N_INPUT_BLOCKS;
+    if(last_filled != block_i) {
+	printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
+
+    }
+
+    // Validate that block_i matches binfo->block_i
+    if(block_i != binfo->block_i) {
+	hashpipe_warn(__FUNCTION__,
+		"block_i for binfo's mcnt (%d) != binfo's block_i (%d)",
+		block_i, binfo->block_i);
+    }
+
+    // If all packets are accounted for, mark this block as good
+    if(binfo->block_packet_counter[block_i] == PACKETS_PER_VIS_MATRIX) {
+	hera_catcher_input_databuf_p->block[block_i].header.good_data = 1;
+    }
+
+    // Set the block as filled
+    if(hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_p, block_i) != HASHPIPE_OK) {
+	hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
+	pthread_exit(NULL);
+    }
+
+    // Calculate missing packets.
+    block_missed_pkt_cnt = PACKETS_PER_VIS_MATRIX - binfo->block_packet_counter[block_i];
+    //fprintf(stderr, "Packets in block %d: %d, N_PACKETS_PER_BLOCK: %d, N_PACKETS_PER_BLOCK_PER_F: %d,  mod_cnt: %d\n", block_i, binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK,  N_PACKETS_PER_BLOCK_PER_F, block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F);
+
+    // Update status buffer
+    hashpipe_status_lock_busywait_safe(st_p);
+    hputu4(st_p->buf, "NETBKOUT", block_i);
+    if(block_missed_pkt_cnt) {
+        //fprintf(stdout, "Expected %d packets, Got %d\n", N_PACKETS_PER_BLOCK, binfo->block_packet_counter[block_i]);
+	// Increment MISSEDPK by number of missed packets for this block
+	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
+	missed_pkt_cnt += block_missed_pkt_cnt;
+	hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
+    //  fprintf(stderr, "got %d packets instead of %d\n",
+    //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
+    }
+    hashpipe_status_unlock_safe(st_p);
+
+    return hera_catcher_input_databuf_p->block[block_i].header.mcnt;
+}
+
+
+// Initialize a block by clearing its "good data" flag and initializing its mcnt header.
+static inline void initialize_block(hera_catcher_input_databuf_t * hera_catcher_input_databuf_p, uint64_t mcnt, uint64_t block_id)
+{
+
+    hera_catcher_input_databuf_p->block[block_id].header.good_data = 0;
+    hera_catcher_input_databuf_p->block[block_id].header.mcnt = mcnt;
+}
+
+// This function must be called once and only once per block_info structure!
+// Subsequent calls are no-ops.
+static inline void initialize_block_info(block_info_t * binfo)
+{
+    int i;
+
+    // If this block_info structure has already been initialized
+    if(binfo->initialized) {
+	return;
+    }
+
+    for(i = 0; i < N_INPUT_BLOCKS; i++) {
+	binfo->block_packet_counter[i] = 0;
+    }
+
+    // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
+    binfo->block_i = 0;
+
+    binfo->initialized = 1;
+}
+
+// This function returns -1 unless the given packet causes a block to be marked
+// as filled in which case this function returns the marked block's first mcnt.
+// Any return value other than -1 will be stored in the status memory as
+// NETMCNT, so it is important that values other than -1 are returned rarely
+// (i.e. when marking a block as filled)!!!
+static inline uint64_t process_packet(
+	hera_catcher_input_databuf_t *hera_catcher_input_databuf_p, unsigned char*p_frame)
+{
+
+    static block_info_t binfo;
+    packet_header_t *packet_header_p;
+    const uint64_t *payload_p;
+    uint64_t *dest_p;
+    int64_t pkt_mcnt_dist;
+    uint64_t pkt_mcnt;
+    int time_demux_block;
+    uint64_t cur_mcnt;
+    uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
+    //int i;
+
+    // Lazy init binfo
+    if(!binfo.initialized) {
+	initialize_block_info(&binfo);
+    }
+
+    // Parse packet header
+    packet_header_p = (packet_header_t *)PKT_UDP_DATA(p_frame);
+    time_demux_block = packet_header_p->mcnt % TIME_DEMUX;
+    pkt_mcnt = packet_header_p->mcnt - time_demux_block;
+    cur_mcnt = hera_catcher_input_databuf_p->block[binfo.block_i].header.mcnt;
+
+    pkt_mcnt_dist = pkt_mcnt - cur_mcnt;
+
+    // pkt_mcnt values (which have the time_demux offsets removed, should always
+    // be the same in consecutive packets, until an integration is complete, at which
+    // point they should increase (in a step determined by the accumulation length)
+    if(0 <= pkt_mcnt_dist) {
+	// Mark the current block as filled
+        if (0 < pkt_mcnt_dist) {
+	    netmcnt = set_block_filled(hera_catcher_input_databuf_p, &binfo);
+	    // Wait (hopefully not long!) to acquire the block after next (i.e.
+	    // the block that gets the current packet).
+	    if(hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_p, binfo.block_i) != HASHPIPE_OK) {
+	        if (errno == EINTR) {
+	            // Interrupted by signal, return -1
+	            hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+	            pthread_exit(NULL);
+	            return -1; // We're exiting so return value is kind of moot
+	        } else {
+	            hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+	            pthread_exit(NULL);
+	            return -1; // We're exiting so return value is kind of moot
+	        }
+	    }
+            // Increment the current block number
+            binfo.block_i = (binfo.block_i +1) % N_INPUT_BLOCKS;
+	    // Initialize the newly acquired block
+	    initialize_block(hera_catcher_input_databuf_p, pkt_mcnt, binfo.block_i);
+	    // Reset binfo's packet counter for this packet's block
+	    binfo.block_packet_counter[binfo.block_i] = 0;
+
+	    // Increment packet count for block
+	    binfo.block_packet_counter[binfo.block_i]++;
+        }
+
+	// Copy data into buffer
+	dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (packet_header_p->offset >> 3);
+	payload_p = (uint64_t *)(PKT_UDP_DATA(p_frame) + (sizeof(packet_header_t) >> 3));
+	memcpy(dest_p, payload_p, packet_header_p->payload_len);
+	return netmcnt;
+    } else {
+	// If not just after an mcnt reset, issue warning.
+	hashpipe_warn("hera_catcher_net_thread", "Ignoring late packet (%d mcnts late)", cur_mcnt - pkt_mcnt);
+	return -1;
+    }
+
+    return netmcnt;
+}
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+static int init(hashpipe_thread_args_t *args)
+{
+    /* Read network params */
+    char bindhost[80];
+    int bindport = CATCHER_PORT;
+
+    strcpy(bindhost, "0.0.0.0");
+
+    hashpipe_status_t st = args->st;
+
+    hashpipe_status_lock_safe(&st);
+    // Get info from status buffer if present (no change if not present)
+    hgets(st.buf, "BINDHOST", 80, bindhost);
+    hgeti4(st.buf, "BINDPORT", &bindport);
+    // Store bind host/port info etc in status buffer
+    hputs(st.buf, "BINDHOST", bindhost);
+    hputi4(st.buf, "BINDPORT", bindport);
+    hputu4(st.buf, "MISSEDFE", 0);
+    hputu4(st.buf, "MISSEDPK", 0);
+    hashpipe_status_unlock_safe(&st);
+
+#ifndef TIMING_TEST
+    /* Set up pktsock */
+    struct hashpipe_pktsock *p_ps = (struct hashpipe_pktsock *)
+	malloc(sizeof(struct hashpipe_pktsock));
+
+    if(!p_ps) {
+        perror(__FUNCTION__);
+        return -1;
+    }
+
+    // Make frame_size be a divisor of block size so that frames will be
+    // contiguous in mapped mempory.  block_size must also be a multiple of
+    // page_size.  Easiest way is to oversize the frames to be 16384 bytes, which
+    // is bigger than we need, but keeps things easy.
+    p_ps->frame_size = PKTSOCK_BYTES_PER_FRAME;
+    // total number of frames
+    p_ps->nframes = PKTSOCK_NFRAMES;
+    // number of blocks
+    p_ps->nblocks = PKTSOCK_NBLOCKS;
+
+    int rv = hashpipe_pktsock_open(p_ps, bindhost, PACKET_RX_RING);
+    if (rv!=HASHPIPE_OK) {
+        hashpipe_error("hera_pktsock_thread", "Error opening pktsock.");
+        pthread_exit(NULL);
+    }
+
+    // Store packet socket pointer in args
+    args->user_data = p_ps;
+#endif
+
+    // Success!
+    return 0;
+}
+
+static void *run(hashpipe_thread_args_t * args)
+{
+    // Local aliases to shorten access to args fields
+    // Our output buffer happens to be a paper_input_databuf
+    hera_catcher_input_databuf_t *db = (hera_catcher_input_databuf_t *)args->obuf;
+    hashpipe_status_t st = args->st;
+    const char * status_key = args->thread_desc->skey;
+
+    st_p = &st;	// allow global (this source file) access to the status buffer
+
+    // Flag that holds off the net thread
+    int holdoff = 1;
+
+    // Force ourself into the hold off state
+    fprintf(stdout, "Setting CNETHOLD state to 1. Waiting for someone to set it to 0\n");
+    hashpipe_status_lock_safe(&st);
+    hputi4(st.buf, "CNETHOLD", 1);
+    hputs(st.buf, status_key, "holding");
+    hashpipe_status_unlock_safe(&st);
+
+    while(holdoff) {
+	// We're not in any hurry to startup
+	sleep(1);
+	hashpipe_status_lock_safe(&st);
+	// Look for CNETHOLD value
+	hgeti4(st.buf, "CNETHOLD", &holdoff);
+	if(!holdoff) {
+	    // Done holding, so delete the key
+	    hdel(st.buf, "CNETHOLD");
+	    hputs(st.buf, status_key, "starting");
+	}
+	hashpipe_status_unlock_safe(&st);
+    }
+
+    // Acquire first block to start
+    if(hera_catcher_input_databuf_busywait_free(db, 0) != HASHPIPE_OK) {
+	if (errno == EINTR) {
+	    // Interrupted by signal, return -1
+	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+	    pthread_exit(NULL);
+	} else {
+	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+	    pthread_exit(NULL);
+	}
+    }
+
+    // Initialize the newly acquired block
+    initialize_block(db, 0, 0);
+
+    /* Read network params */
+    int bindport = CATCHER_PORT;
+    // (N_BYTES_PER_PACKET excludes header)
+    size_t expected_packet_size = OUTPUT_BYTES_PER_PACKET + sizeof(packet_header_t);
+
+#ifndef TIMING_TEST
+    /* Get pktsock from args*/
+    struct hashpipe_pktsock * p_ps = (struct hashpipe_pktsock*)args->user_data;
+    pthread_cleanup_push(free, p_ps);
+    pthread_cleanup_push((void (*)(void *))hashpipe_pktsock_close, p_ps);
+
+    // Drop all packets to date
+    unsigned char *p_frame;
+    while((p_frame=hashpipe_pktsock_recv_frame_nonblock(p_ps))) {
+	hashpipe_pktsock_release_frame(p_frame);
+    }
+
+    hashpipe_status_lock_safe(&st);
+    // Get info from status buffer
+    hgeti4(st.buf, "BINDPORT", &bindport);
+    hputu4(st.buf, "MISSEDPK", 0);
+    hputs(st.buf, status_key, "running");
+    hashpipe_status_unlock_safe(&st);
+#endif
+
+    /* Main loop */
+    uint64_t packet_count = 0;
+    uint64_t wait_ns = 0; // ns for most recent wait
+    uint64_t recv_ns = 0; // ns for most recent recv
+    uint64_t proc_ns = 0; // ns for most recent proc
+    uint64_t min_wait_ns = 99999; // min ns per single wait
+    uint64_t min_recv_ns = 99999; // min ns per single recv
+    uint64_t min_proc_ns = 99999; // min ns per single proc
+    uint64_t max_wait_ns = 0;     // max ns per single wait
+    uint64_t max_recv_ns = 0;     // max ns per single recv
+    uint64_t max_proc_ns = 0;     // max ns per single proc
+    uint64_t elapsed_wait_ns = 0; // cumulative wait time per block
+    uint64_t elapsed_recv_ns = 0; // cumulative recv time per block
+    uint64_t elapsed_proc_ns = 0; // cumulative proc time per block
+    uint64_t status_ns = 0; // User to fetch ns values from status buffer
+    float ns_per_wait = 0.0; // Average ns per wait over 1 block
+    float ns_per_recv = 0.0; // Average ns per recv over 1 block
+    float ns_per_proc = 0.0; // Average ns per proc over 1 block
+    unsigned int pktsock_pkts = 0;  // Stats counter from socket packet
+    unsigned int pktsock_drops = 0; // Stats counter from socket packet
+    uint64_t pktsock_pkts_total = 0;  // Stats total for socket packet
+    uint64_t pktsock_drops_total = 0; // Stats total for socket packet
+    struct timespec start, stop;
+    struct timespec recv_start, recv_stop;
+
+    while (run_threads()) {
+        /* Read packet */
+	clock_gettime(CLOCK_MONOTONIC, &recv_start);
+	do {
+	    clock_gettime(CLOCK_MONOTONIC, &start);
+	    //p.packet_size = recv(up.sock, p.data, HASHPIPE_MAX_PACKET_SIZE, 0);
+	    p_frame = hashpipe_pktsock_recv_udp_frame_nonblock(p_ps, bindport);
+	    clock_gettime(CLOCK_MONOTONIC, &recv_stop);
+	} while (!p_frame && run_threads());
+
+	if(!run_threads()) break;
+
+	// Make sure received packet size matches expected packet size.
+        int packet_size = PKT_UDP_SIZE(p_frame) - sizeof(packet_header_t);
+	if (expected_packet_size != packet_size) {
+	    // Log warning and ignore wrongly sized packet
+	    #ifdef DEBUG_NET
+	    hashpipe_warn("hera_pktsock_thread", "Invalid pkt size (%d)", packet_size);
+	    #endif
+	    hashpipe_pktsock_release_frame(p_frame);
+	    continue;
+	}
+
+	packet_count++;
+
+        // Copy packet into any blocks where it belongs.
+        const uint64_t mcnt = process_packet((hera_catcher_input_databuf_t *)db, p_frame);
+	// Release frame back to kernel
+	hashpipe_pktsock_release_frame(p_frame);
+
+	clock_gettime(CLOCK_MONOTONIC, &stop);
+	wait_ns = ELAPSED_NS(recv_start, start);
+	recv_ns = ELAPSED_NS(start, recv_stop);
+	proc_ns = ELAPSED_NS(recv_stop, stop);
+	elapsed_wait_ns += wait_ns;
+	elapsed_recv_ns += recv_ns;
+	elapsed_proc_ns += proc_ns;
+	// Update min max values
+	min_wait_ns = MIN(wait_ns, min_wait_ns);
+	min_recv_ns = MIN(recv_ns, min_recv_ns);
+	min_proc_ns = MIN(proc_ns, min_proc_ns);
+	max_wait_ns = MAX(wait_ns, max_wait_ns);
+	max_recv_ns = MAX(recv_ns, max_recv_ns);
+	max_proc_ns = MAX(proc_ns, max_proc_ns);
+
+        if(mcnt != -1) {
+            // Update status
+            ns_per_wait = (float)elapsed_wait_ns / packet_count;
+            ns_per_recv = (float)elapsed_recv_ns / packet_count;
+            ns_per_proc = (float)elapsed_proc_ns / packet_count;
+
+	    // Get stats from packet socket
+	    hashpipe_pktsock_stats(p_ps, &pktsock_pkts, &pktsock_drops);
+
+            hashpipe_status_lock_busywait_safe(&st);
+
+            hputu8(st.buf, "NETMCNT", mcnt);
+	    // Gbps = bits_per_packet / ns_per_packet
+	    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
+            hputr4(st.buf, "NETGBPS", 8*(N_BYTES_PER_PACKET+8)/(ns_per_recv+ns_per_proc));
+            hputr4(st.buf, "NETWATNS", ns_per_wait);
+            hputr4(st.buf, "NETRECNS", ns_per_recv);
+            hputr4(st.buf, "NETPRCNS", ns_per_proc);
+
+	    // Get and put min and max values.  The "get-then-put" allows the
+	    // user to reset the min max values in the status buffer.
+	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+	    status_ns = MIN(min_wait_ns, status_ns);
+            hputi8(st.buf, "NETWATMN", status_ns);
+
+            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+	    status_ns = MIN(min_recv_ns, status_ns);
+            hputi8(st.buf, "NETRECMN", status_ns);
+
+            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+	    status_ns = MIN(min_proc_ns, status_ns);
+            hputi8(st.buf, "NETPRCMN", status_ns);
+
+            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+	    status_ns = MAX(max_wait_ns, status_ns);
+            hputi8(st.buf, "NETWATMX", status_ns);
+
+            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+	    status_ns = MAX(max_recv_ns, status_ns);
+            hputi8(st.buf, "NETRECMX", status_ns);
+
+            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+	    status_ns = MAX(max_proc_ns, status_ns);
+            hputi8(st.buf, "NETPRCMX", status_ns);
+
+            hputu8(st.buf, "NETPKTS",  pktsock_pkts);
+            hputu8(st.buf, "NETDROPS", pktsock_drops);
+
+            hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
+            hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+            hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
+            hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
+
+            hashpipe_status_unlock_safe(&st);
+
+	    // Start new average
+	    elapsed_wait_ns = 0;
+	    elapsed_recv_ns = 0;
+	    elapsed_proc_ns = 0;
+	    packet_count = 0;
+        }
+
+        /* Will exit if thread has been cancelled */
+        pthread_testcancel();
+    }
+
+#ifndef TIMING_TEST
+    /* Have to close all push's */
+    pthread_cleanup_pop(1); /* Closes push(hashpipe_pktsock_close) */
+    pthread_cleanup_pop(1); /* Closes push(hashpipe_udp_close) */
+#endif
+    return NULL;
+}
+
+static hashpipe_thread_desc_t hera_catcher_net_thread = {
+    name: "hera_catcher_net_thread",
+    skey: "CNETSTAT",
+    init: init,
+    run:  run,
+    ibuf_desc: {NULL},
+    obuf_desc: {hera_catcher_input_databuf_create}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&hera_catcher_net_thread);
+}
+
+// vi: set ts=8 sw=4 noet :
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 9ef34133..0aa5796c 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -49,6 +49,13 @@
 #define PAGE_SIZE (4096)
 #define CACHE_ALIGNMENT (128)
 
+// Correlator Output parameters
+#define CATCHER_PORT 10000
+#define OUTPUT_BYTES_PER_PACKET (1024)
+#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL * (N_INPUTS * (N_INPUTS + 1)) / 2 * 4)
+#define PACKETS_PER_VIS_MATRIX ((8L*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
+
+
 // The HERA correlator is based largely on the PAPER correlator.  The main 
 // difference will be in the F engines.  The ROACH2 based F engines are being
 // replaced by SNAP based F engines.  Because SNAPs have a different number of
@@ -251,6 +258,32 @@ typedef struct paper_output_databuf {
   paper_output_block_t block[N_OUTPUT_BLOCKS];
 } paper_output_databuf_t;
 
+/*
+ * CATCHER BUFFER STRUCTURES
+ */
+
+typedef struct hera_catcher_input_header{
+  uint64_t mcnt;
+  uint64_t good_data;
+  uint64_t flags[VIS_MATRIX_ENTRIES];
+} hera_catcher_input_header_t;
+
+typedef uint8_t hera_catcher_input_header_cache_alignment[
+  CACHE_ALIGNMENT - (sizeof(hera_catcher_input_header_t)%CACHE_ALIGNMENT)
+];
+
+typedef struct hera_catcher_input_block {
+  hera_catcher_input_header_t header;
+  hera_catcher_input_header_cache_alignment padding; // Maintain cache alignment
+  uint64_t data[VIS_MATRIX_ENTRIES];
+} hera_catcher_input_block_t;
+
+typedef struct hera_catcher_input_databuf {
+  hashpipe_databuf_t header;
+  hashpipe_databuf_cache_alignment padding; // Maintain cache alignment
+  hera_catcher_input_block_t block[N_INPUT_BLOCKS];
+} hera_catcher_input_databuf_t;
+
 /*
  * INPUT BUFFER FUNCTIONS
  */
@@ -295,6 +328,50 @@ int paper_input_databuf_set_free(paper_input_databuf_t *d, int block_id);
 
 int paper_input_databuf_set_filled(paper_input_databuf_t *d, int block_id);
 
+/*
+ * CATCHER BUFFER FUNCTIONS
+ */
+
+hashpipe_databuf_t *hera_catcher_input_databuf_create(int instance_id, int databuf_id);
+
+static inline hera_catcher_input_databuf_t *hera_catcher_input_databuf_attach(int instance_id, int databuf_id)
+{
+    return (hera_catcher_input_databuf_t *)hashpipe_databuf_attach(instance_id, databuf_id);
+}
+
+static inline int hera_catcher_input_databuf_detach(hera_catcher_input_databuf_t *d)
+{
+    return hashpipe_databuf_detach((hashpipe_databuf_t *)d);
+}
+
+static inline void hera_catcher_input_databuf_clear(hera_catcher_input_databuf_t *d)
+{
+    hashpipe_databuf_clear((hashpipe_databuf_t *)d);
+}
+
+static inline int hera_catcher_input_databuf_block_status(hera_catcher_input_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_block_status((hashpipe_databuf_t *)d, block_id);
+}
+
+static inline int hera_catcher_input_databuf_total_status(hera_catcher_input_databuf_t *d)
+{
+    return hashpipe_databuf_total_status((hashpipe_databuf_t *)d);
+}
+
+
+int hera_catcher_input_databuf_wait_free(hera_catcher_input_databuf_t *d, int block_id);
+
+int hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_t *d, int block_id);
+
+int hera_catcher_input_databuf_wait_filled(hera_catcher_input_databuf_t *d, int block_id);
+
+int hera_catcher_input_databuf_busywait_filled(hera_catcher_input_databuf_t *d, int block_id);
+
+int hera_catcher_input_databuf_set_free(hera_catcher_input_databuf_t *d, int block_id);
+
+int hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_t *d, int block_id);
+
 /*
  * GPU INPUT BUFFER FUNCTIONS
  */
diff --git a/src/paper_gpu_output_thread.c b/src/paper_gpu_output_thread.c
index c38f1bfe..37c7b447 100644
--- a/src/paper_gpu_output_thread.c
+++ b/src/paper_gpu_output_thread.c
@@ -36,8 +36,6 @@ typedef struct pkthdr {
   uint16_t payload_len;
 } pkthdr_t;
 
-#define BYTES_PER_PACKET 1024
-
 // Macros for generating values for the pkthdr_t fields
 #define TIMESTAMP(x) (htobe64((uint64_t)x))
 #define OFFSET(x)    (htobe32((uint32_t)x))
@@ -51,7 +49,7 @@ typedef int32_t pktdata_t;
 // Structure of a packet
 typedef struct pkt {
   pkthdr_t hdr;
-  pktdata_t data[BYTES_PER_PACKET/sizeof(pktdata_t)];
+  pktdata_t data[OUTPUT_BYTES_PER_PACKET/sizeof(pktdata_t)];
 } pkt_t;
 
 static XGPUInfo xgpu_info;
@@ -70,11 +68,11 @@ static XGPUInfo xgpu_info;
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (2 * 8*BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (2 * 8*OUTPUT_BYTES_PER_PACKET)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;
-// packets_per_dump is bytes_per_dump / BYTES_PER_PACKET
+// packets_per_dump is bytes_per_dump / OUTPUT_BYTES_PER_PACKET
 static unsigned int packets_per_dump = 0;
 
 // Open and connect a UDP socket to the given host and port.  Note that port is
@@ -271,7 +269,7 @@ static int init(struct hashpipe_thread_args *args)
     // Get sizing parameters
     xgpuInfo(&xgpu_info);
     bytes_per_dump = xgpu_info.triLength * sizeof(Complex);
-    packets_per_dump = bytes_per_dump / BYTES_PER_PACKET;
+    packets_per_dump = bytes_per_dump / OUTPUT_BYTES_PER_PACKET;
     printf("bytes_per_dump = %lu\n", bytes_per_dump);
 
     if(init_idx_map()) {
@@ -309,13 +307,10 @@ static void *run(hashpipe_thread_args_t * args)
 
     pkt_t pkt;
     pkt.hdr.xeng_id = XENG_ID(xengine_id);
-    pkt.hdr.payload_len = PAYLOAD_LEN(BYTES_PER_PACKET);
+    pkt.hdr.payload_len = PAYLOAD_LEN(OUTPUT_BYTES_PER_PACKET);
 
     // TODO Get catcher hostname and port from somewhere
 
-#ifndef CATCHER_PORT
-#define CATCHER_PORT 7148
-#endif
 #define stringify2(x) #x
 #define stringify(x) stringify2(x)
 
@@ -402,8 +397,8 @@ static void *run(hashpipe_thread_args_t * args)
             *p_out++ = re;
             *p_out++ = -im; // Conjugate data to match downstream expectations
             nbytes += 2*sizeof(pktdata_t);
-            if(nbytes % BYTES_PER_PACKET == 0) {
-              int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+BYTES_PER_PACKET, 0);
+            if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
+              int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0);
               if(bytes_sent == -1) {
                 // Send all packets even if cactcher is not listening (i.e. we
                 // we get a connection refused error), but abort sending this
@@ -420,8 +415,8 @@ static void *run(hashpipe_thread_args_t * args)
                   // Break out of both for loops
                   goto done_sending;
                 }
-              } else if(bytes_sent != sizeof(pkt.hdr)+BYTES_PER_PACKET) {
-                printf("only sent %d of %lu bytes!!!\n", bytes_sent, sizeof(pkt.hdr)+BYTES_PER_PACKET);
+              } else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
+                printf("only sent %d of %lu bytes!!!\n", bytes_sent, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
               }
 
               // Delay to prevent overflowing network TX queue

From 77fbf46a958ceea2b57bbafa5519d20844523a56 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 15 Aug 2018 17:35:34 +0000
Subject: [PATCH 057/420] Add scripts for generating correlator data + template
 hdf5 file

---
 src/gen_fake_corr_output.py    | 41 ++++++++++++++++
 src/make_hera_hdf5_template.py | 90 ++++++++++++++++++++++++++++++++++
 2 files changed, 131 insertions(+)
 create mode 100644 src/gen_fake_corr_output.py
 create mode 100644 src/make_hera_hdf5_template.py

diff --git a/src/gen_fake_corr_output.py b/src/gen_fake_corr_output.py
new file mode 100644
index 00000000..7a37ce39
--- /dev/null
+++ b/src/gen_fake_corr_output.py
@@ -0,0 +1,41 @@
+import time
+import socket
+import struct
+import numpy
+
+NANTS = 196
+NCHANS = 8192 / 4 * 3
+BYTES_PER_PACKET = 1024
+MCNT_STEP = 2**18
+NX = 8
+
+DESTIP = "localhost"
+DESTPORT = 10000
+
+n_bls = (NANTS * (NANTS+1)) / 2
+n_bytes = NCHANS * n_bls * 4 * 2 * 4 # stokes, real/imag, bytes-per-word
+n_pkts = (n_bytes / BYTES_PER_PACKET)
+
+print "MBytes per dump: %.2f" % (n_bytes / 1e6)
+print "Packets per dump: %.4f" % (n_bytes / float(BYTES_PER_PACKET))
+
+s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+
+mcnt = 0
+data = '\x00' * BYTES_PER_PACKET
+
+while(True):
+    start = time.time()
+    offset = 0
+    for pkt in range(n_pkts):
+        if pkt % 1000 == 0:
+            #print pkt
+            pass
+        for xeng in range(NX):
+            p = struct.pack('!QLHH', mcnt, offset, xeng, BYTES_PER_PACKET) + data
+            #s.sendto(p, (DESTIP, DESTPORT))
+        offset += BYTES_PER_PACKET
+    elapsed = time.time() - start
+    print "dump sent (MCNT: %d) in %.2fs (%.2f Gb/s)" % (mcnt, elapsed, n_bytes*8 / elapsed / 1e9)
+    mcnt += MCNT_STEP
+
diff --git a/src/make_hera_hdf5_template.py b/src/make_hera_hdf5_template.py
new file mode 100644
index 00000000..3850e171
--- /dev/null
+++ b/src/make_hera_hdf5_template.py
@@ -0,0 +1,90 @@
+import h5py
+import sys
+import numpy as np
+
+def get_bl_order(n_ants):
+    """
+    Return the order of baseline data output by a CASPER correlator
+    X engine.
+    
+    Extracted from the corr package -- https://github.com/ska-sa/corr
+    """
+    order1, order2 = [], []
+    for i in range(n_ants):
+        for j in range(int(n_ants/2),-1,-1):
+            k = (i-j) % n_ants
+            if i >= k: order1.append((k, i))
+            else: order2.append((i, k))
+    order2 = [o for o in order2 if o not in order1]
+    return tuple([o for o in order1 + order2])
+
+def get_ant_names():
+    """
+    Generate a list of antenna names, where position
+    in the list indicates numbering in the data files.
+    """
+    return ["foo"]*350
+
+def create_header(h5):
+    NANTS_DATA = 196
+    NANTS = 350
+    NTIMES = 10
+    n_bls = (NANTS * (NANTS + 1)) / 2
+    bls = np.array(get_bl_order(NANTS_DATA))
+
+    header = h5.create_group("Header")
+    header.create_dataset("Nants_data", dtype="<i8", data=NANTS_DATA)
+    header.create_dataset("Nants_telescope", dtype="<i8", data=NANTS)
+    header.create_dataset("Nbls",   dtype="<i8", data=n_bls)
+    header.create_dataset("Nblts",  dtype="<i8", data=n_bls * NTIMES)
+    header.create_dataset("Nfreqs", dtype="<i8", data=8192/4*3)
+    header.create_dataset("Npols",  dtype="<i8", data=2)
+    header.create_dataset("Nspws",  dtype="<i8", data=1)
+    header.create_dataset("Ntimes", dtype="<i8", data=NTIMES)
+    header.create_dataset("altitude",    dtype="<f8", data=0.0)
+    header.create_dataset("ant_1_array", dtype="<i8", data=bls[:,0])
+    header.create_dataset("ant_2_array", dtype="<i8", data=bls[:,1])
+    header.create_dataset("antenna_diameters", dtype="<f8", data=14.0)
+    header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=get_ant_names())
+    header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=range(NANTS))
+    header.create_dataset("antenna_positions", dtype="<f8", data=np.zeros([NANTS,3]))
+    header.create_dataset("channel_width",     dtype="<f8", data=250e6 / 8192)
+    header.create_dataset("freq_array",        dtype="<f8", shape=(1, 8192/4*3), data=np.linspace(0, 250e6, 8192/4*3))
+    header.create_dataset("history",   data="File created\n")
+    header.create_dataset("telescope", data="HERA")
+    header.create_dataset("integration_time", dtype="<f8", data=10.0)
+    header.create_dataset("latitude",    dtype="<f8", data=0.0)
+    header.create_dataset("longitude",   dtype="<f8",data= 0.0)
+    header.create_dataset("lst_array",   dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    header.create_dataset("object_name", data="zenith")
+    header.create_dataset("phase_type",  data="drift")
+    header.create_dataset("polarization_array", dtype="<i8", data=[-5, -6, -7, -8])
+    header.create_dataset("spw_array",      dtype="<i8", data=0)
+    header.create_dataset("telescope_name", data="HERA")
+    header.create_dataset("time_array", dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    header.create_dataset("uvw_array",  dtype="<f8", data=np.zeros([n_bls * NTIMES, 3]))
+    header.create_dataset("vis_units",  data="uncalib")
+    header.create_dataset("zenith_dec", dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    header.create_dataset("zenith_ra",  dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    add_extra_keywords(header)
+
+
+def add_extra_keywords(obj):
+    extras = obj.create_group("extra_keywords")
+    #extras.create_dataset("cm_info", dtype="|S")
+    #extras.create_dataset("cmver", dtype="|S")
+    extras.create_dataset("duration", dtype="<f8")
+    extras.create_dataset("obs_id", dtype="<i8")
+    extras.create_dataset("st_type", dtype="|S16")
+    extras.create_dataset("startt", dtype="<f8")
+    extras.create_dataset("stopt",  dtype="<f8")
+
+if __name__ == "__main__":
+    if len(sys.argv) < 2:
+        print "Usage: make_hera_hdf5_template.py <filename>"
+        exit()
+    
+    with h5py.File(sys.argv[1], 'w') as h5:
+        create_header(h5)
+
+    

From 92d0e1126878621e69be2371d842fb69ca71da01 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 16 Aug 2018 16:58:03 +0000
Subject: [PATCH 058/420] Send NINPUTS*(NINPUTS*1)/2 baselines

Not NANTS * (NANTS+1) / 2 * 4
This matches what XGPU does.
---
 src/gen_fake_corr_output.py | 28 ++++++++++++++++------------
 1 file changed, 16 insertions(+), 12 deletions(-)

diff --git a/src/gen_fake_corr_output.py b/src/gen_fake_corr_output.py
index 7a37ce39..e0ab91b3 100644
--- a/src/gen_fake_corr_output.py
+++ b/src/gen_fake_corr_output.py
@@ -3,21 +3,25 @@
 import struct
 import numpy
 
-NANTS = 196
+NANTS = 192
 NCHANS = 8192 / 4 * 3
 BYTES_PER_PACKET = 1024
 MCNT_STEP = 2**18
 NX = 8
+TIME_DEMUX = 2
+NT = 2
 
-DESTIP = "localhost"
+DESTIP = socket.gethostbyname("catcher")
 DESTPORT = 10000
 
-n_bls = (NANTS * (NANTS+1)) / 2
-n_bytes = NCHANS * n_bls * 4 * 2 * 4 # stokes, real/imag, bytes-per-word
+n_bls = (2*NANTS * (2*NANTS+1)) / 2 # 2xNANTS because that's how we deal with pols
+n_bytes = NCHANS * n_bls * 2 * 4 # real/imag, bytes-per-word
 n_pkts = (n_bytes / BYTES_PER_PACKET)
+n_pkts_per_x = n_pkts / NX
 
 print "MBytes per dump: %.2f" % (n_bytes / 1e6)
 print "Packets per dump: %.4f" % (n_bytes / float(BYTES_PER_PACKET))
+print "Packets per Xeng: %.4f" % n_pkts_per_x
 
 s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
 
@@ -27,15 +31,15 @@
 while(True):
     start = time.time()
     offset = 0
-    for pkt in range(n_pkts):
-        if pkt % 1000 == 0:
-            #print pkt
-            pass
-        for xeng in range(NX):
-            p = struct.pack('!QLHH', mcnt, offset, xeng, BYTES_PER_PACKET) + data
-            #s.sendto(p, (DESTIP, DESTPORT))
+    for pkt in range(n_pkts_per_x):
+        #if pkt % 100000 == 0:
+        #    print pkt
+        for t in range(TIME_DEMUX):
+            for xeng in range(NX):
+                p = struct.pack('<QLHH', mcnt+NT*t, offset, xeng, BYTES_PER_PACKET) + data
+                s.sendto(p, (DESTIP, DESTPORT))
         offset += BYTES_PER_PACKET
     elapsed = time.time() - start
-    print "dump sent (MCNT: %d) in %.2fs (%.2f Gb/s)" % (mcnt, elapsed, n_bytes*8 / elapsed / 1e9)
+    print "dump sent (MCNT: %d) in %.2fs (%.2f Gb/s)" % (mcnt, elapsed, TIME_DEMUX*n_bytes*8 / elapsed / 1e9)
     mcnt += MCNT_STEP
 

From 18b10e4718a7a10700122e7ec6a97805d2fce782 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 16 Aug 2018 16:59:51 +0000
Subject: [PATCH 059/420] "Working" netthread

Receives packets OK with python packet generator.
Disk thread marks blocks as done (doesn't do any processing yet)
---
 src/Makefile.am                |   7 +-
 src/catcher_init.sh            |  57 +++++++++++++++++
 src/catcher_up.sh              |  39 +++++++++++
 src/hera_catcher_disk_thread.c | 114 +++++++++++++++++++++++++++++++++
 src/hera_catcher_net_thread.c  |  90 +++++++++++++-------------
 src/paper_databuf.c            |  23 +++++++
 src/paper_databuf.h            |  39 ++++++++---
 7 files changed, 311 insertions(+), 58 deletions(-)
 create mode 100755 src/catcher_init.sh
 create mode 100755 src/catcher_up.sh
 create mode 100644 src/hera_catcher_disk_thread.c

diff --git a/src/Makefile.am b/src/Makefile.am
index 8b8ce2b1..5fd160c2 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -20,7 +20,8 @@ paper_threads = paper_fake_net_thread.c       \
 		paper_fluff_thread.c          \
 		hera_pktsock_thread.c         \
 		paper_crc_thread.c            \
-                hera_catcher_net_thread.c
+                hera_catcher_net_thread.c     \
+                hera_catcher_disk_thread.c
 
 paper_fluff = paper_fluff.h \
 	      paper_fluff.c
@@ -40,7 +41,9 @@ paper_gpu_la_LDFLAGS += -L"@HASHPIPE_LIBDIR@" -Wl,-rpath,"@HASHPIPE_LIBDIR@"
 dist_bin_SCRIPTS = paper_init.sh \
 		   paper_crc_init.sh \
 		   xtor_down.sh \
-		   xtor_up.sh
+		   xtor_up.sh \
+                   catcher_init.sh \
+                   catcher_up.sh
 
 # Non-installed test programs
 noinst_PROGRAMS = paper_fluff_test hera_write_hdf5
diff --git a/src/catcher_init.sh b/src/catcher_init.sh
new file mode 100755
index 00000000..4cc829a8
--- /dev/null
+++ b/src/catcher_init.sh
@@ -0,0 +1,57 @@
+#!/bin/bash
+
+# Add directory containing this script to PATH
+PATH="$(dirname $0):${PATH}"
+
+hostname=`hostname -s`
+
+function getip() {
+  out=$(host $1) && echo $out | awk '{print $NF}'
+}
+
+myip=$(getip $(hostname))
+
+function init() {
+  instance=0
+  mask=0x00ff
+  bindhost=eth3
+  netcpu=0
+  outcpu=1
+
+  echo taskset $mask \
+  hashpipe -p paper_gpu -I $instance \
+    -o BINDHOST=$bindhost \
+    -c $netcpu hera_catcher_net_thread \
+    -c $outcpu hera_catcher_disk_thread
+
+  taskset $mask \
+  hashpipe -p paper_gpu -I $instance \
+    -o BINDHOST=$bindhost \
+    -c $netcpu hera_catcher_net_thread \
+    -c $outcpu hera_catcher_disk_thread \
+     < /dev/null \
+    1> catcher.out.$instance \
+    2> catcher.err.$instance &
+}
+
+if [ -z "$1" ]
+then
+  echo "Usage: $(basename $0) INSTANCE_ID [...]"
+  exit 1
+fi
+
+for instidx in "$@"
+do
+  echo Starting instance catcher/$instidx
+  init
+  echo Instance catcher/$instidx pid $!
+  # Sleep to let instance come up
+  sleep 10
+done
+
+# Zero out MISSEDPK counts
+for instidx in "$@"
+do
+  echo Resetting MISSEDPK counts for catcher/$instidx
+  hashpipe_check_status -I $instidx -k MISSEDPK -s 0
+done
diff --git a/src/catcher_up.sh b/src/catcher_up.sh
new file mode 100755
index 00000000..40ff36c4
--- /dev/null
+++ b/src/catcher_up.sh
@@ -0,0 +1,39 @@
+#!/bin/bash
+
+show_help_and_exit() {
+cat <<.
+Script to bring up the HERA correlator data acquisition server.
+.
+exit $1
+}
+
+init=catcher_init.sh
+catcherhost=hera-sn1
+
+# Start X engines
+echo Starting catcher instance on $catcherhost
+echo "ssh $catcherhost \"${init} 0\" &"
+ssh $catcherhost "${init} 0" &
+wait
+
+# Start hashpipe-redis gateways
+echo Starting hashpipe-redis gateways on $catcherhost
+echo "ssh $catcherhost \"taskset 0x0001 hashpipe_redis_gateway.rb -g $catcherhost -i 0\""
+ssh $catcherhost "taskset 0x0001 hashpipe_redis_gateway.rb -g $catcherhost -i 0"
+
+# Let the gateways come up
+sleep 1
+
+# Turn off HOLD flag on all instances
+echo Enabling catcher network threads
+redis-cli -h redishost publish hashpipe://$catcherhost/0/set CNETHOLD=0 > /dev/null
+
+sleep 1
+
+# Reset all NET{WAT,REC,PRC}M{N,X} counters
+echo Resetting all network stats counters
+for k in NET{WAT,REC,PRC}
+do
+  redis-cli -h redishost publish hashpipe://$catcherhost/0/set ${k}MN=99999 > /dev/null
+  redis-cli -h redishost publish hashpipe://$catcherhost/0/set ${k}MX=0 > /dev/null
+done
diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
new file mode 100644
index 00000000..7e51c626
--- /dev/null
+++ b/src/hera_catcher_disk_thread.c
@@ -0,0 +1,114 @@
+/*
+ * paper_fluff_thread.c
+ *
+ * Fluffs 4bit+4bit complex data into 8bit+8bit complex data
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <pthread.h>
+#include <signal.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+#include "paper_fluff.h"
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+static void *run(hashpipe_thread_args_t * args)
+{
+    // Local aliases to shorten access to args fields
+    // Our input buffer is a paper_input_databuf
+    // Our output buffer is a paper_gpu_input_databuf
+    hera_catcher_input_databuf_t *db_in = (hera_catcher_input_databuf_t *)args->ibuf;
+    hashpipe_status_t st = args->st;
+    const char * status_key = args->thread_desc->skey;
+
+    // Init status variables
+    hashpipe_status_lock_safe(&st);
+    hputi8(st.buf, "DISKMCNT", 0);
+    hashpipe_status_unlock_safe(&st);
+
+    /* Loop */
+    int rv;
+    int curblock_in=0;
+    float gbps, min_gbps;
+
+    struct timespec start, finish;
+
+    while (run_threads()) {
+
+        // Note waiting status,
+        // query integrating status
+        // and, if armed, start count
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "waiting");
+        hashpipe_status_unlock_safe(&st);
+
+        // Wait for new input block to be filled
+        while ((rv=hera_catcher_input_databuf_wait_filled(db_in, curblock_in)) != HASHPIPE_OK) {
+            if (rv==HASHPIPE_TIMEOUT) {
+                hashpipe_status_lock_safe(&st);
+                hputs(st.buf, status_key, "blocked_in");
+                hashpipe_status_unlock_safe(&st);
+                continue;
+            } else {
+                hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
+                pthread_exit(NULL);
+                break;
+            }
+        }
+
+        // Got a new data block, update status
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "writing");
+        hputi4(st.buf, "DISKBKIN", curblock_in);
+        hputu8(st.buf, "DISKMCNT", db_in->block[curblock_in].header.mcnt);
+        hashpipe_status_unlock_safe(&st);
+
+        // Copy header and call fluff function
+        clock_gettime(CLOCK_MONOTONIC, &start);
+
+        clock_gettime(CLOCK_MONOTONIC, &finish);
+
+        // Note processing time
+        hashpipe_status_lock_safe(&st);
+        // Bits per fluff / ns per fluff = Gbps
+        hgetr4(st.buf, "DISKMING", &min_gbps);
+        gbps = (float)(8L*N_BYTES_PER_BLOCK)/ELAPSED_NS(start,finish); //Gigabits / s
+        hputr4(st.buf, "DISKGBPS", gbps);
+        if(min_gbps == 0 || gbps < min_gbps) {
+          hputr4(st.buf, "DISKMING", gbps);
+        }
+        hashpipe_status_unlock_safe(&st);
+
+        // Mark input block as free and advance
+        hera_catcher_input_databuf_set_free(db_in, curblock_in);
+        curblock_in = (curblock_in + 1) % db_in->header.n_block;
+
+        /* Check for cancel */
+        pthread_testcancel();
+    }
+
+    // Thread success!
+    return NULL;
+}
+
+static hashpipe_thread_desc_t disk_thread = {
+    name: "hera_catcher_disk_thread",
+    skey: "DISKSTAT",
+    init: NULL,
+    run:  run,
+    ibuf_desc: {hera_catcher_input_databuf_create},
+    obuf_desc: {NULL}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&disk_thread);
+}
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index cbf50c55..dcb5b690 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -53,7 +53,7 @@ typedef struct {
 typedef struct {
     int initialized;
     int block_i;
-    int block_packet_counter[N_INPUT_BLOCKS];
+    int block_packet_counter[CATCHER_N_BLOCKS];
 } block_info_t;
 
 
@@ -74,7 +74,7 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
     uint32_t block_i = binfo->block_i;
 
     // Validate that we're filling blocks in the proper sequence
-    last_filled = (last_filled+1) % N_INPUT_BLOCKS;
+    last_filled = (last_filled+1) % CATCHER_N_BLOCKS;
     if(last_filled != block_i) {
 	printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
 
@@ -100,13 +100,12 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
 
     // Calculate missing packets.
     block_missed_pkt_cnt = PACKETS_PER_VIS_MATRIX - binfo->block_packet_counter[block_i];
-    //fprintf(stderr, "Packets in block %d: %d, N_PACKETS_PER_BLOCK: %d, N_PACKETS_PER_BLOCK_PER_F: %d,  mod_cnt: %d\n", block_i, binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK,  N_PACKETS_PER_BLOCK_PER_F, block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F);
 
     // Update status buffer
     hashpipe_status_lock_busywait_safe(st_p);
     hputu4(st_p->buf, "NETBKOUT", block_i);
     if(block_missed_pkt_cnt) {
-        //fprintf(stdout, "Expected %d packets, Got %d\n", N_PACKETS_PER_BLOCK, binfo->block_packet_counter[block_i]);
+        //fprintf(stdout, "Expected %lu packets, Got %d\n", PACKETS_PER_VIS_MATRIX, binfo->block_packet_counter[block_i]);
 	// Increment MISSEDPK by number of missed packets for this block
 	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
 	missed_pkt_cnt += block_missed_pkt_cnt;
@@ -139,7 +138,7 @@ static inline void initialize_block_info(block_info_t * binfo)
 	return;
     }
 
-    for(i = 0; i < N_INPUT_BLOCKS; i++) {
+    for(i = 0; i < CATCHER_N_BLOCKS; i++) {
 	binfo->block_packet_counter[i] = 0;
     }
 
@@ -176,8 +175,8 @@ static inline uint64_t process_packet(
 
     // Parse packet header
     packet_header_p = (packet_header_t *)PKT_UDP_DATA(p_frame);
-    time_demux_block = packet_header_p->mcnt % TIME_DEMUX;
-    pkt_mcnt = packet_header_p->mcnt - time_demux_block;
+    time_demux_block = (packet_header_p->mcnt / Nt) % TIME_DEMUX;
+    pkt_mcnt = packet_header_p->mcnt - (Nt*time_demux_block);
     cur_mcnt = hera_catcher_input_databuf_p->block[binfo.block_i].header.mcnt;
 
     pkt_mcnt_dist = pkt_mcnt - cur_mcnt;
@@ -185,46 +184,45 @@ static inline uint64_t process_packet(
     // pkt_mcnt values (which have the time_demux offsets removed, should always
     // be the same in consecutive packets, until an integration is complete, at which
     // point they should increase (in a step determined by the accumulation length)
-    if(0 <= pkt_mcnt_dist) {
-	// Mark the current block as filled
-        if (0 < pkt_mcnt_dist) {
-	    netmcnt = set_block_filled(hera_catcher_input_databuf_p, &binfo);
-	    // Wait (hopefully not long!) to acquire the block after next (i.e.
-	    // the block that gets the current packet).
-	    if(hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_p, binfo.block_i) != HASHPIPE_OK) {
-	        if (errno == EINTR) {
-	            // Interrupted by signal, return -1
-	            hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
-	            pthread_exit(NULL);
-	            return -1; // We're exiting so return value is kind of moot
-	        } else {
-	            hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-	            pthread_exit(NULL);
-	            return -1; // We're exiting so return value is kind of moot
-	        }
-	    }
-            // Increment the current block number
-            binfo.block_i = (binfo.block_i +1) % N_INPUT_BLOCKS;
-	    // Initialize the newly acquired block
-	    initialize_block(hera_catcher_input_databuf_p, pkt_mcnt, binfo.block_i);
-	    // Reset binfo's packet counter for this packet's block
-	    binfo.block_packet_counter[binfo.block_i] = 0;
-
-	    // Increment packet count for block
-	    binfo.block_packet_counter[binfo.block_i]++;
+    // If the MCNT has changed, we need to start a new buffer.
+    // Mark the current block as filled
+    if (0 != pkt_mcnt_dist) {
+        netmcnt = set_block_filled(hera_catcher_input_databuf_p, &binfo);
+        // Reset binfo's packet counter for this packet's block
+        binfo.block_packet_counter[binfo.block_i] = 0;
+        // Wait (hopefully not long!) to acquire the block after next (i.e.
+        // the block that gets the current packet).
+        if(hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_p, binfo.block_i) != HASHPIPE_OK) {
+    	    if (errno == EINTR) {
+    	        // Interrupted by signal, return -1
+    	        hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+    	        pthread_exit(NULL);
+    	        return -1; // We're exiting so return value is kind of moot
+    	    } else {
+    	        hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+    	        pthread_exit(NULL);
+    	        return -1; // We're exiting so return value is kind of moot
+    	    }
+        }
+        // Increment the current block number
+        binfo.block_i = (binfo.block_i +1) % CATCHER_N_BLOCKS;
+        // Initialize the newly acquired block
+        initialize_block(hera_catcher_input_databuf_p, pkt_mcnt, binfo.block_i);
+    
+        if (0 > pkt_mcnt_dist) {
+            // If the MCNT went down, then we are relocking. Flag this as a warning.
+    	    hashpipe_warn("hera_catcher_net_thread", "Locking on to new MCNT: %lu", pkt_mcnt);
         }
-
-	// Copy data into buffer
-	dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (packet_header_p->offset >> 3);
-	payload_p = (uint64_t *)(PKT_UDP_DATA(p_frame) + (sizeof(packet_header_t) >> 3));
-	memcpy(dest_p, payload_p, packet_header_p->payload_len);
-	return netmcnt;
-    } else {
-	// If not just after an mcnt reset, issue warning.
-	hashpipe_warn("hera_catcher_net_thread", "Ignoring late packet (%d mcnts late)", cur_mcnt - pkt_mcnt);
-	return -1;
     }
-
+    
+    // Increment packet count for block
+    binfo.block_packet_counter[binfo.block_i]++;
+
+    // Copy data into buffer
+    dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (packet_header_p->offset >> 3);
+    payload_p = (uint64_t *)(PKT_UDP_DATA(p_frame) + (sizeof(packet_header_t) >> 3));
+    memcpy(dest_p, payload_p, packet_header_p->payload_len);
+    
     return netmcnt;
 }
 
@@ -398,7 +396,7 @@ static void *run(hashpipe_thread_args_t * args)
 	if(!run_threads()) break;
 
 	// Make sure received packet size matches expected packet size.
-        int packet_size = PKT_UDP_SIZE(p_frame) - sizeof(packet_header_t);
+        int packet_size = PKT_UDP_SIZE(p_frame) - 8; // -8 for the UDP header (not the *App* header!)
 	if (expected_packet_size != packet_size) {
 	    // Log warning and ignore wrongly sized packet
 	    #ifdef DEBUG_NET
diff --git a/src/paper_databuf.c b/src/paper_databuf.c
index 7f57e51f..f99a2d4f 100644
--- a/src/paper_databuf.c
+++ b/src/paper_databuf.c
@@ -133,6 +133,29 @@ int paper_input_databuf_set_filled(paper_input_databuf_t *d, int block_id)
     return hashpipe_databuf_set_filled((hashpipe_databuf_t *)d, block_id);
 }
 
+hashpipe_databuf_t *hera_catcher_input_databuf_create(int instance_id, int databuf_id)
+{
+#ifdef DEBUG_SEMS
+    // Init clock variables
+    if(databuf_id==1) {
+        clock_gettime(CLOCK_MONOTONIC, &start);
+        now.tv_sec = start.tv_sec;
+        now.tv_nsec = start.tv_nsec;
+    }
+#endif
+
+    /* Calc databuf sizes */
+    size_t header_size = sizeof(hashpipe_databuf_t)
+                       + sizeof(hashpipe_databuf_cache_alignment);
+    size_t block_size  = sizeof(hera_catcher_input_block_t);
+    int    n_block = CATCHER_N_BLOCKS;
+    fprintf(stderr, "size_t: %u, block size: %lu, nblocks size: %u\n", (uint32_t)sizeof(size_t),(uint64_t)block_size, (uint32_t)n_block);
+    fprintf(stderr, "header size: %u, words: %lu\n", (uint32_t)header_size, (uint64_t)(VIS_MATRIX_ENTRIES *TIME_DEMUX));
+
+    return hashpipe_databuf_create(
+        instance_id, databuf_id, header_size, block_size, n_block);
+}
+
 hashpipe_databuf_t *paper_gpu_input_databuf_create(int instance_id, int databuf_id)
 {
 #ifdef DEBUG_SEMS
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 0aa5796c..e69052d9 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -52,8 +52,9 @@
 // Correlator Output parameters
 #define CATCHER_PORT 10000
 #define OUTPUT_BYTES_PER_PACKET (1024)
-#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL * (N_INPUTS * (N_INPUTS + 1)) / 2 * 4)
-#define PACKETS_PER_VIS_MATRIX ((8L*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
+#define CATCHER_N_BLOCKS 2
+#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL * (N_INPUTS * (N_INPUTS + 1)) / 2L)
+#define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
 
 
 // The HERA correlator is based largely on the PAPER correlator.  The main 
@@ -265,7 +266,7 @@ typedef struct paper_output_databuf {
 typedef struct hera_catcher_input_header{
   uint64_t mcnt;
   uint64_t good_data;
-  uint64_t flags[VIS_MATRIX_ENTRIES];
+  //uint8_t flags[VIS_MATRIX_ENTRIES*TIME_DEMUX];
 } hera_catcher_input_header_t;
 
 typedef uint8_t hera_catcher_input_header_cache_alignment[
@@ -275,7 +276,7 @@ typedef uint8_t hera_catcher_input_header_cache_alignment[
 typedef struct hera_catcher_input_block {
   hera_catcher_input_header_t header;
   hera_catcher_input_header_cache_alignment padding; // Maintain cache alignment
-  uint64_t data[VIS_MATRIX_ENTRIES];
+  uint64_t data[VIS_MATRIX_ENTRIES*TIME_DEMUX];
 } hera_catcher_input_block_t;
 
 typedef struct hera_catcher_input_databuf {
@@ -359,18 +360,36 @@ static inline int hera_catcher_input_databuf_total_status(hera_catcher_input_dat
     return hashpipe_databuf_total_status((hashpipe_databuf_t *)d);
 }
 
+static inline int hera_catcher_input_databuf_wait_free(hera_catcher_input_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_wait_free((hashpipe_databuf_t *)d, block_id);
+}
 
-int hera_catcher_input_databuf_wait_free(hera_catcher_input_databuf_t *d, int block_id);
+static inline int hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_busywait_free((hashpipe_databuf_t *)d, block_id);
+}
 
-int hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_t *d, int block_id);
+static inline int hera_catcher_input_databuf_wait_filled(hera_catcher_input_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_wait_filled((hashpipe_databuf_t *)d, block_id);
+}
 
-int hera_catcher_input_databuf_wait_filled(hera_catcher_input_databuf_t *d, int block_id);
+static inline int hera_catcher_input_databuf_busywait_filled(hera_catcher_input_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_busywait_filled((hashpipe_databuf_t *)d, block_id);
+}
 
-int hera_catcher_input_databuf_busywait_filled(hera_catcher_input_databuf_t *d, int block_id);
+static inline int hera_catcher_input_databuf_set_free(hera_catcher_input_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_set_free((hashpipe_databuf_t *)d, block_id);
+}
 
-int hera_catcher_input_databuf_set_free(hera_catcher_input_databuf_t *d, int block_id);
+static inline int hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_set_filled((hashpipe_databuf_t *)d, block_id);
+}
 
-int hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_t *d, int block_id);
 
 /*
  * GPU INPUT BUFFER FUNCTIONS

From 435dbe4746f285647263ce4398dfc9a2610215e5 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 28 Aug 2018 13:40:10 +0000
Subject: [PATCH 060/420] Update pointer aritmetic for catcher payload writing

---
 src/hera_catcher_net_thread.c | 2 +-
 src/paper_databuf.h           | 4 ++++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index dcb5b690..5faf0bca 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -219,7 +219,7 @@ static inline uint64_t process_packet(
     binfo.block_packet_counter[binfo.block_i]++;
 
     // Copy data into buffer
-    dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (packet_header_p->offset >> 3);
+    dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset);
     payload_p = (uint64_t *)(PKT_UDP_DATA(p_frame) + (sizeof(packet_header_t) >> 3));
     memcpy(dest_p, payload_p, packet_header_p->payload_len);
     
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index e69052d9..7c85c0d9 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -54,6 +54,7 @@
 #define OUTPUT_BYTES_PER_PACKET (1024)
 #define CATCHER_N_BLOCKS 2
 #define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL * (N_INPUTS * (N_INPUTS + 1)) / 2L)
+#define VIS_MATRIX_ENTRIES_PER_CHAN ((N_INPUTS * (N_INPUTS + 1)) / 2L)
 #define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
 
 
@@ -285,6 +286,9 @@ typedef struct hera_catcher_input_databuf {
   hera_catcher_input_block_t block[N_INPUT_BLOCKS];
 } hera_catcher_input_databuf_t;
 
+#define hera_catcher_input_databuf_idx64(t, x, o) \
+  (((32*2*VIS_MATRIX_ENTRIES*t) + (VIS_MATRIX_ENTRIES_PER_CHAN *N_CHAN_PER_X*x) + o) / sizeof(uint64_t))
+
 /*
  * INPUT BUFFER FUNCTIONS
  */

From 45cabbc04d02a93bb4e3459f7a1600ff95849b9a Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 28 Aug 2018 16:12:21 +0000
Subject: [PATCH 061/420] Use hdf5 shared libraries for compiling catcher disk
 thread y

---
 src/Makefile.am | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/Makefile.am b/src/Makefile.am
index 5fd160c2..153c63b6 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -36,6 +36,7 @@ paper_gpu_la_LIBADD   = -lrt -lxgpu
 paper_gpu_la_LDFLAGS  = -avoid-version -module -shared -export-dynamic
 paper_gpu_la_LDFLAGS += -L"@XGPU_LIBDIR@" -Wl,-rpath,"@XGPU_LIBDIR@"
 paper_gpu_la_LDFLAGS += -L"@HASHPIPE_LIBDIR@" -Wl,-rpath,"@HASHPIPE_LIBDIR@"
+paper_gpu_la_LDFLAGS += -L/usr/lib/x86_64-linux-gnu/hdf5/serial /usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5_hl.so /usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5.so
 
 # Installed scripts
 dist_bin_SCRIPTS = paper_init.sh \

From 39f42eb5fb4f22519375e59046c27bc8efb1937f Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 28 Aug 2018 16:13:05 +0000
Subject: [PATCH 062/420] Add hdf5 copying function using `sendfile`

---
 src/hera_catcher_disk_thread.c | 37 ++++++++++++++++++++++++++++++----
 1 file changed, 33 insertions(+), 4 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 7e51c626..8f988d12 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -1,7 +1,7 @@
 /*
- * paper_fluff_thread.c
+ * hera_catcher_disk_thread.c
  *
- * Fluffs 4bit+4bit complex data into 8bit+8bit complex data
+ * Writes correlator to disk as hdf5 files
  */
 
 #include <stdio.h>
@@ -12,14 +12,44 @@
 #include <sys/time.h>
 #include <sys/resource.h>
 #include <sys/types.h>
+#include <sys/sendfile.h>
+#include <sys/stat.h>
+#include <fcntl.h>
+#include <unistd.h>
+#include <hdf5.h>
 
 #include "hashpipe.h"
 #include "paper_databuf.h"
-#include "paper_fluff.h"
 
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
 
+hid_t open_hdf5_from_template(char * sourcename, char * destname)
+{
+    int read_fd, write_fd;
+    struct stat stat_buf;
+    off_t offset = 0;
+    
+    read_fd = open(sourcename, O_RDONLY);
+    if (read_fd < 0) {
+        return -1;
+    }
+
+    // Get the file size
+    fstat(read_fd, &stat_buf);
+
+    write_fd = open(destname, O_WRONLY | O_CREAT, stat_buf.st_mode);
+    if (write_fd < 0) {
+        return -1;
+    }
+
+    sendfile(write_fd, read_fd, &offset, stat_buf.st_size);
+    
+    close(read_fd);
+    close(write_fd);
+    return H5Fopen(sourcename, H5F_ACC_RDWR, H5P_DEFAULT);
+}
+
 static void *run(hashpipe_thread_args_t * args)
 {
     // Local aliases to shorten access to args fields
@@ -71,7 +101,6 @@ static void *run(hashpipe_thread_args_t * args)
         hputu8(st.buf, "DISKMCNT", db_in->block[curblock_in].header.mcnt);
         hashpipe_status_unlock_safe(&st);
 
-        // Copy header and call fluff function
         clock_gettime(CLOCK_MONOTONIC, &start);
 
         clock_gettime(CLOCK_MONOTONIC, &finish);

From f6e9bf685b6647c04dbf5e6a26847c5dcd92edc1 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Fri, 31 Aug 2018 14:27:50 +0000
Subject: [PATCH 063/420] Beginning to make extendible visdata

---
 src/Makefile.am                |   3 +-
 src/hera_catcher_disk_thread.c | 163 ++++++++++++++++++++++++++++++++-
 src/paper_databuf.h            |   4 +
 3 files changed, 166 insertions(+), 4 deletions(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index 153c63b6..25107bf1 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -36,7 +36,8 @@ paper_gpu_la_LIBADD   = -lrt -lxgpu
 paper_gpu_la_LDFLAGS  = -avoid-version -module -shared -export-dynamic
 paper_gpu_la_LDFLAGS += -L"@XGPU_LIBDIR@" -Wl,-rpath,"@XGPU_LIBDIR@"
 paper_gpu_la_LDFLAGS += -L"@HASHPIPE_LIBDIR@" -Wl,-rpath,"@HASHPIPE_LIBDIR@"
-paper_gpu_la_LDFLAGS += -L/usr/lib/x86_64-linux-gnu/hdf5/serial /usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5_hl.so /usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5.so
+paper_gpu_la_LDFLAGS += -L/usr/lib/x86_64-linux-gnu/hdf5/serial
+paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5
 
 # Installed scripts
 dist_bin_SCRIPTS = paper_init.sh \
diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 8f988d12..bc0fbe2f 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -24,6 +24,38 @@
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
 
+#define N_DATA_DIMS (4)
+/*
+Create an extensible dataset for visdata, visdata_diff, flags, nsamples
+see https://gist.github.com/simleb/5205083/
+*/
+void make_extensible_hdf5(hid_t id)
+{
+    hsize_t dims[N_DATA_DIMS] = {0, N_CHAN_TOTAL, VIS_MATRIX_ENTRIES_PER_CHAN, N_STOKES};
+    hsize_t max_dims[N_DATA_DIMS] = {H5S_UNLIMITED, N_CHAN_TOTAL, VIS_MATRIX_ENTRIES_PER_CHAN, N_STOKES};
+    
+    hid_t file_space = H5Screate_simple(N_DATA_DIMS, dims, max_dims);
+    hid_t plist = H5Pcreate(H5P_DATASET_CREATE);
+    H5Pset_layout(plist, H5D_CHUNKED);
+    hsize_t chunk_dims[N_DATA_DIMS] = {2, N_CHAN_TOTAL, VIS_MATRIX_ENTRIES_PER_CHAN, N_STOKES};
+    H5Pset_chunk(plist, N_DATA_DIMS, chunk_dims);
+    
+    // Now we have the dataspace properties, create the datasets
+    H5Dcreate(id, "visdata",      H5T_NATIVE_FLOAT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    H5Dcreate(id, "visdata_diff", H5T_NATIVE_FLOAT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    H5Dcreate(id, "nsamples",     H5T_NATIVE_FLOAT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    H5Dcreate(id, "flags",        H5T_NATIVE_FLOAT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    H5Pclose(plist);
+    H5Sclose(file_space);
+}
+/*
+Turn an mcnt into a UNIX time in double-precision.
+*/
+double mcnt2time(uint32_t mcnt, uint32_t sync_time)
+{
+    return (sync_time + mcnt) * (N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE);
+}
+
 hid_t open_hdf5_from_template(char * sourcename, char * destname)
 {
     int read_fd, write_fd;
@@ -58,21 +90,57 @@ static void *run(hashpipe_thread_args_t * args)
     hera_catcher_input_databuf_t *db_in = (hera_catcher_input_databuf_t *)args->ibuf;
     hashpipe_status_t st = args->st;
     const char * status_key = args->thread_desc->skey;
+     
+    // Buffers for file name strings
+    char template_fname[128];
+    char hdf5_fname[128];
 
-    // Init status variables
+    // Variables for sync time and computed gps time / JD
+    uint32_t sync_time = 0;
+    uint32_t gps_time;
+    uint32_t julian_time;
+
+    // How many integrations to dump to a file before starting the next one
+    uint32_t ms_per_file;
+
+    // Get template filename from redis
     hashpipe_status_lock_safe(&st);
+    hgets(st.buf, "HDF5TPLT", 128, template_fname);
+    
+    // Get time that F-engines were last sync'd
+    hgetu4(st.buf, "SYNCTIME", &sync_time);
+
+    hgetu4(st.buf, "MSPERFILE", &ms_per_file);
+
+    // Init status variables
     hputi8(st.buf, "DISKMCNT", 0);
     hashpipe_status_unlock_safe(&st);
 
     /* Loop */
+    int32_t *db_in32;
     int rv;
     int curblock_in=0;
+    int chan_index, bl;
+    int32_t *data_even;
+    int32_t *data_odd;
+    double curr_file_time = -1.0;
+    hid_t hdf5_id, header_id, extra_header_id, data_group_id, dataset_id;
+    hid_t visdata_id, visdata_diff_id, flags_id, nsamples_id, mem_space;
+    double file_start_t, file_stop_t, file_duration;
+    int64_t file_obs_id, file_nblts=0;
     float gbps, min_gbps;
 
     struct timespec start, finish;
+    
+    // Allocate the buffers to be used for summing channels
+    data_even  = (int32_t *)malloc(VIS_MATRIX_ENTRIES_PER_CHAN * 2);
+    data_odd   = (int32_t *)malloc(VIS_MATRIX_ENTRIES_PER_CHAN * 2);
+    // Define the memory space used by these buffers for HDF5 access
+    hsize_t dims[N_DATA_DIMS] = {1, 1, VIS_MATRIX_ENTRIES_PER_CHAN, N_STOKES};
+    mem_space = H5Screate_simple(N_DATA_DIMS, dims, NULL);
+    mem_space = mem_space; //FIXME
 
     while (run_threads()) {
-
         // Note waiting status,
         // query integrating status
         // and, if armed, start count
@@ -100,8 +168,97 @@ static void *run(hashpipe_thread_args_t * args)
         hputi4(st.buf, "DISKBKIN", curblock_in);
         hputu8(st.buf, "DISKMCNT", db_in->block[curblock_in].header.mcnt);
         hashpipe_status_unlock_safe(&st);
+        
+        db_in32 = (int32_t *)db_in->block[curblock_in].data;
 
         clock_gettime(CLOCK_MONOTONIC, &start);
+        gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt, sync_time);
+        julian_time = 2440587.5 + (gps_time / (double)(86400.0));
+        if ((gps_time - curr_file_time) > ms_per_file) {
+            // If a file is open:
+            if (curr_file_time < 0) {
+                // Write the meta-data we now know at file close
+                dataset_id = H5Dopen(extra_header_id, "stopt", H5P_DEFAULT);
+                H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_stop_t);
+                H5Dclose(dataset_id);
+                dataset_id = H5Dopen(extra_header_id, "duration", H5P_DEFAULT);
+                H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_duration);
+                H5Dclose(dataset_id);
+                dataset_id = H5Dopen(header_id, "Nblts", H5P_DEFAULT);
+                H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nblts);
+                // Close dataset
+                H5Dclose(dataset_id);
+                // Close groups
+                H5Gclose(header_id);
+                H5Gclose(extra_header_id);
+                H5Gclose(data_group_id);
+                // Close file
+                H5Fclose(hdf5_id);
+            }
+            // And now start a new file
+            curr_file_time = gps_time;
+            file_nblts = 0;
+            file_start_t = gps_time;
+            file_obs_id = (int64_t)gps_time;
+            sprintf(hdf5_fname, "zen.%7.5d.uvh5", julian_time);
+            hdf5_id = open_hdf5_from_template(hdf5_fname, template_fname);
+            // Open HDF5 groups
+            header_id = H5Gopen(hdf5_id, "Header", H5P_DEFAULT);
+            extra_header_id = H5Gopen(header_id, "extra_keywords", H5P_DEFAULT);
+            data_group_id = H5Gopen(hdf5_id, "Data", H5P_DEFAULT);
+            make_extensible_hdf5(data_group_id);
+            // Get IDs for all the extensible datasets
+            visdata_id      = H5Dopen(data_group_id, "visdata", H5P_DEFAULT);
+            visdata_diff_id = H5Dopen(data_group_id, "visdata_diff", H5P_DEFAULT);
+            flags_id        = H5Dopen(data_group_id, "flags", H5P_DEFAULT);
+            nsamples_id     = H5Dopen(data_group_id, "nsamples", H5P_DEFAULT);
+visdata_id      = visdata_id;
+visdata_diff_id = visdata_diff_id;
+flags_id        = flags_id       ;          
+nsamples_id     = nsamples_id    ;
+            // Write meta-data values we know at file-open
+            dataset_id = H5Dopen(extra_header_id, "obs_id", H5P_DEFAULT);
+            H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_obs_id);
+            H5Dclose(dataset_id);
+            dataset_id = H5Dopen(extra_header_id, "startt", H5P_DEFAULT);
+            H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_start_t);
+            H5Dclose(dataset_id);
+            
+            
+        }
+        file_stop_t = gps_time;
+        file_duration = file_stop_t - file_start_t;
+        file_nblts += VIS_MATRIX_ENTRIES_PER_CHAN;
+            
+        // Write lst_array, time_array, uvw_array, zenith_dec, zenith_ra
+        // Write data!
+        // First accumulate multiple channels. Then make the even/odd sum / differences
+        
+        for(chan_index=0; chan_index<N_CHAN_TOTAL; chan_index+=1){
+            if ((chan_index % CATCHER_CHAN_SUM) == 0) {
+                // Start new accumulation (count to VIS_MATRIX_ENTRIES_PER_CHAN*2 for real/imag)
+                for(bl=0; bl<VIS_MATRIX_ENTRIES_PER_CHAN*2; bl+=1){
+                    data_even[bl] = db_in32[bl + 2*(VIS_MATRIX_ENTRIES_PER_CHAN*chan_index)];
+                    data_odd[bl]  = db_in32[bl + 2*(VIS_MATRIX_ENTRIES_PER_CHAN*chan_index + VIS_MATRIX_ENTRIES)];
+                }
+            } else {
+                // Add to existing accumulation
+                for(bl=0; bl<VIS_MATRIX_ENTRIES_PER_CHAN*2; bl+=1){
+                    data_even[bl] += db_in32[bl + 2*(VIS_MATRIX_ENTRIES_PER_CHAN*chan_index)];
+                    data_odd[bl]  += db_in32[bl + 2*(VIS_MATRIX_ENTRIES_PER_CHAN*chan_index + VIS_MATRIX_ENTRIES)];
+                }
+            }
+            if ((chan_index % CATCHER_CHAN_SUM) == (CATCHER_CHAN_SUM-1)) {
+                // Write to file
+                for(bl=0; bl<VIS_MATRIX_ENTRIES_PER_CHAN*2; bl+=1){
+                data_even[bl] = data_even[bl];
+                data_odd[bl] = data_odd[bl];
+                }
+            }
+        }
+        
+        
+            
 
         clock_gettime(CLOCK_MONOTONIC, &finish);
 
@@ -109,7 +266,7 @@ static void *run(hashpipe_thread_args_t * args)
         hashpipe_status_lock_safe(&st);
         // Bits per fluff / ns per fluff = Gbps
         hgetr4(st.buf, "DISKMING", &min_gbps);
-        gbps = (float)(8L*N_BYTES_PER_BLOCK)/ELAPSED_NS(start,finish); //Gigabits / s
+        gbps = (float)(8L*VIS_MATRIX_ENTRIES*2*4)/ELAPSED_NS(start,finish); //Gigabits / s
         hputr4(st.buf, "DISKGBPS", gbps);
         if(min_gbps == 0 || gbps < min_gbps) {
           hputr4(st.buf, "DISKMING", gbps);
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 7c85c0d9..3ad872eb 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -6,6 +6,8 @@
 #include "config.h"
 
 // Determined by F engine
+#define N_CHAN_TOTAL_GENERATED (8192)
+#define FENG_SAMPLE_RATE (500000000)
 #define N_CHAN_TOTAL 6144
 #define N_FENGINES   192
 #define N_CHAN_PER_F N_CHAN_TOTAL
@@ -53,9 +55,11 @@
 #define CATCHER_PORT 10000
 #define OUTPUT_BYTES_PER_PACKET (1024)
 #define CATCHER_N_BLOCKS 2
+#define CATCHER_CHAN_SUM 4
 #define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL * (N_INPUTS * (N_INPUTS + 1)) / 2L)
 #define VIS_MATRIX_ENTRIES_PER_CHAN ((N_INPUTS * (N_INPUTS + 1)) / 2L)
 #define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
+#define N_STOKES 4
 
 
 // The HERA correlator is based largely on the PAPER correlator.  The main 

From e20062b0fa963665202390a834171a3830ee7e51 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Fri, 31 Aug 2018 14:28:18 +0000
Subject: [PATCH 064/420] Don't put non-pre-determined values in template
 header

---
 src/make_hera_hdf5_template.py | 29 ++++++++++++++++++-----------
 1 file changed, 18 insertions(+), 11 deletions(-)

diff --git a/src/make_hera_hdf5_template.py b/src/make_hera_hdf5_template.py
index 3850e171..db48f892 100644
--- a/src/make_hera_hdf5_template.py
+++ b/src/make_hera_hdf5_template.py
@@ -1,6 +1,7 @@
 import h5py
 import sys
 import numpy as np
+import time
 
 def get_bl_order(n_ants):
     """
@@ -36,7 +37,8 @@ def create_header(h5):
     header.create_dataset("Nants_data", dtype="<i8", data=NANTS_DATA)
     header.create_dataset("Nants_telescope", dtype="<i8", data=NANTS)
     header.create_dataset("Nbls",   dtype="<i8", data=n_bls)
-    header.create_dataset("Nblts",  dtype="<i8", data=n_bls * NTIMES)
+    # Nblts needs populating by receiver
+    #header.create_dataset("Nblts",  dtype="<i8", data=n_bls * NTIMES)
     header.create_dataset("Nfreqs", dtype="<i8", data=8192/4*3)
     header.create_dataset("Npols",  dtype="<i8", data=2)
     header.create_dataset("Nspws",  dtype="<i8", data=1)
@@ -50,32 +52,37 @@ def create_header(h5):
     header.create_dataset("antenna_positions", dtype="<f8", data=np.zeros([NANTS,3]))
     header.create_dataset("channel_width",     dtype="<f8", data=250e6 / 8192)
     header.create_dataset("freq_array",        dtype="<f8", shape=(1, 8192/4*3), data=np.linspace(0, 250e6, 8192/4*3))
-    header.create_dataset("history",   data="File created\n")
+    header.create_dataset("history",   data="%s: Template file created\n" % time.ctime())
     header.create_dataset("telescope", data="HERA")
     header.create_dataset("integration_time", dtype="<f8", data=10.0)
     header.create_dataset("latitude",    dtype="<f8", data=0.0)
-    header.create_dataset("longitude",   dtype="<f8",data= 0.0)
-    header.create_dataset("lst_array",   dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    header.create_dataset("longitude",   dtype="<f8", data= 0.0)
+    # lst_array needs populating by receiver. Should be center of integrations in radians
+    #header.create_dataset("lst_array",   dtype="<f8", data=np.zeros(n_bls * NTIMES))
     header.create_dataset("object_name", data="zenith")
     header.create_dataset("phase_type",  data="drift")
     header.create_dataset("polarization_array", dtype="<i8", data=[-5, -6, -7, -8])
     header.create_dataset("spw_array",      dtype="<i8", data=0)
     header.create_dataset("telescope_name", data="HERA")
-    header.create_dataset("time_array", dtype="<f8", data=np.zeros(n_bls * NTIMES))
-    header.create_dataset("uvw_array",  dtype="<f8", data=np.zeros([n_bls * NTIMES, 3]))
+    # time_array needs populating by receiver (should be center of integrations in JD)
+    #header.create_dataset("time_array", dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    # uvw_needs populating by receiver: uvw = xyz(ant2) - xyz(ant1). Units, metres.
+    #header.create_dataset("uvw_array",  dtype="<f8", data=np.zeros([n_bls * NTIMES, 3]))
     header.create_dataset("vis_units",  data="uncalib")
-    header.create_dataset("zenith_dec", dtype="<f8", data=np.zeros(n_bls * NTIMES))
-    header.create_dataset("zenith_ra",  dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    #header.create_dataset("zenith_dec", dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    #header.create_dataset("zenith_ra",  dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    # !Some! extra_keywords need to be computed for each file
     add_extra_keywords(header)
 
 
 def add_extra_keywords(obj):
     extras = obj.create_group("extra_keywords")
-    #extras.create_dataset("cm_info", dtype="|S")
-    #extras.create_dataset("cmver", dtype="|S")
+    extras.create_dataset("cm_info", dtype="|S")
+    extras.create_dataset("cmver", dtype="|S")
+    extras.create_dataset("st_type", dtype="|S16")
+    # The following keywords can only be set when the file is written
     extras.create_dataset("duration", dtype="<f8")
     extras.create_dataset("obs_id", dtype="<i8")
-    extras.create_dataset("st_type", dtype="|S16")
     extras.create_dataset("startt", dtype="<f8")
     extras.create_dataset("stopt",  dtype="<f8")
 

From 5ac43e327127ece3b8611fe7841f5491e1b36229 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 4 Sep 2018 23:06:32 +0000
Subject: [PATCH 065/420] "Working" catcher pipeline

The gathers data from both the even-sample and off-sample
correlators, averages over a specified number of channels (currently 4)
and saves the even/odd sum/diffs to HDF5 files (one file for the diffs,
one for the sums). This code transposes the baseline/channel axes, as requested
by RTP.
HDF5 headers are copied from a python-generated template, which is assumed to be
static over the course of an observation. Dynamic header items are generated
in C on the fly.

The performance of this code is quite erratic. Sometimes the netthread throughput
is ~20Gb/s. Sometimes it is ~2Gb/s and packets get dropped. Still under investigation.
---
 .gitmodules                    |   3 +
 bitshuffle                     |   1 +
 print-nic-stats.sh             |   8 +-
 src/Makefile.am                |  11 +-
 src/catcher.py                 |  26 +-
 src/gen_fake_corr_output.py    |  21 +-
 src/hera_catcher_disk_thread.c | 433 ++++++++++++++++++++++++---------
 src/hera_catcher_net_thread.c  |  24 +-
 src/make_hera_hdf5_template.py | 100 +++++---
 src/paper_databuf.h            |   8 +-
 tweak-perf-sn.sh               |  34 +++
 11 files changed, 493 insertions(+), 176 deletions(-)
 create mode 160000 bitshuffle
 create mode 100755 tweak-perf-sn.sh

diff --git a/.gitmodules b/.gitmodules
index c9200ab0..7bde612e 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -1,3 +1,6 @@
 [submodule "xGPU"]
 	path = xGPU
 	url = https://github.com/GPU-correlators/xGPU
+[submodule "bitshuffle"]
+	path = bitshuffle
+	url = https://github.com/kiyo-masui/bitshuffle
diff --git a/bitshuffle b/bitshuffle
new file mode 160000
index 00000000..04e58bd5
--- /dev/null
+++ b/bitshuffle
@@ -0,0 +1 @@
+Subproject commit 04e58bd553304ec26e222654f1d9b6ff64e97d10
diff --git a/print-nic-stats.sh b/print-nic-stats.sh
index c6a558e3..f2d9802f 100755
--- a/print-nic-stats.sh
+++ b/print-nic-stats.sh
@@ -1,6 +1,6 @@
 #! /bin/bash
 
-ethtool -S eth2 | grep rx_dropped
-ethtool -S eth2 | grep vport_dropped
-ethtool -S eth2 | grep rx_fifo_errors
-ethtool -S eth2 | grep rx_missed_errors
+ethtool -S eth3 | grep rx_dropped
+ethtool -S eth3 | grep vport_dropped
+ethtool -S eth3 | grep rx_fifo_errors
+ethtool -S eth3 | grep rx_missed_errors
diff --git a/src/Makefile.am b/src/Makefile.am
index 25107bf1..7d67f766 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -21,7 +21,11 @@ paper_threads = paper_fake_net_thread.c       \
 		hera_pktsock_thread.c         \
 		paper_crc_thread.c            \
                 hera_catcher_net_thread.c     \
-                hera_catcher_disk_thread.c
+                hera_catcher_disk_thread.c    \
+                lzf/lzf/lzf_c.c \
+                lzf/lzf/lzf_d.c \
+                lzf/lzf_filter.c \
+                lzf_filter.h
 
 paper_fluff = paper_fluff.h \
 	      paper_fluff.c
@@ -36,8 +40,13 @@ paper_gpu_la_LIBADD   = -lrt -lxgpu
 paper_gpu_la_LDFLAGS  = -avoid-version -module -shared -export-dynamic
 paper_gpu_la_LDFLAGS += -L"@XGPU_LIBDIR@" -Wl,-rpath,"@XGPU_LIBDIR@"
 paper_gpu_la_LDFLAGS += -L"@HASHPIPE_LIBDIR@" -Wl,-rpath,"@HASHPIPE_LIBDIR@"
+# Include HDF5 Libraries
 paper_gpu_la_LDFLAGS += -L/usr/lib/x86_64-linux-gnu/hdf5/serial
 paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5
+# Include HDF5 compression libraries
+#paper_gpu_la_LDFLAGS += -L/usr/local/lib/python2.7/dist-packages/bitshuffle/plugin
+#paper_gpu_la_LDFLAGS += -lh5LZF -lh5bshuf
+
 
 # Installed scripts
 dist_bin_SCRIPTS = paper_init.sh \
diff --git a/src/catcher.py b/src/catcher.py
index 39c0d87f..30f6dd8b 100644
--- a/src/catcher.py
+++ b/src/catcher.py
@@ -6,18 +6,22 @@
 
 
 NANTS = 192
-NCHANS = 384
-NWORDS = NANTS * (NANTS+1) / 2 * 2 * 4 * NCHANS
+NCHANS = 8192 / 4 * 3
+NXENG = 16
+NWORDS = 2 * NANTS * (NANTS+1) / 2 * 4 * NCHANS
 
-BYTES_PER_PACKET = 1024 + 16
+PAYLOAD_LEN = 8192
+BYTES_PER_PACKET = PAYLOAD_LEN + 16
+max_offset = NWORDS*8 / NXENG - PAYLOAD_LEN
+print "Max offset:", max_offset
 
-NPACKETS = NWORDS / 256
+NPACKETS = NWORDS * 8 / PAYLOAD_LEN
 print "Expecting %d packets" % NPACKETS
 
 sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
 sock.setsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF, 800000)
 
-sock.bind(("0.0.0.0", 7148))
+sock.bind(("10.80.40.251", 10000))
 
 dout = np.zeros(NWORDS, dtype=np.int32)
 
@@ -26,7 +30,7 @@
 start = time.time()
 while True:
     data = sock.recv(BYTES_PER_PACKET)
-    unpacked = struct.unpack('>QLHH', data[0:16])
+    unpacked = struct.unpack('<QLHH', data[0:16])
     timestamp = unpacked[0]
     offset = unpacked[1]
     xeng_id = unpacked[2]
@@ -39,11 +43,13 @@
         #print time, packet_num, xeng_id, payload_len
         #print dout[256*packet_num:256*(packet_num+1)].shape
         #print len(unpacked[4:])
-        dout[offset/4:(offset+1024)/4] = np.fromstring(data[16:], dtype='>i')
-        if (offset == ((NPACKETS - 1) * 1024)):
-            break
+        #dout[offset/4:(offset+PAYLOAD_LEN)/4] = np.fromstring(data[16:], dtype='>i')
+        if (offset == max_offset):
+            stop = time.time()
+            print "%d packets received in %.2f seconds" % (n, stop - start)
+            n = 0
+            start = stop
 
-stop = time.time()
 
 print "%d packets received in %.2f seconds" % (n, stop - start)
 
diff --git a/src/gen_fake_corr_output.py b/src/gen_fake_corr_output.py
index e0ab91b3..0272e010 100644
--- a/src/gen_fake_corr_output.py
+++ b/src/gen_fake_corr_output.py
@@ -5,17 +5,18 @@
 
 NANTS = 192
 NCHANS = 8192 / 4 * 3
-BYTES_PER_PACKET = 1024
+BYTES_PER_PACKET = 4096
 MCNT_STEP = 2**18
 NX = 8
 TIME_DEMUX = 2
 NT = 2
+PERIOD = 10
 
 DESTIP = socket.gethostbyname("catcher")
 DESTPORT = 10000
 
-n_bls = (2*NANTS * (2*NANTS+1)) / 2 # 2xNANTS because that's how we deal with pols
-n_bytes = NCHANS * n_bls * 2 * 4 # real/imag, bytes-per-word
+n_bls = (NANTS * (NANTS+1)) / 2 * 4
+n_bytes = TIME_DEMUX * NCHANS * n_bls * 2 * 4 # real/imag, bytes-per-word
 n_pkts = (n_bytes / BYTES_PER_PACKET)
 n_pkts_per_x = n_pkts / NX
 
@@ -25,21 +26,27 @@
 
 s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
 
-mcnt = 0
-data = '\x00' * BYTES_PER_PACKET
+mcnt = 1310720
+data = struct.pack('<2i', 1, 2) * (BYTES_PER_PACKET/8)
+assert len(data) == BYTES_PER_PACKET
 
 while(True):
     start = time.time()
     offset = 0
-    for pkt in range(n_pkts_per_x):
+    for pkt in range(n_pkts_per_x/TIME_DEMUX):
         #if pkt % 100000 == 0:
         #    print pkt
         for t in range(TIME_DEMUX):
             for xeng in range(NX):
                 p = struct.pack('<QLHH', mcnt+NT*t, offset, xeng, BYTES_PER_PACKET) + data
                 s.sendto(p, (DESTIP, DESTPORT))
+            time.sleep(1e-6)
         offset += BYTES_PER_PACKET
     elapsed = time.time() - start
-    print "dump sent (MCNT: %d) in %.2fs (%.2f Gb/s)" % (mcnt, elapsed, TIME_DEMUX*n_bytes*8 / elapsed / 1e9)
     mcnt += MCNT_STEP
+    wait_time = PERIOD - elapsed
+    if wait_time > 0:
+        time.sleep(wait_time)
+    total_time = time.time() - start
+    print "dump sent (MCNT: %d) in %.2fs at %.2f Gb/s" % (mcnt, total_time, n_bytes*8 / elapsed / 1e9)
 
diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index bc0fbe2f..020a320b 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -17,54 +17,118 @@
 #include <fcntl.h>
 #include <unistd.h>
 #include <hdf5.h>
+#include <smmintrin.h>
+#include <immintrin.h>
 
 #include "hashpipe.h"
 #include "paper_databuf.h"
+#include "lzf_filter.h"
 
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
 
 #define N_DATA_DIMS (4)
+#define N_CHAN_PROCESSED (N_CHAN_TOTAL / CATCHER_CHAN_SUM)
+#define N_BL_PER_WRITE (8)
+
+static hid_t complex_id;
+
+typedef struct {
+    hid_t file_id;
+    hid_t header_gid;
+    hid_t data_gid;
+    hid_t extra_keywords_gid;
+    hid_t visdata_did;
+    hid_t flags_did;
+    hid_t nsamples_did;
+    hid_t visdata_fs;
+    hid_t flags_fs;
+    hid_t nsamples_fs;
+} hdf5_id_t;  
+
+void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts) {
+    hid_t dataset_id;
+    dataset_id = H5Dopen(id->extra_keywords_gid, "stopt", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_stop_t);
+    H5Dclose(dataset_id);
+    dataset_id = H5Dopen(id->extra_keywords_gid, "duration", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_duration);
+    H5Dclose(dataset_id);
+    dataset_id = H5Dopen(id->header_gid, "Nblts", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nblts);
+    H5Dclose(dataset_id);
+    // Close datasets
+    H5Dclose(id->visdata_did);
+    H5Dclose(id->flags_did);
+    H5Dclose(id->nsamples_did);
+    // Close groups
+    H5Gclose(id->extra_keywords_gid);
+    H5Gclose(id->header_gid);
+    H5Gclose(id->data_gid);
+    // Close file
+    H5Fflush(id->file_id, H5F_SCOPE_GLOBAL);
+    H5Fclose(id->file_id);
+}
+
 /*
 Create an extensible dataset for visdata, visdata_diff, flags, nsamples
 see https://gist.github.com/simleb/5205083/
 */
-void make_extensible_hdf5(hid_t id)
+// see https://support.hdfgroup.org/services/contributions.html
+# define FILTER_H5_LZF 32000
+# define FILTER_H5_BITSHUFFLE 32008
+void make_extensible_hdf5(hdf5_id_t *id)
 {
-    hsize_t dims[N_DATA_DIMS] = {0, N_CHAN_TOTAL, VIS_MATRIX_ENTRIES_PER_CHAN, N_STOKES};
-    hsize_t max_dims[N_DATA_DIMS] = {H5S_UNLIMITED, N_CHAN_TOTAL, VIS_MATRIX_ENTRIES_PER_CHAN, N_STOKES};
+    hsize_t dims[N_DATA_DIMS] = {0, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
+    hsize_t max_dims[N_DATA_DIMS] = {16, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
+    hsize_t chunk_dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
     
     hid_t file_space = H5Screate_simple(N_DATA_DIMS, dims, max_dims);
     hid_t plist = H5Pcreate(H5P_DATASET_CREATE);
+
+    //hid_t plist_lzf = H5Pcreate(H5P_DATASET_CREATE);
+    //H5Pset_chunk(plist_lzf, N_DATA_DIMS, chunk_dims);
+    //H5Pset_shuffle(plist_lzf);
+    //H5Pset_filter(plist_lzf, H5PY_FILTER_LZF, H5Z_FLAG_OPTIONAL, 0, NULL);
+
     H5Pset_layout(plist, H5D_CHUNKED);
-    hsize_t chunk_dims[N_DATA_DIMS] = {2, N_CHAN_TOTAL, VIS_MATRIX_ENTRIES_PER_CHAN, N_STOKES};
+
     H5Pset_chunk(plist, N_DATA_DIMS, chunk_dims);
     
     // Now we have the dataspace properties, create the datasets
-    H5Dcreate(id, "visdata",      H5T_NATIVE_FLOAT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
-    H5Dcreate(id, "visdata_diff", H5T_NATIVE_FLOAT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
-    H5Dcreate(id, "nsamples",     H5T_NATIVE_FLOAT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
-    H5Dcreate(id, "flags",        H5T_NATIVE_FLOAT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    id->visdata_did = H5Dcreate(id->data_gid, "visdata", complex_id, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->visdata_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create visdata dataset");
+        pthread_exit(NULL);
+    }
+
+    id->nsamples_did = H5Dcreate(id->data_gid, "nsamples", H5T_STD_I64LE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->nsamples_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create nsamples dataset");
+        pthread_exit(NULL);
+    }
+
+    id->flags_did = H5Dcreate(id->data_gid, "flags", H5T_NATIVE_HBOOL, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->flags_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create flags dataset");
+        pthread_exit(NULL);
+    }
+
     H5Pclose(plist);
     H5Sclose(file_space);
 }
-/*
-Turn an mcnt into a UNIX time in double-precision.
-*/
-double mcnt2time(uint32_t mcnt, uint32_t sync_time)
-{
-    return (sync_time + mcnt) * (N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE);
-}
 
 hid_t open_hdf5_from_template(char * sourcename, char * destname)
 {
     int read_fd, write_fd;
     struct stat stat_buf;
     off_t offset = 0;
+    hid_t status;
     
     read_fd = open(sourcename, O_RDONLY);
     if (read_fd < 0) {
-        return -1;
+        hashpipe_error(__FUNCTION__, "error opening %s", sourcename);
+        pthread_exit(NULL);
     }
 
     // Get the file size
@@ -72,14 +136,180 @@ hid_t open_hdf5_from_template(char * sourcename, char * destname)
 
     write_fd = open(destname, O_WRONLY | O_CREAT, stat_buf.st_mode);
     if (write_fd < 0) {
-        return -1;
+        hashpipe_error(__FUNCTION__, "error opening %s", destname);
+        pthread_exit(NULL);
     }
 
     sendfile(write_fd, read_fd, &offset, stat_buf.st_size);
     
     close(read_fd);
     close(write_fd);
-    return H5Fopen(sourcename, H5F_ACC_RDWR, H5P_DEFAULT);
+
+    status = H5Fopen(destname, H5F_ACC_RDWR, H5P_DEFAULT);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "error opening %s as HDF5 file", destname);
+        pthread_exit(NULL);
+    }
+
+    return status;
+}
+
+
+void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t) {
+    hid_t dataset_id;
+
+    id->file_id = open_hdf5_from_template(template_fname, hdf5_fname);
+    // Open HDF5 header groups and create data group
+
+    id->header_gid = H5Gopen(id->file_id, "Header", H5P_DEFAULT);
+    if (id->header_gid < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header");
+        pthread_exit(NULL);
+    }
+    
+    id->extra_keywords_gid = H5Gopen(id->header_gid, "extra_keywords", H5P_DEFAULT);
+    if (id->extra_keywords_gid < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords");
+        pthread_exit(NULL);
+    }
+
+    id->data_gid = H5Gcreate(id->file_id, "Data", H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT);
+    if (id->data_gid < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create Data group");
+        pthread_exit(NULL);
+    }
+    // Create the extensible "Data" group datasets. This function
+    // assigns all the dataset ids to the id struct
+    make_extensible_hdf5(id);
+    
+    // Write meta-data values we know at file-open
+    dataset_id = H5Dopen(id->extra_keywords_gid, "obs_id", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_obs_id);
+    H5Dclose(dataset_id);
+    dataset_id = H5Dopen(id->extra_keywords_gid, "startt", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_start_t);
+    H5Dclose(dataset_id);
+}
+
+void extend_datasets(hdf5_id_t *id, int n) {
+    hsize_t dims[N_DATA_DIMS] = {n, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
+    H5Dset_extent(id->visdata_did, dims);
+    H5Dset_extent(id->flags_did, dims);
+    H5Dset_extent(id->nsamples_did, dims);
+    id->visdata_fs  = H5Dget_space(id->visdata_did);
+    id->flags_fs    = H5Dget_space(id->flags_did);
+    id->nsamples_fs = H5Dget_space(id->nsamples_did);
+}
+
+void close_filespaces(hdf5_id_t *id) {
+    H5Sclose(id->visdata_fs);
+    H5Sclose(id->flags_fs);
+    H5Sclose(id->nsamples_fs);
+}
+
+
+
+/*
+Write an n_baselines x n_stokes data block to dataset `id` at time position `t`, channel number `c`
+*/
+void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space, uint64_t *visdata_buf)
+{
+    hsize_t start[N_DATA_DIMS] = {t, b, 0, 0};
+    hsize_t count[N_DATA_DIMS] = {1, N_BL_PER_WRITE, N_CHAN_PROCESSED, N_STOKES};
+    H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
+    H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf);
+}
+
+/*
+Turn an mcnt into a UNIX time in double-precision.
+*/
+double mcnt2time(uint64_t mcnt, uint32_t sync_time)
+{
+    return (sync_time + mcnt) * (N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE);
+}
+
+/*
+Given an intire input buffer --
+even/odd x 1 time x N_chans x N_bls x  N_stokes x 2 (real/imag)
+Write --
+even/odd-sum x 1 bl x N_chans x N_stokes x 2 (real/imag) into `out_sum`.
+even/odd-diff dx 1 bl x N_chans x N_stokes x 2 (real/imag) into `out_diff`.
+Choose the baseline with the index `b`
+This function sums over CATCHER_SUM_CHANS as it transposes, and computes even/odd sum/diff.
+
+*/
+#define corr_databuf_data_idx(c, b) (2*((c*VIS_MATRIX_ENTRIES_PER_CHAN) + (N_STOKES*b)))
+void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int b) {
+    
+    int i, chan, output_chan;
+    __m256i sum_even[N_BL_PER_WRITE], sum_odd[N_BL_PER_WRITE];
+    __m256i val_even[N_BL_PER_WRITE], val_odd[N_BL_PER_WRITE];
+    // Wasteful, but initialize so that the compiler is happy...
+    for(i=0; i<N_BL_PER_WRITE; i++) {
+        sum_even[i] = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+        sum_odd[i]  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+    }
+
+    int32_t *in_even = in + corr_databuf_data_idx(0,b);
+    int32_t *in_odd = in_even + 2*VIS_MATRIX_ENTRIES;
+    __m256i *in_even256 = (__m256i *)in_even;
+    __m256i *in_odd256  = (__m256i *)in_odd;
+    __m256i *out_sum256 = (__m256i *)out_sum;
+    __m256i *out_diff256 = (__m256i *)out_diff;
+    int32_t temp[8];
+
+    for (chan=0; chan<N_CHAN_TOTAL; chan++) {
+        //val_odd  = _mm256_load_si256(in_odd256 + 1);
+        for(i=0; i<N_BL_PER_WRITE; i++) {
+            val_even[i] = _mm256_load_si256(in_even256 + i);
+            val_odd[i] = _mm256_load_si256(in_odd256 + i);
+            _mm256_store_si256((__m256i *)temp, val_even[i]);
+            //fprintf(stdout, "%d, %d, %d, %d, %d, %d, %d, %d\n", temp[0], temp[1], temp[2], temp[3], temp[4], temp[5], temp[6], temp[7]);
+        }
+        if ((chan % CATCHER_CHAN_SUM) == 0) {
+            // Start new accumulation (count to VIS_MATRIX_ENTRIES_PER_CHAN*2 for real/imag)
+            for(i=0; i<N_BL_PER_WRITE; i++) {
+                sum_even[i] = val_even[i];
+                sum_odd[i] = val_odd[i];
+            }
+        } else {
+            // Add to existing accumulation
+            for(i=0; i<N_BL_PER_WRITE; i++) {
+                sum_even[i] = _mm256_add_epi32(sum_even[i], val_even[i]);
+                sum_odd[i] = _mm256_add_epi32(sum_odd[i], val_odd[i]);
+            }
+        }
+
+        in_even256 += (VIS_MATRIX_ENTRIES_PER_CHAN >> 2);
+        in_odd256  += (VIS_MATRIX_ENTRIES_PER_CHAN >> 2);
+        // If this is the last channel in the sum, take the even/odd sum/diff, and write to the
+        // output buffer
+        if ((chan % CATCHER_CHAN_SUM) == (CATCHER_CHAN_SUM-1)) {
+            output_chan = chan / CATCHER_CHAN_SUM;
+            // Compute sums/diffs
+            for(i=0; i<N_BL_PER_WRITE; i++) {
+                _mm256_store_si256(out_sum256  + i*N_CHAN_PROCESSED + output_chan, _mm256_add_epi32(sum_even[i], sum_odd[i]));
+                _mm256_store_si256(out_diff256 + i*N_CHAN_PROCESSED + output_chan, _mm256_sub_epi32(sum_even[i], sum_odd[i]));
+            }
+        }
+    }
+}
+
+
+static int init(hashpipe_thread_args_t *args)
+{
+    //hashpipe_status_t st = args->st;
+    if (register_lzf() < 0) {
+        hashpipe_error(__FUNCTION__, "error registering LZF filter");
+        pthread_exit(NULL);
+    }
+    fprintf(stdout, "Initializing Catcher disk thread\n");
+
+    // generate the complex data type
+    complex_id = H5Tcreate(H5T_COMPOUND, 8);
+    H5Tinsert(complex_id, "r", 0, H5T_STD_I32LE);
+    H5Tinsert(complex_id, "i", 4, H5T_STD_I32LE);
+    return 0;
 }
 
 static void *run(hashpipe_thread_args_t * args)
@@ -97,10 +327,11 @@ static void *run(hashpipe_thread_args_t * args)
 
     // Variables for sync time and computed gps time / JD
     uint32_t sync_time = 0;
-    uint32_t gps_time;
-    uint32_t julian_time;
+    double gps_time;
+    double julian_time;
 
     // How many integrations to dump to a file before starting the next one
+    // This is read from shared memory
     uint32_t ms_per_file;
 
     // Get template filename from redis
@@ -110,35 +341,41 @@ static void *run(hashpipe_thread_args_t * args)
     // Get time that F-engines were last sync'd
     hgetu4(st.buf, "SYNCTIME", &sync_time);
 
-    hgetu4(st.buf, "MSPERFILE", &ms_per_file);
+    hgetu4(st.buf, "MSPERFIL", &ms_per_file);
 
     // Init status variables
     hputi8(st.buf, "DISKMCNT", 0);
     hashpipe_status_unlock_safe(&st);
+    
+    fprintf(stdout, "Catcher using header template %s\n", template_fname);
+    fprintf(stdout, "Catcher using sync time %u\n", sync_time);
+    fprintf(stdout, "Catcher recording %ums per file\n", ms_per_file);
 
     /* Loop */
     int32_t *db_in32;
     int rv;
     int curblock_in=0;
-    int chan_index, bl;
-    int32_t *data_even;
-    int32_t *data_odd;
+    int bl;
     double curr_file_time = -1.0;
-    hid_t hdf5_id, header_id, extra_header_id, data_group_id, dataset_id;
-    hid_t visdata_id, visdata_diff_id, flags_id, nsamples_id, mem_space;
     double file_start_t, file_stop_t, file_duration;
-    int64_t file_obs_id, file_nblts=0;
+    int64_t file_obs_id, file_nblts=0, file_nts=0;
     float gbps, min_gbps;
 
     struct timespec start, finish;
+
+    hdf5_id_t sum_file, diff_file;
     
-    // Allocate the buffers to be used for summing channels
-    data_even  = (int32_t *)malloc(VIS_MATRIX_ENTRIES_PER_CHAN * 2);
-    data_odd   = (int32_t *)malloc(VIS_MATRIX_ENTRIES_PER_CHAN * 2);
+    int32_t *bl_buf_sum  = (int32_t *)aligned_alloc(32, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+    int32_t *bl_buf_diff = (int32_t *)aligned_alloc(32, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+
+    // Allocate an array of bools for flags and n_samples
+    hbool_t *flags = (hbool_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(hbool_t));
+    uint64_t *nsamples = (uint64_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED* sizeof(uint64_t));
+
     // Define the memory space used by these buffers for HDF5 access
-    hsize_t dims[N_DATA_DIMS] = {1, 1, VIS_MATRIX_ENTRIES_PER_CHAN, N_STOKES};
-    mem_space = H5Screate_simple(N_DATA_DIMS, dims, NULL);
-    mem_space = mem_space; //FIXME
+    // We write 1 baseline-time at a time
+    hsize_t dims[N_DATA_DIMS] = {1, N_BL_PER_WRITE, N_CHAN_PROCESSED, N_STOKES};
+    hid_t mem_space = H5Screate_simple(N_DATA_DIMS, dims, NULL);
 
     while (run_threads()) {
         // Note waiting status,
@@ -173,101 +410,71 @@ static void *run(hashpipe_thread_args_t * args)
 
         clock_gettime(CLOCK_MONOTONIC, &start);
         gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt, sync_time);
+        fprintf(stdout, "Processing new block with: mcnt: %lu\n", db_in->block[curblock_in].header.mcnt);
+        fprintf(stdout, "Processing new block with: gps_time: %lf\n", gps_time);
         julian_time = 2440587.5 + (gps_time / (double)(86400.0));
-        if ((gps_time - curr_file_time) > ms_per_file) {
-            // If a file is open:
-            if (curr_file_time < 0) {
-                // Write the meta-data we now know at file close
-                dataset_id = H5Dopen(extra_header_id, "stopt", H5P_DEFAULT);
-                H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_stop_t);
-                H5Dclose(dataset_id);
-                dataset_id = H5Dopen(extra_header_id, "duration", H5P_DEFAULT);
-                H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_duration);
-                H5Dclose(dataset_id);
-                dataset_id = H5Dopen(header_id, "Nblts", H5P_DEFAULT);
-                H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nblts);
-                // Close dataset
-                H5Dclose(dataset_id);
-                // Close groups
-                H5Gclose(header_id);
-                H5Gclose(extra_header_id);
-                H5Gclose(data_group_id);
-                // Close file
-                H5Fclose(hdf5_id);
+
+        if ((curr_file_time < 0) || (1000*(gps_time - curr_file_time) > ms_per_file)) {
+            fprintf(stdout, "New file trigger: gps_time: %lf, curr_file_time: %lf\n", gps_time, curr_file_time);
+            // If a file is open, finish its meta-data and close it.
+            if (curr_file_time >= 0) {
+                fprintf(stdout, "Closing datasets and files\n");
+                close_file(&sum_file, file_stop_t, file_duration, file_nblts);
+                close_file(&diff_file, file_stop_t, file_duration, file_nblts);
             }
+
             // And now start a new file
             curr_file_time = gps_time;
             file_nblts = 0;
+            file_nts = 0;
             file_start_t = gps_time;
             file_obs_id = (int64_t)gps_time;
-            sprintf(hdf5_fname, "zen.%7.5d.uvh5", julian_time);
-            hdf5_id = open_hdf5_from_template(hdf5_fname, template_fname);
-            // Open HDF5 groups
-            header_id = H5Gopen(hdf5_id, "Header", H5P_DEFAULT);
-            extra_header_id = H5Gopen(header_id, "extra_keywords", H5P_DEFAULT);
-            data_group_id = H5Gopen(hdf5_id, "Data", H5P_DEFAULT);
-            make_extensible_hdf5(data_group_id);
-            // Get IDs for all the extensible datasets
-            visdata_id      = H5Dopen(data_group_id, "visdata", H5P_DEFAULT);
-            visdata_diff_id = H5Dopen(data_group_id, "visdata_diff", H5P_DEFAULT);
-            flags_id        = H5Dopen(data_group_id, "flags", H5P_DEFAULT);
-            nsamples_id     = H5Dopen(data_group_id, "nsamples", H5P_DEFAULT);
-visdata_id      = visdata_id;
-visdata_diff_id = visdata_diff_id;
-flags_id        = flags_id       ;          
-nsamples_id     = nsamples_id    ;
-            // Write meta-data values we know at file-open
-            dataset_id = H5Dopen(extra_header_id, "obs_id", H5P_DEFAULT);
-            H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_obs_id);
-            H5Dclose(dataset_id);
-            dataset_id = H5Dopen(extra_header_id, "startt", H5P_DEFAULT);
-            H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_start_t);
-            H5Dclose(dataset_id);
-            
-            
+            sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
+            fprintf(stdout, "Opening new file %s\n", hdf5_fname);
+            start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t);
+            sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
+            fprintf(stdout, "Opening new file %s\n", hdf5_fname);
+            start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t);
         }
+
+        // Update time and sample counters
         file_stop_t = gps_time;
-        file_duration = file_stop_t - file_start_t;
+        file_duration = file_stop_t - file_start_t; //really want a +1 * acc_len here
         file_nblts += VIS_MATRIX_ENTRIES_PER_CHAN;
+        file_nts += 1;
+
+        // extend the datasets with time axes and update filespace IDs
+        extend_datasets(&sum_file, file_nts);
+        extend_datasets(&diff_file, file_nts);
             
-        // Write lst_array, time_array, uvw_array, zenith_dec, zenith_ra
-        // Write data!
-        // First accumulate multiple channels. Then make the even/odd sum / differences
-        
-        for(chan_index=0; chan_index<N_CHAN_TOTAL; chan_index+=1){
-            if ((chan_index % CATCHER_CHAN_SUM) == 0) {
-                // Start new accumulation (count to VIS_MATRIX_ENTRIES_PER_CHAN*2 for real/imag)
-                for(bl=0; bl<VIS_MATRIX_ENTRIES_PER_CHAN*2; bl+=1){
-                    data_even[bl] = db_in32[bl + 2*(VIS_MATRIX_ENTRIES_PER_CHAN*chan_index)];
-                    data_odd[bl]  = db_in32[bl + 2*(VIS_MATRIX_ENTRIES_PER_CHAN*chan_index + VIS_MATRIX_ENTRIES)];
-                }
-            } else {
-                // Add to existing accumulation
-                for(bl=0; bl<VIS_MATRIX_ENTRIES_PER_CHAN*2; bl+=1){
-                    data_even[bl] += db_in32[bl + 2*(VIS_MATRIX_ENTRIES_PER_CHAN*chan_index)];
-                    data_odd[bl]  += db_in32[bl + 2*(VIS_MATRIX_ENTRIES_PER_CHAN*chan_index + VIS_MATRIX_ENTRIES)];
-                }
-            }
-            if ((chan_index % CATCHER_CHAN_SUM) == (CATCHER_CHAN_SUM-1)) {
-                // Write to file
-                for(bl=0; bl<VIS_MATRIX_ENTRIES_PER_CHAN*2; bl+=1){
-                data_even[bl] = data_even[bl];
-                data_odd[bl] = data_odd[bl];
-                }
-            }
+        // TODO: Write lst_array, time_array, uvw_array, zenith_dec, zenith_ra
+
+        // Sum over channels, compute even/odd sum/diffs, and get data on a per-baseline basis
+        fprintf(stdout, "Writing integration\n");
+        for(bl=0; bl<(VIS_MATRIX_ENTRIES_PER_CHAN/N_STOKES); bl+=N_BL_PER_WRITE) {
+            transpose_bl_chan(db_in32, bl_buf_sum, bl_buf_diff, bl);
+            //write data to file
+            write_channels(&sum_file, file_nts-1, bl, mem_space, (uint64_t *)bl_buf_sum); 
+            write_channels(&diff_file, file_nts-1, bl, mem_space, (uint64_t *)bl_buf_diff); 
+            //write_baselines(nsamples_id, file_nts-1, chunk_index*CHAN_CHUNK_SIZE, fs_nsamples_id, mem_space, (uint64_t *)nsamples, H5T_STD_I64LE); 
+            flags = flags;
+            nsamples = nsamples;
         }
-        
-        
-            
+
+        fprintf(stdout, "Integration written\n");
+        // Close the filespaces - leave the datasets open. We'll close those when the file is done
+        close_filespaces(&sum_file);
+        close_filespaces(&diff_file);
 
         clock_gettime(CLOCK_MONOTONIC, &finish);
 
-        // Note processing time
+        // Note processing time for this integration
         hashpipe_status_lock_safe(&st);
-        // Bits per fluff / ns per fluff = Gbps
+
         hgetr4(st.buf, "DISKMING", &min_gbps);
-        gbps = (float)(8L*VIS_MATRIX_ENTRIES*2*4)/ELAPSED_NS(start,finish); //Gigabits / s
+        gbps = (float)(2*64L*VIS_MATRIX_ENTRIES/CATCHER_CHAN_SUM)/ELAPSED_NS(start,finish); //Gigabits / s
         hputr4(st.buf, "DISKGBPS", gbps);
+        hputr4(st.buf, "DUMPMS", ELAPSED_NS(start,finish) / 1000000.0);
         if(min_gbps == 0 || gbps < min_gbps) {
           hputr4(st.buf, "DISKMING", gbps);
         }
@@ -285,10 +492,10 @@ nsamples_id     = nsamples_id    ;
     return NULL;
 }
 
-static hashpipe_thread_desc_t disk_thread = {
+static hashpipe_thread_desc_t hera_catcher_disk_thread = {
     name: "hera_catcher_disk_thread",
     skey: "DISKSTAT",
-    init: NULL,
+    init: init,
     run:  run,
     ibuf_desc: {hera_catcher_input_databuf_create},
     obuf_desc: {NULL}
@@ -296,5 +503,5 @@ static hashpipe_thread_desc_t disk_thread = {
 
 static __attribute__((constructor)) void ctor()
 {
-  register_hashpipe_thread(&disk_thread);
+  register_hashpipe_thread(&hera_catcher_disk_thread);
 }
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 5faf0bca..4a22072f 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -105,7 +105,7 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
     hashpipe_status_lock_busywait_safe(st_p);
     hputu4(st_p->buf, "NETBKOUT", block_i);
     if(block_missed_pkt_cnt) {
-        //fprintf(stdout, "Expected %lu packets, Got %d\n", PACKETS_PER_VIS_MATRIX, binfo->block_packet_counter[block_i]);
+        fprintf(stdout, "Expected %lu packets, Got %d\n", PACKETS_PER_VIS_MATRIX, binfo->block_packet_counter[block_i]);
 	// Increment MISSEDPK by number of missed packets for this block
 	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
 	missed_pkt_cnt += block_missed_pkt_cnt;
@@ -164,19 +164,24 @@ static inline uint64_t process_packet(
     int64_t pkt_mcnt_dist;
     uint64_t pkt_mcnt;
     int time_demux_block;
-    uint64_t cur_mcnt;
+    uint64_t cur_mcnt = -1;
     uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
     //int i;
 
-    // Lazy init binfo
-    if(!binfo.initialized) {
-	initialize_block_info(&binfo);
-    }
 
     // Parse packet header
     packet_header_p = (packet_header_t *)PKT_UDP_DATA(p_frame);
     time_demux_block = (packet_header_p->mcnt / Nt) % TIME_DEMUX;
     pkt_mcnt = packet_header_p->mcnt - (Nt*time_demux_block);
+    //fprintf(stdout, "header_cal: %lu, time_demux_block: %d; mcnt: %lu\n", packet_header_p->mcnt, time_demux_block, pkt_mcnt);
+
+    // Lazy init binfo
+    if(!binfo.initialized) {
+	initialize_block_info(&binfo);
+        // If this is the first block, then set it's mcnt (which was dummy init-ed to 0)`
+        initialize_block(hera_catcher_input_databuf_p, pkt_mcnt, binfo.block_i);
+    }
+
     cur_mcnt = hera_catcher_input_databuf_p->block[binfo.block_i].header.mcnt;
 
     pkt_mcnt_dist = pkt_mcnt - cur_mcnt;
@@ -187,6 +192,7 @@ static inline uint64_t process_packet(
     // If the MCNT has changed, we need to start a new buffer.
     // Mark the current block as filled
     if (0 != pkt_mcnt_dist) {
+        fprintf(stdout, "Marking block filled\n");
         netmcnt = set_block_filled(hera_catcher_input_databuf_p, &binfo);
         // Reset binfo's packet counter for this packet's block
         binfo.block_packet_counter[binfo.block_i] = 0;
@@ -219,8 +225,10 @@ static inline uint64_t process_packet(
     binfo.block_packet_counter[binfo.block_i]++;
 
     // Copy data into buffer
-    dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset);
-    payload_p = (uint64_t *)(PKT_UDP_DATA(p_frame) + (sizeof(packet_header_t) >> 3));
+    dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset));
+    payload_p = (uint64_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t));
+    //fprintf(stdout, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d (%d,%d)\n", packet_header_p->mcnt, time_demux_block, packet_header_p->offset, packet_header_p->xeng_id, ((int32_t *)payload_p)[0], ((int32_t*)payload_p)[1]);
+    //fprintf(stdout, "offset: %d\n", hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset));
     memcpy(dest_p, payload_p, packet_header_p->payload_len);
     
     return netmcnt;
diff --git a/src/make_hera_hdf5_template.py b/src/make_hera_hdf5_template.py
index db48f892..700d66f1 100644
--- a/src/make_hera_hdf5_template.py
+++ b/src/make_hera_hdf5_template.py
@@ -2,6 +2,7 @@
 import sys
 import numpy as np
 import time
+import pickle
 
 def get_bl_order(n_ants):
     """
@@ -26,10 +27,29 @@ def get_ant_names():
     """
     return ["foo"]*350
 
-def create_header(h5):
+def get_cm_info():
+    from hera_cm import sys_handler
+    h = sys_handler.Handler()
+    return h.get_cminfo_correlator()
+
+def create_header(h5, use_cm=False):
+    """
+    Create an HDF5 file with appropriate datasets in a "Header"
+    data group.
+
+    inputs: h5 -- an h5py File object
+            use_cm -- boolean. If True, get valid data from the hera_cm
+                      system. If False, just stuff the header with fake
+                      data.
+    """
+    if use_cm:
+        cminfo = get_cm_info()
+
     NANTS_DATA = 196
     NANTS = 350
-    NTIMES = 10
+    NCHANS = 2048 / 4. * 3
+    ANT_DIAMETER = 14.0
+    INT_TIME = 10.0
     n_bls = (NANTS * (NANTS + 1)) / 2
     bls = np.array(get_bl_order(NANTS_DATA))
 
@@ -37,54 +57,76 @@ def create_header(h5):
     header.create_dataset("Nants_data", dtype="<i8", data=NANTS_DATA)
     header.create_dataset("Nants_telescope", dtype="<i8", data=NANTS)
     header.create_dataset("Nbls",   dtype="<i8", data=n_bls)
-    # Nblts needs populating by receiver
-    #header.create_dataset("Nblts",  dtype="<i8", data=n_bls * NTIMES)
-    header.create_dataset("Nfreqs", dtype="<i8", data=8192/4*3)
+    header.create_dataset("Nblts",  dtype="<i8", data=0) # updated by receiver when file is closed
+    header.create_dataset("Nfreqs", dtype="<i8", data=NCHANS)
     header.create_dataset("Npols",  dtype="<i8", data=2)
     header.create_dataset("Nspws",  dtype="<i8", data=1)
-    header.create_dataset("Ntimes", dtype="<i8", data=NTIMES)
-    header.create_dataset("altitude",    dtype="<f8", data=0.0)
+    header.create_dataset("Ntimes", dtype="<i8", data=0) # updated by receiver when file is closed
     header.create_dataset("ant_1_array", dtype="<i8", data=bls[:,0])
     header.create_dataset("ant_2_array", dtype="<i8", data=bls[:,1])
-    header.create_dataset("antenna_diameters", dtype="<f8", data=14.0)
-    header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=get_ant_names())
-    header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=range(NANTS))
-    header.create_dataset("antenna_positions", dtype="<f8", data=np.zeros([NANTS,3]))
-    header.create_dataset("channel_width",     dtype="<f8", data=250e6 / 8192)
-    header.create_dataset("freq_array",        dtype="<f8", shape=(1, 8192/4*3), data=np.linspace(0, 250e6, 8192/4*3))
+    header.create_dataset("antenna_diameters", dtype="<f8", data=ANT_DIAMETER)
+    header.create_dataset("channel_width",     dtype="<f8", data=250e6 / (NCHANS / 3 * 4))
+    header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=np.linspace(0, 250e6, NCHANS))
     header.create_dataset("history",   data="%s: Template file created\n" % time.ctime())
     header.create_dataset("telescope", data="HERA")
-    header.create_dataset("integration_time", dtype="<f8", data=10.0)
-    header.create_dataset("latitude",    dtype="<f8", data=0.0)
-    header.create_dataset("longitude",   dtype="<f8", data= 0.0)
-    # lst_array needs populating by receiver. Should be center of integrations in radians
-    #header.create_dataset("lst_array",   dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    header.create_dataset("integration_time", dtype="<f8", data=INT_TIME)
     header.create_dataset("object_name", data="zenith")
     header.create_dataset("phase_type",  data="drift")
     header.create_dataset("polarization_array", dtype="<i8", data=[-5, -6, -7, -8])
     header.create_dataset("spw_array",      dtype="<i8", data=0)
     header.create_dataset("telescope_name", data="HERA")
+    header.create_dataset("vis_units",  data="uncalib")
+    if use_cm:
+        header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
+        ant_pos = np.zeros([NANTS,3], dtype=np.int64)
+        ant_names = cminfo["antenna_names"] + ["NONE"]*NANTS
+        ant_nums = [-1]*NANTS
+        for n, i in enumerate(cminfo["antenna_numbers"]):
+            ant_pos[i] = cminfo["antenna_positions"][n]
+            ant_names[i] = cminfo["antenna_names"][n]
+            ant_nums[i] = cminfo["antenna_numbers"][n]
+        header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=ant_names)
+        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=ant_nums)
+        header.create_dataset("antenna_positions",   dtype="<i8", shape=(NANTS,3), data=ant_pos)
+        header.create_dataset("latitude",    dtype="<f8", data=cminfo["cofa_lat"])
+        header.create_dataset("longitude",   dtype="<f8", data=cminfo["coofa_lon"])
+    else:
+        header.create_dataset("altitude",    dtype="<f8", data=0.0)
+        header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
+        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=range(NANTS))
+        header.create_dataset("antenna_positions",   dtype="<i8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
+        header.create_dataset("latitude",    dtype="<f8", data=0.0)
+        header.create_dataset("longitude",   dtype="<f8", data=0.0)
+
+    # lst_array needs populating by receiver. Should be center of integrations in radians
+    #header.create_dataset("lst_array",   dtype="<f8", data=np.zeros(n_bls * NTIMES))
     # time_array needs populating by receiver (should be center of integrations in JD)
     #header.create_dataset("time_array", dtype="<f8", data=np.zeros(n_bls * NTIMES))
     # uvw_needs populating by receiver: uvw = xyz(ant2) - xyz(ant1). Units, metres.
     #header.create_dataset("uvw_array",  dtype="<f8", data=np.zeros([n_bls * NTIMES, 3]))
-    header.create_dataset("vis_units",  data="uncalib")
     #header.create_dataset("zenith_dec", dtype="<f8", data=np.zeros(n_bls * NTIMES))
     #header.create_dataset("zenith_ra",  dtype="<f8", data=np.zeros(n_bls * NTIMES))
     # !Some! extra_keywords need to be computed for each file
-    add_extra_keywords(header)
+    if use_cm:
+        add_extra_keywords(header, cminfo)
+    else:
+        add_extra_keywords(header)
 
 
-def add_extra_keywords(obj):
+def add_extra_keywords(obj, cminfo=None):
     extras = obj.create_group("extra_keywords")
-    extras.create_dataset("cm_info", dtype="|S")
-    extras.create_dataset("cmver", dtype="|S")
-    extras.create_dataset("st_type", dtype="|S16")
-    # The following keywords can only be set when the file is written
-    extras.create_dataset("duration", dtype="<f8")
-    extras.create_dataset("obs_id", dtype="<i8")
-    extras.create_dataset("startt", dtype="<f8")
-    extras.create_dataset("stopt",  dtype="<f8")
+    if cminfo is not None:
+        extras.create_dataset("cmver", data=cminfo["cm_version"])
+        extras.create_dataset("cminfo", data=pickle.dumps(cminfo))
+    else:
+        extras.create_dataset("cmver", data="generated-without-cminfo")
+        extras.create_dataset("cminfo", data="generated-without-cminfo")
+        
+    extras.create_dataset("st_type", data="???")
+    extras.create_dataset("duration", dtype="<f8", data=0.0) # filled in by receiver
+    extras.create_dataset("obs_id", dtype="<i8", data=0)     # filled in by receiver
+    extras.create_dataset("startt", dtype="<f8", data=0.0)   # filled in by receiver
+    extras.create_dataset("stopt",  dtype="<f8", data=0.0)   # filled in by receiver
 
 if __name__ == "__main__":
     if len(sys.argv) < 2:
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 3ad872eb..fc12fb84 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -53,11 +53,11 @@
 
 // Correlator Output parameters
 #define CATCHER_PORT 10000
-#define OUTPUT_BYTES_PER_PACKET (1024)
+#define OUTPUT_BYTES_PER_PACKET (4096)
 #define CATCHER_N_BLOCKS 2
 #define CATCHER_CHAN_SUM 4
-#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL * (N_INPUTS * (N_INPUTS + 1)) / 2L)
-#define VIS_MATRIX_ENTRIES_PER_CHAN ((N_INPUTS * (N_INPUTS + 1)) / 2L)
+#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL * (N_INPUTS * ((N_INPUTS>>1) + 1)))
+#define VIS_MATRIX_ENTRIES_PER_CHAN (N_INPUTS * ((N_INPUTS>>1) + 1))
 #define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
 #define N_STOKES 4
 
@@ -291,7 +291,7 @@ typedef struct hera_catcher_input_databuf {
 } hera_catcher_input_databuf_t;
 
 #define hera_catcher_input_databuf_idx64(t, x, o) \
-  (((32*2*VIS_MATRIX_ENTRIES*t) + (VIS_MATRIX_ENTRIES_PER_CHAN *N_CHAN_PER_X*x) + o) / sizeof(uint64_t))
+  (((VIS_MATRIX_ENTRIES*t) + (VIS_MATRIX_ENTRIES_PER_CHAN * N_CHAN_PER_X*x)) + (o>>3))
 
 /*
  * INPUT BUFFER FUNCTIONS
diff --git a/tweak-perf-sn.sh b/tweak-perf-sn.sh
new file mode 100755
index 00000000..ffe3b345
--- /dev/null
+++ b/tweak-perf-sn.sh
@@ -0,0 +1,34 @@
+#! /bin/bash
+
+# Set high performance mode
+for i in `ls /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor`; do echo performance > $i; done
+
+# Set mtu
+ifconfig eth3 mtu 9000
+
+# Turn on pause requests
+ethtool -A eth3 rx on
+
+# Kernel buffer sizes
+sysctl net.core.rmem_max=8388608
+sysctl net.core.rmem_default=8388608
+
+# Kill packets before the IP stack
+iptables -t raw -A PREROUTING -i eth3 -p udp -j DROP
+
+# Set interrupt coalescing
+ethtool -C eth3 adaptive-rx off
+ethtool -C eth3 rx-frames 8
+ethtool -C eth3 rx-usecs 0
+
+# Set ring sizes to max
+ethtool -G eth3 rx 8192
+
+# Set Receiver Side Steering
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.110 m 0.0.0.0 action 4 loc 1
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 5 loc 2
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 6 loc 3
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 7 loc 4
+ethtool -U eth3 flow-type udp4 src-ip 10.80.40.1 m 255.255.255.255 action 4 loc 2
+
+

From 86df9862d292b460e59b3927d40889d36a3c09c4 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 5 Sep 2018 11:38:26 +0000
Subject: [PATCH 066/420] Fix performance / functional bug

Fix a problem with the netthreads use of hashpipe blocks
which resulted in mangling the timing of filling/freeing blocks
---
 src/Makefile.am                |  8 +--
 src/gen_fake_corr_output.py    |  3 +-
 src/hera_catcher_disk_thread.c | 93 +++++++++++++++++++++++-----------
 src/hera_catcher_net_thread.c  | 31 +++++++-----
 4 files changed, 89 insertions(+), 46 deletions(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index 7d67f766..ce6398ef 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -22,10 +22,10 @@ paper_threads = paper_fake_net_thread.c       \
 		paper_crc_thread.c            \
                 hera_catcher_net_thread.c     \
                 hera_catcher_disk_thread.c    \
-                lzf/lzf/lzf_c.c \
-                lzf/lzf/lzf_d.c \
-                lzf/lzf_filter.c \
-                lzf_filter.h
+                #lzf/lzf/lzf_c.c \
+                #lzf/lzf/lzf_d.c \
+                #lzf/lzf_filter.c \
+                #lzf_filter.h
 
 paper_fluff = paper_fluff.h \
 	      paper_fluff.c
diff --git a/src/gen_fake_corr_output.py b/src/gen_fake_corr_output.py
index 0272e010..432ebd74 100644
--- a/src/gen_fake_corr_output.py
+++ b/src/gen_fake_corr_output.py
@@ -38,7 +38,8 @@
         #    print pkt
         for t in range(TIME_DEMUX):
             for xeng in range(NX):
-                p = struct.pack('<QLHH', mcnt+NT*t, offset, xeng, BYTES_PER_PACKET) + data
+                #p = struct.pack('<QLHH', mcnt+NT*t, offset, xeng, BYTES_PER_PACKET) + data
+                p = struct.pack('<QQQQ', mcnt+NT*t, offset, xeng, BYTES_PER_PACKET) + data
                 s.sendto(p, (DESTIP, DESTPORT))
             time.sleep(1e-6)
         offset += BYTES_PER_PACKET
diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 020a320b..a76ae757 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -22,14 +22,22 @@
 
 #include "hashpipe.h"
 #include "paper_databuf.h"
-#include "lzf_filter.h"
+//#include "lzf_filter.h"
 
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
 
+#ifndef MIN
+#define MIN(a,b) ((a) < (b) ? (a) : (b))
+#endif
+
+#ifndef MAX
+#define MAX(a,b) ((a) > (b) ? (a) : (b))
+#endif
+
 #define N_DATA_DIMS (4)
 #define N_CHAN_PROCESSED (N_CHAN_TOTAL / CATCHER_CHAN_SUM)
-#define N_BL_PER_WRITE (8)
+#define N_BL_PER_WRITE (32)
 
 static hid_t complex_id;
 
@@ -46,7 +54,7 @@ typedef struct {
     hid_t nsamples_fs;
 } hdf5_id_t;  
 
-void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts) {
+static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts) {
     hid_t dataset_id;
     dataset_id = H5Dopen(id->extra_keywords_gid, "stopt", H5P_DEFAULT);
     H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_stop_t);
@@ -77,7 +85,7 @@ see https://gist.github.com/simleb/5205083/
 // see https://support.hdfgroup.org/services/contributions.html
 # define FILTER_H5_LZF 32000
 # define FILTER_H5_BITSHUFFLE 32008
-void make_extensible_hdf5(hdf5_id_t *id)
+static void make_extensible_hdf5(hdf5_id_t *id)
 {
     hsize_t dims[N_DATA_DIMS] = {0, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
     hsize_t max_dims[N_DATA_DIMS] = {16, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
@@ -118,7 +126,7 @@ void make_extensible_hdf5(hdf5_id_t *id)
     H5Sclose(file_space);
 }
 
-hid_t open_hdf5_from_template(char * sourcename, char * destname)
+static hid_t open_hdf5_from_template(char * sourcename, char * destname)
 {
     int read_fd, write_fd;
     struct stat stat_buf;
@@ -155,7 +163,7 @@ hid_t open_hdf5_from_template(char * sourcename, char * destname)
 }
 
 
-void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t) {
+static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t) {
     hid_t dataset_id;
 
     id->file_id = open_hdf5_from_template(template_fname, hdf5_fname);
@@ -191,7 +199,7 @@ void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t
     H5Dclose(dataset_id);
 }
 
-void extend_datasets(hdf5_id_t *id, int n) {
+static void extend_datasets(hdf5_id_t *id, int n) {
     hsize_t dims[N_DATA_DIMS] = {n, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
     H5Dset_extent(id->visdata_did, dims);
     H5Dset_extent(id->flags_did, dims);
@@ -201,7 +209,7 @@ void extend_datasets(hdf5_id_t *id, int n) {
     id->nsamples_fs = H5Dget_space(id->nsamples_did);
 }
 
-void close_filespaces(hdf5_id_t *id) {
+static void close_filespaces(hdf5_id_t *id) {
     H5Sclose(id->visdata_fs);
     H5Sclose(id->flags_fs);
     H5Sclose(id->nsamples_fs);
@@ -212,7 +220,7 @@ void close_filespaces(hdf5_id_t *id) {
 /*
 Write an n_baselines x n_stokes data block to dataset `id` at time position `t`, channel number `c`
 */
-void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space, uint64_t *visdata_buf)
+static void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space, uint64_t *visdata_buf)
 {
     hsize_t start[N_DATA_DIMS] = {t, b, 0, 0};
     hsize_t count[N_DATA_DIMS] = {1, N_BL_PER_WRITE, N_CHAN_PROCESSED, N_STOKES};
@@ -223,7 +231,7 @@ void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space, uint64
 /*
 Turn an mcnt into a UNIX time in double-precision.
 */
-double mcnt2time(uint64_t mcnt, uint32_t sync_time)
+static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
 {
     return (sync_time + mcnt) * (N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE);
 }
@@ -239,7 +247,7 @@ This function sums over CATCHER_SUM_CHANS as it transposes, and computes even/od
 
 */
 #define corr_databuf_data_idx(c, b) (2*((c*VIS_MATRIX_ENTRIES_PER_CHAN) + (N_STOKES*b)))
-void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int b) {
+static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int b) {
     
     int i, chan, output_chan;
     __m256i sum_even[N_BL_PER_WRITE], sum_odd[N_BL_PER_WRITE];
@@ -256,15 +264,12 @@ void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int b)
     __m256i *in_odd256  = (__m256i *)in_odd;
     __m256i *out_sum256 = (__m256i *)out_sum;
     __m256i *out_diff256 = (__m256i *)out_diff;
-    int32_t temp[8];
 
     for (chan=0; chan<N_CHAN_TOTAL; chan++) {
         //val_odd  = _mm256_load_si256(in_odd256 + 1);
         for(i=0; i<N_BL_PER_WRITE; i++) {
             val_even[i] = _mm256_load_si256(in_even256 + i);
             val_odd[i] = _mm256_load_si256(in_odd256 + i);
-            _mm256_store_si256((__m256i *)temp, val_even[i]);
-            //fprintf(stdout, "%d, %d, %d, %d, %d, %d, %d, %d\n", temp[0], temp[1], temp[2], temp[3], temp[4], temp[5], temp[6], temp[7]);
         }
         if ((chan % CATCHER_CHAN_SUM) == 0) {
             // Start new accumulation (count to VIS_MATRIX_ENTRIES_PER_CHAN*2 for real/imag)
@@ -288,8 +293,8 @@ void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int b)
             output_chan = chan / CATCHER_CHAN_SUM;
             // Compute sums/diffs
             for(i=0; i<N_BL_PER_WRITE; i++) {
-                _mm256_store_si256(out_sum256  + i*N_CHAN_PROCESSED + output_chan, _mm256_add_epi32(sum_even[i], sum_odd[i]));
-                _mm256_store_si256(out_diff256 + i*N_CHAN_PROCESSED + output_chan, _mm256_sub_epi32(sum_even[i], sum_odd[i]));
+                _mm256_stream_si256(out_sum256  + i*N_CHAN_PROCESSED + output_chan, _mm256_add_epi32(sum_even[i], sum_odd[i]));
+                _mm256_stream_si256(out_diff256 + i*N_CHAN_PROCESSED + output_chan, _mm256_sub_epi32(sum_even[i], sum_odd[i]));
             }
         }
     }
@@ -299,10 +304,10 @@ void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int b)
 static int init(hashpipe_thread_args_t *args)
 {
     //hashpipe_status_t st = args->st;
-    if (register_lzf() < 0) {
-        hashpipe_error(__FUNCTION__, "error registering LZF filter");
-        pthread_exit(NULL);
-    }
+    //if (register_lzf() < 0) {
+    //    hashpipe_error(__FUNCTION__, "error registering LZF filter");
+    //    pthread_exit(NULL);
+    //}
     fprintf(stdout, "Initializing Catcher disk thread\n");
 
     // generate the complex data type
@@ -320,6 +325,22 @@ static void *run(hashpipe_thread_args_t * args)
     hera_catcher_input_databuf_t *db_in = (hera_catcher_input_databuf_t *)args->ibuf;
     hashpipe_status_t st = args->st;
     const char * status_key = args->thread_desc->skey;
+
+    // Timers for performance monitoring
+    struct timespec t_start, w_start, w_stop; // transpose start, write start, write stop
+    float gbps, min_gbps;
+
+    struct timespec start, finish;
+    uint64_t t_ns;
+    uint64_t w_ns;
+    uint64_t min_t_ns = 999999999;
+    uint64_t min_w_ns = 999999999;
+    uint64_t max_t_ns = 0;
+    uint64_t max_w_ns = 0;
+    uint64_t elapsed_t_ns = 0;
+    uint64_t elapsed_w_ns = 0;
+    float bl_t_ns = 0.0;
+    float bl_w_ns = 0.0;
      
     // Buffers for file name strings
     char template_fname[128];
@@ -359,9 +380,6 @@ static void *run(hashpipe_thread_args_t * args)
     double curr_file_time = -1.0;
     double file_start_t, file_stop_t, file_duration;
     int64_t file_obs_id, file_nblts=0, file_nts=0;
-    float gbps, min_gbps;
-
-    struct timespec start, finish;
 
     hdf5_id_t sum_file, diff_file;
     
@@ -410,8 +428,7 @@ static void *run(hashpipe_thread_args_t * args)
 
         clock_gettime(CLOCK_MONOTONIC, &start);
         gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt, sync_time);
-        fprintf(stdout, "Processing new block with: mcnt: %lu\n", db_in->block[curblock_in].header.mcnt);
-        fprintf(stdout, "Processing new block with: gps_time: %lf\n", gps_time);
+        fprintf(stdout, "Processing new block with: mcnt: %lu (gps time: %lf\n", db_in->block[curblock_in].header.mcnt, gps_time);
         julian_time = 2440587.5 + (gps_time / (double)(86400.0));
 
         if ((curr_file_time < 0) || (1000*(gps_time - curr_file_time) > ms_per_file)) {
@@ -450,26 +467,44 @@ static void *run(hashpipe_thread_args_t * args)
         // TODO: Write lst_array, time_array, uvw_array, zenith_dec, zenith_ra
 
         // Sum over channels, compute even/odd sum/diffs, and get data on a per-baseline basis
-        fprintf(stdout, "Writing integration\n");
         for(bl=0; bl<(VIS_MATRIX_ENTRIES_PER_CHAN/N_STOKES); bl+=N_BL_PER_WRITE) {
+	    clock_gettime(CLOCK_MONOTONIC, &t_start);
             transpose_bl_chan(db_in32, bl_buf_sum, bl_buf_diff, bl);
             //write data to file
+	    clock_gettime(CLOCK_MONOTONIC, &w_start);
             write_channels(&sum_file, file_nts-1, bl, mem_space, (uint64_t *)bl_buf_sum); 
             write_channels(&diff_file, file_nts-1, bl, mem_space, (uint64_t *)bl_buf_diff); 
-            //write_baselines(nsamples_id, file_nts-1, chunk_index*CHAN_CHUNK_SIZE, fs_nsamples_id, mem_space, (uint64_t *)nsamples, H5T_STD_I64LE); 
+	    clock_gettime(CLOCK_MONOTONIC, &w_stop);
             flags = flags;
             nsamples = nsamples;
+
+	    t_ns = ELAPSED_NS(t_start, w_start);
+	    w_ns = ELAPSED_NS(w_start, w_stop);
+            elapsed_t_ns += t_ns;
+            elapsed_w_ns += w_ns;
+            min_t_ns = MIN(t_ns, min_t_ns);
+            max_t_ns = MAX(t_ns, min_t_ns);
+            min_w_ns = MIN(w_ns, min_w_ns);
+            max_w_ns = MAX(w_ns, min_w_ns);
         }
 
-        fprintf(stdout, "Integration written\n");
         // Close the filespaces - leave the datasets open. We'll close those when the file is done
         close_filespaces(&sum_file);
         close_filespaces(&diff_file);
 
         clock_gettime(CLOCK_MONOTONIC, &finish);
 
-        // Note processing time for this integration
+        // Note processing time for this integration and update other stats
+        bl_t_ns = (float)elapsed_t_ns / VIS_MATRIX_ENTRIES_PER_CHAN;
+        bl_w_ns = (float)elapsed_w_ns / VIS_MATRIX_ENTRIES_PER_CHAN;
+
         hashpipe_status_lock_safe(&st);
+        hputr4(st.buf, "DISKTBNS", bl_t_ns); 
+        hputi8(st.buf, "DISKTMIN", min_t_ns); 
+        hputi8(st.buf, "DISKTMAX", max_t_ns); 
+        hputr4(st.buf, "DISKWBNS", bl_w_ns); 
+        hputi8(st.buf, "DISKWMIN", min_w_ns); 
+        hputi8(st.buf, "DISKWMAX", max_w_ns); 
 
         hgetr4(st.buf, "DISKMING", &min_gbps);
         gbps = (float)(2*64L*VIS_MATRIX_ENTRIES/CATCHER_CHAN_SUM)/ELAPSED_NS(start,finish); //Gigabits / s
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 4a22072f..c75091c9 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -43,9 +43,9 @@
 
 typedef struct {
     uint64_t mcnt;         // MCNT of the first block in this integrations
-    uint32_t offset;       // offset in bytes where this packet belongs in the correlation
-    uint16_t xeng_id;	   // First channel in a packet
-    uint16_t payload_len;  // Antenna in a packet
+    uint64_t offset;       // offset in bytes where this packet belongs in the correlation
+    uint64_t xeng_id;	   // First channel in a packet
+    uint64_t payload_len;  // Antenna in a packet
 } packet_header_t;
 
 // The fields of a block_info_t structure hold meta-data about the contents of
@@ -58,9 +58,7 @@ typedef struct {
 
 
 static hashpipe_status_t *st_p;
-
-//static uint64_t mcnt_log[MAX_MCNT_LOG];
-//static int mcnt_log_idx = 0;
+static const char * status_key;
 
 // This sets the "current" block to be marked as filled.  The current block is
 // the block corresponding to binfo->block_i.  Returns mcnt of the block
@@ -192,12 +190,16 @@ static inline uint64_t process_packet(
     // If the MCNT has changed, we need to start a new buffer.
     // Mark the current block as filled
     if (0 != pkt_mcnt_dist) {
-        fprintf(stdout, "Marking block filled\n");
         netmcnt = set_block_filled(hera_catcher_input_databuf_p, &binfo);
         // Reset binfo's packet counter for this packet's block
         binfo.block_packet_counter[binfo.block_i] = 0;
+        // Increment the current block number
+        binfo.block_i = (binfo.block_i +1) % CATCHER_N_BLOCKS;
         // Wait (hopefully not long!) to acquire the block after next (i.e.
         // the block that gets the current packet).
+        hashpipe_status_lock_safe(st_p);
+        hputs(st_p->buf, status_key, "waiting for outbuf");
+        hashpipe_status_unlock_safe(st_p);
         if(hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_p, binfo.block_i) != HASHPIPE_OK) {
     	    if (errno == EINTR) {
     	        // Interrupted by signal, return -1
@@ -210,8 +212,9 @@ static inline uint64_t process_packet(
     	        return -1; // We're exiting so return value is kind of moot
     	    }
         }
-        // Increment the current block number
-        binfo.block_i = (binfo.block_i +1) % CATCHER_N_BLOCKS;
+        hashpipe_status_lock_safe(st_p);
+        hputs(st_p->buf, status_key, "running");
+        hashpipe_status_unlock_safe(st_p);
         // Initialize the newly acquired block
         initialize_block(hera_catcher_input_databuf_p, pkt_mcnt, binfo.block_i);
     
@@ -225,11 +228,14 @@ static inline uint64_t process_packet(
     binfo.block_packet_counter[binfo.block_i]++;
 
     // Copy data into buffer
-    dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset));
+    //dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset));
+    dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data);
     payload_p = (uint64_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t));
-    //fprintf(stdout, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d (%d,%d)\n", packet_header_p->mcnt, time_demux_block, packet_header_p->offset, packet_header_p->xeng_id, ((int32_t *)payload_p)[0], ((int32_t*)payload_p)[1]);
+    //fprintf(stdout, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d (%d,%d), payload:%d\n", packet_header_p->mcnt, time_demux_block, packet_header_p->offset, packet_header_p->xeng_id, ((int32_t *)payload_p)[0], ((int32_t*)payload_p)[1], packet_header_p->payload_len);
     //fprintf(stdout, "offset: %d\n", hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset));
     memcpy(dest_p, payload_p, packet_header_p->payload_len);
+    //dest_p = dest_p;
+    //payload_p = payload_p;
     
     return netmcnt;
 }
@@ -242,6 +248,7 @@ static int init(hashpipe_thread_args_t *args)
     /* Read network params */
     char bindhost[80];
     int bindport = CATCHER_PORT;
+    status_key = args->thread_desc->skey;
 
     strcpy(bindhost, "0.0.0.0");
 
@@ -298,7 +305,6 @@ static void *run(hashpipe_thread_args_t * args)
     // Our output buffer happens to be a paper_input_databuf
     hera_catcher_input_databuf_t *db = (hera_catcher_input_databuf_t *)args->obuf;
     hashpipe_status_t st = args->st;
-    const char * status_key = args->thread_desc->skey;
 
     st_p = &st;	// allow global (this source file) access to the status buffer
 
@@ -322,6 +328,7 @@ static void *run(hashpipe_thread_args_t * args)
 	    // Done holding, so delete the key
 	    hdel(st.buf, "CNETHOLD");
 	    hputs(st.buf, status_key, "starting");
+            fprintf(stdout, "Starting...\n");
 	}
 	hashpipe_status_unlock_safe(&st);
     }

From 7a0dc03176eea8088d6a16fe2a4ef6854bf218de Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 5 Sep 2018 12:54:22 +0000
Subject: [PATCH 067/420] Convert receiver/sender for network-endian data

---
 src/gen_fake_corr_output.py   |  5 ++---
 src/hera_catcher_net_thread.c | 42 ++++++++++++++++++++++++-----------
 src/paper_databuf.h           |  4 ++--
 3 files changed, 33 insertions(+), 18 deletions(-)

diff --git a/src/gen_fake_corr_output.py b/src/gen_fake_corr_output.py
index 432ebd74..1214ec9d 100644
--- a/src/gen_fake_corr_output.py
+++ b/src/gen_fake_corr_output.py
@@ -27,7 +27,7 @@
 s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
 
 mcnt = 1310720
-data = struct.pack('<2i', 1, 2) * (BYTES_PER_PACKET/8)
+data = struct.pack('>2i', 1, 2) * (BYTES_PER_PACKET/8)
 assert len(data) == BYTES_PER_PACKET
 
 while(True):
@@ -38,8 +38,7 @@
         #    print pkt
         for t in range(TIME_DEMUX):
             for xeng in range(NX):
-                #p = struct.pack('<QLHH', mcnt+NT*t, offset, xeng, BYTES_PER_PACKET) + data
-                p = struct.pack('<QQQQ', mcnt+NT*t, offset, xeng, BYTES_PER_PACKET) + data
+                p = struct.pack('>QLHH', mcnt+NT*t, offset, xeng, BYTES_PER_PACKET) + data
                 s.sendto(p, (DESTIP, DESTPORT))
             time.sleep(1e-6)
         offset += BYTES_PER_PACKET
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index c75091c9..4073c9cb 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -43,9 +43,9 @@
 
 typedef struct {
     uint64_t mcnt;         // MCNT of the first block in this integrations
-    uint64_t offset;       // offset in bytes where this packet belongs in the correlation
-    uint64_t xeng_id;	   // First channel in a packet
-    uint64_t payload_len;  // Antenna in a packet
+    uint32_t offset;       // offset in bytes where this packet belongs in the correlation
+    uint16_t xeng_id;	   // First channel in a packet
+    uint16_t payload_len;  // Antenna in a packet
 } packet_header_t;
 
 // The fields of a block_info_t structure hold meta-data about the contents of
@@ -155,23 +155,34 @@ static inline uint64_t process_packet(
 	hera_catcher_input_databuf_t *hera_catcher_input_databuf_p, unsigned char*p_frame)
 {
 
+    int i;
     static block_info_t binfo;
     packet_header_t *packet_header_p;
-    const uint64_t *payload_p;
-    uint64_t *dest_p;
+    const uint32_t *payload_p;
+    uint32_t *dest_p;
     int64_t pkt_mcnt_dist;
     uint64_t pkt_mcnt;
     int time_demux_block;
     uint64_t cur_mcnt = -1;
     uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
-    //int i;
+    // These are just the header entries, after we've network->host endianed them
+    uint64_t mcnt;
+    uint32_t offset;
+    uint16_t xeng_id;
+    uint16_t payload_len;
 
 
     // Parse packet header
     packet_header_p = (packet_header_t *)PKT_UDP_DATA(p_frame);
-    time_demux_block = (packet_header_p->mcnt / Nt) % TIME_DEMUX;
-    pkt_mcnt = packet_header_p->mcnt - (Nt*time_demux_block);
-    //fprintf(stdout, "header_cal: %lu, time_demux_block: %d; mcnt: %lu\n", packet_header_p->mcnt, time_demux_block, pkt_mcnt);
+    mcnt        = be64toh(packet_header_p->mcnt);
+    offset      = be32toh(packet_header_p->offset);
+    xeng_id     = be16toh(packet_header_p->xeng_id);
+    payload_len = be16toh(packet_header_p->payload_len);
+
+    // Split the mcnt into a "pkt_mcnt" which is the same for all even/odd samples,
+    // and "time_demux_block", which indicates which even/odd block this packet came from
+    time_demux_block = (mcnt / Nt) % TIME_DEMUX;
+    pkt_mcnt = mcnt - (Nt*time_demux_block);
 
     // Lazy init binfo
     if(!binfo.initialized) {
@@ -228,12 +239,17 @@ static inline uint64_t process_packet(
     binfo.block_packet_counter[binfo.block_i]++;
 
     // Copy data into buffer
-    //dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset));
-    dest_p = (uint64_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data);
-    payload_p = (uint64_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t));
+    dest_p = (uint32_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id, offset));
+    payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t));
     //fprintf(stdout, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d (%d,%d), payload:%d\n", packet_header_p->mcnt, time_demux_block, packet_header_p->offset, packet_header_p->xeng_id, ((int32_t *)payload_p)[0], ((int32_t*)payload_p)[1], packet_header_p->payload_len);
     //fprintf(stdout, "offset: %d\n", hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset));
-    memcpy(dest_p, payload_p, packet_header_p->payload_len);
+    
+    //memcpy(dest_p, payload_p, payload_len);
+    // Copy with byte swap
+    for(i=0; i<(payload_len >> 2); i++){
+        dest_p[i] = be32toh(payload_p[i]);
+    }
+    
     //dest_p = dest_p;
     //payload_p = payload_p;
     
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index fc12fb84..5b8c19a5 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -290,8 +290,8 @@ typedef struct hera_catcher_input_databuf {
   hera_catcher_input_block_t block[N_INPUT_BLOCKS];
 } hera_catcher_input_databuf_t;
 
-#define hera_catcher_input_databuf_idx64(t, x, o) \
-  (((VIS_MATRIX_ENTRIES*t) + (VIS_MATRIX_ENTRIES_PER_CHAN * N_CHAN_PER_X*x)) + (o>>3))
+#define hera_catcher_input_databuf_idx32(t, x, o) \
+  (2*((VIS_MATRIX_ENTRIES*t) + (VIS_MATRIX_ENTRIES_PER_CHAN * N_CHAN_PER_X*x)) + (o>>2))
 
 /*
  * INPUT BUFFER FUNCTIONS

From e6a42d73c8842de3f8d06eb921075c0f80d5e108 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 17 Sep 2018 22:17:12 +0000
Subject: [PATCH 068/420] Use redis sync time

And add resultant trigger time and int duration to redis
---
 src/paper_ctl.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/src/paper_ctl.py b/src/paper_ctl.py
index 5fa30b5d..c1b2c066 100755
--- a/src/paper_ctl.py
+++ b/src/paper_ctl.py
@@ -62,7 +62,7 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192, round_to=2):
             pass
 
     # Delay before starting, in MCNTs, rounded to 4096
-    time_delay = args.starttime - time.time()
+    time_delay = args.starttime - int(rdb['corr:feng_sync_time'])
     delay_mcnts = 4096 * ((int(time_delay * mcnts_per_second()) + 2047) / 4096)
     
     # MCNT to start on. Don't need to round, becase gpumcnts has to be aligned to a block boundary
@@ -79,4 +79,6 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192, round_to=2):
     
     msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt, args.acclen)
     rdb.publish("hashpipe:///set", msg)
+    rdb['corr:trig_mcnt'] = trig_mcnt
+    rdb['corr:acc_len'] = args.acclen
 

From 15c735ed0d9344e7e0d669cfcee27e4d1c9c0a06 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 17 Sep 2018 22:22:48 +0000
Subject: [PATCH 069/420] Add python control scripts to install list

---
 src/Makefile.am                               |  4 +-
 src/{paper_ctl.py => hera_ctl.py}             |  0
 ...template.py => hera_make_hdf5_template.py} |  0
 src/paper_ctl.sh                              | 68 -------------------
 4 files changed, 3 insertions(+), 69 deletions(-)
 rename src/{paper_ctl.py => hera_ctl.py} (100%)
 rename src/{make_hera_hdf5_template.py => hera_make_hdf5_template.py} (100%)
 delete mode 100755 src/paper_ctl.sh

diff --git a/src/Makefile.am b/src/Makefile.am
index ce6398ef..e7de1ff1 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -54,7 +54,9 @@ dist_bin_SCRIPTS = paper_init.sh \
 		   xtor_down.sh \
 		   xtor_up.sh \
                    catcher_init.sh \
-                   catcher_up.sh
+                   catcher_up.sh \
+                   hera_ctl.py \
+                   hera_make_hdf5_template.py
 
 # Non-installed test programs
 noinst_PROGRAMS = paper_fluff_test hera_write_hdf5
diff --git a/src/paper_ctl.py b/src/hera_ctl.py
similarity index 100%
rename from src/paper_ctl.py
rename to src/hera_ctl.py
diff --git a/src/make_hera_hdf5_template.py b/src/hera_make_hdf5_template.py
similarity index 100%
rename from src/make_hera_hdf5_template.py
rename to src/hera_make_hdf5_template.py
diff --git a/src/paper_ctl.sh b/src/paper_ctl.sh
deleted file mode 100755
index f05a61bf..00000000
--- a/src/paper_ctl.sh
+++ /dev/null
@@ -1,68 +0,0 @@
-#!/bin/bash
-
-PATH="$(dirname $0):${PATH}"
-
-# Set default instance id
-instance_id=0
-
-# Set default intcount
-intcount=1048576
-
-# Set wait period for start trigger
-start_delay=1048576
-
-# Set intsync to empty value
-intsync=
-
-function get_sync_mcnt() {
-  echo $(( $(hashpipe_check_status -I $instance_id -Q GPUMCNT 2>/dev/null) + $start_delay ))
-}
-
-function start() {
-  if [ -z "${intsync}" ]
-  then
-    intsync=$(get_sync_mcnt)
-    if [ -z "${intsync}" ]
-    then
-      echo "Unable to get GPUMCNT from instance ${instance_id}"
-      exit 1
-    fi
-  fi
-
-  hashpipe_check_status -I $instance_id -k INTSYNC  -s $intsync
-  hashpipe_check_status -I $instance_id -k INTCOUNT -s $intcount
-  hashpipe_check_status -I $instance_id -k INTSTAT  -s start
-}
-
-function stop() {
-  hashpipe_check_status -I $instance_id -k INTSTAT  -s stop
-}
-
-function help() {
-  echo "$(basename $0) [-n INTCOUNT] [INSTANCE_ID] CMD [[INSTANCE_ID] CMD ...]"
-  echo 'CMD can be "start" or "stop"'
-}
-
-if [ "${1}" == "-n" ]
-then
-  shift
-  intcount=$(($1))
-  shift
-fi
-
-if [ -z "$1" ]
-then
-  help
-  exit 1
-fi
-
-for arg in "${@}"
-do
-  case $arg in
-    [0-9]*) instance_id=$arg;;
-    start) start;;
-    stop) stop;;
-    test) get_sync_mcnt;;
-    *) help; exit 1;;
-  esac
-done

From 34cf14990f0d88948f6306a113c34f2294193965 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Sep 2018 19:43:51 +0000
Subject: [PATCH 070/420] Remove need for sudo. Update paper_ctl to python
 hera_ctl

---
 src/xtor_down.sh | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/src/xtor_down.sh b/src/xtor_down.sh
index 8a47d2a5..60223ceb 100755
--- a/src/xtor_down.sh
+++ b/src/xtor_down.sh
@@ -96,7 +96,7 @@ pkill -9 cn_rx.py
 
 # Stop integrations
 echo "stopping integrations"
-paper_ctl.rb stop
+hera_ctl.py stop
 
 # Stop hashpipe-redis gateways
 echo "stopping hashpipe-redis gateways"
@@ -104,23 +104,23 @@ redis-cli -h redishost publish hashpipe:///gateway quit
 
 # Just to be sure
 echo "killing any remaining hashpipe-redis gateways"
-for x; do ssh px$x pkill    -f hashpipe_redis_gateway.rb; done
-for x; do ssh px$x pkill -9 -f hashpipe_redis_gateway.rb; done
+for x; do ssh root@px$x pkill    -f hashpipe_redis_gateway.rb; done
+for x; do ssh root@px$x pkill -9 -f hashpipe_redis_gateway.rb; done
 
 # Stop hashpipe instances
 echo "killing hashpipe instances"
-for x; do ssh px$x pkill    hashpipe; done
-for x; do ssh px$x pkill -9 hashpipe; done
+for x; do ssh root@px$x pkill    hashpipe; done
+for x; do ssh root@px$x pkill -9 hashpipe; done
 
 # Delete shared memory and semaphores
 echo "deleting shared memory and semaphores"
 for x; do
   for i in {0..3}; do
-    ssh px$x hashpipe_clean_shmem -d -I $i > /dev/null
+    ssh root@px$x hashpipe_clean_shmem -d -I $i > /dev/null
   done
 done
 
 # Just to be sure
 echo "nuking any remaining shared memory and semaphores"
-for x; do ssh px$x 'ipcs -m | awk "/0x/{print \"ipcrm -m\", \$2}" | sh'; done
-for x; do ssh px$x 'ipcs -s | awk "/0x/{print \"ipcrm -s\", \$2}" | sh'; done
+for x; do ssh root@px$x 'ipcs -m | awk "/0x/{print \"ipcrm -m\", \$2}" | sh'; done
+for x; do ssh root@px$x 'ipcs -s | awk "/0x/{print \"ipcrm -s\", \$2}" | sh'; done

From 80fe1bda6682f5a8f636d2c185d9135843bf28b4 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Sep 2018 19:44:45 +0000
Subject: [PATCH 071/420] Calculate mcnts based on sync time

Remove placeholder use of current_time + delay
---
 src/hera_ctl.py | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/src/hera_ctl.py b/src/hera_ctl.py
index c1b2c066..5c2cc665 100755
--- a/src/hera_ctl.py
+++ b/src/hera_ctl.py
@@ -50,7 +50,7 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192, round_to=2):
     n_missing_mcnts = gpumcnts.count(None)
     if n_missing_mcnts == xinstances:
         print 'Could\'t find any GPUMCNT values. Cannot start'
-        exit
+        exit()
     elif n_missing_mcnts > 0:
         print 'WARNING: Missing GPUMCNT values from instances' % n_missing_mcnts
 
@@ -62,11 +62,13 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192, round_to=2):
             pass
 
     # Delay before starting, in MCNTs, rounded to 4096
-    time_delay = args.starttime - int(rdb['corr:feng_sync_time'])
+    mcnt_origin = int(rdb['corr:feng_sync_time'])
+    time_delay = args.starttime - mcnt_origin
     delay_mcnts = 4096 * ((int(time_delay * mcnts_per_second()) + 2047) / 4096)
     
     # MCNT to start on. Don't need to round, becase gpumcnts has to be aligned to a block boundary
-    trig_mcnt = max(gpumcnts) + delay_mcnts
+    trig_mcnt = delay_mcnts
+    trig_time = delay_mcnts * mcnts_per_second() + mcnt_origin
 
     print 'Current MCNTs are:', gpumcnts
     print 'MCNTs per second: %.1f' % mcnts_per_second()
@@ -80,5 +82,6 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192, round_to=2):
     msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt, args.acclen)
     rdb.publish("hashpipe:///set", msg)
     rdb['corr:trig_mcnt'] = trig_mcnt
+    rdb['corr:trig_time'] = trig_time
     rdb['corr:acc_len'] = args.acclen
 

From 9657070ca9fa021631de6ff15ec17aa0b7c3f615 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Sep 2018 19:45:37 +0000
Subject: [PATCH 072/420] Add use of cminfo database call

---
 src/hera_make_hdf5_template.py | 49 ++++++++++++++++++++++------------
 1 file changed, 32 insertions(+), 17 deletions(-)

diff --git a/src/hera_make_hdf5_template.py b/src/hera_make_hdf5_template.py
index 700d66f1..ef919803 100644
--- a/src/hera_make_hdf5_template.py
+++ b/src/hera_make_hdf5_template.py
@@ -25,13 +25,19 @@ def get_ant_names():
     Generate a list of antenna names, where position
     in the list indicates numbering in the data files.
     """
-    return ["foo"]*350
+    return ["foo"]*352
 
 def get_cm_info():
-    from hera_cm import sys_handler
-    h = sys_handler.Handler()
+    from hera_mc import sys_handling
+    h = sys_handling.Handling()
     return h.get_cminfo_correlator()
 
+def get_antpos_enu(antpos, lat, lon, alt):
+    import pyuvdata
+    ecef = pyuvdata.ECEF_from_rotECEF(antpos, lon)
+    enu  = pyuvdata.ENU_from_ECEF(ecef, lat, lon, alt)
+    return enu
+
 def create_header(h5, use_cm=False):
     """
     Create an HDF5 file with appropriate datasets in a "Header"
@@ -44,9 +50,12 @@ def create_header(h5, use_cm=False):
     """
     if use_cm:
         cminfo = get_cm_info()
+        # add the enu co-ords
+        cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], cminfo["cofa_lat"],
+                                                             cminfo["cofa_lon"], cminfo["cofa_alt"])
 
     NANTS_DATA = 196
-    NANTS = 350
+    NANTS = 352
     NCHANS = 2048 / 4. * 3
     ANT_DIAMETER = 14.0
     INT_TIME = 10.0
@@ -79,22 +88,26 @@ def create_header(h5, use_cm=False):
     if use_cm:
         header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
         ant_pos = np.zeros([NANTS,3], dtype=np.int64)
-        ant_names = cminfo["antenna_names"] + ["NONE"]*NANTS
+        ant_pos_enu = np.zeros([NANTS,3], dtype=np.int64)
+        ant_names = ["NONE"]*NANTS
         ant_nums = [-1]*NANTS
         for n, i in enumerate(cminfo["antenna_numbers"]):
-            ant_pos[i] = cminfo["antenna_positions"][n]
-            ant_names[i] = cminfo["antenna_names"][n]
-            ant_nums[i] = cminfo["antenna_numbers"][n]
+            ant_pos[i]     = cminfo["antenna_positions"][n]
+            ant_names[i]   = cminfo["antenna_names"][n].encode()
+            ant_nums[i]    = cminfo["antenna_numbers"][n]
+            ant_pos_enu[i] = cminfo["antenna_positions_enu"][n]
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=ant_names)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=ant_nums)
         header.create_dataset("antenna_positions",   dtype="<i8", shape=(NANTS,3), data=ant_pos)
+        header.create_dataset("antenna_positions_enu",   dtype="<i8", shape=(NANTS,3), data=ant_pos_enu)
         header.create_dataset("latitude",    dtype="<f8", data=cminfo["cofa_lat"])
-        header.create_dataset("longitude",   dtype="<f8", data=cminfo["coofa_lon"])
+        header.create_dataset("longitude",   dtype="<f8", data=cminfo["cofa_lon"])
     else:
         header.create_dataset("altitude",    dtype="<f8", data=0.0)
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=range(NANTS))
         header.create_dataset("antenna_positions",   dtype="<i8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
+        header.create_dataset("antenna_positions_enu",   dtype="<i8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
         header.create_dataset("latitude",    dtype="<f8", data=0.0)
         header.create_dataset("longitude",   dtype="<f8", data=0.0)
 
@@ -104,8 +117,6 @@ def create_header(h5, use_cm=False):
     #header.create_dataset("time_array", dtype="<f8", data=np.zeros(n_bls * NTIMES))
     # uvw_needs populating by receiver: uvw = xyz(ant2) - xyz(ant1). Units, metres.
     #header.create_dataset("uvw_array",  dtype="<f8", data=np.zeros([n_bls * NTIMES, 3]))
-    #header.create_dataset("zenith_dec", dtype="<f8", data=np.zeros(n_bls * NTIMES))
-    #header.create_dataset("zenith_ra",  dtype="<f8", data=np.zeros(n_bls * NTIMES))
     # !Some! extra_keywords need to be computed for each file
     if use_cm:
         add_extra_keywords(header, cminfo)
@@ -129,11 +140,15 @@ def add_extra_keywords(obj, cminfo=None):
     extras.create_dataset("stopt",  dtype="<f8", data=0.0)   # filled in by receiver
 
 if __name__ == "__main__":
-    if len(sys.argv) < 2:
-        print "Usage: make_hera_hdf5_template.py <filename>"
-        exit()
+    import argparse
     
-    with h5py.File(sys.argv[1], 'w') as h5:
-        create_header(h5)
+    parser = argparse.ArgumentParser(description='Create a template HDF5 header file, optionally '\
+                                     'using the correlator C+M system to get current meta-data',
+                                     formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+    parser.add_argument('output',type=str, help = 'Path to which the template header file should be output')
+    parser.add_argument('-c', dest='use_cminfo', action='store_true', default=False,
+                        help ='Use this flag to get up-to-date (hopefully) array meta-data from the C+M system')
+    args = parser.parse_args()
 
-    
+    with h5py.File(args.output, "w") as h5:
+        create_header(h5, args.use_cminfo)

From 7c76a299c15f1ad83d4a070545d9452695e33c29 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Sep 2018 20:21:13 +0000
Subject: [PATCH 073/420] remove xtor_up features which don't exist

---
 src/xtor_up.sh | 164 ++++++++++++-------------------------------------
 1 file changed, 40 insertions(+), 124 deletions(-)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index 9425997d..a76f0798 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -2,61 +2,20 @@
 
 show_help_and_exit() {
 cat <<.
-Script to bring up the PAPER correlator.  Assumes that correlator is
+Script to bring up the HERA correlator X-engines.  Assumes that correlator is
 completely down (e.g. after power up or after running xtor_down.sh).
 
-Usage: xtor_up.sh [-f [-m MODE]] [-x|-c] [SLICES]
-
-Passing the "-f" option brings up the F engines.
-Passing the "-x" option brings up the X engines.
-Passing the "-c" option brings up the CRC check engines.
-Passing both -x and -c is not allowed.
-
-Passing -m MODE allows setting the corner turner mode of the F engines.
-
-MODE=0 == 8-way correlator (8 ROACH2s + 8 X Boxes) [default]
-MODE=1 == 4-way correlator (4 ROACH2s + 4 X Boxes)
-MODE=2 == 2-way correlator (2 ROACH2s + 2 X Boxes)
-MODE=3 == 1-way correlator (1 ROACH2  + 1 X Boxes)
-
-Examples:
-
-  # Bring up all F and X engines of the PAPER correlator
-  $ xtor_up.sh -f -x
-
-  # Bring up slice 1 F engine only (pf1) with corner tuner mode 3
-  $ xtor_up.sh -f -m 3 1
-
-  # Bring up slices 1..4 CRC check engines only (px1..px4)
-  $ xtor_up.sh -c 1..4
+Usage: xtor_up.sh 
 .
 exit $1
 }
 
-do_f=
-do_x=
-do_c=
 paper_init=paper_init.sh
 xc=X
-ctmode=0
 
 while getopts :fxcm:h-: opt
 do
   case $opt in
-    f)
-      do_f=1
-      ;;
-    m)
-      ctmode=$OPTARG
-      ;;
-    x)
-      do_x=1
-      ;;
-    c)
-      do_c=1
-      paper_init=paper_crc_init.sh
-      xc=C
-      ;;
     h)
       show_help_and_exit 0
       ;;
@@ -77,103 +36,60 @@ do
 done
 shift $((OPTIND-1))
 
-# If none of -f, -x, or -c were given, show help
-if [ -z "${do_f}${do_x}${do_c}" ]
-then
-  show_help_and_exit
-fi
-
-# If both x and c were given, error out
-if [ -n "${do_x}" -a -n "${do_c}" ]
-then
-  echo "error: cannot give both x and c options"
-  exit 1
-# Else, if neither f nor x nor c given, assume f and x
-elif [ -z "${do_f}${do_x}${do_c}" ]
-then
-  do_f=1
-  do_x=1
-fi
-
-# If no slices were given, do slices 1..8
+# If no slices were given, do slices 1..16
 if [ $# -eq 0 ]
 then
-  set {1..8}
+  set {1..16}
 fi
 
-fhosts=$(echo "$@" | sed 's/^/pf/;s/ / pf/g')
 xhosts=$(echo "$@" | sed 's/^/px/;s/ / px/g')
 
-#echo do_f=${do_f}
-#echo mode=${ctmode}
-#echo do_x=${do_x}
-#echo do_c=${do_c}
-#echo "slices: ${@}"
-#echo "fhosts: ${fhosts}"
-#echo "xhosts: ${xhosts}"
-#exit
-
-if [ -n "$do_f" ]
-then
-  # Program ROACH2 FPGAs with roach2_fengine design
-  echo Programming F Engines $fhosts
-  for f in $fhosts; do adc16_init.rb -r 0x2a=0x6666 $f roach2_fengine; done
+# Start X engines
+echo Starting $xc Engine instances on $xhosts
+for x in $xhosts
+do
+  ssh $x ${paper_init} 0 1 &
+done
 
-  # Initialize F engines
-  echo Initializing F Engines $fhosts
-  #paper_feng_init.rb -m $ctmode $fhosts
-  hera_roach_feng_init.py -e 600 $fhosts
-fi
+wait
 
-if [ -n "$do_x" -o "$do_c" ]
-then
-  # Start X engines
-  echo Starting $xc Engine instances on $xhosts
-  for x in $xhosts
-  do
-    ssh $x ${paper_init} 0 1 &
-  done
+# Start hashpipe-redis gateways
+echo Starting hashpipe-redis gateways on $xhosts
+for x in $xhosts
+do
+  # Start two gateways on each host: one gateway per NUMA node, one instance
+  # per gateway.  The gateways run on the OS core (7 or 15)
+  ssh $x "
+    taskset 0x0080 hashpipe_redis_gateway.rb -g $x -i 0;
+    taskset 0x8000 hashpipe_redis_gateway.rb -g $x -i 1;
+  "
+done
 
-  wait
+# Let the gateways come up
+sleep 1
 
-  # Start hashpipe-redis gateways
-  echo Starting hashpipe-redis gateways on $xhosts
+# Turn off HOLD flag on all instances
+echo Enabling all X Engine network threads
+for i in 1 0
+do
   for x in $xhosts
   do
-    # Start two gateways on each host: one gateway per NUMA node, two instances
-    # per gateway.  The gateways run on the OS core (0 or 8)
-    ssh $x "
-      taskset 0x0001 hashpipe_redis_gateway.rb -g $x -i 0,1;
-      taskset 0x0100 hashpipe_redis_gateway.rb -g $x -i 2,3
-    "
-  done
-
-  # Let the gateways come up
-  sleep 1
-
-  # Turn off HOLD flag on all instances
-  echo Enabling all X Engine network threads
-  for i in 1 0
-  do
-    for x in $xhosts
-    do
-      redis-cli -h redishost publish hashpipe://$x/$i/set NETHOLD=0 > /dev/null
-    done
+    redis-cli -h redishost publish hashpipe://$x/$i/set NETHOLD=0 > /dev/null
   done
+done
 
-  sleep 1
+sleep 1
 
-  # Reset all NET{WAT,REC,PRC}M{N,X} counters
-  echo Resetting all network stats counters
-  for i in 1 0
+# Reset all NET{WAT,REC,PRC}M{N,X} counters
+echo Resetting all network stats counters
+for i in 1 0
+do
+  for x in $xhosts
   do
-    for x in $xhosts
+    for k in NET{WAT,REC,PRC}
     do
-      for k in NET{WAT,REC,PRC}
-      do
-        redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MN=99999 > /dev/null
-        redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MX=0 > /dev/null
-      done
+      redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MN=99999 > /dev/null
+      redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MX=0 > /dev/null
     done
   done
-fi
+done

From 3b1444cd14cf9c9e2237d286029f6dc6582d934a Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Sep 2018 21:17:05 +0000
Subject: [PATCH 074/420] Add support for even/odd correlators

---
 src/hera_ctl.py | 62 +++++++++++++++++++++++++------------------------
 1 file changed, 32 insertions(+), 30 deletions(-)

diff --git a/src/hera_ctl.py b/src/hera_ctl.py
index 5c2cc665..00004cd5 100755
--- a/src/hera_ctl.py
+++ b/src/hera_ctl.py
@@ -4,7 +4,10 @@
 import time
 import argparse
 
-def mcnts_per_second(sample_rate=500e6, spectra_len=8192, round_to=2):
+MCNT_STEP_SIZE = 2
+MCNT_XGPU_BLOCK_SIZE = 2048
+
+def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     """
     Return number of MCNTs in 1 second. For HERA, but not in general,
     this is the same as the number of spectra in 1 second.
@@ -12,7 +15,7 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192, round_to=2):
     spectra_len: Number of frequency channels in 1 F-Engine spectra (prior to any subselecting)
     round_to   : Output the number of mcnts per second rounded up to a multiple of this number
     """
-    return round_to * (int(sample_rate / (spectra_len * 2) + (round_to - 1)) // round_to)
+    return sample_rate / (spectra_len * 2)
 
 
 parser = argparse.ArgumentParser(description='Turn on and off the HERA correlator',
@@ -21,10 +24,14 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192, round_to=2):
                     help = 'Action: "start"|"stop": start|stop the correlator.')
 parser.add_argument('-n', dest='acclen', type=int, default=64*2048,
                     help ='Number of spectra to accumulate')
+parser.add_argument('-s', dest='slices', type=int, default=2,
+                    help ='Number of slices. Eg. for HERA\'s ever/odd correlator, slices=2. \
+                           It is assumed that for N xhosts, hosts 1..N are slice 1, \
+                           N+1..2*N are slice 2, etc.')
 parser.add_argument('-t', dest='starttime', type=float, default=time.time()+5,
                     help ='UNIX time to start observations. Default is NOW+5s')
-parser.add_argument('-x', dest='xhosts', type=int, default=16,
-                    help ='Number of GPU hosts')
+parser.add_argument('-x', dest='xhosts', type=int, default=8,
+                    help ='Number of GPU hosts **per slice**')
 parser.add_argument('-i', dest='xinstances_per_host', type=int, default=2,
                     help ='Number of X-engine instances per GPU host')
 parser.add_argument('-r', dest='redishost', type=str, default='redishost',
@@ -44,44 +51,39 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192, round_to=2):
 
 rdb = redis.Redis(args.redishost)
 
-if args.action == 'start':
-    gpumcnts = [rdb.hget(skey, 'GPUMCNT') for skey in status_keys]
-    
-    n_missing_mcnts = gpumcnts.count(None)
-    if n_missing_mcnts == xinstances:
-        print 'Could\'t find any GPUMCNT values. Cannot start'
-        exit()
-    elif n_missing_mcnts > 0:
-        print 'WARNING: Missing GPUMCNT values from instances' % n_missing_mcnts
-
-    # try and convert these to integers. Skip on failure (probably means the value is "None")
-    for i in range(len(gpumcnts)):
-        try:
-            gpumcnts[i] = int(gpumcnts[i])
-        except:
-            pass
+if args.action == 'stop':
+    rdb.publish("hashpipe:///set", 'INTSTAT=stop')
 
-    # Delay before starting, in MCNTs, rounded to 4096
+if args.action == 'start':
+    # Calculate start MCNT
     mcnt_origin = int(rdb['corr:feng_sync_time'])
     time_delay = args.starttime - mcnt_origin
-    delay_mcnts = 4096 * ((int(time_delay * mcnts_per_second()) + 2047) / 4096)
+    delay_mcnts = int(time_delay * mcnts_per_second())
+    # round delay_mcnts down to an acceptable value
+    round_to = MCNT_XGPU_BLOCK_SIZE
+    trig_mcnt = delay_mcnts - (delay_mcnts % round_to)
     
-    # MCNT to start on. Don't need to round, becase gpumcnts has to be aligned to a block boundary
-    trig_mcnt = delay_mcnts
-    trig_time = delay_mcnts * mcnts_per_second() + mcnt_origin
+    trig_time = trig_mcnt / mcnts_per_second() + mcnt_origin
 
-    print 'Current MCNTs are:', gpumcnts
+    #print 'Current MCNTs are:', gpumcnts
+    print 'Sync time is %s' % time.ctime(mcnt_origin)
     print 'MCNTs per second: %.1f' % mcnts_per_second()
+    print 'Requested start time: %s' % time.ctime(args.starttime)
     print 'Trigger MCNT: %d' % trig_mcnt
-    print 'Trigger time is %.1f seconds in the future' % time_delay
+    print 'Trigger time is %.1f seconds in the future (%s)' % (trig_time - time.time(), time.ctime(trig_time))
 
     # Use the hashpipe publish channel to update keys in all status buffers.
     # See the docstring at https://github.com/david-macmahon/rb-hashpipe/blob/master/bin/hashpipe_redis_gateway.rb
     # for details about formatting
     
-    msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt, args.acclen)
-    rdb.publish("hashpipe:///set", msg)
+    for slice in range(args.slices):
+        msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt + slice*MCNT_STEP_SIZE, args.acclen)
+        for host in range(args.xhosts):
+            hostname = 'px%d' % (slice * args.xhosts + host + 1)
+            rdb.publish('hashpipe://%s/0/set' % hostname, msg)
+            rdb.publish('hashpipe://%s/1/set' % hostname, msg)
+        #rdb.publish("hashpipe:///set", msg)
+
     rdb['corr:trig_mcnt'] = trig_mcnt
     rdb['corr:trig_time'] = trig_time
     rdb['corr:acc_len'] = args.acclen
-

From cc810e26bfb0f5367d0e526bc319e6fce1369328 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Sep 2018 21:54:23 +0000
Subject: [PATCH 075/420] Add hera command handler

---
 src/hera_cmd_handler.py | 49 +++++++++++++++++++++++++++++++++++++++++
 1 file changed, 49 insertions(+)
 create mode 100755 src/hera_cmd_handler.py

diff --git a/src/hera_cmd_handler.py b/src/hera_cmd_handler.py
new file mode 100755
index 00000000..7a0dc3eb
--- /dev/null
+++ b/src/hera_cmd_handler.py
@@ -0,0 +1,49 @@
+#!/usr/bin/env python
+import redis
+import time
+import json
+import argparse
+from subprocess import Popen, PIPE
+
+def send_response(r, command, time, **kwargs):
+    message_dict = {"command":command, "time":time, "args":kwargs}
+    n = r.publish("corr:response", json.dumps(message_dict))
+    print n
+
+def start_capture(starttime, duration, acclen, flags):
+    proc = Popen(["hera_ctl.py", "start", "-n", "%d" % acclen, "-t", "%f" % starttime])
+    proc.wait()
+
+def cmd_handler(r, message, testmode=False):
+    d = json.loads(message)
+    command = d["command"]
+    time = d["time"]
+    args = d["args"]
+    if testmode:
+        print "Got command:", command
+        print "       args:", args
+        return
+    if command == "record":
+        start_capture(args["starttime"], args["duration"], args["acclen"], args["tag"])
+        starttime = float(r["corr:trig_time"])
+        send_response(r, command, time, starttime=starttime)
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description='Process commands from the corr:message redis channel.',
+                                     formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+    parser.add_argument('-r', dest='redishost', type=str, default='redishost',
+                        help ='Hostname of redis server')
+    parser.add_argument('-t', dest='testmode', action='store_true', default=False,
+                        help ='Use this flag to run in test mode, where no commands are executed')
+    args = parser.parse_args()
+    
+    r = redis.Redis(args.redishost)
+    
+    cmd_chan = r.pubsub()
+    cmd_chan.subscribe("corr:message")
+    cmd_chan.get_message(timeout=0.1)
+    
+    while(True):
+        message = cmd_chan.get_message(timeout=5)
+        if message is not None:
+            cmd_handler(r, message["data"], testmode=args.testmode)

From 0775c82eb2e74feb869635b3e397710d65b8a92f Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 3 Oct 2018 22:33:41 +0000
Subject: [PATCH 076/420] Add performance tweaker to installed scripts

---
 src/Makefile.am                    | 1 +
 tweak-perf.sh => src/tweak-perf.sh | 0
 2 files changed, 1 insertion(+)
 rename tweak-perf.sh => src/tweak-perf.sh (100%)

diff --git a/src/Makefile.am b/src/Makefile.am
index e7de1ff1..22663d2e 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -55,6 +55,7 @@ dist_bin_SCRIPTS = paper_init.sh \
 		   xtor_up.sh \
                    catcher_init.sh \
                    catcher_up.sh \
+                   tweak-perf.sh \
                    hera_ctl.py \
                    hera_make_hdf5_template.py
 
diff --git a/tweak-perf.sh b/src/tweak-perf.sh
similarity index 100%
rename from tweak-perf.sh
rename to src/tweak-perf.sh

From ae259bccfc2b34552871de4552d9f85ce65ac49a Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 3 Oct 2018 22:36:25 +0000
Subject: [PATCH 077/420] Run performance tweaking script on xtor_up

---
 src/xtor_up.sh | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/src/xtor_up.sh b/src/xtor_up.sh
index a76f0798..03d7fde3 100755
--- a/src/xtor_up.sh
+++ b/src/xtor_up.sh
@@ -11,6 +11,7 @@ exit $1
 }
 
 paper_init=paper_init.sh
+perf_tweaker=tweak-perf.sh
 xc=X
 
 while getopts :fxcm:h-: opt
@@ -44,6 +45,15 @@ fi
 
 xhosts=$(echo "$@" | sed 's/^/px/;s/ / px/g')
 
+# Run performance tweaking script
+echo Running performance tweaking script on $xhosts
+for x in $xhosts
+do
+  ssh root@$x ${perf_tweaker} &
+done
+
+wait
+
 # Start X engines
 echo Starting $xc Engine instances on $xhosts
 for x in $xhosts

From 007b3cabc885a4a62428a985195ade3d8565b996 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 4 Oct 2018 00:09:19 +0000
Subject: [PATCH 078/420] Interrupts off-by-one for eth5

---
 src/tweak-perf.sh | 30 +++++++++++++-----------------
 1 file changed, 13 insertions(+), 17 deletions(-)

diff --git a/src/tweak-perf.sh b/src/tweak-perf.sh
index aa307733..04aa5c43 100755
--- a/src/tweak-perf.sh
+++ b/src/tweak-perf.sh
@@ -4,8 +4,8 @@
 for i in `ls /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor`; do echo performance > $i; done
 
 # Set mtu
-ifconfig eth3 mtu 3200
-ifconfig eth5 mtu 3200
+ifconfig eth3 mtu 5000
+ifconfig eth5 mtu 5000
 
 # Turn on pause requests
 ethtool -A eth3 rx on
@@ -36,22 +36,18 @@ ethtool -G eth5 rx 8192
 #ethtool -U eth3 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 5 loc 2
 #ethtool -U eth3 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 6 loc 3
 #ethtool -U eth3 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 7 loc 4
-ethtool -U eth3 flow-type udp4 src-ip 10.0.10.110 m 0.0.0.0 action 4 loc 1
-ethtool -U eth3 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 4 loc 2
-ethtool -U eth3 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 5 loc 3
-ethtool -U eth3 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 5 loc 4
-ethtool -U eth3 flow-type udp4 src-ip 10.0.10.201 m 0.0.0.0 action 6 loc 5
-ethtool -U eth3 flow-type udp4 src-ip 10.0.10.109 m 0.0.0.0 action 6 loc 6
+ethtool -U eth3 flow-type udp4 src-port 8511 action 4 loc 1
+ethtool -U eth3 flow-type udp4 src-port 8512 action 5 loc 2
+ethtool -U eth3 flow-type udp4 src-port 8513 action 6 loc 3
+ethtool -U eth3 flow-type udp4 src-port 8514 action 7 loc 4
 # Dump everything else on CPU7 (there shouldn't be much)
-ethtool -U eth3 flow-type udp4 src-ip 10.0.10.1 m 255.255.255.255 action 4 loc 7
-
-ethtool -U eth5 flow-type udp4 src-ip 10.0.10.110 m 0.0.0.0 action 12 loc 1
-ethtool -U eth5 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 12 loc 2
-ethtool -U eth5 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 13 loc 3
-ethtool -U eth5 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 13 loc 4
-ethtool -U eth3 flow-type udp4 src-ip 10.0.10.201 m 0.0.0.0 action 14 loc 5
-ethtool -U eth3 flow-type udp4 src-ip 10.0.10.109 m 0.0.0.0 action 14 loc 6
+ethtool -U eth3 flow-type udp4 src-ip 10.0.10.1 m 255.255.255.255 action 7 loc 5
+
+ethtool -U eth5 flow-type udp4 src-port 8511 action 12 loc 1
+ethtool -U eth5 flow-type udp4 src-port 8512 action 13 loc 2
+ethtool -U eth5 flow-type udp4 src-port 8513 action 14 loc 3
+ethtool -U eth5 flow-type udp4 src-port 8514 action 15 loc 4
 # Dump everything else on CPU7 (there shouldn't be much)
-ethtool -U eth5 flow-type udp4 src-ip 10.0.10.1 m 255.255.255.255 action 15 loc 7
+ethtool -U eth5 flow-type udp4 src-ip 10.0.10.1 m 255.255.255.255 action 15 loc 5
 
 

From 19984127e96955cd04a51a2ca85cdf44f08f093f Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Fri, 5 Oct 2018 16:06:37 -0700
Subject: [PATCH 079/420] Fix number of antennas / instrument name

---
 src/hera_make_hdf5_template.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/hera_make_hdf5_template.py b/src/hera_make_hdf5_template.py
index ef919803..40a08bf1 100644
--- a/src/hera_make_hdf5_template.py
+++ b/src/hera_make_hdf5_template.py
@@ -54,7 +54,8 @@ def create_header(h5, use_cm=False):
         cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], cminfo["cofa_lat"],
                                                              cminfo["cofa_lon"], cminfo["cofa_alt"])
 
-    NANTS_DATA = 196
+    INSTRUMENT = "HERA"
+    NANTS_DATA = 192
     NANTS = 352
     NCHANS = 2048 / 4. * 3
     ANT_DIAMETER = 14.0
@@ -77,7 +78,7 @@ def create_header(h5, use_cm=False):
     header.create_dataset("channel_width",     dtype="<f8", data=250e6 / (NCHANS / 3 * 4))
     header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=np.linspace(0, 250e6, NCHANS))
     header.create_dataset("history",   data="%s: Template file created\n" % time.ctime())
-    header.create_dataset("telescope", data="HERA")
+    header.create_dataset("instrument", data=INSTRUMENT)
     header.create_dataset("integration_time", dtype="<f8", data=INT_TIME)
     header.create_dataset("object_name", data="zenith")
     header.create_dataset("phase_type",  data="drift")

From fe1f09bd258cd0463f81ee85286d4ac228f997e6 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Fri, 5 Oct 2018 16:21:22 -0700
Subject: [PATCH 080/420] Update Ntimes on file close

This was missing, so closed files would always show as
having Ntimes = 0 (the initialization value in the template header)
---
 src/hera_catcher_disk_thread.c | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index a76ae757..9994bedc 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -54,7 +54,7 @@ typedef struct {
     hid_t nsamples_fs;
 } hdf5_id_t;  
 
-static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts) {
+static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts, uint64_t file_nts) {
     hid_t dataset_id;
     dataset_id = H5Dopen(id->extra_keywords_gid, "stopt", H5P_DEFAULT);
     H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_stop_t);
@@ -65,6 +65,9 @@ static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration,
     dataset_id = H5Dopen(id->header_gid, "Nblts", H5P_DEFAULT);
     H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nblts);
     H5Dclose(dataset_id);
+    dataset_id = H5Dopen(id->header_gid, "Ntimes", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nts);
+    H5Dclose(dataset_id);
     // Close datasets
     H5Dclose(id->visdata_did);
     H5Dclose(id->flags_did);
@@ -436,8 +439,8 @@ static void *run(hashpipe_thread_args_t * args)
             // If a file is open, finish its meta-data and close it.
             if (curr_file_time >= 0) {
                 fprintf(stdout, "Closing datasets and files\n");
-                close_file(&sum_file, file_stop_t, file_duration, file_nblts);
-                close_file(&diff_file, file_stop_t, file_duration, file_nblts);
+                close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
+                close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
             }
 
             // And now start a new file

From 183798705c7030a849ac12e7959b294754fa15d0 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Fri, 5 Oct 2018 16:24:36 -0700
Subject: [PATCH 081/420] Make n_bls related to NANTS_DATA, not NANTS

Which is (probably) the right thing to do.
---
 src/hera_make_hdf5_template.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_make_hdf5_template.py b/src/hera_make_hdf5_template.py
index 40a08bf1..2ec229d9 100644
--- a/src/hera_make_hdf5_template.py
+++ b/src/hera_make_hdf5_template.py
@@ -60,8 +60,8 @@ def create_header(h5, use_cm=False):
     NCHANS = 2048 / 4. * 3
     ANT_DIAMETER = 14.0
     INT_TIME = 10.0
-    n_bls = (NANTS * (NANTS + 1)) / 2
     bls = np.array(get_bl_order(NANTS_DATA))
+    n_bls = len(bls)
 
     header = h5.create_group("Header")
     header.create_dataset("Nants_data", dtype="<i8", data=NANTS_DATA)

From fe14f9ce4b8916143808bfa2484cf3aae254ac7d Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Sat, 6 Oct 2018 11:55:56 -0700
Subject: [PATCH 082/420] Add code for sample-depended header entries.

Initialize the integration_time, uvw_array, and time_array header items
as extensible vectors, and grow them with each new time sample received.

TODO: compute the values for these entries properly.
---
 src/hera_catcher_disk_thread.c | 120 +++++++++++++++++++++++++++++++--
 1 file changed, 116 insertions(+), 4 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 9994bedc..68155cbd 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -49,10 +49,16 @@ typedef struct {
     hid_t visdata_did;
     hid_t flags_did;
     hid_t nsamples_did;
+    hid_t time_array_did;
+    hid_t integration_time_did;
+    hid_t uvw_array_did;
     hid_t visdata_fs;
     hid_t flags_fs;
     hid_t nsamples_fs;
-} hdf5_id_t;  
+    hid_t time_array_fs;
+    hid_t integration_time_fs;
+    hid_t uvw_array_fs;
+} hdf5_id_t;
 
 static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts, uint64_t file_nts) {
     hid_t dataset_id;
@@ -93,7 +99,7 @@ static void make_extensible_hdf5(hdf5_id_t *id)
     hsize_t dims[N_DATA_DIMS] = {0, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
     hsize_t max_dims[N_DATA_DIMS] = {16, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
     hsize_t chunk_dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
-    
+
     hid_t file_space = H5Screate_simple(N_DATA_DIMS, dims, max_dims);
     hid_t plist = H5Pcreate(H5P_DATASET_CREATE);
 
@@ -105,7 +111,7 @@ static void make_extensible_hdf5(hdf5_id_t *id)
     H5Pset_layout(plist, H5D_CHUNKED);
 
     H5Pset_chunk(plist, N_DATA_DIMS, chunk_dims);
-    
+
     // Now we have the dataspace properties, create the datasets
     id->visdata_did = H5Dcreate(id->data_gid, "visdata", complex_id, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
     if (id->visdata_did < 0) {
@@ -129,6 +135,66 @@ static void make_extensible_hdf5(hdf5_id_t *id)
     H5Sclose(file_space);
 }
 
+/* Create the extensible header entries which have dimensions ~Nblts.
+ * These are:
+ * Header/uvw_array (Nblts x 3)
+ * Header/time_array (Nblts)
+ * Header/integration_time (Nblts)
+ */
+#define DIM1 1
+#define DIM2 2
+static void make_extensible_headers_hdf5(hdf5_id_t *id)
+{
+    hsize_t dims1[DIM1] = {0};
+    hsize_t max_dims1[DIM1]   = {16 * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
+    hsize_t chunk_dims1[DIM1] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
+
+    hid_t file_space = H5Screate_simple(DIM1, dims1, max_dims1);
+    hid_t plist = H5Pcreate(H5P_DATASET_CREATE);
+
+    H5Pset_layout(plist, H5D_CHUNKED);
+
+    H5Pset_chunk(plist, DIM1, chunk_dims1);
+
+    // Now we have the dataspace properties, create the datasets
+    id->time_array_did = H5Dcreate(id->header_gid, "time_array", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->visdata_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create visdata dataset");
+        pthread_exit(NULL);
+    }
+
+    id->integration_time_did = H5Dcreate(id->header_gid, "integration_time", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->nsamples_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create nsamples dataset");
+        pthread_exit(NULL);
+    }
+
+    H5Pclose(plist);
+    H5Sclose(file_space);
+
+    /* And now uvw_array, which has shape Nblts x 3 */
+    hsize_t dims2[DIM2] = {0, 3};
+    hsize_t max_dims2[DIM2]   = {16 * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
+    hsize_t chunk_dims2[DIM2] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
+
+    file_space = H5Screate_simple(DIM2, dims2, max_dims2);
+    plist = H5Pcreate(H5P_DATASET_CREATE);
+
+    H5Pset_layout(plist, H5D_CHUNKED);
+
+    H5Pset_chunk(plist, DIM2, chunk_dims2);
+
+    // Now we have the dataspace properties, create the datasets
+    id->uvw_array_did = H5Dcreate(id->header_gid, "uvw_array", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->visdata_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create visdata dataset");
+        pthread_exit(NULL);
+    }
+
+    H5Pclose(plist);
+    H5Sclose(file_space);
+}
+
 static hid_t open_hdf5_from_template(char * sourcename, char * destname)
 {
     int read_fd, write_fd;
@@ -192,6 +258,9 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     // Create the extensible "Data" group datasets. This function
     // assigns all the dataset ids to the id struct
     make_extensible_hdf5(id);
+    // Create the extensible "Header/*" group datasets. This function
+    // assigns all the dataset ids to the id struct
+    make_extensible_headers_hdf5(id);
     
     // Write meta-data values we know at file-open
     dataset_id = H5Dopen(id->extra_keywords_gid, "obs_id", H5P_DEFAULT);
@@ -212,6 +281,17 @@ static void extend_datasets(hdf5_id_t *id, int n) {
     id->nsamples_fs = H5Dget_space(id->nsamples_did);
 }
 
+static void extend_header_datasets(hdf5_id_t *id, int n) {
+    hsize_t dims1[DIM1] = {n * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
+    hsize_t dims2[DIM2] = {n * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
+    H5Dset_extent(id->time_array_did, dims1);
+    H5Dset_extent(id->integration_time_did, dims1);
+    H5Dset_extent(id->uvw_array_did, dims2);
+    id->time_array_fs = H5Dget_space(id->time_array_did);
+    id->integration_time_fs = H5Dget_space(id->integration_time_did);
+    id->uvw_array_fs = H5Dget_space(id->uvw_array_did);
+}
+
 static void close_filespaces(hdf5_id_t *id) {
     H5Sclose(id->visdata_fs);
     H5Sclose(id->flags_fs);
@@ -231,6 +311,23 @@ static void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space,
     H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf);
 }
 
+/*
+Write Nbls entries into the integration_time and time_array arrays. Write Nbls x 3 entries into uvw_array
+*/
+static void write_extensible_headers(hdf5_id_t *id, hsize_t t, hid_t mem_space1, hid_t mem_space2, double *integration_time_buf, double *time_array_buf, double*uvw_array_buf)
+{
+    hsize_t start1[DIM1] = {t * (VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES)};
+    hsize_t count1[DIM1] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
+    hsize_t start2[DIM2] = {t * (VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES), 0};
+    hsize_t count2[DIM2] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
+    H5Sselect_hyperslab(id->integration_time_fs, H5S_SELECT_SET, start1, NULL, count1, NULL);
+    H5Dwrite(id->integration_time_did, H5T_NATIVE_DOUBLE, mem_space1, id->integration_time_fs, H5P_DEFAULT, integration_time_buf);
+    H5Sselect_hyperslab(id->time_array_fs, H5S_SELECT_SET, start1, NULL, count1, NULL);
+    H5Dwrite(id->time_array_did, H5T_NATIVE_DOUBLE, mem_space1, id->time_array_fs, H5P_DEFAULT, time_array_buf);
+    H5Sselect_hyperslab(id->uvw_array_fs, H5S_SELECT_SET, start2, NULL, count2, NULL);
+    H5Dwrite(id->uvw_array_did, H5T_NATIVE_DOUBLE, mem_space2, id->uvw_array_fs, H5P_DEFAULT, uvw_array_buf);
+}
+
 /*
 Turn an mcnt into a UNIX time in double-precision.
 */
@@ -389,6 +486,10 @@ static void *run(hashpipe_thread_args_t * args)
     int32_t *bl_buf_sum  = (int32_t *)aligned_alloc(32, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
     int32_t *bl_buf_diff = (int32_t *)aligned_alloc(32, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
 
+    double *integration_time_buf = (double *)malloc((VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES) * sizeof(double));
+    double *time_array_buf       = (double *)malloc((VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES) * sizeof(double));
+    double *uvw_array_buf        = (double *)malloc((VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES) * 3 * sizeof(double));
+
     // Allocate an array of bools for flags and n_samples
     hbool_t *flags = (hbool_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(hbool_t));
     uint64_t *nsamples = (uint64_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED* sizeof(uint64_t));
@@ -397,6 +498,12 @@ static void *run(hashpipe_thread_args_t * args)
     // We write 1 baseline-time at a time
     hsize_t dims[N_DATA_DIMS] = {1, N_BL_PER_WRITE, N_CHAN_PROCESSED, N_STOKES};
     hid_t mem_space = H5Screate_simple(N_DATA_DIMS, dims, NULL);
+    // Memory spaces to Nblts-element header vectors
+    hsize_t dims1[DIM1] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
+    hid_t mem_space1 = H5Screate_simple(DIM1, dims1, NULL);
+    // Memory spaces to (Nblts x 3)-element header vectors
+    hsize_t dims2[DIM2] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
+    hid_t mem_space2 = H5Screate_simple(DIM2, dims2, NULL);
 
     while (run_threads()) {
         // Note waiting status,
@@ -466,8 +573,13 @@ static void *run(hashpipe_thread_args_t * args)
         // extend the datasets with time axes and update filespace IDs
         extend_datasets(&sum_file, file_nts);
         extend_datasets(&diff_file, file_nts);
+        extend_header_datasets(&sum_file, file_nts);
+        extend_header_datasets(&diff_file, file_nts);
             
-        // TODO: Write lst_array, time_array, uvw_array, zenith_dec, zenith_ra
+        // Write this integration's entries for lst_array, time_array, uvw_array
+        // TODO: compute uvw array
+        write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf);
+        write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf);
 
         // Sum over channels, compute even/odd sum/diffs, and get data on a per-baseline basis
         for(bl=0; bl<(VIS_MATRIX_ENTRIES_PER_CHAN/N_STOKES); bl+=N_BL_PER_WRITE) {

From c16d3b6a0e326724018a344eea097adf0c89a385 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Sat, 6 Oct 2018 12:05:41 -0700
Subject: [PATCH 083/420] Compute integration time / julian time arrays

Integration time needs to be fed into the catcher
from the correlator via the INTSECS status keyword.

Currently the julian time array is the same for
each block of Nbls. The integration_time array
is the same for every entry.

These arrays are placeholders for a more interesting future
where baseline-dependent averaging means the int-times
and time centers can be a function of baseline
---
 src/hera_catcher_disk_thread.c | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 68155cbd..017de305 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -336,6 +336,22 @@ static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
     return (sync_time + mcnt) * (N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE);
 }
 
+static void compute_time_array(double time, double *time_buf)
+{
+    int i;
+    for (i=0; i<(VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES); i++) {
+        time_buf[i] = time;
+    }
+}
+
+static void compute_integration_time_array(double integration_time, double *integration_time_buf)
+{
+    int i;
+    for (i=0; i<(VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES); i++) {
+        integration_time_buf[i] = integration_time;
+    }
+}
+
 /*
 Given an intire input buffer --
 even/odd x 1 time x N_chans x N_bls x  N_stokes x 2 (real/imag)
@@ -450,6 +466,7 @@ static void *run(hashpipe_thread_args_t * args)
     uint32_t sync_time = 0;
     double gps_time;
     double julian_time;
+    double integration_time;
 
     // How many integrations to dump to a file before starting the next one
     // This is read from shared memory
@@ -464,6 +481,9 @@ static void *run(hashpipe_thread_args_t * args)
 
     hgetu4(st.buf, "MSPERFIL", &ms_per_file);
 
+    // Get the integration time reported by the correlator
+    hgetr8(st.buf, "INTSECS", &integration_time);
+
     // Init status variables
     hputi8(st.buf, "DISKMCNT", 0);
     hashpipe_status_unlock_safe(&st);
@@ -578,6 +598,8 @@ static void *run(hashpipe_thread_args_t * args)
             
         // Write this integration's entries for lst_array, time_array, uvw_array
         // TODO: compute uvw array
+        compute_time_array(julian_time, time_array_buf);
+        compute_integration_time_array(integration_time, integration_time_buf);
         write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf);
         write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf);
 

From c02b101a620d901009d0ee3ee6a58e548afe4207 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 6 Oct 2018 22:08:27 +0000
Subject: [PATCH 084/420] add shebang

---
 src/hera_make_hdf5_template.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/hera_make_hdf5_template.py b/src/hera_make_hdf5_template.py
index 2ec229d9..7d960bc4 100644
--- a/src/hera_make_hdf5_template.py
+++ b/src/hera_make_hdf5_template.py
@@ -1,3 +1,5 @@
+#!/usr/bin/env python
+
 import h5py
 import sys
 import numpy as np

From 4a230b1d7dd52b5ff528ac518816458f8d2b9816 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 6 Oct 2018 22:08:56 +0000
Subject: [PATCH 085/420] Make big (network) endian

---
 src/catcher.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/catcher.py b/src/catcher.py
index 30f6dd8b..9c7c6d42 100644
--- a/src/catcher.py
+++ b/src/catcher.py
@@ -30,7 +30,7 @@
 start = time.time()
 while True:
     data = sock.recv(BYTES_PER_PACKET)
-    unpacked = struct.unpack('<QLHH', data[0:16])
+    unpacked = struct.unpack('>QLHH', data[0:16])
     timestamp = unpacked[0]
     offset = unpacked[1]
     xeng_id = unpacked[2]
@@ -40,7 +40,7 @@
     if (not wait) or (offset == 0):
         n += 1
         wait = False
-        #print time, packet_num, xeng_id, payload_len
+        print timestamp, offset, xeng_id, payload_len
         #print dout[256*packet_num:256*(packet_num+1)].shape
         #print len(unpacked[4:])
         #dout[offset/4:(offset+PAYLOAD_LEN)/4] = np.fromstring(data[16:], dtype='>i')

From c73655a0d90ea79255cef638331c45e705d90088 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 6 Oct 2018 22:10:50 +0000
Subject: [PATCH 086/420] Write flags to control catcher prior to starting

---
 src/catcher_up.sh | 16 +++++++++++++---
 1 file changed, 13 insertions(+), 3 deletions(-)

diff --git a/src/catcher_up.sh b/src/catcher_up.sh
index 40ff36c4..8249011a 100755
--- a/src/catcher_up.sh
+++ b/src/catcher_up.sh
@@ -12,8 +12,8 @@ catcherhost=hera-sn1
 
 # Start X engines
 echo Starting catcher instance on $catcherhost
-echo "ssh $catcherhost \"${init} 0\" &"
-ssh $catcherhost "${init} 0" &
+echo "ssh $catcherhost \"cd /datax1; ${init} 0\" &"
+ssh $catcherhost "cd /datax1; ${init} 0" &
 wait
 
 # Start hashpipe-redis gateways
@@ -22,7 +22,17 @@ echo "ssh $catcherhost \"taskset 0x0001 hashpipe_redis_gateway.rb -g $catcherhos
 ssh $catcherhost "taskset 0x0001 hashpipe_redis_gateway.rb -g $catcherhost -i 0"
 
 # Let the gateways come up
-sleep 1
+sleep 3
+
+# Generate meta-data template
+echo "ssh $catcherhost \"source ~/hera-venv/bin/activate; hera_make_hdf5_template.py -c /tmp/template.h5\""
+ssh $catcherhost "source ~/hera-venv/bin/activate; hera_make_hdf5_template.py -c /tmp/template.h5"
+
+# Configure runtime parameters
+SYNCTIME=`redis-cli -h redishost get corr:feng_sync_time`
+redis-cli -h redishost publish hashpipe://hera-sn1/0/set HDF5TPLT=/tmp/template.h5 > /dev/null
+redis-cli -h redishost publish hashpipe://hera-sn1/0/set MSPERFIL=10000 > /dev/null
+redis-cli -h redishost publish hashpipe://hera-sn1/0/set SYNCTIME=$SYNCTIME > /dev/null
 
 # Turn off HOLD flag on all instances
 echo Enabling catcher network threads

From 93778d051734d86966429195fb44766a6a1dc68e Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 6 Oct 2018 22:11:36 +0000
Subject: [PATCH 087/420] Make more aggressive

---
 src/xtor_down.sh | 20 ++++++++------------
 1 file changed, 8 insertions(+), 12 deletions(-)

diff --git a/src/xtor_down.sh b/src/xtor_down.sh
index 60223ceb..a6cfdf1e 100755
--- a/src/xtor_down.sh
+++ b/src/xtor_down.sh
@@ -62,7 +62,7 @@ fi
 # If no parameters are given (the normal case), use slices {1..8}
 if [ $# -eq 0 ]
 then
-  set {1..8}
+  set {1..16}
 fi
 
 # Stop taking data
@@ -84,16 +84,6 @@ then
   echo 'timeout!'
 fi
 
-if pgrep cn_rx.py > /dev/null
-then
-  echo 'cn_rx.py still running!'
-fi
-
-# Just to be sure
-echo "killing cn_rx.py (just to be sure)"
-pkill    cn_rx.py
-pkill -9 cn_rx.py
-
 # Stop integrations
 echo "stopping integrations"
 hera_ctl.py stop
@@ -112,10 +102,15 @@ echo "killing hashpipe instances"
 for x; do ssh root@px$x pkill    hashpipe; done
 for x; do ssh root@px$x pkill -9 hashpipe; done
 
+# Stop hashpipe_check_status process, which can hang if something has gone wrong previously
+echo "killing hashpipe_check_status instances"
+for x; do ssh root@px$x pkill    hashpipe_check_status; done
+for x; do ssh root@px$x pkill -9 hashpipe_check_status; done
+
 # Delete shared memory and semaphores
 echo "deleting shared memory and semaphores"
 for x; do
-  for i in {0..3}; do
+  for i in {0..1}; do
     ssh root@px$x hashpipe_clean_shmem -d -I $i > /dev/null
   done
 done
@@ -124,3 +119,4 @@ done
 echo "nuking any remaining shared memory and semaphores"
 for x; do ssh root@px$x 'ipcs -m | awk "/0x/{print \"ipcrm -m\", \$2}" | sh'; done
 for x; do ssh root@px$x 'ipcs -s | awk "/0x/{print \"ipcrm -s\", \$2}" | sh'; done
+for x; do ssh root@px$x 'rm /dev/shm/*hashpipe*'; done

From f6d5d46be1d4bde0a753780b0ab5d3c7c55345c1 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 10 Oct 2018 06:40:18 +0000
Subject: [PATCH 088/420] Fix MCNT TIME_DEMUX bug

When locking on to a new MCNT, the receiver was not correctly
taking into account the TIME_DEMUX factor when figuring out
where a block should start. Amongst (probably) other symptoms,
this screwed up the tracking of the number of packets per block.
For TIME_DEMUX = 2 some X-engines would report only receiving half
of their expected packets.
---
 src/hera_pktsock_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index a3560750..cd60e33f 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -518,7 +518,7 @@ static inline uint64_t process_packet(
 		pkt_mcnt += TIME_DEMUX*N_TIME_PER_BLOCK*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
 	    }
 	    // Round pkt_mcnt down to nearest multiple of Nm
-	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%N_TIME_PER_BLOCK);
+	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%(N_TIME_PER_BLOCK*TIME_DEMUX));
 	    binfo.mcnt_log_late = binfo.mcnt_start + N_TIME_PER_BLOCK*TIME_DEMUX;
 	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
 	    hashpipe_warn("hera_pktsock_thread",

From 9340639560e92e11a589456fbba7ed8057b59d1c Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 13 Oct 2018 02:22:04 +0000
Subject: [PATCH 089/420] Fixes for even/odd binning

This commit fixes a variety of bugs in the handling of MCNTs
when the correlator is separated into even and odd time slices.

MCNT rounding has been changed so as not to mask off the bits
which identify the correlator as even/odd. A status buffer variable
"TIMEIDX" has also been added, which tells a pipeline if it is expected
to be opperating on even or odd time chunks. If the received MCNTs
don't match this runtime-supplied variable, errors are logged.
---
 src/hera_ctl.py           |  3 +-
 src/hera_pktsock_thread.c | 32 +++++++++++++---
 src/paper_gpu_thread.c    |  4 +-
 src/xtor_up.py            | 81 +++++++++++++++++++++++++++++++++++++++
 4 files changed, 110 insertions(+), 10 deletions(-)
 create mode 100644 src/xtor_up.py

diff --git a/src/hera_ctl.py b/src/hera_ctl.py
index 00004cd5..69d0aa93 100755
--- a/src/hera_ctl.py
+++ b/src/hera_ctl.py
@@ -13,7 +13,6 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     this is the same as the number of spectra in 1 second.
     sample_rate: ADC clock rate in MHz
     spectra_len: Number of frequency channels in 1 F-Engine spectra (prior to any subselecting)
-    round_to   : Output the number of mcnts per second rounded up to a multiple of this number
     """
     return sample_rate / (spectra_len * 2)
 
@@ -60,7 +59,7 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     time_delay = args.starttime - mcnt_origin
     delay_mcnts = int(time_delay * mcnts_per_second())
     # round delay_mcnts down to an acceptable value
-    round_to = MCNT_XGPU_BLOCK_SIZE
+    round_to = MCNT_XGPU_BLOCK_SIZE * args.slices # This represents the granularity with which an integration can be started
     trig_mcnt = delay_mcnts - (delay_mcnts % round_to)
     
     trig_time = trig_mcnt / mcnts_per_second() + mcnt_origin
diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index cd60e33f..19296615 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -68,6 +68,11 @@ typedef struct {
 
 static hashpipe_status_t *st_p;
 
+// A variable to store whether this receiver is processing
+// even or odd samples (or in principle a subset of a higher
+// order 2^<integer> split
+static int time_index;
+
 #if 0
 static void print_pkt_header(packet_header_t * pkt_header) {
 
@@ -114,6 +119,13 @@ static inline int block_for_mcnt(uint64_t mcnt)
     return ((mcnt / TIME_DEMUX) / N_TIME_PER_BLOCK) % N_INPUT_BLOCKS;
 }
 
+// Returns start mcnt for the block containing a  given mcnt
+static inline uint64_t start_for_mcnt(uint64_t mcnt)
+{
+    uint64_t mcnt_time_index = ((mcnt / N_TIME_PER_PACKET) % TIME_DEMUX);
+    return (mcnt - (mcnt%(N_TIME_PER_BLOCK * TIME_DEMUX)) + (mcnt_time_index*N_TIME_PER_PACKET));
+}
+
 #ifdef LOG_MCNTS
 #define MAX_MCNT_LOG (1024*1024)
 //static uint64_t mcnt_log[MAX_MCNT_LOG];
@@ -306,10 +318,15 @@ static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_
 static inline void initialize_block(paper_input_databuf_t * paper_input_databuf_p, uint64_t mcnt)
 {
     int block_i = block_for_mcnt(mcnt);
+    uint64_t mcnt_time_index;
 
     paper_input_databuf_p->block[block_i].header.good_data = 0;
     // Round pkt_mcnt down to nearest multiple of N_TIME_PER_BLOCK
-    paper_input_databuf_p->block[block_i].header.mcnt = mcnt - (mcnt%N_TIME_PER_BLOCK);
+    mcnt_time_index = ((mcnt / N_TIME_PER_PACKET) % TIME_DEMUX);
+    if (mcnt_time_index != time_index) {
+        fprintf(stderr, "Expected packets from time index %d, but got index %lu\n", time_index, mcnt_time_index);
+    }
+    paper_input_databuf_p->block[block_i].header.mcnt = start_for_mcnt(mcnt);
 }
 
 // This function must be called once and only once per block_info structure!
@@ -335,8 +352,8 @@ static inline void initialize_block_info(block_info_t * binfo)
     hashpipe_status_unlock_safe(st_p);
 
     // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
-    binfo->mcnt_start = 0;
-    binfo->mcnt_log_late = N_TIME_PER_BLOCK*TIME_DEMUX;
+    binfo->mcnt_start = time_index;
+    binfo->mcnt_log_late = N_TIME_PER_BLOCK*TIME_DEMUX + time_index;
     binfo->block_i = 0;
 
     binfo->out_of_seq_cnt = 0;
@@ -518,7 +535,7 @@ static inline uint64_t process_packet(
 		pkt_mcnt += TIME_DEMUX*N_TIME_PER_BLOCK*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
 	    }
 	    // Round pkt_mcnt down to nearest multiple of Nm
-	    binfo.mcnt_start = pkt_mcnt - (pkt_mcnt%(N_TIME_PER_BLOCK*TIME_DEMUX));
+	    binfo.mcnt_start = start_for_mcnt(pkt_mcnt);
 	    binfo.mcnt_log_late = binfo.mcnt_start + N_TIME_PER_BLOCK*TIME_DEMUX;
 	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
 	    hashpipe_warn("hera_pktsock_thread",
@@ -622,6 +639,9 @@ static void *run(hashpipe_thread_args_t * args)
 	hashpipe_status_lock_safe(&st);
 	// Look for NETHOLD value
 	hgeti4(st.buf, "NETHOLD", &holdoff);
+	// Get the time index of this correlator. I.e. is it correlating
+	// even or odd blocks of samples.
+	hgeti4(st.buf, "TIMEIDX", &time_index);
 	if(!holdoff) {
 	    // Done holding, so delete the key
 	    hdel(st.buf, "NETHOLD");
@@ -665,8 +685,8 @@ static void *run(hashpipe_thread_args_t * args)
     }
 
     // Initialize the newly acquired block
-    initialize_block(db, 0);
-    initialize_block(db, N_TIME_PER_BLOCK*TIME_DEMUX);
+    initialize_block(db, time_index);
+    initialize_block(db, N_TIME_PER_BLOCK*TIME_DEMUX + time_index);
 
     /* Read network params */
     int bindport = 8511;
diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index b9c9878f..cbd91471 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -137,7 +137,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
             } else if(db_in->block[curblock_in].header.mcnt == start_mcount) {
               // Set integration status to "on"
               // Read integration count (INTCOUNT)
-              fprintf(stderr, "--- integration on ---\n");
+              fprintf(stdout, "--- integration on ---\n");
               strcpy(integ_status, "on");
               hashpipe_status_lock_safe(&st);
               hputs(st.buf,  "INTSTAT", integ_status);
@@ -145,7 +145,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
               hashpipe_status_unlock_safe(&st);
               // Compute last mcount
               last_mcount = start_mcount + TIME_DEMUX*(int_count-N_TIME_PER_BLOCK);// * N_SUB_BLOCKS_PER_INPUT_BLOCK;
-              fprintf(stderr, "Accumulating to mcount: %lu\n", last_mcount);
+              fprintf(stdout, "Accumulating %d spectra to mcount: %lu\n", int_count, last_mcount);
             // Else (missed starting mcount)
             } else {
               // Handle missed start of integration
diff --git a/src/xtor_up.py b/src/xtor_up.py
new file mode 100644
index 00000000..1df384ba
--- /dev/null
+++ b/src/xtor_up.py
@@ -0,0 +1,81 @@
+#!/usr/bin/env python
+
+import redis
+import time
+import argparse
+import subprocess
+
+perf_tweaker = 'tweak-perf.sh'
+paper_init = 'paper_init.sh'
+
+def run_on_hosts(hosts, cmd, user=None, wait=True):
+    if isinstance(cmd, str):
+        cmd = [cmd]
+    p = []
+    for host in hosts:
+        if user is None:
+            p += [subprocess.Popen(['ssh', '%s' % (host)] + cmd)]
+        else:
+            p += [subprocess.Popen(['ssh', '%s@%s' % (user, host)] + cmd)]
+    if wait:
+        for pn in p:
+            pn.wait()
+
+parser = argparse.ArgumentParser(description='Start the HERA X-engines',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+
+parser.add_argument('hosts', type=str, nargs='+', help='Hosts to intialize')
+parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
+parser.add_argument('-t', dest='timeslices', type=int, default=2,
+                    help='Number of independent correlators. E.g. 2 => Even/odd correlator')
+parser.add_argument('-i', dest='ninstances', type=int, default=2,
+                    help='Number of pipeline instances per host')
+parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
+                    help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
+
+args = parser.parse_args()
+hosts = args.hosts # Too lazy to keey typing this
+nhosts = len(hosts)
+nhosts_per_timeslice = nhosts / args.timeslices
+
+assert args.ninstances == 2, 'Sorry, anything other than ninstances=2 is not supported!'
+
+r = redis.Redis(args.redishost)
+
+# Run performance tweaking script
+if args.runtweak:
+    run_on_hosts(hosts, perf_tweaker, user='root', wait=True)
+
+# Start X-Engines
+run_on_hosts(hosts, [paper_init, '0', '1'], wait=True) # two instances per host 
+
+# Start hashpipe<->redis gateways
+cpu_masks = ['0x0080', '0x8000']
+for host in hosts:
+    for i in range(args.ninstances):
+        run_on_hosts([host], ['taskset', cpu_masks[i], 'hashpipe_redis_gateway.rb', '-g', host, '-i', '%d'%i])
+
+# Wait for the gateways to come up
+time.sleep(1)
+
+# Configure the X-engines as even/odd correlators
+for hn, host in enumerate(hosts):
+   for i in range(args.ninstances):
+      key = 'hashpipe://%s/%d/set' % (host, i)
+      r.publish(key, 'TIMEIDX=%d' % (hn//nhosts_per_timeslice))
+
+# Let the network threads begin processing
+for hn, host in enumerate(hosts):
+   for i in range(args.ninstances):
+      key = 'hashpipe://%s/%d/set' % (host, i)
+      r.publish(key, 'NETHOLD=0')
+
+time.sleep(2)
+
+# Reset various statistics counters
+for hn, host in enumerate(hosts):
+   for i in range(args.ninstances):
+      key = 'hashpipe://%s/%d/set' % (host, i)
+      for v in ['NETWAT', 'NETREC', 'NETPRC']:
+          r.publish(key, '%sMN=99999' % (v))
+          r.publish(key, '%sMX=0' % (v))

From 19d1a413d14c0efc621111df5c409ffbfea8889f Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 13 Oct 2018 05:12:07 +0000
Subject: [PATCH 090/420] First round of fixes to HDF5 writer

---
 src/catcher_init.sh            |  4 +--
 src/catcher_up.sh              | 14 ++++----
 src/hera_catcher_disk_thread.c | 61 +++++++++++++++++++---------------
 src/hera_catcher_net_thread.c  |  8 +++++
 src/hera_make_hdf5_template.py |  2 +-
 src/paper_databuf.c            | 48 ++++++++++++++++++++++++++
 src/paper_databuf.h            | 32 ++++--------------
 7 files changed, 107 insertions(+), 62 deletions(-)

diff --git a/src/catcher_init.sh b/src/catcher_init.sh
index 4cc829a8..53986827 100755
--- a/src/catcher_init.sh
+++ b/src/catcher_init.sh
@@ -30,8 +30,8 @@ function init() {
     -c $netcpu hera_catcher_net_thread \
     -c $outcpu hera_catcher_disk_thread \
      < /dev/null \
-    1> catcher.out.$instance \
-    2> catcher.err.$instance &
+    1> ~/catcher.out.$instance \
+    2> ~/catcher.err.$instance &
 }
 
 if [ -z "$1" ]
diff --git a/src/catcher_up.sh b/src/catcher_up.sh
index 8249011a..564dfdcd 100755
--- a/src/catcher_up.sh
+++ b/src/catcher_up.sh
@@ -12,8 +12,8 @@ catcherhost=hera-sn1
 
 # Start X engines
 echo Starting catcher instance on $catcherhost
-echo "ssh $catcherhost \"cd /datax1; ${init} 0\" &"
-ssh $catcherhost "cd /datax1; ${init} 0" &
+echo "ssh $catcherhost \"cd /data; ${init} 0\" &"
+ssh $catcherhost "cd /data; ${init} 0" &
 wait
 
 # Start hashpipe-redis gateways
@@ -21,8 +21,8 @@ echo Starting hashpipe-redis gateways on $catcherhost
 echo "ssh $catcherhost \"taskset 0x0001 hashpipe_redis_gateway.rb -g $catcherhost -i 0\""
 ssh $catcherhost "taskset 0x0001 hashpipe_redis_gateway.rb -g $catcherhost -i 0"
 
-# Let the gateways come up
-sleep 3
+# Let the gateways come up and the pipelines start
+sleep 10
 
 # Generate meta-data template
 echo "ssh $catcherhost \"source ~/hera-venv/bin/activate; hera_make_hdf5_template.py -c /tmp/template.h5\""
@@ -30,9 +30,9 @@ ssh $catcherhost "source ~/hera-venv/bin/activate; hera_make_hdf5_template.py -c
 
 # Configure runtime parameters
 SYNCTIME=`redis-cli -h redishost get corr:feng_sync_time`
-redis-cli -h redishost publish hashpipe://hera-sn1/0/set HDF5TPLT=/tmp/template.h5 > /dev/null
-redis-cli -h redishost publish hashpipe://hera-sn1/0/set MSPERFIL=10000 > /dev/null
-redis-cli -h redishost publish hashpipe://hera-sn1/0/set SYNCTIME=$SYNCTIME > /dev/null
+redis-cli -h redishost publish hashpipe://$catcherhost/0/set HDF5TPLT=/tmp/template.h5 > /dev/null
+redis-cli -h redishost publish hashpipe://$catcherhost/0/set MSPERFIL=60000 > /dev/null
+redis-cli -h redishost publish hashpipe://$catcherhost/0/set SYNCTIME=$SYNCTIME > /dev/null
 
 # Turn off HOLD flag on all instances
 echo Enabling catcher network threads
diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 017de305..49f1d2b3 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -158,14 +158,14 @@ static void make_extensible_headers_hdf5(hdf5_id_t *id)
 
     // Now we have the dataspace properties, create the datasets
     id->time_array_did = H5Dcreate(id->header_gid, "time_array", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
-    if (id->visdata_did < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to create visdata dataset");
+    if (id->time_array_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create time_array dataset");
         pthread_exit(NULL);
     }
 
     id->integration_time_did = H5Dcreate(id->header_gid, "integration_time", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
-    if (id->nsamples_did < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to create nsamples dataset");
+    if (id->integration_time_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create integration_time dataset");
         pthread_exit(NULL);
     }
 
@@ -186,8 +186,8 @@ static void make_extensible_headers_hdf5(hdf5_id_t *id)
 
     // Now we have the dataspace properties, create the datasets
     id->uvw_array_did = H5Dcreate(id->header_gid, "uvw_array", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
-    if (id->visdata_did < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to create visdata dataset");
+    if (id->uvw_array_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create uvw_array dataset");
         pthread_exit(NULL);
     }
 
@@ -296,6 +296,9 @@ static void close_filespaces(hdf5_id_t *id) {
     H5Sclose(id->visdata_fs);
     H5Sclose(id->flags_fs);
     H5Sclose(id->nsamples_fs);
+    H5Sclose(id->time_array_fs);
+    H5Sclose(id->integration_time_fs);
+    H5Sclose(id->uvw_array_fs);
 }
 
 
@@ -472,26 +475,11 @@ static void *run(hashpipe_thread_args_t * args)
     // This is read from shared memory
     uint32_t ms_per_file;
 
-    // Get template filename from redis
-    hashpipe_status_lock_safe(&st);
-    hgets(st.buf, "HDF5TPLT", 128, template_fname);
-    
-    // Get time that F-engines were last sync'd
-    hgetu4(st.buf, "SYNCTIME", &sync_time);
-
-    hgetu4(st.buf, "MSPERFIL", &ms_per_file);
-
-    // Get the integration time reported by the correlator
-    hgetr8(st.buf, "INTSECS", &integration_time);
-
     // Init status variables
+    hashpipe_status_lock_safe(&st);
     hputi8(st.buf, "DISKMCNT", 0);
     hashpipe_status_unlock_safe(&st);
     
-    fprintf(stdout, "Catcher using header template %s\n", template_fname);
-    fprintf(stdout, "Catcher using sync time %u\n", sync_time);
-    fprintf(stdout, "Catcher recording %ums per file\n", ms_per_file);
-
     /* Loop */
     int32_t *db_in32;
     int rv;
@@ -534,7 +522,8 @@ static void *run(hashpipe_thread_args_t * args)
         hashpipe_status_unlock_safe(&st);
 
         // Wait for new input block to be filled
-        while ((rv=hera_catcher_input_databuf_wait_filled(db_in, curblock_in)) != HASHPIPE_OK) {
+        fprintf(stdout, "disk thread waiting for block %d to be filled\n", curblock_in);
+        while ((rv=hera_catcher_input_databuf_busywait_filled(db_in, curblock_in)) != HASHPIPE_OK) {
             if (rv==HASHPIPE_TIMEOUT) {
                 hashpipe_status_lock_safe(&st);
                 hputs(st.buf, status_key, "blocked_in");
@@ -546,9 +535,21 @@ static void *run(hashpipe_thread_args_t * args)
                 break;
             }
         }
+        fprintf(stdout, "disk thread acquired block %d\n", curblock_in);
 
-        // Got a new data block, update status
+        // Get template filename from redis
         hashpipe_status_lock_safe(&st);
+        hgets(st.buf, "HDF5TPLT", 128, template_fname);
+        
+        // Get time that F-engines were last sync'd
+        hgetu4(st.buf, "SYNCTIME", &sync_time);
+
+        hgetu4(st.buf, "MSPERFIL", &ms_per_file);
+
+        // Get the integration time reported by the correlator
+        hgetr8(st.buf, "INTSECS", &integration_time);
+
+        // Got a new data block, update status
         hputs(st.buf, status_key, "writing");
         hputi4(st.buf, "DISKBKIN", curblock_in);
         hputu8(st.buf, "DISKMCNT", db_in->block[curblock_in].header.mcnt);
@@ -558,7 +559,7 @@ static void *run(hashpipe_thread_args_t * args)
 
         clock_gettime(CLOCK_MONOTONIC, &start);
         gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt, sync_time);
-        fprintf(stdout, "Processing new block with: mcnt: %lu (gps time: %lf\n", db_in->block[curblock_in].header.mcnt, gps_time);
+        //fprintf(stdout, "Processing new block with: mcnt: %lu (gps time: %lf)\n", db_in->block[curblock_in].header.mcnt, gps_time);
         julian_time = 2440587.5 + (gps_time / (double)(86400.0));
 
         if ((curr_file_time < 0) || (1000*(gps_time - curr_file_time) > ms_per_file)) {
@@ -625,6 +626,7 @@ static void *run(hashpipe_thread_args_t * args)
             max_w_ns = MAX(w_ns, min_w_ns);
         }
 
+
         // Close the filespaces - leave the datasets open. We'll close those when the file is done
         close_filespaces(&sum_file);
         close_filespaces(&diff_file);
@@ -652,9 +654,14 @@ static void *run(hashpipe_thread_args_t * args)
         }
         hashpipe_status_unlock_safe(&st);
 
+        fprintf(stdout, "disk thread freeing buf %d \n", curblock_in);
         // Mark input block as free and advance
-        hera_catcher_input_databuf_set_free(db_in, curblock_in);
-        curblock_in = (curblock_in + 1) % db_in->header.n_block;
+        if (hashpipe_databuf_wait_free((hashpipe_databuf_t *)db_in, curblock_in) != HASHPIPE_OK) {
+        //if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+            hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+            pthread_exit(NULL);
+        }
+        curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
 
         /* Check for cancel */
         pthread_testcancel();
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 4073c9cb..8e154231 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -91,6 +91,7 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
     }
 
     // Set the block as filled
+    fprintf(stdout, "Catcher netthread marking block %d full\n", block_i);
     if(hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_p, block_i) != HASHPIPE_OK) {
 	hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
 	pthread_exit(NULL);
@@ -184,6 +185,11 @@ static inline uint64_t process_packet(
     time_demux_block = (mcnt / Nt) % TIME_DEMUX;
     pkt_mcnt = mcnt - (Nt*time_demux_block);
 
+    // Holdoff until the start of an integration
+    if(!binfo.initialized && (offset!=0)) {
+        return -1;
+    }
+
     // Lazy init binfo
     if(!binfo.initialized) {
 	initialize_block_info(&binfo);
@@ -211,6 +217,7 @@ static inline uint64_t process_packet(
         hashpipe_status_lock_safe(st_p);
         hputs(st_p->buf, status_key, "waiting for outbuf");
         hashpipe_status_unlock_safe(st_p);
+        fprintf(stdout, "Catcher netthread waiting for lock onto block %d\n", binfo.block_i);
         if(hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_p, binfo.block_i) != HASHPIPE_OK) {
     	    if (errno == EINTR) {
     	        // Interrupted by signal, return -1
@@ -223,6 +230,7 @@ static inline uint64_t process_packet(
     	        return -1; // We're exiting so return value is kind of moot
     	    }
         }
+        fprintf(stdout, "Catcher netthread got lock onto block %d\n", binfo.block_i);
         hashpipe_status_lock_safe(st_p);
         hputs(st_p->buf, status_key, "running");
         hashpipe_status_unlock_safe(st_p);
diff --git a/src/hera_make_hdf5_template.py b/src/hera_make_hdf5_template.py
index 7d960bc4..aba86067 100644
--- a/src/hera_make_hdf5_template.py
+++ b/src/hera_make_hdf5_template.py
@@ -81,7 +81,7 @@ def create_header(h5, use_cm=False):
     header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=np.linspace(0, 250e6, NCHANS))
     header.create_dataset("history",   data="%s: Template file created\n" % time.ctime())
     header.create_dataset("instrument", data=INSTRUMENT)
-    header.create_dataset("integration_time", dtype="<f8", data=INT_TIME)
+    #header.create_dataset("integration_time", dtype="<f8", data=INT_TIME)
     header.create_dataset("object_name", data="zenith")
     header.create_dataset("phase_type",  data="drift")
     header.create_dataset("polarization_array", dtype="<i8", data=[-5, -6, -7, -8])
diff --git a/src/paper_databuf.c b/src/paper_databuf.c
index f99a2d4f..c49029c2 100644
--- a/src/paper_databuf.c
+++ b/src/paper_databuf.c
@@ -133,6 +133,54 @@ int paper_input_databuf_set_filled(paper_input_databuf_t *d, int block_id)
     return hashpipe_databuf_set_filled((hashpipe_databuf_t *)d, block_id);
 }
 
+int hera_catcher_input_databuf_wait_free(hera_catcher_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "wait free");
+    rv = hashpipe_databuf_wait_free((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "got  free");
+    return rv;
+}
+
+int hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "busy-wait free");
+    rv = hashpipe_databuf_busywait_free((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "busy-got  free");
+    return rv;
+}
+
+int hera_catcher_input_databuf_wait_filled(hera_catcher_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "wait fill");
+    rv = hashpipe_databuf_wait_filled((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "got  fill");
+    return rv;
+}
+
+int hera_catcher_input_databuf_busywait_filled(hera_catcher_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "busy-wait fill");
+    rv = hashpipe_databuf_busywait_filled((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "busy-got  fill");
+    return rv;
+}
+
+int hera_catcher_input_databuf_set_free(hera_catcher_input_databuf_t *d, int block_id)
+{
+    SEMLOG(d, "set  free");
+    return hashpipe_databuf_set_free((hashpipe_databuf_t *)d, block_id);
+}
+
+int hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_t *d, int block_id)
+{
+    SEMLOG(d, "set  fill");
+    return hashpipe_databuf_set_filled((hashpipe_databuf_t *)d, block_id);
+}
+
 hashpipe_databuf_t *hera_catcher_input_databuf_create(int instance_id, int databuf_id)
 {
 #ifdef DEBUG_SEMS
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 5b8c19a5..d7fc9a16 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -287,7 +287,7 @@ typedef struct hera_catcher_input_block {
 typedef struct hera_catcher_input_databuf {
   hashpipe_databuf_t header;
   hashpipe_databuf_cache_alignment padding; // Maintain cache alignment
-  hera_catcher_input_block_t block[N_INPUT_BLOCKS];
+  hera_catcher_input_block_t block[CATCHER_N_BLOCKS];
 } hera_catcher_input_databuf_t;
 
 #define hera_catcher_input_databuf_idx32(t, x, o) \
@@ -368,35 +368,17 @@ static inline int hera_catcher_input_databuf_total_status(hera_catcher_input_dat
     return hashpipe_databuf_total_status((hashpipe_databuf_t *)d);
 }
 
-static inline int hera_catcher_input_databuf_wait_free(hera_catcher_input_databuf_t *d, int block_id)
-{
-    return hashpipe_databuf_wait_free((hashpipe_databuf_t *)d, block_id);
-}
+int hera_catcher_input_databuf_wait_free(hera_catcher_input_databuf_t *d, int block_id);
 
-static inline int hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_t *d, int block_id)
-{
-    return hashpipe_databuf_busywait_free((hashpipe_databuf_t *)d, block_id);
-}
+int hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_t *d, int block_id);
 
-static inline int hera_catcher_input_databuf_wait_filled(hera_catcher_input_databuf_t *d, int block_id)
-{
-    return hashpipe_databuf_wait_filled((hashpipe_databuf_t *)d, block_id);
-}
+int hera_catcher_input_databuf_wait_filled(hera_catcher_input_databuf_t *d, int block_id);
 
-static inline int hera_catcher_input_databuf_busywait_filled(hera_catcher_input_databuf_t *d, int block_id)
-{
-    return hashpipe_databuf_busywait_filled((hashpipe_databuf_t *)d, block_id);
-}
+int hera_catcher_input_databuf_busywait_filled(hera_catcher_input_databuf_t *d, int block_id);
 
-static inline int hera_catcher_input_databuf_set_free(hera_catcher_input_databuf_t *d, int block_id)
-{
-    return hashpipe_databuf_set_free((hashpipe_databuf_t *)d, block_id);
-}
+int hera_catcher_input_databuf_set_free(hera_catcher_input_databuf_t *d, int block_id);
 
-static inline int hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_t *d, int block_id)
-{
-    return hashpipe_databuf_set_filled((hashpipe_databuf_t *)d, block_id);
-}
+int hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_t *d, int block_id);
 
 
 /*

From b060004b9107d2e8cec28166786a2e8948d5471e Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 13 Oct 2018 05:13:19 +0000
Subject: [PATCH 091/420] Slow down packets

---
 src/paper_gpu_output_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/paper_gpu_output_thread.c b/src/paper_gpu_output_thread.c
index 37c7b447..7397df20 100644
--- a/src/paper_gpu_output_thread.c
+++ b/src/paper_gpu_output_thread.c
@@ -68,7 +68,7 @@ static XGPUInfo xgpu_info;
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (2 * 8*OUTPUT_BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (4 * 8*OUTPUT_BYTES_PER_PACKET)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;

From bbedd882c5089db7170c9876096717c25e1b271c Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 13 Oct 2018 21:08:20 +0000
Subject: [PATCH 092/420] Fix buffer indexing issue in catcher netthread

X-engines count to 31, but only 16 engines are required to give
one correlation time slice. Thus, using the time slice index *and*
the X-engine numbers up to 31 is incorrect, and leads to buffer overflows
---
 src/catcher_down.sh            | 35 ++++++++++++++++++++++++++++++++++
 src/hera_catcher_disk_thread.c |  3 +--
 src/hera_catcher_net_thread.c  | 32 +++++++++++++++----------------
 src/paper_databuf.h            |  4 ++--
 4 files changed, 54 insertions(+), 20 deletions(-)
 create mode 100755 src/catcher_down.sh

diff --git a/src/catcher_down.sh b/src/catcher_down.sh
new file mode 100755
index 00000000..bf1a9209
--- /dev/null
+++ b/src/catcher_down.sh
@@ -0,0 +1,35 @@
+#!/bin/bash
+
+show_help_and_exit() {
+cat <<.
+Script to totally take down the HERA data catcher.
+.
+exit $1
+}
+
+# Name of PAPER server
+catcherhost=hera-sn1
+
+# Stop hashpipe-redis gateways
+echo "stopping hashpipe-redis gateways"
+redis-cli -h redishost publish hashpipe://$catcherhost/gateway quit
+
+# Just to be sure
+echo "killing any remaining hashpipe-redis gateways"
+ssh root@$catcherhost pkill -f hashpipe_redis_gateway.rb
+ssh root@$catcherhost pkill -f -9 hashpipe_redis_gateway.rb
+
+# Stop hashpipe instances
+echo "killing hashpipe instances"
+ssh root@$catcherhost pkill -f hashpipe
+ssh root@$catcherhost pkill -f -9 hashpipe
+
+# Delete shared memory and semaphores
+echo "deleting shared memory and semaphores"
+ssh root@$catcherhost hashpipe_clean_shmem -d -I 0 > /dev/null
+
+# Just to be sure
+echo "nuking any remaining shared memory and semaphores"
+ssh root@$catcherhost 'ipcs -m | awk "/0x/{print \"ipcrm -m\", \$2}" | sh'
+ssh root@$catcherhost 'ipcs -s | awk "/0x/{print \"ipcrm -s\", \$2}" | sh'
+ssh root@$catcherhost 'rm /dev/shm/*hashpipe*'
diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 49f1d2b3..f7dd6318 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -656,8 +656,7 @@ static void *run(hashpipe_thread_args_t * args)
 
         fprintf(stdout, "disk thread freeing buf %d \n", curblock_in);
         // Mark input block as free and advance
-        if (hashpipe_databuf_wait_free((hashpipe_databuf_t *)db_in, curblock_in) != HASHPIPE_OK) {
-        //if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+        if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
             hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
             pthread_exit(NULL);
         }
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 8e154231..43f0e828 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -157,6 +157,7 @@ static inline uint64_t process_packet(
 {
 
     int i;
+    int rv;
     static block_info_t binfo;
     packet_header_t *packet_header_p;
     const uint32_t *payload_p;
@@ -218,18 +219,19 @@ static inline uint64_t process_packet(
         hputs(st_p->buf, status_key, "waiting for outbuf");
         hashpipe_status_unlock_safe(st_p);
         fprintf(stdout, "Catcher netthread waiting for lock onto block %d\n", binfo.block_i);
-        if(hera_catcher_input_databuf_busywait_free(hera_catcher_input_databuf_p, binfo.block_i) != HASHPIPE_OK) {
-    	    if (errno == EINTR) {
-    	        // Interrupted by signal, return -1
-    	        hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
-    	        pthread_exit(NULL);
-    	        return -1; // We're exiting so return value is kind of moot
-    	    } else {
-    	        hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-    	        pthread_exit(NULL);
-    	        return -1; // We're exiting so return value is kind of moot
-    	    }
+        while ((rv=hera_catcher_input_databuf_wait_free(hera_catcher_input_databuf_p, binfo.block_i)) != HASHPIPE_OK) {
+            if (rv==HASHPIPE_TIMEOUT) {
+                hashpipe_status_lock_safe(st_p);
+                hputs(st_p->buf, status_key, "blocked output");
+                hashpipe_status_unlock_safe(st_p);
+                continue;
+            } else {
+                hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+                pthread_exit(NULL);
+                break;
+            }
         }
+
         fprintf(stdout, "Catcher netthread got lock onto block %d\n", binfo.block_i);
         hashpipe_status_lock_safe(st_p);
         hputs(st_p->buf, status_key, "running");
@@ -247,9 +249,10 @@ static inline uint64_t process_packet(
     binfo.block_packet_counter[binfo.block_i]++;
 
     // Copy data into buffer
-    dest_p = (uint32_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id, offset));
+    dest_p = (uint32_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx32(xeng_id, offset));
     payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t));
-    //fprintf(stdout, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d (%d,%d), payload:%d\n", packet_header_p->mcnt, time_demux_block, packet_header_p->offset, packet_header_p->xeng_id, ((int32_t *)payload_p)[0], ((int32_t*)payload_p)[1], packet_header_p->payload_len);
+    //fprintf(stdout, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d (%d,%d), payload:%d, block:%d\n", mcnt, time_demux_block, offset, xeng_id, ((int32_t *)payload_p)[0], ((int32_t*)payload_p)[1], payload_len, binfo.block_i);
+    //fprintf(stdout, "offset is %u\n", (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id, offset)));
     //fprintf(stdout, "offset: %d\n", hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset));
     
     //memcpy(dest_p, payload_p, payload_len);
@@ -258,9 +261,6 @@ static inline uint64_t process_packet(
         dest_p[i] = be32toh(payload_p[i]);
     }
     
-    //dest_p = dest_p;
-    //payload_p = payload_p;
-    
     return netmcnt;
 }
 
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index d7fc9a16..8a7ad00d 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -290,8 +290,8 @@ typedef struct hera_catcher_input_databuf {
   hera_catcher_input_block_t block[CATCHER_N_BLOCKS];
 } hera_catcher_input_databuf_t;
 
-#define hera_catcher_input_databuf_idx32(t, x, o) \
-  (2*((VIS_MATRIX_ENTRIES*t) + (VIS_MATRIX_ENTRIES_PER_CHAN * N_CHAN_PER_X*x)) + (o>>2))
+#define hera_catcher_input_databuf_idx32(x, o) \
+  (2L*(VIS_MATRIX_ENTRIES_PER_CHAN * N_CHAN_PER_X*x) + (o>>2))
 
 /*
  * INPUT BUFFER FUNCTIONS

From f11823238423e8874b43011d330cc528a2e4e9d9 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 13 Oct 2018 21:50:31 +0000
Subject: [PATCH 093/420] Slow down output packets more.

Now getting zero-loss on the catcher
---
 src/paper_gpu_output_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/paper_gpu_output_thread.c b/src/paper_gpu_output_thread.c
index 7397df20..6e03a13a 100644
--- a/src/paper_gpu_output_thread.c
+++ b/src/paper_gpu_output_thread.c
@@ -68,7 +68,7 @@ static XGPUInfo xgpu_info;
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (4 * 8*OUTPUT_BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (5 * 8*OUTPUT_BYTES_PER_PACKET)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;

From 15bb1a7dd07ab51b0f794f5b4c55b0a3afd0d0c1 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 13 Oct 2018 21:51:37 +0000
Subject: [PATCH 094/420] Tweak core affinities for performance

---
 src/catcher_init.sh | 4 ++--
 src/catcher_up.sh   | 4 ++--
 tweak-perf-sn.sh    | 2 +-
 3 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/catcher_init.sh b/src/catcher_init.sh
index 53986827..0cee02ef 100755
--- a/src/catcher_init.sh
+++ b/src/catcher_init.sh
@@ -13,10 +13,10 @@ myip=$(getip $(hostname))
 
 function init() {
   instance=0
-  mask=0x00ff
+  mask=0x003f
   bindhost=eth3
   netcpu=0
-  outcpu=1
+  outcpu=3
 
   echo taskset $mask \
   hashpipe -p paper_gpu -I $instance \
diff --git a/src/catcher_up.sh b/src/catcher_up.sh
index 564dfdcd..e086d7aa 100755
--- a/src/catcher_up.sh
+++ b/src/catcher_up.sh
@@ -18,8 +18,8 @@ wait
 
 # Start hashpipe-redis gateways
 echo Starting hashpipe-redis gateways on $catcherhost
-echo "ssh $catcherhost \"taskset 0x0001 hashpipe_redis_gateway.rb -g $catcherhost -i 0\""
-ssh $catcherhost "taskset 0x0001 hashpipe_redis_gateway.rb -g $catcherhost -i 0"
+echo "ssh $catcherhost \"taskset 0x0004 hashpipe_redis_gateway.rb -g $catcherhost -i 0\""
+ssh $catcherhost "taskset 0x0004 hashpipe_redis_gateway.rb -g $catcherhost -i 0"
 
 # Let the gateways come up and the pipelines start
 sleep 10
diff --git a/tweak-perf-sn.sh b/tweak-perf-sn.sh
index ffe3b345..bfb32a83 100755
--- a/tweak-perf-sn.sh
+++ b/tweak-perf-sn.sh
@@ -29,6 +29,6 @@ ethtool -G eth3 rx 8192
 #ethtool -U eth3 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 5 loc 2
 #ethtool -U eth3 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 6 loc 3
 #ethtool -U eth3 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 7 loc 4
-ethtool -U eth3 flow-type udp4 src-ip 10.80.40.1 m 255.255.255.255 action 4 loc 2
+ethtool -U eth3 flow-type udp4 src-ip 10.80.40.1 m 255.255.255.255 action 1 loc 1
 
 

From 621ace78b4642ea04d7623f05ee481ee842470f8 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 13 Oct 2018 23:19:40 +0000
Subject: [PATCH 095/420] Replaced vectorized transpose / sum with dumb one

Seems more consistent, and roughly the same speed -- 2.1 Gb/s
quoted disk thread throughput
---
 src/hera_catcher_disk_thread.c | 103 +++++++++++++++++++++++----------
 1 file changed, 71 insertions(+), 32 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index f7dd6318..d04741ef 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -356,7 +356,7 @@ static void compute_integration_time_array(double integration_time, double *inte
 }
 
 /*
-Given an intire input buffer --
+Given an entire input buffer --
 even/odd x 1 time x N_chans x N_bls x  N_stokes x 2 (real/imag)
 Write --
 even/odd-sum x 1 bl x N_chans x N_stokes x 2 (real/imag) into `out_sum`.
@@ -366,58 +366,96 @@ This function sums over CATCHER_SUM_CHANS as it transposes, and computes even/od
 
 */
 #define corr_databuf_data_idx(c, b) (2*((c*VIS_MATRIX_ENTRIES_PER_CHAN) + (N_STOKES*b)))
-static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int b) {
+static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int bl) {
     
-    int i, chan, output_chan;
-    __m256i sum_even[N_BL_PER_WRITE], sum_odd[N_BL_PER_WRITE];
-    __m256i val_even[N_BL_PER_WRITE], val_odd[N_BL_PER_WRITE];
-    // Wasteful, but initialize so that the compiler is happy...
-    for(i=0; i<N_BL_PER_WRITE; i++) {
-        sum_even[i] = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
-        sum_odd[i]  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
-    }
+    int c, b, s, i, chan;
+    int sum_even[N_BL_PER_WRITE][4][2], sum_odd[N_BL_PER_WRITE][4][2];
+    int val_even[CATCHER_CHAN_SUM][N_BL_PER_WRITE][4][2], val_odd[CATCHER_CHAN_SUM][N_BL_PER_WRITE][4][2];
 
-    int32_t *in_even = in + corr_databuf_data_idx(0,b);
+    int32_t *in_even = in + corr_databuf_data_idx(0,bl);
     int32_t *in_odd = in_even + 2*VIS_MATRIX_ENTRIES;
-    __m256i *in_even256 = (__m256i *)in_even;
-    __m256i *in_odd256  = (__m256i *)in_odd;
-    __m256i *out_sum256 = (__m256i *)out_sum;
-    __m256i *out_diff256 = (__m256i *)out_diff;
 
-    for (chan=0; chan<N_CHAN_TOTAL; chan++) {
-        //val_odd  = _mm256_load_si256(in_odd256 + 1);
-        for(i=0; i<N_BL_PER_WRITE; i++) {
-            val_even[i] = _mm256_load_si256(in_even256 + i);
-            val_odd[i] = _mm256_load_si256(in_odd256 + i);
+    for (chan=0; chan<N_CHAN_TOTAL/CATCHER_CHAN_SUM; chan++) {
+        // Load all the values for an accumulation
+        for(c=0; c<CATCHER_CHAN_SUM; c++) {
+            for(b=0; b<N_BL_PER_WRITE; b++) {
+                for (s=0; s<4; s++) {
+                    for (i=0; i<2; i++) {
+                        val_even[c][b][s][i] = in_even[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
+                        val_odd[c][b][s][i]  =  in_odd[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
+                    }
+                }
+            }
+        }
+        // Accumulate
+        for(c=0; c<CATCHER_CHAN_SUM; c++) {
+            for(b=0; b<N_BL_PER_WRITE; b++) {
+                for (s=0; s<4; s++) {
+                    for (i=0; i<2; i++) {
+                        sum_even[b][s][i] += val_even[c][b][s][i];
+                        sum_odd[b][s][i]  += val_odd[c][b][s][i];
+                    }
+                }
+            }
+        }
+
+        // Write to output and clear accumulators
+        for(b=0; b<N_BL_PER_WRITE; b++) {
+            for (s=0; s<4; s++) {
+                for (i=0; i<2; i++) {
+                    out_sum[(b*N_CHAN_PROCESSED + chan)*8 + 2*s + i] = sum_even[b][s][i] + sum_odd[b][s][i];
+                    out_diff[(b*N_CHAN_PROCESSED + chan)*8 + 2*s + i] = sum_even[b][s][i] - sum_odd[b][s][i];
+                    sum_even[b][s][i] = 0;
+                    sum_odd[b][s][i] = 0;
+                }
+            }
         }
+    }
+}
+
+/*
+    for (chan=0; chan<N_CHAN_TOTAL; chan++) {
         if ((chan % CATCHER_CHAN_SUM) == 0) {
             // Start new accumulation (count to VIS_MATRIX_ENTRIES_PER_CHAN*2 for real/imag)
-            for(i=0; i<N_BL_PER_WRITE; i++) {
-                sum_even[i] = val_even[i];
-                sum_odd[i] = val_odd[i];
+            for(b=0; b<N_BL_PER_WRITE; b++) {
+                for (s=0; s<4; s++) {
+                    for (i=0; i<2; i++) {
+                        sum_even[b][s][i] = in_even[8*b + 2*s + i];
+                        sum_odd[b][s][i] = in_odd[8*b + 2*s + i];
+                    }
+                }
             }
         } else {
             // Add to existing accumulation
-            for(i=0; i<N_BL_PER_WRITE; i++) {
-                sum_even[i] = _mm256_add_epi32(sum_even[i], val_even[i]);
-                sum_odd[i] = _mm256_add_epi32(sum_odd[i], val_odd[i]);
+            for(b=0; b<N_BL_PER_WRITE; b++) {
+                for (s=0; s<4; s++) {
+                    for (i=0; i<2; i++) {
+                        sum_even[b][s][i] += in_even[8*b + 2*s + i];
+                        sum_odd[b][s][i] += in_odd[8*b + 2*s + i];
+                    }
+                }
             }
         }
 
-        in_even256 += (VIS_MATRIX_ENTRIES_PER_CHAN >> 2);
-        in_odd256  += (VIS_MATRIX_ENTRIES_PER_CHAN >> 2);
         // If this is the last channel in the sum, take the even/odd sum/diff, and write to the
         // output buffer
         if ((chan % CATCHER_CHAN_SUM) == (CATCHER_CHAN_SUM-1)) {
             output_chan = chan / CATCHER_CHAN_SUM;
-            // Compute sums/diffs
-            for(i=0; i<N_BL_PER_WRITE; i++) {
-                _mm256_stream_si256(out_sum256  + i*N_CHAN_PROCESSED + output_chan, _mm256_add_epi32(sum_even[i], sum_odd[i]));
-                _mm256_stream_si256(out_diff256 + i*N_CHAN_PROCESSED + output_chan, _mm256_sub_epi32(sum_even[i], sum_odd[i]));
+            for(b=0; b<N_BL_PER_WRITE; b++) {
+                for (s=0; s<4; s++) {
+                    for (i=0; i<2; i++) {
+                        out_sum[(b*N_CHAN_PROCESSED + output_chan)*8 + 2*s + i] = sum_even[b][s][i] + sum_odd[b][s][i];
+                        out_diff[(b*N_CHAN_PROCESSED + output_chan)*8 + 2*s + i] = sum_even[b][s][i] - sum_odd[b][s][i];
+                    }
+                }
             }
         }
+        in_even += (VIS_MATRIX_ENTRIES_PER_CHAN << 1);
+        in_odd  += (VIS_MATRIX_ENTRIES_PER_CHAN << 1);
+
     }
 }
+*/
 
 
 static int init(hashpipe_thread_args_t *args)
@@ -450,6 +488,7 @@ static void *run(hashpipe_thread_args_t * args)
     float gbps, min_gbps;
 
     struct timespec start, finish;
+    clock_gettime(CLOCK_MONOTONIC, &finish);
     uint64_t t_ns;
     uint64_t w_ns;
     uint64_t min_t_ns = 999999999;

From 59c563c0f4034519cd7b1738852626ca5a338bea Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 14 Oct 2018 01:14:36 +0000
Subject: [PATCH 096/420] Move channel averaging into the X-boxes

Previously, the catcher received all 8k channels
(at ~5Gb/s) and was required to average them down by a factor
of 4, transpose the channel and baseline axes, and write to disk.

The transpose is very slow, and would sometimes slow to the point it
would cause the netthread to lock waiting for a buffer.

This commit moves averaging into the X-engine, prior to data transmission,
meaning the catcher has to do much less work. This change has been put
in a new `hera_gpu_output_thread` with the hope that ultimately
the data transpose will be moved upstream as well.

Various tweaks to parameters have been made to make everything play nicely,
and correctly calculate buffer sizes / offsets / etc.
---
 src/Makefile.am                |   4 +-
 src/hera_catcher_disk_thread.c |  32 +--
 src/hera_gpu_output_thread.c   | 486 +++++++++++++++++++++++++++++++++
 src/paper_databuf.h            |   7 +-
 src/paper_init.sh              |   4 +-
 5 files changed, 508 insertions(+), 25 deletions(-)
 create mode 100644 src/hera_gpu_output_thread.c

diff --git a/src/Makefile.am b/src/Makefile.am
index 22663d2e..a7879877 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -22,6 +22,7 @@ paper_threads = paper_fake_net_thread.c       \
 		paper_crc_thread.c            \
                 hera_catcher_net_thread.c     \
                 hera_catcher_disk_thread.c    \
+                hera_gpu_output_thread.c      \
                 #lzf/lzf/lzf_c.c \
                 #lzf/lzf/lzf_d.c \
                 #lzf/lzf_filter.c \
@@ -52,9 +53,10 @@ paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5
 dist_bin_SCRIPTS = paper_init.sh \
 		   paper_crc_init.sh \
 		   xtor_down.sh \
-		   xtor_up.sh \
+		   xtor_up.py \
                    catcher_init.sh \
                    catcher_up.sh \
+                   catcher_down.sh \
                    tweak-perf.sh \
                    hera_ctl.py \
                    hera_make_hdf5_template.py
diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index d04741ef..ec28b652 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -36,8 +36,8 @@
 #endif
 
 #define N_DATA_DIMS (4)
-#define N_CHAN_PROCESSED (N_CHAN_TOTAL / CATCHER_CHAN_SUM)
-#define N_BL_PER_WRITE (32)
+#define N_CHAN_PROCESSED (N_CHAN_TOTAL / (CATCHER_CHAN_SUM * XENG_CHAN_SUM))
+#define N_BL_PER_WRITE (193)
 
 static hid_t complex_id;
 
@@ -370,30 +370,23 @@ static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff,
     
     int c, b, s, i, chan;
     int sum_even[N_BL_PER_WRITE][4][2], sum_odd[N_BL_PER_WRITE][4][2];
-    int val_even[CATCHER_CHAN_SUM][N_BL_PER_WRITE][4][2], val_odd[CATCHER_CHAN_SUM][N_BL_PER_WRITE][4][2];
 
     int32_t *in_even = in + corr_databuf_data_idx(0,bl);
     int32_t *in_odd = in_even + 2*VIS_MATRIX_ENTRIES;
 
-    for (chan=0; chan<N_CHAN_TOTAL/CATCHER_CHAN_SUM; chan++) {
+    for (chan=0; chan<N_CHAN_PROCESSED; chan++) {
         // Load all the values for an accumulation
         for(c=0; c<CATCHER_CHAN_SUM; c++) {
             for(b=0; b<N_BL_PER_WRITE; b++) {
                 for (s=0; s<4; s++) {
                     for (i=0; i<2; i++) {
-                        val_even[c][b][s][i] = in_even[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
-                        val_odd[c][b][s][i]  =  in_odd[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
-                    }
-                }
-            }
-        }
-        // Accumulate
-        for(c=0; c<CATCHER_CHAN_SUM; c++) {
-            for(b=0; b<N_BL_PER_WRITE; b++) {
-                for (s=0; s<4; s++) {
-                    for (i=0; i<2; i++) {
-                        sum_even[b][s][i] += val_even[c][b][s][i];
-                        sum_odd[b][s][i]  += val_odd[c][b][s][i];
+                        if(c==0) {
+                            sum_even[b][s][i] = in_even[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
+                            sum_odd[b][s][i]  =  in_odd[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
+                        } else {
+                            sum_even[b][s][i] += in_even[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
+                            sum_odd[b][s][i]  +=  in_odd[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
+                        }
                     }
                 }
             }
@@ -405,11 +398,12 @@ static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff,
                 for (i=0; i<2; i++) {
                     out_sum[(b*N_CHAN_PROCESSED + chan)*8 + 2*s + i] = sum_even[b][s][i] + sum_odd[b][s][i];
                     out_diff[(b*N_CHAN_PROCESSED + chan)*8 + 2*s + i] = sum_even[b][s][i] - sum_odd[b][s][i];
-                    sum_even[b][s][i] = 0;
-                    sum_odd[b][s][i] = 0;
                 }
             }
         }
+
+        in_even += (VIS_MATRIX_ENTRIES_PER_CHAN*2*CATCHER_CHAN_SUM);
+        in_odd  += (VIS_MATRIX_ENTRIES_PER_CHAN*2*CATCHER_CHAN_SUM);
     }
 }
 
diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
new file mode 100644
index 00000000..7b8ee887
--- /dev/null
+++ b/src/hera_gpu_output_thread.c
@@ -0,0 +1,486 @@
+// hera_gpu_output_thread.c
+//
+// Sends integrated GPU output to "catcher" machine for assimilation into a
+// dataset. Unlike the original PAPER output thread, this code integrates
+// over XENG_CHAN_SUM channels, TODO: and performs a channel x baseline transpose
+
+#include <stdio.h>
+#include <string.h>
+#include <time.h>
+#include <errno.h>
+#include <unistd.h>
+#include <endian.h>
+#include <pthread.h>
+#include <sys/types.h>
+#include <sys/socket.h>
+#include <netdb.h>
+
+#include <xgpu.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+
+//   Correlator data are sent to a data catcher using a simple UDP packetization
+//   format:
+
+//   uint64_t TIMESTAMP (set to be the MCNT provided by the databuf delivered by the upstream processor)
+//   uint32_t OFFSET (offset in bytes where this packet should be placed in memory to build the complete output)
+//   uint16_t X-ENGINE ID
+//   uint16_t PAYLOAD LENGTH (length of data payload in this packet in bytes)
+
+// Structure for packet header
+
+typedef struct pkthdr {
+  uint64_t timestamp;
+  uint32_t offset;
+  uint16_t xeng_id;
+  uint16_t payload_len;
+} pkthdr_t;
+
+// Macros for generating values for the pkthdr_t fields
+#define TIMESTAMP(x) (htobe64((uint64_t)x))
+#define OFFSET(x)    (htobe32((uint32_t)x))
+#define XENG_ID(x)    (htobe16((uint16_t)x))
+#define PAYLOAD_LEN(x)    (htobe16((uint16_t)x))
+
+#define CONVERT(x) (htobe32(x))
+
+typedef int32_t pktdata_t;
+
+// Structure of a packet
+typedef struct pkt {
+  pkthdr_t hdr;
+  pktdata_t data[OUTPUT_BYTES_PER_PACKET/sizeof(pktdata_t)];
+} pkt_t;
+
+static XGPUInfo xgpu_info;
+
+// PACKET_DELAY_NS is number of nanoseconds to delay between packets.  This is
+// to prevent overflowing the network interface's TX queue.
+// Keep in mind the total throughput of the network, and also the number
+// of x-engine instances which will be running on each host.
+
+// Note that the below calculations account only for the packet's payload (i.e.
+// it considers the size of the packet header to be negligible).
+//
+// 1000 megabit per second =   1 nanosecond per bit
+//  100 megabit per second =  10 nanosecond per bit
+//   10 megabit per second = 100 nanosecond per bit
+
+// Set to 200 Mbps -- OK for two instances per node.
+// With 16 nodes, amounts to 6.4 Gbps of data
+#define PACKET_DELAY_NS (4 * XENG_CHAN_SUM * 8*OUTPUT_BYTES_PER_PACKET)
+
+// bytes_per_dump depends on xgpu_info.triLength
+static uint64_t bytes_per_dump = 0;
+// packets_per_dump is bytes_per_dump / OUTPUT_BYTES_PER_PACKET
+static unsigned int packets_per_dump = 0;
+
+// Open and connect a UDP socket to the given host and port.  Note that port is
+// a string and can be a stringified integer (e.g. "7148") or a service name
+// (e.g. "ntp").  Returns -1 on error, otherwise a valid descriptor for an open
+// and connected socket.
+static int
+open_udp_socket(const char *host, const char *port)
+{
+    struct addrinfo hints;
+    struct addrinfo *result, *rp;
+    int s, sfd=-1;
+
+    // Obtain address(es) matching host/port
+
+    memset(&hints, 0, sizeof(struct addrinfo));
+    hints.ai_family = AF_INET;
+    hints.ai_socktype = SOCK_DGRAM;
+    hints.ai_flags = 0;
+    hints.ai_protocol = 0;
+
+    s = getaddrinfo(host, port, &hints, &result);
+    if (s != 0) {
+        hashpipe_error("getaddrinfo", gai_strerror(s));
+        return -1;
+    }
+
+    // getaddrinfo() returns a list of address structures.
+    // Try each address until we successfully connect(2).
+    // If socket(2) (or connect(2)) fails, we (close the socket
+    // and) try the next address.
+
+    for (rp = result; rp != NULL; rp = rp->ai_next) {
+        sfd = socket(rp->ai_family, rp->ai_socktype, rp->ai_protocol);
+
+        if (sfd == -1) {
+            continue;
+        }
+
+        if (connect(sfd, rp->ai_addr, rp->ai_addrlen) != -1) {
+            break; // Success
+        }
+
+        close(sfd);
+        sfd = -1;
+    }
+
+    freeaddrinfo(result);
+
+#if 0
+    // Print send buffer size
+    int bufsize;
+    unsigned int bufsizesize = sizeof(bufsize);
+    getsockopt(sfd, SOL_SOCKET, SO_SNDBUF, &bufsize, &bufsizesize);
+    printf("send buffer size is %d\n", bufsize);
+#endif
+
+    return sfd;
+}
+
+
+// Computes the triangular index of an (i,j) pair as shown here...
+// NB: Output is valid only if i >= j.
+//
+//      i=0  1  2  3  4..
+//     +---------------
+// j=0 | 00 01 03 06 10
+//   1 |    02 04 07 11
+//   2 |       05 08 12
+//   3 |          09 13
+//   4 |             14
+//   :
+static inline off_t tri_index(const int i, const int j)
+{
+  return (i * (i+1))/2 + j;
+}
+
+// regtile_chan_length is the number of complex cross products per channel for
+// the xGPU register tile order correlator output format with N_INPUTS.
+// NB: N_INPUTS = N_STATION * N_POL
+#define REGTILE_CHAN_LENGTH (4 * 4 * N_INPUTS/4 * (N_INPUTS/4+1) / 2)
+static inline size_t regtile_chan_length()
+{
+  // Four cross products for each quadrant of 4 input x 4 input tile
+  return REGTILE_CHAN_LENGTH;
+}
+
+// Returns index into the GPU's register tile ordered output buffer for the
+// real component of the cross product of inputs in0 and in1.  Note that in0
+// and in1 are input indexes (i.e. 0 based) and often represent antenna and
+// polarization by passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx
+// and pol_idx are also 0 based).  Return value is valid if in1 >= in0.  The
+// corresponding imaginary component is located xgpu_info.matLength words after
+// the real component.
+static off_t regtile_index(const int in0, const int in1)
+{
+  const int a0 = in0 >> 1;
+  const int a1 = in1 >> 1;
+  const int p0 = in0 & 1;
+  const int p1 = in1 & 1;
+  const int num_words_per_cell = 4;
+
+  // Index within a quadrant
+  const int quadrant_index = tri_index(a1/2, a0/2);
+  // Quadrant for this input pair
+  const int quadrant = 2*(a0&1) + (a1&1);
+  // Size of quadrant
+  const int quadrant_size = (xgpu_info.nstation/2 + 1) * xgpu_info.nstation/4;
+  // Index of cell (in units of cells)
+  const int cell_index = quadrant*quadrant_size + quadrant_index;
+  //printf("%s: in0=%d, in1=%d, a0=%d, a1=%d, cell_index=%d\n", __FUNCTION__, in0, in1, a0, a1, cell_index);
+  // Pol offset
+  const int pol_offset = 2*p1 + p0;
+  // Word index (in units of words (i.e. floats) of real component
+  const int index = (cell_index * num_words_per_cell) + pol_offset;
+  return index;
+}
+
+// Returns index into a CASPER ordered buffer for the real component of the
+// cross product of inputs in0 and in1.  Note that in0 and in1 are input
+// indexes (i.e. 0 based) and often represent antenna and polarization by
+// passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx ad pol_idx are
+// also 0 based).  Return value is valid if in1 >= in0.  The corresponding
+// imaginary component is located in the word immediately following the real
+// component.  A casper ordered buffer consists of four complex values for each
+// pair of input pairs.  Thus, the number of complex values in a casper ordered
+// buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
+static off_t casper_index(const int in0, const int in1, const int n)
+{
+  const int a0 = in0 >> 1;
+  const int a1 = in1 >> 1;
+  const int p0 = in0 & 1;
+  const int p1 = in1 & 1;
+  const int delta = a1-a0;
+  const int num_words_per_cell = 8;
+  const int nant_2 = (n/2) / 2;
+
+  // Three cases: top triangle, middle rectangle, bottom triangle
+  const int triangle_size = ((nant_2 + 1) * nant_2)/2;
+  const int middle_rect_offset = triangle_size;
+  const int last_cell_offset = 4*middle_rect_offset - nant_2 - 1;
+  int cell_index;
+
+  if(delta > nant_2) {
+    // bottom triangle
+    cell_index = last_cell_offset - tri_index(nant_2-2-a0, (n/2)-1-a1);
+  } else if (a1 < (n/2)/2) {
+    // top triangle
+    cell_index = tri_index(a1, a0);
+  } else {
+    // middle rectangle
+    cell_index = middle_rect_offset + (a1-nant_2)*(nant_2+1) + (nant_2-delta);
+  }
+  //printf("%s: a0=%d, a1=%d, delta=%d, cell_index=%d\n", __FUNCTION__, a0, a1, delta, cell_index);
+  // Pol offset
+  const int pol_offset = 2*(2*(p0^p1) + p0);
+  // Word index (in units of words (i.e. floats) of real component
+  const int index = (cell_index * num_words_per_cell) + pol_offset;
+  return index;
+}
+
+// For each channel, a casper ordered buffer contains four complex values for
+// each pair of input pairs.  Thus, the number of complex values in a casper
+// ordered buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
+#define N_CASPER_COMPLEX_PER_CHAN (N_INPUTS * (N_INPUTS/2 + 1))
+
+// Lookup table mapping casper_idx to regtile_idx
+static off_t *idx_map;
+
+static int init_idx_map()
+{
+  int a0, a1, p0, p1, i, j;
+  idx_map = malloc(N_CASPER_COMPLEX_PER_CHAN * sizeof(off_t));
+  if(!idx_map) {
+    return -1;
+  }
+
+  for(a1=0; a1<N_INPUTS/2; a1++) {
+    for(a0=0; a0<=a1; a0++) {
+      for(p0=0; p0<2; p0++) {
+        for(p1=0; p1<2; p1++) {
+          i = 2*a0 + p0;
+          j = 2*a1 + p1;
+          idx_map[casper_index(i,j,N_INPUTS)/2] = regtile_index(i,j);
+        }
+      }
+    }
+  }
+  return 0;
+}
+
+static int init(struct hashpipe_thread_args *args)
+{
+    // Get sizing parameters
+    xgpuInfo(&xgpu_info);
+    bytes_per_dump = xgpu_info.triLength * sizeof(Complex);
+    packets_per_dump = bytes_per_dump / OUTPUT_BYTES_PER_PACKET;
+    printf("bytes_per_dump = %lu\n", bytes_per_dump);
+
+    if(init_idx_map()) {
+      return -1;
+    }
+
+    // Success!
+    return 0;
+}
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+static void *run(hashpipe_thread_args_t * args)
+{
+    // Local aliases to shorten access to args fields
+    // Our input buffer happens to be a paper_ouput_databuf
+    paper_output_databuf_t *db = (paper_output_databuf_t *)args->ibuf;
+    hashpipe_status_t st = args->st;
+    const char * status_key = args->thread_desc->skey;
+
+    // Setup socket and message structures
+    int sockfd;
+    unsigned int xengine_id = 0;
+    struct timespec packet_delay = {
+      .tv_sec = 0,
+      .tv_nsec = PACKET_DELAY_NS
+    };
+
+    hashpipe_status_lock_safe(&st);
+    hgetu4(st.buf, "XID", &xengine_id); // No change if not found
+    hputu4(st.buf, "XID", xengine_id);
+    hputu4(st.buf, "OUTDUMPS", 0);
+    hashpipe_status_unlock_safe(&st);
+
+    pkt_t pkt;
+    pkt.hdr.xeng_id = XENG_ID(xengine_id);
+    pkt.hdr.payload_len = PAYLOAD_LEN(OUTPUT_BYTES_PER_PACKET);
+
+    // TODO Get catcher hostname and port from somewhere
+
+#define stringify2(x) #x
+#define stringify(x) stringify2(x)
+
+    // Open socket
+    sockfd = open_udp_socket("catcher", stringify(CATCHER_PORT));
+    if(sockfd == -1) {
+        hashpipe_error(__FUNCTION__, "error opening socket");
+        pthread_exit(NULL);
+    }
+
+#ifdef TEST_INDEX_CALCS
+    int i, j;
+    off_t o;
+    for(i=0; i<32; i++) {
+      for(j=i; j<32; j++) {
+        regtile_index(2*i, 2*j);
+      }
+    }
+    for(i=0; i<32; i++) {
+      for(j=i; j<32; j++) {
+        o = casper_index(2*i, 2*j, N_INPUTS);
+        fprintf(stdout, "%d, %d, %d\n", i, j, (int) o);
+      }
+    }
+#endif
+
+    /* Main loop */
+    int rv;
+    int casper_chan, gpu_chan, sum_chan;
+    int baseline;
+    unsigned int dumps = 0;
+    int block_idx = 0;
+    struct timespec start, stop;
+    struct timespec pkt_start, pkt_stop;
+    pktdata_t re, im;
+    while (run_threads()) {
+
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "waiting");
+        hashpipe_status_unlock_safe(&st);
+
+        // Wait for new block to be filled
+        while ((rv=paper_output_databuf_wait_filled(db, block_idx))
+                != HASHPIPE_OK) {
+            if (rv==HASHPIPE_TIMEOUT) {
+                hashpipe_status_lock_safe(&st);
+                hputs(st.buf, status_key, "blocked");
+                hashpipe_status_unlock_safe(&st);
+                continue;
+            } else {
+                hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
+                pthread_exit(NULL);
+                break;
+            }
+        }
+
+        clock_gettime(CLOCK_MONOTONIC, &start);
+
+        // Note processing status, current input block
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "processing");
+        hputi4(st.buf, "OUTBLKIN", block_idx);
+        hashpipe_status_unlock_safe(&st);
+
+        // Update header's timestamp for this dump.
+        pkt.hdr.timestamp = TIMESTAMP(db->block[block_idx].header.mcnt);
+        // Reset packet/byte counters to 0
+        pkt.hdr.offset = OFFSET(0);
+        uint32_t nbytes = 0;
+
+        // Unpack and convert in packet sized chunks
+        pktdata_t * pf_re  = db->block[block_idx].data;
+        pktdata_t * pf_im  = db->block[block_idx].data + xgpu_info.matLength;
+        pktdata_t * p_out = pkt.data;
+        clock_gettime(CLOCK_MONOTONIC, &pkt_start);
+        // Iterate over blocks of XENG_CHAN_SUM channels. An inner loop will sum these
+        for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan=casper_chan+XENG_CHAN_SUM) {
+          // This used to de-interleave channels.  De-interleaving is no longer
+          // needed, but we choose to continue maintaining the distinction
+          // between casper_chan and gpu_chan.
+          gpu_chan = casper_chan;
+          for(baseline=0; baseline<N_CASPER_COMPLEX_PER_CHAN; baseline++) {
+            off_t idx_regtile = idx_map[baseline];
+            for(sum_chan=0; sum_chan<XENG_CHAN_SUM; sum_chan++) {
+              if (sum_chan == 0) {
+                re = CONVERT(pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile]);
+                im = CONVERT(pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile]);
+              } else {
+                re += CONVERT(pf_re[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile]);
+                im += CONVERT(pf_im[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile]);
+              }
+            }
+            *p_out++ = re;
+            *p_out++ = -im; // Conjugate data to match downstream expectations
+            nbytes += 2*sizeof(pktdata_t);
+            if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
+              int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0);
+              if(bytes_sent == -1) {
+                // Send all packets even if cactcher is not listening (i.e. we
+                // we get a connection refused error), but abort sending this
+                // dump if we get any other error.
+                if(errno != ECONNREFUSED) {
+                  perror("send");
+                  // Update stats
+                  hashpipe_status_lock_safe(&st);
+                  hgetu4(st.buf, "OUTDUMPS", &dumps);
+                  hputu4(st.buf, "OUTDUMPS", ++dumps);
+                  hputr4(st.buf, "OUTSECS", 0.0);
+                  hputr4(st.buf, "OUTMBPS", 0.0);
+                  hashpipe_status_unlock_safe(&st);
+                  // Break out of both for loops
+                  goto done_sending;
+                }
+              } else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
+                printf("only sent %d of %lu bytes!!!\n", bytes_sent, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
+              }
+
+              // Delay to prevent overflowing network TX queue
+              clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
+              packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
+              if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000) {
+                nanosleep(&packet_delay, NULL);
+              }
+
+              // Setup for next packet
+              p_out = pkt.data;
+              pkt_start = pkt_stop;
+              // Update header's byte_offset for this chunk
+              pkt.hdr.offset = OFFSET(nbytes);
+            }
+          }
+        }
+
+        clock_gettime(CLOCK_MONOTONIC, &stop);
+
+        hashpipe_status_lock_safe(&st);
+        hgetu4(st.buf, "OUTDUMPS", &dumps);
+        hputu4(st.buf, "OUTDUMPS", ++dumps);
+        hputu4(st.buf, "OUTBYTES", nbytes);
+        hputr4(st.buf, "OUTSECS", (float)ELAPSED_NS(start,stop)/1e9);
+        hputr4(st.buf, "OUTMBPS", (1e3*8*nbytes)/ELAPSED_NS(start,stop));
+        hashpipe_status_unlock_safe(&st);
+
+done_sending:
+
+        // Mark block as free
+        paper_output_databuf_set_free(db, block_idx);
+
+        // Setup for next block
+        block_idx = (block_idx + 1) % db->header.n_block;
+
+        /* Will exit if thread has been cancelled */
+        pthread_testcancel();
+    }
+
+    // Thread success!
+    return NULL;
+}
+
+static hashpipe_thread_desc_t gpu_output_thread = {
+    name: "hera_gpu_output_thread",
+    skey: "OUTSTAT",
+    init: init,
+    run:  run,
+    ibuf_desc: {paper_output_databuf_create},
+    obuf_desc: {NULL}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&gpu_output_thread);
+}
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 8a7ad00d..0b450c16 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -55,8 +55,9 @@
 #define CATCHER_PORT 10000
 #define OUTPUT_BYTES_PER_PACKET (4096)
 #define CATCHER_N_BLOCKS 2
-#define CATCHER_CHAN_SUM 4
-#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL * (N_INPUTS * ((N_INPUTS>>1) + 1)))
+#define CATCHER_CHAN_SUM 1
+#define XENG_CHAN_SUM 4
+#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL/XENG_CHAN_SUM * (N_INPUTS * ((N_INPUTS>>1) + 1)))
 #define VIS_MATRIX_ENTRIES_PER_CHAN (N_INPUTS * ((N_INPUTS>>1) + 1))
 #define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
 #define N_STOKES 4
@@ -291,7 +292,7 @@ typedef struct hera_catcher_input_databuf {
 } hera_catcher_input_databuf_t;
 
 #define hera_catcher_input_databuf_idx32(x, o) \
-  (2L*(VIS_MATRIX_ENTRIES_PER_CHAN * N_CHAN_PER_X*x) + (o>>2))
+  (2L*(VIS_MATRIX_ENTRIES_PER_CHAN * (N_CHAN_PER_X/XENG_CHAN_SUM)*x) + (o>>2))
 
 /*
  * INPUT BUFFER FUNCTIONS
diff --git a/src/paper_init.sh b/src/paper_init.sh
index d57dde01..5e5f2201 100755
--- a/src/paper_init.sh
+++ b/src/paper_init.sh
@@ -174,7 +174,7 @@ function init() {
     -c $netcpu hera_pktsock_thread \
     -c $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
-    -c $outcpu paper_gpu_output_thread
+    -c $outcpu hera_gpu_output_thread
 
   taskset $mask \
   hashpipe -p paper_gpu -I $instance \
@@ -184,7 +184,7 @@ function init() {
     -c $netcpu hera_pktsock_thread \
     -c $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
-    -c $outcpu paper_gpu_output_thread \
+    -c $outcpu hera_gpu_output_thread \
      < /dev/null \
     1> px${mypx}.out.$instance \
     2> px${mypx}.err.$instance &

From a10d7ae8933b735f35342cf43379436aa3016b4f Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 15 Oct 2018 23:13:50 +0000
Subject: [PATCH 097/420] Remove some prints

---
 src/hera_catcher_net_thread.c | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 43f0e828..0d91fb33 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -91,7 +91,6 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
     }
 
     // Set the block as filled
-    fprintf(stdout, "Catcher netthread marking block %d full\n", block_i);
     if(hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_p, block_i) != HASHPIPE_OK) {
 	hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
 	pthread_exit(NULL);
@@ -218,7 +217,6 @@ static inline uint64_t process_packet(
         hashpipe_status_lock_safe(st_p);
         hputs(st_p->buf, status_key, "waiting for outbuf");
         hashpipe_status_unlock_safe(st_p);
-        fprintf(stdout, "Catcher netthread waiting for lock onto block %d\n", binfo.block_i);
         while ((rv=hera_catcher_input_databuf_wait_free(hera_catcher_input_databuf_p, binfo.block_i)) != HASHPIPE_OK) {
             if (rv==HASHPIPE_TIMEOUT) {
                 hashpipe_status_lock_safe(st_p);
@@ -232,7 +230,6 @@ static inline uint64_t process_packet(
             }
         }
 
-        fprintf(stdout, "Catcher netthread got lock onto block %d\n", binfo.block_i);
         hashpipe_status_lock_safe(st_p);
         hputs(st_p->buf, status_key, "running");
         hashpipe_status_unlock_safe(st_p);

From 5f66b68ee82bcf6eca58de0cbde947a39490d790 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 15 Oct 2018 23:14:18 +0000
Subject: [PATCH 098/420] Write integration time to redis

Might be useful (is at least handy to be able to see)
---
 src/hera_ctl.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/hera_ctl.py b/src/hera_ctl.py
index 69d0aa93..0af2aca6 100755
--- a/src/hera_ctl.py
+++ b/src/hera_ctl.py
@@ -86,3 +86,4 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     rdb['corr:trig_mcnt'] = trig_mcnt
     rdb['corr:trig_time'] = trig_time
     rdb['corr:acc_len'] = args.acclen
+    rdb['corr:int_time'] = args.acclen * args.slices * mcnts_per_second()

From dfa9b699bcfd6e3a76b39c7687ee5caf6bffeb63 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 15 Oct 2018 23:15:22 +0000
Subject: [PATCH 099/420] Don't write ant_[1|2]_array datasets

These need extending with each new accumulation, so should
be written by the receiver.

Instead, write a new dataset -- Header/corr_bl_order, which
is the baseline order out of the X-engines. The catcher
can manipulate this order to form the ant_[1|2]_array datasets
(potentially including stuff for baseline-dependent averaging)
---
 src/hera_make_hdf5_template.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/src/hera_make_hdf5_template.py b/src/hera_make_hdf5_template.py
index aba86067..38c8c4ea 100644
--- a/src/hera_make_hdf5_template.py
+++ b/src/hera_make_hdf5_template.py
@@ -74,8 +74,10 @@ def create_header(h5, use_cm=False):
     header.create_dataset("Npols",  dtype="<i8", data=2)
     header.create_dataset("Nspws",  dtype="<i8", data=1)
     header.create_dataset("Ntimes", dtype="<i8", data=0) # updated by receiver when file is closed
-    header.create_dataset("ant_1_array", dtype="<i8", data=bls[:,0])
-    header.create_dataset("ant_2_array", dtype="<i8", data=bls[:,1])
+    header.create_dataset("corr_bl_order", dtype="<i8", data=bls)
+    # The ant_[1|2]_arrays are added by the receiver, since they have dimensions of Nblts
+    #header.create_dataset("ant_1_array", dtype="<i8", data=bls[:,0])
+    #header.create_dataset("ant_2_array", dtype="<i8", data=bls[:,1])
     header.create_dataset("antenna_diameters", dtype="<f8", data=ANT_DIAMETER)
     header.create_dataset("channel_width",     dtype="<f8", data=250e6 / (NCHANS / 3 * 4))
     header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=np.linspace(0, 250e6, NCHANS))

From f18410d8c705540ca43d7108e2106bf1de0e66a9 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 15 Oct 2018 23:24:10 +0000
Subject: [PATCH 100/420] Stop recording after N-files

And misc header fixes, eg. mcnt->GPS fix, Nblts off-by-NSTOKES factor fix
---
 src/hera_catcher_disk_thread.c | 109 ++++++++++++++++++++++++++++++---
 1 file changed, 101 insertions(+), 8 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index ec28b652..23d53f68 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -327,16 +327,62 @@ static void write_extensible_headers(hdf5_id_t *id, hsize_t t, hid_t mem_space1,
     H5Dwrite(id->integration_time_did, H5T_NATIVE_DOUBLE, mem_space1, id->integration_time_fs, H5P_DEFAULT, integration_time_buf);
     H5Sselect_hyperslab(id->time_array_fs, H5S_SELECT_SET, start1, NULL, count1, NULL);
     H5Dwrite(id->time_array_did, H5T_NATIVE_DOUBLE, mem_space1, id->time_array_fs, H5P_DEFAULT, time_array_buf);
+    H5Sselect_hyperslab(id->ant_1_array_fs, H5S_SELECT_SET, start1, NULL, count1, NULL);
+    H5Dwrite(id->ant_1_array_did, H5T_NATIVE_INT, mem_space1, id->ant_1_array_fs, H5P_DEFAULT, ant_1);
+    H5Sselect_hyperslab(id->ant_2_array_fs, H5S_SELECT_SET, start1, NULL, count1, NULL);
+    H5Dwrite(id->ant_2_array_did, H5T_NATIVE_INT, mem_space1, id->ant_2_array_fs, H5P_DEFAULT, ant_2);
     H5Sselect_hyperslab(id->uvw_array_fs, H5S_SELECT_SET, start2, NULL, count2, NULL);
     H5Dwrite(id->uvw_array_did, H5T_NATIVE_DOUBLE, mem_space2, id->uvw_array_fs, H5P_DEFAULT, uvw_array_buf);
 }
 
+/* Read the baseline order from an HDF5 file via the Header/corr_bl_order dataset */
+static void get_bl_order(hdf5_id_t *id, bl_t *bl_order) {
+    hid_t dataset_id;
+    herr_t status;
+    dataset_id = H5Dopen(id->header_gid, "corr_bl_order", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/corr_bl_order dataset");
+        pthread_exit(NULL);
+    }
+    status = H5Dread(dataset_id, H5T_STD_I32LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, bl_order);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to read Header/corr_bl_order dataset");
+        pthread_exit(NULL);
+    }
+    status = H5Dclose(dataset_id);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/corr_bl_order dataset");
+        pthread_exit(NULL);
+    }
+}
+
+/* Read the antenna positions from an HDF5 file via the Header/antenna_positions_enu dataset */
+static void get_ant_pos(hdf5_id_t *id, enu_t *ant_pos) {
+    hid_t dataset_id;
+    herr_t status;
+    dataset_id = H5Dopen(id->header_gid, "antenna_positions_enu", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/antenna_positions_enu dataset");
+        pthread_exit(NULL);
+    }
+    status = H5Dread(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, ant_pos);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to read Header/antenna_positions_enu dataset");
+        pthread_exit(NULL);
+    }
+    status = H5Dclose(dataset_id);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/antenna_positions_enu dataset");
+        pthread_exit(NULL);
+    }
+}
+
 /*
 Turn an mcnt into a UNIX time in double-precision.
 */
 static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
 {
-    return (sync_time + mcnt) * (N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE);
+    return sync_time + (mcnt * (2 * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
 }
 
 static void compute_time_array(double time, double *time_buf)
@@ -502,7 +548,15 @@ static void *run(hashpipe_thread_args_t * args)
     uint32_t sync_time = 0;
     double gps_time;
     double julian_time;
-    double integration_time;
+    uint32_t acc_len;
+    uint32_t nfiles;
+    uint32_t file_cnt = 0;
+    uint32_t trigger = 0;
+
+    // Variables for antenna positions and baseline orders. These should be provided
+    // via the HDF5 header template.
+    bl_t bl_order[VIS_MATRIX_ENTRIES / N_STOKES];
+    enu_t ant_pos[N_ANTS];
 
     // How many integrations to dump to a file before starting the next one
     // This is read from shared memory
@@ -511,6 +565,7 @@ static void *run(hashpipe_thread_args_t * args)
     // Init status variables
     hashpipe_status_lock_safe(&st);
     hputi8(st.buf, "DISKMCNT", 0);
+    hputu4(st.buf, "TRIGGER", 0);
     hashpipe_status_unlock_safe(&st);
     
     /* Loop */
@@ -555,7 +610,6 @@ static void *run(hashpipe_thread_args_t * args)
         hashpipe_status_unlock_safe(&st);
 
         // Wait for new input block to be filled
-        fprintf(stdout, "disk thread waiting for block %d to be filled\n", curblock_in);
         while ((rv=hera_catcher_input_databuf_busywait_filled(db_in, curblock_in)) != HASHPIPE_OK) {
             if (rv==HASHPIPE_TIMEOUT) {
                 hashpipe_status_lock_safe(&st);
@@ -568,21 +622,49 @@ static void *run(hashpipe_thread_args_t * args)
                 break;
             }
         }
-        fprintf(stdout, "disk thread acquired block %d\n", curblock_in);
 
         // Get template filename from redis
         hashpipe_status_lock_safe(&st);
         hgets(st.buf, "HDF5TPLT", 128, template_fname);
-        
+
         // Get time that F-engines were last sync'd
         hgetu4(st.buf, "SYNCTIME", &sync_time);
 
         hgetu4(st.buf, "MSPERFIL", &ms_per_file);
 
         // Get the integration time reported by the correlator
-        hgetr8(st.buf, "INTSECS", &integration_time);
+        hgetu4(st.buf, "INTTIME", &acc_len);
+
+        // Get the number of files to write
+        hgetu4(st.buf, "NFILES", &nfiles);
+
+        // Get the number of files to write
+        hgetu4(st.buf, "TRIGGER", &trigger);
+        hashpipe_status_unlock_safe(&st);
+
+        // If we have written all the files we were commanded to
+        // start marking blocks as done and idling until a new
+        // trigger is received
+        if (file_cnt >= nfiles) {
+            if (trigger) {
+                fprintf(stdout, "Catcher got a new trigger and will write %d files\n", nfiles);
+                file_cnt = 0;
+                hashpipe_status_lock_safe(&st);
+                hputu4(st.buf, "TRIGGER", 0);
+                hashpipe_status_unlock_safe(&st);
+            } else {
+                // Mark input block as free and advance
+                if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+                    hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+                    pthread_exit(NULL);
+                }
+                curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
+                continue;
+            }
+        }
 
         // Got a new data block, update status
+        hashpipe_status_lock_safe(&st);
         hputs(st.buf, status_key, "writing");
         hputi4(st.buf, "DISKBKIN", curblock_in);
         hputu8(st.buf, "DISKMCNT", db_in->block[curblock_in].header.mcnt);
@@ -602,6 +684,18 @@ static void *run(hashpipe_thread_args_t * args)
                 fprintf(stdout, "Closing datasets and files\n");
                 close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
                 close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
+                file_cnt += 1;
+                // If this is the last file, mark this block done and get out of the loop
+                if (file_cnt >= nfiles) {
+                    fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);
+                    if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+                        hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+                        pthread_exit(NULL);
+                    }
+                    curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
+                    curr_file_time = -1; //So the next trigger will start a new file
+                    continue;
+                }
             }
 
             // And now start a new file
@@ -621,7 +715,7 @@ static void *run(hashpipe_thread_args_t * args)
         // Update time and sample counters
         file_stop_t = gps_time;
         file_duration = file_stop_t - file_start_t; //really want a +1 * acc_len here
-        file_nblts += VIS_MATRIX_ENTRIES_PER_CHAN;
+        file_nblts += VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES;
         file_nts += 1;
 
         // extend the datasets with time axes and update filespace IDs
@@ -687,7 +781,6 @@ static void *run(hashpipe_thread_args_t * args)
         }
         hashpipe_status_unlock_safe(&st);
 
-        fprintf(stdout, "disk thread freeing buf %d \n", curblock_in);
         // Mark input block as free and advance
         if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
             hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);

From cedb21fb315c9291247672056d114993f0ab7c60 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 15 Oct 2018 23:27:25 +0000
Subject: [PATCH 101/420] Add typedefs for ant-positions and baseline order

Prepping for uvw_array / ant_[1|2]_array dataset management
---
 src/hera_catcher_disk_thread.c | 99 +++++++++++++++++-----------------
 1 file changed, 50 insertions(+), 49 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 23d53f68..09bcf7c5 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -41,6 +41,17 @@
 
 static hid_t complex_id;
 
+typedef struct {
+    double e;
+    double n;
+    double u;
+} enu_t;
+
+typedef struct {
+    int a;
+    int b;
+} bl_t;
+
 typedef struct {
     hid_t file_id;
     hid_t header_gid;
@@ -52,12 +63,16 @@ typedef struct {
     hid_t time_array_did;
     hid_t integration_time_did;
     hid_t uvw_array_did;
+    hid_t ant_1_array_did;
+    hid_t ant_2_array_did;
     hid_t visdata_fs;
     hid_t flags_fs;
     hid_t nsamples_fs;
     hid_t time_array_fs;
     hid_t integration_time_fs;
     hid_t uvw_array_fs;
+    hid_t ant_1_array_fs;
+    hid_t ant_2_array_fs;
 } hdf5_id_t;
 
 static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts, uint64_t file_nts) {
@@ -140,6 +155,8 @@ static void make_extensible_hdf5(hdf5_id_t *id)
  * Header/uvw_array (Nblts x 3)
  * Header/time_array (Nblts)
  * Header/integration_time (Nblts)
+ * Header/ant_1_array (Nblts)
+ * Header/ant_2_array (Nblts)
  */
 #define DIM1 1
 #define DIM2 2
@@ -169,6 +186,18 @@ static void make_extensible_headers_hdf5(hdf5_id_t *id)
         pthread_exit(NULL);
     }
 
+    id->ant_1_array_did = H5Dcreate(id->header_gid, "ant_1_array", H5T_NATIVE_INT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->ant_1_array_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create ant_1_array dataset");
+        pthread_exit(NULL);
+    }
+
+    id->ant_2_array_did = H5Dcreate(id->header_gid, "ant_2_array", H5T_NATIVE_INT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->ant_2_array_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create ant_2_array dataset");
+        pthread_exit(NULL);
+    }
+
     H5Pclose(plist);
     H5Sclose(file_space);
 
@@ -290,6 +319,8 @@ static void extend_header_datasets(hdf5_id_t *id, int n) {
     id->time_array_fs = H5Dget_space(id->time_array_did);
     id->integration_time_fs = H5Dget_space(id->integration_time_did);
     id->uvw_array_fs = H5Dget_space(id->uvw_array_did);
+    id->ant_1_array_fs = H5Dget_space(id->ant_1_array_did);
+    id->ant_2_array_fs = H5Dget_space(id->ant_2_array_did);
 }
 
 static void close_filespaces(hdf5_id_t *id) {
@@ -299,6 +330,8 @@ static void close_filespaces(hdf5_id_t *id) {
     H5Sclose(id->time_array_fs);
     H5Sclose(id->integration_time_fs);
     H5Sclose(id->uvw_array_fs);
+    H5Sclose(id->ant_1_array_fs);
+    H5Sclose(id->ant_2_array_fs);
 }
 
 
@@ -317,8 +350,17 @@ static void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space,
 /*
 Write Nbls entries into the integration_time and time_array arrays. Write Nbls x 3 entries into uvw_array
 */
-static void write_extensible_headers(hdf5_id_t *id, hsize_t t, hid_t mem_space1, hid_t mem_space2, double *integration_time_buf, double *time_array_buf, double*uvw_array_buf)
+static void write_extensible_headers(hdf5_id_t *id, hsize_t t, hid_t mem_space1, hid_t mem_space2, double *integration_time_buf, double *time_array_buf, double*uvw_array_buf, bl_t *bl_order)
 {
+    /* This file strangely stores ant1 and ant2 array separately. Split up bl_order here */
+    /* Kinda silly to do this every integration, but it's not much data */
+    int ant_1[N_ANTS];
+    int ant_2[N_ANTS];
+    int i;
+    for (i=0; i<N_ANTS; i++){
+        ant_1[i] = bl_order[i].a;
+        ant_2[i] = bl_order[i].b;
+    }
     hsize_t start1[DIM1] = {t * (VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES)};
     hsize_t count1[DIM1] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
     hsize_t start2[DIM2] = {t * (VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES), 0};
@@ -453,51 +495,6 @@ static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff,
     }
 }
 
-/*
-    for (chan=0; chan<N_CHAN_TOTAL; chan++) {
-        if ((chan % CATCHER_CHAN_SUM) == 0) {
-            // Start new accumulation (count to VIS_MATRIX_ENTRIES_PER_CHAN*2 for real/imag)
-            for(b=0; b<N_BL_PER_WRITE; b++) {
-                for (s=0; s<4; s++) {
-                    for (i=0; i<2; i++) {
-                        sum_even[b][s][i] = in_even[8*b + 2*s + i];
-                        sum_odd[b][s][i] = in_odd[8*b + 2*s + i];
-                    }
-                }
-            }
-        } else {
-            // Add to existing accumulation
-            for(b=0; b<N_BL_PER_WRITE; b++) {
-                for (s=0; s<4; s++) {
-                    for (i=0; i<2; i++) {
-                        sum_even[b][s][i] += in_even[8*b + 2*s + i];
-                        sum_odd[b][s][i] += in_odd[8*b + 2*s + i];
-                    }
-                }
-            }
-        }
-
-        // If this is the last channel in the sum, take the even/odd sum/diff, and write to the
-        // output buffer
-        if ((chan % CATCHER_CHAN_SUM) == (CATCHER_CHAN_SUM-1)) {
-            output_chan = chan / CATCHER_CHAN_SUM;
-            for(b=0; b<N_BL_PER_WRITE; b++) {
-                for (s=0; s<4; s++) {
-                    for (i=0; i<2; i++) {
-                        out_sum[(b*N_CHAN_PROCESSED + output_chan)*8 + 2*s + i] = sum_even[b][s][i] + sum_odd[b][s][i];
-                        out_diff[(b*N_CHAN_PROCESSED + output_chan)*8 + 2*s + i] = sum_even[b][s][i] - sum_odd[b][s][i];
-                    }
-                }
-            }
-        }
-        in_even += (VIS_MATRIX_ENTRIES_PER_CHAN << 1);
-        in_odd  += (VIS_MATRIX_ENTRIES_PER_CHAN << 1);
-
-    }
-}
-*/
-
-
 static int init(hashpipe_thread_args_t *args)
 {
     //hashpipe_status_t st = args->st;
@@ -710,6 +707,10 @@ static void *run(hashpipe_thread_args_t * args)
             sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
             start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t);
+            // Get the antenna positions and baseline orders
+            // These are needed for populating the ant_[1|2]_array and uvw_array
+            get_ant_pos(&sum_file, ant_pos);
+            get_bl_order(&sum_file, bl_order);
         }
 
         // Update time and sample counters
@@ -727,9 +728,9 @@ static void *run(hashpipe_thread_args_t * args)
         // Write this integration's entries for lst_array, time_array, uvw_array
         // TODO: compute uvw array
         compute_time_array(julian_time, time_array_buf);
-        compute_integration_time_array(integration_time, integration_time_buf);
-        write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf);
-        write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf);
+        compute_integration_time_array(acc_len * TIME_DEMUX * 2 * N_CHAN_TOTAL_GENERATED/(double)FENG_SAMPLE_RATE, integration_time_buf);
+        write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
+        write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
 
         // Sum over channels, compute even/odd sum/diffs, and get data on a per-baseline basis
         for(bl=0; bl<(VIS_MATRIX_ENTRIES_PER_CHAN/N_STOKES); bl+=N_BL_PER_WRITE) {

From afa8c0f65672bfab236478b6e1340b474486c30c Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 15 Oct 2018 23:28:45 +0000
Subject: [PATCH 102/420] Revert "Add typedefs for ant-positions and baseline
 order"

This reverts commit cedb21fb315c9291247672056d114993f0ab7c60.
---
 src/hera_catcher_disk_thread.c | 99 +++++++++++++++++-----------------
 1 file changed, 49 insertions(+), 50 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 09bcf7c5..23d53f68 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -41,17 +41,6 @@
 
 static hid_t complex_id;
 
-typedef struct {
-    double e;
-    double n;
-    double u;
-} enu_t;
-
-typedef struct {
-    int a;
-    int b;
-} bl_t;
-
 typedef struct {
     hid_t file_id;
     hid_t header_gid;
@@ -63,16 +52,12 @@ typedef struct {
     hid_t time_array_did;
     hid_t integration_time_did;
     hid_t uvw_array_did;
-    hid_t ant_1_array_did;
-    hid_t ant_2_array_did;
     hid_t visdata_fs;
     hid_t flags_fs;
     hid_t nsamples_fs;
     hid_t time_array_fs;
     hid_t integration_time_fs;
     hid_t uvw_array_fs;
-    hid_t ant_1_array_fs;
-    hid_t ant_2_array_fs;
 } hdf5_id_t;
 
 static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts, uint64_t file_nts) {
@@ -155,8 +140,6 @@ static void make_extensible_hdf5(hdf5_id_t *id)
  * Header/uvw_array (Nblts x 3)
  * Header/time_array (Nblts)
  * Header/integration_time (Nblts)
- * Header/ant_1_array (Nblts)
- * Header/ant_2_array (Nblts)
  */
 #define DIM1 1
 #define DIM2 2
@@ -186,18 +169,6 @@ static void make_extensible_headers_hdf5(hdf5_id_t *id)
         pthread_exit(NULL);
     }
 
-    id->ant_1_array_did = H5Dcreate(id->header_gid, "ant_1_array", H5T_NATIVE_INT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
-    if (id->ant_1_array_did < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to create ant_1_array dataset");
-        pthread_exit(NULL);
-    }
-
-    id->ant_2_array_did = H5Dcreate(id->header_gid, "ant_2_array", H5T_NATIVE_INT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
-    if (id->ant_2_array_did < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to create ant_2_array dataset");
-        pthread_exit(NULL);
-    }
-
     H5Pclose(plist);
     H5Sclose(file_space);
 
@@ -319,8 +290,6 @@ static void extend_header_datasets(hdf5_id_t *id, int n) {
     id->time_array_fs = H5Dget_space(id->time_array_did);
     id->integration_time_fs = H5Dget_space(id->integration_time_did);
     id->uvw_array_fs = H5Dget_space(id->uvw_array_did);
-    id->ant_1_array_fs = H5Dget_space(id->ant_1_array_did);
-    id->ant_2_array_fs = H5Dget_space(id->ant_2_array_did);
 }
 
 static void close_filespaces(hdf5_id_t *id) {
@@ -330,8 +299,6 @@ static void close_filespaces(hdf5_id_t *id) {
     H5Sclose(id->time_array_fs);
     H5Sclose(id->integration_time_fs);
     H5Sclose(id->uvw_array_fs);
-    H5Sclose(id->ant_1_array_fs);
-    H5Sclose(id->ant_2_array_fs);
 }
 
 
@@ -350,17 +317,8 @@ static void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space,
 /*
 Write Nbls entries into the integration_time and time_array arrays. Write Nbls x 3 entries into uvw_array
 */
-static void write_extensible_headers(hdf5_id_t *id, hsize_t t, hid_t mem_space1, hid_t mem_space2, double *integration_time_buf, double *time_array_buf, double*uvw_array_buf, bl_t *bl_order)
+static void write_extensible_headers(hdf5_id_t *id, hsize_t t, hid_t mem_space1, hid_t mem_space2, double *integration_time_buf, double *time_array_buf, double*uvw_array_buf)
 {
-    /* This file strangely stores ant1 and ant2 array separately. Split up bl_order here */
-    /* Kinda silly to do this every integration, but it's not much data */
-    int ant_1[N_ANTS];
-    int ant_2[N_ANTS];
-    int i;
-    for (i=0; i<N_ANTS; i++){
-        ant_1[i] = bl_order[i].a;
-        ant_2[i] = bl_order[i].b;
-    }
     hsize_t start1[DIM1] = {t * (VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES)};
     hsize_t count1[DIM1] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
     hsize_t start2[DIM2] = {t * (VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES), 0};
@@ -495,6 +453,51 @@ static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff,
     }
 }
 
+/*
+    for (chan=0; chan<N_CHAN_TOTAL; chan++) {
+        if ((chan % CATCHER_CHAN_SUM) == 0) {
+            // Start new accumulation (count to VIS_MATRIX_ENTRIES_PER_CHAN*2 for real/imag)
+            for(b=0; b<N_BL_PER_WRITE; b++) {
+                for (s=0; s<4; s++) {
+                    for (i=0; i<2; i++) {
+                        sum_even[b][s][i] = in_even[8*b + 2*s + i];
+                        sum_odd[b][s][i] = in_odd[8*b + 2*s + i];
+                    }
+                }
+            }
+        } else {
+            // Add to existing accumulation
+            for(b=0; b<N_BL_PER_WRITE; b++) {
+                for (s=0; s<4; s++) {
+                    for (i=0; i<2; i++) {
+                        sum_even[b][s][i] += in_even[8*b + 2*s + i];
+                        sum_odd[b][s][i] += in_odd[8*b + 2*s + i];
+                    }
+                }
+            }
+        }
+
+        // If this is the last channel in the sum, take the even/odd sum/diff, and write to the
+        // output buffer
+        if ((chan % CATCHER_CHAN_SUM) == (CATCHER_CHAN_SUM-1)) {
+            output_chan = chan / CATCHER_CHAN_SUM;
+            for(b=0; b<N_BL_PER_WRITE; b++) {
+                for (s=0; s<4; s++) {
+                    for (i=0; i<2; i++) {
+                        out_sum[(b*N_CHAN_PROCESSED + output_chan)*8 + 2*s + i] = sum_even[b][s][i] + sum_odd[b][s][i];
+                        out_diff[(b*N_CHAN_PROCESSED + output_chan)*8 + 2*s + i] = sum_even[b][s][i] - sum_odd[b][s][i];
+                    }
+                }
+            }
+        }
+        in_even += (VIS_MATRIX_ENTRIES_PER_CHAN << 1);
+        in_odd  += (VIS_MATRIX_ENTRIES_PER_CHAN << 1);
+
+    }
+}
+*/
+
+
 static int init(hashpipe_thread_args_t *args)
 {
     //hashpipe_status_t st = args->st;
@@ -707,10 +710,6 @@ static void *run(hashpipe_thread_args_t * args)
             sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
             start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t);
-            // Get the antenna positions and baseline orders
-            // These are needed for populating the ant_[1|2]_array and uvw_array
-            get_ant_pos(&sum_file, ant_pos);
-            get_bl_order(&sum_file, bl_order);
         }
 
         // Update time and sample counters
@@ -728,9 +727,9 @@ static void *run(hashpipe_thread_args_t * args)
         // Write this integration's entries for lst_array, time_array, uvw_array
         // TODO: compute uvw array
         compute_time_array(julian_time, time_array_buf);
-        compute_integration_time_array(acc_len * TIME_DEMUX * 2 * N_CHAN_TOTAL_GENERATED/(double)FENG_SAMPLE_RATE, integration_time_buf);
-        write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
-        write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
+        compute_integration_time_array(integration_time, integration_time_buf);
+        write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf);
+        write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf);
 
         // Sum over channels, compute even/odd sum/diffs, and get data on a per-baseline basis
         for(bl=0; bl<(VIS_MATRIX_ENTRIES_PER_CHAN/N_STOKES); bl+=N_BL_PER_WRITE) {

From a3cbf8174542b07314ac89a212fb6fd2f162fc0c Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 15 Oct 2018 23:30:40 +0000
Subject: [PATCH 103/420] Add baseline order and ant position typedefs

In preparation of uvw_array / ant_x_array header management
---
 src/hera_catcher_disk_thread.c | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 23d53f68..283de7e1 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -41,6 +41,17 @@
 
 static hid_t complex_id;
 
+typedef struct {
+    double e;
+    double n;
+    double u;
+} enu_t;
+
+typedef struct {
+    int a;
+    int b;
+} bl_t;
+
 typedef struct {
     hid_t file_id;
     hid_t header_gid;

From ab320bca68e520f5857a405422efc1ccfd6cacc6 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 15 Oct 2018 23:31:36 +0000
Subject: [PATCH 104/420] Remove commented transpose code

---
 src/hera_catcher_disk_thread.c | 45 ----------------------------------
 1 file changed, 45 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 283de7e1..ad07dc41 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -464,51 +464,6 @@ static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff,
     }
 }
 
-/*
-    for (chan=0; chan<N_CHAN_TOTAL; chan++) {
-        if ((chan % CATCHER_CHAN_SUM) == 0) {
-            // Start new accumulation (count to VIS_MATRIX_ENTRIES_PER_CHAN*2 for real/imag)
-            for(b=0; b<N_BL_PER_WRITE; b++) {
-                for (s=0; s<4; s++) {
-                    for (i=0; i<2; i++) {
-                        sum_even[b][s][i] = in_even[8*b + 2*s + i];
-                        sum_odd[b][s][i] = in_odd[8*b + 2*s + i];
-                    }
-                }
-            }
-        } else {
-            // Add to existing accumulation
-            for(b=0; b<N_BL_PER_WRITE; b++) {
-                for (s=0; s<4; s++) {
-                    for (i=0; i<2; i++) {
-                        sum_even[b][s][i] += in_even[8*b + 2*s + i];
-                        sum_odd[b][s][i] += in_odd[8*b + 2*s + i];
-                    }
-                }
-            }
-        }
-
-        // If this is the last channel in the sum, take the even/odd sum/diff, and write to the
-        // output buffer
-        if ((chan % CATCHER_CHAN_SUM) == (CATCHER_CHAN_SUM-1)) {
-            output_chan = chan / CATCHER_CHAN_SUM;
-            for(b=0; b<N_BL_PER_WRITE; b++) {
-                for (s=0; s<4; s++) {
-                    for (i=0; i<2; i++) {
-                        out_sum[(b*N_CHAN_PROCESSED + output_chan)*8 + 2*s + i] = sum_even[b][s][i] + sum_odd[b][s][i];
-                        out_diff[(b*N_CHAN_PROCESSED + output_chan)*8 + 2*s + i] = sum_even[b][s][i] - sum_odd[b][s][i];
-                    }
-                }
-            }
-        }
-        in_even += (VIS_MATRIX_ENTRIES_PER_CHAN << 1);
-        in_odd  += (VIS_MATRIX_ENTRIES_PER_CHAN << 1);
-
-    }
-}
-*/
-
-
 static int init(hashpipe_thread_args_t *args)
 {
     //hashpipe_status_t st = args->st;

From 38834bb31db338c8d13284cc0435639438897603 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 16 Oct 2018 00:39:22 +0000
Subject: [PATCH 105/420] Read bl_order from file and write ant_x_array
 datasets

---
 src/hera_catcher_disk_thread.c | 88 ++++++++++++++++++++++++++++------
 src/hera_make_hdf5_template.py | 12 ++---
 2 files changed, 79 insertions(+), 21 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index ad07dc41..932ec43c 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -63,12 +63,16 @@ typedef struct {
     hid_t time_array_did;
     hid_t integration_time_did;
     hid_t uvw_array_did;
+    hid_t ant_1_array_did;
+    hid_t ant_2_array_did;
     hid_t visdata_fs;
     hid_t flags_fs;
     hid_t nsamples_fs;
     hid_t time_array_fs;
     hid_t integration_time_fs;
     hid_t uvw_array_fs;
+    hid_t ant_1_array_fs;
+    hid_t ant_2_array_fs;
 } hdf5_id_t;
 
 static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts, uint64_t file_nts) {
@@ -151,6 +155,8 @@ static void make_extensible_hdf5(hdf5_id_t *id)
  * Header/uvw_array (Nblts x 3)
  * Header/time_array (Nblts)
  * Header/integration_time (Nblts)
+ * Header/ant_1_array (Nblts)
+ * Header/ant_2_array (Nblts)
  */
 #define DIM1 1
 #define DIM2 2
@@ -180,6 +186,18 @@ static void make_extensible_headers_hdf5(hdf5_id_t *id)
         pthread_exit(NULL);
     }
 
+    id->ant_1_array_did = H5Dcreate(id->header_gid, "ant_1_array", H5T_NATIVE_INT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->ant_1_array_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create ant_1_array dataset");
+        pthread_exit(NULL);
+    }
+
+    id->ant_2_array_did = H5Dcreate(id->header_gid, "ant_2_array", H5T_NATIVE_INT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->ant_2_array_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create ant_2_array dataset");
+        pthread_exit(NULL);
+    }
+
     H5Pclose(plist);
     H5Sclose(file_space);
 
@@ -297,10 +315,14 @@ static void extend_header_datasets(hdf5_id_t *id, int n) {
     hsize_t dims2[DIM2] = {n * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
     H5Dset_extent(id->time_array_did, dims1);
     H5Dset_extent(id->integration_time_did, dims1);
+    H5Dset_extent(id->ant_1_array_did, dims1);
+    H5Dset_extent(id->ant_2_array_did, dims1);
     H5Dset_extent(id->uvw_array_did, dims2);
     id->time_array_fs = H5Dget_space(id->time_array_did);
     id->integration_time_fs = H5Dget_space(id->integration_time_did);
     id->uvw_array_fs = H5Dget_space(id->uvw_array_did);
+    id->ant_1_array_fs = H5Dget_space(id->ant_1_array_did);
+    id->ant_2_array_fs = H5Dget_space(id->ant_2_array_did);
 }
 
 static void close_filespaces(hdf5_id_t *id) {
@@ -310,6 +332,8 @@ static void close_filespaces(hdf5_id_t *id) {
     H5Sclose(id->time_array_fs);
     H5Sclose(id->integration_time_fs);
     H5Sclose(id->uvw_array_fs);
+    H5Sclose(id->ant_1_array_fs);
+    H5Sclose(id->ant_2_array_fs);
 }
 
 
@@ -328,22 +352,51 @@ static void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space,
 /*
 Write Nbls entries into the integration_time and time_array arrays. Write Nbls x 3 entries into uvw_array
 */
-static void write_extensible_headers(hdf5_id_t *id, hsize_t t, hid_t mem_space1, hid_t mem_space2, double *integration_time_buf, double *time_array_buf, double*uvw_array_buf)
+static void write_extensible_headers(hdf5_id_t *id, hsize_t t, hid_t mem_space1, hid_t mem_space2, double *integration_time_buf, double *time_array_buf, double*uvw_array_buf, bl_t *bl_order)
 {
+    /* Output files strangely store ant1 and ant2 arrays separately. Split up bl_order here */
+    /* Kinda silly to do this every integration, but it's not much data */
+    int ant_1[VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES];
+    int ant_2[VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES];
+    int i;
+    for (i=0; i<VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES; i++){
+        ant_1[i] = bl_order[i].a;
+        ant_2[i] = bl_order[i].b;
+    }
     hsize_t start1[DIM1] = {t * (VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES)};
     hsize_t count1[DIM1] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
     hsize_t start2[DIM2] = {t * (VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES), 0};
     hsize_t count2[DIM2] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
-    H5Sselect_hyperslab(id->integration_time_fs, H5S_SELECT_SET, start1, NULL, count1, NULL);
-    H5Dwrite(id->integration_time_did, H5T_NATIVE_DOUBLE, mem_space1, id->integration_time_fs, H5P_DEFAULT, integration_time_buf);
-    H5Sselect_hyperslab(id->time_array_fs, H5S_SELECT_SET, start1, NULL, count1, NULL);
-    H5Dwrite(id->time_array_did, H5T_NATIVE_DOUBLE, mem_space1, id->time_array_fs, H5P_DEFAULT, time_array_buf);
-    H5Sselect_hyperslab(id->ant_1_array_fs, H5S_SELECT_SET, start1, NULL, count1, NULL);
-    H5Dwrite(id->ant_1_array_did, H5T_NATIVE_INT, mem_space1, id->ant_1_array_fs, H5P_DEFAULT, ant_1);
-    H5Sselect_hyperslab(id->ant_2_array_fs, H5S_SELECT_SET, start1, NULL, count1, NULL);
-    H5Dwrite(id->ant_2_array_did, H5T_NATIVE_INT, mem_space1, id->ant_2_array_fs, H5P_DEFAULT, ant_2);
-    H5Sselect_hyperslab(id->uvw_array_fs, H5S_SELECT_SET, start2, NULL, count2, NULL);
-    H5Dwrite(id->uvw_array_did, H5T_NATIVE_DOUBLE, mem_space2, id->uvw_array_fs, H5P_DEFAULT, uvw_array_buf);
+    if (H5Sselect_hyperslab(id->integration_time_fs, H5S_SELECT_SET, start1, NULL, count1, NULL) < 0) {
+        hashpipe_error(__FUNCTION__, "Error selecting integration time hyperslab");
+    }
+    if (H5Dwrite(id->integration_time_did, H5T_NATIVE_DOUBLE, mem_space1, id->integration_time_fs, H5P_DEFAULT, integration_time_buf) < 0) {
+        hashpipe_error(__FUNCTION__, "Error writing integration time");
+    }
+    if (H5Sselect_hyperslab(id->time_array_fs, H5S_SELECT_SET, start1, NULL, count1, NULL) < 0) {
+        hashpipe_error(__FUNCTION__, "Error selecting time_array hyperslab");
+    }
+    if (H5Dwrite(id->time_array_did, H5T_NATIVE_DOUBLE, mem_space1, id->time_array_fs, H5P_DEFAULT, time_array_buf) < 0) {
+        hashpipe_error(__FUNCTION__, "Error writing time_array");
+    }
+    if (H5Sselect_hyperslab(id->ant_1_array_fs, H5S_SELECT_SET, start1, NULL, count1, NULL) < 0) {
+        hashpipe_error(__FUNCTION__, "Error selecting ant_1_array hyperslab");
+    }
+    if (H5Dwrite(id->ant_1_array_did, H5T_NATIVE_INT, mem_space1, id->ant_1_array_fs, H5P_DEFAULT, ant_1) < 0) {
+        hashpipe_error(__FUNCTION__, "Error writing ant_1_array");
+    }
+    if (H5Sselect_hyperslab(id->ant_2_array_fs, H5S_SELECT_SET, start1, NULL, count1, NULL) < 0) {
+        hashpipe_error(__FUNCTION__, "Error selecting ant_2_array hyperslab");
+    }
+    if (H5Dwrite(id->ant_2_array_did, H5T_NATIVE_INT, mem_space1, id->ant_2_array_fs, H5P_DEFAULT, ant_2) < 0) {
+        hashpipe_error(__FUNCTION__, "Error writing ant_2_array");
+    }
+    if (H5Sselect_hyperslab(id->uvw_array_fs, H5S_SELECT_SET, start2, NULL, count2, NULL) < 0) {
+        hashpipe_error(__FUNCTION__, "Error selecting uvw_array hyperslab");
+    }
+    if (H5Dwrite(id->uvw_array_did, H5T_NATIVE_DOUBLE, mem_space2, id->uvw_array_fs, H5P_DEFAULT, uvw_array_buf) < 0) {
+        hashpipe_error(__FUNCTION__, "Error writing uvw_array");
+    }
 }
 
 /* Read the baseline order from an HDF5 file via the Header/corr_bl_order dataset */
@@ -388,6 +441,7 @@ static void get_ant_pos(hdf5_id_t *id, enu_t *ant_pos) {
     }
 }
 
+
 /*
 Turn an mcnt into a UNIX time in double-precision.
 */
@@ -521,7 +575,7 @@ static void *run(hashpipe_thread_args_t * args)
 
     // Variables for antenna positions and baseline orders. These should be provided
     // via the HDF5 header template.
-    bl_t bl_order[VIS_MATRIX_ENTRIES / N_STOKES];
+    bl_t bl_order[VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES];
     enu_t ant_pos[N_ANTS];
 
     // How many integrations to dump to a file before starting the next one
@@ -676,6 +730,10 @@ static void *run(hashpipe_thread_args_t * args)
             sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
             start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t);
+            // Get the antenna positions and baseline orders
+            // These are needed for populating the ant_[1|2]_array and uvw_array
+            get_ant_pos(&sum_file, ant_pos);
+            get_bl_order(&sum_file, bl_order);
         }
 
         // Update time and sample counters
@@ -693,9 +751,9 @@ static void *run(hashpipe_thread_args_t * args)
         // Write this integration's entries for lst_array, time_array, uvw_array
         // TODO: compute uvw array
         compute_time_array(julian_time, time_array_buf);
-        compute_integration_time_array(integration_time, integration_time_buf);
-        write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf);
-        write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf);
+        compute_integration_time_array(acc_len * TIME_DEMUX * 2 * N_CHAN_TOTAL_GENERATED/(double)FENG_SAMPLE_RATE, integration_time_buf);
+        write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
+        write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
 
         // Sum over channels, compute even/odd sum/diffs, and get data on a per-baseline basis
         for(bl=0; bl<(VIS_MATRIX_ENTRIES_PER_CHAN/N_STOKES); bl+=N_BL_PER_WRITE) {
diff --git a/src/hera_make_hdf5_template.py b/src/hera_make_hdf5_template.py
index 38c8c4ea..c92e62f5 100644
--- a/src/hera_make_hdf5_template.py
+++ b/src/hera_make_hdf5_template.py
@@ -92,8 +92,8 @@ def create_header(h5, use_cm=False):
     header.create_dataset("vis_units",  data="uncalib")
     if use_cm:
         header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
-        ant_pos = np.zeros([NANTS,3], dtype=np.int64)
-        ant_pos_enu = np.zeros([NANTS,3], dtype=np.int64)
+        ant_pos = np.zeros([NANTS_DATA,3], dtype=np.int64)
+        ant_pos_enu = np.zeros([NANTS_DATA,3], dtype=np.int64)
         ant_names = ["NONE"]*NANTS
         ant_nums = [-1]*NANTS
         for n, i in enumerate(cminfo["antenna_numbers"]):
@@ -103,16 +103,16 @@ def create_header(h5, use_cm=False):
             ant_pos_enu[i] = cminfo["antenna_positions_enu"][n]
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=ant_names)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=ant_nums)
-        header.create_dataset("antenna_positions",   dtype="<i8", shape=(NANTS,3), data=ant_pos)
-        header.create_dataset("antenna_positions_enu",   dtype="<i8", shape=(NANTS,3), data=ant_pos_enu)
+        header.create_dataset("antenna_positions",   dtype="<i8", shape=(NANTS_DATA,3), data=ant_pos)
+        header.create_dataset("antenna_positions_enu",   dtype="<i8", shape=(NANTS_DATA,3), data=ant_pos_enu)
         header.create_dataset("latitude",    dtype="<f8", data=cminfo["cofa_lat"])
         header.create_dataset("longitude",   dtype="<f8", data=cminfo["cofa_lon"])
     else:
         header.create_dataset("altitude",    dtype="<f8", data=0.0)
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=range(NANTS))
-        header.create_dataset("antenna_positions",   dtype="<i8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
-        header.create_dataset("antenna_positions_enu",   dtype="<i8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
+        header.create_dataset("antenna_positions",   dtype="<i8", shape=(NANTS_DATA,3), data=np.zeros([NANTS_DATA,3]))
+        header.create_dataset("antenna_positions_enu",   dtype="<i8", shape=(NANTS_DATA,3), data=np.zeros([NANTS_DATA,3]))
         header.create_dataset("latitude",    dtype="<f8", data=0.0)
         header.create_dataset("longitude",   dtype="<f8", data=0.0)
 

From ac1854011a9806dabbadc985cac11922789c9f79 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 16 Oct 2018 00:40:29 +0000
Subject: [PATCH 106/420] Replace catcher_up bash script with python

Because how could that _not_ be an improvement?
---
 src/catcher_up.py | 79 +++++++++++++++++++++++++++++++++++++++++++++++
 src/catcher_up.sh | 49 -----------------------------
 2 files changed, 79 insertions(+), 49 deletions(-)
 create mode 100644 src/catcher_up.py
 delete mode 100755 src/catcher_up.sh

diff --git a/src/catcher_up.py b/src/catcher_up.py
new file mode 100644
index 00000000..b84f2f6f
--- /dev/null
+++ b/src/catcher_up.py
@@ -0,0 +1,79 @@
+#!/usr/bin/env python
+
+import redis
+import time
+import argparse
+import subprocess
+
+perf_tweaker = 'tweak-perf-sn.sh'
+init = 'catcher_init.sh'
+python_source_cmd = ['source', '~/hera-venv/bin/activate']
+template_cmd = ['hera_make_hdf5_template.py']
+
+def run_on_hosts(hosts, cmd, user=None, wait=True):
+    if isinstance(cmd, str):
+        cmd = [cmd]
+    p = []
+    for host in hosts:
+        if user is None:
+            p += [subprocess.Popen(['ssh', '%s' % (host)] + cmd)]
+        else:
+            p += [subprocess.Popen(['ssh', '%s@%s' % (user, host)] + cmd)]
+    if wait:
+        for pn in p:
+            pn.wait()
+
+parser = argparse.ArgumentParser(description='Start the HERA X-engines',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+
+parser.add_argument('host', type=str, help='Host to intialize')
+parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
+parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', 
+                    help='Place to put HDF5 header template file')
+parser.add_argument('-n', dest='nfiles', type=int, default=10, help='Number of files of data to capture')
+parser.add_argument('-m', dest='msperfile', type=int, default=60000, help='Number of ms of data per file')
+parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
+                    help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
+
+args = parser.parse_args()
+
+r = redis.Redis(args.redishost)
+
+# Run performance tweaking script
+if args.runtweak:
+    run_on_hosts([args.host], perf_tweaker, user='root', wait=True)
+
+# Start Catcher
+run_on_hosts([args.host], ['cd', '/data;', init, '0'], wait=True)
+
+# Start hashpipe<->redis gateways
+cpu_mask = '0x0004'
+run_on_hosts([args.host], ['taskset', cpu_mask, 'hashpipe_redis_gateway.rb', '-g', args.host, '-i', '0'])
+
+# Wait for the gateways to come up
+time.sleep(5)
+
+# Generate the meta-data template
+run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', args.hdf5template], wait=True)
+
+#Configure runtime parameters
+catcher_dict = {
+  'HDF5TPLT' : args.hdf5template,
+  'MSPERFIL' : args.msperfile,
+  'NFILES'   : args.nfiles,
+  'SYNCTIME' : r['corr:feng_sync_time'],
+  'INTTIME'  : r['corr:acc_len'],
+  'TRIGGER'  : 0,
+}
+  
+# Reset various statistics counters
+
+pubchan = 'hashpipe://%s/%d/set' % (args.host, 0)
+for key, val in catcher_dict.iteritems():
+   r.publish(pubchan, '%s=%s' % (key, val))
+for v in ['NETWAT', 'NETREC', 'NETPRC']:
+    r.publish(pubchan, '%sMN=99999' % (v))
+    r.publish(pubchan, '%sMX=0' % (v))
+
+# Release nethread hold
+r.publish(pubchan, 'CNETHOLD=0')
diff --git a/src/catcher_up.sh b/src/catcher_up.sh
deleted file mode 100755
index e086d7aa..00000000
--- a/src/catcher_up.sh
+++ /dev/null
@@ -1,49 +0,0 @@
-#!/bin/bash
-
-show_help_and_exit() {
-cat <<.
-Script to bring up the HERA correlator data acquisition server.
-.
-exit $1
-}
-
-init=catcher_init.sh
-catcherhost=hera-sn1
-
-# Start X engines
-echo Starting catcher instance on $catcherhost
-echo "ssh $catcherhost \"cd /data; ${init} 0\" &"
-ssh $catcherhost "cd /data; ${init} 0" &
-wait
-
-# Start hashpipe-redis gateways
-echo Starting hashpipe-redis gateways on $catcherhost
-echo "ssh $catcherhost \"taskset 0x0004 hashpipe_redis_gateway.rb -g $catcherhost -i 0\""
-ssh $catcherhost "taskset 0x0004 hashpipe_redis_gateway.rb -g $catcherhost -i 0"
-
-# Let the gateways come up and the pipelines start
-sleep 10
-
-# Generate meta-data template
-echo "ssh $catcherhost \"source ~/hera-venv/bin/activate; hera_make_hdf5_template.py -c /tmp/template.h5\""
-ssh $catcherhost "source ~/hera-venv/bin/activate; hera_make_hdf5_template.py -c /tmp/template.h5"
-
-# Configure runtime parameters
-SYNCTIME=`redis-cli -h redishost get corr:feng_sync_time`
-redis-cli -h redishost publish hashpipe://$catcherhost/0/set HDF5TPLT=/tmp/template.h5 > /dev/null
-redis-cli -h redishost publish hashpipe://$catcherhost/0/set MSPERFIL=60000 > /dev/null
-redis-cli -h redishost publish hashpipe://$catcherhost/0/set SYNCTIME=$SYNCTIME > /dev/null
-
-# Turn off HOLD flag on all instances
-echo Enabling catcher network threads
-redis-cli -h redishost publish hashpipe://$catcherhost/0/set CNETHOLD=0 > /dev/null
-
-sleep 1
-
-# Reset all NET{WAT,REC,PRC}M{N,X} counters
-echo Resetting all network stats counters
-for k in NET{WAT,REC,PRC}
-do
-  redis-cli -h redishost publish hashpipe://$catcherhost/0/set ${k}MN=99999 > /dev/null
-  redis-cli -h redishost publish hashpipe://$catcherhost/0/set ${k}MX=0 > /dev/null
-done

From 25160436dce90e2984fe64d919f5972a66df8467 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 16 Oct 2018 01:26:36 +0000
Subject: [PATCH 107/420] Compile catcher_up.py, not sh

---
 src/Makefile.am | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index a7879877..12074e2a 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -55,7 +55,7 @@ dist_bin_SCRIPTS = paper_init.sh \
 		   xtor_down.sh \
 		   xtor_up.py \
                    catcher_init.sh \
-                   catcher_up.sh \
+                   catcher_up.py \
                    catcher_down.sh \
                    tweak-perf.sh \
                    hera_ctl.py \

From bb8d668ce8726f395d76bc6d9cd435df43a2640b Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 16 Oct 2018 01:41:07 +0000
Subject: [PATCH 108/420] Compute uvw from antpos

---
 src/hera_catcher_disk_thread.c | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 932ec43c..9e16f0db 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -466,6 +466,16 @@ static void compute_integration_time_array(double integration_time, double *inte
     }
 }
 
+/* Given antenna positions and a given baseline order, compute uvw coords */
+static void compute_uvw_array(double* uvw, enu_t *ant_pos, bl_t *bl_order) {
+    int i;
+    for (i=0; i<(VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES); i++) {
+        uvw[3*i + 0] = ant_pos[bl_order[i].a].e - ant_pos[bl_order[i].b].e;
+        uvw[3*i + 1] = ant_pos[bl_order[i].a].n - ant_pos[bl_order[i].b].n;
+        uvw[3*i + 2] = ant_pos[bl_order[i].a].u - ant_pos[bl_order[i].b].u;
+    }
+}
+
 /*
 Given an entire input buffer --
 even/odd x 1 time x N_chans x N_bls x  N_stokes x 2 (real/imag)
@@ -750,6 +760,7 @@ static void *run(hashpipe_thread_args_t * args)
             
         // Write this integration's entries for lst_array, time_array, uvw_array
         // TODO: compute uvw array
+        compute_uvw_array(uvw_array_buf, ant_pos, bl_order);
         compute_time_array(julian_time, time_array_buf);
         compute_integration_time_array(acc_len * TIME_DEMUX * 2 * N_CHAN_TOTAL_GENERATED/(double)FENG_SAMPLE_RATE, integration_time_buf);
         write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);

From 419dd5c80fa2e8b282f4221eb26cefb4b707a032 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 16 Oct 2018 01:41:47 +0000
Subject: [PATCH 109/420] Make integration-time calculation long

---
 src/hera_catcher_disk_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 9e16f0db..23b08b3f 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -762,7 +762,7 @@ static void *run(hashpipe_thread_args_t * args)
         // TODO: compute uvw array
         compute_uvw_array(uvw_array_buf, ant_pos, bl_order);
         compute_time_array(julian_time, time_array_buf);
-        compute_integration_time_array(acc_len * TIME_DEMUX * 2 * N_CHAN_TOTAL_GENERATED/(double)FENG_SAMPLE_RATE, integration_time_buf);
+        compute_integration_time_array(acc_len * TIME_DEMUX * 2L * N_CHAN_TOTAL_GENERATED/(double)FENG_SAMPLE_RATE, integration_time_buf);
         write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
         write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
 

From f2a39364d7725e629389f881febc8d380381d894 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 16 Oct 2018 01:42:50 +0000
Subject: [PATCH 110/420] Make mcnt->time calc long

---
 src/hera_catcher_disk_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 23b08b3f..9ecc2dcc 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -447,7 +447,7 @@ Turn an mcnt into a UNIX time in double-precision.
 */
 static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
 {
-    return sync_time + (mcnt * (2 * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
+    return sync_time + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
 }
 
 static void compute_time_array(double time, double *time_buf)

From 62b555a3646949a393960375dcb5fd55d858b23e Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 17 Oct 2018 00:43:13 +0000
Subject: [PATCH 111/420] Simple scripts for checking a correlator dump in
 python

---
 src/catcher.py            | 28 +++++++++++++++++-----------
 src/check_catcher_dump.py | 37 +++++++++++++++++++++++++++++++++++++
 2 files changed, 54 insertions(+), 11 deletions(-)
 create mode 100644 src/check_catcher_dump.py

diff --git a/src/catcher.py b/src/catcher.py
index 9c7c6d42..9f6eb07d 100644
--- a/src/catcher.py
+++ b/src/catcher.py
@@ -6,11 +6,11 @@
 
 
 NANTS = 192
-NCHANS = 8192 / 4 * 3
+NCHANS = 8192 / 4 * 3 / 4
 NXENG = 16
 NWORDS = 2 * NANTS * (NANTS+1) / 2 * 4 * NCHANS
 
-PAYLOAD_LEN = 8192
+PAYLOAD_LEN = 4096
 BYTES_PER_PACKET = PAYLOAD_LEN + 16
 max_offset = NWORDS*8 / NXENG - PAYLOAD_LEN
 print "Max offset:", max_offset
@@ -19,36 +19,42 @@
 print "Expecting %d packets" % NPACKETS
 
 sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
-sock.setsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF, 800000)
+sock.setsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF, 80000000)
+print sock.getsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF)
 
 sock.bind(("10.80.40.251", 10000))
 
-dout = np.zeros(NWORDS, dtype=np.int32)
+dout = np.zeros(2*NWORDS, dtype=np.int32)
 
 n = 0
 wait = True
 start = time.time()
 while True:
     data = sock.recv(BYTES_PER_PACKET)
-    unpacked = struct.unpack('>QLHH', data[0:16])
-    timestamp = unpacked[0]
-    offset = unpacked[1]
+    unpacked = struct.unpack('!QLHH', data[0:16])
+    time_demux = (unpacked[0] % 4) >> 1
+    timestamp = unpacked[0] - (unpacked[0] % 4)
+    offset = unpacked[1] + (time_demux * NWORDS*4)
     xeng_id = unpacked[2]
     payload_len = unpacked[3]
     if wait: 
         start = time.time()
+        this_window = timestamp
     if (not wait) or (offset == 0):
         n += 1
         wait = False
-        print timestamp, offset, xeng_id, payload_len
+        #print timestamp, offset, xeng_id, payload_len
         #print dout[256*packet_num:256*(packet_num+1)].shape
-        #print len(unpacked[4:])
-        #dout[offset/4:(offset+PAYLOAD_LEN)/4] = np.fromstring(data[16:], dtype='>i')
-        if (offset == max_offset):
+        #print len(data[16:])
+        #print dout.shape, offset/4, (offset+PAYLOAD_LEN)/4, dout[offset/4:(offset+PAYLOAD_LEN)/4].shape, np.fromstring(data[16:], dtype='>i').shape
+        dout[offset/4:(offset+PAYLOAD_LEN)/4] = np.fromstring(data[16:], dtype='>i')
+        if  (timestamp != this_window):
+            print timestamp, this_window
             stop = time.time()
             print "%d packets received in %.2f seconds" % (n, stop - start)
             n = 0
             start = stop
+            break
 
 
 print "%d packets received in %.2f seconds" % (n, stop - start)
diff --git a/src/check_catcher_dump.py b/src/check_catcher_dump.py
new file mode 100644
index 00000000..d77fa2db
--- /dev/null
+++ b/src/check_catcher_dump.py
@@ -0,0 +1,37 @@
+import numpy as np
+
+NANTS = 192
+NCHANS = 8192 / 4 * 3 / 4
+NXENG = 16
+NWORDS = 2 * NANTS * (NANTS+1) / 2 * 4 * NCHANS
+NBL = (NANTS * (NANTS+1)) / 2
+
+def get_bl_order(n_ants):
+    """
+    Return the order of baseline data output by a CASPER correlator
+    X engine.
+    
+    Extracted from the corr package -- https://github.com/ska-sa/corr
+    """
+    order1, order2 = [], []
+    for i in range(n_ants):
+        for j in range(int(n_ants/2),-1,-1):
+            k = (i-j) % n_ants
+            if i >= k: order1.append((k, i))
+            else: order2.append((i, k))
+    order2 = [o for o in order2 if o not in order1]
+    return tuple([o for o in order1 + order2])
+
+with open("/tmp/packet.bin", "r") as fh:
+    x = np.fromstring(fh.read(), dtype='>i')
+
+bl_order = get_bl_order(NANTS)
+x = x.reshape(2, NCHANS, NBL, 4, 2)
+
+print np.all(x==0)
+
+for bn, bl in enumerate(bl_order):
+    r = x[0,:,bn,0,0]
+    i = x[0,:,bn,0,1]
+    if not (np.all(r==0) and np.all(i==0)):
+        print bl[0], bl[1], r, i

From 020bc754f706d8edb5bce8759476da9cacfe429c Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 17 Oct 2018 01:41:40 +0000
Subject: [PATCH 112/420] Fix offset calculations

---
 src/catcher.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/src/catcher.py b/src/catcher.py
index 9f6eb07d..491132c2 100644
--- a/src/catcher.py
+++ b/src/catcher.py
@@ -9,6 +9,7 @@
 NCHANS = 8192 / 4 * 3 / 4
 NXENG = 16
 NWORDS = 2 * NANTS * (NANTS+1) / 2 * 4 * NCHANS
+NWORDS_PER_XENG = NWORDS / NXENG
 
 PAYLOAD_LEN = 4096
 BYTES_PER_PACKET = PAYLOAD_LEN + 16
@@ -24,7 +25,7 @@
 
 sock.bind(("10.80.40.251", 10000))
 
-dout = np.zeros(2*NWORDS, dtype=np.int32)
+dout = np.ones(2*NWORDS, dtype=np.int32) * -1
 
 n = 0
 wait = True
@@ -34,8 +35,8 @@
     unpacked = struct.unpack('!QLHH', data[0:16])
     time_demux = (unpacked[0] % 4) >> 1
     timestamp = unpacked[0] - (unpacked[0] % 4)
-    offset = unpacked[1] + (time_demux * NWORDS*4)
     xeng_id = unpacked[2]
+    offset = 4*xeng_id*NWORDS_PER_XENG + unpacked[1]
     payload_len = unpacked[3]
     if wait: 
         start = time.time()
@@ -61,5 +62,5 @@
 
 print "Dumping packet to disk"
 with open("/tmp/packet.bin", "w") as fh:
-    fh.write(dout.tostring())
+    fh.write(dout.tostring()) #This is native (probably little) endian!!
 

From be9a06f86b3b9ea028fc664914a18d2870c27fae Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Wed, 17 Oct 2018 12:37:31 -0700
Subject: [PATCH 113/420] Make some changes to uvh5 metadata

---
 src/hera_make_hdf5_template.py | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/src/hera_make_hdf5_template.py b/src/hera_make_hdf5_template.py
index c92e62f5..96148cc7 100644
--- a/src/hera_make_hdf5_template.py
+++ b/src/hera_make_hdf5_template.py
@@ -1,5 +1,6 @@
 #!/usr/bin/env python
 
+from __future__ import print_function, division, absolute_import
 import h5py
 import sys
 import numpy as np
@@ -15,7 +16,7 @@ def get_bl_order(n_ants):
     """
     order1, order2 = [], []
     for i in range(n_ants):
-        for j in range(int(n_ants/2),-1,-1):
+        for j in range(int(n_ants//2),-1,-1):
             k = (i-j) % n_ants
             if i >= k: order1.append((k, i))
             else: order2.append((i, k))
@@ -35,9 +36,9 @@ def get_cm_info():
     return h.get_cminfo_correlator()
 
 def get_antpos_enu(antpos, lat, lon, alt):
-    import pyuvdata
-    ecef = pyuvdata.ECEF_from_rotECEF(antpos, lon)
-    enu  = pyuvdata.ENU_from_ECEF(ecef, lat, lon, alt)
+    import pyuvdata.utils as uvutils
+    ecef = uvutils.ECEF_from_rotECEF(antpos, lon)
+    enu  = uvutils.ENU_from_ECEF(ecef, lat, lon, alt)
     return enu
 
 def create_header(h5, use_cm=False):
@@ -59,7 +60,7 @@ def create_header(h5, use_cm=False):
     INSTRUMENT = "HERA"
     NANTS_DATA = 192
     NANTS = 352
-    NCHANS = 2048 / 4. * 3
+    NCHANS = int(2048 // 4 * 3)
     ANT_DIAMETER = 14.0
     INT_TIME = 10.0
     bls = np.array(get_bl_order(NANTS_DATA))
@@ -71,7 +72,7 @@ def create_header(h5, use_cm=False):
     header.create_dataset("Nbls",   dtype="<i8", data=n_bls)
     header.create_dataset("Nblts",  dtype="<i8", data=0) # updated by receiver when file is closed
     header.create_dataset("Nfreqs", dtype="<i8", data=NCHANS)
-    header.create_dataset("Npols",  dtype="<i8", data=2)
+    header.create_dataset("Npols",  dtype="<i8", data=4)
     header.create_dataset("Nspws",  dtype="<i8", data=1)
     header.create_dataset("Ntimes", dtype="<i8", data=0) # updated by receiver when file is closed
     header.create_dataset("corr_bl_order", dtype="<i8", data=bls)
@@ -103,8 +104,8 @@ def create_header(h5, use_cm=False):
             ant_pos_enu[i] = cminfo["antenna_positions_enu"][n]
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=ant_names)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=ant_nums)
-        header.create_dataset("antenna_positions",   dtype="<i8", shape=(NANTS_DATA,3), data=ant_pos)
-        header.create_dataset("antenna_positions_enu",   dtype="<i8", shape=(NANTS_DATA,3), data=ant_pos_enu)
+        header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos)
+        header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos_enu)
         header.create_dataset("latitude",    dtype="<f8", data=cminfo["cofa_lat"])
         header.create_dataset("longitude",   dtype="<f8", data=cminfo["cofa_lon"])
     else:

From 051c52b3e3b8e08ed42547f1cf66a5a1b25fb28d Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Thu, 18 Oct 2018 12:06:30 -0700
Subject: [PATCH 114/420] Remove unhelpful comments

And make single-byte pointer calculation
consistent with 32-byte calculation.

Remove misc commented #defines from databuf.h
---
 src/paper_databuf.h    |  6 +-----
 src/paper_fluff_test.c | 12 ++++++------
 2 files changed, 7 insertions(+), 11 deletions(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 0b450c16..fdb83755 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -145,18 +145,14 @@ typedef uint8_t paper_input_header_cache_alignment[
 // Computes paper_input_databuf_t data word (uint64_t) offset for complex data
 // word corresponding to the given parameters for HERA F engine packets.
 
-//#define paper_input_databuf_data_idx(m,a,c,t) \ //foo
-//  (((((m * Na + a) * (Nc) + c)*Nt + t) * 2) / sizeof(uint64_t))
 #define paper_input_databuf_data_idx(m,a,c,t) \
   ((((m) * Na*Nc*Nt*Np) + ((a) * Nc*Nt*Np) + ((c)*Nt*Np) + ((t)*Np)) / sizeof(uint64_t))
 
 #define paper_input_databuf_data_idx8(m,a,p,c,t) \
-  (((m) * Na*Nc*Nt*Np) + ((a) * Nc*Nt*Np) + ((c)*Nt*Np) + ((t)*Np) + (p))
+  ((((((m) * Na) + (a))*Nc + (c))*Nt + (t))*Np + p)
 
 #define paper_input_databuf_data_idx256(m,a,c,t) \
   ((((((m) * Na) + (a))*Nc + (c))*Nt + (t))*Np / sizeof(__m256i))
-  //((((m) * Na*Nc*Nt*Np) + ((a) * Nc*Nt*Np) + ((c)*Nt*Np) + ((t)*Np)) / sizeof(__m256i))
-//TODO  (((((m * Na + a) * (Nc) + c)*Nt + t) * N_INPUTS_PER_PACKET) / sizeof(uint64_t))
 
 typedef struct paper_input_block {
   paper_input_header_t header;
diff --git a/src/paper_fluff_test.c b/src/paper_fluff_test.c
index 78200670..5e475964 100644
--- a/src/paper_fluff_test.c
+++ b/src/paper_fluff_test.c
@@ -16,7 +16,7 @@
 void fluff_check_random()
 {
   /*
-  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  The in-buffer order is time[Nm] x antenna x channel x time[Nt] x pol x complexity
   Each real+imag sample is 8-bits
   Make a test input vector to test each of these elements:
   complexity-test : all real parts 1, all imag parts 2
@@ -93,7 +93,7 @@ void fluff_check_random()
 void fluff_check_complexity()
 {
   /*
-  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  The in-buffer order is time[Nm] x antenna x channel x time[Nt] x pol x complexity
   Each real+imag sample is 8-bits
   Make a test input vector to test each of these elements:
   complexity-test : all real parts 1, all imag parts 2
@@ -150,7 +150,7 @@ void fluff_check_complexity()
 void fluff_check_pol()
 {
   /*
-  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  The in-buffer order is time[Nm] x antenna x channel x time[Nt] x pol x complexity
   Each real+imag sample is 8-bits
   Make a test input vector to test each of these elements:
   complexity-test : all real parts 1, all imag parts 2
@@ -206,7 +206,7 @@ void fluff_check_pol()
 void fluff_check_time()
 {
   /*
-  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  The in-buffer order is time[Nm] x antenna x channel x time[Nt] x pol x complexity
   Each real+imag sample is 8-bits
   Make a test input vector to test each of these elements:
   complexity-test : all real parts 1, all imag parts 2
@@ -261,7 +261,7 @@ void fluff_check_time()
 void fluff_check_ant()
 {
   /*
-  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  The in-buffer order is time[Nm] x antenna x channel x time[Nt] x pol x complexity
   Each real+imag sample is 8-bits
   Make a test input vector to test each of these elements:
   complexity-test : all real parts 1, all imag parts 2
@@ -329,7 +329,7 @@ void fluff_check_ant()
 void fluff_check_chan()
 {
   /*
-  The in-buffer order is time[Nm] x antenna x pol x channel x time[Nt] x complexity
+  The in-buffer order is time[Nm] x antenna x channel x time[Nt] x pol x complexity
   Each real+imag sample is 8-bits
   Make a test input vector to test each of these elements:
   complexity-test : all real parts 1, all imag parts 2

From e228a244ef8b6d939ea3ab4fb267e0e3e0a8c812 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 18 Oct 2018 21:16:23 +0000
Subject: [PATCH 115/420] Take conjugate of data *AFTER* byteswap

The other way round...won't work.
This bug has appeared now the data output are int32,
for floating-point output (as in the PAPER correlator), the
CONVERT macro didn't include a byteswap
---
 src/hera_gpu_output_thread.c  | 12 ++++++------
 src/paper_gpu_output_thread.c |  8 ++++----
 2 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index 7b8ee887..ad6a2746 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -397,15 +397,15 @@ static void *run(hashpipe_thread_args_t * args)
             off_t idx_regtile = idx_map[baseline];
             for(sum_chan=0; sum_chan<XENG_CHAN_SUM; sum_chan++) {
               if (sum_chan == 0) {
-                re = CONVERT(pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile]);
-                im = CONVERT(pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile]);
+                re = pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
+                im = pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
               } else {
-                re += CONVERT(pf_re[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile]);
-                im += CONVERT(pf_im[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile]);
+                re += pf_re[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile];
+                im += pf_im[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile];
               }
             }
-            *p_out++ = re;
-            *p_out++ = -im; // Conjugate data to match downstream expectations
+            *p_out++ = CONVERT(re);
+            *p_out++ = CONVERT(-im); // Conjugate to match downstream expectations.
             nbytes += 2*sizeof(pktdata_t);
             if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
               int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0);
diff --git a/src/paper_gpu_output_thread.c b/src/paper_gpu_output_thread.c
index 6e03a13a..f59f1187 100644
--- a/src/paper_gpu_output_thread.c
+++ b/src/paper_gpu_output_thread.c
@@ -392,10 +392,10 @@ static void *run(hashpipe_thread_args_t * args)
           gpu_chan = casper_chan;
           for(baseline=0; baseline<N_CASPER_COMPLEX_PER_CHAN; baseline++) {
             off_t idx_regtile = idx_map[baseline];
-            pktdata_t re = CONVERT(pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile]);
-            pktdata_t im = CONVERT(pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile]);
-            *p_out++ = re;
-            *p_out++ = -im; // Conjugate data to match downstream expectations
+            pktdata_t re = pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
+            pktdata_t im = pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
+            *p_out++ = CONVERT(re);
+            *p_out++ = CONVERT(-im); // Conjugate data to match downstream expectations
             nbytes += 2*sizeof(pktdata_t);
             if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
               int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0);

From e2b7712ce73485f4154d22743760355480efea5e Mon Sep 17 00:00:00 2001
From: Jack <jackh@berkeley>
Date: Mon, 29 Oct 2018 15:12:49 -0700
Subject: [PATCH 116/420] Add correlator stop command

---
 src/hera_cmd_handler.py | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/src/hera_cmd_handler.py b/src/hera_cmd_handler.py
index 7a0dc3eb..05f55186 100755
--- a/src/hera_cmd_handler.py
+++ b/src/hera_cmd_handler.py
@@ -14,6 +14,10 @@ def start_capture(starttime, duration, acclen, flags):
     proc = Popen(["hera_ctl.py", "start", "-n", "%d" % acclen, "-t", "%f" % starttime])
     proc.wait()
 
+def stop_capture():
+    proc = Popen(["hera_ctl.py", "stop"])
+    proc.wait()
+
 def cmd_handler(r, message, testmode=False):
     d = json.loads(message)
     command = d["command"]
@@ -27,6 +31,9 @@ def cmd_handler(r, message, testmode=False):
         start_capture(args["starttime"], args["duration"], args["acclen"], args["tag"])
         starttime = float(r["corr:trig_time"])
         send_response(r, command, time, starttime=starttime)
+    elif command == "stop":
+        stop_capture()
+        send_response(r, command, time)
 
 if __name__ == "__main__":
     parser = argparse.ArgumentParser(description='Process commands from the corr:message redis channel.',

From fdb9ad6eb3618b12650233a5ec7743111ac41c58 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 30 Oct 2018 22:55:21 +0000
Subject: [PATCH 117/420] Speed up catcher

---
 src/catcher.py | 32 +++++++++++++++-----------------
 1 file changed, 15 insertions(+), 17 deletions(-)

diff --git a/src/catcher.py b/src/catcher.py
index 491132c2..b1d64861 100644
--- a/src/catcher.py
+++ b/src/catcher.py
@@ -20,47 +20,45 @@
 print "Expecting %d packets" % NPACKETS
 
 sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
-sock.setsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF, 80000000)
+sock.setsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF, 800000000)
 print sock.getsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF)
 
 sock.bind(("10.80.40.251", 10000))
 
-dout = np.ones(2*NWORDS, dtype=np.int32) * -1
+dout = np.ones([NXENG*2, NWORDS_PER_XENG], dtype=np.int32) * -1
 
 n = 0
 wait = True
 start = time.time()
 while True:
     data = sock.recv(BYTES_PER_PACKET)
-    unpacked = struct.unpack('!QLHH', data[0:16])
-    time_demux = (unpacked[0] % 4) >> 1
-    timestamp = unpacked[0] - (unpacked[0] % 4)
+    unpacked = struct.unpack('!QLH', data[0:14])
+    #time_demux = (unpacked[0] % 4) >> 1
+    timestamp = unpacked[0] & 0xfffffffffffffffc
     xeng_id = unpacked[2]
-    offset = 4*xeng_id*NWORDS_PER_XENG + unpacked[1]
-    payload_len = unpacked[3]
+    offset = unpacked[1]
     if wait: 
         start = time.time()
         this_window = timestamp
     if (not wait) or (offset == 0):
-        n += 1
-        wait = False
-        #print timestamp, offset, xeng_id, payload_len
-        #print dout[256*packet_num:256*(packet_num+1)].shape
-        #print len(data[16:])
-        #print dout.shape, offset/4, (offset+PAYLOAD_LEN)/4, dout[offset/4:(offset+PAYLOAD_LEN)/4].shape, np.fromstring(data[16:], dtype='>i').shape
-        dout[offset/4:(offset+PAYLOAD_LEN)/4] = np.fromstring(data[16:], dtype='>i')
         if  (timestamp != this_window):
             print timestamp, this_window
             stop = time.time()
             print "%d packets received in %.2f seconds" % (n, stop - start)
+            print "Missing %d packets" % (NPACKETS - n)
             n = 0
             start = stop
             break
+        n += 1
+        wait = False
+        #print timestamp, offset, xeng_id, payload_len
+        #print dout[256*packet_num:256*(packet_num+1)].shape
+        #print len(data[16:])
+        #print dout.shape, offset/4, (offset+PAYLOAD_LEN)/4, dout[offset/4:(offset+PAYLOAD_LEN)/4].shape, np.fromstring(data[16:], dtype='>i').shape
+        dout[xeng_id, offset>>2:(offset+PAYLOAD_LEN)>>2] = np.fromstring(data[16:], dtype='>i')
 
 
-print "%d packets received in %.2f seconds" % (n, stop - start)
-
 print "Dumping packet to disk"
 with open("/tmp/packet.bin", "w") as fh:
-    fh.write(dout.tostring()) #This is native (probably little) endian!!
+    fh.write(dout.flatten().tostring()) #This is native (probably little) endian!!
 

From 5fce90381eb774c675f057b9104f6771445e2a11 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 30 Oct 2018 23:53:42 +0000
Subject: [PATCH 118/420] Change visdata dimensions

Was time x baselines x chans x stokes
Not baseline-times x 1 x chans x stokes

The 1 is a summy dimension for spectral windows.
For the case of no baseline-dependent averaging, this is essentially
the same data ordering.
---
 src/hera_catcher_disk_thread.c | 25 ++++++++++++++++---------
 1 file changed, 16 insertions(+), 9 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 9ecc2dcc..2349141a 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -111,9 +111,9 @@ see https://gist.github.com/simleb/5205083/
 # define FILTER_H5_BITSHUFFLE 32008
 static void make_extensible_hdf5(hdf5_id_t *id)
 {
-    hsize_t dims[N_DATA_DIMS] = {0, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
-    hsize_t max_dims[N_DATA_DIMS] = {16, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
-    hsize_t chunk_dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
+    hsize_t dims[N_DATA_DIMS] = {0 * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 1,  N_CHAN_PROCESSED, N_STOKES};
+    hsize_t max_dims[N_DATA_DIMS] = {16 * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 1, N_CHAN_PROCESSED, N_STOKES};
+    hsize_t chunk_dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};
 
     hid_t file_space = H5Screate_simple(N_DATA_DIMS, dims, max_dims);
     hid_t plist = H5Pcreate(H5P_DATASET_CREATE);
@@ -300,8 +300,12 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     H5Dclose(dataset_id);
 }
 
+/* Extend the datasets with data-like dimensions,
+ * i.e. Nblts x 1 x N_CHANS x N_STOKES.
+ * Extend by VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES
+ */
 static void extend_datasets(hdf5_id_t *id, int n) {
-    hsize_t dims[N_DATA_DIMS] = {n, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, N_CHAN_PROCESSED, N_STOKES};
+    hsize_t dims[N_DATA_DIMS] = {n * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 1, N_CHAN_PROCESSED, N_STOKES};
     H5Dset_extent(id->visdata_did, dims);
     H5Dset_extent(id->flags_did, dims);
     H5Dset_extent(id->nsamples_did, dims);
@@ -339,12 +343,13 @@ static void close_filespaces(hdf5_id_t *id) {
 
 
 /*
-Write an n_baselines x n_stokes data block to dataset `id` at time position `t`, channel number `c`
+ * Write an n_baselines x N_CHAN_PROCESSED x N_STOKES
+ * data block to dataset `id` at time position `txn_baselines`
 */
 static void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space, uint64_t *visdata_buf)
 {
-    hsize_t start[N_DATA_DIMS] = {t, b, 0, 0};
-    hsize_t count[N_DATA_DIMS] = {1, N_BL_PER_WRITE, N_CHAN_PROCESSED, N_STOKES};
+    hsize_t start[N_DATA_DIMS] = {t*VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES + b, 0, 0, 0};
+    hsize_t count[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};
     H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
     H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf);
 }
@@ -618,11 +623,13 @@ static void *run(hashpipe_thread_args_t * args)
 
     // Allocate an array of bools for flags and n_samples
     hbool_t *flags = (hbool_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(hbool_t));
+    //TODO flags never get written
     uint64_t *nsamples = (uint64_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED* sizeof(uint64_t));
+    //TODO nsamples never gets written
 
     // Define the memory space used by these buffers for HDF5 access
-    // We write 1 baseline-time at a time
-    hsize_t dims[N_DATA_DIMS] = {1, N_BL_PER_WRITE, N_CHAN_PROCESSED, N_STOKES};
+    // We write N_BL_PER_WRITE x 1[spw] x N_CHAN_PROCESSED x N_STOKES at a time
+    hsize_t dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};
     hid_t mem_space = H5Screate_simple(N_DATA_DIMS, dims, NULL);
     // Memory spaces to Nblts-element header vectors
     hsize_t dims1[DIM1] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};

From 3478721ccb32e85245c006af5c57c1d646d78ffc Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 31 Oct 2018 00:13:21 +0000
Subject: [PATCH 119/420] Make range of freq_array 187.5 MHz

Which is correct if the correlator is processing chans 0 - 6144
For any other situation, the header array should be generated by interrogating
the currently running configuration.
---
 src/hera_make_hdf5_template.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_make_hdf5_template.py b/src/hera_make_hdf5_template.py
index 96148cc7..94bd6bdc 100644
--- a/src/hera_make_hdf5_template.py
+++ b/src/hera_make_hdf5_template.py
@@ -81,7 +81,7 @@ def create_header(h5, use_cm=False):
     #header.create_dataset("ant_2_array", dtype="<i8", data=bls[:,1])
     header.create_dataset("antenna_diameters", dtype="<f8", data=ANT_DIAMETER)
     header.create_dataset("channel_width",     dtype="<f8", data=250e6 / (NCHANS / 3 * 4))
-    header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=np.linspace(0, 250e6, NCHANS))
+    header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=np.linspace(0, 187.5e6, NCHANS)) #TODO Get from config
     header.create_dataset("history",   data="%s: Template file created\n" % time.ctime())
     header.create_dataset("instrument", data=INSTRUMENT)
     #header.create_dataset("integration_time", dtype="<f8", data=INT_TIME)

From 80e4b1cb27b36a00bf38ae6f65a3eec0c9829cc9 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Fri, 2 Nov 2018 09:07:06 -0700
Subject: [PATCH 120/420] Fix up metadata some more

---
 src/hera_catcher_disk_thread.c | 18 +++++++++++++++--
 src/hera_make_hdf5_template.py | 36 ++++++++++++++++++----------------
 2 files changed, 35 insertions(+), 19 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 2349141a..a2d1ad7f 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -39,7 +39,15 @@
 #define N_CHAN_PROCESSED (N_CHAN_TOTAL / (CATCHER_CHAN_SUM * XENG_CHAN_SUM))
 #define N_BL_PER_WRITE (193)
 
+#define CPTR(VAR,CONST) ((VAR)=(CONST),&(VAR))
+
 static hid_t complex_id;
+static hid_t boolean_id, boolenumtype;
+
+typedef enum {
+    FALSE = 0,
+    TRUE
+} bool;
 
 typedef struct {
     double e;
@@ -134,13 +142,13 @@ static void make_extensible_hdf5(hdf5_id_t *id)
         pthread_exit(NULL);
     }
 
-    id->nsamples_did = H5Dcreate(id->data_gid, "nsamples", H5T_STD_I64LE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    id->nsamples_did = H5Dcreate(id->data_gid, "nsamples", H5T_IEEE_F32LE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
     if (id->nsamples_did < 0) {
         hashpipe_error(__FUNCTION__, "Failed to create nsamples dataset");
         pthread_exit(NULL);
     }
 
-    id->flags_did = H5Dcreate(id->data_gid, "flags", H5T_NATIVE_HBOOL, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    id->flags_did = H5Dcreate(id->data_gid, "flags", boolean_id, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
     if (id->flags_did < 0) {
         hashpipe_error(__FUNCTION__, "Failed to create flags dataset");
         pthread_exit(NULL);
@@ -546,6 +554,12 @@ static int init(hashpipe_thread_args_t *args)
     complex_id = H5Tcreate(H5T_COMPOUND, 8);
     H5Tinsert(complex_id, "r", 0, H5T_STD_I32LE);
     H5Tinsert(complex_id, "i", 4, H5T_STD_I32LE);
+
+    // generate the boolean data type
+    boolenumtype = H5Tcreate(H5T_ENUM, sizeof(bool));
+    H5Tenum_insert(boolenumtype, "FALSE", CPTR(val, FALSE ));
+    H5Tenum_insert(boolenumtype, "TRUE",  CPTR(val, TRUE  ));
+    H5Tinsert(boolean_id, "FLAG", 0, boolenumtype);
     return 0;
 }
 
diff --git a/src/hera_make_hdf5_template.py b/src/hera_make_hdf5_template.py
index 94bd6bdc..930d670f 100644
--- a/src/hera_make_hdf5_template.py
+++ b/src/hera_make_hdf5_template.py
@@ -65,6 +65,8 @@ def create_header(h5, use_cm=False):
     INT_TIME = 10.0
     bls = np.array(get_bl_order(NANTS_DATA))
     n_bls = len(bls)
+    channel_width = 250e6 / (NCHANS / 3 * 4)
+    freqs = np.linspace(0, 187.5e6, NCHANS) + channel_width / 2
 
     header = h5.create_group("Header")
     header.create_dataset("Nants_data", dtype="<i8", data=NANTS_DATA)
@@ -79,41 +81,41 @@ def create_header(h5, use_cm=False):
     # The ant_[1|2]_arrays are added by the receiver, since they have dimensions of Nblts
     #header.create_dataset("ant_1_array", dtype="<i8", data=bls[:,0])
     #header.create_dataset("ant_2_array", dtype="<i8", data=bls[:,1])
-    header.create_dataset("antenna_diameters", dtype="<f8", data=ANT_DIAMETER)
-    header.create_dataset("channel_width",     dtype="<f8", data=250e6 / (NCHANS / 3 * 4))
-    header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=np.linspace(0, 187.5e6, NCHANS)) #TODO Get from config
-    header.create_dataset("history",   data="%s: Template file created\n" % time.ctime())
-    header.create_dataset("instrument", data=INSTRUMENT)
+    header.create_dataset("antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS)
+    header.create_dataset("channel_width",     dtype="<f8", data=channel_width)
+    header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=freqs) #TODO Get from config
+    header.create_dataset("history",   data=np.string_("%s: Template file created\n" % time.ctime()))
+    header.create_dataset("instrument", data=np.string_(INSTRUMENT))
     #header.create_dataset("integration_time", dtype="<f8", data=INT_TIME)
-    header.create_dataset("object_name", data="zenith")
-    header.create_dataset("phase_type",  data="drift")
+    header.create_dataset("object_name", data=np.string_("zenith"))
+    header.create_dataset("phase_type",  data=np.string_("drift"))
     header.create_dataset("polarization_array", dtype="<i8", data=[-5, -6, -7, -8])
-    header.create_dataset("spw_array",      dtype="<i8", data=0)
-    header.create_dataset("telescope_name", data="HERA")
-    header.create_dataset("vis_units",  data="uncalib")
+    header.create_dataset("spw_array",      dtype="<i8", data=[0])
+    header.create_dataset("telescope_name", data=np.string_("HERA"))
+    header.create_dataset("vis_units",  data=np.string_("UNCALIB"))
     if use_cm:
         header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
-        ant_pos = np.zeros([NANTS_DATA,3], dtype=np.int64)
-        ant_pos_enu = np.zeros([NANTS_DATA,3], dtype=np.int64)
+        ant_pos = np.zeros([NANTS,3], dtype=np.int64)
+        ant_pos_enu = np.zeros([NANTS,3], dtype=np.int64)
         ant_names = ["NONE"]*NANTS
         ant_nums = [-1]*NANTS
         for n, i in enumerate(cminfo["antenna_numbers"]):
             ant_pos[i]     = cminfo["antenna_positions"][n]
-            ant_names[i]   = cminfo["antenna_names"][n].encode()
+            ant_names[i]   = np.string_(cminfo["antenna_names"][n])
             ant_nums[i]    = cminfo["antenna_numbers"][n]
             ant_pos_enu[i] = cminfo["antenna_positions_enu"][n]
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=ant_names)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=ant_nums)
-        header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos)
-        header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos_enu)
+        header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS,3), data=ant_pos)
+        header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS,3), data=ant_pos_enu)
         header.create_dataset("latitude",    dtype="<f8", data=cminfo["cofa_lat"])
         header.create_dataset("longitude",   dtype="<f8", data=cminfo["cofa_lon"])
     else:
         header.create_dataset("altitude",    dtype="<f8", data=0.0)
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=range(NANTS))
-        header.create_dataset("antenna_positions",   dtype="<i8", shape=(NANTS_DATA,3), data=np.zeros([NANTS_DATA,3]))
-        header.create_dataset("antenna_positions_enu",   dtype="<i8", shape=(NANTS_DATA,3), data=np.zeros([NANTS_DATA,3]))
+        header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
+        header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
         header.create_dataset("latitude",    dtype="<f8", data=0.0)
         header.create_dataset("longitude",   dtype="<f8", data=0.0)
 

From 59385a13f8022d3b887f8f5ee45a6caabd2a039b Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 4 Nov 2018 21:51:05 +0000
Subject: [PATCH 121/420] Make executable

---
 src/catcher_up.py | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 mode change 100644 => 100755 src/catcher_up.py

diff --git a/src/catcher_up.py b/src/catcher_up.py
old mode 100644
new mode 100755

From 7fc0ccc255f53635badac44a0a1f8189a434a6ac Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 4 Nov 2018 21:51:37 +0000
Subject: [PATCH 122/420] Add eth5 stats

---
 print-nic-stats.sh | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/print-nic-stats.sh b/print-nic-stats.sh
index f2d9802f..82c6c28f 100755
--- a/print-nic-stats.sh
+++ b/print-nic-stats.sh
@@ -4,3 +4,7 @@ ethtool -S eth3 | grep rx_dropped
 ethtool -S eth3 | grep vport_dropped
 ethtool -S eth3 | grep rx_fifo_errors
 ethtool -S eth3 | grep rx_missed_errors
+ethtool -S eth5 | grep rx_dropped
+ethtool -S eth5 | grep vport_dropped
+ethtool -S eth5 | grep rx_fifo_errors
+ethtool -S eth5 | grep rx_missed_errors

From 7503f17648542c99b4ba5bdd68c91fc6319039c5 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 4 Nov 2018 21:52:11 +0000
Subject: [PATCH 123/420] Tweak buffer sizes

---
 scripts/tweak-perf-sn.sh | 34 ++++++++++++++++++++++++++++++++++
 1 file changed, 34 insertions(+)
 create mode 100755 scripts/tweak-perf-sn.sh

diff --git a/scripts/tweak-perf-sn.sh b/scripts/tweak-perf-sn.sh
new file mode 100755
index 00000000..885f9fcd
--- /dev/null
+++ b/scripts/tweak-perf-sn.sh
@@ -0,0 +1,34 @@
+#! /bin/bash
+
+# Set high performance mode
+for i in `ls /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor`; do echo performance > $i; done
+
+# Set mtu
+ifconfig eth3 mtu 4500
+
+# Turn on pause requests
+ethtool -A eth3 rx on
+
+# Kernel buffer sizes
+sysctl net.core.rmem_max=83886080
+sysctl net.core.rmem_default=8388608
+
+# Kill packets before the IP stack
+iptables -t raw -A PREROUTING -i eth3 -p udp -j DROP
+
+# Set interrupt coalescing
+ethtool -C eth3 adaptive-rx off
+ethtool -C eth3 rx-frames 8
+ethtool -C eth3 rx-usecs 0
+
+# Set ring sizes to max
+ethtool -G eth3 rx 8192
+
+# Set Receiver Side Steering
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.110 m 0.0.0.0 action 4 loc 1
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 5 loc 2
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 6 loc 3
+#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 7 loc 4
+ethtool -U eth3 flow-type udp4 src-ip 10.80.40.1 m 255.255.255.255 action 1 loc 1
+
+

From 2a7a2b082704d679aa2f6cdced25cf5f9e9e386d Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 4 Nov 2018 22:01:51 +0000
Subject: [PATCH 124/420] Move scripts to a dedicated directory

---
 {src => scripts}/catcher.py                 |   0
 {src => scripts}/catcher_down.sh            |   0
 {src => scripts}/catcher_init.sh            |   0
 {src => scripts}/catcher_up.py              |   0
 {src => scripts}/check_catcher_dump.py      |   0
 {src => scripts}/gen_fake_corr_output.py    |   0
 {src => scripts}/hera_cmd_handler.py        |   0
 {src => scripts}/hera_ctl.py                |   0
 {src => scripts}/hera_make_hdf5_template.py |   0
 {src => scripts}/paper_crc_init.sh          |   0
 {src => scripts}/paper_init.sh              |   0
 {src => scripts}/tweak-perf.sh              |   0
 {src => scripts}/xtor_down.sh               |   0
 {src => scripts}/xtor_up.py                 |   0
 src/Makefile.am                             |  20 ++--
 src/xtor_up.sh                              | 105 --------------------
 tweak-perf-sn.sh                            |  34 -------
 17 files changed, 10 insertions(+), 149 deletions(-)
 rename {src => scripts}/catcher.py (100%)
 rename {src => scripts}/catcher_down.sh (100%)
 rename {src => scripts}/catcher_init.sh (100%)
 rename {src => scripts}/catcher_up.py (100%)
 rename {src => scripts}/check_catcher_dump.py (100%)
 rename {src => scripts}/gen_fake_corr_output.py (100%)
 rename {src => scripts}/hera_cmd_handler.py (100%)
 rename {src => scripts}/hera_ctl.py (100%)
 rename {src => scripts}/hera_make_hdf5_template.py (100%)
 rename {src => scripts}/paper_crc_init.sh (100%)
 rename {src => scripts}/paper_init.sh (100%)
 rename {src => scripts}/tweak-perf.sh (100%)
 rename {src => scripts}/xtor_down.sh (100%)
 rename {src => scripts}/xtor_up.py (100%)
 delete mode 100755 src/xtor_up.sh
 delete mode 100755 tweak-perf-sn.sh

diff --git a/src/catcher.py b/scripts/catcher.py
similarity index 100%
rename from src/catcher.py
rename to scripts/catcher.py
diff --git a/src/catcher_down.sh b/scripts/catcher_down.sh
similarity index 100%
rename from src/catcher_down.sh
rename to scripts/catcher_down.sh
diff --git a/src/catcher_init.sh b/scripts/catcher_init.sh
similarity index 100%
rename from src/catcher_init.sh
rename to scripts/catcher_init.sh
diff --git a/src/catcher_up.py b/scripts/catcher_up.py
similarity index 100%
rename from src/catcher_up.py
rename to scripts/catcher_up.py
diff --git a/src/check_catcher_dump.py b/scripts/check_catcher_dump.py
similarity index 100%
rename from src/check_catcher_dump.py
rename to scripts/check_catcher_dump.py
diff --git a/src/gen_fake_corr_output.py b/scripts/gen_fake_corr_output.py
similarity index 100%
rename from src/gen_fake_corr_output.py
rename to scripts/gen_fake_corr_output.py
diff --git a/src/hera_cmd_handler.py b/scripts/hera_cmd_handler.py
similarity index 100%
rename from src/hera_cmd_handler.py
rename to scripts/hera_cmd_handler.py
diff --git a/src/hera_ctl.py b/scripts/hera_ctl.py
similarity index 100%
rename from src/hera_ctl.py
rename to scripts/hera_ctl.py
diff --git a/src/hera_make_hdf5_template.py b/scripts/hera_make_hdf5_template.py
similarity index 100%
rename from src/hera_make_hdf5_template.py
rename to scripts/hera_make_hdf5_template.py
diff --git a/src/paper_crc_init.sh b/scripts/paper_crc_init.sh
similarity index 100%
rename from src/paper_crc_init.sh
rename to scripts/paper_crc_init.sh
diff --git a/src/paper_init.sh b/scripts/paper_init.sh
similarity index 100%
rename from src/paper_init.sh
rename to scripts/paper_init.sh
diff --git a/src/tweak-perf.sh b/scripts/tweak-perf.sh
similarity index 100%
rename from src/tweak-perf.sh
rename to scripts/tweak-perf.sh
diff --git a/src/xtor_down.sh b/scripts/xtor_down.sh
similarity index 100%
rename from src/xtor_down.sh
rename to scripts/xtor_down.sh
diff --git a/src/xtor_up.py b/scripts/xtor_up.py
similarity index 100%
rename from src/xtor_up.py
rename to scripts/xtor_up.py
diff --git a/src/Makefile.am b/src/Makefile.am
index 12074e2a..9fec551e 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -50,16 +50,16 @@ paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5
 
 
 # Installed scripts
-dist_bin_SCRIPTS = paper_init.sh \
-		   paper_crc_init.sh \
-		   xtor_down.sh \
-		   xtor_up.py \
-                   catcher_init.sh \
-                   catcher_up.py \
-                   catcher_down.sh \
-                   tweak-perf.sh \
-                   hera_ctl.py \
-                   hera_make_hdf5_template.py
+dist_bin_SCRIPTS = ../scripts/paper_init.sh \
+		   ../scripts/paper_crc_init.sh \
+		   ../scripts/xtor_down.sh \
+		   ../scripts/xtor_up.py \
+                   ../scripts/catcher_init.sh \
+                   ../scripts/catcher_up.py \
+                   ../scripts/catcher_down.sh \
+                   ../scripts/tweak-perf.sh \
+                   ../scripts/hera_ctl.py \
+                   ../scripts/hera_make_hdf5_template.py
 
 # Non-installed test programs
 noinst_PROGRAMS = paper_fluff_test hera_write_hdf5
diff --git a/src/xtor_up.sh b/src/xtor_up.sh
deleted file mode 100755
index 03d7fde3..00000000
--- a/src/xtor_up.sh
+++ /dev/null
@@ -1,105 +0,0 @@
-#!/bin/bash
-
-show_help_and_exit() {
-cat <<.
-Script to bring up the HERA correlator X-engines.  Assumes that correlator is
-completely down (e.g. after power up or after running xtor_down.sh).
-
-Usage: xtor_up.sh 
-.
-exit $1
-}
-
-paper_init=paper_init.sh
-perf_tweaker=tweak-perf.sh
-xc=X
-
-while getopts :fxcm:h-: opt
-do
-  case $opt in
-    h)
-      show_help_and_exit 0
-      ;;
-    -)
-      if [ $OPTARG == 'help' ]
-      then
-        show_help_and_exit 0
-      else
-        echo Invalid option: --$OPTARG
-        show_help_and_exit 1
-      fi
-      ;;
-    ?)
-      echo Invalid option: -$OPTARG
-      show_help_and_exit 1
-      ;;
-  esac
-done
-shift $((OPTIND-1))
-
-# If no slices were given, do slices 1..16
-if [ $# -eq 0 ]
-then
-  set {1..16}
-fi
-
-xhosts=$(echo "$@" | sed 's/^/px/;s/ / px/g')
-
-# Run performance tweaking script
-echo Running performance tweaking script on $xhosts
-for x in $xhosts
-do
-  ssh root@$x ${perf_tweaker} &
-done
-
-wait
-
-# Start X engines
-echo Starting $xc Engine instances on $xhosts
-for x in $xhosts
-do
-  ssh $x ${paper_init} 0 1 &
-done
-
-wait
-
-# Start hashpipe-redis gateways
-echo Starting hashpipe-redis gateways on $xhosts
-for x in $xhosts
-do
-  # Start two gateways on each host: one gateway per NUMA node, one instance
-  # per gateway.  The gateways run on the OS core (7 or 15)
-  ssh $x "
-    taskset 0x0080 hashpipe_redis_gateway.rb -g $x -i 0;
-    taskset 0x8000 hashpipe_redis_gateway.rb -g $x -i 1;
-  "
-done
-
-# Let the gateways come up
-sleep 1
-
-# Turn off HOLD flag on all instances
-echo Enabling all X Engine network threads
-for i in 1 0
-do
-  for x in $xhosts
-  do
-    redis-cli -h redishost publish hashpipe://$x/$i/set NETHOLD=0 > /dev/null
-  done
-done
-
-sleep 1
-
-# Reset all NET{WAT,REC,PRC}M{N,X} counters
-echo Resetting all network stats counters
-for i in 1 0
-do
-  for x in $xhosts
-  do
-    for k in NET{WAT,REC,PRC}
-    do
-      redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MN=99999 > /dev/null
-      redis-cli -h redishost publish hashpipe://$x/$i/set ${k}MX=0 > /dev/null
-    done
-  done
-done
diff --git a/tweak-perf-sn.sh b/tweak-perf-sn.sh
deleted file mode 100755
index bfb32a83..00000000
--- a/tweak-perf-sn.sh
+++ /dev/null
@@ -1,34 +0,0 @@
-#! /bin/bash
-
-# Set high performance mode
-for i in `ls /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor`; do echo performance > $i; done
-
-# Set mtu
-ifconfig eth3 mtu 9000
-
-# Turn on pause requests
-ethtool -A eth3 rx on
-
-# Kernel buffer sizes
-sysctl net.core.rmem_max=8388608
-sysctl net.core.rmem_default=8388608
-
-# Kill packets before the IP stack
-iptables -t raw -A PREROUTING -i eth3 -p udp -j DROP
-
-# Set interrupt coalescing
-ethtool -C eth3 adaptive-rx off
-ethtool -C eth3 rx-frames 8
-ethtool -C eth3 rx-usecs 0
-
-# Set ring sizes to max
-ethtool -G eth3 rx 8192
-
-# Set Receiver Side Steering
-#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.110 m 0.0.0.0 action 4 loc 1
-#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 5 loc 2
-#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 6 loc 3
-#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 7 loc 4
-ethtool -U eth3 flow-type udp4 src-ip 10.80.40.1 m 255.255.255.255 action 1 loc 1
-
-

From 4578026ad57396b33c886da22438f5c4b470eae0 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 4 Nov 2018 22:02:40 +0000
Subject: [PATCH 125/420] Remove whitespace

---
 scripts/tweak-perf-sn.sh | 2 --
 1 file changed, 2 deletions(-)

diff --git a/scripts/tweak-perf-sn.sh b/scripts/tweak-perf-sn.sh
index 885f9fcd..0a595fdb 100755
--- a/scripts/tweak-perf-sn.sh
+++ b/scripts/tweak-perf-sn.sh
@@ -30,5 +30,3 @@ ethtool -G eth3 rx 8192
 #ethtool -U eth3 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 6 loc 3
 #ethtool -U eth3 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 7 loc 4
 ethtool -U eth3 flow-type udp4 src-ip 10.80.40.1 m 255.255.255.255 action 1 loc 1
-
-

From 761e81de76b43052d1b785a246e0c4f6eb28b15d Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 4 Nov 2018 23:05:14 +0000
Subject: [PATCH 126/420] Write software version to HDF5 file

---
 src/hera_catcher_disk_thread.c | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 2349141a..fecc1687 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -263,6 +263,7 @@ static hid_t open_hdf5_from_template(char * sourcename, char * destname)
 
 static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t) {
     hid_t dataset_id;
+    char ver[32] = GIT_VERSION;
 
     id->file_id = open_hdf5_from_template(template_fname, hdf5_fname);
     // Open HDF5 header groups and create data group
@@ -295,6 +296,9 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     dataset_id = H5Dopen(id->extra_keywords_gid, "obs_id", H5P_DEFAULT);
     H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_obs_id);
     H5Dclose(dataset_id);
+    dataset_id = H5Dopen(id->extra_keywords_gid, "paper_gpu_version", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_C_S1, H5S_ALL, H5S_ALL, H5P_DEFAULT, ver);
+    H5Dclose(dataset_id);
     dataset_id = H5Dopen(id->extra_keywords_gid, "startt", H5P_DEFAULT);
     H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_start_t);
     H5Dclose(dataset_id);

From dda622d616efc6e092138adf7666fef347b46355 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 4 Nov 2018 23:06:13 +0000
Subject: [PATCH 127/420] Changed mind about script directory.

Placed it under src, so that the Makefile doesn't mess with
stuff above it in the directory hierarchy.

Will probably change mind again later
---
 {scripts => src/scripts}/catcher.py                 | 0
 {scripts => src/scripts}/catcher_down.sh            | 0
 {scripts => src/scripts}/catcher_init.sh            | 0
 {scripts => src/scripts}/catcher_up.py              | 0
 {scripts => src/scripts}/check_catcher_dump.py      | 0
 {scripts => src/scripts}/gen_fake_corr_output.py    | 0
 {scripts => src/scripts}/hera_cmd_handler.py        | 0
 {scripts => src/scripts}/hera_ctl.py                | 0
 {scripts => src/scripts}/hera_make_hdf5_template.py | 0
 {scripts => src/scripts}/paper_crc_init.sh          | 0
 {scripts => src/scripts}/paper_init.sh              | 0
 {scripts => src/scripts}/tweak-perf-sn.sh           | 0
 {scripts => src/scripts}/tweak-perf.sh              | 0
 {scripts => src/scripts}/xtor_down.sh               | 0
 {scripts => src/scripts}/xtor_up.py                 | 0
 15 files changed, 0 insertions(+), 0 deletions(-)
 rename {scripts => src/scripts}/catcher.py (100%)
 rename {scripts => src/scripts}/catcher_down.sh (100%)
 rename {scripts => src/scripts}/catcher_init.sh (100%)
 rename {scripts => src/scripts}/catcher_up.py (100%)
 rename {scripts => src/scripts}/check_catcher_dump.py (100%)
 rename {scripts => src/scripts}/gen_fake_corr_output.py (100%)
 rename {scripts => src/scripts}/hera_cmd_handler.py (100%)
 rename {scripts => src/scripts}/hera_ctl.py (100%)
 rename {scripts => src/scripts}/hera_make_hdf5_template.py (100%)
 rename {scripts => src/scripts}/paper_crc_init.sh (100%)
 rename {scripts => src/scripts}/paper_init.sh (100%)
 rename {scripts => src/scripts}/tweak-perf-sn.sh (100%)
 rename {scripts => src/scripts}/tweak-perf.sh (100%)
 rename {scripts => src/scripts}/xtor_down.sh (100%)
 rename {scripts => src/scripts}/xtor_up.py (100%)

diff --git a/scripts/catcher.py b/src/scripts/catcher.py
similarity index 100%
rename from scripts/catcher.py
rename to src/scripts/catcher.py
diff --git a/scripts/catcher_down.sh b/src/scripts/catcher_down.sh
similarity index 100%
rename from scripts/catcher_down.sh
rename to src/scripts/catcher_down.sh
diff --git a/scripts/catcher_init.sh b/src/scripts/catcher_init.sh
similarity index 100%
rename from scripts/catcher_init.sh
rename to src/scripts/catcher_init.sh
diff --git a/scripts/catcher_up.py b/src/scripts/catcher_up.py
similarity index 100%
rename from scripts/catcher_up.py
rename to src/scripts/catcher_up.py
diff --git a/scripts/check_catcher_dump.py b/src/scripts/check_catcher_dump.py
similarity index 100%
rename from scripts/check_catcher_dump.py
rename to src/scripts/check_catcher_dump.py
diff --git a/scripts/gen_fake_corr_output.py b/src/scripts/gen_fake_corr_output.py
similarity index 100%
rename from scripts/gen_fake_corr_output.py
rename to src/scripts/gen_fake_corr_output.py
diff --git a/scripts/hera_cmd_handler.py b/src/scripts/hera_cmd_handler.py
similarity index 100%
rename from scripts/hera_cmd_handler.py
rename to src/scripts/hera_cmd_handler.py
diff --git a/scripts/hera_ctl.py b/src/scripts/hera_ctl.py
similarity index 100%
rename from scripts/hera_ctl.py
rename to src/scripts/hera_ctl.py
diff --git a/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
similarity index 100%
rename from scripts/hera_make_hdf5_template.py
rename to src/scripts/hera_make_hdf5_template.py
diff --git a/scripts/paper_crc_init.sh b/src/scripts/paper_crc_init.sh
similarity index 100%
rename from scripts/paper_crc_init.sh
rename to src/scripts/paper_crc_init.sh
diff --git a/scripts/paper_init.sh b/src/scripts/paper_init.sh
similarity index 100%
rename from scripts/paper_init.sh
rename to src/scripts/paper_init.sh
diff --git a/scripts/tweak-perf-sn.sh b/src/scripts/tweak-perf-sn.sh
similarity index 100%
rename from scripts/tweak-perf-sn.sh
rename to src/scripts/tweak-perf-sn.sh
diff --git a/scripts/tweak-perf.sh b/src/scripts/tweak-perf.sh
similarity index 100%
rename from scripts/tweak-perf.sh
rename to src/scripts/tweak-perf.sh
diff --git a/scripts/xtor_down.sh b/src/scripts/xtor_down.sh
similarity index 100%
rename from scripts/xtor_down.sh
rename to src/scripts/xtor_down.sh
diff --git a/scripts/xtor_up.py b/src/scripts/xtor_up.py
similarity index 100%
rename from scripts/xtor_up.py
rename to src/scripts/xtor_up.py

From 5e6901fae24ec93671975560c09c1808da7e5d51 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 4 Nov 2018 23:15:21 +0000
Subject: [PATCH 128/420] Fix to PR #2

To make compile.
Based on briefly scanning
https://accserv.lepp.cornell.edu/svn/packages/hdf5-1.8.15/test/enum.c
to try and figure out what the code was trying to do.
---
 src/hera_catcher_disk_thread.c | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 8b273fb8..606cea70 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -560,6 +560,7 @@ static int init(hashpipe_thread_args_t *args)
     H5Tinsert(complex_id, "i", 4, H5T_STD_I32LE);
 
     // generate the boolean data type
+    bool val;
     boolenumtype = H5Tcreate(H5T_ENUM, sizeof(bool));
     H5Tenum_insert(boolenumtype, "FALSE", CPTR(val, FALSE ));
     H5Tenum_insert(boolenumtype, "TRUE",  CPTR(val, TRUE  ));

From af67756118beeba614637e23a27d318f0dce8829 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 5 Nov 2018 00:20:31 +0000
Subject: [PATCH 129/420] Successfully write F/X software versions to data
 files

git version of paper_gpu repo is stored in
Header/extra_keywords/paper_gpu_version

various config / version info from the F-engine is stored in
Header/extra_keywords/fengine_info as a python pickle. Presumably
another format will be preferable in future.

This commit tweaks PR #2 to make the code compile and record files.
Treatment of flags dataset hasn't been tested.
---
 src/Makefile.am                        | 29 ++++++++-----
 src/hera_catcher_disk_thread.c         | 56 +++++++++++++++++++++-----
 src/paper_fluff_test.c                 |  3 ++
 src/scripts/catcher_up.py              |  2 +-
 src/scripts/hera_make_hdf5_template.py | 28 +++++++++----
 5 files changed, 88 insertions(+), 30 deletions(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index 9fec551e..d69536da 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -1,3 +1,8 @@
+BUILD_USER = $(shell whoami)
+BUILD_HOST = $(shell hostname)
+BUILD_DATE = $(shell date +%Y/%m/%d-%H:%M%z)
+GIT_VERSION = $(shell git describe --abbrev=10 --dirty --always --tags)
+
 ACLOCAL_AMFLAGS = -I m4
 AM_CPPFLAGS     =
 
@@ -7,7 +12,9 @@ AM_CPPFLAGS += -I/usr/include/hdf5/serial/
 
 # AM_CFLAGS is used for all C compiles
 #AM_CFLAGS = -ggdb -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2
-AM_CFLAGS = -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2 -march=native -funroll-loops
+AM_CFLAGS = -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2 -march=native -funroll-loops \
+            -DGIT_VERSION=\"$(GIT_VERSION)\" -DBUILD_USER=\"$(BUILD_USER)\" \
+            -DBUILD_HOST=\"$(BUILD_HOST)\" -DBUILD_DATE=\"$(BUILD_DATE)\"
 
 # Convenience variables to group source files
 paper_databuf = paper_databuf.h \
@@ -50,16 +57,16 @@ paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5
 
 
 # Installed scripts
-dist_bin_SCRIPTS = ../scripts/paper_init.sh \
-		   ../scripts/paper_crc_init.sh \
-		   ../scripts/xtor_down.sh \
-		   ../scripts/xtor_up.py \
-                   ../scripts/catcher_init.sh \
-                   ../scripts/catcher_up.py \
-                   ../scripts/catcher_down.sh \
-                   ../scripts/tweak-perf.sh \
-                   ../scripts/hera_ctl.py \
-                   ../scripts/hera_make_hdf5_template.py
+dist_bin_SCRIPTS = scripts/paper_init.sh \
+		   scripts/paper_crc_init.sh \
+		   scripts/xtor_down.sh \
+		   scripts/xtor_up.py \
+                   scripts/catcher_init.sh \
+                   scripts/catcher_up.py \
+                   scripts/catcher_down.sh \
+                   scripts/tweak-perf.sh \
+                   scripts/hera_ctl.py \
+                   scripts/hera_make_hdf5_template.py
 
 # Non-installed test programs
 noinst_PROGRAMS = paper_fluff_test hera_write_hdf5
diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 606cea70..b5c4ee47 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -42,12 +42,13 @@
 #define CPTR(VAR,CONST) ((VAR)=(CONST),&(VAR))
 
 static hid_t complex_id;
-static hid_t boolean_id, boolenumtype;
+static hid_t boolenumtype;
+//static hid_t boolean_id;
 
 typedef enum {
-    FALSE = 0,
+    FALSE,
     TRUE
-} bool;
+} bool_t;
 
 typedef struct {
     double e;
@@ -148,7 +149,7 @@ static void make_extensible_hdf5(hdf5_id_t *id)
         pthread_exit(NULL);
     }
 
-    id->flags_did = H5Dcreate(id->data_gid, "flags", boolean_id, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    id->flags_did = H5Dcreate(id->data_gid, "flags", boolenumtype, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
     if (id->flags_did < 0) {
         hashpipe_error(__FUNCTION__, "Failed to create flags dataset");
         pthread_exit(NULL);
@@ -269,9 +270,12 @@ static hid_t open_hdf5_from_template(char * sourcename, char * destname)
 }
 
 
+#define VERSION_BYTES 32
 static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t) {
     hid_t dataset_id;
-    char ver[32] = GIT_VERSION;
+    hid_t memtype;
+    hid_t stat;
+    char ver[VERSION_BYTES] = GIT_VERSION; // defined at compile time
 
     id->file_id = open_hdf5_from_template(template_fname, hdf5_fname);
     // Open HDF5 header groups and create data group
@@ -302,14 +306,46 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     
     // Write meta-data values we know at file-open
     dataset_id = H5Dopen(id->extra_keywords_gid, "obs_id", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/obs_id");
+    }
     H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_obs_id);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to write Header/extra_keywords/obs_id");
+    }
     H5Dclose(dataset_id);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/obs_id");
+    }
     dataset_id = H5Dopen(id->extra_keywords_gid, "paper_gpu_version", H5P_DEFAULT);
-    H5Dwrite(dataset_id, H5T_C_S1, H5S_ALL, H5S_ALL, H5P_DEFAULT, ver);
-    H5Dclose(dataset_id);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/paper_gpu_version");
+    }
+    memtype = H5Tcopy(H5T_C_S1);
+    stat = H5Tset_size(memtype, VERSION_BYTES);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to set size of paper_gpu_version memtype");
+    }
+    stat = H5Dwrite(dataset_id, memtype, H5S_ALL, H5S_ALL, H5P_DEFAULT, ver);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to write Header/extra_keywords/paper_gpu_version");
+    }
+    stat = H5Dclose(dataset_id);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/paper_gpu_version");
+    }
     dataset_id = H5Dopen(id->extra_keywords_gid, "startt", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/startt");
+    }
     H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_start_t);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to write Header/extra_keywords/startt");
+    }
     H5Dclose(dataset_id);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/startt");
+    }
 }
 
 /* Extend the datasets with data-like dimensions,
@@ -560,11 +596,11 @@ static int init(hashpipe_thread_args_t *args)
     H5Tinsert(complex_id, "i", 4, H5T_STD_I32LE);
 
     // generate the boolean data type
-    bool val;
-    boolenumtype = H5Tcreate(H5T_ENUM, sizeof(bool));
+    bool_t val;
+    boolenumtype = H5Tcreate(H5T_ENUM, sizeof(bool_t));
     H5Tenum_insert(boolenumtype, "FALSE", CPTR(val, FALSE ));
     H5Tenum_insert(boolenumtype, "TRUE",  CPTR(val, TRUE  ));
-    H5Tinsert(boolean_id, "FLAG", 0, boolenumtype);
+    //H5Tinsert(boolean_id, "FLAG", 0, boolenumtype);
     return 0;
 }
 
diff --git a/src/paper_fluff_test.c b/src/paper_fluff_test.c
index 5e475964..5ac199ac 100644
--- a/src/paper_fluff_test.c
+++ b/src/paper_fluff_test.c
@@ -414,6 +414,9 @@ int main(int argc, char *argv[])
 
   setbuf(stdout, NULL); // send printf-s to screen immediately
 
+  fprintf(stdout, "Built %s %s@%s\n", BUILD_DATE, BUILD_USER, BUILD_HOST);
+  fprintf(stdout, "%s\n\n", GIT_VERSION);
+
   if(posix_memalign((void **)&in,  CACHE_ALIGNMENT,   N_BYTES_PER_BLOCK)
   || posix_memalign((void **)&out, CACHE_ALIGNMENT, 2*N_BYTES_PER_BLOCK)) {
     printf("cannot allocate memory\n");
diff --git a/src/scripts/catcher_up.py b/src/scripts/catcher_up.py
index b84f2f6f..d981a263 100755
--- a/src/scripts/catcher_up.py
+++ b/src/scripts/catcher_up.py
@@ -54,7 +54,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(5)
 
 # Generate the meta-data template
-run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', args.hdf5template], wait=True)
+run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
 
 #Configure runtime parameters
 catcher_dict = {
diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 930d670f..741c7637 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -6,6 +6,7 @@
 import numpy as np
 import time
 import pickle
+import redis
 
 def get_bl_order(n_ants):
     """
@@ -41,7 +42,7 @@ def get_antpos_enu(antpos, lat, lon, alt):
     enu  = uvutils.ENU_from_ECEF(ecef, lat, lon, alt)
     return enu
 
-def create_header(h5, use_cm=False):
+def create_header(h5, use_cm=False, use_redis=False):
     """
     Create an HDF5 file with appropriate datasets in a "Header"
     data group.
@@ -56,6 +57,14 @@ def create_header(h5, use_cm=False):
         # add the enu co-ords
         cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], cminfo["cofa_lat"],
                                                              cminfo["cofa_lon"], cminfo["cofa_alt"])
+    else:
+        cminfo = None
+    
+    if use_redis:
+        r = redis.Redis("redishost")
+        fenginfo = r.hgetall("init_configuration")
+    else:
+        fenginfo = None
 
     INSTRUMENT = "HERA"
     NANTS_DATA = 192
@@ -126,13 +135,10 @@ def create_header(h5, use_cm=False):
     # uvw_needs populating by receiver: uvw = xyz(ant2) - xyz(ant1). Units, metres.
     #header.create_dataset("uvw_array",  dtype="<f8", data=np.zeros([n_bls * NTIMES, 3]))
     # !Some! extra_keywords need to be computed for each file
-    if use_cm:
-        add_extra_keywords(header, cminfo)
-    else:
-        add_extra_keywords(header)
+    add_extra_keywords(header, cminfo, fenginfo)
 
 
-def add_extra_keywords(obj, cminfo=None):
+def add_extra_keywords(obj, cminfo=None, fenginfo=None):
     extras = obj.create_group("extra_keywords")
     if cminfo is not None:
         extras.create_dataset("cmver", data=cminfo["cm_version"])
@@ -140,12 +146,16 @@ def add_extra_keywords(obj, cminfo=None):
     else:
         extras.create_dataset("cmver", data="generated-without-cminfo")
         extras.create_dataset("cminfo", data="generated-without-cminfo")
-        
+    if fenginfo is not None:    
+        extras.create_dataset("fengine_info", data=pickle.dumps(fenginfo))
+    else:
+        extras.create_dataset("fengine_info", data="generated-without-redis")
     extras.create_dataset("st_type", data="???")
     extras.create_dataset("duration", dtype="<f8", data=0.0) # filled in by receiver
     extras.create_dataset("obs_id", dtype="<i8", data=0)     # filled in by receiver
     extras.create_dataset("startt", dtype="<f8", data=0.0)   # filled in by receiver
     extras.create_dataset("stopt",  dtype="<f8", data=0.0)   # filled in by receiver
+    extras.create_dataset("paper_gpu_version",  dtype="|S32", data=np.string_("unknown"))# filled in by receiver
 
 if __name__ == "__main__":
     import argparse
@@ -156,7 +166,9 @@ def add_extra_keywords(obj, cminfo=None):
     parser.add_argument('output',type=str, help = 'Path to which the template header file should be output')
     parser.add_argument('-c', dest='use_cminfo', action='store_true', default=False,
                         help ='Use this flag to get up-to-date (hopefully) array meta-data from the C+M system')
+    parser.add_argument('-r', dest='use_redis', action='store_true', default=False,
+                        help ='Use this flag to get up-to-date (hopefully) f-engine meta-data from a redis server at `redishost`')
     args = parser.parse_args()
 
     with h5py.File(args.output, "w") as h5:
-        create_header(h5, args.use_cminfo)
+        create_header(h5, use_cm=args.use_cminfo, use_redis=args.use_redis)

From 21cf61d1486bf69b76bf169261ff498243b719bc Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 7 Nov 2018 17:57:57 +0000
Subject: [PATCH 130/420] Make all header strings np.string_. Keys <= 8 chars

---
 src/hera_catcher_disk_thread.c         | 10 +++++-----
 src/scripts/hera_make_hdf5_template.py | 16 ++++++++--------
 2 files changed, 13 insertions(+), 13 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index b5c4ee47..0aadb0ba 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -317,22 +317,22 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/obs_id");
     }
-    dataset_id = H5Dopen(id->extra_keywords_gid, "paper_gpu_version", H5P_DEFAULT);
+    dataset_id = H5Dopen(id->extra_keywords_gid, "corr_ver", H5P_DEFAULT);
     if (dataset_id < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/paper_gpu_version");
+        hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/corr_ver");
     }
     memtype = H5Tcopy(H5T_C_S1);
     stat = H5Tset_size(memtype, VERSION_BYTES);
     if (stat < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to set size of paper_gpu_version memtype");
+        hashpipe_error(__FUNCTION__, "Failed to set size of corr_ver memtype");
     }
     stat = H5Dwrite(dataset_id, memtype, H5S_ALL, H5S_ALL, H5P_DEFAULT, ver);
     if (stat < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to write Header/extra_keywords/paper_gpu_version");
+        hashpipe_error(__FUNCTION__, "Failed to write Header/extra_keywords/corr_ver");
     }
     stat = H5Dclose(dataset_id);
     if (stat < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/paper_gpu_version");
+        hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/corr_ver");
     }
     dataset_id = H5Dopen(id->extra_keywords_gid, "startt", H5P_DEFAULT);
     if (dataset_id < 0) {
diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 741c7637..f3b0871d 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -141,21 +141,21 @@ def create_header(h5, use_cm=False, use_redis=False):
 def add_extra_keywords(obj, cminfo=None, fenginfo=None):
     extras = obj.create_group("extra_keywords")
     if cminfo is not None:
-        extras.create_dataset("cmver", data=cminfo["cm_version"])
-        extras.create_dataset("cminfo", data=pickle.dumps(cminfo))
+        extras.create_dataset("cmver", data=np.string_(cminfo["cm_version"]))
+        extras.create_dataset("cminfo", data=np.string_(pickle.dumps(cminfo)))
     else:
-        extras.create_dataset("cmver", data="generated-without-cminfo")
-        extras.create_dataset("cminfo", data="generated-without-cminfo")
+        extras.create_dataset("cmver", data=np.string_("generated-without-cminfo"))
+        extras.create_dataset("cminfo", data=np.string_("generated-without-cminfo"))
     if fenginfo is not None:    
-        extras.create_dataset("fengine_info", data=pickle.dumps(fenginfo))
+        extras.create_dataset("finfo", data=np.string_(pickle.dumps(fenginfo)))
     else:
-        extras.create_dataset("fengine_info", data="generated-without-redis")
-    extras.create_dataset("st_type", data="???")
+        extras.create_dataset("finfo", data=np.string_("generated-without-redis"))
+    #extras.create_dataset("st_type", data=np.string_("???"))
     extras.create_dataset("duration", dtype="<f8", data=0.0) # filled in by receiver
     extras.create_dataset("obs_id", dtype="<i8", data=0)     # filled in by receiver
     extras.create_dataset("startt", dtype="<f8", data=0.0)   # filled in by receiver
     extras.create_dataset("stopt",  dtype="<f8", data=0.0)   # filled in by receiver
-    extras.create_dataset("paper_gpu_version",  dtype="|S32", data=np.string_("unknown"))# filled in by receiver
+    extras.create_dataset("corr_ver",  dtype="|S32", data=np.string_("unknown"))# filled in by receiver
 
 if __name__ == "__main__":
     import argparse

From 85f659aeae2b3ad8b1408d888579bb99471b3768 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 7 Nov 2018 22:05:32 +0000
Subject: [PATCH 131/420] Remap baseline ordering based on hookup

---
 src/scripts/hera_make_hdf5_template.py | 61 +++++++++++++++++++++-----
 1 file changed, 50 insertions(+), 11 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index f3b0871d..9bdceb36 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -3,10 +3,43 @@
 from __future__ import print_function, division, absolute_import
 import h5py
 import sys
+import json
+import logging
 import numpy as np
 import time
 import pickle
 import redis
+from hera_corr_f import helpers
+
+logger = helpers.add_default_log_handlers(logging.getLogger(__file__))
+
+def get_corr_to_hera_map(r, nants_data=192, nants=352):
+    """
+    Given a redis.Redis instance, r, containing
+    appropriate metadata - figure out the mapping
+    of correlator index (0 - Nants_data -1) to
+    hera antenna number (0 - Nants).
+    """
+    out_map = np.arange(nants, nants + nants_data) # use default values outside the range of real antennas
+
+    # A dictionary with keys which are antenna numbers
+    # of the for {<ant> :{<pol>: {'host':SNAPHOSTNAME, 'channel':INTEGER}}}
+    ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
+    #host_to_index = r.hgetall("corr:snap_ants")
+    for ant, pol in ant_to_snap.iteritems():
+        hera_ant_number = int(ant)
+        host = pol["n"]["host"]
+        chan = pol["n"]["channel"] # runs 0-5
+        snap_ant_chans = r.hget("corr:snap_ants", host)
+        if snap_ant_chans is None:
+            logger.warning("Couldn't find antenna indices for %s" % host)
+            continue
+        corr_ant_number = json.loads(snap_ant_chans)[chan//2] #Indexes from 0-3 (ignores pol)
+        print(corr_ant_number)
+        out_map[corr_ant_number] = hera_ant_number
+        logger.info("HERA antenna %d maps to correlator input %d" % (hera_ant_number, corr_ant_number))
+
+    return out_map
 
 def get_bl_order(n_ants):
     """
@@ -52,6 +85,18 @@ def create_header(h5, use_cm=False, use_redis=False):
                       system. If False, just stuff the header with fake
                       data.
     """
+
+    INSTRUMENT = "HERA"
+    NANTS_DATA = 192
+    NANTS = 352
+    NCHANS = int(2048 // 4 * 3)
+    ANT_DIAMETER = 14.0
+    INT_TIME = 10.0
+    bls = np.array(get_bl_order(NANTS_DATA))
+    n_bls = len(bls)
+    channel_width = 250e6 / (NCHANS / 3 * 4)
+    freqs = np.linspace(0, 187.5e6, NCHANS) + channel_width / 2
+
     if use_cm:
         cminfo = get_cm_info()
         # add the enu co-ords
@@ -63,19 +108,13 @@ def create_header(h5, use_cm=False, use_redis=False):
     if use_redis:
         r = redis.Redis("redishost")
         fenginfo = r.hgetall("init_configuration")
+        corr_to_hera_map = get_corr_to_hera_map(r, nants_data=NANTS_DATA, nants=NANTS)
+        for n in range(bls.shape[0]):
+            bls[n] = [corr_to_hera_map[bls[n,0]], corr_to_hera_map[bls[n,1]]]
     else:
         fenginfo = None
-
-    INSTRUMENT = "HERA"
-    NANTS_DATA = 192
-    NANTS = 352
-    NCHANS = int(2048 // 4 * 3)
-    ANT_DIAMETER = 14.0
-    INT_TIME = 10.0
-    bls = np.array(get_bl_order(NANTS_DATA))
-    n_bls = len(bls)
-    channel_width = 250e6 / (NCHANS / 3 * 4)
-    freqs = np.linspace(0, 187.5e6, NCHANS) + channel_width / 2
+        # Use impossible antenna numbers to indicate they're not really valid
+        corr_to_hera_map = np.arange(NANTS, NANTS+NANTS_DATA)
 
     header = h5.create_group("Header")
     header.create_dataset("Nants_data", dtype="<i8", data=NANTS_DATA)

From 8e1f51bdb758c706ace88b1cd40d75c6085d79be Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 7 Nov 2018 22:21:28 +0000
Subject: [PATCH 132/420] Centre mcnts on integration centres

In GPU thread track the middle mcnt of an integration, and
use this for the header of the output data blocks
---
 src/paper_gpu_thread.c | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index cbd91471..378dec7f 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -56,7 +56,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
     /* Loop */
     int rv;
     char integ_status[17];
-    uint64_t start_mcount, last_mcount=0;
+    uint64_t start_mcount, last_mcount=0, middle_mcount;
     uint64_t gpu_dumps=0;
     int int_count; // Number of blocks to integrate per dump
     int xgpu_error = 0;
@@ -145,6 +145,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
               hashpipe_status_unlock_safe(&st);
               // Compute last mcount
               last_mcount = start_mcount + TIME_DEMUX*(int_count-N_TIME_PER_BLOCK);// * N_SUB_BLOCKS_PER_INPUT_BLOCK;
+              middle_mcount = (last_mcount - start_mcount + N_TIME_PER_BLOCK) >> 2;
               fprintf(stdout, "Accumulating %d spectra to mcount: %lu\n", int_count, last_mcount);
             // Else (missed starting mcount)
             } else {
@@ -214,9 +215,8 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
           clock_gettime(CLOCK_MONOTONIC, &stop);
           elapsed_gpu_ns += ELAPSED_NS(start, stop);
 
-          // TODO Maybe need to subtract all or half the integration time here
-          // depending on recevier's expectations.
-          db_out->block[curblock_out].header.mcnt = last_mcount;
+          // Use the middle_mcount, which marks the center of the integration
+          db_out->block[curblock_out].header.mcnt = middle_mcount;
           // If integration status if "stop"
           if(!strcmp(integ_status, "stop")) {
             // Set integration status to "off"
@@ -227,6 +227,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
           } else {
             // Advance last_mcount for end of next integration
             last_mcount += TIME_DEMUX*int_count;// * N_SUB_BLOCKS_PER_INPUT_BLOCK;
+            middle_mcount += TIME_DEMUX*int_count;
           }
 
           // Mark output block as full and advance

From 35b946c391a38e5d213dbe13676d8fb26d113922 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Fri, 9 Nov 2018 17:50:06 +0000
Subject: [PATCH 133/420] Add redis autocorr reporting

---
 src/Makefile.am                |  3 +-
 src/hera_catcher_disk_thread.c | 76 +++++++++++++++++++++++++++++++++-
 2 files changed, 76 insertions(+), 3 deletions(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index d69536da..c66e4d4c 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -9,6 +9,7 @@ AM_CPPFLAGS     =
 AM_CPPFLAGS += -I"@HASHPIPE_INCDIR@"
 AM_CPPFLAGS += -I"@XGPU_INCDIR@"
 AM_CPPFLAGS += -I/usr/include/hdf5/serial/
+AM_CPPFLAGS += -I/usr/include/hiredis/
 
 # AM_CFLAGS is used for all C compiles
 #AM_CFLAGS = -ggdb -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2
@@ -50,7 +51,7 @@ paper_gpu_la_LDFLAGS += -L"@XGPU_LIBDIR@" -Wl,-rpath,"@XGPU_LIBDIR@"
 paper_gpu_la_LDFLAGS += -L"@HASHPIPE_LIBDIR@" -Wl,-rpath,"@HASHPIPE_LIBDIR@"
 # Include HDF5 Libraries
 paper_gpu_la_LDFLAGS += -L/usr/lib/x86_64-linux-gnu/hdf5/serial
-paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5
+paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5 -lhiredis
 # Include HDF5 compression libraries
 #paper_gpu_la_LDFLAGS += -L/usr/local/lib/python2.7/dist-packages/bitshuffle/plugin
 #paper_gpu_la_LDFLAGS += -lh5LZF -lh5bshuf
diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 0aadb0ba..339afa27 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -19,6 +19,7 @@
 #include <hdf5.h>
 #include <smmintrin.h>
 #include <immintrin.h>
+#include <hiredis.h>
 
 #include "hashpipe.h"
 #include "paper_databuf.h"
@@ -452,6 +453,21 @@ static void write_extensible_headers(hdf5_id_t *id, hsize_t t, hid_t mem_space1,
     }
 }
 
+/* Given an array of baseline pairs, figure out the indices of the autocorrs */
+static void get_auto_indices(bl_t *bl_order, int32_t *auto_indices, uint32_t n_bls) {
+    int32_t i = 0;
+    for (i=0; i<N_ANTS; i++) {
+        auto_indices[i] = -1;
+    }
+    for (i=0; i<n_bls; i+=1) {
+        if (bl_order[i].a == bl_order[i].b) {
+            if (bl_order[i].a < N_ANTS) {
+                auto_indices[bl_order[i].a] = i;
+            }
+        }
+    }
+}
+
 /* Read the baseline order from an HDF5 file via the Header/corr_bl_order dataset */
 static void get_bl_order(hdf5_id_t *id, bl_t *bl_order) {
     hid_t dataset_id;
@@ -646,8 +662,13 @@ static void *run(hashpipe_thread_args_t * args)
     // Variables for antenna positions and baseline orders. These should be provided
     // via the HDF5 header template.
     bl_t bl_order[VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES];
+    int32_t auto_indices[N_ANTS];
     enu_t ant_pos[N_ANTS];
 
+    // A buffer for the real parts of a single auto-corr. Used for writing to redis
+    float auto_corr_n[N_CHAN_PROCESSED];
+    float auto_corr_e[N_CHAN_PROCESSED];
+
     // How many integrations to dump to a file before starting the next one
     // This is read from shared memory
     uint32_t ms_per_file;
@@ -657,12 +678,34 @@ static void *run(hashpipe_thread_args_t * args)
     hputi8(st.buf, "DISKMCNT", 0);
     hputu4(st.buf, "TRIGGER", 0);
     hashpipe_status_unlock_safe(&st);
-    
-    /* Loop */
+
+    // Redis connection
+    redisContext *c;
+    redisReply *reply;
+    const char *hostname = "redishost";
+    int redisport = 6379;
+    int use_redis = 1;
+    use_redis = use_redis;
+
+    struct timeval redistimeout = { 0, 100000 }; // 0.1 seconds
+    c = redisConnectWithTimeout(hostname, redisport, redistimeout);
+    if (c == NULL || c->err) {
+        if (c) {
+            fprintf(stderr, "Redis connection error: %s\n", c->errstr);
+            redisFree(c);
+            use_redis = 0;
+        } else {
+            fprintf(stderr, "Connection error: can't allocate redis context\n");
+            use_redis = 0;
+        }
+    }
+
+    /* Loop(s) */
     int32_t *db_in32;
     int rv;
     int curblock_in=0;
     int bl;
+    int a, chan;
     double curr_file_time = -1.0;
     double file_start_t, file_stop_t, file_duration;
     int64_t file_obs_id, file_nblts=0, file_nts=0;
@@ -806,6 +849,7 @@ static void *run(hashpipe_thread_args_t * args)
             // These are needed for populating the ant_[1|2]_array and uvw_array
             get_ant_pos(&sum_file, ant_pos);
             get_bl_order(&sum_file, bl_order);
+            get_auto_indices(bl_order, auto_indices, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES);
         }
 
         // Update time and sample counters
@@ -851,6 +895,34 @@ static void *run(hashpipe_thread_args_t * args)
         }
 
 
+        // Write autocorrs to redis
+        if(use_redis) {
+            for (a=0; a<N_ANTS; a++) {
+                // auto_indices default to -1. Use this test to delete
+                // redis keys for invalid antennas
+                if (auto_indices[a] >= 0) {
+                    for (chan=0; chan<N_CHAN_PROCESSED; chan++) {
+                        // Divide out accumulation length.
+                        // Don't divide out integration over frequency channels (if any)
+                        auto_corr_n[chan] = (float) db_in32[corr_databuf_data_idx(chan, auto_indices[a])] / acc_len;
+                        auto_corr_e[chan] = (float) db_in32[corr_databuf_data_idx(chan, auto_indices[a]) + 2] / acc_len;
+                    }
+                    reply = redisCommand(c, "SET auto:%dn %b", a, auto_corr_n, (size_t) (sizeof(float) * N_CHAN_PROCESSED));
+                    freeReplyObject(reply);
+                    reply = redisCommand(c, "SET auto:%de %b", a, auto_corr_e, (size_t) (sizeof(float) * N_CHAN_PROCESSED));
+                    freeReplyObject(reply);
+                } else {
+                    reply = redisCommand(c, "DEL auto:%dn", a);
+                    freeReplyObject(reply);
+                    reply = redisCommand(c, "DEL auto:%de", a);
+                    freeReplyObject(reply);
+                }
+            }
+            //reply = redisCommand(c, "SET auto:timestamp %lf", julian_time);
+            reply = redisCommand(c, "SET auto:timestamp  %b", &julian_time, (size_t) (sizeof(double)));
+            freeReplyObject(reply);
+        }
+
         // Close the filespaces - leave the datasets open. We'll close those when the file is done
         close_filespaces(&sum_file);
         close_filespaces(&diff_file);

From a966571b1875055cf344a6daa5809d303027a594 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Fri, 9 Nov 2018 18:22:53 +0000
Subject: [PATCH 134/420] Change frequency channels

Start at channel 1536.
Still hardcoded, but at least to the values we will probably use.
---
 src/scripts/hera_make_hdf5_template.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 9bdceb36..1b22ba40 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -90,12 +90,17 @@ def create_header(h5, use_cm=False, use_redis=False):
     NANTS_DATA = 192
     NANTS = 352
     NCHANS = int(2048 // 4 * 3)
+    NCHANS_F = 8192
+    NCHAN_SUM = 4
     ANT_DIAMETER = 14.0
     INT_TIME = 10.0
     bls = np.array(get_bl_order(NANTS_DATA))
     n_bls = len(bls)
-    channel_width = 250e6 / (NCHANS / 3 * 4)
-    freqs = np.linspace(0, 187.5e6, NCHANS) + channel_width / 2
+    channel_width = 250e6 / NCHANS_F * NCHAN_SUM
+    freqs = np.linspace(0, 250e6, NCHANS_F + 1)[1536 : 1536 + (8192 // 4 * 3)]
+    # average over channels
+    freqs = freqs.reshape(NCHANS, NCHAN_SUM).sum(axis=1) / NCHAN_SUM
+    
 
     if use_cm:
         cminfo = get_cm_info()

From e8c0b5149409b2790848fb107fa68eb6fc57bba2 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 13 Nov 2018 20:10:47 +0000
Subject: [PATCH 135/420] Add error catching on file/group/dataset closing

---
 src/hera_catcher_disk_thread.c | 32 ++++++++++++++++++++++++--------
 1 file changed, 24 insertions(+), 8 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 339afa27..a90e1067 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -100,16 +100,32 @@ static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration,
     H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nts);
     H5Dclose(dataset_id);
     // Close datasets
-    H5Dclose(id->visdata_did);
-    H5Dclose(id->flags_did);
-    H5Dclose(id->nsamples_did);
+    if (H5Dclose(id->visdata_did) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close visdata dataset");
+    }
+    if (H5Dclose(id->flags_did) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close flags dataset");
+    }
+    if (H5Dclose(id->nsamples_did) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close nsamples dataset");
+    }
     // Close groups
-    H5Gclose(id->extra_keywords_gid);
-    H5Gclose(id->header_gid);
-    H5Gclose(id->data_gid);
+    if (H5Gclose(id->extra_keywords_gid) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close extra_keywords group");
+    }
+    if (H5Gclose(id->header_gid) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close header group");
+    }
+    if (H5Gclose(id->data_gid) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close data group");
+    }
     // Close file
-    H5Fflush(id->file_id, H5F_SCOPE_GLOBAL);
-    H5Fclose(id->file_id);
+    if (H5Fflush(id->file_id, H5F_SCOPE_GLOBAL) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to flush file");
+    }
+    if (H5Fclose(id->file_id) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close file");
+    }
 }
 
 /*

From 0c8fe750335a1778eb780a5fe5f5a3deeccc78d1 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 13 Nov 2018 23:41:17 +0000
Subject: [PATCH 136/420] Change disk thread to deal with transposed input data

Boosts throughput to ~6.5 Gbit/s, but requires
upstream corner turn (not yet implemented)
---
 src/hera_catcher_disk_thread.c | 52 ++++++++++++++++++----------------
 1 file changed, 27 insertions(+), 25 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index a90e1067..dc197165 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -38,7 +38,8 @@
 
 #define N_DATA_DIMS (4)
 #define N_CHAN_PROCESSED (N_CHAN_TOTAL / (CATCHER_CHAN_SUM * XENG_CHAN_SUM))
-#define N_BL_PER_WRITE (193)
+#define N_CHAN_RECEIVED (N_CHAN_TOTAL / XENG_CHAN_SUM)
+#define N_BL_PER_WRITE (32)
 
 #define CPTR(VAR,CONST) ((VAR)=(CONST),&(VAR))
 
@@ -563,7 +564,7 @@ static void compute_uvw_array(double* uvw, enu_t *ant_pos, bl_t *bl_order) {
 
 /*
 Given an entire input buffer --
-even/odd x 1 time x N_chans x N_bls x  N_stokes x 2 (real/imag)
+1 time x N_bls x N_chans x 2(even/odd samples) x N_stokes x 2(real/imag)
 Write --
 even/odd-sum x 1 bl x N_chans x N_stokes x 2 (real/imag) into `out_sum`.
 even/odd-diff dx 1 bl x N_chans x N_stokes x 2 (real/imag) into `out_diff`.
@@ -571,45 +572,47 @@ Choose the baseline with the index `b`
 This function sums over CATCHER_SUM_CHANS as it transposes, and computes even/odd sum/diff.
 
 */
-#define corr_databuf_data_idx(c, b) (2*((c*VIS_MATRIX_ENTRIES_PER_CHAN) + (N_STOKES*b)))
+// Get the even-sample / first-pol / first-complexity of the correlatoion buffer for chan `c` baseline `b`
+#define corr_databuf_data_idx(c, b) (2*2*N_STOKES*(c + (b*N_CHAN_RECEIVED)))
 static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int bl) {
     
     int c, b, s, i, chan;
-    int sum_even[N_BL_PER_WRITE][4][2], sum_odd[N_BL_PER_WRITE][4][2];
+    // Buffers for a single full-stokes baseline
+    int sum_even[N_STOKES][2], sum_odd[N_STOKES][2];
 
     int32_t *in_even = in + corr_databuf_data_idx(0,bl);
-    int32_t *in_odd = in_even + 2*VIS_MATRIX_ENTRIES;
-
-    for (chan=0; chan<N_CHAN_PROCESSED; chan++) {
-        // Load all the values for an accumulation
-        for(c=0; c<CATCHER_CHAN_SUM; c++) {
-            for(b=0; b<N_BL_PER_WRITE; b++) {
-                for (s=0; s<4; s++) {
+    int32_t *in_odd = in_even + N_STOKES*2;
+    //__m256i sum_even = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+    //__m256i sum_odd  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+
+    for(b=0; b<N_BL_PER_WRITE; b++) {
+        for (chan=0; chan<N_CHAN_PROCESSED; chan+=4) {
+            // Load all the values for an accumulation
+            for(c=0; c<CATCHER_CHAN_SUM; c++) {
+                for (s=0; s<N_STOKES; s++) {
                     for (i=0; i<2; i++) {
                         if(c==0) {
-                            sum_even[b][s][i] = in_even[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
-                            sum_odd[b][s][i]  =  in_odd[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
+                            sum_even[s][i] = in_even[2*2*c*N_STOKES + 2*s + i];
+                            sum_odd[s][i]  =  in_odd[2*2*c*N_STOKES + 2*s + i];
                         } else {
-                            sum_even[b][s][i] += in_even[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
-                            sum_odd[b][s][i]  +=  in_odd[VIS_MATRIX_ENTRIES_PER_CHAN*2*c + 8*b + 2*s + i];
+                            sum_even[s][i] += in_even[2*2*c*N_STOKES + 2*s + i];
+                            sum_odd[s][i]  +=  in_odd[2*2*c*N_STOKES + 2*s + i];
                         }
                     }
                 }
             }
-        }
 
-        // Write to output and clear accumulators
-        for(b=0; b<N_BL_PER_WRITE; b++) {
-            for (s=0; s<4; s++) {
+            // Write to output and clear accumulators
+            for (s=0; s<N_STOKES; s++) {
                 for (i=0; i<2; i++) {
-                    out_sum[(b*N_CHAN_PROCESSED + chan)*8 + 2*s + i] = sum_even[b][s][i] + sum_odd[b][s][i];
-                    out_diff[(b*N_CHAN_PROCESSED + chan)*8 + 2*s + i] = sum_even[b][s][i] - sum_odd[b][s][i];
+                    out_sum[(b*N_CHAN_PROCESSED + chan)*N_STOKES*2 + 2*s + i] = sum_even[s][i] + sum_odd[s][i];
+                    out_diff[(b*N_CHAN_PROCESSED + chan)*N_STOKES*2 + 2*s + i] = sum_even[s][i] - sum_odd[s][i];
                 }
             }
-        }
 
-        in_even += (VIS_MATRIX_ENTRIES_PER_CHAN*2*CATCHER_CHAN_SUM);
-        in_odd  += (VIS_MATRIX_ENTRIES_PER_CHAN*2*CATCHER_CHAN_SUM);
+            in_even += (CATCHER_CHAN_SUM * 2 * N_STOKES * 2);
+            in_odd  = in_even + N_STOKES*2;
+        }
     }
 }
 
@@ -881,7 +884,6 @@ static void *run(hashpipe_thread_args_t * args)
         extend_header_datasets(&diff_file, file_nts);
             
         // Write this integration's entries for lst_array, time_array, uvw_array
-        // TODO: compute uvw array
         compute_uvw_array(uvw_array_buf, ant_pos, bl_order);
         compute_time_array(julian_time, time_array_buf);
         compute_integration_time_array(acc_len * TIME_DEMUX * 2L * N_CHAN_TOTAL_GENERATED/(double)FENG_SAMPLE_RATE, integration_time_buf);

From 5b5201f39a37f74694425d26af4ca7e2dac35eaa Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 14 Nov 2018 00:33:47 +0000
Subject: [PATCH 137/420] Use AVX library for sum/diff calcs

Throughput of this calculation is ~40Gb/s
Throughput of disk writing calls is ~9Gb/s

Total throughput ~7.5Gb/s (Though first few blocks
seem to take longer (~5.5Gb/s))
---
 src/hera_catcher_disk_thread.c | 65 ++++++++++++++++++++--------------
 1 file changed, 39 insertions(+), 26 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index dc197165..9a6d729f 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -40,6 +40,7 @@
 #define N_CHAN_PROCESSED (N_CHAN_TOTAL / (CATCHER_CHAN_SUM * XENG_CHAN_SUM))
 #define N_CHAN_RECEIVED (N_CHAN_TOTAL / XENG_CHAN_SUM)
 #define N_BL_PER_WRITE (32)
+//#define SKIP_DIFF
 
 #define CPTR(VAR,CONST) ((VAR)=(CONST),&(VAR))
 
@@ -576,42 +577,48 @@ This function sums over CATCHER_SUM_CHANS as it transposes, and computes even/od
 #define corr_databuf_data_idx(c, b) (2*2*N_STOKES*(c + (b*N_CHAN_RECEIVED)))
 static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int bl) {
     
-    int c, b, s, i, chan;
+    int b, chan;
     // Buffers for a single full-stokes baseline
-    int sum_even[N_STOKES][2], sum_odd[N_STOKES][2];
+#if CATCHER_CHAN_SUM != 1
+    int c;
+    __m256i sum_even = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+    __m256i sum_odd  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+#endif
+    __m256i val_even = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+    __m256i val_odd  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
 
-    int32_t *in_even = in + corr_databuf_data_idx(0,bl);
-    int32_t *in_odd = in_even + N_STOKES*2;
-    //__m256i sum_even = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
-    //__m256i sum_odd  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+    __m256i *in_even256  = (__m256i *)(in + corr_databuf_data_idx(0,bl));
+    __m256i *out_sum256  = (__m256i *)out_sum;
+    __m256i *out_diff256 = (__m256i *)out_diff;
 
     for(b=0; b<N_BL_PER_WRITE; b++) {
-        for (chan=0; chan<N_CHAN_PROCESSED; chan+=4) {
+        for (chan=0; chan<N_CHAN_PROCESSED; chan++) {
             // Load all the values for an accumulation
+#if CATCHER_CHAN_SUM != 1
             for(c=0; c<CATCHER_CHAN_SUM; c++) {
-                for (s=0; s<N_STOKES; s++) {
-                    for (i=0; i<2; i++) {
-                        if(c==0) {
-                            sum_even[s][i] = in_even[2*2*c*N_STOKES + 2*s + i];
-                            sum_odd[s][i]  =  in_odd[2*2*c*N_STOKES + 2*s + i];
-                        } else {
-                            sum_even[s][i] += in_even[2*2*c*N_STOKES + 2*s + i];
-                            sum_odd[s][i]  +=  in_odd[2*2*c*N_STOKES + 2*s + i];
-                        }
-                    }
+                val_even = _mm256_load_si256(in_even256 + c);
+                val_odd  = _mm256_load_si256(in_even256 + 1 + c);
+                if(c==0) {
+                    sum_even = val_even;
+                    sum_odd = val_odd;
+                } else {
+                    sum_even = _mm256_add_epi32(sum_even, val_even);
+                    sum_odd = _mm256_add_epi32(sum_even, val_odd);
                 }
-            }
 
-            // Write to output and clear accumulators
-            for (s=0; s<N_STOKES; s++) {
-                for (i=0; i<2; i++) {
-                    out_sum[(b*N_CHAN_PROCESSED + chan)*N_STOKES*2 + 2*s + i] = sum_even[s][i] + sum_odd[s][i];
-                    out_diff[(b*N_CHAN_PROCESSED + chan)*N_STOKES*2 + 2*s + i] = sum_even[s][i] - sum_odd[s][i];
-                }
             }
+            // Write to output
+            _mm256_store_si256(out_sum256  + (b*N_CHAN_PROCESSED + chan), _mm256_add_epi32(sum_even, sum_odd));
+            _mm256_store_si256(out_diff256 + (b*N_CHAN_PROCESSED + chan), _mm256_sub_epi32(sum_even, sum_odd));
+#else
+            // Load and write sum/diff
+            val_even = _mm256_load_si256(in_even256);
+            val_odd  = _mm256_load_si256(in_even256 + 1);
+            _mm256_store_si256(out_sum256  + (b*N_CHAN_PROCESSED + chan), _mm256_add_epi32(val_even, val_odd));
+            _mm256_store_si256(out_diff256 + (b*N_CHAN_PROCESSED + chan), _mm256_sub_epi32(val_even, val_odd));
+#endif
 
-            in_even += (CATCHER_CHAN_SUM * 2 * N_STOKES * 2);
-            in_odd  = in_even + N_STOKES*2;
+            in_even256 += (CATCHER_CHAN_SUM * 2);
         }
     }
 }
@@ -777,6 +784,10 @@ static void *run(hashpipe_thread_args_t * args)
             }
         }
 
+        // reset elapsed time counters
+        elapsed_w_ns = 0;
+        elapsed_t_ns = 0.0;
+
         // Get template filename from redis
         hashpipe_status_lock_safe(&st);
         hgets(st.buf, "HDF5TPLT", 128, template_fname);
@@ -897,7 +908,9 @@ static void *run(hashpipe_thread_args_t * args)
             //write data to file
 	    clock_gettime(CLOCK_MONOTONIC, &w_start);
             write_channels(&sum_file, file_nts-1, bl, mem_space, (uint64_t *)bl_buf_sum); 
+#ifndef SKIP_DIFF
             write_channels(&diff_file, file_nts-1, bl, mem_space, (uint64_t *)bl_buf_diff); 
+#endif
 	    clock_gettime(CLOCK_MONOTONIC, &w_stop);
             flags = flags;
             nsamples = nsamples;

From 7a84831ed52938b8d0ca861c967674c88381b0a7 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 14 Nov 2018 03:31:34 +0000
Subject: [PATCH 138/420] Fix middle mcnt calculation

Which was completely wrong.
---
 src/paper_gpu_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index 378dec7f..d57da480 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -145,7 +145,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
               hashpipe_status_unlock_safe(&st);
               // Compute last mcount
               last_mcount = start_mcount + TIME_DEMUX*(int_count-N_TIME_PER_BLOCK);// * N_SUB_BLOCKS_PER_INPUT_BLOCK;
-              middle_mcount = (last_mcount - start_mcount + N_TIME_PER_BLOCK) >> 2;
+              middle_mcount = (last_mcount + start_mcount + TIME_DEMUX*N_TIME_PER_BLOCK) >> 1;
               fprintf(stdout, "Accumulating %d spectra to mcount: %lu\n", int_count, last_mcount);
             // Else (missed starting mcount)
             } else {

From 8012b39e4289b2ca1696a53a47f8da17b5fa1d4c Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 14 Nov 2018 05:54:45 +0000
Subject: [PATCH 139/420] Transpose bl-chan on X-engines

This commit modifies the X-engine output code so that data are output
baselines x chan x stokes x complexity.

Since each X-engine only has access to a subset of frequency channels
from the total system, the receiver accepts them into a buffer structured
n-xengs x baselines x chan-per-xeng x stokes x complexity. The "transpose"
function in the disk writing thread has been modified to deal with the
irritating n-xengs axis.

This code obtains ~7.5 - 8 Gb/s throughput. It hasn't been tested with TVGs,
and redis plots show no bandpasses for connected antennas. It is likely
an addressing bug(s) exist somewhere.
---
 src/hera_catcher_disk_thread.c | 72 +++++++++++++++++++---------------
 src/hera_catcher_net_thread.c  | 19 ++++++---
 src/hera_gpu_output_thread.c   | 12 +++---
 src/paper_databuf.h            | 10 ++++-
 4 files changed, 67 insertions(+), 46 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 9a6d729f..99233b6b 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -565,7 +565,7 @@ static void compute_uvw_array(double* uvw, enu_t *ant_pos, bl_t *bl_order) {
 
 /*
 Given an entire input buffer --
-1 time x N_bls x N_chans x 2(even/odd samples) x N_stokes x 2(real/imag)
+1 time x n-xengines x N_bls x N_chans-per-x x 2(even/odd samples) x N_stokes x 2(real/imag)
 Write --
 even/odd-sum x 1 bl x N_chans x N_stokes x 2 (real/imag) into `out_sum`.
 even/odd-diff dx 1 bl x N_chans x N_stokes x 2 (real/imag) into `out_diff`.
@@ -574,10 +574,9 @@ This function sums over CATCHER_SUM_CHANS as it transposes, and computes even/od
 
 */
 // Get the even-sample / first-pol / first-complexity of the correlatoion buffer for chan `c` baseline `b`
-#define corr_databuf_data_idx(c, b) (2*2*N_STOKES*(c + (b*N_CHAN_RECEIVED)))
 static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff, int bl) {
     
-    int b, chan;
+    int b, chan, xeng, xchan;
     // Buffers for a single full-stokes baseline
 #if CATCHER_CHAN_SUM != 1
     int c;
@@ -587,38 +586,43 @@ static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff,
     __m256i val_even = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
     __m256i val_odd  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
 
-    __m256i *in_even256  = (__m256i *)(in + corr_databuf_data_idx(0,bl));
+    __m256i *in_even256;
     __m256i *out_sum256  = (__m256i *)out_sum;
     __m256i *out_diff256 = (__m256i *)out_diff;
 
     for(b=0; b<N_BL_PER_WRITE; b++) {
-        for (chan=0; chan<N_CHAN_PROCESSED; chan++) {
-            // Load all the values for an accumulation
+        for (xeng=0; xeng<N_XENGINES_PER_TIME; xeng++) {
+            in_even256  = (__m256i *)(in + hera_catcher_input_databuf_by_bl_idx32(xeng,bl));
+            //FIXME: The following only works if N_CHAN_PROCESSED/N_XENGINES_PER_TIME is divisible by CATCHER_CHAN_SUM
+            for (xchan=0; xchan<N_CHAN_PROCESSED/N_XENGINES_PER_TIME; xchan++) {
+                chan = xeng*N_CHAN_PROCESSED/N_XENGINES_PER_TIME + xchan;
+                // Load all the values for an accumulation
 #if CATCHER_CHAN_SUM != 1
-            for(c=0; c<CATCHER_CHAN_SUM; c++) {
-                val_even = _mm256_load_si256(in_even256 + c);
-                val_odd  = _mm256_load_si256(in_even256 + 1 + c);
-                if(c==0) {
-                    sum_even = val_even;
-                    sum_odd = val_odd;
-                } else {
-                    sum_even = _mm256_add_epi32(sum_even, val_even);
-                    sum_odd = _mm256_add_epi32(sum_even, val_odd);
-                }
+                for(c=0; c<CATCHER_CHAN_SUM; c++) {
+                    val_even = _mm256_load_si256(in_even256 + 2*c);
+                    val_odd  = _mm256_load_si256(in_even256 + 2*c + 1);
+                    if(c==0) {
+                        sum_even = val_even;
+                        sum_odd = val_odd;
+                    } else {
+                        sum_even = _mm256_add_epi32(sum_even, val_even);
+                        sum_odd = _mm256_add_epi32(sum_even, val_odd);
+                    }
 
-            }
-            // Write to output
-            _mm256_store_si256(out_sum256  + (b*N_CHAN_PROCESSED + chan), _mm256_add_epi32(sum_even, sum_odd));
-            _mm256_store_si256(out_diff256 + (b*N_CHAN_PROCESSED + chan), _mm256_sub_epi32(sum_even, sum_odd));
+                }
+                // Write to output
+                _mm256_store_si256(out_sum256  + (b*N_CHAN_PROCESSED + chan), _mm256_add_epi32(sum_even, sum_odd));
+                _mm256_store_si256(out_diff256 + (b*N_CHAN_PROCESSED + chan), _mm256_sub_epi32(sum_even, sum_odd));
 #else
-            // Load and write sum/diff
-            val_even = _mm256_load_si256(in_even256);
-            val_odd  = _mm256_load_si256(in_even256 + 1);
-            _mm256_store_si256(out_sum256  + (b*N_CHAN_PROCESSED + chan), _mm256_add_epi32(val_even, val_odd));
-            _mm256_store_si256(out_diff256 + (b*N_CHAN_PROCESSED + chan), _mm256_sub_epi32(val_even, val_odd));
+                // Load and write sum/diff
+                val_even = _mm256_load_si256(in_even256);
+                val_odd  = _mm256_load_si256(in_even256 + 1);
+                _mm256_store_si256(out_sum256  + (b*N_CHAN_PROCESSED + chan), _mm256_add_epi32(val_even, val_odd));
+                _mm256_store_si256(out_diff256 + (b*N_CHAN_PROCESSED + chan), _mm256_sub_epi32(val_even, val_odd));
 #endif
 
-            in_even256 += (CATCHER_CHAN_SUM * 2);
+                in_even256 += (CATCHER_CHAN_SUM * TIME_DEMUX);
+            }
         }
     }
 }
@@ -731,13 +735,14 @@ static void *run(hashpipe_thread_args_t * args)
     int rv;
     int curblock_in=0;
     int bl;
-    int a, chan;
+    int a, xeng, xchan, chan;
     double curr_file_time = -1.0;
     double file_start_t, file_stop_t, file_duration;
     int64_t file_obs_id, file_nblts=0, file_nts=0;
 
     hdf5_id_t sum_file, diff_file;
     
+    // aligned_alloc because we're going to use 256-bit AVX instructions
     int32_t *bl_buf_sum  = (int32_t *)aligned_alloc(32, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
     int32_t *bl_buf_diff = (int32_t *)aligned_alloc(32, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
 
@@ -932,11 +937,14 @@ static void *run(hashpipe_thread_args_t * args)
                 // auto_indices default to -1. Use this test to delete
                 // redis keys for invalid antennas
                 if (auto_indices[a] >= 0) {
-                    for (chan=0; chan<N_CHAN_PROCESSED; chan++) {
-                        // Divide out accumulation length.
-                        // Don't divide out integration over frequency channels (if any)
-                        auto_corr_n[chan] = (float) db_in32[corr_databuf_data_idx(chan, auto_indices[a])] / acc_len;
-                        auto_corr_e[chan] = (float) db_in32[corr_databuf_data_idx(chan, auto_indices[a]) + 2] / acc_len;
+                    for (xeng=0; xeng<N_XENGINES_PER_TIME; xeng++) {
+                        for (xchan=0; xchan<N_CHAN_PROCESSED/N_XENGINES_PER_TIME; xchan++) {
+                            chan = xeng*N_CHAN_PROCESSED/N_XENGINES_PER_TIME + xchan;
+                            // Divide out accumulation length.
+                            // Don't divide out integration over frequency channels (if any)
+                            auto_corr_n[chan] = (float) db_in32[hera_catcher_input_databuf_by_bl_idx32(xeng, auto_indices[a]) + (N_STOKES*2*TIME_DEMUX*xchan)] / acc_len;
+                            auto_corr_e[chan] = (float) db_in32[hera_catcher_input_databuf_by_bl_idx32(xeng, auto_indices[a]) + (N_STOKES*2*TIME_DEMUX*xchan) + 2] / acc_len;
+                        }
                     }
                     reply = redisCommand(c, "SET auto:%dn %b", a, auto_corr_n, (size_t) (sizeof(float) * N_CHAN_PROCESSED));
                     freeReplyObject(reply);
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 0d91fb33..eb9e76ee 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -155,7 +155,7 @@ static inline uint64_t process_packet(
 	hera_catcher_input_databuf_t *hera_catcher_input_databuf_p, unsigned char*p_frame)
 {
 
-    int i;
+    int i, j;
     int rv;
     static block_info_t binfo;
     packet_header_t *packet_header_p;
@@ -246,16 +246,23 @@ static inline uint64_t process_packet(
     binfo.block_packet_counter[binfo.block_i]++;
 
     // Copy data into buffer
-    dest_p = (uint32_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx32(xeng_id, offset));
+    dest_p = (uint32_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id / TIME_DEMUX, offset));
     payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t));
+    if (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id / TIME_DEMUX, offset) >= 455344128L) {
+        fprintf(stderr, "databuf offset outside allowed range!\n");
+        fprintf(stderr, "offset is %lu\n", (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id/TIME_DEMUX, offset)));
+        fprintf(stderr, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d\n", mcnt, time_demux_block, offset, xeng_id/TIME_DEMUX);
+    }
     //fprintf(stdout, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d (%d,%d), payload:%d, block:%d\n", mcnt, time_demux_block, offset, xeng_id, ((int32_t *)payload_p)[0], ((int32_t*)payload_p)[1], payload_len, binfo.block_i);
-    //fprintf(stdout, "offset is %u\n", (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id, offset)));
+    //fprintf(stdout, "offset is %lu\n", (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id/TIME_DEMUX, offset)));
     //fprintf(stdout, "offset: %d\n", hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset));
     
-    //memcpy(dest_p, payload_p, payload_len);
     // Copy with byte swap
-    for(i=0; i<(payload_len >> 2); i++){
-        dest_p[i] = be32toh(payload_p[i]);
+    for(i=0; i<(payload_len >> 2); i+=8){
+        for (j=0; j<8; j++) {
+            dest_p[TIME_DEMUX*i + j] = be32toh(payload_p[i + j]);
+            //dest_p[i + j] = be32toh(payload_p[i + j]);
+        }
     }
     
     return netmcnt;
diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index ad6a2746..0f9ab029 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -388,12 +388,12 @@ static void *run(hashpipe_thread_args_t * args)
         pktdata_t * p_out = pkt.data;
         clock_gettime(CLOCK_MONOTONIC, &pkt_start);
         // Iterate over blocks of XENG_CHAN_SUM channels. An inner loop will sum these
-        for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan=casper_chan+XENG_CHAN_SUM) {
-          // This used to de-interleave channels.  De-interleaving is no longer
-          // needed, but we choose to continue maintaining the distinction
-          // between casper_chan and gpu_chan.
-          gpu_chan = casper_chan;
-          for(baseline=0; baseline<N_CASPER_COMPLEX_PER_CHAN; baseline++) {
+        for(baseline=0; baseline<N_CASPER_COMPLEX_PER_CHAN; baseline++) {
+          for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan=casper_chan+XENG_CHAN_SUM) {
+            // This used to de-interleave channels.  De-interleaving is no longer
+            // needed, but we choose to continue maintaining the distinction
+            // between casper_chan and gpu_chan.
+            gpu_chan = casper_chan;
             off_t idx_regtile = idx_map[baseline];
             for(sum_chan=0; sum_chan<XENG_CHAN_SUM; sum_chan++) {
               if (sum_chan == 0) {
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index fdb83755..41597f10 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -36,6 +36,8 @@
 #define N_BYTES_PER_BLOCK            (N_TIME_PER_BLOCK * N_CHAN_PER_X * N_INPUTS)
 #define N_PACKETS_PER_BLOCK          (N_BYTES_PER_BLOCK / N_BYTES_PER_PACKET)
 #define N_PACKETS_PER_BLOCK_PER_F    (N_PACKETS_PER_BLOCK * N_INPUTS_PER_PACKET / 2 / N_FENGINES)
+// Number of X-engines per time slice. E.g. for HERA: 8.
+#define N_XENGINES_PER_TIME (N_CHAN_TOTAL / N_CHAN_PER_X)
 
 // Validate packet dimensions
 #if    N_BYTES_PER_PACKET != (N_TIME_PER_PACKET*N_CHAN_PER_PACKET*N_INPUTS_PER_PACKET)
@@ -287,8 +289,12 @@ typedef struct hera_catcher_input_databuf {
   hera_catcher_input_block_t block[CATCHER_N_BLOCKS];
 } hera_catcher_input_databuf_t;
 
-#define hera_catcher_input_databuf_idx32(x, o) \
-  (2L*(VIS_MATRIX_ENTRIES_PER_CHAN * (N_CHAN_PER_X/XENG_CHAN_SUM)*x) + (o>>2))
+// Catcher input buffer has dimensions:
+// n-xengines x n-baselines x nchans-per-x x time-demux x stokes x real/imag
+#define hera_catcher_input_databuf_idx32(t, x, o) \
+  (2L*TIME_DEMUX*(VIS_MATRIX_ENTRIES_PER_CHAN * (N_CHAN_PER_X/XENG_CHAN_SUM)*(x)) + (TIME_DEMUX*((o)>>2)) + (2*N_STOKES*(t)))
+#define hera_catcher_input_databuf_by_bl_idx32(x, b) \
+  (2L*TIME_DEMUX*(N_CHAN_PER_X/XENG_CHAN_SUM)*((VIS_MATRIX_ENTRIES_PER_CHAN * (x)) + (b)))
 
 /*
  * INPUT BUFFER FUNCTIONS

From 593d9c86ec47090110973cab80cc6a267c32f9b9 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 14 Nov 2018 16:33:34 +0000
Subject: [PATCH 140/420] Make stokes the fastest varying axis

---
 src/hera_gpu_output_thread.c | 106 ++++++++++++++++++-----------------
 1 file changed, 55 insertions(+), 51 deletions(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index 0f9ab029..c1afcd3e 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -2,7 +2,7 @@
 //
 // Sends integrated GPU output to "catcher" machine for assimilation into a
 // dataset. Unlike the original PAPER output thread, this code integrates
-// over XENG_CHAN_SUM channels, TODO: and performs a channel x baseline transpose
+// over XENG_CHAN_SUM channels, and performs a channel x baseline transpose
 
 #include <stdio.h>
 #include <string.h>
@@ -341,7 +341,7 @@ static void *run(hashpipe_thread_args_t * args)
     /* Main loop */
     int rv;
     int casper_chan, gpu_chan, sum_chan;
-    int baseline;
+    int baseline, pol;
     unsigned int dumps = 0;
     int block_idx = 0;
     struct timespec start, stop;
@@ -383,64 +383,68 @@ static void *run(hashpipe_thread_args_t * args)
         uint32_t nbytes = 0;
 
         // Unpack and convert in packet sized chunks
+        // output data in order: baseline x chan x stokes (slowest to fastest varying)
         pktdata_t * pf_re  = db->block[block_idx].data;
         pktdata_t * pf_im  = db->block[block_idx].data + xgpu_info.matLength;
         pktdata_t * p_out = pkt.data;
         clock_gettime(CLOCK_MONOTONIC, &pkt_start);
-        // Iterate over blocks of XENG_CHAN_SUM channels. An inner loop will sum these
-        for(baseline=0; baseline<N_CASPER_COMPLEX_PER_CHAN; baseline++) {
+        // Iterate over blocks of N_STOKES baselines. All stokes are sent in adjacent words
+        for(baseline=0; baseline<N_CASPER_COMPLEX_PER_CHAN; baseline+=N_STOKES) {
+          // Iterate over blocks of XENG_CHAN_SUM channels. An inner loop will sum these
           for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan=casper_chan+XENG_CHAN_SUM) {
-            // This used to de-interleave channels.  De-interleaving is no longer
-            // needed, but we choose to continue maintaining the distinction
-            // between casper_chan and gpu_chan.
-            gpu_chan = casper_chan;
-            off_t idx_regtile = idx_map[baseline];
-            for(sum_chan=0; sum_chan<XENG_CHAN_SUM; sum_chan++) {
-              if (sum_chan == 0) {
-                re = pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
-                im = pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
-              } else {
-                re += pf_re[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile];
-                im += pf_im[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile];
-              }
-            }
-            *p_out++ = CONVERT(re);
-            *p_out++ = CONVERT(-im); // Conjugate to match downstream expectations.
-            nbytes += 2*sizeof(pktdata_t);
-            if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
-              int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0);
-              if(bytes_sent == -1) {
-                // Send all packets even if cactcher is not listening (i.e. we
-                // we get a connection refused error), but abort sending this
-                // dump if we get any other error.
-                if(errno != ECONNREFUSED) {
-                  perror("send");
-                  // Update stats
-                  hashpipe_status_lock_safe(&st);
-                  hgetu4(st.buf, "OUTDUMPS", &dumps);
-                  hputu4(st.buf, "OUTDUMPS", ++dumps);
-                  hputr4(st.buf, "OUTSECS", 0.0);
-                  hputr4(st.buf, "OUTMBPS", 0.0);
-                  hashpipe_status_unlock_safe(&st);
-                  // Break out of both for loops
-                  goto done_sending;
+            for(pol=0; pol<N_STOKES; pol++) {
+              // This used to de-interleave channels.  De-interleaving is no longer
+              // needed, but we choose to continue maintaining the distinction
+              // between casper_chan and gpu_chan.
+              gpu_chan = casper_chan;
+              off_t idx_regtile = idx_map[baseline + pol];
+              for(sum_chan=0; sum_chan<XENG_CHAN_SUM; sum_chan++) {
+                if (sum_chan == 0) {
+                  re = pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
+                  im = pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
+                } else {
+                  re += pf_re[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile];
+                  im += pf_im[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile];
                 }
-              } else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
-                printf("only sent %d of %lu bytes!!!\n", bytes_sent, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
               }
+              *p_out++ = CONVERT(re);
+              *p_out++ = CONVERT(-im); // Conjugate to match downstream expectations.
+              nbytes += 2*sizeof(pktdata_t);
+              if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
+                int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0);
+                if(bytes_sent == -1) {
+                  // Send all packets even if cactcher is not listening (i.e. we
+                  // we get a connection refused error), but abort sending this
+                  // dump if we get any other error.
+                  if(errno != ECONNREFUSED) {
+                    perror("send");
+                    // Update stats
+                    hashpipe_status_lock_safe(&st);
+                    hgetu4(st.buf, "OUTDUMPS", &dumps);
+                    hputu4(st.buf, "OUTDUMPS", ++dumps);
+                    hputr4(st.buf, "OUTSECS", 0.0);
+                    hputr4(st.buf, "OUTMBPS", 0.0);
+                    hashpipe_status_unlock_safe(&st);
+                    // Break out of both for loops
+                    goto done_sending;
+                  }
+                } else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
+                  printf("only sent %d of %lu bytes!!!\n", bytes_sent, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
+                }
 
-              // Delay to prevent overflowing network TX queue
-              clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
-              packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
-              if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000) {
-                nanosleep(&packet_delay, NULL);
-              }
+                // Delay to prevent overflowing network TX queue
+                clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
+                packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
+                if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000) {
+                  nanosleep(&packet_delay, NULL);
+                }
 
-              // Setup for next packet
-              p_out = pkt.data;
-              pkt_start = pkt_stop;
-              // Update header's byte_offset for this chunk
-              pkt.hdr.offset = OFFSET(nbytes);
+                // Setup for next packet
+                p_out = pkt.data;
+                pkt_start = pkt_stop;
+                // Update header's byte_offset for this chunk
+                pkt.hdr.offset = OFFSET(nbytes);
+              }
             }
           }
         }

From 0e0d909c9fdc17725c5c045a39b678adcf19e5d6 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 14 Nov 2018 16:36:12 +0000
Subject: [PATCH 141/420] Add simple python databuf checkers

---
 src/tests/check_fluff_output_databuf.py | 46 +++++++++++++++++++++++++
 src/tests/check_gpu_output_databuf.py   | 21 +++++++++++
 src/tests/check_net_output_databuf.py   | 32 +++++++++++++++++
 3 files changed, 99 insertions(+)
 create mode 100644 src/tests/check_fluff_output_databuf.py
 create mode 100644 src/tests/check_gpu_output_databuf.py
 create mode 100644 src/tests/check_net_output_databuf.py

diff --git a/src/tests/check_fluff_output_databuf.py b/src/tests/check_fluff_output_databuf.py
new file mode 100644
index 00000000..3bdabbf0
--- /dev/null
+++ b/src/tests/check_fluff_output_databuf.py
@@ -0,0 +1,46 @@
+#! /usr/bin/env python
+
+import sys
+import numpy as np
+
+NTIMES = 2048
+NTIME_FAST = 4
+NCHAN = 384
+NANT  = 192
+NPOL  = 2
+NCPLX = 2
+
+
+with open(sys.argv[1], 'r') as fh:
+    raw = fh.read()
+
+x = np.fromstring(raw, dtype='b')
+
+x = x.reshape(NTIMES/NTIME_FAST, NCHAN, NANT, NPOL, NCPLX, NTIME_FAST)
+
+tvg = np.zeros([NANT, NPOL, NCHAN, NCPLX])
+
+# Generate a test vector valid for all times
+for a in range(NANT):
+    for p in range(NPOL):
+        chan_ramp = (np.arange(NCHAN) + 2*(a%3) + p) % 256
+        chan_ramp_r = chan_ramp >> 4
+        chan_ramp_i = chan_ramp & 0xf
+        chan_ramp_r[chan_ramp_r > 7] -= 16
+        chan_ramp_i[chan_ramp_i > 7] -= 16
+        tvg[a,p,:,1] = chan_ramp_r
+        tvg[a,p,:,0] = chan_ramp_i
+
+#print x[0,:,0,0,0,0]
+#print tvg[0,0,:,0]
+#exit()
+
+for a in range(12):
+    ok = True
+    for p in range(NPOL):
+        for t in range(NTIMES/NTIME_FAST):
+            for t_fast in range(NTIME_FAST):
+                for cplx in range(NCPLX):
+                    ok = ok and np.all(tvg[a, p, :, cplx] == x[t, :, a, p, cplx, t_fast])
+    print "Antenna %d: OK?:" % a, ok
+    #print tvg[a,0,:,:], x[0,:,a,0,:,0]
diff --git a/src/tests/check_gpu_output_databuf.py b/src/tests/check_gpu_output_databuf.py
new file mode 100644
index 00000000..c094631e
--- /dev/null
+++ b/src/tests/check_gpu_output_databuf.py
@@ -0,0 +1,21 @@
+#! /usr/bin/env python
+
+import sys
+import numpy as np
+
+NTIMES = 2048
+NTIME_FAST = 4
+NCHAN = 384
+NANT  = 192
+NPOL  = 2
+NCPLX = 2
+
+
+with open(sys.argv[1], 'r') as fh:
+    raw = fh.read()
+
+x = np.fromstring(raw, dtype=np.int32)
+
+print "All values equal to 0?:", np.all(x == 0)
+print "All values divisible by 2048?:", np.all((x % 2048) == 0)
+print "All values divisible by 262144?:", np.all((x % 262144) == 0)
diff --git a/src/tests/check_net_output_databuf.py b/src/tests/check_net_output_databuf.py
new file mode 100644
index 00000000..3844d67c
--- /dev/null
+++ b/src/tests/check_net_output_databuf.py
@@ -0,0 +1,32 @@
+#! /usr/bin/env python
+
+import sys
+import numpy as np
+
+NTIMES = 2048
+NTIME_PER_PKT = 2
+NCHAN_PER_PKT = 384
+NANT_PER_PKT = 3
+NANT_TOTAL = 192
+NPOL_PER_PKT = 2
+
+
+with open(sys.argv[1], 'r') as fh:
+    raw = fh.read()
+
+x = np.fromstring(raw, dtype='B')
+
+x = x.reshape(NTIMES/NTIME_PER_PKT, NANT_TOTAL, NCHAN_PER_PKT, NTIME_PER_PKT, NPOL_PER_PKT)
+
+tvg = np.zeros([NTIMES/NTIME_PER_PKT, NANT_TOTAL, NCHAN_PER_PKT, NTIME_PER_PKT, NPOL_PER_PKT])
+
+ramp = np.arange(384) % 256
+for t in range(NTIMES/NTIME_PER_PKT):
+    for t_pkt in range(NTIME_PER_PKT):
+        for a in range(NANT_TOTAL):
+            for p in range(NPOL_PER_PKT):
+                tvg[t, a, :, t_pkt, p] = (np.arange(384) + 2*(a%3) + p) % 256
+
+for a in range(NANT_TOTAL):
+    print "Antenna %d: OK?:" % a,
+    print np.all(tvg[:,a,:,:,:] == x[:,a,:,:,:])

From d3f249462fa470a404ba6f16610de16f608b2711 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 14 Nov 2018 21:47:45 +0000
Subject: [PATCH 142/420] Buffer indexing fixes

Auto correlation plots (via redis) look OK. No TVG check yet.
---
 src/hera_catcher_disk_thread.c | 2 ++
 src/hera_catcher_net_thread.c  | 4 ++--
 src/paper_databuf.h            | 4 ++--
 3 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 99233b6b..4825445c 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -937,6 +937,7 @@ static void *run(hashpipe_thread_args_t * args)
                 // auto_indices default to -1. Use this test to delete
                 // redis keys for invalid antennas
                 if (auto_indices[a] >= 0) {
+                    //fprintf(stdout, "Reporting autocorrs for ant %d (bl %d) to redis\n", a, auto_indices[a]);
                     for (xeng=0; xeng<N_XENGINES_PER_TIME; xeng++) {
                         for (xchan=0; xchan<N_CHAN_PROCESSED/N_XENGINES_PER_TIME; xchan++) {
                             chan = xeng*N_CHAN_PROCESSED/N_XENGINES_PER_TIME + xchan;
@@ -944,6 +945,7 @@ static void *run(hashpipe_thread_args_t * args)
                             // Don't divide out integration over frequency channels (if any)
                             auto_corr_n[chan] = (float) db_in32[hera_catcher_input_databuf_by_bl_idx32(xeng, auto_indices[a]) + (N_STOKES*2*TIME_DEMUX*xchan)] / acc_len;
                             auto_corr_e[chan] = (float) db_in32[hera_catcher_input_databuf_by_bl_idx32(xeng, auto_indices[a]) + (N_STOKES*2*TIME_DEMUX*xchan) + 2] / acc_len;
+                            fprintf(stdout, "ant %d: chan %d, xeng: %d, xchan: %d, val: %f\n", a, chan, xeng, xchan, auto_corr_n[chan]);
                         }
                     }
                     reply = redisCommand(c, "SET auto:%dn %b", a, auto_corr_n, (size_t) (sizeof(float) * N_CHAN_PROCESSED));
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index eb9e76ee..1d98edf8 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -246,14 +246,14 @@ static inline uint64_t process_packet(
     binfo.block_packet_counter[binfo.block_i]++;
 
     // Copy data into buffer
-    dest_p = (uint32_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id / TIME_DEMUX, offset));
+    dest_p = (uint32_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx32(time_demux_block, (xeng_id % N_XENGINES_PER_TIME), offset));
     payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t));
     if (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id / TIME_DEMUX, offset) >= 455344128L) {
         fprintf(stderr, "databuf offset outside allowed range!\n");
         fprintf(stderr, "offset is %lu\n", (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id/TIME_DEMUX, offset)));
         fprintf(stderr, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d\n", mcnt, time_demux_block, offset, xeng_id/TIME_DEMUX);
     }
-    //fprintf(stdout, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d (%d,%d), payload:%d, block:%d\n", mcnt, time_demux_block, offset, xeng_id, ((int32_t *)payload_p)[0], ((int32_t*)payload_p)[1], payload_len, binfo.block_i);
+    //fprintf(stdout, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d pointer: %lu\n", mcnt, time_demux_block, offset, xeng_id, hera_catcher_input_databuf_idx32(time_demux_block, (xeng_id % N_XENGINES_PER_TIME), offset));
     //fprintf(stdout, "offset is %lu\n", (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id/TIME_DEMUX, offset)));
     //fprintf(stdout, "offset: %d\n", hera_catcher_input_databuf_idx64(time_demux_block, packet_header_p->xeng_id, packet_header_p->offset));
     
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 41597f10..48ad8a59 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -36,7 +36,7 @@
 #define N_BYTES_PER_BLOCK            (N_TIME_PER_BLOCK * N_CHAN_PER_X * N_INPUTS)
 #define N_PACKETS_PER_BLOCK          (N_BYTES_PER_BLOCK / N_BYTES_PER_PACKET)
 #define N_PACKETS_PER_BLOCK_PER_F    (N_PACKETS_PER_BLOCK * N_INPUTS_PER_PACKET / 2 / N_FENGINES)
-// Number of X-engines per time slice. E.g. for HERA: 8.
+// Number of X-engines per time slice. E.g. for HERA: 16.
 #define N_XENGINES_PER_TIME (N_CHAN_TOTAL / N_CHAN_PER_X)
 
 // Validate packet dimensions
@@ -294,7 +294,7 @@ typedef struct hera_catcher_input_databuf {
 #define hera_catcher_input_databuf_idx32(t, x, o) \
   (2L*TIME_DEMUX*(VIS_MATRIX_ENTRIES_PER_CHAN * (N_CHAN_PER_X/XENG_CHAN_SUM)*(x)) + (TIME_DEMUX*((o)>>2)) + (2*N_STOKES*(t)))
 #define hera_catcher_input_databuf_by_bl_idx32(x, b) \
-  (2L*TIME_DEMUX*(N_CHAN_PER_X/XENG_CHAN_SUM)*((VIS_MATRIX_ENTRIES_PER_CHAN * (x)) + (b)))
+  (2L*TIME_DEMUX*(N_CHAN_PER_X/XENG_CHAN_SUM)*((VIS_MATRIX_ENTRIES_PER_CHAN * (x)) + (N_STOKES*b)))
 
 /*
  * INPUT BUFFER FUNCTIONS

From 90dec77ee32e2b5cdce6a824ce42ff5e13477295 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 28 Nov 2018 17:30:39 +0000
Subject: [PATCH 143/420] Wait longer before releasing nethold

---
 src/scripts/catcher_up.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/catcher_up.py b/src/scripts/catcher_up.py
index d981a263..5391bfea 100755
--- a/src/scripts/catcher_up.py
+++ b/src/scripts/catcher_up.py
@@ -51,7 +51,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 run_on_hosts([args.host], ['taskset', cpu_mask, 'hashpipe_redis_gateway.rb', '-g', args.host, '-i', '0'])
 
 # Wait for the gateways to come up
-time.sleep(5)
+time.sleep(10)
 
 # Generate the meta-data template
 run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)

From d152b6b5f90c174b760c60112824f5aaddcfe8cc Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Wed, 28 Nov 2018 12:15:33 -0800
Subject: [PATCH 144/420] Make fix for antenna positions

---
 src/scripts/hera_make_hdf5_template.py | 17 ++++++++++++++---
 1 file changed, 14 insertions(+), 3 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 1b22ba40..01da253f 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -75,6 +75,12 @@ def get_antpos_enu(antpos, lat, lon, alt):
     enu  = uvutils.ENU_from_ECEF(ecef, lat, lon, alt)
     return enu
 
+def get_telescope_location_ecef(lat, lon, alt):
+    import pyuvdata.utils as uvutils
+    xyz = uvutils.XYZ_from_LatLonAlt(lat, lon, alt)
+    ecef = uvutils.ECEF_from_ENU(xyz, lat, lon, alt)
+    return ecef
+
 def create_header(h5, use_cm=False, use_redis=False):
     """
     Create an HDF5 file with appropriate datasets in a "Header"
@@ -147,13 +153,18 @@ def create_header(h5, use_cm=False, use_redis=False):
     header.create_dataset("telescope_name", data=np.string_("HERA"))
     header.create_dataset("vis_units",  data=np.string_("UNCALIB"))
     if use_cm:
+        # convert lat and lon from degrees -> radians
+        lat = cminfo['cofa_lat'] * np.pi / 180.
+        lon = cminfo['cofa_lon'] * np.pi / 180.
+        alt = cminfo['cofa_alt']
+        telescope_location_ecef = get_telescope_location_ecef(lat, lon, alt)
         header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
-        ant_pos = np.zeros([NANTS,3], dtype=np.int64)
-        ant_pos_enu = np.zeros([NANTS,3], dtype=np.int64)
+        ant_pos = -1 * np.ones([NANTS,3], dtype=np.int64) * telescope_location_ecef
+        ant_pos_enu = -1 * np.ones([NANTS,3], dtype=np.int64) * telescope_location_ecef
         ant_names = ["NONE"]*NANTS
         ant_nums = [-1]*NANTS
         for n, i in enumerate(cminfo["antenna_numbers"]):
-            ant_pos[i]     = cminfo["antenna_positions"][n]
+            ant_pos[i]     = cminfo["antenna_positions"][n] - telescope_location_ecef
             ant_names[i]   = np.string_(cminfo["antenna_names"][n])
             ant_nums[i]    = cminfo["antenna_numbers"][n]
             ant_pos_enu[i] = cminfo["antenna_positions_enu"][n]

From 355fa4d3e1ab0313a30028744ef9ed57f5add4b1 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 29 Nov 2018 01:30:45 +0000
Subject: [PATCH 145/420] Fix pointer calculation bug

Baselines were being scrambled.
---
 src/hera_catcher_disk_thread.c | 2 +-
 src/paper_databuf.h            | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 4825445c..13527dd1 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -592,7 +592,7 @@ static void transpose_bl_chan(int32_t *in, int32_t *out_sum, int32_t *out_diff,
 
     for(b=0; b<N_BL_PER_WRITE; b++) {
         for (xeng=0; xeng<N_XENGINES_PER_TIME; xeng++) {
-            in_even256  = (__m256i *)(in + hera_catcher_input_databuf_by_bl_idx32(xeng,bl));
+            in_even256  = (__m256i *)(in + hera_catcher_input_databuf_by_bl_idx32(xeng, bl+b));
             //FIXME: The following only works if N_CHAN_PROCESSED/N_XENGINES_PER_TIME is divisible by CATCHER_CHAN_SUM
             for (xchan=0; xchan<N_CHAN_PROCESSED/N_XENGINES_PER_TIME; xchan++) {
                 chan = xeng*N_CHAN_PROCESSED/N_XENGINES_PER_TIME + xchan;
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 48ad8a59..83bd4a1d 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -294,7 +294,7 @@ typedef struct hera_catcher_input_databuf {
 #define hera_catcher_input_databuf_idx32(t, x, o) \
   (2L*TIME_DEMUX*(VIS_MATRIX_ENTRIES_PER_CHAN * (N_CHAN_PER_X/XENG_CHAN_SUM)*(x)) + (TIME_DEMUX*((o)>>2)) + (2*N_STOKES*(t)))
 #define hera_catcher_input_databuf_by_bl_idx32(x, b) \
-  (2L*TIME_DEMUX*(N_CHAN_PER_X/XENG_CHAN_SUM)*((VIS_MATRIX_ENTRIES_PER_CHAN * (x)) + (N_STOKES*b)))
+  (2L*TIME_DEMUX*(N_CHAN_PER_X/XENG_CHAN_SUM)*((VIS_MATRIX_ENTRIES_PER_CHAN * (x)) + (N_STOKES*(b))))
 
 /*
  * INPUT BUFFER FUNCTIONS

From 6706b34622155ab1215b95aca9ce946087d4f135 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 29 Nov 2018 01:31:37 +0000
Subject: [PATCH 146/420] Wait longer between starting catcher and releasing
 NETHOLD

If the catcher pipeline is not up when NETHOLD is released, it
will stay idle forever.
---
 src/scripts/catcher_up.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/scripts/catcher_up.py b/src/scripts/catcher_up.py
index 5391bfea..2358acd2 100755
--- a/src/scripts/catcher_up.py
+++ b/src/scripts/catcher_up.py
@@ -45,13 +45,14 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 
 # Start Catcher
 run_on_hosts([args.host], ['cd', '/data;', init, '0'], wait=True)
+time.sleep(15)
 
 # Start hashpipe<->redis gateways
 cpu_mask = '0x0004'
 run_on_hosts([args.host], ['taskset', cpu_mask, 'hashpipe_redis_gateway.rb', '-g', args.host, '-i', '0'])
 
 # Wait for the gateways to come up
-time.sleep(10)
+time.sleep(15)
 
 # Generate the meta-data template
 run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)

From ba3c145cc1117ac4394571d3726d1929393adb25 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 10 Dec 2018 22:50:39 +0000
Subject: [PATCH 147/420] Make maximum times-per-file a #define, and increase
 to 64

Also add error check for out-of-bounds condition.
---
 src/hera_catcher_disk_thread.c | 12 +++++++++---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 13527dd1..2fa9a502 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -44,6 +44,8 @@
 
 #define CPTR(VAR,CONST) ((VAR)=(CONST),&(VAR))
 
+#define MAXTIMES 64
+
 static hid_t complex_id;
 static hid_t boolenumtype;
 //static hid_t boolean_id;
@@ -140,7 +142,7 @@ see https://gist.github.com/simleb/5205083/
 static void make_extensible_hdf5(hdf5_id_t *id)
 {
     hsize_t dims[N_DATA_DIMS] = {0 * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 1,  N_CHAN_PROCESSED, N_STOKES};
-    hsize_t max_dims[N_DATA_DIMS] = {16 * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 1, N_CHAN_PROCESSED, N_STOKES};
+    hsize_t max_dims[N_DATA_DIMS] = {MAXTIMES * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 1, N_CHAN_PROCESSED, N_STOKES};
     hsize_t chunk_dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};
 
     hid_t file_space = H5Screate_simple(N_DATA_DIMS, dims, max_dims);
@@ -191,7 +193,7 @@ static void make_extensible_hdf5(hdf5_id_t *id)
 static void make_extensible_headers_hdf5(hdf5_id_t *id)
 {
     hsize_t dims1[DIM1] = {0};
-    hsize_t max_dims1[DIM1]   = {16 * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
+    hsize_t max_dims1[DIM1]   = {MAXTIMES * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
     hsize_t chunk_dims1[DIM1] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES};
 
     hid_t file_space = H5Screate_simple(DIM1, dims1, max_dims1);
@@ -231,7 +233,7 @@ static void make_extensible_headers_hdf5(hdf5_id_t *id)
 
     /* And now uvw_array, which has shape Nblts x 3 */
     hsize_t dims2[DIM2] = {0, 3};
-    hsize_t max_dims2[DIM2]   = {16 * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
+    hsize_t max_dims2[DIM2]   = {MAXTIMES * VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
     hsize_t chunk_dims2[DIM2] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
 
     file_space = H5Screate_simple(DIM2, dims2, max_dims2);
@@ -893,6 +895,10 @@ static void *run(hashpipe_thread_args_t * args)
         file_nblts += VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES;
         file_nts += 1;
 
+        if (file_nts > MAXTIMES) {
+            hashpipe_error(__FUNCTION__, "Writing time sample %d but maximum hardcoded limit is %d\n", file_nts, MAXTIMES);
+        }
+
         // extend the datasets with time axes and update filespace IDs
         extend_datasets(&sum_file, file_nts);
         extend_datasets(&diff_file, file_nts);

From fe4d537ebffcefaf69fd5e72b0e0faedc8743488 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 13 Dec 2018 02:50:11 +0000
Subject: [PATCH 148/420] Add lzf filter to flags and nsamples

---
 src/Makefile.am                |   8 +-
 src/hera_catcher_disk_thread.c |  26 ++-
 src/lzf/lzf.h                  |  99 +++++++++++
 src/lzf/lzfP.h                 | 165 ++++++++++++++++++
 src/lzf/lzf_c.c                | 295 +++++++++++++++++++++++++++++++++
 src/lzf/lzf_d.c                | 153 +++++++++++++++++
 src/lzf_filter.c               | 260 +++++++++++++++++++++++++++++
 src/lzf_filter.h               |   1 +
 8 files changed, 994 insertions(+), 13 deletions(-)
 create mode 100644 src/lzf/lzf.h
 create mode 100644 src/lzf/lzfP.h
 create mode 100644 src/lzf/lzf_c.c
 create mode 100644 src/lzf/lzf_d.c
 create mode 100644 src/lzf_filter.c
 create mode 120000 src/lzf_filter.h

diff --git a/src/Makefile.am b/src/Makefile.am
index c66e4d4c..aafab087 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -31,10 +31,10 @@ paper_threads = paper_fake_net_thread.c       \
                 hera_catcher_net_thread.c     \
                 hera_catcher_disk_thread.c    \
                 hera_gpu_output_thread.c      \
-                #lzf/lzf/lzf_c.c \
-                #lzf/lzf/lzf_d.c \
-                #lzf/lzf_filter.c \
-                #lzf_filter.h
+                lzf/lzf_c.c                   \
+                lzf/lzf_d.c                   \
+                lzf_filter.c                  \
+                lzf_filter.h
 
 paper_fluff = paper_fluff.h \
 	      paper_fluff.c
diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 2fa9a502..3832f5c2 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -23,7 +23,7 @@
 
 #include "hashpipe.h"
 #include "paper_databuf.h"
-//#include "lzf_filter.h"
+#include "lzf_filter.h"
 
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
@@ -146,15 +146,22 @@ static void make_extensible_hdf5(hdf5_id_t *id)
     hsize_t chunk_dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};
 
     hid_t file_space = H5Screate_simple(N_DATA_DIMS, dims, max_dims);
-    hid_t plist = H5Pcreate(H5P_DATASET_CREATE);
 
-    //hid_t plist_lzf = H5Pcreate(H5P_DATASET_CREATE);
-    //H5Pset_chunk(plist_lzf, N_DATA_DIMS, chunk_dims);
-    //H5Pset_shuffle(plist_lzf);
-    //H5Pset_filter(plist_lzf, H5PY_FILTER_LZF, H5Z_FLAG_OPTIONAL, 0, NULL);
+    // make plist for LZF datasets
+    int r;
+    r = register_lzf();
+    if (r<0) {
+      hashpipe_error(__FUNCTION__, "Failed to register LZF filter");
+      pthread_exit(NULL);
+    }
+    hid_t plist_lzf = H5Pcreate(H5P_DATASET_CREATE);
+    H5Pset_chunk(plist_lzf, N_DATA_DIMS, chunk_dims);
+    H5Pset_shuffle(plist_lzf);
+    H5Pset_filter(plist_lzf, H5PY_FILTER_LZF, H5Z_FLAG_OPTIONAL, 0, NULL);
 
+    // make plist for non-compressed datasets
+    hid_t plist = H5Pcreate(H5P_DATASET_CREATE);
     H5Pset_layout(plist, H5D_CHUNKED);
-
     H5Pset_chunk(plist, N_DATA_DIMS, chunk_dims);
 
     // Now we have the dataspace properties, create the datasets
@@ -164,19 +171,20 @@ static void make_extensible_hdf5(hdf5_id_t *id)
         pthread_exit(NULL);
     }
 
-    id->nsamples_did = H5Dcreate(id->data_gid, "nsamples", H5T_IEEE_F32LE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    id->nsamples_did = H5Dcreate(id->data_gid, "nsamples", H5T_IEEE_F32LE, file_space, H5P_DEFAULT, plist_lzf, H5P_DEFAULT);
     if (id->nsamples_did < 0) {
         hashpipe_error(__FUNCTION__, "Failed to create nsamples dataset");
         pthread_exit(NULL);
     }
 
-    id->flags_did = H5Dcreate(id->data_gid, "flags", boolenumtype, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    id->flags_did = H5Dcreate(id->data_gid, "flags", boolenumtype, file_space, H5P_DEFAULT, plist_lzf, H5P_DEFAULT);
     if (id->flags_did < 0) {
         hashpipe_error(__FUNCTION__, "Failed to create flags dataset");
         pthread_exit(NULL);
     }
 
     H5Pclose(plist);
+    H5Pclose(plist_lzf);
     H5Sclose(file_space);
 }
 
diff --git a/src/lzf/lzf.h b/src/lzf/lzf.h
new file mode 100644
index 00000000..061d4cea
--- /dev/null
+++ b/src/lzf/lzf.h
@@ -0,0 +1,99 @@
+/*
+ * Copyright (c) 2000-2008 Marc Alexander Lehmann <schmorp@schmorp.de>
+ *
+ * Redistribution and use in source and binary forms, with or without modifica-
+ * tion, are permitted provided that the following conditions are met:
+ *
+ *   1.  Redistributions of source code must retain the above copyright notice,
+ *       this list of conditions and the following disclaimer.
+ *
+ *   2.  Redistributions in binary form must reproduce the above copyright
+ *       notice, this list of conditions and the following disclaimer in the
+ *       documentation and/or other materials provided with the distribution.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR IMPLIED
+ * WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MER-
+ * CHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO
+ * EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPE-
+ * CIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
+ * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
+ * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTH-
+ * ERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED
+ * OF THE POSSIBILITY OF SUCH DAMAGE.
+ *
+ * Alternatively, the contents of this file may be used under the terms of
+ * the GNU General Public License ("GPL") version 2 or any later version,
+ * in which case the provisions of the GPL are applicable instead of
+ * the above. If you wish to allow the use of your version of this file
+ * only under the terms of the GPL and not to allow others to use your
+ * version of this file under the BSD license, indicate your decision
+ * by deleting the provisions above and replace them with the notice
+ * and other provisions required by the GPL. If you do not delete the
+ * provisions above, a recipient may use your version of this file under
+ * either the BSD or the GPL.
+ */
+
+#ifndef LZF_H
+#define LZF_H
+
+/***********************************************************************
+**
+**	lzf -- an extremely fast/free compression/decompression-method
+**	http://liblzf.plan9.de/
+**
+**	This algorithm is believed to be patent-free.
+**
+***********************************************************************/
+
+#define LZF_VERSION 0x0105 /* 1.5, API version */
+
+/*
+ * Compress in_len bytes stored at the memory block starting at
+ * in_data and write the result to out_data, up to a maximum length
+ * of out_len bytes.
+ *
+ * If the output buffer is not large enough or any error occurs return 0,
+ * otherwise return the number of bytes used, which might be considerably
+ * more than in_len (but less than 104% of the original size), so it
+ * makes sense to always use out_len == in_len - 1), to ensure _some_
+ * compression, and store the data uncompressed otherwise (with a flag, of
+ * course.
+ *
+ * lzf_compress might use different algorithms on different systems and
+ * even different runs, thus might result in different compressed strings
+ * depending on the phase of the moon or similar factors. However, all
+ * these strings are architecture-independent and will result in the
+ * original data when decompressed using lzf_decompress.
+ *
+ * The buffers must not be overlapping.
+ *
+ * If the option LZF_STATE_ARG is enabled, an extra argument must be
+ * supplied which is not reflected in this header file. Refer to lzfP.h
+ * and lzf_c.c.
+ *
+ */
+unsigned int
+lzf_compress (const void *const in_data,  unsigned int in_len,
+              void             *out_data, unsigned int out_len);
+
+/*
+ * Decompress data compressed with some version of the lzf_compress
+ * function and stored at location in_data and length in_len. The result
+ * will be stored at out_data up to a maximum of out_len characters.
+ *
+ * If the output buffer is not large enough to hold the decompressed
+ * data, a 0 is returned and errno is set to E2BIG. Otherwise the number
+ * of decompressed bytes (i.e. the original length of the data) is
+ * returned.
+ *
+ * If an error in the compressed data is detected, a zero is returned and
+ * errno is set to EINVAL.
+ *
+ * This function is very fast, about as fast as a copying loop.
+ */
+unsigned int
+lzf_decompress (const void *const in_data,  unsigned int in_len,
+                void             *out_data, unsigned int out_len);
+
+#endif
diff --git a/src/lzf/lzfP.h b/src/lzf/lzfP.h
new file mode 100644
index 00000000..ff5310dc
--- /dev/null
+++ b/src/lzf/lzfP.h
@@ -0,0 +1,165 @@
+/*
+ * Copyright (c) 2000-2007 Marc Alexander Lehmann <schmorp@schmorp.de>
+ *
+ * Redistribution and use in source and binary forms, with or without modifica-
+ * tion, are permitted provided that the following conditions are met:
+ *
+ *   1.  Redistributions of source code must retain the above copyright notice,
+ *       this list of conditions and the following disclaimer.
+ *
+ *   2.  Redistributions in binary form must reproduce the above copyright
+ *       notice, this list of conditions and the following disclaimer in the
+ *       documentation and/or other materials provided with the distribution.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR IMPLIED
+ * WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MER-
+ * CHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO
+ * EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPE-
+ * CIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
+ * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
+ * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTH-
+ * ERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED
+ * OF THE POSSIBILITY OF SUCH DAMAGE.
+ *
+ * Alternatively, the contents of this file may be used under the terms of
+ * the GNU General Public License ("GPL") version 2 or any later version,
+ * in which case the provisions of the GPL are applicable instead of
+ * the above. If you wish to allow the use of your version of this file
+ * only under the terms of the GPL and not to allow others to use your
+ * version of this file under the BSD license, indicate your decision
+ * by deleting the provisions above and replace them with the notice
+ * and other provisions required by the GPL. If you do not delete the
+ * provisions above, a recipient may use your version of this file under
+ * either the BSD or the GPL.
+ */
+
+#ifndef LZFP_h
+#define LZFP_h
+
+#define STANDALONE 1 /* at the moment, this is ok. */
+
+#ifndef STANDALONE
+# include "lzf.h"
+#endif
+
+/*
+ * Size of hashtable is (1 << HLOG) * sizeof (char *)
+ * decompression is independent of the hash table size
+ * the difference between 15 and 14 is very small
+ * for small blocks (and 14 is usually a bit faster).
+ * For a low-memory/faster configuration, use HLOG == 13;
+ * For best compression, use 15 or 16 (or more, up to 23).
+ */
+#ifndef HLOG
+# define HLOG 17  /* Avoid pathological case at HLOG=16   A.C. 2/15/09 */
+#endif
+
+/*
+ * Sacrifice very little compression quality in favour of compression speed.
+ * This gives almost the same compression as the default code, and is
+ * (very roughly) 15% faster. This is the preferred mode of operation.
+ */
+#ifndef VERY_FAST
+# define VERY_FAST 1
+#endif
+
+/*
+ * Sacrifice some more compression quality in favour of compression speed.
+ * (roughly 1-2% worse compression for large blocks and
+ * 9-10% for small, redundant, blocks and >>20% better speed in both cases)
+ * In short: when in need for speed, enable this for binary data,
+ * possibly disable this for text data.
+ */
+#ifndef ULTRA_FAST
+# define ULTRA_FAST 1
+#endif
+
+/*
+ * Unconditionally aligning does not cost very much, so do it if unsure
+ */
+#ifndef STRICT_ALIGN
+# define STRICT_ALIGN !(defined(__i386) || defined (__amd64))
+#endif
+
+/*
+ * You may choose to pre-set the hash table (might be faster on some
+ * modern cpus and large (>>64k) blocks, and also makes compression
+ * deterministic/repeatable when the configuration otherwise is the same).
+ */
+#ifndef INIT_HTAB
+# define INIT_HTAB 0
+#endif
+
+/* =======================================================================
+    Changing things below this line may break the HDF5 LZF filter.
+    A.C. 2/15/09
+   =======================================================================
+*/
+
+/*
+ * Avoid assigning values to errno variable? for some embedding purposes
+ * (linux kernel for example), this is necessary. NOTE: this breaks
+ * the documentation in lzf.h.
+ */
+#ifndef AVOID_ERRNO
+# define AVOID_ERRNO 0
+#endif
+
+/*
+ * Whether to pass the LZF_STATE variable as argument, or allocate it
+ * on the stack. For small-stack environments, define this to 1.
+ * NOTE: this breaks the prototype in lzf.h.
+ */
+#ifndef LZF_STATE_ARG
+# define LZF_STATE_ARG 0
+#endif
+
+/*
+ * Whether to add extra checks for input validity in lzf_decompress
+ * and return EINVAL if the input stream has been corrupted. This
+ * only shields against overflowing the input buffer and will not
+ * detect most corrupted streams.
+ * This check is not normally noticeable on modern hardware
+ * (<1% slowdown), but might slow down older cpus considerably.
+ */
+
+#ifndef CHECK_INPUT
+# define CHECK_INPUT 1
+#endif
+
+/*****************************************************************************/
+/* nothing should be changed below */
+
+typedef unsigned char u8;
+
+typedef const u8 *LZF_STATE[1 << (HLOG)];
+
+#if !STRICT_ALIGN
+/* for unaligned accesses we need a 16 bit datatype. */
+# include <limits.h>
+# if USHRT_MAX == 65535
+    typedef unsigned short u16;
+# elif UINT_MAX == 65535
+    typedef unsigned int u16;
+# else
+#  undef STRICT_ALIGN
+#  define STRICT_ALIGN 1
+# endif
+#endif
+
+#if ULTRA_FAST
+# if defined(VERY_FAST)
+#  undef VERY_FAST
+# endif
+#endif
+
+#if INIT_HTAB
+# ifdef __cplusplus
+#  include <cstring>
+# else
+#  include <string.h>
+# endif
+#endif
+
+#endif
diff --git a/src/lzf/lzf_c.c b/src/lzf/lzf_c.c
new file mode 100644
index 00000000..e021a247
--- /dev/null
+++ b/src/lzf/lzf_c.c
@@ -0,0 +1,295 @@
+/*
+ * Copyright (c) 2000-2008 Marc Alexander Lehmann <schmorp@schmorp.de>
+ *
+ * Redistribution and use in source and binary forms, with or without modifica-
+ * tion, are permitted provided that the following conditions are met:
+ *
+ *   1.  Redistributions of source code must retain the above copyright notice,
+ *       this list of conditions and the following disclaimer.
+ *
+ *   2.  Redistributions in binary form must reproduce the above copyright
+ *       notice, this list of conditions and the following disclaimer in the
+ *       documentation and/or other materials provided with the distribution.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR IMPLIED
+ * WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MER-
+ * CHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO
+ * EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPE-
+ * CIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
+ * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
+ * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTH-
+ * ERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED
+ * OF THE POSSIBILITY OF SUCH DAMAGE.
+ *
+ * Alternatively, the contents of this file may be used under the terms of
+ * the GNU General Public License ("GPL") version 2 or any later version,
+ * in which case the provisions of the GPL are applicable instead of
+ * the above. If you wish to allow the use of your version of this file
+ * only under the terms of the GPL and not to allow others to use your
+ * version of this file under the BSD license, indicate your decision
+ * by deleting the provisions above and replace them with the notice
+ * and other provisions required by the GPL. If you do not delete the
+ * provisions above, a recipient may use your version of this file under
+ * either the BSD or the GPL.
+ */
+
+#include "lzfP.h"
+
+#define HSIZE (1 << (HLOG))
+
+/*
+ * don't play with this unless you benchmark!
+ * decompression is not dependent on the hash function
+ * the hashing function might seem strange, just believe me
+ * it works ;)
+ */
+#ifndef FRST
+# define FRST(p) (((p[0]) << 8) | p[1])
+# define NEXT(v,p) (((v) << 8) | p[2])
+# if ULTRA_FAST
+#  define IDX(h) ((( h             >> (3*8 - HLOG)) - h  ) & (HSIZE - 1))
+# elif VERY_FAST
+#  define IDX(h) ((( h             >> (3*8 - HLOG)) - h*5) & (HSIZE - 1))
+# else
+#  define IDX(h) ((((h ^ (h << 5)) >> (3*8 - HLOG)) - h*5) & (HSIZE - 1))
+# endif
+#endif
+/*
+ * IDX works because it is very similar to a multiplicative hash, e.g.
+ * ((h * 57321 >> (3*8 - HLOG)) & (HSIZE - 1))
+ * the latter is also quite fast on newer CPUs, and compresses similarly.
+ *
+ * the next one is also quite good, albeit slow ;)
+ * (int)(cos(h & 0xffffff) * 1e6)
+ */
+
+#if 0
+/* original lzv-like hash function, much worse and thus slower */
+# define FRST(p) (p[0] << 5) ^ p[1]
+# define NEXT(v,p) ((v) << 5) ^ p[2]
+# define IDX(h) ((h) & (HSIZE - 1))
+#endif
+
+#define        MAX_LIT        (1 <<  5)
+#define        MAX_OFF        (1 << 13)
+#define        MAX_REF        ((1 << 8) + (1 << 3))
+
+#if __GNUC__ >= 3
+# define expect(expr,value)         __builtin_expect ((expr),(value))
+# define inline                     inline
+#else
+# define expect(expr,value)         (expr)
+# define inline                     static
+#endif
+
+#define expect_false(expr) expect ((expr) != 0, 0)
+#define expect_true(expr)  expect ((expr) != 0, 1)
+
+/*
+ * compressed format
+ *
+ * 000LLLLL <L+1>    ; literal
+ * LLLooooo oooooooo ; backref L
+ * 111ooooo LLLLLLLL oooooooo ; backref L+7
+ *
+ */
+
+unsigned int
+lzf_compress (const void *const in_data, unsigned int in_len,
+	      void *out_data, unsigned int out_len
+#if LZF_STATE_ARG
+              , LZF_STATE htab
+#endif
+              )
+{
+#if !LZF_STATE_ARG
+  LZF_STATE htab;
+#endif
+  const u8 **hslot;
+  const u8 *ip = (const u8 *)in_data;
+        u8 *op = (u8 *)out_data;
+  const u8 *in_end  = ip + in_len;
+        u8 *out_end = op + out_len;
+  const u8 *ref;
+
+  /* off requires a type wide enough to hold a general pointer difference.
+   * ISO C doesn't have that (size_t might not be enough and ptrdiff_t only
+   * works for differences within a single object). We also assume that no
+   * no bit pattern traps. Since the only platform that is both non-POSIX
+   * and fails to support both assumptions is windows 64 bit, we make a
+   * special workaround for it.
+   */
+#if ( defined (WIN32) && defined (_M_X64) ) || defined (_WIN64)
+  unsigned _int64 off; /* workaround for missing POSIX compliance */
+#else
+  unsigned long off;
+#endif
+  unsigned int hval;
+  int lit;
+
+  if (!in_len || !out_len)
+    return 0;
+
+#if INIT_HTAB
+  memset (htab, 0, sizeof (htab));
+# if 0
+  for (hslot = htab; hslot < htab + HSIZE; hslot++)
+    *hslot++ = ip;
+# endif
+#endif
+
+  lit = 0; op++; /* start run */
+
+  hval = FRST (ip);
+  while (ip < in_end - 2)
+    {
+      hval = NEXT (hval, ip);
+      hslot = htab + IDX (hval);
+      ref = *hslot; *hslot = ip;
+
+      if (1
+#if INIT_HTAB
+          && ref < ip /* the next test will actually take care of this, but this is faster */
+#endif
+          && (off = ip - ref - 1) < MAX_OFF
+          && ip + 4 < in_end
+          && ref > (u8 *)in_data
+#if STRICT_ALIGN
+          && ref[0] == ip[0]
+          && ref[1] == ip[1]
+          && ref[2] == ip[2]
+#else
+          && *(u16 *)ref == *(u16 *)ip
+          && ref[2] == ip[2]
+#endif
+        )
+        {
+          /* match found at *ref++ */
+          unsigned int len = 2;
+          unsigned int maxlen = in_end - ip - len;
+          maxlen = maxlen > MAX_REF ? MAX_REF : maxlen;
+
+          if (expect_false (op + 3 + 1 >= out_end)) /* first a faster conservative test */
+            if (op - !lit + 3 + 1 >= out_end) /* second the exact but rare test */
+              return 0;
+
+          op [- lit - 1] = lit - 1; /* stop run */
+          op -= !lit; /* undo run if length is zero */
+
+          for (;;)
+            {
+              if (expect_true (maxlen > 16))
+                {
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+                  len++; if (ref [len] != ip [len]) break;
+                }
+
+              do
+                len++;
+              while (len < maxlen && ref[len] == ip[len]);
+
+              break;
+            }
+
+          len -= 2; /* len is now #octets - 1 */
+          ip++;
+
+          if (len < 7)
+            {
+              *op++ = (off >> 8) + (len << 5);
+            }
+          else
+            {
+              *op++ = (off >> 8) + (  7 << 5);
+              *op++ = len - 7;
+            }
+
+          *op++ = off;
+          lit = 0; op++; /* start run */
+
+          ip += len + 1;
+
+          if (expect_false (ip >= in_end - 2))
+            break;
+
+#if ULTRA_FAST || VERY_FAST
+          --ip;
+# if VERY_FAST && !ULTRA_FAST
+          --ip;
+# endif
+          hval = FRST (ip);
+
+          hval = NEXT (hval, ip);
+          htab[IDX (hval)] = ip;
+          ip++;
+
+# if VERY_FAST && !ULTRA_FAST
+          hval = NEXT (hval, ip);
+          htab[IDX (hval)] = ip;
+          ip++;
+# endif
+#else
+          ip -= len + 1;
+
+          do
+            {
+              hval = NEXT (hval, ip);
+              htab[IDX (hval)] = ip;
+              ip++;
+            }
+          while (len--);
+#endif
+        }
+      else
+        {
+          /* one more literal byte we must copy */
+          if (expect_false (op >= out_end))
+            return 0;
+
+          lit++; *op++ = *ip++;
+
+          if (expect_false (lit == MAX_LIT))
+            {
+              op [- lit - 1] = lit - 1; /* stop run */
+              lit = 0; op++; /* start run */
+            }
+        }
+    }
+
+  if (op + 3 > out_end) /* at most 3 bytes can be missing here */
+    return 0;
+
+  while (ip < in_end)
+    {
+      lit++; *op++ = *ip++;
+
+      if (expect_false (lit == MAX_LIT))
+        {
+          op [- lit - 1] = lit - 1; /* stop run */
+          lit = 0; op++; /* start run */
+        }
+    }
+
+  op [- lit - 1] = lit - 1; /* end run */
+  op -= !lit; /* undo run if length is zero */
+
+  return op - (u8 *)out_data;
+}
diff --git a/src/lzf/lzf_d.c b/src/lzf/lzf_d.c
new file mode 100644
index 00000000..cc665259
--- /dev/null
+++ b/src/lzf/lzf_d.c
@@ -0,0 +1,153 @@
+/*
+ * Copyright (c) 2000-2007 Marc Alexander Lehmann <schmorp@schmorp.de>
+ *
+ * Redistribution and use in source and binary forms, with or without modifica-
+ * tion, are permitted provided that the following conditions are met:
+ *
+ *   1.  Redistributions of source code must retain the above copyright notice,
+ *       this list of conditions and the following disclaimer.
+ *
+ *   2.  Redistributions in binary form must reproduce the above copyright
+ *       notice, this list of conditions and the following disclaimer in the
+ *       documentation and/or other materials provided with the distribution.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR IMPLIED
+ * WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MER-
+ * CHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO
+ * EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPE-
+ * CIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
+ * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
+ * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTH-
+ * ERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED
+ * OF THE POSSIBILITY OF SUCH DAMAGE.
+ *
+ * Alternatively, the contents of this file may be used under the terms of
+ * the GNU General Public License ("GPL") version 2 or any later version,
+ * in which case the provisions of the GPL are applicable instead of
+ * the above. If you wish to allow the use of your version of this file
+ * only under the terms of the GPL and not to allow others to use your
+ * version of this file under the BSD license, indicate your decision
+ * by deleting the provisions above and replace them with the notice
+ * and other provisions required by the GPL. If you do not delete the
+ * provisions above, a recipient may use your version of this file under
+ * either the BSD or the GPL.
+ */
+
+#include "lzfP.h"
+
+#if AVOID_ERRNO
+# define SET_ERRNO(n)
+#else
+# include <errno.h>
+# define SET_ERRNO(n) errno = (n)
+#endif
+
+/* ASM is slower than C in HDF5 tests -- A.C. 2/5/09
+#ifndef __STRICT_ANSI__
+#ifndef H5PY_DISABLE_LZF_ASM
+#if (__i386 || __amd64) && __GNUC__ >= 3
+# define lzf_movsb(dst, src, len)                \
+   asm ("rep movsb"                              \
+        : "=D" (dst), "=S" (src), "=c" (len)     \
+        :  "0" (dst),  "1" (src),  "2" (len));
+#endif
+#endif
+#endif
+*/
+
+unsigned int
+lzf_decompress (const void *const in_data,  unsigned int in_len,
+                void             *out_data, unsigned int out_len)
+{
+  u8 const *ip = (const u8 *)in_data;
+  u8       *op = (u8 *)out_data;
+  u8 const *const in_end  = ip + in_len;
+  u8       *const out_end = op + out_len;
+
+  do
+    {
+      unsigned int ctrl = *ip++;
+
+      if (ctrl < (1 << 5)) /* literal run */
+        {
+          ctrl++;
+
+          if (op + ctrl > out_end)
+            {
+              SET_ERRNO (E2BIG);
+              return 0;
+            }
+
+#if CHECK_INPUT
+          if (ip + ctrl > in_end)
+            {
+              SET_ERRNO (EINVAL);
+              return 0;
+            }
+#endif
+
+#ifdef lzf_movsb
+          lzf_movsb (op, ip, ctrl);
+#else
+          do
+            *op++ = *ip++;
+          while (--ctrl);
+#endif
+        }
+      else /* back reference */
+        {
+          unsigned int len = ctrl >> 5;
+
+          u8 *ref = op - ((ctrl & 0x1f) << 8) - 1;
+
+#if CHECK_INPUT
+          if (ip >= in_end)
+            {
+              SET_ERRNO (EINVAL);
+              return 0;
+            }
+#endif
+          if (len == 7)
+            {
+              len += *ip++;
+#if CHECK_INPUT
+              if (ip >= in_end)
+                {
+                  SET_ERRNO (EINVAL);
+                  return 0;
+                }
+#endif
+            }
+
+          ref -= *ip++;
+
+          if (op + len + 2 > out_end)
+            {
+              SET_ERRNO (E2BIG);
+              return 0;
+            }
+
+          if (ref < (u8 *)out_data)
+            {
+              SET_ERRNO (EINVAL);
+              return 0;
+            }
+
+#ifdef lzf_movsb
+          len += 2;
+          lzf_movsb (op, ref, len);
+#else
+          *op++ = *ref++;
+          *op++ = *ref++;
+
+          do
+            *op++ = *ref++;
+          while (--len);
+#endif
+        }
+    }
+  while (ip < in_end);
+
+  return op - (u8 *)out_data;
+}
diff --git a/src/lzf_filter.c b/src/lzf_filter.c
new file mode 100644
index 00000000..1b973be6
--- /dev/null
+++ b/src/lzf_filter.c
@@ -0,0 +1,260 @@
+/***** Preamble block *********************************************************
+*
+* This file is part of h5py, a low-level Python interface to the HDF5 library.
+*
+* Copyright (C) 2008 Andrew Collette
+* http://h5py.alfven.org
+* License: BSD  (See LICENSE.txt for full license)
+*
+* $Date$
+*
+****** End preamble block ****************************************************/
+
+/*
+    Implements an LZF filter module for HDF5, using the BSD-licensed library
+    by Marc Alexander Lehmann (http://www.goof.com/pcg/marc/liblzf.html).
+
+    No Python-specific code is used.  The filter behaves like the DEFLATE
+    filter, in that it is called for every type and space, and returns 0
+    if the data cannot be compressed.
+
+    The only public function is (int) register_lzf(void), which passes on
+    the result from H5Zregister.
+*/
+
+#include <stdlib.h>
+#include <stdio.h>
+#include <errno.h>
+#include "hdf5.h"
+#include "lzf/lzf.h"
+#include "lzf_filter.h"
+
+/* Our own versions of H5Epush_sim, as it changed in 1.8 */
+#if H5_VERS_MAJOR == 1 && H5_VERS_MINOR < 7
+
+#define PUSH_ERR(func, minor, str)  H5Epush(__FILE__, func, __LINE__, H5E_PLINE, minor, str)
+#define H5PY_GET_FILTER H5Pget_filter_by_id
+
+#else
+
+#define PUSH_ERR(func, minor, str)  H5Epush1(__FILE__, func, __LINE__, H5E_PLINE, minor, str)
+#define H5PY_GET_FILTER(a,b,c,d,e,f,g) H5Pget_filter_by_id2(a,b,c,d,e,f,g,NULL)
+
+#endif
+
+/*  Deal with the multiple definitions for H5Z_class_t.
+    Note: Only HDF5 1.6 and 1.8 are supported.
+
+    (1) The old class should always be used for HDF5 1.6
+    (2) The new class should always be used for HDF5 1.8 < 1.8.3
+    (3) The old class should be used for HDF5 1.8 >= 1.8.3 only if the
+        macro H5_USE_16_API is set
+*/
+
+#if H5_VERS_MAJOR == 1 && H5_VERS_MINOR == 8 && (H5_VERS_RELEASE < 3 || !H5_USE_16_API)
+#define H5PY_H5Z_NEWCLS 1
+#else
+#define H5PY_H5Z_NEWCLS 0
+#endif
+
+size_t lzf_filter(unsigned flags, size_t cd_nelmts,
+		    const unsigned cd_values[], size_t nbytes,
+		    size_t *buf_size, void **buf);
+
+herr_t lzf_set_local(hid_t dcpl, hid_t type, hid_t space);
+
+#if H5PY_H5Z_NEWCLS
+static const H5Z_class_t filter_class = {
+    H5Z_CLASS_T_VERS,
+    (H5Z_filter_t)(H5PY_FILTER_LZF),
+    1, 1,
+    "lzf",
+    NULL,
+    (H5Z_set_local_func_t)(lzf_set_local),
+    (H5Z_func_t)(lzf_filter)
+};
+#else
+static const H5Z_class_t filter_class = {
+    (H5Z_filter_t)(H5PY_FILTER_LZF),
+    "lzf",
+    NULL,
+    (H5Z_set_local_func_t)(lzf_set_local),
+    (H5Z_func_t)(lzf_filter)
+};
+#endif
+
+/* Support dynamical loading of LZF filter plugin */
+#if defined(H5_VERSION_GE)
+#if H5_VERSION_GE(1, 8, 11)
+
+#include "H5PLextern.h"
+
+H5PL_type_t H5PLget_plugin_type(void){ return H5PL_TYPE_FILTER; }
+
+const void *H5PLget_plugin_info(void){ return &filter_class; }
+
+#endif
+#endif
+
+/* Try to register the filter, passing on the HDF5 return value */
+int register_lzf(void){
+
+    int retval;
+
+    retval = H5Zregister(&filter_class);
+    if(retval<0){
+        PUSH_ERR("register_lzf", H5E_CANTREGISTER, "Can't register LZF filter");
+    }
+    return retval;
+}
+
+/*  Filter setup.  Records the following inside the DCPL:
+
+    1.  If version information is not present, set slots 0 and 1 to the filter
+        revision and LZF API version, respectively.
+
+    2. Compute the chunk size in bytes and store it in slot 2.
+*/
+herr_t lzf_set_local(hid_t dcpl, hid_t type, hid_t space){
+
+    int ndims;
+    int i;
+    herr_t r;
+
+    unsigned int bufsize;
+    hsize_t chunkdims[32];
+
+    unsigned int flags;
+    size_t nelements = 8;
+    unsigned values[] = {0,0,0,0,0,0,0,0};
+
+    r = H5PY_GET_FILTER(dcpl, H5PY_FILTER_LZF, &flags, &nelements, values, 0, NULL);
+    if(r<0) return -1;
+
+    if(nelements < 3) nelements = 3;  /* First 3 slots reserved.  If any higher
+                                      slots are used, preserve the contents. */
+
+    /* It seems the H5Z_FLAG_REVERSE flag doesn't work here, so we have to be
+       careful not to clobber any existing version info */
+    if(values[0]==0) values[0] = H5PY_FILTER_LZF_VERSION;
+    if(values[1]==0) values[1] = LZF_VERSION;
+
+    ndims = H5Pget_chunk(dcpl, 32, chunkdims);
+    if(ndims<0) return -1;
+    if(ndims>32){
+        PUSH_ERR("lzf_set_local", H5E_CALLBACK, "Chunk rank exceeds limit");
+        return -1;
+    }
+
+    bufsize = H5Tget_size(type);
+    if(bufsize==0) return -1;
+
+    for(i=0;i<ndims;i++){
+        bufsize *= chunkdims[i];
+    }
+
+    values[2] = bufsize;
+
+#ifdef H5PY_LZF_DEBUG
+    fprintf(stderr, "LZF: Computed buffer size %d\n", bufsize);
+#endif
+
+    r = H5Pmodify_filter(dcpl, H5PY_FILTER_LZF, flags, nelements, values);
+    if(r<0) return -1;
+
+    return 1;
+}
+
+
+/* The filter function */
+size_t lzf_filter(unsigned flags, size_t cd_nelmts,
+		    const unsigned cd_values[], size_t nbytes,
+		    size_t *buf_size, void **buf){
+
+    void* outbuf = NULL;
+    size_t outbuf_size = 0;
+
+    unsigned int status = 0;        /* Return code from lzf routines */
+
+    /* We're compressing */
+    if(!(flags & H5Z_FLAG_REVERSE)){
+
+        /* Allocate an output buffer exactly as long as the input data; if
+           the result is larger, we simply return 0.  The filter is flagged
+           as optional, so HDF5 marks the chunk as uncompressed and
+           proceeds.
+        */
+
+        outbuf_size = (*buf_size);
+        outbuf = malloc(outbuf_size);
+
+        if(outbuf == NULL){
+            PUSH_ERR("lzf_filter", H5E_CALLBACK, "Can't allocate compression buffer");
+            goto failed;
+        }
+
+        status = lzf_compress(*buf, nbytes, outbuf, outbuf_size);
+
+    /* We're decompressing */
+    } else {
+
+        if((cd_nelmts>=3)&&(cd_values[2]!=0)){
+            outbuf_size = cd_values[2];   /* Precomputed buffer guess */
+        }else{
+            outbuf_size = (*buf_size);
+        }
+
+#ifdef H5PY_LZF_DEBUG
+        fprintf(stderr, "Decompress %d chunk w/buffer %d\n", nbytes, outbuf_size);
+#endif
+
+        while(!status){
+
+            free(outbuf);
+            outbuf = malloc(outbuf_size);
+
+            if(outbuf == NULL){
+                PUSH_ERR("lzf_filter", H5E_CALLBACK, "Can't allocate decompression buffer");
+                goto failed;
+            }
+
+            status = lzf_decompress(*buf, nbytes, outbuf, outbuf_size);
+
+            if(!status){    /* compression failed */
+
+                if(errno == E2BIG){
+                    outbuf_size += (*buf_size);
+#ifdef H5PY_LZF_DEBUG
+                    fprintf(stderr, "    Too small: %d\n", outbuf_size);
+#endif
+                } else if(errno == EINVAL) {
+
+                    PUSH_ERR("lzf_filter", H5E_CALLBACK, "Invalid data for LZF decompression");
+                    goto failed;
+
+                } else {
+                    PUSH_ERR("lzf_filter", H5E_CALLBACK, "Unknown LZF decompression error");
+                    goto failed;
+                }
+
+            } /* if !status */
+
+        } /* while !status */
+
+    } /* compressing vs decompressing */
+
+    if(status != 0){
+
+        free(*buf);
+        *buf = outbuf;
+        *buf_size = outbuf_size;
+
+        return status;  /* Size of compressed/decompressed data */
+    }
+
+    failed:
+
+    free(outbuf);
+    return 0;
+
+} /* End filter function */
diff --git a/src/lzf_filter.h b/src/lzf_filter.h
new file mode 120000
index 00000000..b7a994c0
--- /dev/null
+++ b/src/lzf_filter.h
@@ -0,0 +1 @@
+../bitshuffle/lzf/lzf_filter.h
\ No newline at end of file

From cdc32abcf258a4acbe655d0240709aa385e1a543 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 13 Dec 2018 02:56:46 +0000
Subject: [PATCH 149/420] Include lzf_filter.h explicitly

---
 src/lzf_filter.h | 39 ++++++++++++++++++++++++++++++++++++++-
 1 file changed, 38 insertions(+), 1 deletion(-)
 mode change 120000 => 100644 src/lzf_filter.h

diff --git a/src/lzf_filter.h b/src/lzf_filter.h
deleted file mode 120000
index b7a994c0..00000000
--- a/src/lzf_filter.h
+++ /dev/null
@@ -1 +0,0 @@
-../bitshuffle/lzf/lzf_filter.h
\ No newline at end of file
diff --git a/src/lzf_filter.h b/src/lzf_filter.h
new file mode 100644
index 00000000..27dff83a
--- /dev/null
+++ b/src/lzf_filter.h
@@ -0,0 +1,38 @@
+/***** Preamble block *********************************************************
+* 
+* This file is part of h5py, a low-level Python interface to the HDF5 library.
+* 
+* Copyright (C) 2008 Andrew Collette
+* http://h5py.alfven.org
+* License: BSD  (See LICENSE.txt for full license)
+* 
+* $Date$
+* 
+****** End preamble block ****************************************************/
+
+
+#ifndef H5PY_LZF_H
+#define H5PY_LZF_H
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+/* Filter revision number, starting at 1 */
+#define H5PY_FILTER_LZF_VERSION 4
+
+/* Filter ID registered with the HDF Group as of 2/6/09.  For maintenance
+   requests, contact the filter author directly. */
+#define H5PY_FILTER_LZF 32000
+
+/* Register the filter with the library. Returns a negative value on failure, 
+   and a non-negative value on success.
+*/
+int register_lzf(void);
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif
+

From 3d7b3ea4be8c49da01623648a74820eacf8b6779 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Tue, 18 Dec 2018 13:47:28 -0500
Subject: [PATCH 150/420] Try to get antpos right this time

---
 src/scripts/hera_make_hdf5_template.py | 39 +++++++++++++++++++++-----
 1 file changed, 32 insertions(+), 7 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 01da253f..adb2d0cc 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -70,16 +70,39 @@ def get_cm_info():
     return h.get_cminfo_correlator()
 
 def get_antpos_enu(antpos, lat, lon, alt):
+    """
+    Compute the antenna positions in ENU coordinates from rotECEF.
+
+    Args:
+      antpos -- array of antenna positions. Should have shape (Nants, 3).
+      lat (float) -- telescope latitude, in radians
+      lon (float) -- telescope longitude, in radians
+      alt (float) -- telescope altitude, in meters
+
+    Returns:
+      enu -- array of antenna positions in ENU frame. Has shape (Nants, 3).
+    """
     import pyuvdata.utils as uvutils
     ecef = uvutils.ECEF_from_rotECEF(antpos, lon)
     enu  = uvutils.ENU_from_ECEF(ecef, lat, lon, alt)
     return enu
 
 def get_telescope_location_ecef(lat, lon, alt):
+    """
+    Compute the telescope location in ECEF coordinates from lat/lon/alt.
+
+    Args:
+      lat (float) -- telescope latitude, in radians
+      lon (float) -- telescope longitude, in radians
+      alt (float) -- telescope altitude, in meters
+
+    Returns:
+       ecef -- len(3) array of x,y,z values of telescope location in ECEF
+           coordinates, in meters.
+    """
     import pyuvdata.utils as uvutils
-    xyz = uvutils.XYZ_from_LatLonAlt(lat, lon, alt)
-    ecef = uvutils.ECEF_from_ENU(xyz, lat, lon, alt)
-    return ecef
+    return uvutils.XYZ_from_LatLonAlt(lat, lon, alt)
+
 
 def create_header(h5, use_cm=False, use_redis=False):
     """
@@ -106,16 +129,18 @@ def create_header(h5, use_cm=False, use_redis=False):
     freqs = np.linspace(0, 250e6, NCHANS_F + 1)[1536 : 1536 + (8192 // 4 * 3)]
     # average over channels
     freqs = freqs.reshape(NCHANS, NCHAN_SUM).sum(axis=1) / NCHAN_SUM
-    
+
 
     if use_cm:
         cminfo = get_cm_info()
         # add the enu co-ords
-        cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], cminfo["cofa_lat"],
-                                                             cminfo["cofa_lon"], cminfo["cofa_alt"])
+        lat = cminfo["cofa_lat"] * np.pi / 180.
+        lon = cminfo["cofa_lat"] * np.pi / 180.
+        cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], lat, lon,
+                                                         cminfo["cofa_alt"])
     else:
         cminfo = None
-    
+
     if use_redis:
         r = redis.Redis("redishost")
         fenginfo = r.hgetall("init_configuration")

From c997550c9340b521f062f19c15e37c56c840aabf Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Fri, 4 Jan 2019 12:13:40 -0800
Subject: [PATCH 151/420] Update antpos again

---
 src/scripts/hera_make_hdf5_template.py | 18 +++++++++++++++++-
 1 file changed, 17 insertions(+), 1 deletion(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index adb2d0cc..8902127a 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -87,6 +87,21 @@ def get_antpos_enu(antpos, lat, lon, alt):
     enu  = uvutils.ENU_from_ECEF(ecef, lat, lon, alt)
     return enu
 
+def get_antpos_ecef(antpos, lon):
+    """
+    Compute the antenna positions in ECEF coordinates from rotECEF
+
+    Args:
+      antpos -- array of antenna positions. Should have shape (Nants, 3).
+      lon (float) -- telescope longitude, in radians
+
+    Returns:
+      ecef -- array of antenna positions in ECEF frame. Has shape (Nants, 3)
+    """
+    import pyuvdata.utils as uvutils
+    ecef = uvutils.ECEF_from_rotECEF(antpos, lon)
+    return ecef
+
 def get_telescope_location_ecef(lat, lon, alt):
     """
     Compute the telescope location in ECEF coordinates from lat/lon/alt.
@@ -183,13 +198,14 @@ def create_header(h5, use_cm=False, use_redis=False):
         lon = cminfo['cofa_lon'] * np.pi / 180.
         alt = cminfo['cofa_alt']
         telescope_location_ecef = get_telescope_location_ecef(lat, lon, alt)
+        antpos_ecef = get_antpos_ecef(cminfo["antenna_positions"], lon)
         header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
         ant_pos = -1 * np.ones([NANTS,3], dtype=np.int64) * telescope_location_ecef
         ant_pos_enu = -1 * np.ones([NANTS,3], dtype=np.int64) * telescope_location_ecef
         ant_names = ["NONE"]*NANTS
         ant_nums = [-1]*NANTS
         for n, i in enumerate(cminfo["antenna_numbers"]):
-            ant_pos[i]     = cminfo["antenna_positions"][n] - telescope_location_ecef
+            ant_pos[i]     = antpos_ecef[n] - telescope_location_ecef
             ant_names[i]   = np.string_(cminfo["antenna_names"][n])
             ant_nums[i]    = cminfo["antenna_numbers"][n]
             ant_pos_enu[i] = cminfo["antenna_positions_enu"][n]

From 3618afece023ce24927f3d241efa46488ab628bb Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sat, 19 Jan 2019 22:36:00 +0000
Subject: [PATCH 152/420] Propagate tags into data files

---
 src/scripts/catcher_up.py              | 3 ++-
 src/scripts/hera_make_hdf5_template.py | 8 +++++---
 2 files changed, 7 insertions(+), 4 deletions(-)

diff --git a/src/scripts/catcher_up.py b/src/scripts/catcher_up.py
index 2358acd2..38d5ae92 100755
--- a/src/scripts/catcher_up.py
+++ b/src/scripts/catcher_up.py
@@ -32,6 +32,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Place to put HDF5 header template file')
 parser.add_argument('-n', dest='nfiles', type=int, default=10, help='Number of files of data to capture')
 parser.add_argument('-m', dest='msperfile', type=int, default=60000, help='Number of ms of data per file')
+parser.add_argument('--tag', dest='tag', type=str, default='None', help='User-supplied tag for this data run')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
 
@@ -55,7 +56,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(15)
 
 # Generate the meta-data template
-run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
+run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-t', args.tag, '-c', '-r', args.hdf5template], wait=True)
 
 #Configure runtime parameters
 catcher_dict = {
diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 8902127a..5c8a8434 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -119,7 +119,7 @@ def get_telescope_location_ecef(lat, lon, alt):
     return uvutils.XYZ_from_LatLonAlt(lat, lon, alt)
 
 
-def create_header(h5, use_cm=False, use_redis=False):
+def create_header(h5, use_cm=False, use_redis=False, tag=None):
     """
     Create an HDF5 file with appropriate datasets in a "Header"
     data group.
@@ -183,7 +183,8 @@ def create_header(h5, use_cm=False, use_redis=False):
     header.create_dataset("antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS)
     header.create_dataset("channel_width",     dtype="<f8", data=channel_width)
     header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=freqs) #TODO Get from config
-    header.create_dataset("history",   data=np.string_("%s: Template file created\n" % time.ctime()))
+    header.create_dataset("history", data=np.string_("%s: Template file created\n" % time.ctime()))
+    header.create_dataset("tag", data=np.string_(tag))
     header.create_dataset("instrument", data=np.string_(INSTRUMENT))
     #header.create_dataset("integration_time", dtype="<f8", data=INT_TIME)
     header.create_dataset("object_name", data=np.string_("zenith"))
@@ -264,7 +265,8 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
                         help ='Use this flag to get up-to-date (hopefully) array meta-data from the C+M system')
     parser.add_argument('-r', dest='use_redis', action='store_true', default=False,
                         help ='Use this flag to get up-to-date (hopefully) f-engine meta-data from a redis server at `redishost`')
+    parser.add_argument('-t', dest='tag', type=str, default='None', help='User-supplied tag for this header')
     args = parser.parse_args()
 
     with h5py.File(args.output, "w") as h5:
-        create_header(h5, use_cm=args.use_cminfo, use_redis=args.use_redis)
+        create_header(h5, use_cm=args.use_cminfo, use_redis=args.use_redis, tag=args.tag)

From 7b4c9258f6b52588a8b10f32553083f54dc2e8b4 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 20 Jan 2019 01:37:02 +0000
Subject: [PATCH 153/420] Separate catcher_up and data collection. Add tags

1. Separate catcher_up into a script that brings up the catcher pipeline
   and another that triggers data collection. Multiple data collection
   triggers can be run without restarting the pipeline.

2. Add tags to dataset headers, dynamically set when each new data
   collection run is triggers.

3. Rename catcher scripts to begin with the "hera_" prefix
---
 src/Makefile.am                               |  7 ++--
 .../{catcher_down.sh => hera_catcher_down.sh} |  0
 .../{catcher_init.sh => hera_catcher_init.sh} |  0
 src/scripts/hera_catcher_take_data.py         | 37 +++++++++++++++++++
 .../{catcher_up.py => hera_catcher_up.py}     |  7 +---
 5 files changed, 43 insertions(+), 8 deletions(-)
 rename src/scripts/{catcher_down.sh => hera_catcher_down.sh} (100%)
 rename src/scripts/{catcher_init.sh => hera_catcher_init.sh} (100%)
 create mode 100644 src/scripts/hera_catcher_take_data.py
 rename src/scripts/{catcher_up.py => hera_catcher_up.py} (89%)

diff --git a/src/Makefile.am b/src/Makefile.am
index aafab087..bb7182b6 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -62,9 +62,10 @@ dist_bin_SCRIPTS = scripts/paper_init.sh \
 		   scripts/paper_crc_init.sh \
 		   scripts/xtor_down.sh \
 		   scripts/xtor_up.py \
-                   scripts/catcher_init.sh \
-                   scripts/catcher_up.py \
-                   scripts/catcher_down.sh \
+                   scripts/hera_catcher_init.sh \
+                   scripts/hera_catcher_up.py \
+                   scripts/hera_catcher_down.sh \
+                   scripts/hera_catcher_take_data.py \
                    scripts/tweak-perf.sh \
                    scripts/hera_ctl.py \
                    scripts/hera_make_hdf5_template.py
diff --git a/src/scripts/catcher_down.sh b/src/scripts/hera_catcher_down.sh
similarity index 100%
rename from src/scripts/catcher_down.sh
rename to src/scripts/hera_catcher_down.sh
diff --git a/src/scripts/catcher_init.sh b/src/scripts/hera_catcher_init.sh
similarity index 100%
rename from src/scripts/catcher_init.sh
rename to src/scripts/hera_catcher_init.sh
diff --git a/src/scripts/hera_catcher_take_data.py b/src/scripts/hera_catcher_take_data.py
new file mode 100644
index 00000000..4a58601e
--- /dev/null
+++ b/src/scripts/hera_catcher_take_data.py
@@ -0,0 +1,37 @@
+#!/usr/bin/env python
+
+import redis
+import time
+import argparse
+import subprocess
+
+parser = argparse.ArgumentParser(description='Trigger data collection on the HERA catcher node',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+
+parser.add_argument('host', type=str, help='Host on which to capture data')
+parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
+parser.add_argument('-n', dest='nfiles', type=int, default=10, help='Number of files of data to capture')
+parser.add_argument('-m', dest='msperfile', type=int, default=60000, help='Number of ms of data per file')
+parser.add_argument('-t', dest='tag', type=str, default='none', help='A descriptive tag to go into data files')
+
+args = parser.parse_args()
+
+r = redis.Redis(args.redishost)
+
+if len(args.tag) > 127:
+  raise ValueError("Tag argument must be <127 characters!")
+
+#Configure runtime parameters
+catcher_dict = {
+  'MSPERFIL' : args.msperfile,
+  'NFILES'   : args.nfiles,
+  'TAG'      : args.tag,
+}
+  
+pubchan = 'hashpipe://%s/%d/set' % (args.host, 0)
+for key, val in catcher_dict.iteritems():
+   r.publish(pubchan, '%s=%s' % (key, val))
+
+# Only trigger after the other parameters have had ample time to write
+time.sleep(0.1)
+r.publish(pubchan, "TRIGGER=1")
diff --git a/src/scripts/catcher_up.py b/src/scripts/hera_catcher_up.py
similarity index 89%
rename from src/scripts/catcher_up.py
rename to src/scripts/hera_catcher_up.py
index 2358acd2..c8d03fac 100755
--- a/src/scripts/catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -6,7 +6,7 @@
 import subprocess
 
 perf_tweaker = 'tweak-perf-sn.sh'
-init = 'catcher_init.sh'
+init = 'hera_catcher_init.sh'
 python_source_cmd = ['source', '~/hera-venv/bin/activate']
 template_cmd = ['hera_make_hdf5_template.py']
 
@@ -30,8 +30,6 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
 parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', 
                     help='Place to put HDF5 header template file')
-parser.add_argument('-n', dest='nfiles', type=int, default=10, help='Number of files of data to capture')
-parser.add_argument('-m', dest='msperfile', type=int, default=60000, help='Number of ms of data per file')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
 
@@ -60,8 +58,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 #Configure runtime parameters
 catcher_dict = {
   'HDF5TPLT' : args.hdf5template,
-  'MSPERFIL' : args.msperfile,
-  'NFILES'   : args.nfiles,
+  'NFILES'   : 0,
   'SYNCTIME' : r['corr:feng_sync_time'],
   'INTTIME'  : r['corr:acc_len'],
   'TRIGGER'  : 0,

From 11234751b2e56cad6360fe0d5c83f8da9f2fe528 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 20 Jan 2019 01:40:34 +0000
Subject: [PATCH 154/420] Missing from commit 7b4c9258f6b52588

Actual changes to underlying disk writer code
---
 src/hera_catcher_disk_thread.c | 64 +++++++++++++++++++++++-----------
 1 file changed, 43 insertions(+), 21 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 3832f5c2..c200ff9a 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -300,7 +300,7 @@ static hid_t open_hdf5_from_template(char * sourcename, char * destname)
 
 
 #define VERSION_BYTES 32
-static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t) {
+static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t, char* tag) {
     hid_t dataset_id;
     hid_t memtype;
     hid_t stat;
@@ -334,6 +334,25 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     make_extensible_headers_hdf5(id);
     
     // Write meta-data values we know at file-open
+    // Write data tag
+    memtype = H5Tcopy(H5T_C_S1);
+    stat = H5Tset_size(memtype, 128);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to set size of tag memtype");
+    }
+    dataset_id = H5Dopen(id->header_gid, "tag", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/tag");
+    }
+    stat = H5Dwrite(dataset_id, memtype, H5S_ALL, H5S_ALL, H5P_DEFAULT, tag);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to write Header/tag");
+    }
+    stat = H5Dclose(dataset_id);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/tag");
+    }
+
     dataset_id = H5Dopen(id->extra_keywords_gid, "obs_id", H5P_DEFAULT);
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/obs_id");
@@ -694,10 +713,12 @@ static void *run(hashpipe_thread_args_t * args)
     uint32_t sync_time = 0;
     double gps_time;
     double julian_time;
+    // Variables for data collection parameters
     uint32_t acc_len;
     uint32_t nfiles;
     uint32_t file_cnt = 0;
     uint32_t trigger = 0;
+    char tag[128];
 
     // Variables for antenna positions and baseline orders. These should be provided
     // via the HDF5 header template.
@@ -779,8 +800,6 @@ static void *run(hashpipe_thread_args_t * args)
 
     while (run_threads()) {
         // Note waiting status,
-        // query integrating status
-        // and, if armed, start count
         hashpipe_status_lock_safe(&st);
         hputs(st.buf, status_key, "waiting");
         hashpipe_status_unlock_safe(&st);
@@ -817,6 +836,11 @@ static void *run(hashpipe_thread_args_t * args)
 
         // Get the number of files to write
         hgetu4(st.buf, "NFILES", &nfiles);
+        // Update the status with how many files we've already written
+        hputu4(st.buf, "NDONEFIL", file_cnt);
+
+        // Data tag
+        hgets(st.buf, "TAG", 128, tag);
 
         // Get the number of files to write
         hgetu4(st.buf, "TRIGGER", &trigger);
@@ -825,22 +849,20 @@ static void *run(hashpipe_thread_args_t * args)
         // If we have written all the files we were commanded to
         // start marking blocks as done and idling until a new
         // trigger is received
-        if (file_cnt >= nfiles) {
-            if (trigger) {
-                fprintf(stdout, "Catcher got a new trigger and will write %d files\n", nfiles);
-                file_cnt = 0;
-                hashpipe_status_lock_safe(&st);
-                hputu4(st.buf, "TRIGGER", 0);
-                hashpipe_status_unlock_safe(&st);
-            } else {
-                // Mark input block as free and advance
-                if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
-                    hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
-                    pthread_exit(NULL);
-                }
-                curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
-                continue;
+        if (trigger) {
+            fprintf(stdout, "Catcher got a new trigger and will write %d files\n", nfiles);
+            file_cnt = 0;
+            hashpipe_status_lock_safe(&st);
+            hputu4(st.buf, "TRIGGER", 0);
+            hashpipe_status_unlock_safe(&st);
+        } else if (file_cnt >= nfiles) {
+            // Mark input block as free and advance
+            if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+                hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+                pthread_exit(NULL);
             }
+            curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
+            continue;
         }
 
         // Got a new data block, update status
@@ -886,10 +908,10 @@ static void *run(hashpipe_thread_args_t * args)
             file_obs_id = (int64_t)gps_time;
             sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
-            start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t);
+            start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
             sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
-            start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t);
+            start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
             // Get the antenna positions and baseline orders
             // These are needed for populating the ant_[1|2]_array and uvw_array
             get_ant_pos(&sum_file, ant_pos);
@@ -959,7 +981,7 @@ static void *run(hashpipe_thread_args_t * args)
                             // Don't divide out integration over frequency channels (if any)
                             auto_corr_n[chan] = (float) db_in32[hera_catcher_input_databuf_by_bl_idx32(xeng, auto_indices[a]) + (N_STOKES*2*TIME_DEMUX*xchan)] / acc_len;
                             auto_corr_e[chan] = (float) db_in32[hera_catcher_input_databuf_by_bl_idx32(xeng, auto_indices[a]) + (N_STOKES*2*TIME_DEMUX*xchan) + 2] / acc_len;
-                            fprintf(stdout, "ant %d: chan %d, xeng: %d, xchan: %d, val: %f\n", a, chan, xeng, xchan, auto_corr_n[chan]);
+                            //fprintf(stdout, "ant %d: chan %d, xeng: %d, xchan: %d, val: %f\n", a, chan, xeng, xchan, auto_corr_n[chan]);
                         }
                     }
                     reply = redisCommand(c, "SET auto:%dn %b", a, auto_corr_n, (size_t) (sizeof(float) * N_CHAN_PROCESSED));

From ebaba7debf67c04370c245c3d13ec4ffc9d49146 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 20 Jan 2019 01:52:54 +0000
Subject: [PATCH 155/420] Populate template header with tag entry

Defaults to unknown until filled in by receiver.

Also move tag entry to "extra_keywords"
---
 src/hera_catcher_disk_thread.c         | 2 +-
 src/scripts/hera_make_hdf5_template.py | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index c200ff9a..f40aa519 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -340,7 +340,7 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     if (stat < 0) {
         hashpipe_error(__FUNCTION__, "Failed to set size of tag memtype");
     }
-    dataset_id = H5Dopen(id->header_gid, "tag", H5P_DEFAULT);
+    dataset_id = H5Dopen(id->extra_keywords_gid, "tag", H5P_DEFAULT);
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to open Header/tag");
     }
diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 8902127a..b436590e 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -252,6 +252,7 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
     extras.create_dataset("startt", dtype="<f8", data=0.0)   # filled in by receiver
     extras.create_dataset("stopt",  dtype="<f8", data=0.0)   # filled in by receiver
     extras.create_dataset("corr_ver",  dtype="|S32", data=np.string_("unknown"))# filled in by receiver
+    extras.create_dataset("tag",  dtype="|S128", data=np.string_("unknown"))# filled in by receiver
 
 if __name__ == "__main__":
     import argparse

From 8901dad62cf9449b806728358264f79c15e762b2 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 20 Jan 2019 02:05:03 +0000
Subject: [PATCH 156/420] Add git version to status buffer keys

---
 src/hera_catcher_net_thread.c | 2 ++
 src/hera_pktsock_thread.c     | 2 ++
 2 files changed, 4 insertions(+)

diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 1d98edf8..6ec5fa5d 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -283,6 +283,8 @@ static int init(hashpipe_thread_args_t *args)
     hashpipe_status_t st = args->st;
 
     hashpipe_status_lock_safe(&st);
+    // Record version
+    hputs(st.buf, "GIT_VER", GIT_VERSION);
     // Get info from status buffer if present (no change if not present)
     hgets(st.buf, "BINDHOST", 80, bindhost);
     hgeti4(st.buf, "BINDPORT", &bindport);
diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index 19296615..9fbdb60d 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -569,6 +569,8 @@ static int init(hashpipe_thread_args_t *args)
     hashpipe_status_t st = args->st;
 
     hashpipe_status_lock_safe(&st);
+    // Record version
+    hputs(st.buf, "GIT_VER", GIT_VERSION);
     // Get info from status buffer if present (no change if not present)
     hgets(st.buf, "BINDHOST", 80, bindhost);
     hgeti4(st.buf, "BINDPORT", &bindport);

From 7510bb1615d0cf192c6024c6fe33860edbd1086f Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 20 Jan 2019 02:07:11 +0000
Subject: [PATCH 157/420] Revert "Propagate tags into data files"

This reverts commit 3618afece023ce24927f3d241efa46488ab628bb.

This functionality is built in to changes enabling multiple
triggering of the data catcher
---
 src/scripts/catcher_up.py              | 3 +--
 src/scripts/hera_make_hdf5_template.py | 8 +++-----
 2 files changed, 4 insertions(+), 7 deletions(-)

diff --git a/src/scripts/catcher_up.py b/src/scripts/catcher_up.py
index 38d5ae92..2358acd2 100755
--- a/src/scripts/catcher_up.py
+++ b/src/scripts/catcher_up.py
@@ -32,7 +32,6 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Place to put HDF5 header template file')
 parser.add_argument('-n', dest='nfiles', type=int, default=10, help='Number of files of data to capture')
 parser.add_argument('-m', dest='msperfile', type=int, default=60000, help='Number of ms of data per file')
-parser.add_argument('--tag', dest='tag', type=str, default='None', help='User-supplied tag for this data run')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
 
@@ -56,7 +55,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(15)
 
 # Generate the meta-data template
-run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-t', args.tag, '-c', '-r', args.hdf5template], wait=True)
+run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
 
 #Configure runtime parameters
 catcher_dict = {
diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 5c8a8434..8902127a 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -119,7 +119,7 @@ def get_telescope_location_ecef(lat, lon, alt):
     return uvutils.XYZ_from_LatLonAlt(lat, lon, alt)
 
 
-def create_header(h5, use_cm=False, use_redis=False, tag=None):
+def create_header(h5, use_cm=False, use_redis=False):
     """
     Create an HDF5 file with appropriate datasets in a "Header"
     data group.
@@ -183,8 +183,7 @@ def create_header(h5, use_cm=False, use_redis=False, tag=None):
     header.create_dataset("antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS)
     header.create_dataset("channel_width",     dtype="<f8", data=channel_width)
     header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=freqs) #TODO Get from config
-    header.create_dataset("history", data=np.string_("%s: Template file created\n" % time.ctime()))
-    header.create_dataset("tag", data=np.string_(tag))
+    header.create_dataset("history",   data=np.string_("%s: Template file created\n" % time.ctime()))
     header.create_dataset("instrument", data=np.string_(INSTRUMENT))
     #header.create_dataset("integration_time", dtype="<f8", data=INT_TIME)
     header.create_dataset("object_name", data=np.string_("zenith"))
@@ -265,8 +264,7 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
                         help ='Use this flag to get up-to-date (hopefully) array meta-data from the C+M system')
     parser.add_argument('-r', dest='use_redis', action='store_true', default=False,
                         help ='Use this flag to get up-to-date (hopefully) f-engine meta-data from a redis server at `redishost`')
-    parser.add_argument('-t', dest='tag', type=str, default='None', help='User-supplied tag for this header')
     args = parser.parse_args()
 
     with h5py.File(args.output, "w") as h5:
-        create_header(h5, use_cm=args.use_cminfo, use_redis=args.use_redis, tag=args.tag)
+        create_header(h5, use_cm=args.use_cminfo, use_redis=args.use_redis)

From 73c35ff367d3c12b6e099a9e8121be8d6deaa439 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 20 Jan 2019 02:15:29 +0000
Subject: [PATCH 158/420] Rename so as not to confuse with (eg) SNAP command
 handler

---
 src/scripts/{hera_cmd_handler.py => hera_corr_cmd_handler.py} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename src/scripts/{hera_cmd_handler.py => hera_corr_cmd_handler.py} (100%)

diff --git a/src/scripts/hera_cmd_handler.py b/src/scripts/hera_corr_cmd_handler.py
similarity index 100%
rename from src/scripts/hera_cmd_handler.py
rename to src/scripts/hera_corr_cmd_handler.py

From 2186cee3df44e6245a438deb41eebf5f480d463b Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 20 Jan 2019 23:40:04 +0000
Subject: [PATCH 159/420] Move command handler out of this repo

and into hera_corr_cm
---
 src/Makefile.am                      | 20 +++++-----
 src/scripts/hera_corr_cmd_handler.py | 56 ----------------------------
 2 files changed, 10 insertions(+), 66 deletions(-)
 delete mode 100755 src/scripts/hera_corr_cmd_handler.py

diff --git a/src/Makefile.am b/src/Makefile.am
index bb7182b6..a63eacb9 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -59,16 +59,16 @@ paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5 -lhiredis
 
 # Installed scripts
 dist_bin_SCRIPTS = scripts/paper_init.sh \
-		   scripts/paper_crc_init.sh \
-		   scripts/xtor_down.sh \
-		   scripts/xtor_up.py \
-                   scripts/hera_catcher_init.sh \
-                   scripts/hera_catcher_up.py \
-                   scripts/hera_catcher_down.sh \
-                   scripts/hera_catcher_take_data.py \
-                   scripts/tweak-perf.sh \
-                   scripts/hera_ctl.py \
-                   scripts/hera_make_hdf5_template.py
+	           scripts/paper_crc_init.sh \
+	           scripts/xtor_down.sh \
+	           scripts/xtor_up.py \
+	           scripts/hera_catcher_init.sh \
+	           scripts/hera_catcher_up.py \
+	           scripts/hera_catcher_down.sh \
+	           scripts/hera_catcher_take_data.py \
+	           scripts/tweak-perf.sh \
+	           scripts/hera_ctl.py \
+	           scripts/hera_make_hdf5_template.py
 
 # Non-installed test programs
 noinst_PROGRAMS = paper_fluff_test hera_write_hdf5
diff --git a/src/scripts/hera_corr_cmd_handler.py b/src/scripts/hera_corr_cmd_handler.py
deleted file mode 100755
index 05f55186..00000000
--- a/src/scripts/hera_corr_cmd_handler.py
+++ /dev/null
@@ -1,56 +0,0 @@
-#!/usr/bin/env python
-import redis
-import time
-import json
-import argparse
-from subprocess import Popen, PIPE
-
-def send_response(r, command, time, **kwargs):
-    message_dict = {"command":command, "time":time, "args":kwargs}
-    n = r.publish("corr:response", json.dumps(message_dict))
-    print n
-
-def start_capture(starttime, duration, acclen, flags):
-    proc = Popen(["hera_ctl.py", "start", "-n", "%d" % acclen, "-t", "%f" % starttime])
-    proc.wait()
-
-def stop_capture():
-    proc = Popen(["hera_ctl.py", "stop"])
-    proc.wait()
-
-def cmd_handler(r, message, testmode=False):
-    d = json.loads(message)
-    command = d["command"]
-    time = d["time"]
-    args = d["args"]
-    if testmode:
-        print "Got command:", command
-        print "       args:", args
-        return
-    if command == "record":
-        start_capture(args["starttime"], args["duration"], args["acclen"], args["tag"])
-        starttime = float(r["corr:trig_time"])
-        send_response(r, command, time, starttime=starttime)
-    elif command == "stop":
-        stop_capture()
-        send_response(r, command, time)
-
-if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description='Process commands from the corr:message redis channel.',
-                                     formatter_class=argparse.ArgumentDefaultsHelpFormatter)
-    parser.add_argument('-r', dest='redishost', type=str, default='redishost',
-                        help ='Hostname of redis server')
-    parser.add_argument('-t', dest='testmode', action='store_true', default=False,
-                        help ='Use this flag to run in test mode, where no commands are executed')
-    args = parser.parse_args()
-    
-    r = redis.Redis(args.redishost)
-    
-    cmd_chan = r.pubsub()
-    cmd_chan.subscribe("corr:message")
-    cmd_chan.get_message(timeout=0.1)
-    
-    while(True):
-        message = cmd_chan.get_message(timeout=5)
-        if message is not None:
-            cmd_handler(r, message["data"], testmode=args.testmode)

From 7e1e3802a74decd6d1cbc53ad00049b65a9093d6 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 21 Jan 2019 00:13:04 +0000
Subject: [PATCH 160/420] Update "corr:is_taking_data" key to indicate state

---
 src/hera_catcher_disk_thread.c | 33 ++++++++++++++++++++++++++++++++-
 1 file changed, 32 insertions(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index f40aa519..c1df94a6 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -746,6 +746,7 @@ static void *run(hashpipe_thread_args_t * args)
     const char *hostname = "redishost";
     int redisport = 6379;
     int use_redis = 1;
+    int idle = 0;
     use_redis = use_redis;
 
     struct timeval redistimeout = { 0, 100000 }; // 0.1 seconds
@@ -761,6 +762,10 @@ static void *run(hashpipe_thread_args_t * args)
         }
     }
 
+    // Indicate via redis that we're started but not taking data
+    redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
+    redisCommand(c, "EXPIRE corr:is_taking_data 60");
+
     /* Loop(s) */
     int32_t *db_in32;
     int rv;
@@ -801,9 +806,17 @@ static void *run(hashpipe_thread_args_t * args)
     while (run_threads()) {
         // Note waiting status,
         hashpipe_status_lock_safe(&st);
-        hputs(st.buf, status_key, "waiting");
+        if (idle) {
+            hputs(st.buf, status_key, "idle");
+        } else {
+            hputs(st.buf, status_key, "waiting");
+        }
         hashpipe_status_unlock_safe(&st);
 
+        // Expire the "corr:is_taking_data" key after 60 seconds.
+        // If this pipeline goes down, we will know because the key will disappear
+        redisCommand(c, "EXPIRE corr:is_taking_data 60");
+
         // Wait for new input block to be filled
         while ((rv=hera_catcher_input_databuf_busywait_filled(db_in, curblock_in)) != HASHPIPE_OK) {
             if (rv==HASHPIPE_TIMEOUT) {
@@ -855,7 +868,19 @@ static void *run(hashpipe_thread_args_t * args)
             hashpipe_status_lock_safe(&st);
             hputu4(st.buf, "TRIGGER", 0);
             hashpipe_status_unlock_safe(&st);
+            idle = 0;
+            if (use_redis) {
+                // Create the "corr:is_taking_data" hash. This will be set to state=False
+                // when data taking is complete. Or if this pipeline exits the key will expire.
+                redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
+            }
         } else if (file_cnt >= nfiles) {
+            // If we're transitioning to idle state
+            // Indicate via redis that we're no longer taking data
+            if (!idle) {
+                redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
+            }
+            idle = 1;
             // Mark input block as free and advance
             if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
                 hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
@@ -865,6 +890,12 @@ static void *run(hashpipe_thread_args_t * args)
             continue;
         }
 
+        // If we make it to here we're not idle any more.
+        // Usually this would mean there has been another trigger but
+        // it could be some weirdness where someone tried to take more
+        // data by incrementing NFILES without retriggering.
+        idle = 0;
+
         // Got a new data block, update status
         hashpipe_status_lock_safe(&st);
         hputs(st.buf, status_key, "writing");

From 630c8896633f5086aecbf9c28aed29daeabb3ef7 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Thu, 7 Feb 2019 12:29:34 -0500
Subject: [PATCH 161/420] Replace pickle dumps with json dumps

---
 src/scripts/hera_make_hdf5_template.py | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index b436590e..a3ef20ef 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -7,7 +7,7 @@
 import logging
 import numpy as np
 import time
-import pickle
+import copy
 import redis
 from hera_corr_f import helpers
 
@@ -238,12 +238,16 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
     extras = obj.create_group("extra_keywords")
     if cminfo is not None:
         extras.create_dataset("cmver", data=np.string_(cminfo["cm_version"]))
-        extras.create_dataset("cminfo", data=np.string_(pickle.dumps(cminfo)))
+        # we need to convert antenna_positions to a list for json to play nicely
+        cminfo_copy = copy.deepcopy(cminfo)
+        cminfo_copy["antenna_positions"] = cminfo_copy["antenna_positions"].tolist()
+        extras.create_dataset("cminfo", data=np.string_(json.dumps(cminfo_copy)))
+        del(cminfo_copy)
     else:
         extras.create_dataset("cmver", data=np.string_("generated-without-cminfo"))
         extras.create_dataset("cminfo", data=np.string_("generated-without-cminfo"))
-    if fenginfo is not None:    
-        extras.create_dataset("finfo", data=np.string_(pickle.dumps(fenginfo)))
+    if fenginfo is not None:
+        extras.create_dataset("finfo", data=np.string_(json.dumps(fenginfo)))
     else:
         extras.create_dataset("finfo", data=np.string_("generated-without-redis"))
     #extras.create_dataset("st_type", data=np.string_("???"))

From a06a410fded5ccffdf3885e0420872d2a0e57a50 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 17 Feb 2019 06:51:48 +0000
Subject: [PATCH 162/420] Populate nsamples array

For now, all baselines must have the same integration length.
I.e., BDA not supported.
---
 src/hera_catcher_disk_thread.c | 38 ++++++++++++++++++++++++++++------
 1 file changed, 32 insertions(+), 6 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index c1df94a6..f1f430b6 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -439,8 +439,8 @@ static void close_filespaces(hdf5_id_t *id) {
 
 
 /*
- * Write an n_baselines x N_CHAN_PROCESSED x N_STOKES
- * data block to dataset `id` at time position `txn_baselines`
+ * Write a N_BL_PER_WRITE x N_CHAN_PROCESSED x N_STOKES
+ * data block to dataset `id` at time position `t` and baseline offset `b`
 */
 static void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space, uint64_t *visdata_buf)
 {
@@ -450,6 +450,18 @@ static void write_channels(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space,
     H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf);
 }
 
+/*
+ * Write an N_BL_PER_WRITE x N_CHAN_PROCESSED x N_STOKES
+ * data block to dataset `id` at time position `t` and baseline offset `b`.
+*/
+static void write_nsamples(hdf5_id_t *id, hsize_t t, hsize_t b, hid_t mem_space, float *nsamples_buf)
+{
+    hsize_t start[N_DATA_DIMS] = {t*VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES + b, 0, 0, 0};
+    hsize_t count[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};
+    H5Sselect_hyperslab(id->nsamples_fs, H5S_SELECT_SET, start, NULL, count, NULL);
+    H5Dwrite(id->nsamples_did, H5T_IEEE_F32LE, mem_space, id->nsamples_fs, H5P_DEFAULT, nsamples_buf);
+}
+
 /*
 Write Nbls entries into the integration_time and time_array arrays. Write Nbls x 3 entries into uvw_array
 */
@@ -574,6 +586,16 @@ static void compute_time_array(double time, double *time_buf)
     }
 }
 
+/* Copy a single value into N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES elements
+ * of an array.
+*/
+static void compute_nsamples_array(float nsamples, float *nsamples_array){
+    int i;
+    for (i=0; i<(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES); i++) {
+        nsamples_array[i] = nsamples;
+    }
+}
+
 static void compute_integration_time_array(double integration_time, double *integration_time_buf)
 {
     int i;
@@ -789,8 +811,7 @@ static void *run(hashpipe_thread_args_t * args)
     // Allocate an array of bools for flags and n_samples
     hbool_t *flags = (hbool_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(hbool_t));
     //TODO flags never get written
-    uint64_t *nsamples = (uint64_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED* sizeof(uint64_t));
-    //TODO nsamples never gets written
+    float *nsamples = (float *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(float));
 
     // Define the memory space used by these buffers for HDF5 access
     // We write N_BL_PER_WRITE x 1[spw] x N_CHAN_PROCESSED x N_STOKES at a time
@@ -952,7 +973,7 @@ static void *run(hashpipe_thread_args_t * args)
 
         // Update time and sample counters
         file_stop_t = gps_time;
-        file_duration = file_stop_t - file_start_t; //really want a +1 * acc_len here
+        file_duration = file_stop_t - file_start_t; //TODO: really want a +1 * acc_len here
         file_nblts += VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES;
         file_nts += 1;
 
@@ -970,6 +991,10 @@ static void *run(hashpipe_thread_args_t * args)
         compute_uvw_array(uvw_array_buf, ant_pos, bl_order);
         compute_time_array(julian_time, time_array_buf);
         compute_integration_time_array(acc_len * TIME_DEMUX * 2L * N_CHAN_TOTAL_GENERATED/(double)FENG_SAMPLE_RATE, integration_time_buf);
+        // TODO We calculate nsamples once per integration, and assume that all baseline blocks have the same nsample values.
+        // This will not be true once BDA is implemented.
+        // Values of nsamples should be populated only in the baseline write loop, below.
+        compute_nsamples_array((float)(acc_len * TIME_DEMUX), nsamples);
         write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
         write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
 
@@ -980,12 +1005,13 @@ static void *run(hashpipe_thread_args_t * args)
             //write data to file
 	    clock_gettime(CLOCK_MONOTONIC, &w_start);
             write_channels(&sum_file, file_nts-1, bl, mem_space, (uint64_t *)bl_buf_sum); 
+            write_nsamples(&sum_file, file_nts-1, bl, mem_space, nsamples);
 #ifndef SKIP_DIFF
             write_channels(&diff_file, file_nts-1, bl, mem_space, (uint64_t *)bl_buf_diff); 
+            write_nsamples(&diff_file, file_nts-1, bl, mem_space, nsamples);
 #endif
 	    clock_gettime(CLOCK_MONOTONIC, &w_stop);
             flags = flags;
-            nsamples = nsamples;
 
 	    t_ns = ELAPSED_NS(t_start, w_start);
 	    w_ns = ELAPSED_NS(w_start, w_stop);

From 2cf664f229e8d6a10dbd4eec6c57985ab70e7945 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 18 Feb 2019 07:53:40 +0000
Subject: [PATCH 163/420] Change nsamples to 1.0

nsamples is *not* the number of samples (spectra) in an integration,
it is the number of integration_time samples in the resulting baseline.
---
 src/hera_catcher_disk_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index f1f430b6..1b4c356b 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -994,7 +994,7 @@ static void *run(hashpipe_thread_args_t * args)
         // TODO We calculate nsamples once per integration, and assume that all baseline blocks have the same nsample values.
         // This will not be true once BDA is implemented.
         // Values of nsamples should be populated only in the baseline write loop, below.
-        compute_nsamples_array((float)(acc_len * TIME_DEMUX), nsamples);
+        compute_nsamples_array(1.0, nsamples);
         write_extensible_headers(&sum_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
         write_extensible_headers(&diff_file, file_nts-1, mem_space1, mem_space2, integration_time_buf, time_array_buf, uvw_array_buf, bl_order);
 

From a830e9186addbbf87c8f47c457ddb363691d49cc Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Thu, 21 Feb 2019 19:02:18 -0800
Subject: [PATCH 164/420] add baseline dependent averaging to the output thread

---
 src/Makefile.am            |  17 +--
 src/hera_fake_gpu_thread.c | 167 ++++++++++++++++++++++++++++
 src/hera_gpu_bda_thread.c  | 219 +++++++++++++++++++++++++++++++++++++
 src/paper_databuf.h        |  22 ++++
 4 files changed, 417 insertions(+), 8 deletions(-)
 create mode 100644 src/hera_fake_gpu_thread.c
 create mode 100644 src/hera_gpu_bda_thread.c

diff --git a/src/Makefile.am b/src/Makefile.am
index a63eacb9..c1db68c7 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -19,15 +19,16 @@ AM_CFLAGS = -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2 -march=native -f
 
 # Convenience variables to group source files
 paper_databuf = paper_databuf.h \
-	        paper_databuf.c
+	            paper_databuf.c
 
 paper_threads = paper_fake_net_thread.c       \
-		paper_gpu_cpu_output_thread.c \
-		paper_gpu_output_thread.c     \
-		paper_gpu_thread.c            \
-		paper_fluff_thread.c          \
-		hera_pktsock_thread.c         \
-		paper_crc_thread.c            \
+		        paper_gpu_cpu_output_thread.c \
+		        paper_gpu_output_thread.c     \
+		        paper_gpu_thread.c            \
+		        paper_fluff_thread.c          \
+		        hera_pktsock_thread.c         \
+                hera_fake_gpu_thread.c        \
+		        paper_crc_thread.c            \
                 hera_catcher_net_thread.c     \
                 hera_catcher_disk_thread.c    \
                 hera_gpu_output_thread.c      \
@@ -37,7 +38,7 @@ paper_threads = paper_fake_net_thread.c       \
                 lzf_filter.h
 
 paper_fluff = paper_fluff.h \
-	      paper_fluff.c
+	          paper_fluff.c
 
 hera_capture = hera_hdf5.h \
                hera_write_hdf5.c
diff --git a/src/hera_fake_gpu_thread.c b/src/hera_fake_gpu_thread.c
new file mode 100644
index 00000000..58581ae5
--- /dev/null
+++ b/src/hera_fake_gpu_thread.c
@@ -0,0 +1,167 @@
+/* Populates a GPU output buffer with fake data 
+   to enable testing of the pipeline downstream.
+   Mostly, baseline dependent integration
+*/
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <unistd.h>
+#include <string.h>
+#include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <errno.h>
+#include <endian.h>
+
+#include <xgpu.h>
+
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+
+static XGPUInfo xgpu_info;
+
+// Computes the triangular index of an (i,j) pair as shown here...
+// NB: Output is valid only if i >= j.
+//
+//      i=0  1  2  3  4..
+//     +---------------
+// j=0 | 00 01 03 06 10
+//   1 |    02 04 07 11
+//   2 |       05 08 12
+//   3 |          09 13
+//   4 |             14
+//   :
+static inline off_t tri_index(const int i, const int j)
+{
+  return (i * (i+1))/2 + j;
+}
+
+
+// Returns index into the GPU's register tile ordered output buffer for the
+// real component of the cross product of inputs in0 and in1.  Note that in0
+// and in1 are input indexes (i.e. 0 based) and often represent antenna and
+// polarization by passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx
+// and pol_idx are also 0 based).  Return value is valid if in1 >= in0.  The
+// corresponding imaginary component is located xgpu_info.matLength words after
+// the real component.
+static off_t regtile_index(const int in0, const int in1){
+  const int a0 = in0 >> 1;
+  const int a1 = in1 >> 1;
+  const int p0 = in0 & 1;
+  const int p1 = in1 & 1;
+  const int num_words_per_cell = 4;
+
+  // Index within a quadrant
+  const int quadrant_index = tri_index(a1/2, a0/2);
+  // Quadrant for this input pair
+  const int quadrant = 2*(a0&1) + (a1&1);
+  // Size of quadrant
+  const int quadrant_size = (xgpu_info.nstation/2 + 1) * xgpu_info.nstation/4;
+  // Index of cell (in units of cells)
+  const int cell_index = quadrant*quadrant_size + quadrant_index;
+  //printf("%s: in0=%d, in1=%d, a0=%d, a1=%d, cell_index=%d\n", __FUNCTION__, in0, in1, a0, a1, cell_index);
+  // Pol offset
+  const int pol_offset = 2*p1 + p0;
+  // Word index (in units of words (i.e. floats) of real component
+  const int index = (cell_index * num_words_per_cell) + pol_offset;
+  return index;
+}
+
+static void *fake_gpu_thread_run(hashpipe_thread_args_t * args){
+    paper_output_databuf_t *db = (paper_output_databuf_t *)args->obuf;
+    hashpipe_status_t st = args->st;
+    const char *status_key = args->thread_desc->skey;
+
+    /* Main loop */
+    int rv;              // store return of buffer status calls
+    uint64_t mcnt = 0;   // mcnt of each block
+    uint32_t *data;
+    int in0, in1;
+    int block_idx = 0;
+    uint32_t fakedata = 0x0101;
+
+    xgpuInfo(&xgpu_info);
+    
+    /* Test statements */
+    printf("N_OUTPUT_MATRIX: %d\n",N_OUTPUT_MATRIX);
+    printf("N_INPUTS: %d\n",N_INPUTS);
+    printf("N_CHAN_PER_X: %d\n",N_CHAN_PER_X);
+    printf("Largest index: %ld\n",regtile_index(N_INPUTS-1,N_INPUTS-1));
+    printf("xgpu.n_station: %d\n",xgpu_info.nstation);
+
+    while (run_threads()) {
+
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "waiting");
+        hputi4(st.buf, "FGPUBKOUT", block_idx);
+        hputi8(st.buf, "FGPUMCNT", mcnt);
+        hashpipe_status_unlock_safe(&st);
+        sleep(1);
+
+        /* Wait for new block to be free, then clear it
+         * if necessary and fill its header with new values.
+         */
+        while ((rv=paper_output_databuf_wait_free(db, block_idx))!= HASHPIPE_OK){
+            if (rv==HASHPIPE_TIMEOUT){
+                hashpipe_status_lock_safe(&st);
+                hputs(st.buf, status_key, "blocked");
+                hashpipe_status_unlock_safe(&st);
+                continue;
+            }else{
+                hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+                pthread_exit(NULL);
+                break;
+            }
+        }
+
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "receiving");
+        hashpipe_status_unlock_safe(&st);
+
+        // Set block header
+        db->block[block_idx].header.mcnt = mcnt;
+        mcnt+=Nm;
+
+        // Set all block data to zero
+        data = (uint32_t *)db->block[block_idx].data;
+        memset(data, 0, N_OUTPUT_MATRIX);
+
+        // Populate block with fake data
+        for(in0 = 0; in0 < N_INPUTS; in0++){
+           for(in1 = in0; in1 < N_INPUTS; in1++){
+              //printf("%d\t %d\t %ld\n",in0,in1,regtile_index(in0,in1));
+              memcpy(data+regtile_index(in0,in1), &fakedata, 4); 
+           }
+        } 
+        // Mark block as full
+        paper_output_databuf_set_filled(db, block_idx);
+    
+        // Setup for next block
+        block_idx = (block_idx + 1)%db->header.n_block;
+
+        fprintf(stderr,"Block_id: %d\n",block_idx);
+
+        /* Will exit if thread has been cancelled */
+        pthread_testcancel();
+    }
+
+    // Thread success!
+    return THREAD_OK;
+
+}
+ 
+static hashpipe_thread_desc_t hera_fake_gpu_thread = {
+    name: "hera_fake_gpu_thread",
+    skey: "FGPUSTAT",
+    init: NULL,
+    run:  fake_gpu_thread_run,
+    ibuf_desc: {NULL},
+    obuf_desc: {paper_output_databuf_create}
+};
+
+static __attribute__((constructor)) void ctor(){
+  register_hashpipe_thread(&hera_fake_gpu_thread);
+}
diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
new file mode 100644
index 00000000..8440687d
--- /dev/null
+++ b/src/hera_gpu_bda_thread.c
@@ -0,0 +1,219 @@
+/* Takes the output from the GPU and 
+ * averages over time for the shorter 
+ * baselines according to a config file.
+ * Output is stored in CASPER ordered 
+ * shared memory segments.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <unistd.h>
+#include <string.h>
+#include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <errno.h>
+#include <endian.h>
+
+#include <xgpu.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+
+#define LOG(x)           ((int)(log((x))/log(2))) // yields msb loc
+#define CHECK_PWR2(x)    (!((x)&((x)-1)))
+
+typedef struct BDA_params {
+  int intbin_cntr[5];  // No. of baselines in each bin
+  int *ant_pair_0[5];  // Ant0 of pair
+  int *ant_pair_1[5];  // Ant1 of pair
+} BDA_params_t; 
+
+BDA_params_t bdaparams;
+static XGPUInfo xgpu_info;
+
+// Computes the triangular index of an (i,j) pair as shown here...
+// NB: Output is valid only if i >= j.
+//
+//      i=0  1  2  3  4..
+//     +---------------
+// j=0 | 00 01 03 06 10
+//   1 |    02 04 07 11
+//   2 |       05 08 12
+//   3 |          09 13
+//   4 |             14
+//   :
+static inline off_t tri_index(const int i, const int j)
+{
+  return (i * (i+1))/2 + j;
+}
+
+// regtile_chan_length is the number of complex cross products per channel for
+// the xGPU register tile order correlator output format with N_INPUTS.
+// NB: N_INPUTS = N_STATION * N_POL
+#define REGTILE_CHAN_LENGTH (4 * 4 * N_INPUTS/4 * (N_INPUTS/4+1) / 2)
+static inline size_t regtile_chan_length()
+{
+  // Four cross products for each quadrant of 4 input x 4 input tile
+  return REGTILE_CHAN_LENGTH;
+}
+
+// Returns index into the GPU's register tile ordered output buffer for the
+// real component of the cross product of inputs in0 and in1.  Note that in0
+// and in1 are input indexes (i.e. 0 based) and often represent antenna and
+// polarization by passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx
+// and pol_idx are also 0 based).  Return value is valid if in1 >= in0.  The
+// corresponding imaginary component is located xgpu_info.matLength words after
+// the real component.
+static off_t regtile_index(const int in0, const int in1)
+{
+  const int a0 = in0 >> 1;
+  const int a1 = in1 >> 1;
+  const int p0 = in0 & 1;
+  const int p1 = in1 & 1;
+  const int num_words_per_cell = 4;
+
+  // Index within a quadrant
+  const int quadrant_index = tri_index(a1/2, a0/2);
+  // Quadrant for this input pair
+  const int quadrant = 2*(a0&1) + (a1&1);
+  // Size of quadrant
+  const int quadrant_size = (xgpu_info.nstation/2 + 1) * xgpu_info.nstation/4;
+  // Index of cell (in units of cells)
+  const int cell_index = quadrant*quadrant_size + quadrant_index;
+  //printf("%s: in0=%d, in1=%d, a0=%d, a1=%d, cell_index=%d\n", __FUNCTION__, in0, in1, a0, a1, cell_index);
+  // Pol offset
+  const int pol_offset = 2*p1 + p0;
+  // Word index (in units of words (i.e. floats) of real component
+  const int index = (cell_index * num_words_per_cell) + pol_offset;
+  return index;
+}
+
+// Returns index into a CASPER ordered buffer for the real component of the
+// cross product of inputs in0 and in1.  Note that in0 and in1 are input
+// indexes (i.e. 0 based) and often represent antenna and polarization by
+// passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx ad pol_idx are
+// also 0 based).  Return value is valid if in1 >= in0.  The corresponding
+// imaginary component is located in the word immediately following the real
+// component.  A casper ordered buffer consists of four complex values for each
+// pair of input pairs.  Thus, the number of complex values in a casper ordered
+// buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
+static off_t casper_index(const int in0, const int in1, const int n)
+{
+  const int a0 = in0 >> 1;
+  const int a1 = in1 >> 1;
+  const int p0 = in0 & 1;
+  const int p1 = in1 & 1;
+  const int delta = a1-a0;
+  const int num_words_per_cell = 8;
+  const int nant_2 = (n/2) / 2;
+
+  // Three cases: top triangle, middle rectangle, bottom triangle
+  const int triangle_size = ((nant_2 + 1) * nant_2)/2;
+  const int middle_rect_offset = triangle_size;
+  const int last_cell_offset = 4*middle_rect_offset - nant_2 - 1;
+  int cell_index;
+
+  if(delta > nant_2) {
+    // bottom triangle
+    cell_index = last_cell_offset - tri_index(nant_2-2-a0, (n/2)-1-a1);
+  } else if (a1 < (n/2)/2) {
+    // top triangle
+    cell_index = tri_index(a1, a0);
+  } else {
+    // middle rectangle
+    cell_index = middle_rect_offset + (a1-nant_2)*(nant_2+1) + (nant_2-delta);
+  }
+  //printf("%s: a0=%d, a1=%d, delta=%d, cell_index=%d\n", __FUNCTION__, a0, a1, delta, cell_index);
+  // Pol offset
+  const int pol_offset = 2*(2*(p0^p1) + p0);
+  // Word index (in units of words (i.e. floats) of real component
+  const int index = (cell_index * num_words_per_cell) + pol_offset;
+  return index;
+}
+
+// For each channel, a casper ordered buffer contains four complex values for
+// each pair of input pairs.  Thus, the number of complex values in a casper
+// ordered buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
+#define N_CASPER_COMPLEX_PER_CHAN (N_INPUTS * (N_INPUTS/2 + 1))
+
+// Lookup table mapping casper_idx to regtile_idx
+static off_t *idx_map;
+
+static int init_idx_map()
+{
+  int a0, a1, p0, p1, i, j;
+  idx_map = malloc(N_CASPER_COMPLEX_PER_CHAN * sizeof(off_t));
+  if(!idx_map) {
+    return -1;
+  }
+
+  for(a1=0; a1<N_INPUTS/2; a1++) {
+    for(a0=0; a0<=a1; a0++) {
+      for(p0=0; p0<2; p0++) {
+        for(p1=0; p1<2; p1++) {
+          i = 2*a0 + p0;
+          j = 2*a1 + p1;
+          idx_map[casper_index(i,j,N_INPUTS)/2] = regtile_index(i,j);
+        }
+      }
+    }
+  }
+  return 0;
+}
+
+
+static int init(struct hashpipe_thread_args *args)
+{   
+    // Get sizing parameters
+    xgpuInfo(&xgpu_info);
+    bytes_per_dump = xgpu_info.triLength * sizeof(Complex);
+    packets_per_dump = bytes_per_dump / OUTPUT_BYTES_PER_PACKET;
+    printf("bytes_per_dump = %lu\n", bytes_per_dump);
+
+    if(init_idx_map()) {
+      return -1;
+    }
+
+    // Load baseline averaging params from config file
+    FILE *fp;  
+    int i,j, bin, a0, a1, inttime;
+    int cntr[5] = {0,0,0,0,0};
+    
+    if((fp=fopen("bda_config.txt","r")) == NULL){
+       printf("Cannot open the configuration file.\n");
+       exit(1);
+    }
+    while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
+       if((inttime == 0) || !CHECK_PWR2(inttime)){
+         printf("(%d,%d): Samples to integrate not power of 2!\n",a0,a1);
+         exit(1);
+       }
+       bda_params.intbin_cntr[LOG(inttime)]++;
+    }
+
+    // malloc for storing ant pairs
+    for(j=0; j<5; j++){
+      bda_params.ant_pair_0[j] = (int *)malloc(bda_params.intbin_cntr[j]*sizeof(int));
+      bda_params.ant_pair_1[j] = (int *)malloc(bda_params.intbin_cntr[j]*sizeof(int));
+    }
+    rewind(fp);
+    while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
+      bin = LOG(inttime);
+      bda_params.ant_pair_0[bin][ctr[bin]] = a0;
+      bda_params.ant_pair_1[bin][ctr[bin]++] = a1; 
+    }
+    fclose(fp);
+
+    // Malloc for integration buffers
+     
+
+    // Success!
+    return 0;
+}
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 83bd4a1d..36d81b90 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -263,6 +263,28 @@ typedef struct paper_output_databuf {
   paper_output_block_t block[N_OUTPUT_BLOCKS];
 } paper_output_databuf_t;
 
+/* 
+ * BASELINE DEPENDENT AVERAGING STRUCTURES
+ */
+
+typedef struct hera_bda_output_header{
+  uint64_t mcnt;            // mcnt of the first time sample in the data
+  char send;                // 0 - don't packetize, 1 - ready for sending
+  uint8_t size;             // size of buffer (from config file)
+  uint8_t fcount;           // number of time samples to be added (from config file)
+} hera_bda_output_header_t;
+
+typedef uint8_t hera_bda_output_header_cache_alignment[
+  CACHE_ALIGNMENT - (sizeof(hera_bda_output_header_t)%CACHE_ALIGNMENT)
+];
+
+typedef struct hera_bda_output_buffer{
+  hera_bda_output_header_t header;
+  hera_bda_output_header_cache_alignment padding;
+  uint64_t *data;
+} hera_bda_output_buffer_t ;
+
+
 /*
  * CATCHER BUFFER STRUCTURES
  */

From 09a3f857068965b26ad53caea009c0fb5784a393 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Tue, 5 Mar 2019 12:43:12 -0500
Subject: [PATCH 165/420] Add x_orientation keyword to header

---
 src/scripts/hera_make_hdf5_template.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index a3ef20ef..00b89165 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -192,6 +192,7 @@ def create_header(h5, use_cm=False, use_redis=False):
     header.create_dataset("spw_array",      dtype="<i8", data=[0])
     header.create_dataset("telescope_name", data=np.string_("HERA"))
     header.create_dataset("vis_units",  data=np.string_("UNCALIB"))
+    header.create_dataset("x_orientation", data=np.string_("N"))
     if use_cm:
         # convert lat and lon from degrees -> radians
         lat = cminfo['cofa_lat'] * np.pi / 180.

From 56c12242bfcad882c891d8adea8c6ceea74c7480 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 6 Mar 2019 10:56:05 -0800
Subject: [PATCH 166/420] Thread to create fake gpu output data

---
 src/hera_fake_gpu_thread.c | 34 ++++++++++++++++++++++++----------
 1 file changed, 24 insertions(+), 10 deletions(-)

diff --git a/src/hera_fake_gpu_thread.c b/src/hera_fake_gpu_thread.c
index 58581ae5..ac55d4a8 100644
--- a/src/hera_fake_gpu_thread.c
+++ b/src/hera_fake_gpu_thread.c
@@ -21,6 +21,8 @@
 #include "hashpipe.h"
 #include "paper_databuf.h"
 
+#define REGTILE_CHAN_LENGTH (4 * 4 * N_INPUTS/4 * (N_INPUTS/4+1) / 2)
+
 static XGPUInfo xgpu_info;
 
 // Computes the triangular index of an (i,j) pair as shown here...
@@ -47,7 +49,8 @@ static inline off_t tri_index(const int i, const int j)
 // and pol_idx are also 0 based).  Return value is valid if in1 >= in0.  The
 // corresponding imaginary component is located xgpu_info.matLength words after
 // the real component.
-static off_t regtile_index(const int in0, const int in1){
+static off_t regtile_index(const int in0, const int in1)
+{
   const int a0 = in0 >> 1;
   const int a1 = in1 >> 1;
   const int p0 = in0 & 1;
@@ -78,19 +81,22 @@ static void *fake_gpu_thread_run(hashpipe_thread_args_t * args){
     /* Main loop */
     int rv;              // store return of buffer status calls
     uint64_t mcnt = 0;   // mcnt of each block
-    uint32_t *data;
-    int in0, in1;
+    int ant0, ant1, chan, pol;
     int block_idx = 0;
-    uint32_t fakedata = 0x0101;
+    off_t idx_regtile;
+    int32_t fakereal = 0x00000001;
+    int32_t fakeimag = 0x00000002;
 
     xgpuInfo(&xgpu_info);
     
     /* Test statements */
     printf("N_OUTPUT_MATRIX: %d\n",N_OUTPUT_MATRIX);
     printf("N_INPUTS: %d\n",N_INPUTS);
+    printf("N_ANTS: %d\n",N_ANTS);
     printf("N_CHAN_PER_X: %d\n",N_CHAN_PER_X);
     printf("Largest index: %ld\n",regtile_index(N_INPUTS-1,N_INPUTS-1));
     printf("xgpu.n_station: %d\n",xgpu_info.nstation);
+    printf("xgpu.matLength: %lld\n",xgpu_info.matLength);
 
     while (run_threads()) {
 
@@ -126,14 +132,22 @@ static void *fake_gpu_thread_run(hashpipe_thread_args_t * args){
         mcnt+=Nm;
 
         // Set all block data to zero
-        data = (uint32_t *)db->block[block_idx].data;
-        memset(data, 0, N_OUTPUT_MATRIX);
+        int32_t *data_re = db->block[block_idx].data;
+        int32_t *data_im = db->block[block_idx].data + xgpu_info.matLength;
+        memset(data_re, 5, N_OUTPUT_MATRIX*sizeof(int32_t));
 
         // Populate block with fake data
-        for(in0 = 0; in0 < N_INPUTS; in0++){
-           for(in1 = in0; in1 < N_INPUTS; in1++){
-              //printf("%d\t %d\t %ld\n",in0,in1,regtile_index(in0,in1));
-              memcpy(data+regtile_index(in0,in1), &fakedata, 4); 
+        for(ant0 = 0; ant0 < N_INPUTS/2; ant0++){
+           for(ant1 = ant0; ant1 < N_INPUTS/2; ant1++){
+             idx_regtile = regtile_index(2*ant0, 2*ant1);
+             //printf("%d\t %d\t %ld\n", ant0, ant1, idx_regtile);
+             for(chan=0; chan<N_CHAN_PER_X; chan++){
+               for(pol=0; pol<N_STOKES; pol++){
+                 data_re[idx_regtile+(chan*REGTILE_CHAN_LENGTH)+pol] = fakereal;
+                 data_im[idx_regtile+(chan*REGTILE_CHAN_LENGTH)+pol] = fakeimag;
+                 //memcpy((data_im+idx_regtile+(chan*REGTILE_CHAN_LENGTH)), &fakeimag, sizeof(int32_t));
+               }
+             }
            }
         } 
         // Mark block as full

From f2f1de30233215d822db1db9b3d71cff238c7fe6 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 6 Mar 2019 10:56:37 -0800
Subject: [PATCH 167/420] one functioning version of bda

---
 src/hera_gpu_output_thread.c | 683 +++++++++++++++++++++++------------
 src/hera_hdf5.h              |   2 -
 src/paper_databuf.h          |  43 ++-
 3 files changed, 490 insertions(+), 238 deletions(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index c1afcd3e..54dbf6a1 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -1,60 +1,57 @@
-// hera_gpu_output_thread.c
-//
-// Sends integrated GPU output to "catcher" machine for assimilation into a
-// dataset. Unlike the original PAPER output thread, this code integrates
-// over XENG_CHAN_SUM channels, and performs a channel x baseline transpose
+/* Takes the output from the GPU and 
+ * averages over time for the shorter 
+ * baselines according to a config file.
+ * Output is stored in CASPER ordered 
+ * shared memory segments.
+ */
 
 #include <stdio.h>
-#include <string.h>
-#include <time.h>
-#include <errno.h>
+#include <stdlib.h>
+#include <math.h>
 #include <unistd.h>
-#include <endian.h>
+#include <string.h>
 #include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
 #include <sys/types.h>
-#include <sys/socket.h>
-#include <netdb.h>
+#include <errno.h>
+#include <endian.h>
 
 #include <xgpu.h>
 
 #include "hashpipe.h"
 #include "paper_databuf.h"
 
-//   Correlator data are sent to a data catcher using a simple UDP packetization
-//   format:
+#define LOG(x)           ((int)(log((x))/log(2))) // yields msb loc
+#define CHECK_PWR2(x)    (!((x)&((x)-1)))
 
-//   uint64_t TIMESTAMP (set to be the MCNT provided by the databuf delivered by the upstream processor)
-//   uint32_t OFFSET (offset in bytes where this packet should be placed in memory to build the complete output)
-//   uint16_t X-ENGINE ID
-//   uint16_t PAYLOAD LENGTH (length of data payload in this packet in bytes)
+// Macros for generating values for the pkthdr_t fields
+#define TIMESTAMP(x)      (htobe64((uint64_t)x))
+#define BASELINE_ID(x)    (htobe32((uint32_t)x))
+#define OFFSET(x)         (htobe32((uint32_t)x))
+#define XENG_ID(x)        (htobe16((uint16_t)x))
+#define PAYLOAD_LEN(x)    (htobe16((uint16_t)x))
 
-// Structure for packet header
+#define CONVERT(x)        (htobe32((x)))
 
+typedef int32_t pktdata_t;
+static XGPUInfo xgpu_info;
+
+// Structure for packet header
 typedef struct pkthdr {
   uint64_t timestamp;
+  uint32_t baseline_id;
   uint32_t offset;
   uint16_t xeng_id;
   uint16_t payload_len;
 } pkthdr_t;
 
-// Macros for generating values for the pkthdr_t fields
-#define TIMESTAMP(x) (htobe64((uint64_t)x))
-#define OFFSET(x)    (htobe32((uint32_t)x))
-#define XENG_ID(x)    (htobe16((uint16_t)x))
-#define PAYLOAD_LEN(x)    (htobe16((uint16_t)x))
-
-#define CONVERT(x) (htobe32(x))
-
-typedef int32_t pktdata_t;
-
 // Structure of a packet
-typedef struct pkt {
+typedef struct struct_pkt {
   pkthdr_t hdr;
   pktdata_t data[OUTPUT_BYTES_PER_PACKET/sizeof(pktdata_t)];
 } pkt_t;
 
-static XGPUInfo xgpu_info;
-
 // PACKET_DELAY_NS is number of nanoseconds to delay between packets.  This is
 // to prevent overflowing the network interface's TX queue.
 // Keep in mind the total throughput of the network, and also the number
@@ -201,14 +198,27 @@ static off_t regtile_index(const int in0, const int in1)
 // component.  A casper ordered buffer consists of four complex values for each
 // pair of input pairs.  Thus, the number of complex values in a casper ordered
 // buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
-static off_t casper_index(const int in0, const int in1, const int n)
-{
-  const int a0 = in0 >> 1;
+
+// For integration buffers, change the ordering to baselines x channels x stokes
+// to make it easier to send the packets after integration.
+
+/*  Each baseline (i.e, ant pair) needs a unique index for encoding the  
+ *  baseline both while packetization and while building the integration
+ *  buffers. The baseline index function below is an adaption of the 
+ *  CASPER index without accounting for the size of each cell or the 
+ *  stokes parameters.
+ */ 
+
+/*  The integration buffer location for each baseline is obtained by  
+ *  multiplying the baseline_index with:
+ *  (words_per_cell = 8) * (num_chan_per_x = 384)
+ *  Pol offset = 2* (2*(p0^p1) + p0)
+ */
+static int baseline_index(const int in0, const int in1, const int n)
+{ 
+  const int a0 = in0 >> 1; 
   const int a1 = in1 >> 1;
-  const int p0 = in0 & 1;
-  const int p1 = in1 & 1;
   const int delta = a1-a0;
-  const int num_words_per_cell = 8;
   const int nant_2 = (n/2) / 2;
 
   // Three cases: top triangle, middle rectangle, bottom triangle
@@ -227,46 +237,41 @@ static off_t casper_index(const int in0, const int in1, const int n)
     // middle rectangle
     cell_index = middle_rect_offset + (a1-nant_2)*(nant_2+1) + (nant_2-delta);
   }
-  //printf("%s: a0=%d, a1=%d, delta=%d, cell_index=%d\n", __FUNCTION__, a0, a1, delta, cell_index);
-  // Pol offset
-  const int pol_offset = 2*(2*(p0^p1) + p0);
-  // Word index (in units of words (i.e. floats) of real component
-  const int index = (cell_index * num_words_per_cell) + pol_offset;
-  return index;
-}
 
-// For each channel, a casper ordered buffer contains four complex values for
-// each pair of input pairs.  Thus, the number of complex values in a casper
-// ordered buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
-#define N_CASPER_COMPLEX_PER_CHAN (N_INPUTS * (N_INPUTS/2 + 1))
+  return cell_index;
+}
+  
+// Redefine casper ordering to place channels next to each other (since 
+// buffers are packetized this way. Thus, the number of complex values 
+// per baselines are: 4 stokes * N_CHAN_PER_X 
+// Total buffersize: 4 * N_CHAN_PER_X * (N/2 * (N/2 + 1)) / 2
+#define N_CASPER_COMPLEX_PER_BASELINE  (N_STOKES * N_CHAN_PER_X)
 
-// Lookup table mapping casper_idx to regtile_idx
-static off_t *idx_map;
+// Lookup table mapping baseline_idx to regtile_idx
+static off_t *regtile_idx_map;
 
 static int init_idx_map()
 {
-  int a0, a1, p0, p1, i, j;
-  idx_map = malloc(N_CASPER_COMPLEX_PER_CHAN * sizeof(off_t));
-  if(!idx_map) {
+  int a0, a1;
+  regtile_idx_map = (off_t *)malloc(N_BASELINES * sizeof(off_t));
+  if(!regtile_idx_map) {
     return -1;
   }
 
-  for(a1=0; a1<N_INPUTS/2; a1++) {
-    for(a0=0; a0<=a1; a0++) {
-      for(p0=0; p0<2; p0++) {
-        for(p1=0; p1<2; p1++) {
-          i = 2*a0 + p0;
-          j = 2*a1 + p1;
-          idx_map[casper_index(i,j,N_INPUTS)/2] = regtile_index(i,j);
-        }
-      }
+  fprintf(stderr,"Number of inputs: %d\n",N_INPUTS);
+
+  for(a0=0; a0<N_INPUTS/2; a0++) {
+    for(a1 = a0; a1<N_INPUTS/2; a1++) {
+      //fprintf(stderr, "(%d,%d) Baseline idx: %d Regtile index:%lld \n",
+      //        a0,a1,baseline_index(2*a0, 2*a1, N_INPUTS), regtile_index(2*a0, 2*a1));
+      regtile_idx_map[baseline_index(2*a0, 2*a1, N_INPUTS)] = regtile_index(2*a0, 2*a1);
     }
   }
   return 0;
 }
 
 static int init(struct hashpipe_thread_args *args)
-{
+{   
     // Get sizing parameters
     xgpuInfo(&xgpu_info);
     bytes_per_dump = xgpu_info.triLength * sizeof(Complex);
@@ -277,50 +282,124 @@ static int init(struct hashpipe_thread_args *args)
       return -1;
     }
 
+    fprintf(stderr,"I have an index map now!\n");
+
     // Success!
     return 0;
 }
 
+static int init_buffer(hera_bda_buf_t *bdabuf)
+{   
+   // Load baseline averaging params from config file
+   FILE *fp;  
+   int j, bin, a0, a1, inttime;
+   unsigned long ctr[N_BDA_BINS] = {0,0,0,0,0};
+   hera_int_bin_buf_t *intbuf;
+
+   // count baselines in each bin   
+   if((fp=fopen("bda_config.txt","r")) == NULL){
+      printf("Cannot open the configuration file.\n");
+      exit(1);
+   }
+   while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
+      if((inttime == 0) || !CHECK_PWR2(inttime)){
+        printf("(%d,%d): Samples to integrate not power of 2!\n",a0,a1);
+        exit(1);
+      }
+      bdabuf->baselines_per_bin[LOG(inttime)]++;
+   }
+
+   // Include autos for the no-integration baselines
+   bdabuf->baselines_per_bin[0] += N_ANTS;
+
+   // malloc for storing ant pairs
+   for(j=0; j<N_BDA_BINS; j++){
+     bdabuf->ant_pair_0[j] = (int *)malloc(bdabuf->baselines_per_bin[j]*sizeof(int));
+     bdabuf->ant_pair_1[j] = (int *)malloc(bdabuf->baselines_per_bin[j]*sizeof(int));
+   }
+   // re-read ant pairs for each integration bin
+   rewind(fp);
+   while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
+     bin = LOG(inttime);
+     bdabuf->ant_pair_0[bin][ctr[bin]] = a0;
+     bdabuf->ant_pair_1[bin][ctr[bin]++] = a1; 
+   }
+   fclose(fp);
+
+   // Include the autos
+   for(a0=0;a0<N_ANTS;a0++){
+     bdabuf->ant_pair_0[0][ctr[0]] = a0;
+     bdabuf->ant_pair_1[0][ctr[0]++] = a0;
+   }
+
+   // Initialise header and malloc for data
+   bdabuf->send[0] = 1;
+   bdabuf->buf->data = NULL;
+   bdabuf->buf->header.datsize = 0;
+
+   for(j=1; j<N_BDA_BINS; j++){
+     //fprintf(stderr,"Bin: %d Baselines: %ld\n", j, bdabuf->baselines_per_bin[j]);
+     bdabuf->send[j] = 0;
+     intbuf = bdabuf->buf+j;
+     intbuf->header.sam    = 0;
+     intbuf->header.totsam = pow(2,j);
+     intbuf->header.datsize = bdabuf->baselines_per_bin[j]*N_COMPLEX_PER_BASELINE*2*sizeof(uint32_t);
+     fprintf(stderr,"Init: Size of Buf: %d is %llu\n",j,intbuf->header.datsize);
+     intbuf->data = malloc(intbuf->header.datsize);     
+     if (!intbuf->data)
+       return -1;
+     memset(intbuf->data, 0, intbuf->header.datsize);
+   }
+return 1;
+}
+
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
 
 static void *run(hashpipe_thread_args_t * args)
 {
-    // Local aliases to shorten access to args fields
-    // Our input buffer happens to be a paper_ouput_databuf
-    paper_output_databuf_t *db = (paper_output_databuf_t *)args->ibuf;
-    hashpipe_status_t st = args->st;
-    const char * status_key = args->thread_desc->skey;
-
-    // Setup socket and message structures
-    int sockfd;
-    unsigned int xengine_id = 0;
-    struct timespec packet_delay = {
-      .tv_sec = 0,
-      .tv_nsec = PACKET_DELAY_NS
-    };
-
-    hashpipe_status_lock_safe(&st);
-    hgetu4(st.buf, "XID", &xengine_id); // No change if not found
-    hputu4(st.buf, "XID", xengine_id);
-    hputu4(st.buf, "OUTDUMPS", 0);
-    hashpipe_status_unlock_safe(&st);
-
-    pkt_t pkt;
-    pkt.hdr.xeng_id = XENG_ID(xengine_id);
-    pkt.hdr.payload_len = PAYLOAD_LEN(OUTPUT_BYTES_PER_PACKET);
-
-    // TODO Get catcher hostname and port from somewhere
+   // Local aliases to shorten access to args fields
+   // Our input buffer happens to be a paper_ouput_databuf
+   paper_output_databuf_t *db = (paper_output_databuf_t *)args->ibuf;
+   hashpipe_status_t st = args->st;
+   const char * status_key = args->thread_desc->skey;
+
+   // Initialize buffers to store averaged baselines
+   fprintf(stderr, "Initializing buffers..\n");
+   hera_bda_buf_t bdabuf;
+   init_buffer(&bdabuf); 
+
+   // Setup socket and message structures
+   int sockfd;
+   unsigned int xengine_id = 0;
+   struct timespec packet_delay = {
+     .tv_sec = 0,
+     .tv_nsec = PACKET_DELAY_NS
+   };
+
+   fprintf(stderr, "Created socket\n");
+
+   hashpipe_status_lock_safe(&st);
+   hgetu4(st.buf, "XID", &xengine_id); // No change if not found
+   hputu4(st.buf, "XID", xengine_id);
+   hputu4(st.buf, "OUTDUMPS", 0);
+   hashpipe_status_unlock_safe(&st);
+
+   pkt_t pkt;
+   pkt.hdr.xeng_id = XENG_ID(xengine_id);
+   pkt.hdr.payload_len = PAYLOAD_LEN(OUTPUT_BYTES_PER_PACKET);
+
+   // TODO Get catcher hostname and port from somewhere
 
 #define stringify2(x) #x
 #define stringify(x) stringify2(x)
 
-    // Open socket
-    sockfd = open_udp_socket("catcher", stringify(CATCHER_PORT));
-    if(sockfd == -1) {
-        hashpipe_error(__FUNCTION__, "error opening socket");
-        pthread_exit(NULL);
-    }
+   // Open socket
+   sockfd = open_udp_socket("localhost", stringify(CATCHER_PORT));
+   if(sockfd == -1) {
+       hashpipe_error(__FUNCTION__, "error opening socket");
+       pthread_exit(NULL);
+   }
 
 #ifdef TEST_INDEX_CALCS
     int i, j;
@@ -332,144 +411,223 @@ static void *run(hashpipe_thread_args_t * args)
     }
     for(i=0; i<32; i++) {
       for(j=i; j<32; j++) {
-        o = casper_index(2*i, 2*j, N_INPUTS);
-        fprintf(stdout, "%d, %d, %d\n", i, j, (int) o);
+        o = baseline_index(2*i, 2*j, N_INPUTS);
+        fprintf(stdout, "%d, %d, %d, %ld\n", i, j, (int) o, 
+                                    (long int)regtile_idx_map[o]);
       }
     }
 #endif
 
-    /* Main loop */
-    int rv;
-    int casper_chan, gpu_chan, sum_chan;
-    int baseline, pol;
-    unsigned int dumps = 0;
-    int block_idx = 0;
-    struct timespec start, stop;
-    struct timespec pkt_start, pkt_stop;
-    pktdata_t re, im;
-    while (run_threads()) {
-
-        hashpipe_status_lock_safe(&st);
-        hputs(st.buf, status_key, "waiting");
-        hashpipe_status_unlock_safe(&st);
-
-        // Wait for new block to be filled
-        while ((rv=paper_output_databuf_wait_filled(db, block_idx))
-                != HASHPIPE_OK) {
-            if (rv==HASHPIPE_TIMEOUT) {
-                hashpipe_status_lock_safe(&st);
-                hputs(st.buf, status_key, "blocked");
-                hashpipe_status_unlock_safe(&st);
-                continue;
-            } else {
-                hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
-                pthread_exit(NULL);
-                break;
-            }
-        }
-
-        clock_gettime(CLOCK_MONOTONIC, &start);
-
-        // Note processing status, current input block
-        hashpipe_status_lock_safe(&st);
-        hputs(st.buf, status_key, "processing");
-        hputi4(st.buf, "OUTBLKIN", block_idx);
-        hashpipe_status_unlock_safe(&st);
-
-        // Update header's timestamp for this dump.
-        pkt.hdr.timestamp = TIMESTAMP(db->block[block_idx].header.mcnt);
-        // Reset packet/byte counters to 0
-        pkt.hdr.offset = OFFSET(0);
-        uint32_t nbytes = 0;
-
-        // Unpack and convert in packet sized chunks
-        // output data in order: baseline x chan x stokes (slowest to fastest varying)
-        pktdata_t * pf_re  = db->block[block_idx].data;
-        pktdata_t * pf_im  = db->block[block_idx].data + xgpu_info.matLength;
-        pktdata_t * p_out = pkt.data;
-        clock_gettime(CLOCK_MONOTONIC, &pkt_start);
-        // Iterate over blocks of N_STOKES baselines. All stokes are sent in adjacent words
-        for(baseline=0; baseline<N_CASPER_COMPLEX_PER_CHAN; baseline+=N_STOKES) {
-          // Iterate over blocks of XENG_CHAN_SUM channels. An inner loop will sum these
-          for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan=casper_chan+XENG_CHAN_SUM) {
-            for(pol=0; pol<N_STOKES; pol++) {
-              // This used to de-interleave channels.  De-interleaving is no longer
-              // needed, but we choose to continue maintaining the distinction
-              // between casper_chan and gpu_chan.
-              gpu_chan = casper_chan;
-              off_t idx_regtile = idx_map[baseline + pol];
-              for(sum_chan=0; sum_chan<XENG_CHAN_SUM; sum_chan++) {
-                if (sum_chan == 0) {
-                  re = pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
-                  im = pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
-                } else {
-                  re += pf_re[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile];
-                  im += pf_im[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile];
-                }
-              }
-              *p_out++ = CONVERT(re);
-              *p_out++ = CONVERT(-im); // Conjugate to match downstream expectations.
-              nbytes += 2*sizeof(pktdata_t);
-              if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
-                int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0);
-                if(bytes_sent == -1) {
-                  // Send all packets even if cactcher is not listening (i.e. we
-                  // we get a connection refused error), but abort sending this
-                  // dump if we get any other error.
-                  if(errno != ECONNREFUSED) {
-                    perror("send");
-                    // Update stats
-                    hashpipe_status_lock_safe(&st);
-                    hgetu4(st.buf, "OUTDUMPS", &dumps);
-                    hputu4(st.buf, "OUTDUMPS", ++dumps);
-                    hputr4(st.buf, "OUTSECS", 0.0);
-                    hputr4(st.buf, "OUTMBPS", 0.0);
-                    hashpipe_status_unlock_safe(&st);
-                    // Break out of both for loops
-                    goto done_sending;
-                  }
-                } else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
-                  printf("only sent %d of %lu bytes!!!\n", bytes_sent, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
-                }
-
-                // Delay to prevent overflowing network TX queue
-                clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
-                packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
-                if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000) {
-                  nanosleep(&packet_delay, NULL);
-                }
-
-                // Setup for next packet
-                p_out = pkt.data;
-                pkt_start = pkt_stop;
-                // Update header's byte_offset for this chunk
-                pkt.hdr.offset = OFFSET(nbytes);
-              }
-            }
-          }
-        }
-
-        clock_gettime(CLOCK_MONOTONIC, &stop);
-
-        hashpipe_status_lock_safe(&st);
-        hgetu4(st.buf, "OUTDUMPS", &dumps);
-        hputu4(st.buf, "OUTDUMPS", ++dumps);
-        hputu4(st.buf, "OUTBYTES", nbytes);
-        hputr4(st.buf, "OUTSECS", (float)ELAPSED_NS(start,stop)/1e9);
-        hputr4(st.buf, "OUTMBPS", (1e3*8*nbytes)/ELAPSED_NS(start,stop));
-        hashpipe_status_unlock_safe(&st);
+   /* Main loop */
+   int rv;
+   int casper_chan, gpu_chan;
+   unsigned long bl;
+   int j,pol;
+   unsigned int dumps = 0;
+   int block_idx = 0;
+   struct timespec start, stop;
+   struct timespec pkt_start, pkt_stop;
+   pktdata_t re, im;    //pktdata_t is 32bits
+   uint32_t nbytes = 0;
+   int offset = 0;
+   unsigned long long datoffset = 0;
+   int ant0, ant1;
+   unsigned long long idx_baseline; 
+   off_t idx_regtile;
+   hera_int_bin_buf_t *intbuf;
+
+   fprintf(stderr, "Starting main loop...\n");
+
+   /* Test statements */
+   fprintf(stderr,"Total number of bins: %d\n",N_BDA_BINS);
+   for(j=1; j<N_BDA_BINS; j++){
+     fprintf(stderr,"Bin:%d\n",j);
+     intbuf = &(bdabuf.buf[j-1]);
+     fprintf(stderr,"Integration Bin: %d Datsize: %llu\n",j,intbuf->header.datsize);
+   }
+   fprintf(stdout, "Size of packet header: %ld\n",sizeof(pkt.hdr));
+   fprintf(stdout, "Size of matrix: %lld\n", xgpu_info.matLength);
+   fprintf(stdout, "Channels per X-eng: %d\n", N_CHAN_PER_X);
+
+   while (run_threads()) {
+
+     hashpipe_status_lock_safe(&st);
+     hputs(st.buf, status_key, "waiting");
+     hashpipe_status_unlock_safe(&st);
+
+     // Wait for new block to be filled
+     while ((rv=paper_output_databuf_wait_filled(db, block_idx))
+           != HASHPIPE_OK) {
+       if (rv==HASHPIPE_TIMEOUT) {
+           hashpipe_status_lock_safe(&st);
+           hputs(st.buf, status_key, "blocked");
+           hashpipe_status_unlock_safe(&st);
+           continue;
+       } else {
+           hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
+           pthread_exit(NULL);
+           break;
+       }
+     }
+
+     clock_gettime(CLOCK_MONOTONIC, &start);
+
+     // Note processing status, current input block
+     hashpipe_status_lock_safe(&st);
+     hputs(st.buf, status_key, "processing");
+     hputi4(st.buf, "OUTBLKIN", block_idx);
+     hashpipe_status_unlock_safe(&st);
+     
+     // Unpack and convert in packet sized chunks
+     // output data in order: baseline x chan x stokes (slowest to fastest varying)
+     pktdata_t *pf_re  = db->block[block_idx].data;
+     pktdata_t *pf_im  = db->block[block_idx].data + xgpu_info.matLength;
+     pktdata_t *p_out = pkt.data;
+
+     /* ------------------------------------------------ */
+     /* Loop through baselines and add/send the packets  */
+     /* ------------------------------------------------ */
+
+     for(j=0; j<N_BDA_BINS; j++){ //intbuf loop
+       intbuf = &(bdabuf.buf[j]);
+       intbuf->header.mcnt = db->block[block_idx].header.mcnt;
+
+       if (bdabuf.send[j]){
+         fprintf(stderr,"Bin: %d: Send\n",j);
+         pkt.hdr.timestamp = TIMESTAMP(intbuf->header.mcnt);
+         offset = 0; nbytes = 0;
+         p_out = pkt.data; 
+         clock_gettime(CLOCK_MONOTONIC, &pkt_start);
+ 
+         for(bl=0; bl<bdabuf.baselines_per_bin[j]; bl++){
+           ant0 = bdabuf.ant_pair_0[j][bl];
+           ant1 = bdabuf.ant_pair_1[j][bl];
+           idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS); 
+           idx_regtile = regtile_idx_map[idx_baseline];
+           //idx_regtile = regtile_index(2*ant0, 2*ant1);
+           pkt.hdr.offset = OFFSET(0);
+           offset = 0;
+           pkt.hdr.baseline_id = BASELINE_ID(idx_baseline);
+           
+           for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
+             // This used to de-interleave channels.  De-interleaving is no longer
+             // needed, but we choose to continue maintaining the distinction
+             // between casper_chan and gpu_chan.
+             gpu_chan = casper_chan;
+
+             for(pol=0; pol<N_STOKES; pol++){
+               re = pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile+pol];
+               im = pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile+pol];
+               if (j==0){  
+                 *p_out++ = CONVERT(re);
+                 *p_out++ = CONVERT(-im);
+               }else{ 
+                 datoffset = hera_int_bin_buf_data_idx(bl, gpu_chan, pol);
+                 *p_out++ = CONVERT(intbuf->data[datoffset] + re);
+                 *p_out++ = CONVERT(intbuf->data[datoffset+1] -im);
+               }
+               nbytes += 2*sizeof(pktdata_t);
+               
+               if(nbytes%OUTPUT_BYTES_PER_PACKET == 0){
+                 int bytes_sent = send(sockfd, &pkt, 
+                                       sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0); 
+
+                 if(bytes_sent == -1){
+                   // Send all packets even if catcher is not listening (i.e. we
+                   // we get a connection refused error), but abort sending this
+                   // dump if we get any other error.
+                   if(errno != ECONNREFUSED){
+                     perror("send");
+                     // Update stats
+                     hashpipe_status_lock_safe(&st);
+                     hgetu4(st.buf, "OUTDUMPS", &dumps);
+                     hputu4(st.buf, "OUTDUMPS", ++dumps);
+                     hputr4(st.buf, "OUTSECS", 0.0);
+                     hputr4(st.buf, "OUTMBPS", 0.0);
+                     hashpipe_status_unlock_safe(&st);
+                     // Break out of both for loops
+                     goto done_sending;
+                   }
+                 }else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
+                   printf("only sent %d of %lu bytes!!!\n", bytes_sent, 
+                           sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
+                 }
+
+                 // Delay to prevent overflowing network TX queue
+                 clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
+                 packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
+                 if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000){
+                   nanosleep(&packet_delay, NULL);
+                 }
+               
+                 // Setup for next packet
+                 p_out = pkt.data;
+                 pkt_start = pkt_stop;
+                 offset++;
+                 pkt.hdr.offset = OFFSET(offset);
+               } // done sending
+             } // pol
+           } // chan
+         } // baseline
+         
+         if(j!=0) bdabuf.send[j] = 0; 
+         intbuf->header.sam = 0;
+         memset(intbuf->data, 0, intbuf->header.datsize);
+          
+       }else{
+         fprintf(stderr,"Bin: %d: Copy\n",j);
+         for(bl=0; bl<bdabuf.baselines_per_bin[j]; bl++){
+           ant0 = bdabuf.ant_pair_0[j][bl]; 
+           ant1 = bdabuf.ant_pair_1[j][bl];
+           //fprintf(stderr,"Integration Bin: %d: Baseline Num: %ld  Ants:(%d,%d) \n",j,bl,ant0,ant1);
+           idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS); 
+           idx_regtile = regtile_idx_map[idx_baseline];
+           //fprintf(stderr,"Integration Bin: %d: baseline_idx: %lld regtile_idx:%lld\n", 
+           //                                  j, idx_baseline, idx_regtile);          
+           //fprintf(stderr, "Integration Bin: %d: Data Offset: %lld Dat Size:%lld\n",
+           //                                  j,datoffset,intbuf->header.datsize);
+ 
+           for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
+             //fprintf(stderr, "Integration: %d: Chan: %d\n", j, casper_chan);
+             gpu_chan = casper_chan;
+             for(pol=0; pol<N_STOKES; pol++){
+               re = pf_re[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
+               im = pf_im[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
+               datoffset = hera_int_bin_buf_data_idx(bl, gpu_chan, pol);
+               intbuf->data[datoffset] += re;
+               intbuf->data[datoffset+1] += -im;
+             }
+           }
+         } fprintf(stderr,"Baselines processed: %ld Total baselines: %ld\n", 
+                   bl,bdabuf.baselines_per_bin[j]);
+ 
+        intbuf->header.sam += 1;
+        if ((intbuf->header.sam+1) == intbuf->header.totsam)
+          bdabuf.send[j] = 1;
+       }
+     }// end intbuf loop
+
+     clock_gettime(CLOCK_MONOTONIC, &stop);
+
+     hashpipe_status_lock_safe(&st);
+     hgetu4(st.buf, "OUTDUMPS", &dumps);
+     hputu4(st.buf, "OUTDUMPS", ++dumps);
+     hputu4(st.buf, "OUTBYTES", nbytes);
+     hputr4(st.buf, "OUTSECS", (float)ELAPSED_NS(start,stop)/1e9);
+     hputr4(st.buf, "OUTMBPS", (1e3*8*nbytes)/ELAPSED_NS(start,stop));
+     hashpipe_status_unlock_safe(&st);
 
 done_sending:
 
-        // Mark block as free
-        paper_output_databuf_set_free(db, block_idx);
+     // Mark block as free
+     paper_output_databuf_set_free(db, block_idx);
 
-        // Setup for next block
-        block_idx = (block_idx + 1) % db->header.n_block;
+     // Setup for next block
+     block_idx = (block_idx + 1) % db->header.n_block;
 
-        /* Will exit if thread has been cancelled */
-        pthread_testcancel();
-    }
+     /* Will exit if thread has been cancelled */
+     pthread_testcancel();
+  }
 
     // Thread success!
     return NULL;
@@ -488,3 +646,82 @@ static __attribute__((constructor)) void ctor()
 {
   register_hashpipe_thread(&gpu_output_thread);
 }
+
+//     /* ---------------------------------------------------- */
+//     /* Loop through 1-sample baselines and send the packets */
+//     /* ---------------------------------------------------- */
+//       
+//     fprintf(stderr, "Processing 1-sample baselines\n");
+//
+//     // Update header's timestamp for this dump.
+//     pkt.hdr.timestamp = TIMESTAMP(db->block[block_idx].header.mcnt);
+//     pkt.hdr.offset = OFFSET(0);
+//     clock_gettime(CLOCK_MONOTONIC, &pkt_start);
+//
+//     // All stokes are sent in adjacent words
+//     for(bl=0; bl < bdabuf.baselines_per_bin[0]; bl++){
+//       ant0 = bdabuf.ant_pair_0[0][bl];
+//       ant1 = bdabuf.ant_pair_1[0][bl];
+//       idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS);
+//       idx_regtile = regtile_idx_map[idx_baseline];
+//       //idx_regtile = regtile_index(2*ant0, 2*ant1);
+//       pkt.hdr.baseline_id = BASELINE_ID(idx_baseline);
+//       offset = 0;
+//       pkt.hdr.offset = OFFSET(0);
+//
+//       for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
+//         // This used to de-interleave channels.  De-interleaving is no longer
+//         // needed, but we choose to continue maintaining the distinction
+//         // between casper_chan and gpu_chan.
+//         gpu_chan = casper_chan;
+//
+//         for(pol=0; pol<N_STOKES; pol++){
+//           re = pf_re[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
+//           im = pf_im[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
+//           *p_out++ = CONVERT(re);
+//           *p_out++ = CONVERT(-im); // Conjugate to match downstream expectations.
+//           nbytes += 2*sizeof(pktdata_t);
+//
+//           if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
+//             int bytes_sent = send(sockfd, &pkt, 
+//                                   sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0); 
+//
+//             if(bytes_sent == -1){
+//               // Send all packets even if catcher is not listening (i.e. we
+//               // we get a connection refused error), but abort sending this
+//               // dump if we get any other error.
+//               if(errno != ECONNREFUSED){
+//                 perror("send");
+//                 // Update stats
+//                 hashpipe_status_lock_safe(&st);
+//                 hgetu4(st.buf, "OUTDUMPS", &dumps);
+//                 hputu4(st.buf, "OUTDUMPS", ++dumps);
+//                 hputr4(st.buf, "OUTSECS", 0.0);
+//                 hputr4(st.buf, "OUTMBPS", 0.0);
+//                 hashpipe_status_unlock_safe(&st);
+//                 // Break out of both for loops
+//                 goto done_sending;
+//               }
+//             }else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
+//               printf("only sent %d of %lu bytes!!!\n", bytes_sent, 
+//                       sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
+//             }
+//
+//             // Delay to prevent overflowing network TX queue
+//             clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
+//             packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
+//             if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000){
+//               nanosleep(&packet_delay, NULL);
+//             }
+//
+//             // Setup for next packet
+//             p_out = pkt.data;
+//             pkt_start = pkt_stop;
+//             offset++;
+//             pkt.hdr.offset = OFFSET(offset);
+//           } // done sending
+//         } // pol loop
+//       } // chan loop
+//     } // baseline loop
+
+
diff --git a/src/hera_hdf5.h b/src/hera_hdf5.h
index c618cf7e..5af9fcdd 100644
--- a/src/hera_hdf5.h
+++ b/src/hera_hdf5.h
@@ -3,8 +3,6 @@
 
 #include "paper_databuf.h"
 
-#define N_BASELINES ((N_ANTS * (N_ANTS + 1)) / 2)
-
 // HERA HDF5 header fields, based on PLP's sample file
 // Comment descriptions are guesses
 typedef struct hdf5_extra_keywords {
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 36d81b90..5f3f4f57 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -267,23 +267,40 @@ typedef struct paper_output_databuf {
  * BASELINE DEPENDENT AVERAGING STRUCTURES
  */
 
-typedef struct hera_bda_output_header{
+#define N_BASELINES               (N_ANTS * (N_ANTS + 1)/2)
+#define N_CROSSPRODS              (N_ANTS * (N_ANTS - 1)/2)
+#define N_COMPLEX_PER_BASELINE    (N_STOKES * N_CHAN_PER_X)
+#define N_BDA_BINS                       5        
+
+// integration bin indexing
+#define hera_int_bin_buf_data_idx(b, c, p) \
+  ((((b) * N_CHAN_PER_X * N_STOKES) + ((c) * N_STOKES) + (p)) * 2)
+
+
+typedef struct hera_bda_header{
   uint64_t mcnt;            // mcnt of the first time sample in the data
-  char send;                // 0 - don't packetize, 1 - ready for sending
-  uint8_t size;             // size of buffer (from config file)
-  uint8_t fcount;           // number of time samples to be added (from config file)
-} hera_bda_output_header_t;
+  int sam;
+  int totsam;           // number of time samples to be added (from config file)
+  unsigned long long datsize;             // size of buffer (from no. baselines)
+} hera_bda_header_t;
 
-typedef uint8_t hera_bda_output_header_cache_alignment[
-  CACHE_ALIGNMENT - (sizeof(hera_bda_output_header_t)%CACHE_ALIGNMENT)
+typedef uint8_t hera_bda_header_cache_alignment[
+  CACHE_ALIGNMENT - (sizeof(hera_bda_header_t)%CACHE_ALIGNMENT)
 ];
 
-typedef struct hera_bda_output_buffer{
-  hera_bda_output_header_t header;
-  hera_bda_output_header_cache_alignment padding;
-  uint64_t *data;
-} hera_bda_output_buffer_t ;
-
+typedef struct hera_int_bin_buf{
+  hera_bda_header_t header;
+  hera_bda_header_cache_alignment padding;
+  uint32_t *data;
+} hera_int_bin_buf_t;
+
+typedef struct hera_bda_buf{
+  int *ant_pair_0[N_BDA_BINS];
+  int *ant_pair_1[N_BDA_BINS];
+  unsigned long int baselines_per_bin[N_BDA_BINS];
+  char send[N_BDA_BINS];                          // 0 - don't packetize, 1 - ready for sending
+  hera_int_bin_buf_t buf[N_BDA_BINS];
+} hera_bda_buf_t;
 
 /*
  * CATCHER BUFFER STRUCTURES

From bb829e08775672faf7ca54292cdb025ed6f07048 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 6 Mar 2019 10:56:56 -0800
Subject: [PATCH 168/420] fake config file

---
 src/bda_config.txt | 61075 +++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 61075 insertions(+)
 create mode 100644 src/bda_config.txt

diff --git a/src/bda_config.txt b/src/bda_config.txt
new file mode 100644
index 00000000..54ecb435
--- /dev/null
+++ b/src/bda_config.txt
@@ -0,0 +1,61075 @@
+  0	  1	 1
+  0	  2	 1
+  0	  3	 1
+  0	  4	 1
+  0	  5	 1
+  0	  6	 1
+  0	  7	 1
+  0	  8	 1
+  0	  9	 1
+  0	 10	 1
+  0	 11	 1
+  0	 12	 1
+  0	 13	 1
+  0	 14	 1
+  0	 15	 1
+  0	 16	 1
+  0	 17	 1
+  0	 18	 1
+  0	 19	 1
+  0	 20	 1
+  0	 21	 1
+  0	 22	 1
+  0	 23	 1
+  0	 24	 1
+  0	 25	 1
+  0	 26	 1
+  0	 27	 1
+  0	 28	 1
+  0	 29	 1
+  0	 30	 1
+  0	 31	 1
+  0	 32	 1
+  0	 33	 1
+  0	 34	 1
+  0	 35	 1
+  0	 36	 2
+  0	 37	 2
+  0	 38	 2
+  0	 39	 2
+  0	 40	 2
+  0	 41	 2
+  0	 42	 2
+  0	 43	 2
+  0	 44	 2
+  0	 45	 2
+  0	 46	 2
+  0	 47	 2
+  0	 48	 2
+  0	 49	 2
+  0	 50	 2
+  0	 51	 2
+  0	 52	 2
+  0	 53	 2
+  0	 54	 2
+  0	 55	 2
+  0	 56	 2
+  0	 57	 2
+  0	 58	 2
+  0	 59	 2
+  0	 60	 2
+  0	 61	 2
+  0	 62	 2
+  0	 63	 2
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+  0	 68	 2
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+  0	 72	 2
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+  0	 90	 2
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+  0	 92	 2
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+  0	 94	 2
+  0	 95	 2
+  0	 96	 2
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+  0	 98	 2
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+  0	103	 2
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+  0	275	 2
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+  0	278	 2
+  0	279	 2
+  0	280	 2
+  0	281	 2
+  0	282	 2
+  0	283	 2
+  0	284	 2
+  0	285	 2
+  0	286	 2
+  0	287	 2
+  0	288	 2
+  0	289	 2
+  0	290	 2
+  0	291	 2
+  0	292	 2
+  0	293	 2
+  0	294	 2
+  0	295	 2
+  0	296	 2
+  0	297	 2
+  0	298	 2
+  0	299	 2
+  0	300	 2
+  0	301	 2
+  0	302	 2
+  0	303	 2
+  0	304	 2
+  0	305	 2
+  0	306	 2
+  0	307	 2
+  0	308	 2
+  0	309	 2
+  0	310	 2
+  0	311	 2
+  0	312	 2
+  0	313	 2
+  0	314	 2
+  0	315	 2
+  0	316	 2
+  0	317	 2
+  0	318	 2
+  0	319	 2
+  0	320	 2
+  0	321	 2
+  0	322	 2
+  0	323	 2
+  0	324	 2
+  0	325	 2
+  0	326	 2
+  0	327	 2
+  0	328	 2
+  0	329	 2
+  0	330	 2
+  0	331	 2
+  0	332	 2
+  0	333	 2
+  0	334	 2
+  0	335	 2
+  0	336	 2
+  0	337	 2
+  0	338	 2
+  0	339	 2
+  0	340	 2
+  0	341	 2
+  0	342	 2
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From 0e1c642ea9ee2903bfeda21b4d1e093bbc9454a0 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 6 Mar 2019 10:57:55 -0800
Subject: [PATCH 169/420] check packets-to-catcher format and contents

---
 src/hera_gpu_bda_thread.c            | 219 ---------------------------
 src/scripts/check_catcher_capture.py |  83 ++++++++++
 2 files changed, 83 insertions(+), 219 deletions(-)
 delete mode 100644 src/hera_gpu_bda_thread.c
 create mode 100644 src/scripts/check_catcher_capture.py

diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
deleted file mode 100644
index 8440687d..00000000
--- a/src/hera_gpu_bda_thread.c
+++ /dev/null
@@ -1,219 +0,0 @@
-/* Takes the output from the GPU and 
- * averages over time for the shorter 
- * baselines according to a config file.
- * Output is stored in CASPER ordered 
- * shared memory segments.
- */
-
-#include <stdio.h>
-#include <stdlib.h>
-#include <math.h>
-#include <unistd.h>
-#include <string.h>
-#include <pthread.h>
-#include <sys/time.h>
-#include <sys/resource.h>
-#include <sys/types.h>
-#include <errno.h>
-#include <endian.h>
-
-#include <xgpu.h>
-
-#include "hashpipe.h"
-#include "paper_databuf.h"
-
-#define LOG(x)           ((int)(log((x))/log(2))) // yields msb loc
-#define CHECK_PWR2(x)    (!((x)&((x)-1)))
-
-typedef struct BDA_params {
-  int intbin_cntr[5];  // No. of baselines in each bin
-  int *ant_pair_0[5];  // Ant0 of pair
-  int *ant_pair_1[5];  // Ant1 of pair
-} BDA_params_t; 
-
-BDA_params_t bdaparams;
-static XGPUInfo xgpu_info;
-
-// Computes the triangular index of an (i,j) pair as shown here...
-// NB: Output is valid only if i >= j.
-//
-//      i=0  1  2  3  4..
-//     +---------------
-// j=0 | 00 01 03 06 10
-//   1 |    02 04 07 11
-//   2 |       05 08 12
-//   3 |          09 13
-//   4 |             14
-//   :
-static inline off_t tri_index(const int i, const int j)
-{
-  return (i * (i+1))/2 + j;
-}
-
-// regtile_chan_length is the number of complex cross products per channel for
-// the xGPU register tile order correlator output format with N_INPUTS.
-// NB: N_INPUTS = N_STATION * N_POL
-#define REGTILE_CHAN_LENGTH (4 * 4 * N_INPUTS/4 * (N_INPUTS/4+1) / 2)
-static inline size_t regtile_chan_length()
-{
-  // Four cross products for each quadrant of 4 input x 4 input tile
-  return REGTILE_CHAN_LENGTH;
-}
-
-// Returns index into the GPU's register tile ordered output buffer for the
-// real component of the cross product of inputs in0 and in1.  Note that in0
-// and in1 are input indexes (i.e. 0 based) and often represent antenna and
-// polarization by passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx
-// and pol_idx are also 0 based).  Return value is valid if in1 >= in0.  The
-// corresponding imaginary component is located xgpu_info.matLength words after
-// the real component.
-static off_t regtile_index(const int in0, const int in1)
-{
-  const int a0 = in0 >> 1;
-  const int a1 = in1 >> 1;
-  const int p0 = in0 & 1;
-  const int p1 = in1 & 1;
-  const int num_words_per_cell = 4;
-
-  // Index within a quadrant
-  const int quadrant_index = tri_index(a1/2, a0/2);
-  // Quadrant for this input pair
-  const int quadrant = 2*(a0&1) + (a1&1);
-  // Size of quadrant
-  const int quadrant_size = (xgpu_info.nstation/2 + 1) * xgpu_info.nstation/4;
-  // Index of cell (in units of cells)
-  const int cell_index = quadrant*quadrant_size + quadrant_index;
-  //printf("%s: in0=%d, in1=%d, a0=%d, a1=%d, cell_index=%d\n", __FUNCTION__, in0, in1, a0, a1, cell_index);
-  // Pol offset
-  const int pol_offset = 2*p1 + p0;
-  // Word index (in units of words (i.e. floats) of real component
-  const int index = (cell_index * num_words_per_cell) + pol_offset;
-  return index;
-}
-
-// Returns index into a CASPER ordered buffer for the real component of the
-// cross product of inputs in0 and in1.  Note that in0 and in1 are input
-// indexes (i.e. 0 based) and often represent antenna and polarization by
-// passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx ad pol_idx are
-// also 0 based).  Return value is valid if in1 >= in0.  The corresponding
-// imaginary component is located in the word immediately following the real
-// component.  A casper ordered buffer consists of four complex values for each
-// pair of input pairs.  Thus, the number of complex values in a casper ordered
-// buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
-static off_t casper_index(const int in0, const int in1, const int n)
-{
-  const int a0 = in0 >> 1;
-  const int a1 = in1 >> 1;
-  const int p0 = in0 & 1;
-  const int p1 = in1 & 1;
-  const int delta = a1-a0;
-  const int num_words_per_cell = 8;
-  const int nant_2 = (n/2) / 2;
-
-  // Three cases: top triangle, middle rectangle, bottom triangle
-  const int triangle_size = ((nant_2 + 1) * nant_2)/2;
-  const int middle_rect_offset = triangle_size;
-  const int last_cell_offset = 4*middle_rect_offset - nant_2 - 1;
-  int cell_index;
-
-  if(delta > nant_2) {
-    // bottom triangle
-    cell_index = last_cell_offset - tri_index(nant_2-2-a0, (n/2)-1-a1);
-  } else if (a1 < (n/2)/2) {
-    // top triangle
-    cell_index = tri_index(a1, a0);
-  } else {
-    // middle rectangle
-    cell_index = middle_rect_offset + (a1-nant_2)*(nant_2+1) + (nant_2-delta);
-  }
-  //printf("%s: a0=%d, a1=%d, delta=%d, cell_index=%d\n", __FUNCTION__, a0, a1, delta, cell_index);
-  // Pol offset
-  const int pol_offset = 2*(2*(p0^p1) + p0);
-  // Word index (in units of words (i.e. floats) of real component
-  const int index = (cell_index * num_words_per_cell) + pol_offset;
-  return index;
-}
-
-// For each channel, a casper ordered buffer contains four complex values for
-// each pair of input pairs.  Thus, the number of complex values in a casper
-// ordered buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
-#define N_CASPER_COMPLEX_PER_CHAN (N_INPUTS * (N_INPUTS/2 + 1))
-
-// Lookup table mapping casper_idx to regtile_idx
-static off_t *idx_map;
-
-static int init_idx_map()
-{
-  int a0, a1, p0, p1, i, j;
-  idx_map = malloc(N_CASPER_COMPLEX_PER_CHAN * sizeof(off_t));
-  if(!idx_map) {
-    return -1;
-  }
-
-  for(a1=0; a1<N_INPUTS/2; a1++) {
-    for(a0=0; a0<=a1; a0++) {
-      for(p0=0; p0<2; p0++) {
-        for(p1=0; p1<2; p1++) {
-          i = 2*a0 + p0;
-          j = 2*a1 + p1;
-          idx_map[casper_index(i,j,N_INPUTS)/2] = regtile_index(i,j);
-        }
-      }
-    }
-  }
-  return 0;
-}
-
-
-static int init(struct hashpipe_thread_args *args)
-{   
-    // Get sizing parameters
-    xgpuInfo(&xgpu_info);
-    bytes_per_dump = xgpu_info.triLength * sizeof(Complex);
-    packets_per_dump = bytes_per_dump / OUTPUT_BYTES_PER_PACKET;
-    printf("bytes_per_dump = %lu\n", bytes_per_dump);
-
-    if(init_idx_map()) {
-      return -1;
-    }
-
-    // Load baseline averaging params from config file
-    FILE *fp;  
-    int i,j, bin, a0, a1, inttime;
-    int cntr[5] = {0,0,0,0,0};
-    
-    if((fp=fopen("bda_config.txt","r")) == NULL){
-       printf("Cannot open the configuration file.\n");
-       exit(1);
-    }
-    while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
-       if((inttime == 0) || !CHECK_PWR2(inttime)){
-         printf("(%d,%d): Samples to integrate not power of 2!\n",a0,a1);
-         exit(1);
-       }
-       bda_params.intbin_cntr[LOG(inttime)]++;
-    }
-
-    // malloc for storing ant pairs
-    for(j=0; j<5; j++){
-      bda_params.ant_pair_0[j] = (int *)malloc(bda_params.intbin_cntr[j]*sizeof(int));
-      bda_params.ant_pair_1[j] = (int *)malloc(bda_params.intbin_cntr[j]*sizeof(int));
-    }
-    rewind(fp);
-    while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
-      bin = LOG(inttime);
-      bda_params.ant_pair_0[bin][ctr[bin]] = a0;
-      bda_params.ant_pair_1[bin][ctr[bin]++] = a1; 
-    }
-    fclose(fp);
-
-    // Malloc for integration buffers
-     
-
-    // Success!
-    return 0;
-}
-
-#define ELAPSED_NS(start,stop) \
-  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
-
diff --git a/src/scripts/check_catcher_capture.py b/src/scripts/check_catcher_capture.py
new file mode 100644
index 00000000..9ce4887f
--- /dev/null
+++ b/src/scripts/check_catcher_capture.py
@@ -0,0 +1,83 @@
+# BDA
+# Check packet structure and contents in test mode
+
+import numpy as np
+import struct
+import socket
+import argparse 
+
+parser = argparse.ArgumentParser(description='Test packet format and contents for BDA',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+
+parser.add_argument('--host', type=str, default="127.0.0.1",
+                     help='Host to capture data')
+parser.add_argument('-p', dest='port', type=int, default=10000,
+                     help='Host port to receive data')
+parser.add_argument('-n', dest='n_inputs', type=int, default=704,
+                     help='Nant*Npol that xGPU has been configured')
+parser.add_argument('-v', dest='verbose', action='store_true', default=False,
+                     help='Print some contents of each packet')
+parser.add_argument('-c', dest='check', action='store_true', default=False,
+                     help='Check the packet contents')
+
+args = parser.parse_args()
+
+def tri_index(i,j):
+    return (i* (i+1))/2 + j
+
+def baseline_index(n):
+   """ Generate a baseline pair to index map given
+       number of inputs 'n' """
+   nant_2 = (n/2) // 2
+   triangle_size = ((nant_2 + 1) * nant_2)/2
+   middle_rect_offset = triangle_size
+   last_cell_offset = 4 * middle_rect_offset - nant_2 - 1
+   
+   idx_map = {}
+   
+   for a0 in range(0, n/2, 1):
+      for a1 in range(a0, n/2, 1):
+          delta = a1-a0
+          if (delta > nant_2):
+              cell_index = last_cell_offset - tri_index(nant_2-2-a0, (n/2)-1-a1)
+          elif (a1 < nant_2):
+              cell_index = tri_index(a1,a0)
+          else:
+              cell_index = middle_rect_offset + (a1-nant_2)*(nant_2+1) + (nant_2-delta) 
+          idx_map[cell_index] = (a0,a1)
+   return idx_map
+
+def decode_packet(packet):
+   p = struct.unpack('>1Q2I2H1025i', packet)
+   time, baseline_id, offset, xeng_id, payload_len = p[0], p[1], p[2], p[3], p[4]
+   data = np.asarray(p[6:])
+   return time, baseline_id, offset, xeng_id, payload_len, data
+
+
+idx_map = baseline_index(args.n_inputs)
+
+sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+sock.bind((args.host, args.port))
+
+errors = 0
+packets = 0
+
+while True:
+    try:
+        pkt, addr = sock.recvfrom(4120) # buffer size is 1024 bytes
+        packets += 1
+        t,b,o,x,l,data = decode_packet(pkt)
+        if args.verbose:
+           print t, idx_map[b], o, data[:8], data[-8:]
+        if args.check:
+           if not (np.all(data[::2] == 1)):
+              print "Error! Real", idx_map[b], o, data[::2]
+              errors += 1
+           if not (np.all(data[1::2] == -2)):
+              print "Error! Imag", idx_map[b], o, data[1::2]
+              errors += 1
+    except(KeyboardInterrupt):
+       print("")
+       print("Total number of packets captured: %d"%packets)
+       print("Total number of errors: %d"%errors)
+       break

From 0d58a2dcf689643f04e1768214d11f486f08f466 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 11 Mar 2019 18:54:17 +0000
Subject: [PATCH 170/420] Convert all np.arrays in cminfo to lists

This allows them to be JSON serialized. It's not enough
to just convert antenna positions because this script
also adds the new array antenna_positions_enu, which
is used for u,v,w calculations by the catcher.
---
 src/scripts/hera_make_hdf5_template.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 00b89165..11cc97b4 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -239,9 +239,11 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
     extras = obj.create_group("extra_keywords")
     if cminfo is not None:
         extras.create_dataset("cmver", data=np.string_(cminfo["cm_version"]))
-        # we need to convert antenna_positions to a list for json to play nicely
+        # Convert any numpy arrays to lists so they can be JSON encoded
         cminfo_copy = copy.deepcopy(cminfo)
-        cminfo_copy["antenna_positions"] = cminfo_copy["antenna_positions"].tolist()
+        for key in cminfo_copy.keys():
+            if isinstance(cminfo_copy[key], np.ndarray):
+                cminfo_copy[key] = cminfo_copy[key].tolist()
         extras.create_dataset("cminfo", data=np.string_(json.dumps(cminfo_copy)))
         del(cminfo_copy)
     else:

From 59d6a85e91256a072bae8af5e5c697004e24b43e Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 13 Mar 2019 17:11:24 -0700
Subject: [PATCH 171/420] catcher end of bda v2

---
 src/Makefile.am                      |  28 +-
 src/hera_catcher_net_thread_bda_v2.c | 583 +++++++++++++++++++++++++++
 src/paper_databuf.c                  |   6 +-
 src/paper_databuf.h                  |  75 ++--
 src/scripts/check_catcher_capture.py |  13 +-
 src/scripts/hera_fake_bda_output.py  |  81 ++++
 6 files changed, 740 insertions(+), 46 deletions(-)
 create mode 100644 src/hera_catcher_net_thread_bda_v2.c
 create mode 100644 src/scripts/hera_fake_bda_output.py

diff --git a/src/Makefile.am b/src/Makefile.am
index c1db68c7..5e5dfd0a 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -21,20 +21,20 @@ AM_CFLAGS = -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2 -march=native -f
 paper_databuf = paper_databuf.h \
 	            paper_databuf.c
 
-paper_threads = paper_fake_net_thread.c       \
-		        paper_gpu_cpu_output_thread.c \
-		        paper_gpu_output_thread.c     \
-		        paper_gpu_thread.c            \
-		        paper_fluff_thread.c          \
-		        hera_pktsock_thread.c         \
-                hera_fake_gpu_thread.c        \
-		        paper_crc_thread.c            \
-                hera_catcher_net_thread.c     \
-                hera_catcher_disk_thread.c    \
-                hera_gpu_output_thread.c      \
-                lzf/lzf_c.c                   \
-                lzf/lzf_d.c                   \
-                lzf_filter.c                  \
+paper_threads = paper_fake_net_thread.c          \
+		        paper_gpu_cpu_output_thread.c    \
+		        paper_gpu_output_thread.c        \
+		        paper_gpu_thread.c               \
+		        paper_fluff_thread.c             \
+		        hera_pktsock_thread.c            \
+                hera_fake_gpu_thread.c           \
+		        paper_crc_thread.c               \
+                hera_catcher_net_thread_bda_v2.c \
+                #hera_catcher_disk_thread.c    \
+                hera_gpu_output_thread.c         \
+                lzf/lzf_c.c                      \
+                lzf/lzf_d.c                      \
+                lzf_filter.c                     \
                 lzf_filter.h
 
 paper_fluff = paper_fluff.h \
diff --git a/src/hera_catcher_net_thread_bda_v2.c b/src/hera_catcher_net_thread_bda_v2.c
new file mode 100644
index 00000000..88d94eab
--- /dev/null
+++ b/src/hera_catcher_net_thread_bda_v2.c
@@ -0,0 +1,583 @@
+/* hera_catcher_net_thread.c
+ *
+ * Routine to read packets sent to the catcher from 
+ * network and put them into shared memory blocks. 
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <unistd.h>
+#include <stdint.h>
+#include <string.h>
+#include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <errno.h>
+
+#include <xgpu.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+
+
+#define DEBUG_NET
+
+#ifndef MIN
+#define MIN(a,b) ((a) < (b) ? (a) : (b))
+#endif
+
+#ifndef MAX
+#define MAX(a,b) ((a) > (b) ? (a) : (b))
+#endif
+
+#define PKTSOCK_BYTES_PER_FRAME       (4864)
+#define PKTSOCK_FRAMES_PER_BLOCK      (128)
+#define PKTSOCK_NBLOCKS               (5000)
+#define PKTSOCK_NFRAMES               (PKTSOCK_FRAMES_PER_BLOCK * PKTSOCK_NBLOCKS)
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+#define MAX_OUT_OF_SEQ_PKTS           (4096)
+
+typedef struct{
+    uint64_t mcnt;        // timestamp of the packet
+    uint32_t bcnt;        // unique id based on order of baselines sent to catcher
+    uint32_t offset;      // channel within one x-eng 
+    uint16_t ant0;
+    uint16_t ant1;
+    uint16_t xeng_id;	  // For time demux and starting channel 
+    uint16_t payload_len; // should be 4096
+} packet_header_t;
+
+// The fields of a block_info_t structure hold meta-data 
+// about the contents of each block
+typedef struct {
+    int initialized;
+    int block_curr;
+    int block_next;
+    long thresh;
+    long out_of_seq_cnt;
+    long block_packet_counter[CATCHER_N_BLOCKS];
+    char flags[CATCHER_N_BLOCKS][PACKETS_PER_BLOCK];
+    char baselines[CATCHER_N_BLOCKS][BASELINES_PER_BLOCK];
+} block_info_t;
+
+static hashpipe_status_t *st_p;
+static const char * status_key;
+
+// Get physical block number given the bcnt
+static inline int block_for_bcnt(uint64_t bcnt){
+    return (bcnt/BASELINES_PER_BLOCK) % CATCHER_N_BLOCKS;
+}
+
+// Initialize a block by clearing its "good data" flag and saving the 
+// bcnt of the first baseline in this block. The bcnt should be a multiple 
+// of BASELINES_PER_BLOCK.
+static inline void initialize_block(hera_catcher_input_databuf_t * hera_catcher_input_databuf_p, uint64_t bcnt){
+  int block_i = block_for_bcnt(bcnt);
+  hera_catcher_input_databuf_p->block[block_i].header.bcnt      = bcnt;
+  hera_catcher_input_databuf_p->block[block_i].header.good_data = 0;
+}
+
+/* Initialize block_info */
+// This function must be called once and only once per block_info structure!
+// Subsequent calls are no-ops.
+static inline void initialize_block_info(block_info_t * binfo){
+    int i;
+
+    // If this block_info structure has already been initialized
+    if(binfo->initialized) {
+	  return;
+    }
+
+    for(i = 0; i < CATCHER_N_BLOCKS; i++) {
+	  binfo->block_packet_counter[i] = 0;
+      memset(binfo->flags[i], 0, PACKETS_PER_BLOCK*sizeof(char));
+      memset(binfo->baselines[i], 0, BASELINES_PER_BLOCK*sizeof(char));
+    }
+
+    // On startup the first two blocks will be processed 
+    binfo->block_curr     = 0;
+    binfo->block_next     = 1;
+    binfo->thresh         = PACKETS_PER_BLOCK/8;
+    binfo->out_of_seq_cnt = 0;
+    binfo->initialized    = 1;
+}
+
+/* Get packet header */
+static inline void get_header(unsigned char *p_frame, packet_header_t *pkt_header){
+   packet_header_t *packet_header_raw = (packet_header_t *)PKT_UDP_DATA(p_frame);
+   pkt_header->mcnt        = be64toh(packet_header_raw->mcnt);
+   pkt_header->bcnt        = be32toh(packet_header_raw->bcnt);
+   pkt_header->offset      = be32toh(packet_header_raw->offset);
+   pkt_header->ant0        = be16toh(packet_header_raw->ant0);
+   pkt_header->ant1        = be16toh(packet_header_raw->ant1);
+   pkt_header->xeng_id     = be16toh(packet_header_raw->xeng_id);
+   pkt_header->payload_len = be16toh(packet_header_raw->payload_len);
+}
+
+/* Set hashpipe block to filled */
+// This sets the "current" block to be marked as filled.  The current block is
+// the block corresponding to binfo->block_i.  Returns bcnt of the block
+// being marked filled.
+static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_input_databuf_p, block_info_t *binfo){
+  static int last_filled = -1;
+
+  uint64_t block_missed_pkt_cnt;
+  uint32_t missed_pkt_cnt;
+  uint32_t block_i = binfo->block_curr;
+
+  // Validate that we're filling blocks in the proper sequence
+  last_filled = (last_filled+1) % CATCHER_N_BLOCKS;
+  if(last_filled != block_i) {
+    printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
+  }
+
+  hera_catcher_input_databuf_p->block[block_i].header.good_data = 1;
+
+  // Set the block as filled
+  if(hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_p, block_i) != HASHPIPE_OK){
+    hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
+    pthread_exit(NULL);
+  }
+
+  // Calculate missing packets.
+  block_missed_pkt_cnt = PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
+
+  // Update status buffer
+  hashpipe_status_lock_busywait_safe(st_p);
+  hputu4(st_p->buf, "NETBKOUT", block_i);
+  if(block_missed_pkt_cnt){
+    fprintf(stdout, "Expected %lu packets, Got %lu\n", PACKETS_PER_BLOCK, binfo->block_packet_counter[block_i]);
+    // Increment MISSEDPK by number of missed packets for this block
+    hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
+    missed_pkt_cnt += block_missed_pkt_cnt;
+    hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
+    //  fprintf(stderr, "got %d packets instead of %d\n",
+    //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
+  }
+  hashpipe_status_unlock_safe(st_p);
+
+  return hera_catcher_input_databuf_p->block[block_i].header.bcnt;
+}
+
+
+/* Process packet */
+// This function returns -1 unless the given packet causes a block to be marked
+// as filled in which case this function returns the marked block's first bcnt.
+// Any return value other than -1 will be stored in the status memory as
+// NETMCNT, so it is important that values other than -1 are returned rarely
+// (i.e. when marking a block as filled)!!!
+static inline uint64_t process_packet(
+  hera_catcher_input_databuf_t *hera_catcher_input_databuf_p, unsigned char *p_frame){
+
+  static block_info_t binfo;
+  packet_header_t pkt_header;
+  const uint32_t *payload_p;
+  uint32_t *dest_p;
+  int pkt_block_i;
+  int b, x, t, o;
+  uint32_t pkt_offset;
+  int i;
+  uint64_t bcnt = -1;
+  int rv;
+
+  // Lazy init binfo
+  if(!binfo.initialized){
+    initialize_block_info(&binfo);
+  }
+
+  // Parse packet header
+  get_header(p_frame, &pkt_header);
+  pkt_block_i = block_for_bcnt(pkt_header.bcnt);
+   
+  // Place the packet in curr/next block or drop it
+  // If the packet belongs to the current block, process it as usual.
+  // If the packet belongs to the next block, mark the previous block
+  // as filled and update the binfo tags.
+  // If the packet is two blocks away (i.e., curr_block_id + 2) then 
+  // drop the packet.
+  if(pkt_block_i == binfo.block_curr || pkt_block_i == binfo.block_next){
+    b = pkt_header.bcnt % BASELINES_PER_BLOCK;
+    x = pkt_header.xeng_id % N_XENGINES_PER_TIME;
+    t = (pkt_header.mcnt/Nt) % TIME_DEMUX;  //Nt = 2
+    o = pkt_header.offset;
+    
+    pkt_offset = hera_catcher_input_databuf_pkt_offset(b, t, x, o);
+    
+    if(binfo.flags[pkt_block_i][pkt_offset]){
+      // This slot is already filled
+      binfo.out_of_seq_cnt++;
+      return -1;
+    }
+
+    // If this is the first packet of this baseline, update header
+    if(!binfo.baselines[pkt_block_i][b]){
+      hera_catcher_input_databuf_p->block[pkt_block_i].header.mcnt[b] = pkt_header.mcnt;
+      hera_catcher_input_databuf_p->block[pkt_block_i].header.ant_pair_0[b] = pkt_header.ant0;
+      hera_catcher_input_databuf_p->block[pkt_block_i].header.ant_pair_1[b] = pkt_header.ant1;
+      binfo.baselines[pkt_block_i][b] = 1;
+    }
+
+    // Copy data into buffer with byte swap
+    payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t)); 
+    dest_p    = (uint32_t *)(hera_catcher_input_databuf_p->block[pkt_block_i].data + \
+                            (pkt_header.payload_len * pkt_offset/sizeof(uint32_t)));
+
+    for(i=0; i<(pkt_header.payload_len>>2); i++){
+      dest_p[i] = be32toh(payload_p[i]);
+    }
+    binfo.flags[pkt_block_i][pkt_offset] = 1;
+    binfo.block_packet_counter[pkt_block_i]++;
+    
+    // Check if curr block is full or next block is at thresh and set curr 
+    // as filled. Wait to acquire the next block and update binfo tags.
+    if((binfo.block_packet_counter[binfo.block_curr] == PACKETS_PER_BLOCK) || \
+       (binfo.block_packet_counter[binfo.block_next] == binfo.thresh)){
+      
+      bcnt = set_block_filled(hera_catcher_input_databuf_p, &binfo);
+
+      // Update binfo
+      binfo.block_packet_counter[binfo.block_curr] = 0;
+      memset(binfo.flags[binfo.block_curr],     0, PACKETS_PER_BLOCK*sizeof(char));
+      memset(binfo.baselines[binfo.block_curr], 0, BASELINES_PER_BLOCK*sizeof(char));
+
+      binfo.block_curr = binfo.block_next;
+      binfo.block_next = (binfo.block_next+1) % CATCHER_N_BLOCKS; 
+
+      // Wait (hopefully not long!) to acquire the block after next.
+      hashpipe_status_lock_safe(st_p);
+      hputs(st_p->buf, status_key, "waiting for outbuf");
+      hashpipe_status_unlock_safe(st_p);
+      while ((rv=hera_catcher_input_databuf_wait_free(hera_catcher_input_databuf_p, binfo.block_next)) != HASHPIPE_OK){
+        if (rv==HASHPIPE_TIMEOUT) {
+            hashpipe_status_lock_safe(st_p);
+            hputs(st_p->buf, status_key, "blocked output");
+            hashpipe_status_unlock_safe(st_p);
+            continue;
+        } else {
+            hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+            pthread_exit(NULL);
+            break;
+        }
+      }
+
+      hashpipe_status_lock_safe(st_p);
+      hputs(st_p->buf, status_key, "running");
+      hashpipe_status_unlock_safe(st_p);
+      // Initialize the newly acquired block
+      initialize_block(hera_catcher_input_databuf_p, bcnt+2*BASELINES_PER_BLOCK); 
+    }
+  }else{
+    binfo.out_of_seq_cnt++;
+    return -1;
+  }
+  
+  if (binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ_PKTS){
+    fprintf(stderr,"Lots of out of sequence packets!");
+  }
+  return bcnt;  
+}
+
+
+static int init(hashpipe_thread_args_t *args){
+  /* Read network params */
+  char bindhost[80];
+  int bindport = CATCHER_PORT;
+  status_key = args->thread_desc->skey;
+
+  strcpy(bindhost, "127.0.0.1"); //"0.0.0.0");
+
+  hashpipe_status_t st = args->st;
+
+  hashpipe_status_lock_safe(&st);
+  // Record version
+  hputs(st.buf, "GIT_VER", GIT_VERSION);
+  // Get info from status buffer if present (no change if not present)
+  hgets(st.buf, "BINDHOST", 80, bindhost);
+  hgeti4(st.buf, "BINDPORT", &bindport);
+  // Store bind host/port info etc in status buffer
+  hputs(st.buf, "BINDHOST", bindhost);
+  hputi4(st.buf, "BINDPORT", bindport);
+  hputu4(st.buf, "MISSEDFE", 0);
+  hputu4(st.buf, "MISSEDPK", 0);
+  hashpipe_status_unlock_safe(&st);
+
+#ifndef TIMING_TEST
+    /* Set up pktsock */
+    struct hashpipe_pktsock *p_ps = (struct hashpipe_pktsock *)
+    malloc(sizeof(struct hashpipe_pktsock));
+
+    if(!p_ps) {
+        perror(__FUNCTION__);
+        return -1;
+    }
+  
+    // Make frame_size be a divisor of block size so that frames will be
+    // contiguous in mapped mempory.  block_size must also be a multiple of
+    // page_size.  Easiest way is to oversize the frames to be 16384 bytes, which
+    // is bigger than we need, but keeps things easy.
+    p_ps->frame_size = PKTSOCK_BYTES_PER_FRAME;
+    // total number of frames
+    p_ps->nframes = PKTSOCK_NFRAMES;
+    // number of blocks
+    p_ps->nblocks = PKTSOCK_NBLOCKS;
+  
+    int rv = hashpipe_pktsock_open(p_ps, bindhost, PACKET_RX_RING);
+    if (rv!=HASHPIPE_OK) {
+        hashpipe_error("hera_pktsock_thread", "Error opening pktsock.");
+        pthread_exit(NULL);
+    }
+  
+    // Store packet socket pointer in args
+    args->user_data = p_ps;
+#endif
+
+  // Success!
+  return 0;
+}
+
+static void *run(hashpipe_thread_args_t * args){
+  // Local aliases to shorten access to args fields
+  // Our output buffer happens to be a paper_input_databuf
+  hera_catcher_input_databuf_t *db = (hera_catcher_input_databuf_t *)args->obuf;
+  hashpipe_status_t st = args->st;
+  const char *status_key = args->thread_desc->skey;
+
+  st_p = &st;	// allow global (this source file) access to the status buffer
+
+  // Flag that holds off the net thread
+  int holdoff = 0;
+
+  // Force ourself into the hold off state
+  fprintf(stdout, "Setting CNETHOLD state to 1."\
+          "Waiting for someone to set it to 0\n");
+  hashpipe_status_lock_safe(&st);
+  hputi4(st.buf, "CNETHOLD", 1);
+  hputs(st.buf, status_key, "holding");
+  hashpipe_status_unlock_safe(&st);
+
+  while(holdoff) {
+    sleep(1);
+    hashpipe_status_lock_safe(&st);
+    hgeti4(st.buf, "CNETHOLD", &holdoff);
+    if(!holdoff) {
+      // Done holding, so delete the key
+      hdel(st.buf, "CNETHOLD");
+      hputs(st.buf, status_key, "starting");
+      fprintf(stdout, "Starting...\n");
+    }
+    hashpipe_status_unlock_safe(&st);
+  }
+
+  // Acquire first two blocks to start
+  if(hera_catcher_input_databuf_busywait_free(db, 0) != HASHPIPE_OK){
+    if (errno == EINTR){
+      // Interrupted by signal, return -1
+      hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+      pthread_exit(NULL);
+    }else{
+        hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+        pthread_exit(NULL);
+    }
+  }if(hera_catcher_input_databuf_busywait_free(db, 1) != HASHPIPE_OK){
+    if (errno == EINTR){
+      // Interrupted by signal, return -1
+      hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+      pthread_exit(NULL);
+    }else{
+        hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+        pthread_exit(NULL);
+    }
+  }
+
+  // Initialize the newly acquired block
+  initialize_block(db, 0);
+  initialize_block(db, BASELINES_PER_BLOCK);
+
+  /* Read network params */
+  int bindport = CATCHER_PORT;
+  // (N_BYTES_PER_PACKET excludes header)
+  size_t expected_packet_size = OUTPUT_BYTES_PER_PACKET + sizeof(packet_header_t);
+
+#ifndef TIMING_TEST
+    /* Get pktsock from args*/
+    struct hashpipe_pktsock * p_ps = (struct hashpipe_pktsock*)args->user_data;
+    pthread_cleanup_push(free, p_ps);
+    pthread_cleanup_push((void (*)(void *))hashpipe_pktsock_close, p_ps);
+
+    // Drop all packets to date
+    unsigned char *p_frame;
+    while((p_frame=hashpipe_pktsock_recv_frame_nonblock(p_ps))) {
+	hashpipe_pktsock_release_frame(p_frame);
+    }
+
+    hashpipe_status_lock_safe(&st);
+    // Get info from status buffer
+    hgeti4(st.buf, "BINDPORT", &bindport);
+    hputu4(st.buf, "MISSEDPK", 0);
+    hputs(st.buf, status_key, "running");
+    hashpipe_status_unlock_safe(&st);
+#endif
+
+
+  /* Main loop */
+  uint64_t packet_count = 0;
+  uint64_t wait_ns = 0; // ns for most recent wait
+  uint64_t recv_ns = 0; // ns for most recent recv
+  uint64_t proc_ns = 0; // ns for most recent proc
+  uint64_t min_wait_ns = 99999; // min ns per single wait
+  uint64_t min_recv_ns = 99999; // min ns per single recv
+  uint64_t min_proc_ns = 99999; // min ns per single proc
+  uint64_t max_wait_ns = 0;     // max ns per single wait
+  uint64_t max_recv_ns = 0;     // max ns per single recv
+  uint64_t max_proc_ns = 0;     // max ns per single proc
+  uint64_t elapsed_wait_ns = 0; // cumulative wait time per block
+  uint64_t elapsed_recv_ns = 0; // cumulative recv time per block
+  uint64_t elapsed_proc_ns = 0; // cumulative proc time per block
+  uint64_t status_ns = 0; // User to fetch ns values from status buffer
+  float ns_per_wait = 0.0; // Average ns per wait over 1 block
+  float ns_per_recv = 0.0; // Average ns per recv over 1 block
+  float ns_per_proc = 0.0; // Average ns per proc over 1 block
+  unsigned int pktsock_pkts = 0;  // Stats counter from socket packet
+  unsigned int pktsock_drops = 0; // Stats counter from socket packet
+  uint64_t pktsock_pkts_total = 0;  // Stats total for socket packet
+  uint64_t pktsock_drops_total = 0; // Stats total for socket packet
+  struct timespec start, stop;
+  struct timespec recv_start, recv_stop;
+
+  while (run_threads()) {
+    // Read packet
+    clock_gettime(CLOCK_MONOTONIC, &recv_start);
+    do{
+      clock_gettime(CLOCK_MONOTONIC, &start);
+      p_frame = hashpipe_pktsock_recv_udp_frame_nonblock(p_ps, bindport);
+      clock_gettime(CLOCK_MONOTONIC, &recv_stop);
+    } while (!p_frame && run_threads());
+
+    // Make sure received packet size matches expected packet size.
+    // -8 for the UDP header (not the *App* header!)
+    int packet_size = PKT_UDP_SIZE(p_frame) - 8; 
+    if (expected_packet_size != packet_size) {
+      // Log warning and ignore wrongly sized packet
+      #ifdef DEBUG_NET
+        hashpipe_warn("hera_pktsock_thread", "Invalid pkt size (%d)", packet_size);
+      #endif
+      hashpipe_pktsock_release_frame(p_frame);
+      continue;
+    }
+
+    packet_count++;
+
+    // Copy packet into any blocks where it belongs.
+    const uint64_t bcnt = process_packet((hera_catcher_input_databuf_t *)db, p_frame);
+    // Release frame back to kernel
+    hashpipe_pktsock_release_frame(p_frame);
+
+    clock_gettime(CLOCK_MONOTONIC, &stop);
+    wait_ns = ELAPSED_NS(recv_start, start);
+    recv_ns = ELAPSED_NS(start, recv_stop);
+    proc_ns = ELAPSED_NS(recv_stop, stop);
+    elapsed_wait_ns += wait_ns;
+    elapsed_recv_ns += recv_ns;
+    elapsed_proc_ns += proc_ns;
+    // Update min max values
+    min_wait_ns = MIN(wait_ns, min_wait_ns);
+    min_recv_ns = MIN(recv_ns, min_recv_ns);
+    min_proc_ns = MIN(proc_ns, min_proc_ns);
+    max_wait_ns = MAX(wait_ns, max_wait_ns);
+    max_recv_ns = MAX(recv_ns, max_recv_ns);
+    max_proc_ns = MAX(proc_ns, max_proc_ns);
+
+    if(bcnt != -1) {
+      // Update status
+      ns_per_wait = (float)elapsed_wait_ns / packet_count;
+      ns_per_recv = (float)elapsed_recv_ns / packet_count;
+      ns_per_proc = (float)elapsed_proc_ns / packet_count;
+
+      // Get stats from packet socket
+      hashpipe_pktsock_stats(p_ps, &pktsock_pkts, &pktsock_drops);
+
+      hashpipe_status_lock_busywait_safe(&st);
+
+      hputu8(st.buf, "NETBCNT", bcnt);
+      // Gbps = bits_per_packet / ns_per_packet
+      // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
+      hputr4(st.buf, "NETGBPS", 8*(N_BYTES_PER_PACKET+8)/(ns_per_recv+ns_per_proc));
+      hputr4(st.buf, "NETWATNS", ns_per_wait);
+      hputr4(st.buf, "NETRECNS", ns_per_recv);
+      hputr4(st.buf, "NETPRCNS", ns_per_proc);
+
+      // Get and put min and max values.  The "get-then-put" allows the
+      // user to reset the min max values in the status buffer.
+      hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+      status_ns = MIN(min_wait_ns, status_ns);
+          hputi8(st.buf, "NETWATMN", status_ns);
+
+          hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+      status_ns = MIN(min_recv_ns, status_ns);
+          hputi8(st.buf, "NETRECMN", status_ns);
+
+          hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+      status_ns = MIN(min_proc_ns, status_ns);
+          hputi8(st.buf, "NETPRCMN", status_ns);
+
+          hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+      status_ns = MAX(max_wait_ns, status_ns);
+          hputi8(st.buf, "NETWATMX", status_ns);
+
+          hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+      status_ns = MAX(max_recv_ns, status_ns);
+          hputi8(st.buf, "NETRECMX", status_ns);
+
+          hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+      status_ns = MAX(max_proc_ns, status_ns);
+          hputi8(st.buf, "NETPRCMX", status_ns);
+
+          hputu8(st.buf, "NETPKTS",  pktsock_pkts);
+          hputu8(st.buf, "NETDROPS", pktsock_drops);
+
+          hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
+          hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+          hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
+          hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
+
+      hashpipe_status_unlock_safe(&st);
+
+      // Start new average
+      elapsed_wait_ns = 0;
+      elapsed_recv_ns = 0;
+      elapsed_proc_ns = 0;
+      packet_count = 0;
+    }
+
+    /* Will exit if thread has been cancelled */
+    pthread_testcancel();
+  }
+
+#ifndef TIMING_TEST
+  /* Have to close all push's */
+  pthread_cleanup_pop(1); /* Closes push(hashpipe_pktsock_close) */
+  pthread_cleanup_pop(1); /* Closes push(hashpipe_udp_close) */
+#endif
+  return NULL;
+}
+
+static hashpipe_thread_desc_t hera_catcher_net_thread = {
+    name: "hera_catcher_net_thread",
+    skey: "CNETSTAT",
+    init: init,
+    run:  run,
+    ibuf_desc: {NULL},
+    obuf_desc: {hera_catcher_input_databuf_create}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&hera_catcher_net_thread);
+}
+
+// vi: set ts=8 sw=4 noet :
diff --git a/src/paper_databuf.c b/src/paper_databuf.c
index c49029c2..ce9ed424 100644
--- a/src/paper_databuf.c
+++ b/src/paper_databuf.c
@@ -197,8 +197,10 @@ hashpipe_databuf_t *hera_catcher_input_databuf_create(int instance_id, int datab
                        + sizeof(hashpipe_databuf_cache_alignment);
     size_t block_size  = sizeof(hera_catcher_input_block_t);
     int    n_block = CATCHER_N_BLOCKS;
-    fprintf(stderr, "size_t: %u, block size: %lu, nblocks size: %u\n", (uint32_t)sizeof(size_t),(uint64_t)block_size, (uint32_t)n_block);
-    fprintf(stderr, "header size: %u, words: %lu\n", (uint32_t)header_size, (uint64_t)(VIS_MATRIX_ENTRIES *TIME_DEMUX));
+    //fprintf(stderr, "size_t: %u, block size: %lu, nblocks size: %u\n", 
+    //        (uint32_t)sizeof(size_t),(uint64_t)block_size, (uint32_t)n_block);
+    //fprintf(stderr, "header size: %u, words: %lu\n", (uint32_t)header_size, 
+    //        (uint64_t)(PACKETS_PER_BLOCK*OUTPUT_BYTES_PER_PACKET));
 
     return hashpipe_databuf_create(
         instance_id, databuf_id, header_size, block_size, n_block);
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 5f3f4f57..af8a4f52 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -53,18 +53,6 @@
 #define PAGE_SIZE (4096)
 #define CACHE_ALIGNMENT (128)
 
-// Correlator Output parameters
-#define CATCHER_PORT 10000
-#define OUTPUT_BYTES_PER_PACKET (4096)
-#define CATCHER_N_BLOCKS 2
-#define CATCHER_CHAN_SUM 1
-#define XENG_CHAN_SUM 4
-#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL/XENG_CHAN_SUM * (N_INPUTS * ((N_INPUTS>>1) + 1)))
-#define VIS_MATRIX_ENTRIES_PER_CHAN (N_INPUTS * ((N_INPUTS>>1) + 1))
-#define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
-#define N_STOKES 4
-
-
 // The HERA correlator is based largely on the PAPER correlator.  The main 
 // difference will be in the F engines.  The ROACH2 based F engines are being
 // replaced by SNAP based F engines.  Because SNAPs have a different number of
@@ -278,10 +266,10 @@ typedef struct paper_output_databuf {
 
 
 typedef struct hera_bda_header{
-  uint64_t mcnt;            // mcnt of the first time sample in the data
+  uint64_t mcnt;        // mcnt of the first time sample in the data
   int sam;
   int totsam;           // number of time samples to be added (from config file)
-  unsigned long long datsize;             // size of buffer (from no. baselines)
+  unsigned long long datsize;     // size of buffer (from no. baselines)
 } hera_bda_header_t;
 
 typedef uint8_t hera_bda_header_cache_alignment[
@@ -298,7 +286,7 @@ typedef struct hera_bda_buf{
   int *ant_pair_0[N_BDA_BINS];
   int *ant_pair_1[N_BDA_BINS];
   unsigned long int baselines_per_bin[N_BDA_BINS];
-  char send[N_BDA_BINS];                          // 0 - don't packetize, 1 - ready for sending
+  char send[N_BDA_BINS];         // 0 - don't packetize, 1 - ready for sending
   hera_int_bin_buf_t buf[N_BDA_BINS];
 } hera_bda_buf_t;
 
@@ -306,10 +294,51 @@ typedef struct hera_bda_buf{
  * CATCHER BUFFER STRUCTURES
  */
 
+#define CATCHER_N_BLOCKS        4
+// Correlator Output parameters
+#define CATCHER_PORT            10000
+#define OUTPUT_BYTES_PER_PACKET (4096)
+#define CATCHER_CHAN_SUM        1
+#define N_STOKES                4
+#define BASELINES_PER_BLOCK     4096
+
+#define CHAN_PER_CATCHER_PKT   (OUTPUT_BYTES_PER_PACKET/(N_STOKES * 8L))
+#define PACKETS_PER_BASELINE   (N_CHAN_TOTAL/CHAN_PER_CATCHER_PKT)
+#define PACKETS_PER_BL_PER_X   (PACKETS_PER_BASELINE/N_XENGINES_PER_TIME)
+#define PACKETS_PER_BLOCK      (BASELINES_PER_BLOCK * TIME_DEMUX * PACKETS_PER_BASELINE)
+
+#define BYTES_PER_BLOCK        (PACKETS_PER_BLOCK * OUTPUT_BYTES_PER_PACKET)        
+
+//entries_per_block = (BASELINES_PER_BLOCK * N_CHAN_TOTAL * TIME_DEMUX * N_STOKES)
+
+
+// == hera_catcher_input_databuf_t ==
+//
+// * catcher net thread output
+// * catcher disk thread input
+// Offset determined by baseline_id, time_demux, xend_id, offset
+// * Data field is structured as:
+//
+//  +-- baseline  +-- (even/odd)  +-- freq          +-- stokes  
+//  |             |               |                 |
+//  V             V               V                 V
+//  baseline_id   time_demux     (xeng_id+offset)   
+//  -----------   ----------     ----------------
+//  b0 }--------> even }-------> f0 }-------------> s0
+//                odd            f1                 s1
+//                                                  s2
+//                                                  s3
+
+#define  hera_catcher_input_databuf_pkt_offset(b, t, x, o) \
+     (((b)*TIME_DEMUX*PACKETS_PER_BASELINE) + ((t)*PACKETS_PER_BASELINE) + ((x)*PACKETS_PER_BL_PER_X) + (o))
+
 typedef struct hera_catcher_input_header{
-  uint64_t mcnt;
   uint64_t good_data;
-  //uint8_t flags[VIS_MATRIX_ENTRIES*TIME_DEMUX];
+  uint64_t bcnt;                             // starting value of baseline_id for this block
+  uint64_t mcnt[BASELINES_PER_BLOCK];        // times are diff for each baseline 
+  uint32_t ant_pair_0[BASELINES_PER_BLOCK];  // list of antennas in this block
+  uint32_t ant_pair_1[BASELINES_PER_BLOCK]; 
+  //uint8_t flags[BASELINES_PER_BLOCK];
 } hera_catcher_input_header_t;
 
 typedef uint8_t hera_catcher_input_header_cache_alignment[
@@ -319,7 +348,7 @@ typedef uint8_t hera_catcher_input_header_cache_alignment[
 typedef struct hera_catcher_input_block {
   hera_catcher_input_header_t header;
   hera_catcher_input_header_cache_alignment padding; // Maintain cache alignment
-  uint64_t data[VIS_MATRIX_ENTRIES*TIME_DEMUX];
+  uint32_t data[BYTES_PER_BLOCK/sizeof(uint32_t)];
 } hera_catcher_input_block_t;
 
 typedef struct hera_catcher_input_databuf {
@@ -328,12 +357,10 @@ typedef struct hera_catcher_input_databuf {
   hera_catcher_input_block_t block[CATCHER_N_BLOCKS];
 } hera_catcher_input_databuf_t;
 
-// Catcher input buffer has dimensions:
-// n-xengines x n-baselines x nchans-per-x x time-demux x stokes x real/imag
-#define hera_catcher_input_databuf_idx32(t, x, o) \
-  (2L*TIME_DEMUX*(VIS_MATRIX_ENTRIES_PER_CHAN * (N_CHAN_PER_X/XENG_CHAN_SUM)*(x)) + (TIME_DEMUX*((o)>>2)) + (2*N_STOKES*(t)))
-#define hera_catcher_input_databuf_by_bl_idx32(x, b) \
-  (2L*TIME_DEMUX*(N_CHAN_PER_X/XENG_CHAN_SUM)*((VIS_MATRIX_ENTRIES_PER_CHAN * (x)) + (N_STOKES*(b))))
+//#define XENG_CHAN_SUM 4
+//#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL/XENG_CHAN_SUM * (N_INPUTS * ((N_INPUTS>>1) + 1)))
+//#define VIS_MATRIX_ENTRIES_PER_CHAN (N_INPUTS * ((N_INPUTS>>1) + 1))
+//#define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
 
 /*
  * INPUT BUFFER FUNCTIONS
diff --git a/src/scripts/check_catcher_capture.py b/src/scripts/check_catcher_capture.py
index 9ce4887f..87b8e35f 100644
--- a/src/scripts/check_catcher_capture.py
+++ b/src/scripts/check_catcher_capture.py
@@ -47,11 +47,12 @@ def baseline_index(n):
           idx_map[cell_index] = (a0,a1)
    return idx_map
 
+# mcnt, bcnt, offset, ant0, ant1, xeng_id, payload_len
 def decode_packet(packet):
    p = struct.unpack('>1Q2I2H1025i', packet)
-   time, baseline_id, offset, xeng_id, payload_len = p[0], p[1], p[2], p[3], p[4]
-   data = np.asarray(p[6:])
-   return time, baseline_id, offset, xeng_id, payload_len, data
+   time, bcnt, offset, ant0, ant1, xeng_id, payload_len = p[0:7]
+   data = np.asarray(p[7:])
+   return time, bcnt, offset, ant0, ant1, xeng_id, payload_len, data
 
 
 idx_map = baseline_index(args.n_inputs)
@@ -66,14 +67,14 @@ def decode_packet(packet):
     try:
         pkt, addr = sock.recvfrom(4120) # buffer size is 1024 bytes
         packets += 1
-        t,b,o,x,l,data = decode_packet(pkt)
+        t,b,o,a0,a1,x,l,data = decode_packet(pkt)
         if args.verbose:
-           print t, idx_map[b], o, data[:8], data[-8:]
+           print t, b//4096, b%4096, o, a0, a1, data[:8], data[-8:]
         if args.check:
            if not (np.all(data[::2] == 1)):
               print "Error! Real", idx_map[b], o, data[::2]
               errors += 1
-           if not (np.all(data[1::2] == -2)):
+           if not (np.all(data[1::2] == -1)):
               print "Error! Imag", idx_map[b], o, data[1::2]
               errors += 1
     except(KeyboardInterrupt):
diff --git a/src/scripts/hera_fake_bda_output.py b/src/scripts/hera_fake_bda_output.py
new file mode 100644
index 00000000..2fd493f2
--- /dev/null
+++ b/src/scripts/hera_fake_bda_output.py
@@ -0,0 +1,81 @@
+import numpy as np
+import struct
+import socket
+import time
+
+Na = 352   # antennas
+Nx = 16    # xeng
+Nc = 328   # chan
+Nt = 2     # demux
+Ns = 4     # stokes
+udp_ip = '10.20.1.66'
+udp_port = 10000
+
+bdaconfig = np.loadtxt('../bda_config.txt')
+
+baselines = {}
+for i in range(5):
+    baselines[i] = []
+
+for i,t in enumerate(bdaconfig[:,2]):
+    baselines[int(np.log(t)/np.log(2))].append((bdaconfig[i,0],bdaconfig[i,1]))
+
+for a0 in range(Na):
+    baselines[1].append((a0,a0))
+
+bcnt = 0
+mcnt = 0
+cntr = 0
+offset = np.arange(3)
+xeng_id = 0
+
+sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+sock.bind(('10.20.1.2',8500))
+data = {}
+for i in range(6):
+    data[i] = (2**i)*np.ones(1024)
+    data[i][1::2] = -1*(2**i)
+
+# mcnt, bcnt, offset, ant0, ant1, xeng_id, payload_len
+while True:
+    cntr += 1
+    mcnt = cntr*1024
+    for a0,a1 in baselines[0]:
+        for o in offset:
+            pkt = struct.pack('>1Q2I4H1024i', mcnt, bcnt, o, a0, a1, xeng_id, 4096, *data[0])
+            sock.sendto(pkt, (udp_ip, udp_port))
+            time.sleep(0.001)
+        bcnt += 1
+
+    if (cntr%2 == 0):
+        for a0,a1 in baselines[1]:
+            for o in offset:
+                pkt = struct.pack('>1Q2I4H1024i', mcnt, bcnt, o, a0, a1, xeng_id, 4096, *data[1])
+                sock.sendto(pkt, (udp_ip, udp_port))
+                time.sleep(0.001)
+            bcnt += 1
+      
+    if (cntr%4 == 0):
+        for a0,a1 in baselines[2]:
+            for o in offset:
+                pkt = struct.pack('>1Q2I4H1024i', mcnt, bcnt, o, a0, a1, xeng_id, 4096, *data[2])
+                sock.sendto(pkt, (udp_ip, udp_port))
+                time.sleep(0.001)
+            bcnt += 1
+
+    if (cntr%8 == 0):
+        for a0,a1 in baselines[3]:
+            for o in offset:
+                pkt = struct.pack('>1Q2I4H1024i', mcnt, bcnt, o, a0, a1, xeng_id, 4096, *data[3])
+                sock.sendto(pkt, (udp_ip, udp_port))
+                time.sleep(0.001)
+            bcnt += 1
+
+    if (cntr%16 == 0):
+        for a0,a1 in baselines[4]:
+            for o in offset:
+                pkt = struct.pack('>1Q2I4H1024i', mcnt, bcnt, o, a0, a1, xeng_id, 4096, *data[4])
+                sock.sendto(pkt, (udp_ip, udp_port))
+                time.sleep(0.001)
+            bcnt += 1
+

From 8ccab3b0266dfb98f1d6980425be15a67686f76d Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 13 Mar 2019 17:12:31 -0700
Subject: [PATCH 172/420] change baseline_id to a bcnt type variable that
 increments for every baseline sent

---
 src/hera_gpu_output_thread.c | 22 ++++++++++++++--------
 1 file changed, 14 insertions(+), 8 deletions(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index 54dbf6a1..38053ab2 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -26,11 +26,12 @@
 #define CHECK_PWR2(x)    (!((x)&((x)-1)))
 
 // Macros for generating values for the pkthdr_t fields
-#define TIMESTAMP(x)      (htobe64((uint64_t)x))
-#define BASELINE_ID(x)    (htobe32((uint32_t)x))
-#define OFFSET(x)         (htobe32((uint32_t)x))
-#define XENG_ID(x)        (htobe16((uint16_t)x))
-#define PAYLOAD_LEN(x)    (htobe16((uint16_t)x))
+#define TIMESTAMP(x)      (htobe64((uint64_t)(x)))
+#define BASELINE_ID(x)    (htobe32((uint32_t)(x)))
+#define OFFSET(x)         (htobe32((uint32_t)(x)))
+#define XENG_ID(x)        (htobe16((uint16_t)(x)))
+#define PAYLOAD_LEN(x)    (htobe16((uint16_t)(x)))
+#define ANTENNA(x)        (htobe16((uint16_t)(x)))
 
 #define CONVERT(x)        (htobe32((x)))
 
@@ -42,6 +43,8 @@ typedef struct pkthdr {
   uint64_t timestamp;
   uint32_t baseline_id;
   uint32_t offset;
+  uint16_t ant0;
+  uint16_t ant1;
   uint16_t xeng_id;
   uint16_t payload_len;
 } pkthdr_t;
@@ -432,6 +435,7 @@ static void *run(hashpipe_thread_args_t * args)
    int offset = 0;
    unsigned long long datoffset = 0;
    int ant0, ant1;
+   int catcher_bl_id = 0;
    unsigned long long idx_baseline; 
    off_t idx_regtile;
    hera_int_bin_buf_t *intbuf;
@@ -500,14 +504,16 @@ static void *run(hashpipe_thread_args_t * args)
          clock_gettime(CLOCK_MONOTONIC, &pkt_start);
  
          for(bl=0; bl<bdabuf.baselines_per_bin[j]; bl++){
-           ant0 = bdabuf.ant_pair_0[j][bl];
-           ant1 = bdabuf.ant_pair_1[j][bl];
+           ant0 = bdabuf.ant_pair_0[j][bl];    // ordering set by config file 
+           ant1 = bdabuf.ant_pair_1[j][bl]; 
+           pkt.hdr.ant1 = ant1;
+           pkt.hdr.ant0 = ant0;
            idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS); 
            idx_regtile = regtile_idx_map[idx_baseline];
            //idx_regtile = regtile_index(2*ant0, 2*ant1);
            pkt.hdr.offset = OFFSET(0);
            offset = 0;
-           pkt.hdr.baseline_id = BASELINE_ID(idx_baseline);
+           pkt.hdr.baseline_id = BASELINE_ID(baseline_id++);//BASELINE_ID(idx_baseline);
            
            for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
              // This used to de-interleave channels.  De-interleaving is no longer

From 5d4bf4e8f9a96603d46eb96826a2bd666b7cc543 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 9 May 2019 00:57:00 +0000
Subject: [PATCH 173/420] Add catcher stop script. Generate header template on
 every new data run.

Stop script simply sets filesize and n_files to zero via redis interface.
Call the header template generation script every time take_data is run, to make sure
array config is up to date.
---
 src/Makefile.am                       |  1 +
 src/scripts/hera_catcher_stop_data.py | 26 ++++++++++++++++++++++++++
 src/scripts/hera_catcher_take_data.py | 24 ++++++++++++++++++++++++
 3 files changed, 51 insertions(+)
 create mode 100644 src/scripts/hera_catcher_stop_data.py

diff --git a/src/Makefile.am b/src/Makefile.am
index a63eacb9..a7a449ab 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -66,6 +66,7 @@ dist_bin_SCRIPTS = scripts/paper_init.sh \
 	           scripts/hera_catcher_up.py \
 	           scripts/hera_catcher_down.sh \
 	           scripts/hera_catcher_take_data.py \
+	           scripts/hera_catcher_stop_data.py \
 	           scripts/tweak-perf.sh \
 	           scripts/hera_ctl.py \
 	           scripts/hera_make_hdf5_template.py
diff --git a/src/scripts/hera_catcher_stop_data.py b/src/scripts/hera_catcher_stop_data.py
new file mode 100644
index 00000000..149ce2fd
--- /dev/null
+++ b/src/scripts/hera_catcher_stop_data.py
@@ -0,0 +1,26 @@
+#!/usr/bin/env python
+
+import redis
+import time
+import argparse
+import subprocess
+
+parser = argparse.ArgumentParser(description='Trigger data collection on the HERA catcher node',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+
+parser.add_argument('host', type=str, help='Host on which to capture data')
+parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
+
+args = parser.parse_args()
+
+r = redis.Redis(args.redishost)
+
+#Configure runtime parameters
+catcher_dict = {
+  'MSPERFIL' : 0,
+  'NFILES'   : 0,
+}
+  
+pubchan = 'hashpipe://%s/%d/set' % (args.host, 0)
+for key, val in catcher_dict.iteritems():
+   r.publish(pubchan, '%s=%s' % (key, val))
diff --git a/src/scripts/hera_catcher_take_data.py b/src/scripts/hera_catcher_take_data.py
index 4a58601e..067ccc51 100644
--- a/src/scripts/hera_catcher_take_data.py
+++ b/src/scripts/hera_catcher_take_data.py
@@ -5,6 +5,22 @@
 import argparse
 import subprocess
 
+python_source_cmd = ['source', '~/hera-venv/bin/activate']
+template_cmd = ['hera_make_hdf5_template.py']
+
+def run_on_hosts(hosts, cmd, user=None, wait=True):
+    if isinstance(cmd, str):
+        cmd = [cmd]
+    p = []
+    for host in hosts:
+        if user is None:
+            p += [subprocess.Popen(['ssh', '%s' % (host)] + cmd)]
+        else:
+            p += [subprocess.Popen(['ssh', '%s@%s' % (user, host)] + cmd)]
+    if wait:
+        for pn in p:
+            pn.wait()
+
 parser = argparse.ArgumentParser(description='Trigger data collection on the HERA catcher node',
                                  formatter_class=argparse.ArgumentDefaultsHelpFormatter)
 
@@ -13,6 +29,7 @@
 parser.add_argument('-n', dest='nfiles', type=int, default=10, help='Number of files of data to capture')
 parser.add_argument('-m', dest='msperfile', type=int, default=60000, help='Number of ms of data per file')
 parser.add_argument('-t', dest='tag', type=str, default='none', help='A descriptive tag to go into data files')
+parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', help='Place to put HDF5 header template file')
 
 args = parser.parse_args()
 
@@ -21,10 +38,17 @@
 if len(args.tag) > 127:
   raise ValueError("Tag argument must be <127 characters!")
 
+# Generate the meta-data template
+run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
+
+
 #Configure runtime parameters
 catcher_dict = {
+  'HDF5TPLT' : args.hdf5template,
   'MSPERFIL' : args.msperfile,
   'NFILES'   : args.nfiles,
+  'SYNCTIME' : r['corr:feng_sync_time'],
+  'INTTIME'  : r['corr:acc_len'],
   'TAG'      : args.tag,
 }
   

From 737b12750c599ab8c35c7fc2f704e08403897980 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 9 May 2019 01:21:01 +0000
Subject: [PATCH 174/420] Fix argument flag clash

tag is now --tag. -t is header template file path
---
 src/scripts/hera_catcher_take_data.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_take_data.py b/src/scripts/hera_catcher_take_data.py
index 067ccc51..5ed96456 100644
--- a/src/scripts/hera_catcher_take_data.py
+++ b/src/scripts/hera_catcher_take_data.py
@@ -28,7 +28,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
 parser.add_argument('-n', dest='nfiles', type=int, default=10, help='Number of files of data to capture')
 parser.add_argument('-m', dest='msperfile', type=int, default=60000, help='Number of ms of data per file')
-parser.add_argument('-t', dest='tag', type=str, default='none', help='A descriptive tag to go into data files')
+parser.add_argument('--tag', dest='tag', type=str, default='none', help='A descriptive tag to go into data files')
 parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', help='Place to put HDF5 header template file')
 
 args = parser.parse_args()

From 5301d14d69abc4d7044f874c7ceaf9130ca7131a Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 9 May 2019 01:53:54 +0000
Subject: [PATCH 175/420] Round acc_len to 2048 spectra

---
 src/scripts/hera_ctl.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/src/scripts/hera_ctl.py b/src/scripts/hera_ctl.py
index 0af2aca6..0f7b4645 100755
--- a/src/scripts/hera_ctl.py
+++ b/src/scripts/hera_ctl.py
@@ -71,12 +71,17 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     print 'Trigger MCNT: %d' % trig_mcnt
     print 'Trigger time is %.1f seconds in the future (%s)' % (trig_time - time.time(), time.ctime(trig_time))
 
+    # round acc_len
+    acclen = int(args.acclen / MCNT_XGPU_BLOCK_SIZE) * MCNT_XGPU_BLOCK_SIZE
+    print 'Requested accumulation length: %d' % args.acclen
+    print 'Actual accumulation length: %d' % acclen
+
     # Use the hashpipe publish channel to update keys in all status buffers.
     # See the docstring at https://github.com/david-macmahon/rb-hashpipe/blob/master/bin/hashpipe_redis_gateway.rb
     # for details about formatting
     
     for slice in range(args.slices):
-        msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt + slice*MCNT_STEP_SIZE, args.acclen)
+        msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt + slice*MCNT_STEP_SIZE, acclen)
         for host in range(args.xhosts):
             hostname = 'px%d' % (slice * args.xhosts + host + 1)
             rdb.publish('hashpipe://%s/0/set' % hostname, msg)
@@ -85,5 +90,5 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
 
     rdb['corr:trig_mcnt'] = trig_mcnt
     rdb['corr:trig_time'] = trig_time
-    rdb['corr:acc_len'] = args.acclen
-    rdb['corr:int_time'] = args.acclen * args.slices * mcnts_per_second()
+    rdb['corr:acc_len'] = acclen
+    rdb['corr:int_time'] = acclen * args.slices * mcnts_per_second()

From 706f070cd543d570935536914ccc109723172eb0 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Fri, 10 May 2019 08:50:57 -0700
Subject: [PATCH 176/420] Fix x_orientation

---
 src/scripts/hera_make_hdf5_template.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 11cc97b4..da3bb4d4 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -192,7 +192,7 @@ def create_header(h5, use_cm=False, use_redis=False):
     header.create_dataset("spw_array",      dtype="<i8", data=[0])
     header.create_dataset("telescope_name", data=np.string_("HERA"))
     header.create_dataset("vis_units",  data=np.string_("UNCALIB"))
-    header.create_dataset("x_orientation", data=np.string_("N"))
+    header.create_dataset("x_orientation", data=np.string_("NORTH"))
     if use_cm:
         # convert lat and lon from degrees -> radians
         lat = cminfo['cofa_lat'] * np.pi / 180.

From d2006a89e1f801666ee692a36a7a90060c644eab Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Sun, 19 May 2019 16:34:30 -0700
Subject: [PATCH 177/420] Add hashpipe as submodule.

NB All testing so far has used hashpipe v1.6. This commit is for 1.7
---
 .gitmodules | 3 +++
 hashpipe    | 1 +
 2 files changed, 4 insertions(+)
 create mode 160000 hashpipe

diff --git a/.gitmodules b/.gitmodules
index 7bde612e..bb1ec3ff 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -4,3 +4,6 @@
 [submodule "bitshuffle"]
 	path = bitshuffle
 	url = https://github.com/kiyo-masui/bitshuffle
+[submodule "hashpipe"]
+	path = hashpipe
+	url = https://astro.berkeley.edu/~davidm/hashpipe.git
diff --git a/hashpipe b/hashpipe
new file mode 160000
index 00000000..6b16dc80
--- /dev/null
+++ b/hashpipe
@@ -0,0 +1 @@
+Subproject commit 6b16dc80354d44a12a25faa8e6797aad3a54ceaf

From 3fd1e01215876cbccaf0b0be4a6c17fa20a3d491 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Sun, 19 May 2019 16:36:39 -0700
Subject: [PATCH 178/420] Use IB verbs hashpipe branch

---
 hashpipe | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/hashpipe b/hashpipe
index 6b16dc80..ad77eceb 160000
--- a/hashpipe
+++ b/hashpipe
@@ -1 +1 @@
-Subproject commit 6b16dc80354d44a12a25faa8e6797aad3a54ceaf
+Subproject commit ad77eceb1a60ed45078d65157f30b5aa42b84705

From 61a8e2e665673965d10e3c7f1d2dd3729a0c54ec Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Sun, 19 May 2019 16:37:17 -0700
Subject: [PATCH 179/420] Revert "Use IB verbs hashpipe branch"

This reverts commit 3fd1e01215876cbccaf0b0be4a6c17fa20a3d491.
---
 hashpipe | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/hashpipe b/hashpipe
index ad77eceb..6b16dc80 160000
--- a/hashpipe
+++ b/hashpipe
@@ -1 +1 @@
-Subproject commit ad77eceb1a60ed45078d65157f30b5aa42b84705
+Subproject commit 6b16dc80354d44a12a25faa8e6797aad3a54ceaf

From 8c330623c26721a7dc39efa8f96525917e8eaed3 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Sun, 19 May 2019 16:37:58 -0700
Subject: [PATCH 180/420] Use IB verbs hashpipe branch

---
 hashpipe | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/hashpipe b/hashpipe
index 6b16dc80..ad77eceb 160000
--- a/hashpipe
+++ b/hashpipe
@@ -1 +1 @@
-Subproject commit 6b16dc80354d44a12a25faa8e6797aad3a54ceaf
+Subproject commit ad77eceb1a60ed45078d65157f30b5aa42b84705

From 3ba26ee2951e11e4d4c10d38fdd92717643c5616 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Mon, 20 May 2019 19:23:05 +0000
Subject: [PATCH 181/420] flexible catcher buffers to accomodate bda-ed
 baselines

---
 src/Makefile.am                      |  15 ++--
 src/hera_catcher_net_thread_bda_v2.c |  86 ++++++++++++++---------
 src/paper_databuf.h                  |   6 +-
 src/scripts/check_catcher_capture.py |   4 +-
 src/scripts/hera_fake_bda_output.py  | 100 +++++++++++----------------
 5 files changed, 104 insertions(+), 107 deletions(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index 5e5dfd0a..85cdda31 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -22,21 +22,22 @@ paper_databuf = paper_databuf.h \
 	            paper_databuf.c
 
 paper_threads = paper_fake_net_thread.c          \
-		        paper_gpu_cpu_output_thread.c    \
-		        paper_gpu_output_thread.c        \
-		        paper_gpu_thread.c               \
-		        paper_fluff_thread.c             \
-		        hera_pktsock_thread.c            \
+                paper_gpu_cpu_output_thread.c    \
+                paper_gpu_output_thread.c        \
+                paper_gpu_thread.c               \
+                paper_fluff_thread.c             \
+                hera_pktsock_thread.c            \
                 hera_fake_gpu_thread.c           \
-		        paper_crc_thread.c               \
+	        paper_crc_thread.c               \
                 hera_catcher_net_thread_bda_v2.c \
-                #hera_catcher_disk_thread.c    \
                 hera_gpu_output_thread.c         \
                 lzf/lzf_c.c                      \
                 lzf/lzf_d.c                      \
                 lzf_filter.c                     \
                 lzf_filter.h
 
+#hera_catcher_disk_thread.c  
+
 paper_fluff = paper_fluff.h \
 	          paper_fluff.c
 
diff --git a/src/hera_catcher_net_thread_bda_v2.c b/src/hera_catcher_net_thread_bda_v2.c
index 88d94eab..9c93e402 100644
--- a/src/hera_catcher_net_thread_bda_v2.c
+++ b/src/hera_catcher_net_thread_bda_v2.c
@@ -85,7 +85,7 @@ static inline void initialize_block(hera_catcher_input_databuf_t * hera_catcher_
 /* Initialize block_info */
 // This function must be called once and only once per block_info structure!
 // Subsequent calls are no-ops.
-static inline void initialize_block_info(block_info_t * binfo){
+static inline void initialize_block_info(block_info_t * binfo, int pkt_block_id){
     int i;
 
     // If this block_info structure has already been initialized
@@ -94,14 +94,14 @@ static inline void initialize_block_info(block_info_t * binfo){
     }
 
     for(i = 0; i < CATCHER_N_BLOCKS; i++) {
-	  binfo->block_packet_counter[i] = 0;
+      binfo->block_packet_counter[i] = 0;
       memset(binfo->flags[i], 0, PACKETS_PER_BLOCK*sizeof(char));
       memset(binfo->baselines[i], 0, BASELINES_PER_BLOCK*sizeof(char));
     }
 
-    // On startup the first two blocks will be processed 
-    binfo->block_curr     = 0;
-    binfo->block_next     = 1;
+    // The number of the current block is set by the first packet received
+    binfo->block_curr     = pkt_block_id;
+    binfo->block_next     = (pkt_block_id+1) % CATCHER_N_BLOCKS;
     binfo->thresh         = PACKETS_PER_BLOCK/8;
     binfo->out_of_seq_cnt = 0;
     binfo->initialized    = 1;
@@ -120,11 +120,10 @@ static inline void get_header(unsigned char *p_frame, packet_header_t *pkt_heade
 }
 
 /* Set hashpipe block to filled */
-// This sets the "current" block to be marked as filled.  The current block is
-// the block corresponding to binfo->block_i.  Returns bcnt of the block
-// being marked filled.
+// This sets the "current" block to be marked as filled.
+// Returns bcnt of the block being marked filled.
 static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_input_databuf_p, block_info_t *binfo){
-  static int last_filled = -1;
+  static int last_filled = -1; //(binfo->block_curr-1)% CATCHER_N_BLOCKS;
 
   uint64_t block_missed_pkt_cnt;
   uint32_t missed_pkt_cnt;
@@ -151,7 +150,7 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
   hashpipe_status_lock_busywait_safe(st_p);
   hputu4(st_p->buf, "NETBKOUT", block_i);
   if(block_missed_pkt_cnt){
-    fprintf(stdout, "Expected %lu packets, Got %lu\n", PACKETS_PER_BLOCK, binfo->block_packet_counter[block_i]);
+    fprintf(stderr, "Expected %lu packets, Got %lu\n", PACKETS_PER_BLOCK, binfo->block_packet_counter[block_i]);
     // Increment MISSEDPK by number of missed packets for this block
     hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
     missed_pkt_cnt += block_missed_pkt_cnt;
@@ -176,24 +175,31 @@ static inline uint64_t process_packet(
 
   static block_info_t binfo;
   packet_header_t pkt_header;
-  const uint32_t *payload_p;
-  uint32_t *dest_p;
+  //const uint32_t *payload_p;
+  //uint32_t *dest_p;
+  //int i;
   int pkt_block_i;
   int b, x, t, o;
   uint32_t pkt_offset;
-  int i;
   uint64_t bcnt = -1;
   int rv;
 
+  // Parse packet header
+  get_header(p_frame, &pkt_header);
+  pkt_block_i = block_for_bcnt(pkt_header.bcnt);  
+
   // Lazy init binfo
   if(!binfo.initialized){
-    initialize_block_info(&binfo);
+    fprintf(stderr,"Initializing binfo..!\n");
+    initialize_block_info(&binfo, pkt_block_i);
+    initialize_block(hera_catcher_input_databuf_p, pkt_header.bcnt); 
+    initialize_block(hera_catcher_input_databuf_p, pkt_header.bcnt+BASELINES_PER_BLOCK); 
   }
 
-  // Parse packet header
-  get_header(p_frame, &pkt_header);
-  pkt_block_i = block_for_bcnt(pkt_header.bcnt);
-   
+  fprintf(stderr, "curr:%d\tnext:%d\t",binfo.block_curr, binfo.block_next);
+  fprintf(stderr, "bcnt:%d\tblock_id:%d\t",pkt_header.bcnt,pkt_block_i);
+  fprintf(stderr, "xeng:%d\n",pkt_header.xeng_id);
+
   // Place the packet in curr/next block or drop it
   // If the packet belongs to the current block, process it as usual.
   // If the packet belongs to the next block, mark the previous block
@@ -207,9 +213,12 @@ static inline uint64_t process_packet(
     o = pkt_header.offset;
     
     pkt_offset = hera_catcher_input_databuf_pkt_offset(b, t, x, o);
+    //fprintf(stderr, "offset: %d\n", pkt_offset);
+    //fprintf(stderr, "bcnt-loc:%d\txeng:%d\ttime:%d\tpktoffset:%d\n",b,x,t,o);
     
     if(binfo.flags[pkt_block_i][pkt_offset]){
       // This slot is already filled
+      //fprintf(stderr, "Packet repeated!!\n");
       binfo.out_of_seq_cnt++;
       return -1;
     }
@@ -223,16 +232,16 @@ static inline uint64_t process_packet(
     }
 
     // Copy data into buffer with byte swap
-    payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t)); 
-    dest_p    = (uint32_t *)(hera_catcher_input_databuf_p->block[pkt_block_i].data + \
-                            (pkt_header.payload_len * pkt_offset/sizeof(uint32_t)));
+    //payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t)); 
+    //dest_p    = (uint32_t *)(hera_catcher_input_databuf_p->block[pkt_block_i].data + (pkt_header.payload_len * pkt_offset/sizeof(uint32_t)));
 
-    for(i=0; i<(pkt_header.payload_len>>2); i++){
-      dest_p[i] = be32toh(payload_p[i]);
-    }
+    //for(i=0; i<(pkt_header.payload_len>>2); i++){
+    //  dest_p[i] = be32toh(payload_p[i]);
+    //}
     binfo.flags[pkt_block_i][pkt_offset] = 1;
     binfo.block_packet_counter[pkt_block_i]++;
-    
+    //fprintf(stderr,"bcnt:%d\t block_id:%d\t Pkt cntr: %lu\n",b, pkt_block_i, binfo.block_packet_counter[pkt_block_i]);    
+
     // Check if curr block is full or next block is at thresh and set curr 
     // as filled. Wait to acquire the next block and update binfo tags.
     if((binfo.block_packet_counter[binfo.block_curr] == PACKETS_PER_BLOCK) || \
@@ -240,6 +249,9 @@ static inline uint64_t process_packet(
       
       bcnt = set_block_filled(hera_catcher_input_databuf_p, &binfo);
 
+      // Print
+      fprintf(stderr,"Filled Block: %d with bcnt: %lu\n",binfo.block_curr, bcnt);
+
       // Update binfo
       binfo.block_packet_counter[binfo.block_curr] = 0;
       memset(binfo.flags[binfo.block_curr],     0, PACKETS_PER_BLOCK*sizeof(char));
@@ -277,7 +289,7 @@ static inline uint64_t process_packet(
   }
   
   if (binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ_PKTS){
-    fprintf(stderr,"Lots of out of sequence packets!");
+    //fprintf(stderr,"Lots of out of sequence packets!");
   }
   return bcnt;  
 }
@@ -289,7 +301,7 @@ static int init(hashpipe_thread_args_t *args){
   int bindport = CATCHER_PORT;
   status_key = args->thread_desc->skey;
 
-  strcpy(bindhost, "127.0.0.1"); //"0.0.0.0");
+  strcpy(bindhost, "0.0.0.0");
 
   hashpipe_status_t st = args->st;
 
@@ -350,15 +362,15 @@ static void *run(hashpipe_thread_args_t * args){
   st_p = &st;	// allow global (this source file) access to the status buffer
 
   // Flag that holds off the net thread
+  //int holdoff = 1;
   int holdoff = 0;
 
   // Force ourself into the hold off state
-  fprintf(stdout, "Setting CNETHOLD state to 1."\
-          "Waiting for someone to set it to 0\n");
-  hashpipe_status_lock_safe(&st);
-  hputi4(st.buf, "CNETHOLD", 1);
-  hputs(st.buf, status_key, "holding");
-  hashpipe_status_unlock_safe(&st);
+  //fprintf(stderr, "Setting CNETHOLD state to 1.Waiting for someone to set it to 0\n");
+  //hashpipe_status_lock_safe(&st);
+  //hputi4(st.buf, "CNETHOLD", 1);
+  //hputs(st.buf, status_key, "holding");
+  //hashpipe_status_unlock_safe(&st);
 
   while(holdoff) {
     sleep(1);
@@ -368,11 +380,13 @@ static void *run(hashpipe_thread_args_t * args){
       // Done holding, so delete the key
       hdel(st.buf, "CNETHOLD");
       hputs(st.buf, status_key, "starting");
-      fprintf(stdout, "Starting...\n");
+      fprintf(stderr, "Starting...\n");
     }
     hashpipe_status_unlock_safe(&st);
   }
 
+  fprintf(stderr,"Waiting to acquire two blocks to start!\n");
+
   // Acquire first two blocks to start
   if(hera_catcher_input_databuf_busywait_free(db, 0) != HASHPIPE_OK){
     if (errno == EINTR){
@@ -394,6 +408,7 @@ static void *run(hashpipe_thread_args_t * args){
     }
   }
 
+  fprintf(stderr,"Initializing the blocks..\n");
   // Initialize the newly acquired block
   initialize_block(db, 0);
   initialize_block(db, BASELINES_PER_BLOCK);
@@ -449,6 +464,9 @@ static void *run(hashpipe_thread_args_t * args){
   struct timespec start, stop;
   struct timespec recv_start, recv_stop;
 
+
+  fprintf(stderr,"Starting to collect packets..\n");
+
   while (run_threads()) {
     // Read packet
     clock_gettime(CLOCK_MONOTONIC, &recv_start);
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index af8a4f52..cc0adcb8 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -300,7 +300,7 @@ typedef struct hera_bda_buf{
 #define OUTPUT_BYTES_PER_PACKET (4096)
 #define CATCHER_CHAN_SUM        1
 #define N_STOKES                4
-#define BASELINES_PER_BLOCK     4096
+#define BASELINES_PER_BLOCK     16384
 
 #define CHAN_PER_CATCHER_PKT   (OUTPUT_BYTES_PER_PACKET/(N_STOKES * 8L))
 #define PACKETS_PER_BASELINE   (N_CHAN_TOTAL/CHAN_PER_CATCHER_PKT)
@@ -336,8 +336,8 @@ typedef struct hera_catcher_input_header{
   uint64_t good_data;
   uint64_t bcnt;                             // starting value of baseline_id for this block
   uint64_t mcnt[BASELINES_PER_BLOCK];        // times are diff for each baseline 
-  uint32_t ant_pair_0[BASELINES_PER_BLOCK];  // list of antennas in this block
-  uint32_t ant_pair_1[BASELINES_PER_BLOCK]; 
+  uint16_t ant_pair_0[BASELINES_PER_BLOCK];  // list of antennas in this block
+  uint16_t ant_pair_1[BASELINES_PER_BLOCK]; 
   //uint8_t flags[BASELINES_PER_BLOCK];
 } hera_catcher_input_header_t;
 
diff --git a/src/scripts/check_catcher_capture.py b/src/scripts/check_catcher_capture.py
index 87b8e35f..2a56c5b5 100644
--- a/src/scripts/check_catcher_capture.py
+++ b/src/scripts/check_catcher_capture.py
@@ -49,7 +49,7 @@ def baseline_index(n):
 
 # mcnt, bcnt, offset, ant0, ant1, xeng_id, payload_len
 def decode_packet(packet):
-   p = struct.unpack('>1Q2I2H1025i', packet)
+   p = struct.unpack('>1Q2I4H1024i', packet)
    time, bcnt, offset, ant0, ant1, xeng_id, payload_len = p[0:7]
    data = np.asarray(p[7:])
    return time, bcnt, offset, ant0, ant1, xeng_id, payload_len, data
@@ -69,7 +69,7 @@ def decode_packet(packet):
         packets += 1
         t,b,o,a0,a1,x,l,data = decode_packet(pkt)
         if args.verbose:
-           print t, b//4096, b%4096, o, a0, a1, data[:8], data[-8:]
+           print "{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//4096, b%4096, o, a0, a1, x), data[:8]
         if args.check:
            if not (np.all(data[::2] == 1)):
               print "Error! Real", idx_map[b], o, data[::2]
diff --git a/src/scripts/hera_fake_bda_output.py b/src/scripts/hera_fake_bda_output.py
index 2fd493f2..d1ae7c33 100644
--- a/src/scripts/hera_fake_bda_output.py
+++ b/src/scripts/hera_fake_bda_output.py
@@ -1,3 +1,7 @@
+# Imitate 16 xengs, 2 times, all baselines 
+# Send packets to catcher imitating the output
+# of all the xengs in the chain.
+
 import numpy as np
 import struct
 import socket
@@ -8,74 +12,48 @@
 Nc = 328   # chan
 Nt = 2     # demux
 Ns = 4     # stokes
-udp_ip = '10.20.1.66'
+Nbins = 5  # number of diff integration bins
+udp_ip = '10.80.40.251'
 udp_port = 10000
 
-bdaconfig = np.loadtxt('../bda_config.txt')
+int_bin = {}
+int_bin['baselines'] = {}
+int_bin['data']      = {}
 
-baselines = {}
-for i in range(5):
-    baselines[i] = []
+for n in range(Nbins):
+    int_bin['baselines'][n] = []
+    int_bin['data'][n] = (2**n)*np.ones(1024)
+    int_bin['data'][n][1::2] = -1*(2**n)
 
+# Populate baseline pairs from config file
+bdaconfig = np.loadtxt('../bda_config.txt', dtype=np.int)
 for i,t in enumerate(bdaconfig[:,2]):
-    baselines[int(np.log(t)/np.log(2))].append((bdaconfig[i,0],bdaconfig[i,1]))
+    n = int(np.log(t)/np.log(2))
+    int_bin['baselines'][n].append((bdaconfig[i,0], bdaconfig[i,1]))
+for a in range(Na):
+    int_bin['baselines'][0].append((a,a))
 
-for a0 in range(Na):
-    baselines[1].append((a0,a0))
+sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
 
-bcnt = 0
-mcnt = 0
-cntr = 0
+bcnt = 0; mcnt = 0; ctr = 0
 offset = np.arange(3)
-xeng_id = 0
-
-sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
-sock.bind(('10.20.1.2',8500))
-data = {}
-for i in range(6):
-    data[i] = (2**i)*np.ones(1024)
-    data[i][1::2] = -1*(2**i)
 
-# mcnt, bcnt, offset, ant0, ant1, xeng_id, payload_len
 while True:
-    cntr += 1
-    mcnt = cntr*1024
-    for a0,a1 in baselines[0]:
-        for o in offset:
-            pkt = struct.pack('>1Q2I4H1024i', mcnt, bcnt, o, a0, a1, xeng_id, 4096, *data[0])
-            sock.sendto(pkt, (udp_ip, udp_port))
-            time.sleep(0.001)
-        bcnt += 1
-
-    if (cntr%2 == 0):
-        for a0,a1 in baselines[1]:
-            for o in offset:
-                pkt = struct.pack('>1Q2I4H1024i', mcnt, bcnt, o, a0, a1, xeng_id, 4096, *data[1])
-                sock.sendto(pkt, (udp_ip, udp_port))
-                time.sleep(0.001)
-            bcnt += 1
-      
-    if (cntr%4 == 0):
-        for a0,a1 in baselines[2]:
-            for o in offset:
-                pkt = struct.pack('>1Q2I4H1024i', mcnt, bcnt, o, a0, a1, xeng_id, 4096, *data[2])
-                sock.sendto(pkt, (udp_ip, udp_port))
-                time.sleep(0.001)
-            bcnt += 1
-
-    if (cntr%8 == 0):
-        for a0,a1 in baselines[3]:
-            for o in offset:
-                pkt = struct.pack('>1Q2I4H1024i', mcnt, bcnt, o, a0, a1, xeng_id, 4096, *data[3])
-                sock.sendto(pkt, (udp_ip, udp_port))
-                time.sleep(0.001)
-            bcnt += 1
-
-    if (cntr%16 == 0):
-        for a0,a1 in baselines[4]:
-            for o in offset:
-                pkt = struct.pack('>1Q2I4H1024i', mcnt, bcnt, o, a0, a1, xeng_id, 4096, *data[4])
-                sock.sendto(pkt, (udp_ip, udp_port))
-                time.sleep(0.001)
-            bcnt += 1
-
+    ctr += 2
+    mcnt = ctr 
+    for ns in np.logspace(0, Nbins-1, num=Nbins, base=2, dtype=np.int):
+        if (ctr%ns == 0):
+            print 'Sending: %d'%ns
+            nb = int(np.log(ns)/np.log(2))
+            for (a0,a1) in int_bin['baselines'][nb]:
+                for xeng_id in range(Nx*Nt):
+                    pkt = struct.pack('>1Q2I4H1024i', mcnt+((xeng_id//Nx)*2), bcnt, 0, a0, a1, xeng_id, 4096, *int_bin['data'][nb]);
+                    sock.sendto(pkt, (udp_ip, udp_port))
+                    time.sleep(0.000001)
+                    pkt = struct.pack('>1Q2I4H1024i', mcnt+((xeng_id//Nx)*2), bcnt, 1, a0, a1, xeng_id, 4096, *int_bin['data'][nb]);
+                    sock.sendto(pkt, (udp_ip, udp_port))
+                    time.sleep(0.000001)
+                    pkt = struct.pack('>1Q2I4H1024i', mcnt+((xeng_id//Nx)*2), bcnt, 2, a0, a1, xeng_id, 4096, *int_bin['data'][nb]);
+                    sock.sendto(pkt, (udp_ip, udp_port))
+                    time.sleep(0.000001)
+                bcnt += 1 

From 835e2ffe2f91cdddaab3edbce119dda066a70b97 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Mon, 20 May 2019 19:23:47 +0000
Subject: [PATCH 182/420] delete test print statements

---
 src/hera_fake_gpu_thread.c | 11 -----------
 1 file changed, 11 deletions(-)

diff --git a/src/hera_fake_gpu_thread.c b/src/hera_fake_gpu_thread.c
index ac55d4a8..c718b832 100644
--- a/src/hera_fake_gpu_thread.c
+++ b/src/hera_fake_gpu_thread.c
@@ -89,15 +89,6 @@ static void *fake_gpu_thread_run(hashpipe_thread_args_t * args){
 
     xgpuInfo(&xgpu_info);
     
-    /* Test statements */
-    printf("N_OUTPUT_MATRIX: %d\n",N_OUTPUT_MATRIX);
-    printf("N_INPUTS: %d\n",N_INPUTS);
-    printf("N_ANTS: %d\n",N_ANTS);
-    printf("N_CHAN_PER_X: %d\n",N_CHAN_PER_X);
-    printf("Largest index: %ld\n",regtile_index(N_INPUTS-1,N_INPUTS-1));
-    printf("xgpu.n_station: %d\n",xgpu_info.nstation);
-    printf("xgpu.matLength: %lld\n",xgpu_info.matLength);
-
     while (run_threads()) {
 
         hashpipe_status_lock_safe(&st);
@@ -156,8 +147,6 @@ static void *fake_gpu_thread_run(hashpipe_thread_args_t * args){
         // Setup for next block
         block_idx = (block_idx + 1)%db->header.n_block;
 
-        fprintf(stderr,"Block_id: %d\n",block_idx);
-
         /* Will exit if thread has been cancelled */
         pthread_testcancel();
     }

From 01943b7c2a9e8ce124e071291486b898494b8f3e Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Mon, 20 May 2019 19:41:27 +0000
Subject: [PATCH 183/420] removed test print statements

---
 src/hera_gpu_output_thread.c | 127 +++--------------------------------
 1 file changed, 9 insertions(+), 118 deletions(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index 38053ab2..5b422fd6 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -16,6 +16,7 @@
 #include <sys/types.h>
 #include <errno.h>
 #include <endian.h>
+#include <arpa/inet.h>
 
 #include <xgpu.h>
 
@@ -69,7 +70,7 @@ typedef struct struct_pkt {
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (4 * XENG_CHAN_SUM * 8*OUTPUT_BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (4 * 8*OUTPUT_BYTES_PER_PACKET)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;
@@ -261,8 +262,6 @@ static int init_idx_map()
     return -1;
   }
 
-  fprintf(stderr,"Number of inputs: %d\n",N_INPUTS);
-
   for(a0=0; a0<N_INPUTS/2; a0++) {
     for(a1 = a0; a1<N_INPUTS/2; a1++) {
       //fprintf(stderr, "(%d,%d) Baseline idx: %d Regtile index:%lld \n",
@@ -285,8 +284,6 @@ static int init(struct hashpipe_thread_args *args)
       return -1;
     }
 
-    fprintf(stderr,"I have an index map now!\n");
-
     // Success!
     return 0;
 }
@@ -341,13 +338,11 @@ static int init_buffer(hera_bda_buf_t *bdabuf)
    bdabuf->buf->header.datsize = 0;
 
    for(j=1; j<N_BDA_BINS; j++){
-     //fprintf(stderr,"Bin: %d Baselines: %ld\n", j, bdabuf->baselines_per_bin[j]);
      bdabuf->send[j] = 0;
      intbuf = bdabuf->buf+j;
      intbuf->header.sam    = 0;
      intbuf->header.totsam = pow(2,j);
      intbuf->header.datsize = bdabuf->baselines_per_bin[j]*N_COMPLEX_PER_BASELINE*2*sizeof(uint32_t);
-     fprintf(stderr,"Init: Size of Buf: %d is %llu\n",j,intbuf->header.datsize);
      intbuf->data = malloc(intbuf->header.datsize);     
      if (!intbuf->data)
        return -1;
@@ -368,7 +363,6 @@ static void *run(hashpipe_thread_args_t * args)
    const char * status_key = args->thread_desc->skey;
 
    // Initialize buffers to store averaged baselines
-   fprintf(stderr, "Initializing buffers..\n");
    hera_bda_buf_t bdabuf;
    init_buffer(&bdabuf); 
 
@@ -380,8 +374,6 @@ static void *run(hashpipe_thread_args_t * args)
      .tv_nsec = PACKET_DELAY_NS
    };
 
-   fprintf(stderr, "Created socket\n");
-
    hashpipe_status_lock_safe(&st);
    hgetu4(st.buf, "XID", &xengine_id); // No change if not found
    hputu4(st.buf, "XID", xengine_id);
@@ -398,7 +390,7 @@ static void *run(hashpipe_thread_args_t * args)
 #define stringify(x) stringify2(x)
 
    // Open socket
-   sockfd = open_udp_socket("localhost", stringify(CATCHER_PORT));
+   sockfd = open_udp_socket("catcher", stringify(CATCHER_PORT));
    if(sockfd == -1) {
        hashpipe_error(__FUNCTION__, "error opening socket");
        pthread_exit(NULL);
@@ -434,25 +426,12 @@ static void *run(hashpipe_thread_args_t * args)
    uint32_t nbytes = 0;
    int offset = 0;
    unsigned long long datoffset = 0;
-   int ant0, ant1;
-   int catcher_bl_id = 0;
+   uint16_t ant0, ant1;
    unsigned long long idx_baseline; 
+   int baseline_id;
    off_t idx_regtile;
    hera_int_bin_buf_t *intbuf;
 
-   fprintf(stderr, "Starting main loop...\n");
-
-   /* Test statements */
-   fprintf(stderr,"Total number of bins: %d\n",N_BDA_BINS);
-   for(j=1; j<N_BDA_BINS; j++){
-     fprintf(stderr,"Bin:%d\n",j);
-     intbuf = &(bdabuf.buf[j-1]);
-     fprintf(stderr,"Integration Bin: %d Datsize: %llu\n",j,intbuf->header.datsize);
-   }
-   fprintf(stdout, "Size of packet header: %ld\n",sizeof(pkt.hdr));
-   fprintf(stdout, "Size of matrix: %lld\n", xgpu_info.matLength);
-   fprintf(stdout, "Channels per X-eng: %d\n", N_CHAN_PER_X);
-
    while (run_threads()) {
 
      hashpipe_status_lock_safe(&st);
@@ -497,7 +476,6 @@ static void *run(hashpipe_thread_args_t * args)
        intbuf->header.mcnt = db->block[block_idx].header.mcnt;
 
        if (bdabuf.send[j]){
-         fprintf(stderr,"Bin: %d: Send\n",j);
          pkt.hdr.timestamp = TIMESTAMP(intbuf->header.mcnt);
          offset = 0; nbytes = 0;
          p_out = pkt.data; 
@@ -506,14 +484,13 @@ static void *run(hashpipe_thread_args_t * args)
          for(bl=0; bl<bdabuf.baselines_per_bin[j]; bl++){
            ant0 = bdabuf.ant_pair_0[j][bl];    // ordering set by config file 
            ant1 = bdabuf.ant_pair_1[j][bl]; 
-           pkt.hdr.ant1 = ant1;
-           pkt.hdr.ant0 = ant0;
+           pkt.hdr.ant1 = ANTENNA(ant1);
+           pkt.hdr.ant0 = ANTENNA(ant0);
            idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS); 
            idx_regtile = regtile_idx_map[idx_baseline];
-           //idx_regtile = regtile_index(2*ant0, 2*ant1);
            pkt.hdr.offset = OFFSET(0);
            offset = 0;
-           pkt.hdr.baseline_id = BASELINE_ID(baseline_id++);//BASELINE_ID(idx_baseline);
+           pkt.hdr.baseline_id = BASELINE_ID(baseline_id++);
            
            for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
              // This used to de-interleave channels.  De-interleaving is no longer
@@ -581,20 +558,13 @@ static void *run(hashpipe_thread_args_t * args)
          memset(intbuf->data, 0, intbuf->header.datsize);
           
        }else{
-         fprintf(stderr,"Bin: %d: Copy\n",j);
          for(bl=0; bl<bdabuf.baselines_per_bin[j]; bl++){
            ant0 = bdabuf.ant_pair_0[j][bl]; 
            ant1 = bdabuf.ant_pair_1[j][bl];
-           //fprintf(stderr,"Integration Bin: %d: Baseline Num: %ld  Ants:(%d,%d) \n",j,bl,ant0,ant1);
            idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS); 
            idx_regtile = regtile_idx_map[idx_baseline];
-           //fprintf(stderr,"Integration Bin: %d: baseline_idx: %lld regtile_idx:%lld\n", 
-           //                                  j, idx_baseline, idx_regtile);          
-           //fprintf(stderr, "Integration Bin: %d: Data Offset: %lld Dat Size:%lld\n",
-           //                                  j,datoffset,intbuf->header.datsize);
  
            for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
-             //fprintf(stderr, "Integration: %d: Chan: %d\n", j, casper_chan);
              gpu_chan = casper_chan;
              for(pol=0; pol<N_STOKES; pol++){
                re = pf_re[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
@@ -604,8 +574,7 @@ static void *run(hashpipe_thread_args_t * args)
                intbuf->data[datoffset+1] += -im;
              }
            }
-         } fprintf(stderr,"Baselines processed: %ld Total baselines: %ld\n", 
-                   bl,bdabuf.baselines_per_bin[j]);
+         }
  
         intbuf->header.sam += 1;
         if ((intbuf->header.sam+1) == intbuf->header.totsam)
@@ -653,81 +622,3 @@ static __attribute__((constructor)) void ctor()
   register_hashpipe_thread(&gpu_output_thread);
 }
 
-//     /* ---------------------------------------------------- */
-//     /* Loop through 1-sample baselines and send the packets */
-//     /* ---------------------------------------------------- */
-//       
-//     fprintf(stderr, "Processing 1-sample baselines\n");
-//
-//     // Update header's timestamp for this dump.
-//     pkt.hdr.timestamp = TIMESTAMP(db->block[block_idx].header.mcnt);
-//     pkt.hdr.offset = OFFSET(0);
-//     clock_gettime(CLOCK_MONOTONIC, &pkt_start);
-//
-//     // All stokes are sent in adjacent words
-//     for(bl=0; bl < bdabuf.baselines_per_bin[0]; bl++){
-//       ant0 = bdabuf.ant_pair_0[0][bl];
-//       ant1 = bdabuf.ant_pair_1[0][bl];
-//       idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS);
-//       idx_regtile = regtile_idx_map[idx_baseline];
-//       //idx_regtile = regtile_index(2*ant0, 2*ant1);
-//       pkt.hdr.baseline_id = BASELINE_ID(idx_baseline);
-//       offset = 0;
-//       pkt.hdr.offset = OFFSET(0);
-//
-//       for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
-//         // This used to de-interleave channels.  De-interleaving is no longer
-//         // needed, but we choose to continue maintaining the distinction
-//         // between casper_chan and gpu_chan.
-//         gpu_chan = casper_chan;
-//
-//         for(pol=0; pol<N_STOKES; pol++){
-//           re = pf_re[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
-//           im = pf_im[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
-//           *p_out++ = CONVERT(re);
-//           *p_out++ = CONVERT(-im); // Conjugate to match downstream expectations.
-//           nbytes += 2*sizeof(pktdata_t);
-//
-//           if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
-//             int bytes_sent = send(sockfd, &pkt, 
-//                                   sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0); 
-//
-//             if(bytes_sent == -1){
-//               // Send all packets even if catcher is not listening (i.e. we
-//               // we get a connection refused error), but abort sending this
-//               // dump if we get any other error.
-//               if(errno != ECONNREFUSED){
-//                 perror("send");
-//                 // Update stats
-//                 hashpipe_status_lock_safe(&st);
-//                 hgetu4(st.buf, "OUTDUMPS", &dumps);
-//                 hputu4(st.buf, "OUTDUMPS", ++dumps);
-//                 hputr4(st.buf, "OUTSECS", 0.0);
-//                 hputr4(st.buf, "OUTMBPS", 0.0);
-//                 hashpipe_status_unlock_safe(&st);
-//                 // Break out of both for loops
-//                 goto done_sending;
-//               }
-//             }else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
-//               printf("only sent %d of %lu bytes!!!\n", bytes_sent, 
-//                       sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
-//             }
-//
-//             // Delay to prevent overflowing network TX queue
-//             clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
-//             packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
-//             if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000){
-//               nanosleep(&packet_delay, NULL);
-//             }
-//
-//             // Setup for next packet
-//             p_out = pkt.data;
-//             pkt_start = pkt_stop;
-//             offset++;
-//             pkt.hdr.offset = OFFSET(offset);
-//           } // done sending
-//         } // pol loop
-//       } // chan loop
-//     } // baseline loop
-
-

From 78788d3a3262debf45d214c0972a51aa2d982e50 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Tue, 21 May 2019 14:40:49 -0700
Subject: [PATCH 184/420] Updates for new version of hashpipe

Largely to accommodate pointer type checking with hget8 calls
---
 src/hera_catcher_disk_thread.c |  2 +-
 src/hera_catcher_net_thread.c  | 16 ++++++++--------
 src/hera_pktsock_thread.c      | 16 ++++++++--------
 src/paper_gpu_thread.c         |  2 +-
 4 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 1b4c356b..f3868bdb 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -299,7 +299,7 @@ static hid_t open_hdf5_from_template(char * sourcename, char * destname)
 }
 
 
-#define VERSION_BYTES 32
+#define VERSION_BYTES 128
 static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t, char* tag) {
     hid_t dataset_id;
     hid_t memtype;
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 6ec5fa5d..6cba7a8a 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -494,35 +494,35 @@ static void *run(hashpipe_thread_args_t * args)
 
 	    // Get and put min and max values.  The "get-then-put" allows the
 	    // user to reset the min max values in the status buffer.
-	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+	    hgeti8(st.buf, "NETWATMN", (long *)&status_ns);
 	    status_ns = MIN(min_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMN", status_ns);
 
-            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMN", (long *)&status_ns);
 	    status_ns = MIN(min_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMN", status_ns);
 
-            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMN", (long *)&status_ns);
 	    status_ns = MIN(min_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMN", status_ns);
 
-            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETWATMX", (long *)&status_ns);
 	    status_ns = MAX(max_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMX", status_ns);
 
-            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMX", (long *)&status_ns);
 	    status_ns = MAX(max_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMX", status_ns);
 
-            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMX", (long *)&status_ns);
 	    status_ns = MAX(max_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMX", status_ns);
 
             hputu8(st.buf, "NETPKTS",  pktsock_pkts);
             hputu8(st.buf, "NETDROPS", pktsock_drops);
 
-            hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
-            hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+            hgetu8(st.buf, "NETPKTTL", (long unsigned int*)&pktsock_pkts_total);
+            hgetu8(st.buf, "NETDRPTL", (long unsigned int*)&pktsock_drops_total);
             hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
             hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
 
diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index 9fbdb60d..6c50f817 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -813,35 +813,35 @@ static void *run(hashpipe_thread_args_t * args)
 
 	    // Get and put min and max values.  The "get-then-put" allows the
 	    // user to reset the min max values in the status buffer.
-	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+	    hgeti8(st.buf, "NETWATMN", (long *)&status_ns);
 	    status_ns = MIN(min_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMN", status_ns);
 
-            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMN", (long *)&status_ns);
 	    status_ns = MIN(min_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMN", status_ns);
 
-            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMN", (long *)&status_ns);
 	    status_ns = MIN(min_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMN", status_ns);
 
-            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETWATMX", (long *)&status_ns);
 	    status_ns = MAX(max_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMX", status_ns);
 
-            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMX", (long *)&status_ns);
 	    status_ns = MAX(max_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMX", status_ns);
 
-            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMX", (long *)&status_ns);
 	    status_ns = MAX(max_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMX", status_ns);
 
             hputu8(st.buf, "NETPKTS",  pktsock_pkts);
             hputu8(st.buf, "NETDROPS", pktsock_drops);
 
-            hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
-            hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+            hgetu8(st.buf, "NETPKTTL", (long unsigned int*)&pktsock_pkts_total);
+            hgetu8(st.buf, "NETDRPTL", (long unsigned int*)&pktsock_drops_total);
             hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
             hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
 
diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index d57da480..a0cc2702 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -91,7 +91,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
         hashpipe_status_lock_safe(&st);
         hputs(st.buf, status_key, "waiting");
         hgets(st.buf,  "INTSTAT", 16, integ_status);
-        hgeti8(st.buf, "INTSYNC", (long long*)&start_mcount);
+        hgeti8(st.buf, "INTSYNC", (long int*)&start_mcount);
         hashpipe_status_unlock_safe(&st);
 
         // Wait for new input block to be filled

From 899bb1b12358f41b744994796b77b94a392611ec Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Tue, 21 May 2019 14:44:42 -0700
Subject: [PATCH 185/420] Wait longer for hashpipe redis gateways to come up

---
 src/scripts/xtor_up.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 1df384ba..efdf88be 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -56,7 +56,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
         run_on_hosts([host], ['taskset', cpu_masks[i], 'hashpipe_redis_gateway.rb', '-g', host, '-i', '%d'%i])
 
 # Wait for the gateways to come up
-time.sleep(1)
+time.sleep(3)
 
 # Configure the X-engines as even/odd correlators
 for hn, host in enumerate(hosts):

From 9efa1e903707b625f6e2059cacc98fb0427a79f4 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 29 May 2019 23:08:19 +0000
Subject: [PATCH 186/420] Update sys_handling to cm_sysutils

---
 src/scripts/hera_make_hdf5_template.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index da3bb4d4..b4906fb2 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -65,8 +65,8 @@ def get_ant_names():
     return ["foo"]*352
 
 def get_cm_info():
-    from hera_mc import sys_handling
-    h = sys_handling.Handling()
+    from hera_mc import cm_sysutils
+    h = cm_sysutils.Handling()
     return h.get_cminfo_correlator()
 
 def get_antpos_enu(antpos, lat, lon, alt):

From 7f7fbf05c74308c78ade0e7a6594d527fe8aeabb Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Thu, 30 May 2019 14:38:09 -0700
Subject: [PATCH 187/420] change long long to long int to comply with updated
 hashpipe checks

---
 src/hera_pktsock_thread.c | 22 +++++++++++-----------
 src/paper_gpu_thread.c    |  2 +-
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index 9fbdb60d..63bb2e69 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -76,7 +76,7 @@ static int time_index;
 #if 0
 static void print_pkt_header(packet_header_t * pkt_header) {
 
-    static long long prior_mcnt;
+    static long int prior_mcnt;
 
     printf("packet header : mcnt %012lx (diff from prior %lld) fid %d xid %d\n",
 	   pkt_header->mcnt, pkt_header->mcnt-prior_mcnt, pkt_header->fid, pkt_header->xid);
@@ -167,7 +167,7 @@ static inline void get_header (unsigned char *p_frame, packet_header_t * pkt_hea
     //pkt_counter++;
 #else
     uint64_t raw_header;
-    raw_header = be64toh(*(unsigned long long *)PKT_UDP_DATA(p_frame));
+    raw_header = be64toh(*(unsigned long int *)PKT_UDP_DATA(p_frame));
     // raw header contains value of first time sample, not mcnt, as defined in this code
     //pkt_header->time        = (raw_header >> 27) & ((1L<<37)-1);
     //pkt_header->mcnt        = pkt_header->time >> 5;
@@ -405,7 +405,7 @@ static inline uint64_t process_packet(
 
 #if N_DEBUG_INPUT_BLOCKS == 1
     debug_ptr = (uint64_t *)&paper_input_databuf_p->block[N_INPUT_BLOCKS];
-    debug_ptr[debug_offset++] = be64toh(*(unsigned long long *)PKT_UDP_DATA(p_frame));
+    debug_ptr[debug_offset++] = be64toh(*(unsigned long int *)PKT_UDP_DATA(p_frame));
     if(--debug_remaining == 0) {
 	exit(1);
     }
@@ -813,35 +813,35 @@ static void *run(hashpipe_thread_args_t * args)
 
 	    // Get and put min and max values.  The "get-then-put" allows the
 	    // user to reset the min max values in the status buffer.
-	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+	    hgeti8(st.buf, "NETWATMN", (long int *)&status_ns);
 	    status_ns = MIN(min_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMN", status_ns);
 
-            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMN", (long int *)&status_ns);
 	    status_ns = MIN(min_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMN", status_ns);
 
-            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMN", (long int *)&status_ns);
 	    status_ns = MIN(min_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMN", status_ns);
 
-            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETWATMX", (long int *)&status_ns);
 	    status_ns = MAX(max_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMX", status_ns);
 
-            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMX", (long int *)&status_ns);
 	    status_ns = MAX(max_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMX", status_ns);
 
-            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMX", (long int *)&status_ns);
 	    status_ns = MAX(max_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMX", status_ns);
 
             hputu8(st.buf, "NETPKTS",  pktsock_pkts);
             hputu8(st.buf, "NETDROPS", pktsock_drops);
 
-            hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
-            hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+            hgetu8(st.buf, "NETPKTTL", (long unsigned int*)&pktsock_pkts_total);
+            hgetu8(st.buf, "NETDRPTL", (long unsigned int*)&pktsock_drops_total);
             hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
             hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
 
diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index d57da480..6e2f5b5d 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -91,7 +91,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
         hashpipe_status_lock_safe(&st);
         hputs(st.buf, status_key, "waiting");
         hgets(st.buf,  "INTSTAT", 16, integ_status);
-        hgeti8(st.buf, "INTSYNC", (long long*)&start_mcount);
+        hgeti8(st.buf, "INTSYNC", (long int *)&start_mcount);
         hashpipe_status_unlock_safe(&st);
 
         // Wait for new input block to be filled

From f961ddb55e32ca2fc532166d83f8d2c5b51df855 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Mon, 10 Jun 2019 23:16:22 -0700
Subject: [PATCH 188/420] Packed binary data upfront for faster send datarate

---
 src/scripts/hera_fake_bda_output.py | 61 ++++++++++++++++++++++-------
 1 file changed, 46 insertions(+), 15 deletions(-)

diff --git a/src/scripts/hera_fake_bda_output.py b/src/scripts/hera_fake_bda_output.py
index d1ae7c33..b57dca62 100644
--- a/src/scripts/hera_fake_bda_output.py
+++ b/src/scripts/hera_fake_bda_output.py
@@ -6,15 +6,38 @@
 import struct
 import socket
 import time
+import threading
+
+catcher = "10.10.10.222"
 
 Na = 352   # antennas
 Nx = 16    # xeng
-Nc = 328   # chan
+Nc = 384   # chan
 Nt = 2     # demux
 Ns = 4     # stokes
 Nbins = 5  # number of diff integration bins
-udp_ip = '10.80.40.251'
+udp_ip = catcher #'10.80.40.251'
 udp_port = 10000
+inttimes = np.asarray([1,2,4,8,16])
+
+def send_xeng(xeng_id):
+    print 'Xeng: ', xeng_id
+    sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+    #sock.bind(("10.10.10.5",10000+xeng_id))
+    bcnt = 0; mcnt = 0; ctr = 1;
+    while True:
+        for nb in np.nonzero(np.logical_not(ctr%inttimes))[0]:
+            for (a0,a1) in int_bin['baselines'][nb]:
+                b = mcnt+((xeng_id//Nx)*2)
+                pkt = struct.pack('>1Q2I4H', b, bcnt, 0, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
+                sock.sendto(pkt, (udp_ip, udp_port))
+                pkt = struct.pack('>1Q2I4H', b, bcnt, 1, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
+                sock.sendto(pkt, (udp_ip, udp_port))
+                pkt = struct.pack('>1Q2I4H', b, bcnt, 2, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
+                sock.sendto(pkt, (udp_ip, udp_port))
+            bcnt += 1
+        ctr  += 1
+
 
 int_bin = {}
 int_bin['baselines'] = {}
@@ -22,8 +45,11 @@
 
 for n in range(Nbins):
     int_bin['baselines'][n] = []
-    int_bin['data'][n] = (2**n)*np.ones(1024)
-    int_bin['data'][n][1::2] = -1*(2**n)
+    int_bin['data'][n] = (2**n)*np.ones(1024, dtype=np.int32)
+    int_bin['data'][n][1::2] = -2*(2**n)
+    # convert to binary data for speedup
+    int_bin['data'][n] = np.array(int_bin['data'][n]).byteswap().tostring()
+
 
 # Populate baseline pairs from config file
 bdaconfig = np.loadtxt('../bda_config.txt', dtype=np.int)
@@ -33,27 +59,32 @@
 for a in range(Na):
     int_bin['baselines'][0].append((a,a))
 
-sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+#threads = []
+#for xeng_id in range(16): 
+#    t = threading.Thread(target=send_xeng, args=(xeng_id,))
+#    threads.append(t)
+#    t.start()
 
-bcnt = 0; mcnt = 0; ctr = 0
-offset = np.arange(3)
+#xeng_id = 0
+#send_xeng(xeng_id)
 
+bcnt = 0; mcnt = 0; ctr = 0;
+sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
 while True:
     ctr += 2
     mcnt = ctr 
     for ns in np.logspace(0, Nbins-1, num=Nbins, base=2, dtype=np.int):
         if (ctr%ns == 0):
             print 'Sending: %d'%ns
-            nb = int(np.log(ns)/np.log(2))
+            nb = int(np.log2(ns))
             for (a0,a1) in int_bin['baselines'][nb]:
                 for xeng_id in range(Nx*Nt):
-                    pkt = struct.pack('>1Q2I4H1024i', mcnt+((xeng_id//Nx)*2), bcnt, 0, a0, a1, xeng_id, 4096, *int_bin['data'][nb]);
+                    b = mcnt+((xeng_id//Nx)*2)
+                    pkt = struct.pack('>1Q2I4H', b, bcnt, 0, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
                     sock.sendto(pkt, (udp_ip, udp_port))
-                    time.sleep(0.000001)
-                    pkt = struct.pack('>1Q2I4H1024i', mcnt+((xeng_id//Nx)*2), bcnt, 1, a0, a1, xeng_id, 4096, *int_bin['data'][nb]);
+                    pkt = struct.pack('>1Q2I4H', b, bcnt, 1, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
                     sock.sendto(pkt, (udp_ip, udp_port))
-                    time.sleep(0.000001)
-                    pkt = struct.pack('>1Q2I4H1024i', mcnt+((xeng_id//Nx)*2), bcnt, 2, a0, a1, xeng_id, 4096, *int_bin['data'][nb]);
+                    pkt = struct.pack('>1Q2I4H', b, bcnt, 2, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
                     sock.sendto(pkt, (udp_ip, udp_port))
-                    time.sleep(0.000001)
-                bcnt += 1 
+                bcnt += 1
+

From 4feab2b30af9d49a8ebfda8659f4e247650ca679 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Mon, 10 Jun 2019 23:17:30 -0700
Subject: [PATCH 189/420] Multithread baseline dependent averaging ...

... With a single thread processing BDA and output, the data rate
is set by the 2s cadence of buffers from the GPU thread becoming
available. To take advantage of the 16s cadence that can actually be
achieved, BDA needs to be multithreaded. This commit buffers data until
all baselines have 16s worth of computations, and an output thread that
then sends this data over a larger time period.
---
 src/hera_bda_output_thread.c | 361 ++++++++++++++++++++++++++
 src/hera_gpu_bda_thread.c    | 486 +++++++++++++++++++++++++++++++++++
 2 files changed, 847 insertions(+)
 create mode 100644 src/hera_bda_output_thread.c
 create mode 100644 src/hera_gpu_bda_thread.c

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
new file mode 100644
index 00000000..5c175a5d
--- /dev/null
+++ b/src/hera_bda_output_thread.c
@@ -0,0 +1,361 @@
+/* Output baseline dependent averaged 
+ * data to the network for the catcher
+ * thread to accumulate.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <unistd.h>
+#include <string.h>
+#include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <errno.h>
+#include <endian.h>
+#include <arpa/inet.h>
+
+#include <xgpu.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+
+// Macros for generating values for the pkthdr_t fields
+#define TIMESTAMP(x)      (htobe64((uint64_t)(x)))
+#define BASELINE_ID(x)    (htobe32((uint32_t)(x)))
+#define OFFSET(x)         (htobe32((uint32_t)(x)))
+#define XENG_ID(x)        (htobe16((uint16_t)(x)))
+#define PAYLOAD_LEN(x)    (htobe16((uint16_t)(x)))
+#define ANTENNA(x)        (htobe16((uint16_t)(x)))
+
+#define CONVERT(x)        (htobe32((x)))
+
+//#define PRINT_TEST
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+
+typedef int32_t pktdata_t;
+
+// Structure for packet header
+typedef struct pkthdr {
+  uint64_t timestamp;
+  uint32_t baseline_id;
+  uint32_t offset;
+  uint16_t ant0;
+  uint16_t ant1;
+  uint16_t xeng_id;
+  uint16_t payload_len;
+} pkthdr_t;
+
+// Structure of a packet
+typedef struct struct_pkt {
+  pkthdr_t hdr;
+  pktdata_t data[OUTPUT_BYTES_PER_PACKET/sizeof(pktdata_t)];
+} pkt_t;
+
+// PACKET_DELAY_NS is number of nanoseconds to delay between packets.  This is
+// to prevent overflowing the network interface's TX queue.
+// Keep in mind the total throughput of the network, and also the number
+// of x-engine instances which will be running on each host.
+
+// Note that the below calculations account only for the packet's payload (i.e.
+// it considers the size of the packet header to be negligible).
+//
+// 1000 megabit per second =   1 nanosecond per bit
+//  100 megabit per second =  10 nanosecond per bit
+//   10 megabit per second = 100 nanosecond per bit
+
+// 8 * OUTPUT_BYTES_PER_PACKET == 1 Gbps
+// 4 * 8 * OUTPUT_BYTES_PER_PACKET == 0.25 Gbps
+
+// Set to 200 Mbps -- OK for two instances per node.
+// With 16 nodes, amounts to 6.4 Gbps of data
+#define PACKET_DELAY_NS (8 * OUTPUT_BYTES_PER_PACKET)
+
+// Open and connect a UDP socket to the given host and port.  Note that port is
+// a string and can be a stringified integer (e.g. "7148") or a service name
+// (e.g. "ntp").  Returns -1 on error, otherwise a valid descriptor for an open
+// and connected socket.
+static int
+open_udp_socket(const char *host, const char *port)
+{
+    struct addrinfo hints;
+    struct addrinfo *result, *rp;
+    int s, sfd=-1;
+
+    // Obtain address(es) matching host/port
+
+    memset(&hints, 0, sizeof(struct addrinfo));
+    hints.ai_family = AF_INET;
+    hints.ai_socktype = SOCK_DGRAM;
+    hints.ai_flags = 0;
+    hints.ai_protocol = 0;
+
+    s = getaddrinfo(host, port, &hints, &result);
+    if (s != 0) {
+        hashpipe_error("getaddrinfo", gai_strerror(s));
+        return -1;
+    }
+
+    // getaddrinfo() returns a list of address structures.
+    // Try each address until we successfully connect(2).
+    // If socket(2) (or connect(2)) fails, we (close the socket
+    // and) try the next address.
+
+    for (rp = result; rp != NULL; rp = rp->ai_next) {
+        sfd = socket(rp->ai_family, rp->ai_socktype, rp->ai_protocol);
+
+        if (sfd == -1) {
+            continue;
+        }
+
+        if (connect(sfd, rp->ai_addr, rp->ai_addrlen) != -1) {
+            break; // Success
+        }
+
+        close(sfd);
+        sfd = -1;
+    }
+
+    freeaddrinfo(result);
+
+#ifdef PRINT_TEST
+    // Print send buffer size
+    int bufsize;
+    unsigned int bufsizesize = sizeof(bufsize);
+    getsockopt(sfd, SOL_SOCKET, SO_SNDBUF, &bufsize, &bufsizesize);
+    printf("send buffer size is %d\n", bufsize);
+#endif
+
+    return sfd;
+}
+
+static void *run(hashpipe_thread_args_t * args)
+{
+   // Local aliases to shorten access to args fields
+   // Our input buffer happens to be a paper_ouput_databuf
+   hera_bda_databuf_t *db = (hera_bda_databuf_t *)args->ibuf;
+   hashpipe_status_t st = args->st;
+   const char * status_key = args->thread_desc->skey;
+
+   // Setup socket and message structures
+   int sockfd;
+   unsigned int xengine_id = 0;
+   struct timespec packet_delay = {
+     .tv_sec = 0,
+     .tv_nsec = PACKET_DELAY_NS
+   };
+
+   hashpipe_status_lock_safe(&st);
+   hgetu4(st.buf, "XID", &xengine_id); // No change if not found
+   hputu4(st.buf, "XID", xengine_id);
+   hputu4(st.buf, "OUTDUMPS", 0);
+   hashpipe_status_unlock_safe(&st);
+
+   fprintf(stderr,"Opening socket, starting main loop..\n");
+
+   pkt_t pkt;
+   pkt.hdr.xeng_id = XENG_ID(xengine_id);
+   pkt.hdr.payload_len = PAYLOAD_LEN(OUTPUT_BYTES_PER_PACKET);
+
+   // TODO Get catcher hostname and port from somewhere
+
+#define stringify2(x) #x
+#define stringify(x) stringify2(x)
+
+   // Open socket
+   sockfd = open_udp_socket("10.10.10.222",stringify(CATCHER_PORT)); //"catcher", stringify(CATCHER_PORT));
+   if(sockfd == -1) {
+       hashpipe_error(__FUNCTION__, "error opening socket");
+       pthread_exit(NULL);
+   }
+
+#ifdef TEST_INDEX_CALCS
+    int i, j;
+    off_t o;
+    for(i=0; i<32; i++) {
+      for(j=i; j<32; j++) {
+        regtile_index(2*i, 2*j);
+      }
+    }
+    for(i=0; i<32; i++) {
+      for(j=i; j<32; j++) {
+        o = baseline_index(2*i, 2*j, N_INPUTS);
+        fprintf(stdout, "%d, %d, %d, %ld\n", i, j, (int) o, 
+                                    (long int)regtile_idx_map[o]);
+      }
+    }
+#endif
+
+   /* Main loop */
+   int rv;
+   unsigned int dumps = 0;
+   int block_idx = 0;
+   struct timespec start, stop;
+   uint32_t nbytes = 0;
+   int chan;
+   unsigned long bl;
+   int i,j,p;
+   struct timespec pkt_start, pkt_stop;
+   int offset = 0;
+   uint16_t ant0, ant1;
+   int baseline_id = 0;
+   hera_bda_block_t *buf;
+   unsigned int n_samples;
+   uint64_t datoffset;
+
+   while (run_threads()) {
+
+     hashpipe_status_lock_safe(&st);
+     hputs(st.buf, status_key, "waiting");
+     hashpipe_status_unlock_safe(&st);
+
+     // Wait for new block to be filled
+     while ((rv = hera_bda_databuf_wait_filled(db, block_idx))
+           != HASHPIPE_OK) {
+       if (rv==HASHPIPE_TIMEOUT) {
+           hashpipe_status_lock_safe(&st);
+           hputs(st.buf, status_key, "blocked");
+           hashpipe_status_unlock_safe(&st);
+           continue;
+       } else {
+           hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
+           pthread_exit(NULL);
+           break;
+       }
+     }
+
+     clock_gettime(CLOCK_MONOTONIC, &start);
+     nbytes = 0;
+
+     // Note processing status, current input block
+     hashpipe_status_lock_safe(&st);
+     hputs(st.buf, status_key, "processing");
+     hputi4(st.buf, "OUTBLKIN", block_idx);
+     hputu4(st.buf, "OUTBCNT",  baseline_id/N_BASELINES_BDA);
+     hashpipe_status_unlock_safe(&st);
+     
+     buf = &(db->block[block_idx]); 
+     pktdata_t *p_out = pkt.data;
+
+     /* -------------------------------------------- */
+     /* Loop through baselines and send the packets  */
+     /* -------------------------------------------- */
+
+     for(j=0; j<N_BDABUF_BINS; j++){ //intbuf loop
+
+         n_samples = N_MAX_INTTIME/(1<<j);
+     #ifdef PRINT_TEST
+         fprintf(stderr,"Sending buffer: %d\n", j);         
+     #endif
+         offset = 0;
+         clock_gettime(CLOCK_MONOTONIC, &pkt_start);
+ 
+         for(bl=0; bl< buf->header[j].baselines; bl++){
+           ant0 = buf->header[j].ant_pair_0[bl];    // ordering set by config file 
+           ant1 = buf->header[j].ant_pair_1[bl]; 
+           pkt.hdr.ant1 = ANTENNA(ant1);
+           pkt.hdr.ant0 = ANTENNA(ant0);
+
+           for(i=0; i<n_samples; i++){ // Number of time samples of one baseline
+
+             pkt.hdr.baseline_id = BASELINE_ID(baseline_id++); //free running cntr like mcnt
+             pkt.hdr.timestamp = TIMESTAMP(buf->header[j].mcnt[i]);
+             offset = 0;
+           
+             for(chan=0; chan<N_CHAN_PER_X; chan+= CHAN_PER_CATCHER_PKT){
+
+             #ifdef PRINT_TEST
+               //fprintf(stderr,"Bin:%d\tBaseline:%ld\tSample:%d\tChan:%d\n",j,bl,i,chan);
+             #endif
+
+               pkt.hdr.offset = OFFSET(offset);
+               datoffset = 0;
+               //datoffset = hera_bda_buf_data_offset(n_samples, i, bl, offset);
+               // //memcpy(&pkt.data, &(buf->data[j][datoffset]), OUTPUT_BYTES_PER_PACKET);
+               for(p=0; p<OUTPUT_BYTES_PER_PACKET/sizeof(pktdata_t); p++){
+                 *p_out++ = CONVERT(buf->data[j][datoffset+p]);
+               }
+
+               int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0); 
+               nbytes += bytes_sent;
+
+               if(bytes_sent == -1){
+                 // Send all packets even if catcher is not listening (i.e. we
+                 // we get a connection refused error), but abort sending this
+                 // dump if we get any other error.
+                 if(errno != ECONNREFUSED){
+                   perror("send");
+                   // Update stats
+                   hashpipe_status_lock_safe(&st);
+                   hgetu4(st.buf, "OUTDUMPS", &dumps);
+                   hputu4(st.buf, "OUTDUMPS", ++dumps);
+                   hputr4(st.buf, "OUTSECS", 0.0);
+                   hputr4(st.buf, "OUTMBPS", 0.0);
+                   hashpipe_status_unlock_safe(&st);
+                   // Break out of both for loops
+                   goto done_sending;
+                 }
+               }else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
+                 printf("only sent %d of %lu bytes!!!\n", bytes_sent, 
+                         sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
+               }
+
+               // Delay to prevent overflowing network TX queue
+               clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
+               packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
+               if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000){
+                 nanosleep(&packet_delay, NULL);
+               }
+               
+               // Setup for next packet
+               p_out = pkt.data;
+               pkt_start = pkt_stop;
+               offset++;
+             } // chan
+           } // samples
+         } // baseline
+     } // end intbuf loop
+
+     clock_gettime(CLOCK_MONOTONIC, &stop);
+
+     hashpipe_status_lock_safe(&st);
+     hgetu4(st.buf, "OUTDUMPS", &dumps);
+     hputu4(st.buf, "OUTDUMPS", ++dumps);
+     hputu4(st.buf, "OUTBYTES", nbytes);
+     hputr4(st.buf, "OUTSECS", (float)ELAPSED_NS(start,stop)/1e9);
+     hputr4(st.buf, "OUTMBPS", (1e3*8*nbytes)/ELAPSED_NS(start,stop));
+     hashpipe_status_unlock_safe(&st);
+
+done_sending:
+
+     // Mark block as free
+     hera_bda_databuf_set_free(db, block_idx);
+
+     // Setup for next block
+     block_idx = (block_idx + 1) % db->header.n_block;
+
+     /* Will exit if thread has been cancelled */
+     pthread_testcancel();
+  }
+
+    // Thread success!
+    return NULL;
+}
+
+static hashpipe_thread_desc_t bda_output_thread = {
+    name: "hera_bda_output_thread",
+    skey: "OUTSTAT",
+    init: NULL,
+    run:  run,
+    ibuf_desc: {hera_bda_databuf_create},
+    obuf_desc: {NULL}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&bda_output_thread);
+}
diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
new file mode 100644
index 00000000..4296ed18
--- /dev/null
+++ b/src/hera_gpu_bda_thread.c
@@ -0,0 +1,486 @@
+/* Takes the output from the GPU and 
+ * averages over time for the shorter 
+ * baselines according to a config file.
+ * Output is stored in CASPER ordered 
+ * shared memory segments.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <unistd.h>
+#include <string.h>
+#include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <errno.h>
+#include <endian.h>
+#include <arpa/inet.h>
+
+#include <xgpu.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+
+#define LOG(x)           ((uint32_t)(log((x))/log(2))) // yields msb loc
+#define CHECK_PWR2(x)    (!((x)&((x)-1)))
+
+//#define PRINT_TEST
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+typedef struct {
+    uint32_t baselines;
+    int *ant_pair_0;
+    int *ant_pair_1;
+} bda_info_t;
+
+static XGPUInfo xgpu_info;
+static bda_info_t binfo[N_BDABUF_BINS];
+
+// Computes the triangular index of an (i,j) pair as shown here...
+// NB: Output is valid only if i >= j.
+//
+//      i=0  1  2  3  4..
+//     +---------------
+// j=0 | 00 01 03 06 10
+//   1 |    02 04 07 11
+//   2 |       05 08 12
+//   3 |          09 13
+//   4 |             14
+//   :
+static inline off_t tri_index(const int i, const int j)
+{
+  return (i * (i+1))/2 + j;
+}
+
+// regtile_chan_length is the number of complex cross products per channel for
+// the xGPU register tile order correlator output format with N_INPUTS.
+// NB: N_INPUTS = N_STATION * N_POL
+#define REGTILE_CHAN_LENGTH (4 * 4 * N_INPUTS/4 * (N_INPUTS/4+1) / 2)
+static inline size_t regtile_chan_length()
+{
+  // Four cross products for each quadrant of 4 input x 4 input tile
+  return REGTILE_CHAN_LENGTH;
+}
+
+// Returns index into the GPU's register tile ordered output buffer for the
+// real component of the cross product of inputs in0 and in1.  Note that in0
+// and in1 are input indexes (i.e. 0 based) and often represent antenna and
+// polarization by passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx
+// and pol_idx are also 0 based).  Return value is valid if in1 >= in0.  The
+// corresponding imaginary component is located xgpu_info.matLength words after
+// the real component.
+static off_t regtile_index(const int in0, const int in1)
+{
+  const int a0 = in0 >> 1;
+  const int a1 = in1 >> 1;
+  const int p0 = in0 & 1;
+  const int p1 = in1 & 1;
+  const int num_words_per_cell = 4;
+
+  // Index within a quadrant
+  const int quadrant_index = tri_index(a1/2, a0/2);
+  // Quadrant for this input pair
+  const int quadrant = 2*(a0&1) + (a1&1);
+  // Size of quadrant
+  const int quadrant_size = (xgpu_info.nstation/2 + 1) * xgpu_info.nstation/4;
+  // Index of cell (in units of cells)
+  const int cell_index = quadrant*quadrant_size + quadrant_index;
+  //printf("%s: in0=%d, in1=%d, a0=%d, a1=%d, cell_index=%d\n", __FUNCTION__, in0, in1, a0, a1, cell_index);
+  // Pol offset
+  const int pol_offset = 2*p1 + p0;
+  // Word index (in units of words (i.e. floats) of real component
+  const int index = (cell_index * num_words_per_cell) + pol_offset;
+  return index;
+}
+
+// Returns index into a CASPER ordered buffer for the real component of the
+// cross product of inputs in0 and in1.  Note that in0 and in1 are input
+// indexes (i.e. 0 based) and often represent antenna and polarization by
+// passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx ad pol_idx are
+// also 0 based).  Return value is valid if in1 >= in0.  The corresponding
+// imaginary component is located in the word immediately following the real
+// component.  A casper ordered buffer consists of four complex values for each
+// pair of input pairs.  Thus, the number of complex values in a casper ordered
+// buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
+
+// For integration buffers, change the ordering to baselines x channels x stokes
+// to make it easier to send the packets after integration.
+
+/*  Each baseline (i.e, ant pair) needs a unique index for encoding the  
+ *  baseline both while packetization and while building the integration
+ *  buffers. The baseline index function below is an adaption of the 
+ *  CASPER index without accounting for the size of each cell or the 
+ *  stokes parameters.
+ */ 
+
+/*  The integration buffer location for each baseline is obtained by  
+ *  multiplying the baseline_index with:
+ *  (words_per_cell = 8) * (num_chan_per_x = 384)
+ *  Pol offset = 2* (2*(p0^p1) + p0)
+ */
+static int baseline_index(const int in0, const int in1, const int n)
+{ 
+  const int a0 = in0 >> 1; 
+  const int a1 = in1 >> 1;
+  const int delta = a1-a0;
+  const int nant_2 = (n/2) / 2;
+
+  // Three cases: top triangle, middle rectangle, bottom triangle
+  const int triangle_size = ((nant_2 + 1) * nant_2)/2;
+  const int middle_rect_offset = triangle_size;
+  const int last_cell_offset = 4*middle_rect_offset - nant_2 - 1;
+  int cell_index;
+
+  if(delta > nant_2) {
+    // bottom triangle
+    cell_index = last_cell_offset - tri_index(nant_2-2-a0, (n/2)-1-a1);
+  } else if (a1 < (n/2)/2) {
+    // top triangle
+    cell_index = tri_index(a1, a0);
+  } else {
+    // middle rectangle
+    cell_index = middle_rect_offset + (a1-nant_2)*(nant_2+1) + (nant_2-delta);
+  }
+
+  return cell_index;
+}
+  
+// Redefine casper ordering to place channels next to each other (since 
+// buffers are packetized this way. Thus, the number of complex values 
+// per baselines are: 4 stokes * N_CHAN_PER_X 
+// Total buffersize: 4 * N_CHAN_PER_X * (N/2 * (N/2 + 1)) / 2
+#define N_CASPER_COMPLEX_PER_BASELINE  (N_STOKES * N_CHAN_PER_X)
+
+// Lookup table mapping baseline_idx to regtile_idx
+static off_t *regtile_idx_map;
+
+static int init_idx_map()
+{
+  int a0, a1;
+  regtile_idx_map = (off_t *)malloc(N_BASELINES * sizeof(off_t));
+  if(!regtile_idx_map) {
+    return -1;
+  }
+
+  for(a0=0; a0<N_INPUTS/2; a0++) {
+    for(a1 = a0; a1<N_INPUTS/2; a1++) {
+      //fprintf(stderr, "(%d,%d) Baseline idx: %d Regtile index:%lld \n",
+      //        a0,a1,baseline_index(2*a0, 2*a1, N_INPUTS), regtile_index(2*a0, 2*a1));
+      regtile_idx_map[baseline_index(2*a0, 2*a1, N_INPUTS)] = regtile_index(2*a0, 2*a1);
+    }
+  }
+  return 0;
+}
+
+static int init_bda_info(bda_info_t *binfo){
+   FILE *fp;
+   int j, a0, a1, inttime, bin;
+   uint32_t blctr[] = {0,0,0,0,0};
+
+   if((fp=fopen("bda_config.txt","r")) == NULL){
+      printf("Cannot open the configuration file.\n");
+      exit(1);
+   }
+   while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
+      if((inttime == 0) || !CHECK_PWR2(inttime)){
+        printf("(%d,%d): Samples to integrate not power of 2!\n",a0,a1);
+        exit(1);
+      }
+      blctr[LOG(inttime)]+=1;
+   }
+   blctr[0] += N_ANTS;
+
+   for(j=0; j<N_BDABUF_BINS; j++){ 
+     binfo[j].baselines = blctr[j];
+     blctr[j] = 0;
+   }
+   binfo[N_BDABUF_BINS-1].baselines += blctr[N_BDABUF_BINS]; // 32sec considered as 16sec integration
+
+   // malloc for storing ant pairs
+   for(j=0; j<N_BDABUF_BINS; j++){
+     binfo[j].ant_pair_0 = (int *)malloc(binfo[j].baselines * sizeof(int));
+     binfo[j].ant_pair_1 = (int *)malloc(binfo[j].baselines * sizeof(int));
+   }
+   rewind(fp); //re-read antpairs to store them
+   while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
+     bin = LOG(inttime); if(bin>=N_BDABUF_BINS) bin=N_BDABUF_BINS-1;
+     binfo[bin].ant_pair_0[blctr[bin]] = a0;
+     binfo[bin].ant_pair_1[blctr[bin]++] = a1;
+     //fprintf(stderr,"Bin: %d Ctr: %d\n", bin, blctr[bin]);
+   }
+   fclose(fp);
+
+   // Include the autos
+   for(a0=0;a0<N_ANTS;a0++){
+     binfo[0].ant_pair_0[blctr[0]] = a0;
+     binfo[0].ant_pair_1[blctr[0]++] = a0;
+   }
+
+#ifdef PRINT_TEST
+   fprintf(stderr,"Finished loading config file. Allocating memory..\n");
+   
+   for(j=0; j<N_BDABUF_BINS; j++){
+     fprintf(stderr,"init_binfo(): Bin:%d\tBaselines:%d\n",j, binfo[j].baselines);
+     //for(i=0; i<binfo[j].baselines;i++){
+     //  fprintf(stderr,"%d \t",binfo[j].ant_pair_0[i]);
+     //}
+   }
+#endif
+
+   // Success!   
+   return 0; 
+} 
+
+/* Initialize the header with config params in binfo */
+static int init_bda_block_header(hera_bda_block_t *bdablk){
+   int i,j;
+
+   for(j=0; j<N_BDABUF_BINS; j++){
+     bdablk->header[j].baselines = binfo[j].baselines;
+#ifdef PRINT_TEST
+   fprintf(stderr, "init_bda_block_header(): Bin: %d Baselines: %ld\n", j, bdablk->header[j].baselines);
+#endif
+     for(i=0; i<binfo[j].baselines; i++){
+       //fprintf(stderr, "%d\t", i);
+       bdablk->header[j].ant_pair_0[i] = binfo[j].ant_pair_0[i];
+       bdablk->header[j].ant_pair_1[i] = binfo[j].ant_pair_1[i];
+     }
+     bdablk->header[j].sample = 0;
+     bdablk->header[j].datsize = N_MAX_INTTIME/(1<<j) * bdablk->header[j].baselines * N_COMPLEX_PER_BASELINE * 2 * sizeof(uint32_t);
+   }
+ 
+   return 0; 
+}
+
+static int init(struct hashpipe_thread_args *args)
+{   
+   // Get sizing parameters
+   xgpuInfo(&xgpu_info);
+   //bytes_per_dump = xgpu_info.triLength * sizeof(Complex);
+   //packets_per_dump = bytes_per_dump / OUTPUT_BYTES_PER_PACKET;
+   //printf("bytes_per_dump = %lu\n", bytes_per_dump);
+
+   if(init_idx_map()) {
+     return -1;
+   }
+
+   // Initialize binfo with config file params
+   init_bda_info(binfo); 
+
+   // Allocate memory to the output data blocks based on the config file
+   int blk_id,j;
+   hera_bda_databuf_t *odb = (hera_bda_databuf_t *)args->obuf;
+   hera_bda_block_t *buf;   
+
+   for(blk_id=0; blk_id < odb->header.n_block; blk_id++){
+     for(j=0; j<N_BDABUF_BINS; j++){
+       buf = &(odb->block[blk_id]);
+       buf->header[j].ant_pair_0 = (int *) malloc(binfo[j].baselines * sizeof(int));
+       buf->header[j].ant_pair_1 = (int *) malloc(binfo[j].baselines * sizeof(int));
+     }
+     
+     init_bda_block_header(buf);
+
+     //for(j=0; j<N_BDABUF_BINS; j++){ 
+     //  fprintf(stderr,"Bin:%d\tBaselines:%ld\tBin Size:%ld\n",
+     //          j, buf->header[j].baselines,
+     //          buf->header[j].datsize);
+     //}
+
+     for(j=0; j<N_BDABUF_BINS; j++){
+       buf->data[j] = malloc(buf->header[j].datsize);
+       if(!buf->data[j])
+         return -1;
+       memset(buf->data[j], 0, buf->header[j].datsize);
+     }
+   }
+
+   // Success!
+   return 0;
+}
+
+static void *run(hashpipe_thread_args_t * args)
+{
+   // Local aliases to shorten access to args fields
+   // Our input buffer happens to be a paper_ouput_databuf
+   paper_output_databuf_t *idb = (paper_output_databuf_t *)args->ibuf;
+   hera_bda_databuf_t *odb = (hera_bda_databuf_t *)args->obuf;
+   hashpipe_status_t st = args->st;
+   const char *status_key = args->thread_desc->skey;
+
+   fprintf(stderr,"Initializing BDA buffers..\n");
+
+   /* Main loop */
+   int rv;
+   uint64_t total_baselines = 0;
+   int curblock_in = 0;
+   int curblock_out = 0;
+   struct timespec start, stop;
+   int casper_chan, gpu_chan;
+   uint64_t bl;
+   int j,pol;
+   unsigned long long datoffset = 0;
+   uint16_t ant0, ant1;
+   unsigned long long idx_baseline; 
+   off_t idx_regtile;
+   hera_bda_block_t *buf;
+   int32_t re, im;    //pktdata_t is 32bits
+   static uint64_t sample = 0;
+   uint16_t sample_loc;
+
+   for(j=0; j<N_BDABUF_BINS;j++)
+      total_baselines += N_MAX_INTTIME/(1<<j) * binfo[j].baselines; 
+
+#ifdef PRINT_TEST
+   fprintf(stderr,"Number of antennas:%d\n",N_ANTS);
+   fprintf(stderr,"Number of channels per X-Eng: %d\n",N_CHAN_PER_X);
+   fprintf(stderr,"Number of baselines stored in a buffer: %ld\n", total_baselines);
+#endif
+
+   while (run_threads()) {
+
+     hashpipe_status_lock_safe(&st);
+     hputs(st.buf, status_key, "waiting");
+     hashpipe_status_unlock_safe(&st);
+
+     // Wait for new block to be filled
+     while ((rv=paper_output_databuf_wait_filled(idb, curblock_in))
+           != HASHPIPE_OK) {
+       if (rv==HASHPIPE_TIMEOUT) {
+           hashpipe_status_lock_safe(&st);
+           hputs(st.buf, status_key, "blocked");
+           hashpipe_status_unlock_safe(&st);
+           continue;
+       } else {
+           hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
+           pthread_exit(NULL);
+           break;
+       }
+     }
+
+     if (sample%N_MAX_INTTIME == 0){
+        // Wait for new output block to be free
+        while ((rv=hera_bda_databuf_wait_free(odb, curblock_out)) != HASHPIPE_OK) {
+            if (rv==HASHPIPE_TIMEOUT) {
+                hashpipe_status_lock_safe(&st);
+                hputs(st.buf, status_key, "blocked");
+                hashpipe_status_unlock_safe(&st);
+                continue;
+            } else {
+                hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+                pthread_exit(NULL);
+                break;
+            }
+        }
+        // Init header of newly acquired block
+        init_bda_block_header(&(odb->block[curblock_out]));
+        for(j=0; j<N_BDABUF_BINS; j++) 
+          memset(odb->block[curblock_out].data[j], 0, odb->block[curblock_out].header[j].datsize);
+     }
+
+     clock_gettime(CLOCK_MONOTONIC, &start);
+
+     #ifdef PRINT_TEST
+     fprintf(stderr,"Sample: %ld\t GPU Block In: %d\t BDA Block Out: %d\n",
+                    sample, curblock_in, curblock_out);
+     #endif
+
+     // Note processing status, current input block
+     hashpipe_status_lock_safe(&st);
+     hputs(st.buf, status_key, "processing");
+     hputi4(st.buf, "BDABLKIN", curblock_in);
+     hputi4(st.buf, "BDABLKOUT", curblock_out);
+     hashpipe_status_unlock_safe(&st);
+     
+     /* -------------------------------------------------- */
+     /* Loop through baselines and add/buffer the packets  */
+     /* -------------------------------------------------- */
+
+     buf = &(odb->block[curblock_out]); 
+     int32_t *pf_re  = idb->block[curblock_in].data;
+     int32_t *pf_im  = idb->block[curblock_in].data + xgpu_info.matLength;
+     
+     for(j=0; j<N_BDABUF_BINS; j++){ //intbuf loop
+
+       #ifdef PRINT_TEST
+          fprintf(stderr,"Sample: %ld\t Processing buffer: %d\n",sample, j);
+       #endif
+
+       sample_loc = (sample/(1<<j))%(N_MAX_INTTIME/(1<<j));
+       buf->header[j].mcnt[sample_loc] = idb->block[curblock_in].header.mcnt;
+          
+       for(bl=0; bl< buf->header[j].baselines; bl++){
+         //fprintf(stderr,"Bin:%d, 2**j:%d\n",j,(1<<j));
+         ant0 = buf->header[j].ant_pair_0[bl]; 
+         ant1 = buf->header[j].ant_pair_1[bl];
+         idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS); 
+         idx_regtile = regtile_idx_map[idx_baseline];
+ 
+         for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
+           gpu_chan = casper_chan;
+           for(pol=0; pol<N_STOKES; pol++){
+             re = pf_re[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
+             im = pf_im[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
+             //datoffset = 0;
+             datoffset = hera_bda_buf_data_idx(N_MAX_INTTIME/(1<<j), sample_loc, bl, gpu_chan, pol);
+             //fprintf(stderr,"Offset: %ld\tReal:%d\tImag:%d\n",datoffset,re,im);
+             buf->data[j][datoffset] += re;
+             buf->data[j][datoffset+1] += -im;
+             //fprintf(stderr,"Offset: %lld\tReal:%d\tImag:%d\n",datoffset,buf->data[j][datoffset],buf->data[j][datoffset+1]);
+           }
+           //fprintf(stderr,"bl:%ld\tchan:%d\toffset:%lld\n",bl,casper_chan,datoffset);
+         }
+
+         #ifdef PRINT_TEST
+            //fprintf(stderr,"bl:%ld\toffset:%lld\n",bl,datoffset);
+         #endif
+       }
+    
+     } // intbuf
+
+     sample++; 
+
+     clock_gettime(CLOCK_MONOTONIC, &stop);
+
+     hashpipe_status_lock_safe(&st);
+     hputu4(st.buf, "BDASAMP", sample);
+     hputr4(st.buf, "BDASECS", (float)ELAPSED_NS(start,stop)/1e9);
+     hputr4(st.buf, "BDAMBPS", (float)(total_baselines*N_CHAN_PER_X*N_STOKES*8*1e3)/ELAPSED_NS(start,stop));
+     hashpipe_status_unlock_safe(&st);
+
+     // Mark input databuf as free and advance
+     paper_output_databuf_set_free(idb, curblock_in);
+     curblock_in = (curblock_in + 1) % idb->header.n_block;
+
+     if(sample%N_MAX_INTTIME == 0){
+       // Mark output databuf as filled as advance
+       hera_bda_databuf_set_filled(odb, curblock_out);
+       curblock_out = (curblock_out + 1) % odb->header.n_block;
+     }
+
+     /* Will exit if thread has been cancelled */
+     pthread_testcancel();
+  }
+
+    // Thread success!
+    return NULL;
+}
+
+static hashpipe_thread_desc_t gpu_bda_thread = {
+    name: "hera_gpu_bda_thread",
+    skey: "BDASTAT",
+    init: init,
+    run:  run,
+    ibuf_desc: {paper_output_databuf_create},
+    obuf_desc: {hera_bda_databuf_create}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&gpu_bda_thread);
+}
+

From 0ea7f8563a2704fbf57b7cfb5c0ee3ce418ae4d1 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Mon, 10 Jun 2019 23:21:25 -0700
Subject: [PATCH 190/420] improved debugging statements

---
 src/hera_gpu_output_thread.c | 79 ++++++++++++++++++++++++++++++------
 1 file changed, 67 insertions(+), 12 deletions(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index 5b422fd6..52e09b97 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -23,7 +23,7 @@
 #include "hashpipe.h"
 #include "paper_databuf.h"
 
-#define LOG(x)           ((int)(log((x))/log(2))) // yields msb loc
+#define LOG(x)           ((uint32_t)(log((x))/log(2))) // yields msb loc
 #define CHECK_PWR2(x)    (!((x)&((x)-1)))
 
 // Macros for generating values for the pkthdr_t fields
@@ -36,6 +36,8 @@
 
 #define CONVERT(x)        (htobe32((x)))
 
+//#define PRINT_TEST
+
 typedef int32_t pktdata_t;
 static XGPUInfo xgpu_info;
 
@@ -70,7 +72,7 @@ typedef struct struct_pkt {
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (4 * 8*OUTPUT_BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (4 * 8 * OUTPUT_BYTES_PER_PACKET)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;
@@ -124,7 +126,7 @@ open_udp_socket(const char *host, const char *port)
 
     freeaddrinfo(result);
 
-#if 0
+#ifdef PRINT_TEST
     // Print send buffer size
     int bufsize;
     unsigned int bufsizesize = sizeof(bufsize);
@@ -293,9 +295,12 @@ static int init_buffer(hera_bda_buf_t *bdabuf)
    // Load baseline averaging params from config file
    FILE *fp;  
    int j, bin, a0, a1, inttime;
-   unsigned long ctr[N_BDA_BINS] = {0,0,0,0,0};
+   unsigned long long ctr[N_BDA_BINS] = {0,0,0,0,0};
    hera_int_bin_buf_t *intbuf;
 
+   for(j=0;j<N_BDA_BINS;j++){ 
+     bdabuf->baselines_per_bin[j] = 0;
+   }
    // count baselines in each bin   
    if((fp=fopen("bda_config.txt","r")) == NULL){
       printf("Cannot open the configuration file.\n");
@@ -306,11 +311,27 @@ static int init_buffer(hera_bda_buf_t *bdabuf)
         printf("(%d,%d): Samples to integrate not power of 2!\n",a0,a1);
         exit(1);
       }
-      bdabuf->baselines_per_bin[LOG(inttime)]++;
+      bdabuf->baselines_per_bin[LOG(inttime)]+=1;
+      //switch(inttime){
+      //  case  1: bdabuf->baselines_per_bin[0]++; break;
+      //  case  2: bdabuf->baselines_per_bin[1]++; break;
+      //  case  4: bdabuf->baselines_per_bin[2]++; break;
+      //  case  8: bdabuf->baselines_per_bin[3]++; break;
+      //  case 16: bdabuf->baselines_per_bin[4]++; break;
+      //  default: printf("(%d,%d): Samples to integrate not power of 2!\n",a0,a1); exit(1);
+      //}
    }
 
    // Include autos for the no-integration baselines
-   bdabuf->baselines_per_bin[0] += N_ANTS;
+   bdabuf->baselines_per_bin[0] += N_ANTS; 
+
+#ifdef PRINT_TEST
+   fprintf(stderr,"Finished loading config file. Allocating memory..\n");
+   
+   for(j=0; j<N_BDA_BINS; j++){
+     fprintf(stderr,"Bin:%d\tBaselines:%lld\n",j,bdabuf->baselines_per_bin[j]);
+   }
+#endif
 
    // malloc for storing ant pairs
    for(j=0; j<N_BDA_BINS; j++){
@@ -348,6 +369,13 @@ static int init_buffer(hera_bda_buf_t *bdabuf)
        return -1;
      memset(intbuf->data, 0, intbuf->header.datsize);
    }
+
+   for(j=1;j<N_BDA_BINS;j++){ 
+     fprintf(stderr,"Bin:%d\tBaselines:%lld\tBin Size:%lld\n",
+             j,bdabuf->baselines_per_bin[j],
+             bdabuf->buf[j].header.datsize);
+   }
+
 return 1;
 }
 
@@ -356,12 +384,15 @@ return 1;
 
 static void *run(hashpipe_thread_args_t * args)
 {
+
    // Local aliases to shorten access to args fields
    // Our input buffer happens to be a paper_ouput_databuf
    paper_output_databuf_t *db = (paper_output_databuf_t *)args->ibuf;
    hashpipe_status_t st = args->st;
    const char * status_key = args->thread_desc->skey;
 
+   fprintf(stderr,"Initializing BDA buffers..\n");
+
    // Initialize buffers to store averaged baselines
    hera_bda_buf_t bdabuf;
    init_buffer(&bdabuf); 
@@ -380,6 +411,8 @@ static void *run(hashpipe_thread_args_t * args)
    hputu4(st.buf, "OUTDUMPS", 0);
    hashpipe_status_unlock_safe(&st);
 
+   fprintf(stderr,"Opening socket, starting main loop..\n");
+
    pkt_t pkt;
    pkt.hdr.xeng_id = XENG_ID(xengine_id);
    pkt.hdr.payload_len = PAYLOAD_LEN(OUTPUT_BYTES_PER_PACKET);
@@ -390,7 +423,7 @@ static void *run(hashpipe_thread_args_t * args)
 #define stringify(x) stringify2(x)
 
    // Open socket
-   sockfd = open_udp_socket("catcher", stringify(CATCHER_PORT));
+   sockfd = open_udp_socket("10.10.10.222",stringify(CATCHER_PORT)); //"catcher", stringify(CATCHER_PORT));
    if(sockfd == -1) {
        hashpipe_error(__FUNCTION__, "error opening socket");
        pthread_exit(NULL);
@@ -415,23 +448,28 @@ static void *run(hashpipe_thread_args_t * args)
 
    /* Main loop */
    int rv;
-   int casper_chan, gpu_chan;
-   unsigned long bl;
-   int j,pol;
    unsigned int dumps = 0;
    int block_idx = 0;
    struct timespec start, stop;
+   uint32_t nbytes = 0;
+   int casper_chan, gpu_chan;
+   unsigned long bl;
+   int j,pol;
    struct timespec pkt_start, pkt_stop;
    pktdata_t re, im;    //pktdata_t is 32bits
-   uint32_t nbytes = 0;
    int offset = 0;
    unsigned long long datoffset = 0;
    uint16_t ant0, ant1;
    unsigned long long idx_baseline; 
-   int baseline_id;
+   int baseline_id = 0;
    off_t idx_regtile;
    hera_int_bin_buf_t *intbuf;
 
+#ifdef PRINT_TEST
+   fprintf(stderr,"Number of antennas:%d\n",N_ANTS);
+   fprintf(stderr,"Number of channels per X-Eng: %d\n",N_CHAN_PER_X);
+#endif
+
    while (run_threads()) {
 
      hashpipe_status_lock_safe(&st);
@@ -472,10 +510,18 @@ static void *run(hashpipe_thread_args_t * args)
      /* ------------------------------------------------ */
 
      for(j=0; j<N_BDA_BINS; j++){ //intbuf loop
+
+       fprintf(stderr,"Processing buffer: %d\n",j);
+
        intbuf = &(bdabuf.buf[j]);
        intbuf->header.mcnt = db->block[block_idx].header.mcnt;
 
        if (bdabuf.send[j]){
+
+#ifdef PRINT_TEST
+     fprintf(stderr,"Sending buffer: %d\n", j);         
+#endif
+
          pkt.hdr.timestamp = TIMESTAMP(intbuf->header.mcnt);
          offset = 0; nbytes = 0;
          p_out = pkt.data; 
@@ -558,6 +604,10 @@ static void *run(hashpipe_thread_args_t * args)
          memset(intbuf->data, 0, intbuf->header.datsize);
           
        }else{
+
+#ifdef PRINT_TEST
+     fprintf(stderr,"Copying buffer: %d\n", j);         
+#endif
          for(bl=0; bl<bdabuf.baselines_per_bin[j]; bl++){
            ant0 = bdabuf.ant_pair_0[j][bl]; 
            ant1 = bdabuf.ant_pair_1[j][bl];
@@ -573,7 +623,12 @@ static void *run(hashpipe_thread_args_t * args)
                intbuf->data[datoffset] += re;
                intbuf->data[datoffset+1] += -im;
              }
+             //fprintf(stderr,"bl:%ld\tchan:%d\toffset:%lld\n",bl,casper_chan,datoffset);
            }
+
+#ifdef PRINT_TEST
+           fprintf(stderr,"bl:%ld\toffset:%lld\n",bl,datoffset);
+#endif
          }
  
         intbuf->header.sam += 1;

From 628b9a3f2b8d31fdb7e4068295eaf10cadaf76f1 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Mon, 10 Jun 2019 23:27:22 -0700
Subject: [PATCH 191/420] check packet ordering for BDA stuff

---
 src/scripts/hera_check_catcher_bda.py | 79 +++++++++++++++++++++++++++
 1 file changed, 79 insertions(+)
 create mode 100644 src/scripts/hera_check_catcher_bda.py

diff --git a/src/scripts/hera_check_catcher_bda.py b/src/scripts/hera_check_catcher_bda.py
new file mode 100644
index 00000000..2232a330
--- /dev/null
+++ b/src/scripts/hera_check_catcher_bda.py
@@ -0,0 +1,79 @@
+# BDA
+# Check packet structure and contents in test mode
+
+import numpy as np
+import struct
+import socket
+import argparse 
+
+Nbins = 5               # number of diff integration bins
+Na = 352                # antennas
+N_bl_per_block = 16384  # baselines within each block
+
+parser = argparse.ArgumentParser(description='Test packet format and contents for BDA',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+
+parser.add_argument('--host', type=str, default="127.0.0.1",
+                     help='Host to capture data')
+parser.add_argument('-p', dest='port', type=int, default=10000,
+                     help='Host port to receive data')
+parser.add_argument('-n', dest='n_inputs', type=int, default=704,
+                     help='Nant*Npol that xGPU has been configured')
+parser.add_argument('-v', dest='verbose', action='store_true', default=False,
+                     help='Print some contents of each packet')
+parser.add_argument('-c', dest='check', action='store_true', default=False,
+                     help='Check the packet contents')
+
+args = parser.parse_args()
+
+# mcnt, bcnt, offset, ant0, ant1, xeng_id, payload_len
+def decode_packet(packet):
+   p = struct.unpack('>1Q2I4H1024i', packet)
+   time, bcnt, offset, ant0, ant1, xeng_id, payload_len = p[0:7]
+   data = np.asarray(p[7:])
+   return time, bcnt, offset, ant0, ant1, xeng_id, payload_len, data
+
+int_bin = {}
+int_bin['baselines'] = {}
+int_bin['data']      = {}
+
+for n in range(Nbins):
+    int_bin['baselines'][n] = []
+    int_bin['data'][n] = (2**n)*np.ones(1024)
+    int_bin['data'][n][1::2] = -2*(2**n)
+
+# 32 sec integrations are only 16sec now
+int_bin['data'][4] = (2**3)*np.ones(1024)
+int_bin['data'][4][1::2] = -2*(2**3)
+
+bdaconfig = np.loadtxt('../bda_config.txt', dtype=np.int)
+for i,t in enumerate(bdaconfig[:,2]):
+    n = int(np.log(t)/np.log(2))
+    int_bin['baselines'][n].append((bdaconfig[i,0], bdaconfig[i,1]))
+for a in range(Na):
+    int_bin['baselines'][0].append((a,a))
+
+
+sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+sock.bind((args.host, args.port))
+
+errors = 0
+packets = 0
+
+while True:
+    try:
+        pkt, addr = sock.recvfrom(4120) # buffer size is 1024 bytes
+        packets += 1
+        t,b,o,a0,a1,x,l,data = decode_packet(pkt)
+        if args.verbose:
+           print "{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//16384, b%16384, o, a0, a1, x), data[:8]
+        if args.check:
+           n = [y for y,v in int_bin['baselines'].items() if (a0,a1) in v][0]
+           if not (np.all(data == int_bin['data'][n])):
+              print "Error!", int_bin['data'][n][:8], o, n, data[:8]
+              errors += 1
+    except(KeyboardInterrupt):
+       print("")
+       print("Total number of packets captured: %d"%packets)
+       print("Total number of errors: %d"%errors)
+       break

From c13c25ef7ae36b9adad04efd59829e812cfd9bd5 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Mon, 10 Jun 2019 23:28:03 -0700
Subject: [PATCH 192/420] databuf changes for multithreaded BDA buffers

---
 src/paper_databuf.c |  30 ++++++++++
 src/paper_databuf.h | 132 +++++++++++++++++++++++++++++++++-----------
 2 files changed, 131 insertions(+), 31 deletions(-)

diff --git a/src/paper_databuf.c b/src/paper_databuf.c
index ce9ed424..13cece11 100644
--- a/src/paper_databuf.c
+++ b/src/paper_databuf.c
@@ -229,6 +229,15 @@ hashpipe_databuf_t *paper_gpu_input_databuf_create(int instance_id, int databuf_
 
 hashpipe_databuf_t *paper_output_databuf_create(int instance_id, int databuf_id)
 {
+#ifdef DEBUG_SEMS
+    // Init clock variables
+    if(databuf_id==1) {
+        clock_gettime(CLOCK_MONOTONIC, &start);
+        now.tv_sec = start.tv_sec;
+        now.tv_nsec = start.tv_nsec;
+    }
+#endif
+
     /* Calc databuf sizes */
     size_t header_size = sizeof(hashpipe_databuf_t)
                        + sizeof(hashpipe_databuf_cache_alignment);
@@ -238,3 +247,24 @@ hashpipe_databuf_t *paper_output_databuf_create(int instance_id, int databuf_id)
     return hashpipe_databuf_create(
         instance_id, databuf_id, header_size, block_size, n_block);
 }
+
+hashpipe_databuf_t *hera_bda_databuf_create(int instance_id, int databuf_id)
+{
+#ifdef DEBUG_SEMS
+    // Init clock variables
+    if(databuf_id==1) {
+        clock_gettime(CLOCK_MONOTONIC, &start);
+        now.tv_sec = start.tv_sec;
+        now.tv_nsec = start.tv_nsec;
+    }
+#endif
+
+    /* Calc databuf sizes */
+    size_t header_size = sizeof(hashpipe_databuf_t)
+                       + sizeof(hashpipe_databuf_cache_alignment);
+    size_t block_size  = sizeof(hera_bda_block_t);
+    int    n_block = N_BDABUF_BLOCKS;
+
+    return hashpipe_databuf_create(
+        instance_id, databuf_id, header_size, block_size, n_block);
+}
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index cc0adcb8..84721f18 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -232,7 +232,7 @@ typedef struct paper_gpu_input_databuf {
 
 typedef struct paper_output_header {
   uint64_t mcnt;
-  uint64_t flags[(N_CHAN_PER_X+63)/64];
+  uint64_t flags[(N_CHAN_PER_X+63) /64];
 } paper_output_header_t;
 
 typedef uint8_t paper_output_header_cache_alignment[
@@ -256,42 +256,46 @@ typedef struct paper_output_databuf {
  */
 
 #define N_BASELINES               (N_ANTS * (N_ANTS + 1)/2)
-#define N_CROSSPRODS              (N_ANTS * (N_ANTS - 1)/2)
 #define N_COMPLEX_PER_BASELINE    (N_STOKES * N_CHAN_PER_X)
-#define N_BDA_BINS                       5        
+#define N_BASELINES_BDA           (8*387 + 4*1533 + 2*7168 + 21571 + 30768) // (((N_ANTS-2)*(N_ANTS-1)/2) + 2)
+
+#define N_BDABUF_BLOCKS 2
+#define N_BDABUF_BINS   4
+#define N_MAX_INTTIME   8  // The longest baselines are collected for 8 time samples
 
 // integration bin indexing
-#define hera_int_bin_buf_data_idx(b, c, p) \
-  ((((b) * N_CHAN_PER_X * N_STOKES) + ((c) * N_STOKES) + (p)) * 2)
+#define hera_bda_buf_data_idx(l, s, b, c, p) \
+  ((((l)*(b)*N_CHAN_PER_X*N_STOKES)+((s)*N_CHAN_PER_X*N_STOKES)+((c)*N_STOKES)+(p))*2)
 
 
 typedef struct hera_bda_header{
-  uint64_t mcnt;        // mcnt of the first time sample in the data
-  int sam;
-  int totsam;           // number of time samples to be added (from config file)
-  unsigned long long datsize;     // size of buffer (from no. baselines)
+  uint64_t mcnt[8];               // mcnt of the first time sample in the data
+  uint64_t datsize;               // size of buffer (from no. baselines)
+  int sample;
+  uint64_t baselines;
+  int *ant_pair_0;
+  int *ant_pair_1; 
 } hera_bda_header_t;
 
 typedef uint8_t hera_bda_header_cache_alignment[
   CACHE_ALIGNMENT - (sizeof(hera_bda_header_t)%CACHE_ALIGNMENT)
 ];
 
-typedef struct hera_int_bin_buf{
-  hera_bda_header_t header;
+typedef struct hera_bda_block{
+  hera_bda_header_t header[N_BDABUF_BINS];
   hera_bda_header_cache_alignment padding;
-  uint32_t *data;
-} hera_int_bin_buf_t;
+  uint32_t *data[N_BDABUF_BINS];
+} hera_bda_block_t;
+
+typedef struct hera_bda_databuf{
+  hashpipe_databuf_t header;
+  hashpipe_databuf_cache_alignment padding;
+  hera_bda_block_t block[N_BDABUF_BLOCKS];
+} hera_bda_databuf_t;
 
-typedef struct hera_bda_buf{
-  int *ant_pair_0[N_BDA_BINS];
-  int *ant_pair_1[N_BDA_BINS];
-  unsigned long int baselines_per_bin[N_BDA_BINS];
-  char send[N_BDA_BINS];         // 0 - don't packetize, 1 - ready for sending
-  hera_int_bin_buf_t buf[N_BDA_BINS];
-} hera_bda_buf_t;
 
 /*
- * CATCHER BUFFER STRUCTURES
+ * CATCHER BUFFER STRUCTURES     
  */
 
 #define CATCHER_N_BLOCKS        4
@@ -300,14 +304,18 @@ typedef struct hera_bda_buf{
 #define OUTPUT_BYTES_PER_PACKET (4096)
 #define CATCHER_CHAN_SUM        1
 #define N_STOKES                4
-#define BASELINES_PER_BLOCK     16384
+#define BASELINES_PER_BLOCK     4096
+
+#define CHAN_PER_CATCHER_PKT   (OUTPUT_BYTES_PER_PACKET/(N_STOKES * 8L))                    // 128
+#define PACKETS_PER_BASELINE   (N_CHAN_TOTAL/CHAN_PER_CATCHER_PKT)                          //  48
+#define PACKETS_PER_BL_PER_X   (PACKETS_PER_BASELINE/N_XENGINES_PER_TIME)                   //   3
+#define PACKETS_PER_BLOCK      (BASELINES_PER_BLOCK * TIME_DEMUX * PACKETS_PER_BASELINE)    // 1572864
 
-#define CHAN_PER_CATCHER_PKT   (OUTPUT_BYTES_PER_PACKET/(N_STOKES * 8L))
-#define PACKETS_PER_BASELINE   (N_CHAN_TOTAL/CHAN_PER_CATCHER_PKT)
-#define PACKETS_PER_BL_PER_X   (PACKETS_PER_BASELINE/N_XENGINES_PER_TIME)
-#define PACKETS_PER_BLOCK      (BASELINES_PER_BLOCK * TIME_DEMUX * PACKETS_PER_BASELINE)
+#define BYTES_PER_BLOCK        (PACKETS_PER_BLOCK * OUTPUT_BYTES_PER_PACKET)                // 6GB
+
+#define hera_bda_buf_data_offset(l, s, b, o) \
+  ((((l)*(b)*N_CHAN_PER_X*N_STOKES)+((s)*N_CHAN_PER_X*N_STOKES)+((o)*CHAN_PER_CATCHER_PKT*N_STOKES))*2)
 
-#define BYTES_PER_BLOCK        (PACKETS_PER_BLOCK * OUTPUT_BYTES_PER_PACKET)        
 
 //entries_per_block = (BASELINES_PER_BLOCK * N_CHAN_TOTAL * TIME_DEMUX * N_STOKES)
 
@@ -334,7 +342,7 @@ typedef struct hera_bda_buf{
 
 typedef struct hera_catcher_input_header{
   uint64_t good_data;
-  uint64_t bcnt;                             // starting value of baseline_id for this block
+  uint32_t bcnt[BASELINES_PER_BLOCK];        // starting value of baseline_id for this block
   uint64_t mcnt[BASELINES_PER_BLOCK];        // times are diff for each baseline 
   uint16_t ant_pair_0[BASELINES_PER_BLOCK];  // list of antennas in this block
   uint16_t ant_pair_1[BASELINES_PER_BLOCK]; 
@@ -357,9 +365,10 @@ typedef struct hera_catcher_input_databuf {
   hera_catcher_input_block_t block[CATCHER_N_BLOCKS];
 } hera_catcher_input_databuf_t;
 
-//#define XENG_CHAN_SUM 4
-//#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL/XENG_CHAN_SUM * (N_INPUTS * ((N_INPUTS>>1) + 1)))
-//#define VIS_MATRIX_ENTRIES_PER_CHAN (N_INPUTS * ((N_INPUTS>>1) + 1))
+#define XENG_CHAN_SUM 1
+#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL/XENG_CHAN_SUM * (N_INPUTS * ((N_INPUTS>>1) + 1)))
+#define VIS_MATRIX_ENTRIES_PER_CHAN (N_INPUTS * ((N_INPUTS>>1) + 1))
+
 //#define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
 
 /*
@@ -511,6 +520,67 @@ static inline int paper_gpu_input_databuf_set_filled(paper_gpu_input_databuf_t *
     return hashpipe_databuf_set_filled((hashpipe_databuf_t *)d, block_id);
 }
 
+/*
+ * BASELINE DEPENDENT AVERAGING BUFFER FUNCTIONS
+ */
+
+hashpipe_databuf_t *hera_bda_databuf_create(int instance_id, int databuf_id);
+
+static inline void hera_bda_databuf_clear(hera_bda_databuf_t *d)
+{
+    hashpipe_databuf_clear((hashpipe_databuf_t *)d);
+}
+
+static inline hera_bda_databuf_t *hera_bda_databuf_attach(int instance_id, int databuf_id)
+{
+    return (hera_bda_databuf_t *)hashpipe_databuf_attach(instance_id, databuf_id);
+}
+
+static inline int hera_bda_databuf_detach(hera_bda_databuf_t *d)
+{
+    return hashpipe_databuf_detach((hashpipe_databuf_t *)d);
+}
+
+static inline int hera_bda_databuf_block_status(hera_bda_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_block_status((hashpipe_databuf_t *)d, block_id);
+}
+
+static inline int hera_bda_databuf_total_status(hera_bda_databuf_t *d)
+{
+    return hashpipe_databuf_total_status((hashpipe_databuf_t *)d);
+}
+
+static inline int hera_bda_databuf_wait_free(hera_bda_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_wait_free((hashpipe_databuf_t *)d, block_id);
+}
+
+static inline int hera_bda_databuf_busywait_free(hera_bda_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_busywait_free((hashpipe_databuf_t *)d, block_id);
+}
+
+static inline int hera_bda_databuf_wait_filled(hera_bda_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_wait_filled((hashpipe_databuf_t *)d, block_id);
+}
+
+static inline int hera_bda_databuf_busywait_filled(hera_bda_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_busywait_filled((hashpipe_databuf_t *)d, block_id);
+}
+
+static inline int hera_bda_databuf_set_free(hera_bda_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_set_free((hashpipe_databuf_t *)d, block_id);
+}
+
+static inline int hera_bda_databuf_set_filled(hera_bda_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_set_filled((hashpipe_databuf_t *)d, block_id);
+}
+
 /*
  * OUTPUT BUFFER FUNCTIONS
  */

From 906989b48c70aa094ee8073715847de5f63bfec6 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 12 Jun 2019 17:22:51 -0700
Subject: [PATCH 193/420] Make fluff multithreaded

---
 src/paper_fluff.c         | 45 +++++++++++++++++++++++++++++++++++++--
 src/paper_fluff.h         |  2 +-
 src/scripts/paper_init.sh |  8 +++----
 src/scripts/xtor_up.py    |  2 +-
 4 files changed, 49 insertions(+), 8 deletions(-)

diff --git a/src/paper_fluff.c b/src/paper_fluff.c
index c44fd9d8..d555a477 100644
--- a/src/paper_fluff.c
+++ b/src/paper_fluff.c
@@ -34,11 +34,25 @@ typedef union {
  * This code isn't generic anymore, it assumes that Nt = 2. Sometimes the variable Nt is used to provide
  * hints about what might need changing for different Nt values.
 */
-int paper_fluff(const uint64_t const * const in, uint64_t * out)
+
+struct data {
+    uint64_t * in;
+    uint64_t * out;
+    int n_threads;
+    int thread_id;
+};
+
+void paper_fluff_threaded(void *args)
 {
   //uint64_t v0, v1, v2, v3;
   //vec_t in0, in1, in2, in3;
   //vec_t v0, v1, v2, v3;
+  struct data *d = args;
+  uint64_t *in = d->in;
+  uint64_t *out = d->out;
+  int n_threads = d->n_threads;
+  int thread_id = d->thread_id;
+
   int m, c, a, j, k, nn, mm, wa, wc, rn, i;
 
   __m256i int0, int1, int2, int3, outx, outy;
@@ -73,7 +87,7 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
    */
 
   // First loop is over time/4 (i.e., mcounts in steps of 2)
-  for(m=0; m<Nm; m=m+(4/Nt)) { //dealing with 4 time samples, which come from two m-addresses
+  for(m=thread_id*4/Nt; m<Nm; m=m+(n_threads*4/Nt)) { //dealing with 4 time samples, which come from two m-addresses
     // Second loop over antennas, loading 4 each iteration
     for(a=0; a<Na; a=a+4) {
       // Third loop over channels, loading 8 in each iteration
@@ -303,6 +317,33 @@ int paper_fluff(const uint64_t const * const in, uint64_t * out)
   }
   // Return number of 64 bit words fluffed
   //return Nm*Na*2*N_WORD128_PER_PACKET;
+  //return N_BYTES_PER_BLOCK >> 3;
+}
+
+
+#define N_THREADS 2
+int paper_fluff(uint64_t * in, uint64_t * out)
+{
+  int i;
+  struct data args[N_THREADS];
+  pthread_t threads[N_THREADS];
+
+  for (i=0; i<N_THREADS; i++) {
+    args[i].in = in;
+    args[i].out = out;
+    args[i].n_threads = N_THREADS;
+    args[i].thread_id = i;
+  }
+
+  for(i=0; i<N_THREADS; i++){
+    if (pthread_create(&threads[i], NULL, (void *)&paper_fluff_threaded, (void *)(&args[i]))) {
+        fprintf(stderr, "Failed to create fluff thread %d\n", i);
+    }
+  }
+  for(i=0; i<N_THREADS; i++){
+    pthread_join(threads[i], NULL);
+  }
+    
   return N_BYTES_PER_BLOCK >> 3;
 }
 
diff --git a/src/paper_fluff.h b/src/paper_fluff.h
index 10635078..5bc4f6d3 100644
--- a/src/paper_fluff.h
+++ b/src/paper_fluff.h
@@ -1,6 +1,6 @@
 #include "paper_databuf.h"
 
-int paper_fluff(const uint64_t const * const in, uint64_t * out);
+int paper_fluff(uint64_t * in, uint64_t * out);
 
 int paper_fluff_lut(const uint64_t const * const in, uint64_t * out);
 
diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index 5e5f2201..52227492 100755
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -133,8 +133,8 @@ case ${hostname} in
     instances=( 
       #                               GPU       NET FLF GPU OUT
       # mask  bind_host               DEV  XID  CPU CPU CPU CPU
-      "0x00ff eth3                     0  $xid0  0   1   2   3" # Instance 0, eth3
-      "0xff00 eth5                     1  $xid1  8   9   10  11" # Instance 1, eth5
+      "0x00ff eth3                     0  $xid0  0   0x0006   3   4" # Instance 0, eth3
+      "0xff00 eth5                     1  $xid1  8   0x0600   9  12" # Instance 1, eth5
     );;
 
   *)
@@ -172,7 +172,7 @@ function init() {
     -o GPUDEV=$gpudev \
     -o XID=$xid \
     -c $netcpu hera_pktsock_thread \
-    -c $flfcpu paper_fluff_thread \
+    -m $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
     -c $outcpu hera_gpu_output_thread
 
@@ -182,7 +182,7 @@ function init() {
     -o GPUDEV=$gpudev \
     -o XID=$xid \
     -c $netcpu hera_pktsock_thread \
-    -c $flfcpu paper_fluff_thread \
+    -m $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
     -c $outcpu hera_gpu_output_thread \
      < /dev/null \
diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 1df384ba..3eb53471 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -56,7 +56,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
         run_on_hosts([host], ['taskset', cpu_masks[i], 'hashpipe_redis_gateway.rb', '-g', host, '-i', '%d'%i])
 
 # Wait for the gateways to come up
-time.sleep(1)
+time.sleep(5)
 
 # Configure the X-engines as even/odd correlators
 for hn, host in enumerate(hosts):

From c6f00fb86bf0384b5d1da0887ab80fc043377d2c Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 13 Jun 2019 00:47:31 +0000
Subject: [PATCH 194/420] Manual merge of ibv version

---
 src/scripts/xtor_up.py | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 3eb53471..3ddc0168 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -7,6 +7,7 @@
 
 perf_tweaker = 'tweak-perf.sh'
 paper_init = 'paper_init.sh'
+paper_init_ibv = 'paper_init_ibv.sh'
 
 def run_on_hosts(hosts, cmd, user=None, wait=True):
     if isinstance(cmd, str):
@@ -32,6 +33,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Number of pipeline instances per host')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
+parser.add_argument('--ibverbs', dest='ibverbs', action='store_true', default=False,
+                    help='Use the IB Verbs netthread. Experimental!')
 
 args = parser.parse_args()
 hosts = args.hosts # Too lazy to keey typing this
@@ -47,7 +50,10 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     run_on_hosts(hosts, perf_tweaker, user='root', wait=True)
 
 # Start X-Engines
-run_on_hosts(hosts, [paper_init, '0', '1'], wait=True) # two instances per host 
+if args.ibverbs:
+    run_on_hosts(hosts, [paper_init_ibv, '0', '1'], wait=True) # two instances per host
+else:
+    run_on_hosts(hosts, [paper_init, '0', '1'], wait=True) # two instances per host
 
 # Start hashpipe<->redis gateways
 cpu_masks = ['0x0080', '0x8000']
@@ -56,7 +62,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
         run_on_hosts([host], ['taskset', cpu_masks[i], 'hashpipe_redis_gateway.rb', '-g', host, '-i', '%d'%i])
 
 # Wait for the gateways to come up
-time.sleep(5)
+time.sleep(3)
 
 # Configure the X-engines as even/odd correlators
 for hn, host in enumerate(hosts):

From d4f67f4808dae2dbb5fbfd189e19c43658b76e82 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 13 Jun 2019 01:14:43 +0000
Subject: [PATCH 195/420] Make fluff CPU use affinity mask

---
 src/scripts/paper_init_ibv.sh | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/scripts/paper_init_ibv.sh b/src/scripts/paper_init_ibv.sh
index 93216dd5..c5d698fc 100755
--- a/src/scripts/paper_init_ibv.sh
+++ b/src/scripts/paper_init_ibv.sh
@@ -133,8 +133,8 @@ case ${hostname} in
     instances=( 
       #                               GPU       NET FLF GPU OUT
       # mask  bind_host               DEV  XID  CPU CPU CPU CPU
-      "0x00ff eth3                     0  $xid0  0   1   2   3" # Instance 0, eth3
-      "0xff00 eth5                     1  $xid1  9   10   11  12" # Instance 1, eth5
+      "0x00ff eth3                     0  $xid0  0   0x0006   3   4" # Instance 0, eth3
+      "0xff00 eth5                     1  $xid1  8   0x0600   9  12" # Instance 1, eth5
     );;
 
   *)
@@ -172,7 +172,7 @@ function init() {
     -o GPUDEV=$gpudev \
     -o XID=$xid \
     -c $netcpu hera_ibv_thread \
-    -c $flfcpu paper_fluff_thread \
+    -m $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
     -c $outcpu hera_gpu_output_thread
 
@@ -182,7 +182,7 @@ function init() {
     -o GPUDEV=$gpudev \
     -o XID=$xid \
     -c $netcpu hera_ibv_thread \
-    -c $flfcpu paper_fluff_thread \
+    -m $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
     -c $outcpu hera_gpu_output_thread \
      < /dev/null \

From d541fafee389ca31ed07ab29feec6fb7be48b44c Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 13 Jun 2019 01:15:09 +0000
Subject: [PATCH 196/420] Create IBV rules from dest port, not source port

---
 src/hera_ibv_thread.c | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/src/hera_ibv_thread.c b/src/hera_ibv_thread.c
index 63de1efb..91672dbd 100644
--- a/src/hera_ibv_thread.c
+++ b/src/hera_ibv_thread.c
@@ -602,9 +602,11 @@ static void *run(hashpipe_thread_args_t * args)
     struct hashpipe_ibv_recv_pkt * hibv_rpkt;
     struct hashpipe_ibv_recv_pkt * curr_rpkt;
     char ifname[IFNAMSIZ];
+    int bindport;
 
     hashpipe_status_lock_safe(&st);
     hgets(st.buf, "BINDHOST", IFNAMSIZ, ifname);
+    hgeti4(st.buf, "BINDPORT", &bindport);
     hashpipe_status_unlock_safe(&st);
 
     strncpy(hibv_ctx.interface_name, ifname, IFNAMSIZ);
@@ -622,10 +624,8 @@ static void *run(hashpipe_thread_args_t * args)
     printf("max_qp_wr=%u\n", hibv_ctx.dev_attr.max_qp_wr);
 
     // Subscribe to RX flows
-    int src_port = 8511;
-    printf("udp ucast flow\n");
     if(hashpipe_ibv_flow(&hibv_ctx, 0, IBV_FLOW_SPEC_UDP,
-          hibv_ctx.mac, NULL, 0, 0, 0, 0, src_port, 0)) {
+          hibv_ctx.mac, NULL, 0, 0, 0, 0, 0, bindport)) {
       hashpipe_error(__FUNCTION__, "Failed to configure IBV flow rule");
     }
 
@@ -696,7 +696,6 @@ static void *run(hashpipe_thread_args_t * args)
     initialize_block(db, N_TIME_PER_BLOCK*TIME_DEMUX + time_index);
 
     /* Read network params */
-    int bindport = 8511;
     // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
     size_t expected_packet_size = N_BYTES_PER_PACKET + 8 + UDP_PAYLOAD_OFFSET; // Inc. Eth/IP/UDP headers
 

From 1a3dc6c1e5e3547d8fe3f0d8d039470452ddd8b6 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 12 Jun 2019 18:28:19 +0000
Subject: [PATCH 197/420] Fix double use of cores

---
 src/scripts/paper_init.sh     | 2 +-
 src/scripts/paper_init_ibv.sh | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index 52227492..a61892bb 100755
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -134,7 +134,7 @@ case ${hostname} in
       #                               GPU       NET FLF GPU OUT
       # mask  bind_host               DEV  XID  CPU CPU CPU CPU
       "0x00ff eth3                     0  $xid0  0   0x0006   3   4" # Instance 0, eth3
-      "0xff00 eth5                     1  $xid1  8   0x0600   9  12" # Instance 1, eth5
+      "0xff00 eth5                     1  $xid1  8   0x0600  11  12" # Instance 1, eth5
     );;
 
   *)
diff --git a/src/scripts/paper_init_ibv.sh b/src/scripts/paper_init_ibv.sh
index c5d698fc..8aa5b776 100755
--- a/src/scripts/paper_init_ibv.sh
+++ b/src/scripts/paper_init_ibv.sh
@@ -134,7 +134,7 @@ case ${hostname} in
       #                               GPU       NET FLF GPU OUT
       # mask  bind_host               DEV  XID  CPU CPU CPU CPU
       "0x00ff eth3                     0  $xid0  0   0x0006   3   4" # Instance 0, eth3
-      "0xff00 eth5                     1  $xid1  8   0x0600   9  12" # Instance 1, eth5
+      "0xff00 eth5                     1  $xid1  8   0x0600  11  12" # Instance 1, eth5
     );;
 
   *)

From 2664c622eff04a8234c852eff59811a26a31216e Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 12 Jun 2019 15:50:47 -0700
Subject: [PATCH 198/420] Support ibverbs as a netthread option.

Use the `ibverbs` flag with xtor_up.py

It's awesome. Thanks Dave.
---
 src/Makefile.am               |   6 +-
 src/hera_ibv_thread.c         | 909 ++++++++++++++++++++++++++++++++++
 src/scripts/paper_init_ibv.sh | 220 ++++++++
 src/scripts/xtor_up.py        |   8 +-
 4 files changed, 1141 insertions(+), 2 deletions(-)
 create mode 100644 src/hera_ibv_thread.c
 create mode 100755 src/scripts/paper_init_ibv.sh

diff --git a/src/Makefile.am b/src/Makefile.am
index a7a449ab..28ec7e37 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -27,6 +27,7 @@ paper_threads = paper_fake_net_thread.c       \
 		paper_gpu_thread.c            \
 		paper_fluff_thread.c          \
 		hera_pktsock_thread.c         \
+		hera_ibv_thread.c             \
 		paper_crc_thread.c            \
                 hera_catcher_net_thread.c     \
                 hera_catcher_disk_thread.c    \
@@ -45,13 +46,15 @@ hera_capture = hera_hdf5.h \
 # This is the paper_gpu plugin itself
 lib_LTLIBRARIES = paper_gpu.la
 paper_gpu_la_SOURCES  = $(paper_databuf) $(paper_threads) $(paper_fluff)
-paper_gpu_la_LIBADD   = -lrt -lxgpu
+paper_gpu_la_LIBADD   = -lrt -lxgpu -lhashpipe_ibverbs
 paper_gpu_la_LDFLAGS  = -avoid-version -module -shared -export-dynamic
 paper_gpu_la_LDFLAGS += -L"@XGPU_LIBDIR@" -Wl,-rpath,"@XGPU_LIBDIR@"
 paper_gpu_la_LDFLAGS += -L"@HASHPIPE_LIBDIR@" -Wl,-rpath,"@HASHPIPE_LIBDIR@"
 # Include HDF5 Libraries
 paper_gpu_la_LDFLAGS += -L/usr/lib/x86_64-linux-gnu/hdf5/serial
 paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5 -lhiredis
+# for intel compiler:
+#paper_gpu_la_LDFLAGS += -L/usr/local/intel/compilers_and_libraries_2019.4.243/linux/compiler/lib/intel64_lin -Wl,-rpath,/usr/local/intel/compilers_and_libraries_2019.4.243/linux/compiler/lib/intel64_lin
 # Include HDF5 compression libraries
 #paper_gpu_la_LDFLAGS += -L/usr/local/lib/python2.7/dist-packages/bitshuffle/plugin
 #paper_gpu_la_LDFLAGS += -lh5LZF -lh5bshuf
@@ -59,6 +62,7 @@ paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5 -lhiredis
 
 # Installed scripts
 dist_bin_SCRIPTS = scripts/paper_init.sh \
+                   scripts/paper_init_ibv.sh \
 	           scripts/paper_crc_init.sh \
 	           scripts/xtor_down.sh \
 	           scripts/xtor_up.py \
diff --git a/src/hera_ibv_thread.c b/src/hera_ibv_thread.c
new file mode 100644
index 00000000..63de1efb
--- /dev/null
+++ b/src/hera_ibv_thread.c
@@ -0,0 +1,909 @@
+/* hera_ibv_thread.c
+ *
+ * Routine to read packets from network and put them
+ * into shared memory blocks.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <unistd.h>
+#include <stdint.h>
+#include <string.h>
+#include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <errno.h>
+#include <time.h>
+
+#include <xgpu.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+#include "hashpipe_ibverbs.h"
+
+#include <emmintrin.h>
+#include <immintrin.h>
+
+
+#define DEBUG_NET
+
+//number of bytes offset for UDP payload to start
+#define UDP_PAYLOAD_OFFSET 42
+
+#ifndef MIN
+#define MIN(a,b) ((a) < (b) ? (a) : (b))
+#endif
+
+#ifndef MAX
+#define MAX(a,b) ((a) > (b) ? (a) : (b))
+#endif
+
+typedef struct {
+    uint64_t mcnt;      // m-index of block in output buffer (runs from 0 to Nm)
+    uint64_t time;      // First time sample in a packet
+    int      chan;	// First channel in a packet
+    int      ant;	// Antenna in a packet
+} packet_header_t;
+
+// The fields of a block_info_t structure hold (at least) two different kinds
+// of data.  Some fields hold data that persist over many packets while other
+// fields hold data that are only applicable to the current packet (or the
+// previous packet).
+typedef struct {
+    int initialized;
+    int32_t  self_xid;
+    uint64_t mcnt_start;
+    uint64_t mcnt_log_late;
+    int out_of_seq_cnt;
+    int block_i;
+    int m; // m-index of block in output buffer (runs from 0 to Nm)
+    int t; // first time sample in the packet // formerly known as sub_block_i
+    int c; // first channel in the packet
+    int a; // antenna in the packet
+    int block_packet_counter[N_INPUT_BLOCKS];
+} block_info_t;
+
+static hashpipe_status_t *st_p;
+
+// A variable to store whether this receiver is processing
+// even or odd samples (or in principle a subset of a higher
+// order 2^<integer> split
+static int time_index;
+
+#if 0
+static void print_pkt_header(packet_header_t * pkt_header) {
+
+    static long long prior_mcnt;
+
+    printf("packet header : mcnt %012lx (diff from prior %lld) fid %d xid %d\n",
+	   pkt_header->mcnt, pkt_header->mcnt-prior_mcnt, pkt_header->fid, pkt_header->xid);
+
+    prior_mcnt = pkt_header->mcnt;
+}
+#endif
+
+#ifdef DIE_ON_OUT_OF_SEQ_FILL
+static void print_block_info(block_info_t * binfo) {
+    printf("binfo : mcnt_start %012lx block_i %d t=%02d c=%d a=%d\n",
+           binfo->mcnt_start, binfo->block_i, binfo->t, binfo->c, binfo->a);
+}
+
+static void print_block_packet_counter(block_info_t * binfo) {
+    int i;
+    for(i=0;i<N_INPUT_BLOCKS;i++) {
+	if(i == binfo->block_i) {
+		fprintf(stdout, "*%03d ", binfo->block_packet_counter[i]);	
+	} else {
+		fprintf(stdout, " %03d ", binfo->block_packet_counter[i]);	
+	}
+    }
+    fprintf(stdout, "\n");
+}
+
+static void print_ring_mcnts(paper_input_databuf_t *paper_input_databuf_p) {
+
+    int i;
+
+    for(i=0; i < N_INPUT_BLOCKS; i++) {
+	printf("block %d mcnt %012lx\n", i, paper_input_databuf_p->block[i].header.mcnt);
+    }
+}
+#endif // DIE_ON_OUT_OF_SEQ_FILL
+
+// Returns physical block number for given mcnt
+static inline int block_for_mcnt(uint64_t mcnt)
+{
+    return ((mcnt / TIME_DEMUX) / N_TIME_PER_BLOCK) % N_INPUT_BLOCKS;
+}
+
+// Returns start mcnt for the block containing a  given mcnt
+static inline uint64_t start_for_mcnt(uint64_t mcnt)
+{
+    uint64_t mcnt_time_index = ((mcnt / N_TIME_PER_PACKET) % TIME_DEMUX);
+    return (mcnt - (mcnt%(N_TIME_PER_BLOCK * TIME_DEMUX)) + (mcnt_time_index*N_TIME_PER_PACKET));
+}
+
+#ifdef LOG_MCNTS
+#define MAX_MCNT_LOG (1024*1024)
+//static uint64_t mcnt_log[MAX_MCNT_LOG];
+//static int mcnt_log_idx = 0;
+static int total_packets_counted = 0;
+static int expected_packets_counted = 0;
+static int late_packets_counted = 0;
+static int outofseq_packets_counted = 0;
+static int filled_packets_counted = 0;
+
+void dump_mcnt_log(int xid)
+{
+    //int i;
+    char fname[80];
+    FILE *f;
+    sprintf(fname, "mcnt.xid%02d.log", xid);
+    f = fopen(fname,"w");
+    fprintf(f, "expected packets counted = %d\n", expected_packets_counted);
+    fprintf(f, "late     packets counted = %d\n", late_packets_counted);
+    fprintf(f, "outofseq packets counted = %d\n", outofseq_packets_counted);
+    fprintf(f, "total    packets counted = %d\n", total_packets_counted);
+    fprintf(f, "filled   packets counted = %d\n", filled_packets_counted);
+    //for(i=0; i<MAX_MCNT_LOG; i++) {
+    //    if(mcnt_log[i] == 0) break;
+    //    fprintf(f, "%012lx\n", mcnt_log[i]);
+    //}
+    fclose(f);
+}
+#endif
+
+static inline void get_header(unsigned char *p_frame, packet_header_t * pkt_header)
+{
+#ifdef TIMING_TEST
+    static int pkt_counter=0;
+    // HERA TODO
+    //pkt_header->mcnt = (pkt_counter / (Nx*Nq*Nf)) %  Nm;
+    //pkt_header->xid  = (pkt_counter / (   Nq*Nf)) %  Nx;
+    //pkt_header->fid  = (pkt_counter             ) % (Nq*Nf);
+    //pkt_counter++;
+#else
+    uint64_t raw_header;
+    raw_header = be64toh(*(unsigned long long *)(p_frame + UDP_PAYLOAD_OFFSET));
+    // raw header contains value of first time sample, not mcnt, as defined in this code
+    pkt_header->mcnt        = (raw_header >> 29) & ((1L<<35)-1);
+    pkt_header->chan        = (raw_header >> 16) & ((1<<13)-1);
+    pkt_header->ant         =  raw_header        & ((1<<16)-1);
+#endif
+
+#ifdef LOG_MCNTS
+    total_packets_counted++;
+    //mcnt_log[mcnt_log_idx++] = pkt_header->mcnt;
+    //if(mcnt_log_idx == MAX_MCNT_LOG) {
+    //    dump_mcnt_log(pkt_header->xid);
+    //    abort();
+    //}
+    // HERA TODO
+    if(total_packets_counted == 10*1000*1000) {
+	dump_mcnt_log(pkt_header->chan);
+	abort();
+    }
+#endif
+}
+
+#ifdef DIE_ON_OUT_OF_SEQ_FILL
+static void die(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
+{
+    print_block_info(binfo);
+    print_block_packet_counter(binfo);
+    print_ring_mcnts(paper_input_databuf_p);
+#ifdef LOG_MCNTS
+    dump_mcnt_log();
+#endif
+    abort(); // End process and generate core file (if ulimit allows)
+}
+#endif
+
+// This sets the "current" block to be marked as filled.  The current block is
+// the block corresponding to binfo->mcnt_start.  Returns mcnt of the block
+// being marked filled.
+static uint64_t set_block_filled(paper_input_databuf_t *paper_input_databuf_p, block_info_t *binfo)
+{
+    static int last_filled = -1;
+
+    uint32_t block_missed_pkt_cnt=N_PACKETS_PER_BLOCK, block_missed_mod_cnt, block_missed_feng, missed_pkt_cnt=0;
+
+    uint32_t block_i = block_for_mcnt(binfo->mcnt_start);
+
+    // Validate that we're filling blocks in the proper sequence
+    last_filled = (last_filled+1) % N_INPUT_BLOCKS;
+    if(last_filled != block_i) {
+	printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
+
+#ifdef DIE_ON_OUT_OF_SEQ_FILL
+	die(paper_input_databuf_p, binfo);
+#endif
+    }
+
+    // Validate that block_i matches binfo->block_i
+    if(block_i != binfo->block_i) {
+	hashpipe_warn(__FUNCTION__,
+		"block_i for binfo's mcnt (%d) != binfo's block_i (%d)",
+		block_i, binfo->block_i);
+    }
+#ifdef LOG_MCNTS
+    filled_packets_counted += binfo->block_packet_counter[block_i];
+#endif
+
+    // If all packets are accounted for, mark this block as good
+    if(binfo->block_packet_counter[block_i] == N_PACKETS_PER_BLOCK) {
+	paper_input_databuf_p->block[block_i].header.good_data = 1;
+    }
+
+    // Set the block as filled
+    if(paper_input_databuf_set_filled(paper_input_databuf_p, block_i) != HASHPIPE_OK) {
+	hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
+	pthread_exit(NULL);
+    }
+
+    // Calculate missing packets.
+    block_missed_pkt_cnt = N_PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
+    //fprintf(stderr, "Packets in block %d: %d, N_PACKETS_PER_BLOCK: %d, N_PACKETS_PER_BLOCK_PER_F: %d,  mod_cnt: %d\n", block_i, binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK,  N_PACKETS_PER_BLOCK_PER_F, block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F);
+    // If we missed more than N_PACKETS_PER_BLOCK_PER_F, then assume we
+    // are missing one or more F engines.  Any missed packets beyond an
+    // integer multiple of N_PACKETS_PER_BLOCK_PER_F will be considered
+    // as dropped packets.
+    block_missed_feng    = N_INPUTS_PER_PACKET / 2 * block_missed_pkt_cnt / N_PACKETS_PER_BLOCK_PER_F;
+    block_missed_mod_cnt = block_missed_pkt_cnt % N_PACKETS_PER_BLOCK_PER_F;
+
+    // Reinitialize our XID to -1 (unknown until read from status buffer)
+    binfo->self_xid = -1;
+
+    // Update status buffer
+    hashpipe_status_lock_busywait_safe(st_p);
+    hputu4(st_p->buf, "NETBKOUT", block_i);
+    hputu4(st_p->buf, "MISSEDFE", block_missed_feng);
+    if(block_missed_mod_cnt) {
+        //fprintf(stdout, "Expected %d packets, Got %d\n", N_PACKETS_PER_BLOCK, binfo->block_packet_counter[block_i]);
+	// Increment MISSEDPK by number of missed packets for this block
+	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
+	missed_pkt_cnt += block_missed_mod_cnt;
+	hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
+    //  fprintf(stderr, "got %d packets instead of %d\n",
+    //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
+    }
+    // Update our XID from status buffer
+    hgeti4(st_p->buf, "XID", &binfo->self_xid);
+    hashpipe_status_unlock_safe(st_p);
+
+    return binfo->mcnt_start;
+}
+
+static inline int calc_block_indexes(block_info_t *binfo, packet_header_t * pkt_header)
+{
+    if(pkt_header->ant >= Na) {
+	hashpipe_error(__FUNCTION__,
+		"current packet Antenna ID %u out of range (0-%d)",
+		pkt_header->ant, Na-1);
+	return -1;
+// HERA TODO
+//    } else if(pkt_header->chan != binfo->self_xid && binfo->self_xid != -1) {
+//	hashpipe_error(__FUNCTION__,
+//		"unexpected packet XID %d (expected %d)",
+//		pkt_header->xid, binfo->self_xid);
+//	return -1;
+    }
+
+    //binfo->t = pkt_header->time;
+    binfo->m = ((pkt_header->mcnt/TIME_DEMUX) % N_TIME_PER_BLOCK) / N_TIME_PER_PACKET;
+    binfo->a = pkt_header->ant;
+    binfo->c = pkt_header->chan % Nc;
+
+    return 0;
+}
+
+// This allows for 2 out of sequence packets from each F engine (in a row)
+#define MAX_OUT_OF_SEQ (2*Na)
+
+// This allows packets to be two full databufs late without being considered
+// out of sequence.
+#define LATE_PKT_MCNT_THRESHOLD (2*TIME_DEMUX*N_TIME_PER_BLOCK*N_INPUT_BLOCKS)
+
+// Initialize a block by clearing its "good data" flag and saving the first
+// (i.e. earliest) mcnt of the block.  Note that mcnt does not have to be a
+// multiple of Nm (number of mcnts per block).  In theory, the block's data
+// could be cleared as well, but that takes time and is largely unnecessary in
+// a properly functionong system.
+static inline void initialize_block(paper_input_databuf_t * paper_input_databuf_p, uint64_t mcnt)
+{
+    int block_i = block_for_mcnt(mcnt);
+    uint64_t mcnt_time_index;
+
+    paper_input_databuf_p->block[block_i].header.good_data = 0;
+    // Round pkt_mcnt down to nearest multiple of N_TIME_PER_BLOCK
+    mcnt_time_index = ((mcnt / N_TIME_PER_PACKET) % TIME_DEMUX);
+    if (mcnt_time_index != time_index) {
+        fprintf(stderr, "Expected packets from time index %d, but got index %lu\n", time_index, mcnt_time_index);
+    }
+    paper_input_databuf_p->block[block_i].header.mcnt = start_for_mcnt(mcnt);
+}
+
+// This function must be called once and only once per block_info structure!
+// Subsequent calls are no-ops.
+static inline void initialize_block_info(block_info_t * binfo)
+{
+    int i;
+
+    // If this block_info structure has already been initialized
+    if(binfo->initialized) {
+	return;
+    }
+
+    for(i = 0; i < N_INPUT_BLOCKS; i++) {
+	binfo->block_packet_counter[i] = 0;
+    }
+
+    // Initialize our XID to -1 (unknown until read from status buffer)
+    binfo->self_xid = -1;
+    // Update our XID from status buffer
+    hashpipe_status_lock_busywait_safe(st_p);
+    hgeti4(st_p->buf, "XID", &binfo->self_xid);
+    hashpipe_status_unlock_safe(st_p);
+
+    // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
+    binfo->mcnt_start = time_index;
+    binfo->mcnt_log_late = N_TIME_PER_BLOCK*TIME_DEMUX + time_index;
+    binfo->block_i = 0;
+
+    binfo->out_of_seq_cnt = 0;
+    binfo->initialized = 1;
+}
+
+// This function returns -1 unless the given packet causes a block to be marked
+// as filled in which case this function returns the marked block's first mcnt.
+// Any return value other than -1 will be stored in the status memory as
+// NETMCNT, so it is important that values other than -1 are returned rarely
+// (i.e. when marking a block as filled)!!!
+static inline uint64_t process_packet(
+	paper_input_databuf_t *paper_input_databuf_p, unsigned char *p_frame)
+{
+
+    static block_info_t binfo;
+    packet_header_t pkt_header;
+    const uint64_t *payload_p;
+    int pkt_block_i;
+    int i, j;
+    uint64_t *dest_p;
+    int64_t pkt_mcnt_dist;
+    uint64_t pkt_mcnt;
+    uint64_t cur_mcnt;
+    uint64_t netmcnt = -1; // Value to return (!=-1 is stored in status memory)
+    __m256i vecbuf;
+#if N_DEBUG_INPUT_BLOCKS == 1
+    static uint64_t debug_remaining = -1ULL;
+    static off_t debug_offset = 0;
+    uint64_t * debug_ptr;
+#endif
+
+    // Lazy init binfo
+    if(!binfo.initialized) {
+	initialize_block_info(&binfo);
+    }
+
+    // Parse packet header
+    get_header(p_frame, &pkt_header);
+    // mcnt is a spectra count, representing the first
+    // time sample in the packet
+    pkt_mcnt = pkt_header.mcnt;
+    pkt_block_i = block_for_mcnt(pkt_mcnt);
+    cur_mcnt = binfo.mcnt_start;
+
+    // Packet mcnt distance (how far away is this packet's mcnt from the
+    // current mcnt).  Positive distance for pcnt mcnts > current mcnt.
+    pkt_mcnt_dist = pkt_mcnt - cur_mcnt;
+
+#if N_DEBUG_INPUT_BLOCKS == 1
+    debug_ptr = (uint64_t *)&paper_input_databuf_p->block[N_INPUT_BLOCKS];
+    debug_ptr[debug_offset++] = be64toh(*(unsigned long long *)(p_frame + UDP_PAYLOAD_OFFSET));
+    if(--debug_remaining == 0) {
+	exit(1);
+    }
+    if(debug_offset >= sizeof(paper_input_block_t)/sizeof(uint64_t)) {
+	debug_offset = 0;
+    }
+#endif
+
+    //fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d\n", pkt_header.mcnt,
+    //    pkt_header.time, pkt_header.ant, pkt_header.chan);
+    //if(pkt_header.ant==0){
+    //    fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d, block:%d \n", pkt_header.mcnt,
+    //    pkt_header.time, pkt_header.ant, pkt_header.chan, pkt_block_i);
+    //}
+    //if(pkt_header.ant==69){
+    //    fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d\n", pkt_header.mcnt,
+    //    pkt_header.time, pkt_header.ant, pkt_header.chan);
+    //}
+    //if(pkt_header.ant==138){
+    //    fprintf(stdout, "mcnt:%lu, time:%lu, ant:%d, chan:%d\n", pkt_header.mcnt,
+    //    pkt_header.time, pkt_header.ant, pkt_header.chan);
+    //}
+
+    // We expect packets for the current block, the next block, and the block after.
+    if(0 <= pkt_mcnt_dist && pkt_mcnt_dist < 3*N_TIME_PER_BLOCK*TIME_DEMUX) {
+	// If the packet is for the block after the next block (i.e. current
+	// block + 2 blocks)
+	if(pkt_mcnt_dist >= 2*N_TIME_PER_BLOCK*TIME_DEMUX) {
+	    // Mark the current block as filled
+	    netmcnt = set_block_filled(paper_input_databuf_p, &binfo);
+
+	    // Advance mcnt_start to next block
+	    cur_mcnt += N_TIME_PER_BLOCK*TIME_DEMUX;
+	    binfo.mcnt_start += N_TIME_PER_BLOCK*TIME_DEMUX;
+	    binfo.block_i = (binfo.block_i + 1) % N_INPUT_BLOCKS;
+
+	    // Wait (hopefully not long!) to acquire the block after next (i.e.
+	    // the block that gets the current packet).
+	    if(paper_input_databuf_busywait_free(paper_input_databuf_p, pkt_block_i) != HASHPIPE_OK) {
+		if (errno == EINTR) {
+		    // Interrupted by signal, return -1
+		    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+		    pthread_exit(NULL);
+		    return -1; // We're exiting so return value is kind of moot
+		} else {
+		    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+		    pthread_exit(NULL);
+		    return -1; // We're exiting so return value is kind of moot
+		}
+	    }
+
+	    // Initialize the newly acquired block
+	    initialize_block(paper_input_databuf_p, pkt_mcnt);
+	    // Reset binfo's packet counter for this packet's block
+	    binfo.block_packet_counter[pkt_block_i] = 0;
+	}
+
+	// Reset out-of-seq counter
+	binfo.out_of_seq_cnt = 0;
+
+	// Increment packet count for block
+	binfo.block_packet_counter[pkt_block_i]++;
+#ifdef LOG_MCNTS
+	expected_packets_counted++;
+#endif
+
+	// Validate header FID and XID and calculate "m" and "f" indexes into
+	// block (stored in binfo).
+	if(calc_block_indexes(&binfo, &pkt_header)) {
+	    // Bad packet, error already reported
+	    return -1;
+	}
+
+
+	// Copy data into buffer
+        for(i=0; i<N_INPUTS_PER_PACKET/2; i++) {
+	    // Calculate starting points for unpacking this packet into block's data buffer.
+	    dest_p = (uint64_t *)(paper_input_databuf_p->block[pkt_block_i].data)
+	        + paper_input_databuf_data_idx(binfo.m, binfo.a + i, binfo.c, 0); //time index is always zero
+            //fprintf(stdout, "m:%d, a:%d, c:%d, %lu\n", binfo.m, binfo.a, binfo.c, paper_input_databuf_data_idx(binfo.m, binfo.a, binfo.c, 0));
+	    payload_p        = (uint64_t *)((p_frame + UDP_PAYLOAD_OFFSET)+8+(i*2*N_CHAN_PER_PACKET*N_TIME_PER_PACKET));
+            for(j=0; j<((2*N_CHAN_PER_PACKET*N_TIME_PER_PACKET) >> 5); j+=1) {
+                vecbuf = _mm256_set_epi64x(payload_p[0], payload_p[1], payload_p[2], payload_p[3]);
+                _mm256_stream_si256((__m256i *)dest_p, vecbuf);
+                dest_p += 4;
+                payload_p += 4;
+            }
+	    //memcpy(dest_p, payload_p, 2*N_CHAN_PER_PACKET*N_TIME_PER_PACKET);
+        }
+
+	return netmcnt;
+    }
+    // Else, if packet is late, but not too late (so we can handle F engine
+    // restarts and MCNT rollover), then ignore it
+    else if(pkt_mcnt_dist < 0 && pkt_mcnt_dist > -LATE_PKT_MCNT_THRESHOLD) {
+	// If not just after an mcnt reset, issue warning.
+	if(cur_mcnt >= binfo.mcnt_log_late) {
+	    hashpipe_warn("hera_ibv_thread",
+		    "Ignoring late packet (%d mcnts late)",
+		    cur_mcnt - pkt_mcnt);
+	}
+#ifdef LOG_MCNTS
+	late_packets_counted++;
+#endif
+	return -1;
+    }
+    // Else, it is an "out-of-order" packet.
+    else {
+	// If not at start-up and this is the first out of order packet,
+	// issue warning.
+	if(cur_mcnt != 0 && binfo.out_of_seq_cnt == 0) {
+	    hashpipe_warn("hera_ibv_thread",
+		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
+		    pkt_mcnt, cur_mcnt, cur_mcnt+3*N_TIME_PER_BLOCK*TIME_DEMUX);
+	}
+
+	// Increment out-of-seq packet counter
+	binfo.out_of_seq_cnt++;
+#ifdef LOG_MCNTS
+	outofseq_packets_counted++;
+#endif
+
+	// If too may out-of-seq packets
+	if(binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ) {
+	    // Reset current mcnt.  The value to reset to must be the first
+	    // value greater than or equal to pkt_mcnt that corresponds to the
+	    // same databuf block as the old current mcnt.
+	    if(binfo.block_i > pkt_block_i) {
+		// Advance pkt_mcnt to correspond to binfo.block_i
+		pkt_mcnt += TIME_DEMUX*N_TIME_PER_BLOCK*(binfo.block_i - pkt_block_i);
+	    } else if(binfo.block_i < pkt_block_i) {
+		// Advance pkt_mcnt to binfo.block_i + N_INPUT_BLOCKS blocks
+		pkt_mcnt += TIME_DEMUX*N_TIME_PER_BLOCK*(binfo.block_i + N_INPUT_BLOCKS - pkt_block_i);
+	    }
+	    // Round pkt_mcnt down to nearest multiple of Nm
+	    binfo.mcnt_start = start_for_mcnt(pkt_mcnt);
+	    binfo.mcnt_log_late = binfo.mcnt_start + N_TIME_PER_BLOCK*TIME_DEMUX;
+	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
+	    hashpipe_warn("hera_ibv_thread",
+		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx",
+		    binfo.mcnt_start, block_for_mcnt(binfo.mcnt_start), pkt_mcnt);
+	    // Reinitialize/recycle our two already acquired blocks with new
+	    // mcnt values.
+	    initialize_block(paper_input_databuf_p, binfo.mcnt_start);
+	    initialize_block(paper_input_databuf_p, binfo.mcnt_start+TIME_DEMUX*N_TIME_PER_BLOCK);
+	    // Reset binfo's packet counters for these blocks.
+	    binfo.block_packet_counter[binfo.block_i] = 0;
+	    binfo.block_packet_counter[(binfo.block_i+1)%N_INPUT_BLOCKS] = 0;
+	}
+	return -1;
+    }
+
+    return netmcnt;
+}
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+static int init(hashpipe_thread_args_t *args)
+{
+    /* Read network params */
+    char bindhost[80];
+    int bindport = 8511;
+
+    strcpy(bindhost, "0.0.0.0");
+
+    hashpipe_status_t st = args->st;
+
+    hashpipe_status_lock_safe(&st);
+    // Record version
+    hputs(st.buf, "GIT_VER", GIT_VERSION);
+    // Get info from status buffer if present (no change if not present)
+    hgets(st.buf, "BINDHOST", 80, bindhost);
+    hgeti4(st.buf, "BINDPORT", &bindport);
+    // Store bind host/port info etc in status buffer
+    hputs(st.buf, "BINDHOST", bindhost);
+    hputi4(st.buf, "BINDPORT", bindport);
+    hputu4(st.buf, "MISSEDFE", 0);
+    hputu4(st.buf, "MISSEDPK", 0);
+    hashpipe_status_unlock_safe(&st);
+
+    // Success!
+    return 0;
+}
+
+static void *run(hashpipe_thread_args_t * args)
+{
+    // Local aliases to shorten access to args fields
+    // Our output buffer happens to be a paper_input_databuf
+    paper_input_databuf_t *db = (paper_input_databuf_t *)args->obuf;
+    hashpipe_status_t st = args->st;
+    const char * status_key = args->thread_desc->skey;
+
+    st_p = &st;	// allow global (this source file) access to the status buffer
+
+    // IB Verbs structures
+    struct hashpipe_ibv_context hibv_ctx = {0};
+    struct hashpipe_ibv_recv_pkt * hibv_rpkt;
+    struct hashpipe_ibv_recv_pkt * curr_rpkt;
+    char ifname[IFNAMSIZ];
+
+    hashpipe_status_lock_safe(&st);
+    hgets(st.buf, "BINDHOST", IFNAMSIZ, ifname);
+    hashpipe_status_unlock_safe(&st);
+
+    strncpy(hibv_ctx.interface_name, ifname, IFNAMSIZ);
+    hibv_ctx.interface_name[IFNAMSIZ-1] = '\0'; // Ensure NUL termination
+    hibv_ctx.send_pkt_num = 1;
+    hibv_ctx.recv_pkt_num = 8192;
+    hibv_ctx.pkt_size_max = 5000;
+    hibv_ctx.max_flows = 4;
+
+    fprintf(stdout, "Initializing IBV socket\n");
+    if(hashpipe_ibv_init(&hibv_ctx)) {
+      hashpipe_error(__FUNCTION__, "Failed to initialize IBV");
+    }
+
+    printf("max_qp_wr=%u\n", hibv_ctx.dev_attr.max_qp_wr);
+
+    // Subscribe to RX flows
+    int src_port = 8511;
+    printf("udp ucast flow\n");
+    if(hashpipe_ibv_flow(&hibv_ctx, 0, IBV_FLOW_SPEC_UDP,
+          hibv_ctx.mac, NULL, 0, 0, 0, 0, src_port, 0)) {
+      hashpipe_error(__FUNCTION__, "Failed to configure IBV flow rule");
+    }
+
+
+    // Flag that holds off the net thread
+    int holdoff = 1;
+
+    // Force ourself into the hold off state
+    fprintf(stdout, "Setting NETHOLD state to 1. Waiting for someone to set it to 0\n");
+    hashpipe_status_lock_safe(&st);
+    hputi4(st.buf, "NETHOLD", 1);
+    hputs(st.buf, status_key, "holding");
+    hashpipe_status_unlock_safe(&st);
+
+    while(holdoff) {
+	// We're not in any hurry to startup
+	sleep(1);
+	hashpipe_status_lock_safe(&st);
+	// Look for NETHOLD value
+	hgeti4(st.buf, "NETHOLD", &holdoff);
+	// Get the time index of this correlator. I.e. is it correlating
+	// even or odd blocks of samples.
+	hgeti4(st.buf, "TIMEIDX", &time_index);
+	if(!holdoff) {
+	    // Done holding, so delete the key
+	    hdel(st.buf, "NETHOLD");
+	    hputs(st.buf, status_key, "starting");
+	}
+	hashpipe_status_unlock_safe(&st);
+    }
+
+#ifdef DEBUG_SEMS
+    fprintf(stderr, "s/tid %lu/NET/' <<.\n", pthread_self());
+#endif
+
+#if 0
+    /* Copy status buffer */
+    char status_buf[HASHPIPE_STATUS_SIZE];
+    hashpipe_status_lock_busywait_safe(st_p);
+    memcpy(status_buf, st_p->buf, HASHPIPE_STATUS_SIZE);
+    hashpipe_status_unlock_safe(st_p);
+#endif
+
+    // Acquire first two blocks to start
+    if(paper_input_databuf_busywait_free(db, 0) != HASHPIPE_OK) {
+	if (errno == EINTR) {
+	    // Interrupted by signal, return -1
+	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+	    pthread_exit(NULL);
+	} else {
+	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+	    pthread_exit(NULL);
+	}
+    }
+    if(paper_input_databuf_busywait_free(db, 1) != HASHPIPE_OK) {
+	if (errno == EINTR) {
+	    // Interrupted by signal, return -1
+	    hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+	    pthread_exit(NULL);
+	} else {
+	    hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+	    pthread_exit(NULL);
+	}
+    }
+
+    // Initialize the newly acquired block
+    initialize_block(db, time_index);
+    initialize_block(db, N_TIME_PER_BLOCK*TIME_DEMUX + time_index);
+
+    /* Read network params */
+    int bindport = 8511;
+    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
+    size_t expected_packet_size = N_BYTES_PER_PACKET + 8 + UDP_PAYLOAD_OFFSET; // Inc. Eth/IP/UDP headers
+
+#ifndef TIMING_TEST
+    // Drop all packets to date
+    fprintf(stdout, "Dropping existing packets\n");
+    int dropcnt = 0;
+    while((hibv_rpkt = hashpipe_ibv_recv_pkts(&hibv_ctx, 8192))) {
+        hashpipe_ibv_release_pkts(&hibv_ctx, hibv_rpkt);
+        dropcnt += 1;
+    }
+    fprintf(stdout, "Dropped waiting packets: %d\n", dropcnt);
+
+    hashpipe_status_lock_safe(&st);
+    // Get info from status buffer
+    hgeti4(st.buf, "BINDPORT", &bindport);
+    hputu4(st.buf, "MISSEDFE", 0);
+    hputu4(st.buf, "MISSEDPK", 0);
+    hputs(st.buf, status_key, "running");
+    hashpipe_status_unlock_safe(&st);
+#endif
+
+    /* Main loop */
+    uint64_t packet_count = 0;
+    uint64_t burst_packet_count = 0;
+    uint64_t wait_ns = 0; // ns for most recent wait
+    uint64_t recv_ns = 0; // ns for most recent recv
+    uint64_t proc_ns = 0; // ns for most recent proc
+    uint64_t min_wait_ns = 99999; // min ns per single wait
+    uint64_t min_recv_ns = 99999; // min ns per single recv
+    uint64_t min_proc_ns = 99999; // min ns per single proc
+    uint64_t max_wait_ns = 0;     // max ns per single wait
+    uint64_t max_recv_ns = 0;     // max ns per single recv
+    uint64_t max_proc_ns = 0;     // max ns per single proc
+    uint64_t elapsed_wait_ns = 0; // cumulative wait time per block
+    uint64_t elapsed_recv_ns = 0; // cumulative recv time per block
+    uint64_t elapsed_proc_ns = 0; // cumulative proc time per block
+    uint64_t status_ns = 0; // User to fetch ns values from status buffer
+    float ns_per_wait = 0.0; // Average ns per wait over 1 block
+    float ns_per_recv = 0.0; // Average ns per recv over 1 block
+    float ns_per_proc = 0.0; // Average ns per proc over 1 block
+    unsigned int pktsock_pkts = 0;  // Stats counter from socket packet
+    unsigned int pktsock_drops = 0; // Stats counter from socket packet
+    uint64_t pktsock_pkts_total = 0;  // Stats total for socket packet
+    uint64_t pktsock_drops_total = 0; // Stats total for socket packet
+    struct timespec start, stop;
+    struct timespec recv_start, recv_stop;
+    struct timespec proc_start;
+
+    while (run_threads()) {
+
+#ifndef TIMING_TEST
+        /* Read packet */
+	clock_gettime(CLOCK_MONOTONIC, &recv_start);
+	do {
+	    clock_gettime(CLOCK_MONOTONIC, &start);
+	    //p.packet_size = recv(up.sock, p.data, HASHPIPE_MAX_PACKET_SIZE, 0);
+            hibv_rpkt = hashpipe_ibv_recv_pkts(&hibv_ctx, 1);
+	    clock_gettime(CLOCK_MONOTONIC, &recv_stop);
+	} while (!hibv_rpkt && run_threads());
+
+	if(!run_threads()) break;
+
+#endif
+	wait_ns = ELAPSED_NS(recv_start, start);
+	recv_ns = ELAPSED_NS(start, recv_stop);
+	elapsed_wait_ns += wait_ns;
+	elapsed_recv_ns += recv_ns;
+	min_wait_ns = MIN(wait_ns, min_wait_ns);
+	min_recv_ns = MIN(recv_ns, min_recv_ns);
+	max_wait_ns = MAX(wait_ns, max_wait_ns);
+	max_recv_ns = MAX(recv_ns, max_recv_ns);
+
+        burst_packet_count = 0;
+        for (curr_rpkt = hibv_rpkt; curr_rpkt; curr_rpkt = (struct hashpipe_ibv_recv_pkt *)curr_rpkt->wr.next) {
+	    clock_gettime(CLOCK_MONOTONIC, &proc_start);
+	    packet_count++;
+            burst_packet_count++;
+    	    // Make sure received packet size matches expected packet size.  Allow
+    	    // for optional 8 byte CRC in received packet.  Zlib's crc32 function
+    	    // is too slow to use in realtime, so CRCs cannot be checked on the
+    	    // fly.  If data errors are suspected, a separate CRC checking utility
+    	    // should be used to read the packets from the network and verify CRCs.
+            int packet_size = curr_rpkt->length;
+    	    if (expected_packet_size != packet_size-8 && expected_packet_size != packet_size) {
+    	        // Log warning and ignore wrongly sized packet
+    	        #ifdef DEBUG_NET
+    	        hashpipe_warn(__FUNCTION__, "Invalid pkt size (%d)", packet_size);
+    	        #endif
+    	        continue;
+    	    }
+            // Copy packet into any blocks where it belongs.
+            const uint64_t mcnt = process_packet((paper_input_databuf_t *)db, (unsigned char *)curr_rpkt->wr.sg_list->addr);
+
+	    clock_gettime(CLOCK_MONOTONIC, &stop);
+	    proc_ns = ELAPSED_NS(proc_start, stop);
+	    elapsed_proc_ns += proc_ns;
+	    // Update min max values
+	    min_proc_ns = MIN(proc_ns, min_proc_ns);
+	    max_proc_ns = MAX(proc_ns, max_proc_ns);
+
+            if(mcnt != -1) {
+                // Update status
+                ns_per_wait = (float)elapsed_wait_ns / packet_count;
+                ns_per_recv = (float)elapsed_recv_ns / packet_count;
+                ns_per_proc = (float)elapsed_proc_ns / packet_count;
+                fprintf(stdout, "ns_per_recv: %f, total_ns: %lu, packet count: %lu\n", ns_per_recv, elapsed_recv_ns, packet_count);
+
+                hashpipe_status_lock_busywait_safe(&st);
+
+                hputu8(st.buf, "NETMCNT", mcnt);
+	        // Gbps = bits_per_packet / ns_per_packet
+	        // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
+                hputr4(st.buf, "NETGBPS", 8*(N_BYTES_PER_PACKET+8)/(ns_per_recv+ns_per_proc));
+                hputr4(st.buf, "NETWATNS", ns_per_wait);
+                hputr4(st.buf, "NETRECNS", ns_per_recv);
+                hputr4(st.buf, "NETPRCNS", ns_per_proc);
+
+	        // Get and put min and max values.  The "get-then-put" allows the
+	        // user to reset the min max values in the status buffer.
+	        hgeti8(st.buf, "NETWATMN", (long *)&status_ns);
+	        status_ns = MIN(min_wait_ns, status_ns);
+                hputi8(st.buf, "NETWATMN", status_ns);
+
+                hgeti8(st.buf, "NETRECMN", (long *)&status_ns);
+	        status_ns = MIN(min_recv_ns, status_ns);
+                hputi8(st.buf, "NETRECMN", status_ns);
+
+                hgeti8(st.buf, "NETPRCMN", (long *)&status_ns);
+	        status_ns = MIN(min_proc_ns, status_ns);
+                hputi8(st.buf, "NETPRCMN", status_ns);
+
+                hgeti8(st.buf, "NETWATMX", (long *)&status_ns);
+	        status_ns = MAX(max_wait_ns, status_ns);
+                hputi8(st.buf, "NETWATMX", status_ns);
+
+                hgeti8(st.buf, "NETRECMX", (long *)&status_ns);
+	        status_ns = MAX(max_recv_ns, status_ns);
+                hputi8(st.buf, "NETRECMX", status_ns);
+
+                hgeti8(st.buf, "NETPRCMX", (long *)&status_ns);
+	        status_ns = MAX(max_proc_ns, status_ns);
+                hputi8(st.buf, "NETPRCMX", status_ns);
+
+                hputu8(st.buf, "NETPKTS",  pktsock_pkts);
+                hputu8(st.buf, "NETDROPS", pktsock_drops);
+
+                hgetu8(st.buf, "NETPKTTL", (long unsigned int*)&pktsock_pkts_total);
+                hgetu8(st.buf, "NETDRPTL", (long unsigned int*)&pktsock_drops_total);
+                hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
+                hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
+
+                hashpipe_status_unlock_safe(&st);
+
+	        // Start new average
+	        elapsed_wait_ns = 0;
+	        elapsed_recv_ns = 0;
+	        elapsed_proc_ns = 0;
+	        packet_count = 0;
+            }
+        }
+        hashpipe_status_lock_safe(&st);
+        hputu8(st.buf, "BURSTPKT", burst_packet_count);
+        hashpipe_status_unlock_safe(&st);
+
+	// Release packets
+        if (hashpipe_ibv_release_pkts(&hibv_ctx, hibv_rpkt)) {
+	    hashpipe_error(__FUNCTION__, "error releasing packets");
+        }
+#if defined TIMING_TEST || defined NET_TIMING_TEST
+
+#define END_LOOP_COUNT (1*1000*1000)
+	static int loop_count=0;
+	static struct timespec tt_start, tt_stop;
+	if(loop_count == 0) {
+	    clock_gettime(CLOCK_MONOTONIC, &tt_start);
+	}
+	//if(loop_count == 1000000) pthread_exit(NULL);
+	if(loop_count == END_LOOP_COUNT) {
+	    clock_gettime(CLOCK_MONOTONIC, &tt_stop);
+	    int64_t elapsed = ELAPSED_NS(tt_start, tt_stop);
+	    printf("processed %d packets in %.6f ms (%.3f us per packet)\n",
+		    END_LOOP_COUNT, elapsed/1e6, elapsed/1e3/END_LOOP_COUNT);
+	    exit(0);
+	}
+	loop_count++;
+#endif
+
+        /* Will exit if thread has been cancelled */
+        pthread_testcancel();
+    }
+
+    return NULL;
+}
+
+static hashpipe_thread_desc_t ibv_thread = {
+    name: "hera_ibv_thread",
+    skey: "NETSTAT",
+    init: init,
+    run:  run,
+    ibuf_desc: {NULL},
+    obuf_desc: {paper_input_databuf_create}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&ibv_thread);
+}
+
+// vi: set ts=8 sw=4 noet :
diff --git a/src/scripts/paper_init_ibv.sh b/src/scripts/paper_init_ibv.sh
new file mode 100755
index 00000000..93216dd5
--- /dev/null
+++ b/src/scripts/paper_init_ibv.sh
@@ -0,0 +1,220 @@
+#!/bin/bash
+
+# Add directory containing this script to PATH
+PATH="$(dirname $0):${PATH}"
+
+hostname=`hostname -s`
+
+function getip() {
+  out=$(host $1) && echo $out | awk '{print $NF}'
+}
+
+myip=$(getip $(hostname))
+
+# Determine which, if any, pxN alias maps to IP of current host.
+# If a pxN match is found, mypx gets set to N (i.e. just the numeric part).
+# If no match is found, mypx will be empty.
+mypx=
+for p in {1..16}
+do
+  ip=$(getip px${p})
+  [ "${myip}" == "${ip}" ] || continue
+  mypx=$p
+done
+
+# If no pxN alias maps to IP of current host, abort
+if [ -z ${mypx} ]
+then
+  echo "$(hostname) is not aliased to a pxN name"
+  exit 1
+fi
+
+case ${hostname} in
+
+  snb*)
+    # Calculate XIDs based on mypx
+    xid0=$((  0 + (mypx-1) ))
+    xid1=$((  8 + (mypx-1) ))
+    xid2=$(( 16 + (mypx-1) ))
+    xid3=$(( 24 + (mypx-1) ))
+
+#    instances=(
+#      # Setup parameters for four instances.
+#      # 2 x E5-2660 (8-cores @ 2.2 GHz, 20 MB L3, 8.0 GT/s QPI, 1600 MHz DRAM)
+#      # Fluff thread and output thread share a core.
+#      # Save core  0 for OS.
+#      # Save core  7 for eth2 and eth3
+#      # Save core  8 for symmetry with core 0
+#      # Save core 15 for eth4 and eth5
+#      #
+#      # Setup for four GPU devices (two GTX690s == two dual-GTX680s).
+#      #
+#      #                               GPU       NET FLF GPU OUT
+#      # mask  bind_host               DEV  XID  CPU CPU CPU CPU
+#      "0x007e ${hostname}-2.tenge.pvt  0  $xid0  1   2   3   2" # Instance 0, eth2
+#      "0x007e ${hostname}-3.tenge.pvt  1  $xid1  4   5   6   5" # Instance 1, eth3
+#      "0x7e00 ${hostname}-4.tenge.pvt  2  $xid2  9  10  11  10" # Instance 2, eth4
+#      "0x7e00 ${hostname}-5.tenge.pvt  3  $xid3 12  13  14  13" # Instance 3, eth5
+#    );;
+
+    instances=(
+      # Setup parameters for four instances.
+      # 2 x E5-2630 (6-cores @ 2.3 GHz, 15 MB L3, 7.2 GT/s QPI, 1333 MHz DRAM)
+      # Fluff thread and output thread share a core.
+      # Save core  0 for OS.
+      # Save core  5 for eth2 and eth3
+      # Save core  6 for symmetry with core 0
+      # Save core 11 for eth4 and eth5
+      #
+      # Setup for two GPU devices (two TITANs).
+      #
+      #                               GPU       NET FLF GPU OUT
+      # mask  bind_host               DEV  XID  CPU CPU CPU CPU
+      "0x001e ${hostname}-2.tenge.pvt  0  $xid0  1   2   3   3" # Instance 0, eth2
+      "0x001e ${hostname}-3.tenge.pvt  0  $xid1  4   2   3   3" # Instance 1, eth3
+      "0x0780 ${hostname}-4.tenge.pvt  1  $xid2  7   8   9   9" # Instance 2, eth4
+      "0x0780 ${hostname}-5.tenge.pvt  1  $xid3 10   8   9   9" # Instance 3, eth5
+    );;
+
+  asa*)
+    # Calculate XIDs based on mypx
+    xid0=$(( 2*(mypx-1)    ))
+    xid1=$(( 2*(mypx-1) + 1))
+
+    instances=(
+      # Setup parameters for two instances.
+      # Fluff thread and output thread share a core.
+      #
+      #                               GPU       NET FLF GPU OUT
+      # mask  bind_host               DEV  XID  CPU CPU CPU CPU
+      "0x0707 ${hostname}-2.tenge.pvt  0  $xid0  2   8   1   8" # Instance 0, eth2
+      "0x7070 ${hostname}-4.tenge.pvt  1  $xid1  6  12   5  12" # Instance 1, eth4
+    );;
+
+  simech1)
+    # Calculate XIDs based on mypx
+    xid0=$(( 2*(mypx-1)    ))
+    xid1=$(( 2*(mypx-1) + 1))
+
+    instances=(
+      #                               GPU       NET FLF GPU OUT
+      # mask  bind_host               DEV  XID  CPU CPU CPU CPU
+      "0x0707 ${hostname}-2.tenge.pvt  0  $xid0  2   8   1   8" # Instance 0, eth2
+      "0x7070 ${hostname}-3.tenge.pvt  1  $xid1  6  12   5  12" # Instance 1, eth3
+    );;
+
+  paper5)
+    # Calculate XIDs based on mypx
+    xid0=$(( 1*(mypx-1)    ))
+
+    instances=( 
+      #                               GPU       NET FLF GPU OUT
+      # mask  bind_host               DEV  XID  CPU CPU CPU CPU
+      "0x0606 ${hostname}-2.tenge.pvt  0  $xid0  2   4   3   4" # Instance 0, eth2
+    );;
+
+  px*)
+    # Setup parameters for two instances.
+    # 2 x E5-2620 v4 (disabled-HyperThreading,  8-cores @ 2.1 GHz, 20 MB L3, 8 GT/s QPI, 2667 MHz DRAM)
+    # Fluff thread and output thread share a core.
+    # Save core  0 for OS.
+    # Save core  1 for eth2
+    # Save core 8 for symmetry with core 0
+    # Save core 9 for eth4 and eth5
+    #
+    # Setup for two GPU devices (two TITANs).
+    #
+    #                               GPU       NET FLF GPU OUT
+    # mask  bind_host               DEV  XID  CPU CPU CPU CPU
+    # Calculate XIDs based on mypx
+    xid0=$(( 2*(mypx-1)    ))
+    xid1=$(( 2*(mypx-1) + 1))
+
+    instances=( 
+      #                               GPU       NET FLF GPU OUT
+      # mask  bind_host               DEV  XID  CPU CPU CPU CPU
+      "0x00ff eth3                     0  $xid0  0   1   2   3" # Instance 0, eth3
+      "0xff00 eth5                     1  $xid1  9   10   11  12" # Instance 1, eth5
+    );;
+
+  *)
+    echo "This host (${hostname}) is not supported by $(basename $0)"
+    exit 1
+    ;;
+esac
+
+function init() {
+  instance=$1
+  mask=$2
+  bindhost=$3
+  gpudev=$4
+  xid=$5
+  netcpu=$6
+  flfcpu=$7
+  gpucpu=$8
+  outcpu=$9
+
+  if [ -z "${mask}" ]
+  then
+    echo "Invalid instance number '${instance}' (ignored)"
+    return 1
+  fi
+
+  if [ -z "$outcpu" ]
+  then
+    echo "Invalid configuration for host ${hostname} instance ${instance} (ignored)"
+    return 1
+  fi
+
+  echo taskset $mask \
+  hashpipe -p paper_gpu -I $instance \
+    -o BINDHOST=$bindhost \
+    -o GPUDEV=$gpudev \
+    -o XID=$xid \
+    -c $netcpu hera_ibv_thread \
+    -c $flfcpu paper_fluff_thread \
+    -c $gpucpu paper_gpu_thread \
+    -c $outcpu hera_gpu_output_thread
+
+  taskset $mask \
+  hashpipe -p paper_gpu -I $instance \
+    -o BINDHOST=$bindhost \
+    -o GPUDEV=$gpudev \
+    -o XID=$xid \
+    -c $netcpu hera_ibv_thread \
+    -c $flfcpu paper_fluff_thread \
+    -c $gpucpu paper_gpu_thread \
+    -c $outcpu hera_gpu_output_thread \
+     < /dev/null \
+    1> px${mypx}.out.$instance \
+    2> px${mypx}.err.$instance &
+}
+
+if [ -z "$1" ]
+then
+  echo "Usage: $(basename $0) INSTANCE_ID [...]"
+  exit 1
+fi
+
+for instidx in "$@"
+do
+  args="${instances[$instidx]}"
+  if [ -n "${args}" ]
+  then
+    echo
+    echo Starting instance px$mypx/$instidx
+    init $instidx $args
+    echo Instance px$mypx/$instidx pid $!
+    # Sleep to let instance come up
+    sleep 10
+  else
+    echo Instance $instidx not defined for host $hostname
+  fi
+done
+
+# Zero out MISSEDPK counts
+for instidx in "$@"
+do
+  echo Resetting MISSEDPK counts for px$mypx/$instidx
+  hashpipe_check_status -I $instidx -k MISSEDPK -s 0
+done
diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index efdf88be..3ddc0168 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -7,6 +7,7 @@
 
 perf_tweaker = 'tweak-perf.sh'
 paper_init = 'paper_init.sh'
+paper_init_ibv = 'paper_init_ibv.sh'
 
 def run_on_hosts(hosts, cmd, user=None, wait=True):
     if isinstance(cmd, str):
@@ -32,6 +33,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Number of pipeline instances per host')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
+parser.add_argument('--ibverbs', dest='ibverbs', action='store_true', default=False,
+                    help='Use the IB Verbs netthread. Experimental!')
 
 args = parser.parse_args()
 hosts = args.hosts # Too lazy to keey typing this
@@ -47,7 +50,10 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     run_on_hosts(hosts, perf_tweaker, user='root', wait=True)
 
 # Start X-Engines
-run_on_hosts(hosts, [paper_init, '0', '1'], wait=True) # two instances per host 
+if args.ibverbs:
+    run_on_hosts(hosts, [paper_init_ibv, '0', '1'], wait=True) # two instances per host
+else:
+    run_on_hosts(hosts, [paper_init, '0', '1'], wait=True) # two instances per host
 
 # Start hashpipe<->redis gateways
 cpu_masks = ['0x0080', '0x8000']

From 36893c43922efcfec21653e92d1dfe1411517c5f Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 12 Jun 2019 15:59:01 -0700
Subject: [PATCH 199/420] Allow 128 character git version

---
 src/hera_catcher_disk_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 1b4c356b..f3868bdb 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -299,7 +299,7 @@ static hid_t open_hdf5_from_template(char * sourcename, char * destname)
 }
 
 
-#define VERSION_BYTES 32
+#define VERSION_BYTES 128
 static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t, char* tag) {
     hid_t dataset_id;
     hid_t memtype;

From ea7892246105ea1d1ace2a0983ba696675820a86 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 12 Jun 2019 16:00:45 -0700
Subject: [PATCH 200/420] Make compatible with latest hashpipe

compiling against ibverbs branch
---
 hashpipe                      |  2 +-
 src/hera_catcher_net_thread.c | 16 ++++++++--------
 src/hera_pktsock_thread.c     | 16 ++++++++--------
 src/paper_gpu_thread.c        |  2 +-
 4 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/hashpipe b/hashpipe
index 6b16dc80..ad77eceb 160000
--- a/hashpipe
+++ b/hashpipe
@@ -1 +1 @@
-Subproject commit 6b16dc80354d44a12a25faa8e6797aad3a54ceaf
+Subproject commit ad77eceb1a60ed45078d65157f30b5aa42b84705
diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 6ec5fa5d..6cba7a8a 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -494,35 +494,35 @@ static void *run(hashpipe_thread_args_t * args)
 
 	    // Get and put min and max values.  The "get-then-put" allows the
 	    // user to reset the min max values in the status buffer.
-	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+	    hgeti8(st.buf, "NETWATMN", (long *)&status_ns);
 	    status_ns = MIN(min_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMN", status_ns);
 
-            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMN", (long *)&status_ns);
 	    status_ns = MIN(min_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMN", status_ns);
 
-            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMN", (long *)&status_ns);
 	    status_ns = MIN(min_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMN", status_ns);
 
-            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETWATMX", (long *)&status_ns);
 	    status_ns = MAX(max_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMX", status_ns);
 
-            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMX", (long *)&status_ns);
 	    status_ns = MAX(max_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMX", status_ns);
 
-            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMX", (long *)&status_ns);
 	    status_ns = MAX(max_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMX", status_ns);
 
             hputu8(st.buf, "NETPKTS",  pktsock_pkts);
             hputu8(st.buf, "NETDROPS", pktsock_drops);
 
-            hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
-            hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+            hgetu8(st.buf, "NETPKTTL", (long unsigned int*)&pktsock_pkts_total);
+            hgetu8(st.buf, "NETDRPTL", (long unsigned int*)&pktsock_drops_total);
             hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
             hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
 
diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index 9fbdb60d..6c50f817 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -813,35 +813,35 @@ static void *run(hashpipe_thread_args_t * args)
 
 	    // Get and put min and max values.  The "get-then-put" allows the
 	    // user to reset the min max values in the status buffer.
-	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+	    hgeti8(st.buf, "NETWATMN", (long *)&status_ns);
 	    status_ns = MIN(min_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMN", status_ns);
 
-            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMN", (long *)&status_ns);
 	    status_ns = MIN(min_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMN", status_ns);
 
-            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMN", (long *)&status_ns);
 	    status_ns = MIN(min_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMN", status_ns);
 
-            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETWATMX", (long *)&status_ns);
 	    status_ns = MAX(max_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMX", status_ns);
 
-            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMX", (long *)&status_ns);
 	    status_ns = MAX(max_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMX", status_ns);
 
-            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMX", (long *)&status_ns);
 	    status_ns = MAX(max_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMX", status_ns);
 
             hputu8(st.buf, "NETPKTS",  pktsock_pkts);
             hputu8(st.buf, "NETDROPS", pktsock_drops);
 
-            hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
-            hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+            hgetu8(st.buf, "NETPKTTL", (long unsigned int*)&pktsock_pkts_total);
+            hgetu8(st.buf, "NETDRPTL", (long unsigned int*)&pktsock_drops_total);
             hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
             hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
 
diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index d57da480..d558d1bd 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -91,7 +91,7 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
         hashpipe_status_lock_safe(&st);
         hputs(st.buf, status_key, "waiting");
         hgets(st.buf,  "INTSTAT", 16, integ_status);
-        hgeti8(st.buf, "INTSYNC", (long long*)&start_mcount);
+        hgeti8(st.buf, "INTSYNC", (long*)&start_mcount);
         hashpipe_status_unlock_safe(&st);
 
         // Wait for new input block to be filled

From 9b7ad668206a101eff22c143b8e2e282428ced5c Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 12 Jun 2019 16:03:52 -0700
Subject: [PATCH 201/420] Make TVG tests happen after performance tests

---
 src/paper_fluff_test.c | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/paper_fluff_test.c b/src/paper_fluff_test.c
index 5ac199ac..b0456f88 100644
--- a/src/paper_fluff_test.c
+++ b/src/paper_fluff_test.c
@@ -461,7 +461,6 @@ int main(int argc, char *argv[])
   printf("N_BYTES_PER_BLOCK=%u\n", N_BYTES_PER_BLOCK);
 
 
-  fluff_check();
 
 #ifdef DEBUG_FLUFF
   fluffed = paper_fluff(in, out);
@@ -479,6 +478,8 @@ int main(int argc, char *argv[])
   }
 #endif // DEBUG_FLUFF_GEN
 
+  fluff_check();
+
   return 0;
 }
 #endif // 1

From 785353b0f1c9e75f7177db561a4c97c3d89d88a0 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 13 Jun 2019 01:27:48 +0000
Subject: [PATCH 202/420] Ibverbs version

---
 hashpipe | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/hashpipe b/hashpipe
index ad77eceb..0ffc3a21 160000
--- a/hashpipe
+++ b/hashpipe
@@ -1 +1 @@
-Subproject commit ad77eceb1a60ed45078d65157f30b5aa42b84705
+Subproject commit 0ffc3a2139f8bfac4b69c0b8cacbbe69d0642cef

From 0883b52f4b8c03ae32ffa93ebacb6359628b6d2c Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Thu, 13 Jun 2019 13:08:52 -0700
Subject: [PATCH 203/420] point hashpipe repo to hera-team github

---
 .gitmodules | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitmodules b/.gitmodules
index bb1ec3ff..1cfa26b7 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -6,4 +6,4 @@
 	url = https://github.com/kiyo-masui/bitshuffle
 [submodule "hashpipe"]
 	path = hashpipe
-	url = https://astro.berkeley.edu/~davidm/hashpipe.git
+	url = https://github.com/hera-team/hashpipe.git

From b2c732124f13c35fff0d12a32d47f9f7472121a1 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Thu, 13 Jun 2019 13:50:20 -0700
Subject: [PATCH 204/420] Flip arrangement of 64-bit words in 256-bit reg

---
 src/hera_ibv_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_ibv_thread.c b/src/hera_ibv_thread.c
index 63de1efb..23fa8c62 100644
--- a/src/hera_ibv_thread.c
+++ b/src/hera_ibv_thread.c
@@ -484,7 +484,7 @@ static inline uint64_t process_packet(
             //fprintf(stdout, "m:%d, a:%d, c:%d, %lu\n", binfo.m, binfo.a, binfo.c, paper_input_databuf_data_idx(binfo.m, binfo.a, binfo.c, 0));
 	    payload_p        = (uint64_t *)((p_frame + UDP_PAYLOAD_OFFSET)+8+(i*2*N_CHAN_PER_PACKET*N_TIME_PER_PACKET));
             for(j=0; j<((2*N_CHAN_PER_PACKET*N_TIME_PER_PACKET) >> 5); j+=1) {
-                vecbuf = _mm256_set_epi64x(payload_p[0], payload_p[1], payload_p[2], payload_p[3]);
+                vecbuf = _mm256_set_epi64x(payload_p[3], payload_p[2], payload_p[1], payload_p[0]);
                 _mm256_stream_si256((__m256i *)dest_p, vecbuf);
                 dest_p += 4;
                 payload_p += 4;

From f0130a46a62673d20e00846a7f68ba360c4d4eda Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Fri, 14 Jun 2019 12:36:27 -0700
Subject: [PATCH 205/420] Change variable name NBLTS for baseline-times product

---
 src/hera_bda_output_thread.c | 2 +-
 src/paper_databuf.h          | 5 ++++-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 5c175a5d..22611566 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -235,7 +235,7 @@ static void *run(hashpipe_thread_args_t * args)
      hashpipe_status_lock_safe(&st);
      hputs(st.buf, status_key, "processing");
      hputi4(st.buf, "OUTBLKIN", block_idx);
-     hputu4(st.buf, "OUTBCNT",  baseline_id/N_BASELINES_BDA);
+     hputu4(st.buf, "OUTBCNT",  baseline_id/N_BLTS_BDA);
      hashpipe_status_unlock_safe(&st);
      
      buf = &(db->block[block_idx]); 
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 84721f18..47b9618e 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -257,7 +257,7 @@ typedef struct paper_output_databuf {
 
 #define N_BASELINES               (N_ANTS * (N_ANTS + 1)/2)
 #define N_COMPLEX_PER_BASELINE    (N_STOKES * N_CHAN_PER_X)
-#define N_BASELINES_BDA           (8*387 + 4*1533 + 2*7168 + 21571 + 30768) // (((N_ANTS-2)*(N_ANTS-1)/2) + 2)
+#define N_BLTS_BDA                (8*387 + 4*1533 + 2*7168 + 21571 + 30768) // (((N_ANTS-2)*(N_ANTS-1)/2) + 2)
 
 #define N_BDABUF_BLOCKS 2
 #define N_BDABUF_BINS   4
@@ -340,6 +340,9 @@ typedef struct hera_bda_databuf{
 #define  hera_catcher_input_databuf_pkt_offset(b, t, x, o) \
      (((b)*TIME_DEMUX*PACKETS_PER_BASELINE) + ((t)*PACKETS_PER_BASELINE) + ((x)*PACKETS_PER_BL_PER_X) + (o))
 
+#define hera_catcher_input_databuf_by_bcnt_idx32(b,s) \
+      (((b)*TIME_DEMUX + (s))*N_CHAN_TOTAL*N_STOKES*2)
+
 typedef struct hera_catcher_input_header{
   uint64_t good_data;
   uint32_t bcnt[BASELINES_PER_BLOCK];        // starting value of baseline_id for this block

From edd4c5a9ece907e3b464f36a0bbddd6d134d6e1b Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Fri, 14 Jun 2019 12:40:12 -0700
Subject: [PATCH 206/420] Do not hardcode catcher IP address

---
 src/hera_gpu_output_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index 52e09b97..9c97e5fd 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -423,7 +423,7 @@ static void *run(hashpipe_thread_args_t * args)
 #define stringify(x) stringify2(x)
 
    // Open socket
-   sockfd = open_udp_socket("10.10.10.222",stringify(CATCHER_PORT)); //"catcher", stringify(CATCHER_PORT));
+   sockfd = open_udp_socket("catcher", stringify(CATCHER_PORT));
    if(sockfd == -1) {
        hashpipe_error(__FUNCTION__, "error opening socket");
        pthread_exit(NULL);

From 5e3bf7dd89c56739e261f4252624aef854ddb000 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Fri, 14 Jun 2019 12:41:02 -0700
Subject: [PATCH 207/420] Store baseline index (bcnt) for every baseline...

... in the block. The disk thread uses the same bcnt to map the
BDA baseline-times to the hdf5 file.
---
 src/hera_catcher_net_thread_bda_v2.c | 237 ++++++++++++++-------------
 1 file changed, 125 insertions(+), 112 deletions(-)

diff --git a/src/hera_catcher_net_thread_bda_v2.c b/src/hera_catcher_net_thread_bda_v2.c
index 9c93e402..592049b9 100644
--- a/src/hera_catcher_net_thread_bda_v2.c
+++ b/src/hera_catcher_net_thread_bda_v2.c
@@ -56,9 +56,9 @@ typedef struct{
 // about the contents of each block
 typedef struct {
     int initialized;
+    uint32_t bcnt_start; 
     int block_curr;
     int block_next;
-    long thresh;
     long out_of_seq_cnt;
     long block_packet_counter[CATCHER_N_BLOCKS];
     char flags[CATCHER_N_BLOCKS][PACKETS_PER_BLOCK];
@@ -69,23 +69,23 @@ static hashpipe_status_t *st_p;
 static const char * status_key;
 
 // Get physical block number given the bcnt
-static inline int block_for_bcnt(uint64_t bcnt){
+static inline int block_for_bcnt(uint32_t bcnt){
     return (bcnt/BASELINES_PER_BLOCK) % CATCHER_N_BLOCKS;
 }
 
 // Initialize a block by clearing its "good data" flag and saving the 
 // bcnt of the first baseline in this block. The bcnt should be a multiple 
 // of BASELINES_PER_BLOCK.
-static inline void initialize_block(hera_catcher_input_databuf_t * hera_catcher_input_databuf_p, uint64_t bcnt){
+static inline void initialize_block(hera_catcher_input_databuf_t * db, uint64_t bcnt){
   int block_i = block_for_bcnt(bcnt);
-  hera_catcher_input_databuf_p->block[block_i].header.bcnt      = bcnt;
-  hera_catcher_input_databuf_p->block[block_i].header.good_data = 0;
+  db->block[block_i].header.bcnt[0]   = bcnt;
+  db->block[block_i].header.good_data = 0;
 }
 
 /* Initialize block_info */
 // This function must be called once and only once per block_info structure!
 // Subsequent calls are no-ops.
-static inline void initialize_block_info(block_info_t * binfo, int pkt_block_id){
+static inline void initialize_block_info(block_info_t * binfo, uint32_t bcnt){
     int i;
 
     // If this block_info structure has already been initialized
@@ -100,9 +100,9 @@ static inline void initialize_block_info(block_info_t * binfo, int pkt_block_id)
     }
 
     // The number of the current block is set by the first packet received
-    binfo->block_curr     = pkt_block_id;
-    binfo->block_next     = (pkt_block_id+1) % CATCHER_N_BLOCKS;
-    binfo->thresh         = PACKETS_PER_BLOCK/8;
+    binfo->bcnt_start     = bcnt;
+    binfo->block_curr     = block_for_bcnt(bcnt);
+    binfo->block_next     = (binfo->block_curr+1) % CATCHER_N_BLOCKS;
     binfo->out_of_seq_cnt = 0;
     binfo->initialized    = 1;
 }
@@ -122,8 +122,11 @@ static inline void get_header(unsigned char *p_frame, packet_header_t *pkt_heade
 /* Set hashpipe block to filled */
 // This sets the "current" block to be marked as filled.
 // Returns bcnt of the block being marked filled.
-static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_input_databuf_p, block_info_t *binfo){
-  static int last_filled = -1; //(binfo->block_curr-1)% CATCHER_N_BLOCKS;
+static uint64_t set_block_filled(hera_catcher_input_databuf_t *db, block_info_t *binfo){
+  static int last_filled = -1; 
+  if (last_filled==-1){ 
+    last_filled = (binfo->block_curr-1)% CATCHER_N_BLOCKS;
+  }
 
   uint64_t block_missed_pkt_cnt;
   uint32_t missed_pkt_cnt;
@@ -135,10 +138,10 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
     printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
   }
 
-  hera_catcher_input_databuf_p->block[block_i].header.good_data = 1;
+  db->block[block_i].header.good_data = 1;
 
   // Set the block as filled
-  if(hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_p, block_i) != HASHPIPE_OK){
+  if(hera_catcher_input_databuf_set_filled(db, block_i) != HASHPIPE_OK){
     hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
     pthread_exit(NULL);
   }
@@ -160,7 +163,7 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
   }
   hashpipe_status_unlock_safe(st_p);
 
-  return hera_catcher_input_databuf_p->block[block_i].header.bcnt;
+  return db->block[block_i].header.bcnt[0];
 }
 
 
@@ -171,126 +174,130 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
 // NETMCNT, so it is important that values other than -1 are returned rarely
 // (i.e. when marking a block as filled)!!!
 static inline uint64_t process_packet(
-  hera_catcher_input_databuf_t *hera_catcher_input_databuf_p, unsigned char *p_frame){
+  hera_catcher_input_databuf_t *db, unsigned char *p_frame){
 
   static block_info_t binfo;
   packet_header_t pkt_header;
-  //const uint32_t *payload_p;
-  //uint32_t *dest_p;
-  //int i;
+  const uint32_t *payload_p;
+  uint32_t *dest_p;
+  int i;
   int pkt_block_i;
   int b, x, t, o;
   uint32_t pkt_offset;
+  uint32_t pkt_bcnt_dist;
   uint64_t bcnt = -1;
-  int rv;
 
   // Parse packet header
   get_header(p_frame, &pkt_header);
-  pkt_block_i = block_for_bcnt(pkt_header.bcnt);  
+  pkt_block_i = block_for_bcnt(pkt_header.bcnt);
 
   // Lazy init binfo
   if(!binfo.initialized){
     fprintf(stderr,"Initializing binfo..!\n");
-    initialize_block_info(&binfo, pkt_block_i);
-    initialize_block(hera_catcher_input_databuf_p, pkt_header.bcnt); 
-    initialize_block(hera_catcher_input_databuf_p, pkt_header.bcnt+BASELINES_PER_BLOCK); 
+    initialize_block_info(&binfo, pkt_header.bcnt);
+
+    fprintf(stderr,"Initializing the first blocks..\n");
+    // Initialize the newly acquired block
+    initialize_block(db, pkt_header.bcnt); 
+    initialize_block(db, pkt_header.bcnt+BASELINES_PER_BLOCK); 
+    initialize_block(db, pkt_header.bcnt+2*BASELINES_PER_BLOCK); 
   }
 
-  fprintf(stderr, "curr:%d\tnext:%d\t",binfo.block_curr, binfo.block_next);
-  fprintf(stderr, "bcnt:%d\tblock_id:%d\t",pkt_header.bcnt,pkt_block_i);
-  fprintf(stderr, "xeng:%d\n",pkt_header.xeng_id);
-
-  // Place the packet in curr/next block or drop it
-  // If the packet belongs to the current block, process it as usual.
-  // If the packet belongs to the next block, mark the previous block
-  // as filled and update the binfo tags.
-  // If the packet is two blocks away (i.e., curr_block_id + 2) then 
-  // drop the packet.
-  if(pkt_block_i == binfo.block_curr || pkt_block_i == binfo.block_next){
+  //fprintf(stderr, "curr:%d\tnext:%d\t",binfo.block_curr, binfo.block_next);
+  //fprintf(stderr, "bcnt:%d\tblock_id:%d\n",pkt_header.bcnt, pkt_block_i);
+  //fprintf(stderr, "xeng:%d\n",pkt_header.xeng_id);
+
+  // Packet bcnt distance (how far away is this packet's bcnt from the
+  // current bcnt).  Positive distance for pcnt mcnts > current mcnt.
+  pkt_bcnt_dist = pkt_header.bcnt - binfo.bcnt_start; 
+
+  // We expect packets for the current block, the next block and the block after.
+  if (0 <= pkt_bcnt_dist && pkt_bcnt_dist < 3*BASELINES_PER_BLOCK){
+    // If the packet is for the block after the next block (i.e. current 
+    // block + 2 blocks), mark the current block as filled.
+    if (pkt_bcnt_dist >= 2*BASELINES_PER_BLOCK){
+       
+       bcnt = set_block_filled(db, &binfo);
+
+       // Print
+       fprintf(stderr,"Filled Block: %d with bcnt: %lu\n",binfo.block_curr, bcnt);
+
+       // Update binfo
+       binfo.bcnt_start += BASELINES_PER_BLOCK;
+       binfo.block_packet_counter[binfo.block_curr] = 0;
+       memset(binfo.flags[binfo.block_curr],     0, PACKETS_PER_BLOCK*sizeof(char));
+       memset(binfo.baselines[binfo.block_curr], 0, BASELINES_PER_BLOCK*sizeof(char));
+
+       binfo.block_curr = binfo.block_next;
+       binfo.block_next = (binfo.block_next+1) % CATCHER_N_BLOCKS; 
+
+       // Wait (hopefully not long!) to acquire the block after next.
+       if(hera_catcher_input_databuf_busywait_free(db, pkt_block_i) != HASHPIPE_OK) {
+       if (errno == EINTR) {
+           // Interrupted by signal, return -1
+           hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+           pthread_exit(NULL);
+           return -1; // We're exiting so return value is kind of moot
+       } else {
+           hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+           pthread_exit(NULL);
+           return -1; // We're exiting so return value is kind of moot
+       }
+       }
+
+       // Initialize the newly acquired block
+       initialize_block(db, bcnt+2*BASELINES_PER_BLOCK); 
+
+       // Reset out-of-seq counter
+       binfo.out_of_seq_cnt = 0;
+    }
+
+    // Evaluate the location in the buffer to which to copy the packet data   
     b = pkt_header.bcnt % BASELINES_PER_BLOCK;
     x = pkt_header.xeng_id % N_XENGINES_PER_TIME;
     t = (pkt_header.mcnt/Nt) % TIME_DEMUX;  //Nt = 2
     o = pkt_header.offset;
-    
     pkt_offset = hera_catcher_input_databuf_pkt_offset(b, t, x, o);
     //fprintf(stderr, "offset: %d\n", pkt_offset);
     //fprintf(stderr, "bcnt-loc:%d\txeng:%d\ttime:%d\tpktoffset:%d\n",b,x,t,o);
     
-    if(binfo.flags[pkt_block_i][pkt_offset]){
-      // This slot is already filled
-      //fprintf(stderr, "Packet repeated!!\n");
-      binfo.out_of_seq_cnt++;
-      return -1;
+    // Copy data into buffer with byte swap
+    payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t)); 
+    dest_p    = (uint32_t *)(db->block[pkt_block_i].data + (pkt_header.payload_len * pkt_offset/sizeof(uint32_t)));
+
+    for(i=0; i<(pkt_header.payload_len>>2); i++){
+      dest_p[i] = be32toh(payload_p[i]);
     }
+    //fprintf(stderr,"bcnt:%d\t block_id:%d\t Pkt cntr: %lu\n",b, pkt_block_i, binfo.block_packet_counter[pkt_block_i]);
 
     // If this is the first packet of this baseline, update header
     if(!binfo.baselines[pkt_block_i][b]){
-      hera_catcher_input_databuf_p->block[pkt_block_i].header.mcnt[b] = pkt_header.mcnt;
-      hera_catcher_input_databuf_p->block[pkt_block_i].header.ant_pair_0[b] = pkt_header.ant0;
-      hera_catcher_input_databuf_p->block[pkt_block_i].header.ant_pair_1[b] = pkt_header.ant1;
+      db->block[pkt_block_i].header.mcnt[b] = pkt_header.mcnt;
+      db->block[pkt_block_i].header.ant_pair_0[b] = pkt_header.ant0;
+      db->block[pkt_block_i].header.ant_pair_1[b] = pkt_header.ant1;
+      db->block[pkt_block_i].header.bcnt[b] = pkt_header.bcnt;
       binfo.baselines[pkt_block_i][b] = 1;
     }
-
-    // Copy data into buffer with byte swap
-    //payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t)); 
-    //dest_p    = (uint32_t *)(hera_catcher_input_databuf_p->block[pkt_block_i].data + (pkt_header.payload_len * pkt_offset/sizeof(uint32_t)));
-
-    //for(i=0; i<(pkt_header.payload_len>>2); i++){
-    //  dest_p[i] = be32toh(payload_p[i]);
-    //}
+    // Update binfo
     binfo.flags[pkt_block_i][pkt_offset] = 1;
     binfo.block_packet_counter[pkt_block_i]++;
-    //fprintf(stderr,"bcnt:%d\t block_id:%d\t Pkt cntr: %lu\n",b, pkt_block_i, binfo.block_packet_counter[pkt_block_i]);    
-
-    // Check if curr block is full or next block is at thresh and set curr 
-    // as filled. Wait to acquire the next block and update binfo tags.
-    if((binfo.block_packet_counter[binfo.block_curr] == PACKETS_PER_BLOCK) || \
-       (binfo.block_packet_counter[binfo.block_next] == binfo.thresh)){
-      
-      bcnt = set_block_filled(hera_catcher_input_databuf_p, &binfo);
-
-      // Print
-      fprintf(stderr,"Filled Block: %d with bcnt: %lu\n",binfo.block_curr, bcnt);
-
-      // Update binfo
-      binfo.block_packet_counter[binfo.block_curr] = 0;
-      memset(binfo.flags[binfo.block_curr],     0, PACKETS_PER_BLOCK*sizeof(char));
-      memset(binfo.baselines[binfo.block_curr], 0, BASELINES_PER_BLOCK*sizeof(char));
-
-      binfo.block_curr = binfo.block_next;
-      binfo.block_next = (binfo.block_next+1) % CATCHER_N_BLOCKS; 
-
-      // Wait (hopefully not long!) to acquire the block after next.
-      hashpipe_status_lock_safe(st_p);
-      hputs(st_p->buf, status_key, "waiting for outbuf");
-      hashpipe_status_unlock_safe(st_p);
-      while ((rv=hera_catcher_input_databuf_wait_free(hera_catcher_input_databuf_p, binfo.block_next)) != HASHPIPE_OK){
-        if (rv==HASHPIPE_TIMEOUT) {
-            hashpipe_status_lock_safe(st_p);
-            hputs(st_p->buf, status_key, "blocked output");
-            hashpipe_status_unlock_safe(st_p);
-            continue;
-        } else {
-            hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-            pthread_exit(NULL);
-            break;
-        }
-      }
-
-      hashpipe_status_lock_safe(st_p);
-      hputs(st_p->buf, status_key, "running");
-      hashpipe_status_unlock_safe(st_p);
-      // Initialize the newly acquired block
-      initialize_block(hera_catcher_input_databuf_p, bcnt+2*BASELINES_PER_BLOCK); 
-    }
+
+    // Check for duplicate packets
+    // if(binfo.flags[pkt_block_i][pkt_offset]){
+    //   // This slot is already filled
+    //   //fprintf(stderr, "Packet repeated!!\n");
+    //   binfo.out_of_seq_cnt++;
+    //   return -1;
+    // }
+
   }else{
     binfo.out_of_seq_cnt++;
     return -1;
   }
   
-  if (binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ_PKTS){
-    //fprintf(stderr,"Lots of out of sequence packets!");
-  }
+  //if (binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ_PKTS){
+  //  fprintf(stderr,"Lots of out of sequence packets!");
+  //}
   return bcnt;  
 }
 
@@ -362,7 +369,6 @@ static void *run(hashpipe_thread_args_t * args){
   st_p = &st;	// allow global (this source file) access to the status buffer
 
   // Flag that holds off the net thread
-  //int holdoff = 1;
   int holdoff = 0;
 
   // Force ourself into the hold off state
@@ -385,7 +391,7 @@ static void *run(hashpipe_thread_args_t * args){
     hashpipe_status_unlock_safe(&st);
   }
 
-  fprintf(stderr,"Waiting to acquire two blocks to start!\n");
+  fprintf(stderr,"Waiting to acquire three blocks to start!\n");
 
   // Acquire first two blocks to start
   if(hera_catcher_input_databuf_busywait_free(db, 0) != HASHPIPE_OK){
@@ -406,12 +412,17 @@ static void *run(hashpipe_thread_args_t * args){
         hashpipe_error(__FUNCTION__, "error waiting for free databuf");
         pthread_exit(NULL);
     }
+  }if(hera_catcher_input_databuf_busywait_free(db, 2) != HASHPIPE_OK){
+    if (errno == EINTR){
+      // Interrupted by signal, return -1
+      hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+      pthread_exit(NULL);
+    }else{
+        hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+        pthread_exit(NULL);
+    }
   }
 
-  fprintf(stderr,"Initializing the blocks..\n");
-  // Initialize the newly acquired block
-  initialize_block(db, 0);
-  initialize_block(db, BASELINES_PER_BLOCK);
 
   /* Read network params */
   int bindport = CATCHER_PORT;
@@ -466,6 +477,8 @@ static void *run(hashpipe_thread_args_t * args){
 
 
   fprintf(stderr,"Starting to collect packets..\n");
+  fprintf(stderr,"Channels per catcher packet:%ld\n",CHAN_PER_CATCHER_PKT);
+  fprintf(stderr,"Packets per block: %ld\n",PACKETS_PER_BLOCK);
 
   while (run_threads()) {
     // Read packet
@@ -489,7 +502,7 @@ static void *run(hashpipe_thread_args_t * args){
     }
 
     packet_count++;
-
+    
     // Copy packet into any blocks where it belongs.
     const uint64_t bcnt = process_packet((hera_catcher_input_databuf_t *)db, p_frame);
     // Release frame back to kernel
@@ -531,35 +544,35 @@ static void *run(hashpipe_thread_args_t * args){
 
       // Get and put min and max values.  The "get-then-put" allows the
       // user to reset the min max values in the status buffer.
-      hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+      hgeti8(st.buf, "NETWATMN", (long int *)&status_ns);
       status_ns = MIN(min_wait_ns, status_ns);
           hputi8(st.buf, "NETWATMN", status_ns);
 
-          hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+          hgeti8(st.buf, "NETRECMN", (long int *)&status_ns);
       status_ns = MIN(min_recv_ns, status_ns);
           hputi8(st.buf, "NETRECMN", status_ns);
 
-          hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+          hgeti8(st.buf, "NETPRCMN", (long int *)&status_ns);
       status_ns = MIN(min_proc_ns, status_ns);
           hputi8(st.buf, "NETPRCMN", status_ns);
 
-          hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+          hgeti8(st.buf, "NETWATMX", (long int *)&status_ns);
       status_ns = MAX(max_wait_ns, status_ns);
           hputi8(st.buf, "NETWATMX", status_ns);
 
-          hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+          hgeti8(st.buf, "NETRECMX", (long int *)&status_ns);
       status_ns = MAX(max_recv_ns, status_ns);
           hputi8(st.buf, "NETRECMX", status_ns);
 
-          hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+          hgeti8(st.buf, "NETPRCMX", (long int *)&status_ns);
       status_ns = MAX(max_proc_ns, status_ns);
           hputi8(st.buf, "NETPRCMX", status_ns);
 
           hputu8(st.buf, "NETPKTS",  pktsock_pkts);
           hputu8(st.buf, "NETDROPS", pktsock_drops);
 
-          hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
-          hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+          hgetu8(st.buf, "NETPKTTL", (long unsigned int*)&pktsock_pkts_total);
+          hgetu8(st.buf, "NETDRPTL", (long unsigned int*)&pktsock_drops_total);
           hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
           hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
 

From 03f884e11c8fd42a97e116c8a8e1131748e54ab8 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Fri, 14 Jun 2019 12:43:11 -0700
Subject: [PATCH 208/420] BDA disk thread v2

---
 src/hera_catcher_disk_thread_v2.c | 999 ++++++++++++++++++++++++++++++
 1 file changed, 999 insertions(+)
 create mode 100644 src/hera_catcher_disk_thread_v2.c

diff --git a/src/hera_catcher_disk_thread_v2.c b/src/hera_catcher_disk_thread_v2.c
new file mode 100644
index 00000000..6adff7d7
--- /dev/null
+++ b/src/hera_catcher_disk_thread_v2.c
@@ -0,0 +1,999 @@
+/*
+ * hera_catcher_disk_thread.c
+ *
+ * Writes correlated data to disk as hdf5 files.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <pthread.h>
+#include <signal.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <sys/sendfile.h>
+#include <sys/stat.h>
+#include <fcntl.h>
+#include <unistd.h>
+#include <hdf5.h>
+#include <smmintrin.h>
+#include <immintrin.h>
+#include <hiredis.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+#include "lzf_filter.h"
+
+#define ELAPSED_NS(start,stop) \
+  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
+
+#ifndef MIN
+#define MIN(a,b) ((a) < (b) ? (a) : (b))
+#endif
+
+#ifndef MAX
+#define MAX(a,b) ((a) > (b) ? (a) : (b))
+#endif
+
+#define N_DATA_DIMS (4)
+#define N_CHAN_PROCESSED (N_CHAN_TOTAL / (CATCHER_CHAN_SUM * XENG_CHAN_SUM))
+#define N_CHAN_RECEIVED (N_CHAN_TOTAL / XENG_CHAN_SUM)
+#define N_BL_PER_WRITE (32)
+//#define SKIP_DIFF
+
+#define CPTR(VAR,CONST) ((VAR)=(CONST),&(VAR))
+
+#define MAXTIMES 64
+
+static hid_t complex_id;
+static hid_t boolenumtype;
+//static hid_t boolean_id;
+
+typedef enum {
+    FALSE,
+    TRUE
+} bool_t;
+
+typedef struct {
+    double e;
+    double n;
+    double u;
+} enu_t;
+
+typedef struct {
+    int a;
+    int b;
+} bl_t;
+
+typedef struct {
+    int ant0;
+    int ant1;
+    int tsamp;
+} bl_bda_t;
+
+typedef struct {
+    hid_t file_id;
+    hid_t header_gid;
+    hid_t data_gid;
+    hid_t extra_keywords_gid;
+    hid_t visdata_did;
+    hid_t flags_did;
+    hid_t nsamples_did;
+    hid_t time_array_did;
+    hid_t integration_time_did;
+    hid_t uvw_array_did;
+    hid_t ant_1_array_did;
+    hid_t ant_2_array_did;
+    hid_t visdata_fs;
+    hid_t flags_fs;
+    hid_t nsamples_fs;
+    hid_t time_array_fs;
+    hid_t integration_time_fs;
+    hid_t uvw_array_fs;
+    hid_t ant_1_array_fs;
+    hid_t ant_2_array_fs;
+} hdf5_id_t;
+
+static hid_t open_hdf5_from_template(char * sourcename, char * destname)
+{
+    int read_fd, write_fd;
+    struct stat stat_buf;
+    off_t offset = 0;
+    hid_t status;
+    
+    read_fd = open(sourcename, O_RDONLY);
+    if (read_fd < 0) {
+        hashpipe_error(__FUNCTION__, "error opening %s", sourcename);
+        pthread_exit(NULL);
+    }
+
+    // Get the file size
+    fstat(read_fd, &stat_buf);
+
+    write_fd = open(destname, O_WRONLY | O_CREAT, stat_buf.st_mode);
+    if (write_fd < 0) {
+        hashpipe_error(__FUNCTION__, "error opening %s", destname);
+        pthread_exit(NULL);
+    }
+
+    sendfile(write_fd, read_fd, &offset, stat_buf.st_size);
+    
+    close(read_fd);
+    close(write_fd);
+
+    status = H5Fopen(destname, H5F_ACC_RDWR, H5P_DEFAULT);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "error opening %s as HDF5 file", destname);
+        pthread_exit(NULL);
+    }
+
+    return status;
+}
+
+# define FILTER_H5_LZF 32000
+# define FILTER_H5_BITSHUFFLE 32008
+static void init_data_dataset(hdf5_id_t *id){
+
+   hsize_t data_dims[N_DATA_DIMS] = {N_BLTS_BDA, 1, N_CHAN_PROCESSED, N_STOKES};
+   hsize_t chunk_dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
+
+   hid_t file_space = H5Screate_simple(N_DATA_DIMS, data_dims, NULL);
+
+   //make plist for LZF datasets
+   int r;
+   r = register_lzf();
+   if (r<0) {
+     hashpipe_error(__FUNCTION__, "Failed to register LZF filter");
+     pthread_exit(NULL);
+   }
+   hid_t plist_lzf = H5Pcreate(H5P_DATASET_CREATE);
+   H5Pset_chunk(plist_lzf, N_DATA_DIMS, chunk_dims);
+   H5Pset_shuffle(plist_lzf);
+   H5Pset_filter(plist_lzf, H5PY_FILTER_LZF, H5Z_FLAG_OPTIONAL, 0, NULL);
+
+   // make plist for non-compressed datasets
+   hid_t plist = H5Pcreate(H5P_DATASET_CREATE);
+   H5Pset_layout(plist, H5D_CHUNKED);
+   H5Pset_chunk(plist, N_DATA_DIMS, chunk_dims);
+
+   // Now we have the dataspace properties, create the datasets
+   id->visdata_did = H5Dcreate(id->data_gid, "visdata", complex_id, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+   if (id->visdata_did < 0) {
+       hashpipe_error(__FUNCTION__, "Failed to create visdata dataset");
+       pthread_exit(NULL);
+   }
+
+   id->nsamples_did = H5Dcreate(id->data_gid, "nsamples", H5T_IEEE_F32LE, file_space, H5P_DEFAULT, plist_lzf, H5P_DEFAULT);
+   if (id->nsamples_did < 0) {
+       hashpipe_error(__FUNCTION__, "Failed to create nsamples dataset");
+       pthread_exit(NULL);
+   }
+
+   id->flags_did = H5Dcreate(id->data_gid, "flags", boolenumtype, file_space, H5P_DEFAULT, plist_lzf, H5P_DEFAULT);
+   if (id->flags_did < 0) {
+       hashpipe_error(__FUNCTION__, "Failed to create flags dataset");
+       pthread_exit(NULL);
+   }
+
+   H5Pclose(plist);
+   H5Pclose(plist_lzf);
+   H5Sclose(file_space);
+}
+
+/* Create the extensible header entries which have dimensions ~Nblts.
+ * These are:
+ * Header/uvw_array (Nblts x 3)
+ * Header/time_array (Nblts)
+ * Header/integration_time (Nblts)
+ * Header/ant_1_array (Nblts)
+ * Header/ant_2_array (Nblts)
+ */
+#define DIM1 1
+#define DIM2 2
+static void init_headers_dataset(hdf5_id_t *id) {
+   hsize_t dims1[DIM1] = {N_BLTS_BDA};
+   hsize_t chunk_dims1[DIM1] = {1};
+
+   hid_t file_space = H5Screate_simple(DIM1, dims1, NULL);
+   hid_t plist = H5Pcreate(H5P_DATASET_CREATE);
+
+   H5Pset_layout(plist, H5D_CHUNKED);
+   H5Pset_chunk(plist, DIM1, chunk_dims1);
+
+   // Now we have the dataspace properties, create the datasets
+   id->time_array_did = H5Dcreate(id->header_gid, "time_array", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+   if (id->time_array_did < 0) {
+       hashpipe_error(__FUNCTION__, "Failed to create time_array dataset");
+       pthread_exit(NULL);
+   }
+
+   id->integration_time_did = H5Dcreate(id->header_gid, "integration_time", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+   if (id->integration_time_did < 0) {
+       hashpipe_error(__FUNCTION__, "Failed to create integration_time dataset");
+       pthread_exit(NULL);
+   }
+
+   id->ant_1_array_did = H5Dcreate(id->header_gid, "ant_1_array", H5T_NATIVE_INT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+   if (id->ant_1_array_did < 0) {
+       hashpipe_error(__FUNCTION__, "Failed to create ant_1_array dataset");
+       pthread_exit(NULL);
+   }
+
+   id->ant_2_array_did = H5Dcreate(id->header_gid, "ant_2_array", H5T_NATIVE_INT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+   if (id->ant_2_array_did < 0) {
+       hashpipe_error(__FUNCTION__, "Failed to create ant_2_array dataset");
+       pthread_exit(NULL);
+   }
+
+   id->time_array_fs = H5Dget_space(id->time_array_did);
+   id->integration_time_fs = H5Dget_space(id->integration_time_did);
+   id->ant_1_array_fs = H5Dget_space(id->ant_1_array_did);
+   id->ant_2_array_fs = H5Dget_space(id->ant_2_array_did);
+
+   H5Pclose(plist);
+   H5Sclose(file_space);
+
+   // TODO: uvw array can be static for a file. See if you can encode this in python.
+   ///* And now uvw_array, which has shape Nblts x 3 */
+   //hsize_t dims2[DIM2]   = {N_BLTS_BDA, 3};
+   //hsize_t chunk_dims2[DIM2] = {1, 3};
+
+   //file_space = H5Screate_simple(DIM2, dims2, NULL);
+   //plist = H5Pcreate(H5P_DATASET_CREATE);
+
+   //H5Pset_layout(plist, H5D_CHUNKED);
+
+   //H5Pset_chunk(plist, DIM2, chunk_dims2);
+
+   //// Now we have the dataspace properties, create the datasets
+   //id->uvw_array_did = H5Dcreate(id->header_gid, "uvw_array", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+   //if (id->uvw_array_did < 0) {
+   //    hashpipe_error(__FUNCTION__, "Failed to create uvw_array dataset");
+   //    pthread_exit(NULL);
+   //}
+   //id->uvw_array_fs = H5Dget_space(id->uvw_array_did);
+
+   //H5Pclose(plist);
+   H5Sclose(file_space);
+}
+
+#define VERSION_BYTES 32
+static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t, char* tag) {
+    hid_t dataset_id;
+    hid_t memtype;
+    hid_t stat;
+    char ver[VERSION_BYTES] = GIT_VERSION; // defined at compile time
+
+    id->file_id = open_hdf5_from_template(template_fname, hdf5_fname);
+
+    // Open HDF5 header groups and create data group
+    id->header_gid = H5Gopen(id->file_id, "Header", H5P_DEFAULT);
+    if (id->header_gid < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header");
+        pthread_exit(NULL);
+    }
+    
+    id->extra_keywords_gid = H5Gopen(id->header_gid, "extra_keywords", H5P_DEFAULT);
+    if (id->extra_keywords_gid < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords");
+        pthread_exit(NULL);
+    }
+
+    id->data_gid = H5Gcreate(id->file_id, "Data", H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT);
+    if (id->data_gid < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create Data group");
+        pthread_exit(NULL);
+    }
+
+    // Create the "Data" group datasets. This function
+    // assigns all the dataset ids to the id struct
+    init_data_dataset(id);
+    // Create the "Header/*" group datasets. This function
+    // assigns all the dataset ids to the id struct
+    init_headers_dataset(id);
+    
+    // Write meta-data values we know at file-open
+    // Write data tag
+    memtype = H5Tcopy(H5T_C_S1);
+    stat = H5Tset_size(memtype, 128);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to set size of tag memtype");
+    }
+    dataset_id = H5Dopen(id->extra_keywords_gid, "tag", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/tag");
+    }
+    stat = H5Dwrite(dataset_id, memtype, H5S_ALL, H5S_ALL, H5P_DEFAULT, tag);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to write Header/tag");
+    }
+    stat = H5Dclose(dataset_id);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/tag");
+    }
+
+    dataset_id = H5Dopen(id->extra_keywords_gid, "obs_id", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/obs_id");
+    }
+    H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_obs_id);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to write Header/extra_keywords/obs_id");
+    }
+    H5Dclose(dataset_id);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/obs_id");
+    }
+    dataset_id = H5Dopen(id->extra_keywords_gid, "corr_ver", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/corr_ver");
+    }
+    memtype = H5Tcopy(H5T_C_S1);
+    stat = H5Tset_size(memtype, VERSION_BYTES);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to set size of corr_ver memtype");
+    }
+    stat = H5Dwrite(dataset_id, memtype, H5S_ALL, H5S_ALL, H5P_DEFAULT, ver);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to write Header/extra_keywords/corr_ver");
+    }
+    stat = H5Dclose(dataset_id);
+    if (stat < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/corr_ver");
+    }
+    dataset_id = H5Dopen(id->extra_keywords_gid, "startt", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/startt");
+    }
+    H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_start_t);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to write Header/extra_keywords/startt");
+    }
+    H5Dclose(dataset_id);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/startt");
+    }
+}
+
+
+static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts, uint64_t file_nts) {
+    hid_t dataset_id;
+    dataset_id = H5Dopen(id->extra_keywords_gid, "stopt", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_stop_t);
+    H5Dclose(dataset_id);
+    dataset_id = H5Dopen(id->extra_keywords_gid, "duration", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_duration);
+    H5Dclose(dataset_id);
+    dataset_id = H5Dopen(id->header_gid, "Nblts", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nblts);
+    H5Dclose(dataset_id);
+    dataset_id = H5Dopen(id->header_gid, "Ntimes", H5P_DEFAULT);
+    H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nts);
+    H5Dclose(dataset_id);
+    // Close datasets
+    if (H5Dclose(id->visdata_did) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close visdata dataset");
+    }
+    if (H5Dclose(id->flags_did) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close flags dataset");
+    }
+    if (H5Dclose(id->nsamples_did) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close nsamples dataset");
+    }
+    // Close groups
+    if (H5Gclose(id->extra_keywords_gid) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close extra_keywords group");
+    }
+    if (H5Gclose(id->header_gid) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close header group");
+    }
+    if (H5Gclose(id->data_gid) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close data group");
+    }
+    // Close file
+    if (H5Fflush(id->file_id, H5F_SCOPE_GLOBAL) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to flush file");
+    }
+    if (H5Fclose(id->file_id) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close file");
+    }
+}
+
+static void close_filespaces(hdf5_id_t *id) {
+    H5Sclose(id->visdata_fs);
+    H5Sclose(id->flags_fs);
+    H5Sclose(id->nsamples_fs);
+    H5Sclose(id->time_array_fs);
+    H5Sclose(id->integration_time_fs);
+    H5Sclose(id->uvw_array_fs);
+    H5Sclose(id->ant_1_array_fs);
+    H5Sclose(id->ant_2_array_fs);
+}
+
+/* Given an array of baseline pairs, figure out the indices of the autocorrs */
+static void get_auto_indices(bl_t *bl_order, int32_t *auto_indices, uint32_t n_bls) {
+    int32_t i = 0;
+    for (i=0; i<N_ANTS; i++) {
+        auto_indices[i] = -1;
+    }
+    for (i=0; i<n_bls; i+=1) {
+        if (bl_order[i].a == bl_order[i].b) {
+            if (bl_order[i].a < N_ANTS) {
+                auto_indices[bl_order[i].a] = i;
+            }
+        }
+    }
+}
+
+///* Given an array of baseline pairs, figure out the indices of the autocorrs */
+//static void get_auto_indices(bl_bda_t *bl_bda_order, int32_t *auto_indices, uint32_t n_blts) {
+//    int32_t i = 0;
+//    for (i=0; i<N_ANTS; i++) {
+//        auto_indices[i] = -1;
+//    }
+//    for (i=0; i<n_blts; i+=1) {
+//        if ((bl_bda_order[i].ant0 == bl_bda_order[i].ant1) && (bl_bda_order.tsamp==0)) {
+//            if (bl_bda_order[i].ant0 < N_ANTS) {
+//                auto_indices[bl_bda_order[i].ant0] = i;
+//            }
+//        }
+//    }
+//}
+
+///* Read the baseline-time order for baseline dependent averaged data from an HDF5 file via the Header/corr_bl_bda_order dataset */
+//static void get_bl_bda_order(hdf5_id_t *id, bl_bda_t *bl_bda_order){
+//    hid_t dataset_id;
+//    herr_t status;
+//    dataset_id = H5Dopen(id->header_gid, "corr_bl_bda_order", H5P_DEFAULT);
+//    if (dataset_id < 0) {
+//        hashpipe_error(__FUNCTION__, "Failed to open Header/corr_bl_order dataset");
+//        pthread_exit(NULL);
+//    }
+//    status = H5Dread(dataset_id, H5T_STD_I32LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, bl_bda_order);
+//    if (status < 0) {
+//        hashpipe_error(__FUNCTION__, "Failed to read Header/corr_bl_order dataset");
+//        pthread_exit(NULL);
+//    }
+//    status = H5Dclose(dataset_id);
+//    if (status < 0) {
+//        hashpipe_error(__FUNCTION__, "Failed to close Header/corr_bl_order dataset");
+//        pthread_exit(NULL);
+//    }
+//}
+
+/* Read the baseline order from an HDF5 file via the Header/corr_bl_order dataset */
+static void get_bl_order(hdf5_id_t *id, bl_t *bl_order) {
+    hid_t dataset_id;
+    herr_t status;
+    dataset_id = H5Dopen(id->header_gid, "corr_bl_order", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/corr_bl_order dataset");
+        pthread_exit(NULL);
+    }
+    status = H5Dread(dataset_id, H5T_STD_I32LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, bl_order);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to read Header/corr_bl_order dataset");
+        pthread_exit(NULL);
+    }
+    status = H5Dclose(dataset_id);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/corr_bl_order dataset");
+        pthread_exit(NULL);
+    }
+}
+
+/* Read the antenna positions from an HDF5 file via the Header/antenna_positions_enu dataset */
+static void get_ant_pos(hdf5_id_t *id, enu_t *ant_pos) {
+    hid_t dataset_id;
+    herr_t status;
+    dataset_id = H5Dopen(id->header_gid, "antenna_positions_enu", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/antenna_positions_enu dataset");
+        pthread_exit(NULL);
+    }
+    status = H5Dread(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, ant_pos);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to read Header/antenna_positions_enu dataset");
+        pthread_exit(NULL);
+    }
+    status = H5Dclose(dataset_id);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/antenna_positions_enu dataset");
+        pthread_exit(NULL);
+    }
+}
+
+/*
+Turn an mcnt into a UNIX time in double-precision.
+*/
+static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
+{
+    return sync_time + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
+}
+
+/* 
+ * Write a bcnt to the dataset, at the right offset
+ */
+static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hid_t mem_space, uint64_t *visdata_buf)
+{
+    hsize_t start[N_DATA_DIMS] = {(bcnt%N_BLTS_BDA), 0, 0, 0};
+    hsize_t count[N_DATA_DIMS] = {1 , 1, N_CHAN_PROCESSED, N_STOKES};
+    H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
+    H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf);
+}
+
+/* 
+ * Write information to the hdf5 header. The data is written in the order it comes in, so the 
+ * header might not be in a particular order-- verify!
+ * Write: time, ant0, ant1, integration time
+ */
+
+static void write_header(hdf5_id_t *id, hsize_t t, hid_t mem_space_nblts, double *integration_time_buf, double *time_array_buf, int *ant_0_array, int *ant_1_array){
+
+   // integration time  
+   if (H5Dwrite(id->integration_time_did, H5T_NATIVE_DOUBLE, mem_space_nblts, id->integration_time_fs, H5P_DEFAULT, integration_time_buf) < 0){
+        hashpipe_error(__FUNCTION__, "Error writing integration time");
+   }
+
+   // time stamp of integration
+   if (H5Dwrite(id->time_array_did, H5T_NATIVE_DOUBLE, mem_space_nblts, id->time_array_fs, H5P_DEFAULT, time_array_buf) < 0) {
+       hashpipe_error(__FUNCTION__, "Error writing time_array");
+   }
+
+   // ant0
+   if (H5Dwrite(id->ant_1_array_did, H5T_NATIVE_INT, mem_space_nblts, id->ant_1_array_fs, H5P_DEFAULT, ant_0_array) < 0) {
+       hashpipe_error(__FUNCTION__, "Error writing ant_1_array");
+   }
+
+   // ant1
+   if (H5Dwrite(id->ant_2_array_did, H5T_NATIVE_INT, mem_space_nblts, id->ant_2_array_fs, H5P_DEFAULT, ant_1_array) < 0) {
+       hashpipe_error(__FUNCTION__, "Error writing ant_2_array");
+   }
+
+}
+
+// Get the even-sample / first-pol / first-complexity of the correlation buffer for chan `c` baseline `b`
+static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, uint32_t bcnt) {
+
+    int chan;    
+
+    __m256i val_even = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+    __m256i val_odd  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+
+    __m256i *in_even256, *in_odd256;
+    __m256i *out_sum256  = (__m256i *)out_sum;
+    __m256i *out_diff256 = (__m256i *)out_diff;
+
+    in_even256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 0));
+    in_odd256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 1));
+
+    // 256 bits = 4 stokes * 2 real/imag * 32 bits == 1 channel
+
+    for(chan=0; chan< N_CHAN_PROCESSED; chan++){
+       val_even = _mm256_load_si256(in_even256 + chan);
+       val_odd  = _mm256_load_si256(in_odd256 + chan);
+       _mm256_store_si256((out_sum256  + chan), _mm256_add_epi32(val_even, val_odd));
+       _mm256_store_si256((out_diff256 + chan), _mm256_sub_epi32(val_even, val_odd));
+    }
+
+return;
+}
+
+static int init(hashpipe_thread_args_t *args)
+{
+    //hashpipe_status_t st = args->st;
+    //if (register_lzf() < 0) {
+    //    hashpipe_error(__FUNCTION__, "error registering LZF filter");
+    //    pthread_exit(NULL);
+    //}
+    fprintf(stdout, "Initializing Catcher disk thread\n");
+
+    // generate the complex data type
+    complex_id = H5Tcreate(H5T_COMPOUND, 8);
+    H5Tinsert(complex_id, "r", 0, H5T_STD_I32LE);
+    H5Tinsert(complex_id, "i", 4, H5T_STD_I32LE);
+
+    // generate the boolean data type
+    bool_t val;
+    boolenumtype = H5Tcreate(H5T_ENUM, sizeof(bool_t));
+    H5Tenum_insert(boolenumtype, "FALSE", CPTR(val, FALSE ));
+    H5Tenum_insert(boolenumtype, "TRUE",  CPTR(val, TRUE  ));
+    //H5Tinsert(boolean_id, "FLAG", 0, boolenumtype);
+    return 0;
+}
+
+static void *run(hashpipe_thread_args_t * args)
+{
+    // Local aliases to shorten access to args fields
+    // Our input buffer is a hera_catcher_input_databuf
+    hera_catcher_input_databuf_t *db_in = (hera_catcher_input_databuf_t *)args->ibuf;
+    hashpipe_status_t st = args->st;
+    const char * status_key = args->thread_desc->skey;
+
+    // Timers for performance monitoring
+    struct timespec t_start, w_start, w_stop; // transpose start, write start, write stop
+    float gbps, min_gbps;
+
+    struct timespec start, finish;
+    uint64_t t_ns; // transpose
+    uint64_t w_ns; // write
+    uint64_t min_t_ns = 999999999;
+    uint64_t min_w_ns = 999999999;
+    uint64_t max_t_ns = 0;
+    uint64_t max_w_ns = 0;
+    uint64_t elapsed_t_ns = 0;
+    uint64_t elapsed_w_ns = 0;
+    float bl_t_ns = 0.0;
+    float bl_w_ns = 0.0;
+     
+    // Buffers for file name strings
+    char template_fname[128];
+    char hdf5_fname[128];
+
+    // Variables for sync time and computed gps time / JD
+    uint32_t sync_time = 0;
+    double gps_time;
+    double julian_time;
+
+    // Variables for data collection parameters
+    uint32_t acc_len;
+    uint32_t nfiles;
+    uint32_t file_cnt = 0;
+    uint32_t trigger = 0;
+    char tag[128];
+
+    // Variables for antenna positions and baseline orders. These should be provided
+    // via the HDF5 header template.
+    bl_t bl_order[VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES];
+    //bl_bda_t bl_bda_order[N_BLTS_BDA];
+    int32_t auto_indices[N_ANTS];
+    enu_t ant_pos[N_ANTS];
+
+    // A buffer for the real parts of a single auto-corr. Used for writing to redis
+    float auto_corr_n[N_CHAN_PROCESSED];
+    float auto_corr_e[N_CHAN_PROCESSED];
+
+    // Init status variables
+    hashpipe_status_lock_safe(&st);
+    hputi8(st.buf, "DISKMCNT", 0);
+    hputu4(st.buf, "TRIGGER", 0);
+    hashpipe_status_unlock_safe(&st);
+
+    // Redis connection
+    redisContext *c;
+    redisReply *reply;
+    const char *hostname = "redishost";
+    int redisport = 6379;
+    int use_redis = 1;
+    int idle = 0;
+
+    struct timeval redistimeout = { 0, 100000 }; // 0.1 seconds
+    c = redisConnectWithTimeout(hostname, redisport, redistimeout);
+    if (c == NULL || c->err) {
+        if (c) {
+            fprintf(stderr, "Redis connection error: %s\n", c->errstr);
+            redisFree(c);
+            use_redis = 0;
+        } else {
+            fprintf(stderr, "Connection error: can't allocate redis context\n");
+            use_redis = 0;
+        }
+    }
+
+    // Indicate via redis that we're started but not taking data
+    redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
+    redisCommand(c, "EXPIRE corr:is_taking_data 60");
+
+    /* Loop(s) */
+    int32_t *db_in32;
+    int rv;
+    unsigned int samp;
+    int curblock_in=0;
+    int a, xeng, xchan, chan;
+    double file_start_t, file_stop_t, file_duration;
+    int64_t file_obs_id, file_nblts=0, file_nts=0;
+    int64_t start_mcnt;
+    int64_t curr_file_mcnts[8];
+    int32_t bcnt;
+    int32_t curr_file_bcnt = -1;
+    uint32_t bctr;        // bcnt variable
+    int bl;               // baseline variable
+
+    hdf5_id_t sum_file, diff_file;
+    
+    // aligned_alloc because we're going to use 256-bit AVX instructions
+    int32_t *bl_buf_sum  = (int32_t *)aligned_alloc(32, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+    int32_t *bl_buf_diff = (int32_t *)aligned_alloc(32, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+
+    double *integration_time_buf = (double *)malloc(N_BLTS_BDA * sizeof(double));
+    double *time_array_buf       = (double *)malloc(N_BLTS_BDA * sizeof(double));
+    uint16_t *ant_0_array        = (uint16_t *)malloc(N_BLTS_BDA * sizeof(uint16_t));
+    uint16_t *ant_1_array        = (uint16_t *)malloc(N_BLTS_BDA * sizeof(uint16_t));
+    //double *uvw_array_buf        = (double *)malloc(N_BLTS_BDA * 3 * sizeof(double));
+
+    // Allocate an array of bools for flags and n_samples
+    hbool_t *flags = (hbool_t *)calloc(0, N_BLTS_BDA * sizeof(hbool_t));
+    //uint64_t *nsamples = (uint64_t *)malloc(N_BLTS_BDA * sizeof(uint64_t));
+
+    // Define the memory space used by these buffers for HDF5 access
+    // We write 1[baseline] x 1[spw] x N_CHAN_PROCESSED x N_STOKES at a time
+    hsize_t dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
+    hid_t mem_space_data = H5Screate_simple(N_DATA_DIMS, dims, NULL);
+    // Memory spaces to Nblts-element header vectors
+    hsize_t dims1[DIM1] = {N_BLTS_BDA};
+    hid_t mem_space_nblts = H5Screate_simple(DIM1, dims1, NULL);
+    // Memory spaces to (Nblts x 3)-element header vectors
+    hsize_t dims2[DIM2] = {N_BLTS_BDA, 3};
+    hid_t mem_space_uvw = H5Screate_simple(DIM2, dims2, NULL);
+
+    while (run_threads()) {
+        // Note waiting status,
+        hashpipe_status_lock_safe(&st);
+        if (idle) {
+            hputs(st.buf, status_key, "idle");
+        } else {
+            hputs(st.buf, status_key, "waiting");
+        }
+        hashpipe_status_unlock_safe(&st);
+
+        // Expire the "corr:is_taking_data" key after 60 seconds.
+        // If this pipeline goes down, we will know because the key will disappear
+        redisCommand(c, "EXPIRE corr:is_taking_data 60");
+
+        // Wait for new input block to be filled
+        while ((rv=hera_catcher_input_databuf_busywait_filled(db_in, curblock_in)) != HASHPIPE_OK) {
+            if (rv==HASHPIPE_TIMEOUT) {
+                hashpipe_status_lock_safe(&st);
+                hputs(st.buf, status_key, "blocked_in");
+                hashpipe_status_unlock_safe(&st);
+                continue;
+            } else {
+                hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
+                pthread_exit(NULL);
+                break;
+            }
+        }
+
+        // reset elapsed time counters
+        elapsed_w_ns = 0;
+        elapsed_t_ns = 0.0;
+
+        // Get template filename from redis
+        hashpipe_status_lock_safe(&st);
+        hgets(st.buf, "HDF5TPLT", 128, template_fname);
+
+        // Get time that F-engines were last sync'd
+        hgetu4(st.buf, "SYNCTIME", &sync_time);
+
+        // Get the integration time reported by the correlator
+        hgetu4(st.buf, "INTTIME", &acc_len);
+
+        // Get the number of files to write
+        hgetu4(st.buf, "NFILES", &nfiles);
+        // Update the status with how many files we've already written
+        hputu4(st.buf, "NDONEFIL", file_cnt);
+
+        // Data tag
+        hgets(st.buf, "TAG", 128, tag);
+
+        // Get the number of files to write
+        hgetu4(st.buf, "TRIGGER", &trigger);
+        hashpipe_status_unlock_safe(&st);
+
+        // If we have written all the files we were commanded to
+        // start marking blocks as done and idling until a new
+        // trigger is received
+        if (trigger) {
+            fprintf(stdout, "Catcher got a new trigger and will write %d files\n", nfiles);
+            file_cnt = 0;
+            hashpipe_status_lock_safe(&st);
+            hputu4(st.buf, "TRIGGER", 0);
+            hashpipe_status_unlock_safe(&st);
+            idle = 0;
+            if (use_redis) {
+                // Create the "corr:is_taking_data" hash. This will be set to 
+                // state=False when data taking is complete. Or if this pipeline 
+                // exits the key will expire.
+                redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
+            }
+        } else if (file_cnt >= nfiles) {
+            // If we're transitioning to idle state
+            // Indicate via redis that we're no longer taking data
+            if (!idle) {
+                redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
+            }
+            idle = 1;
+            // Mark input block as free and advance
+            if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+                hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+                pthread_exit(NULL);
+            }
+            curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
+            continue;
+        }
+
+        // If we make it to here we're not idle any more.
+        // Usually this would mean there has been another trigger but
+        // it could be some weirdness where someone tried to take more
+        // data by incrementing NFILES without retriggering.
+        idle = 0;
+
+        // Start writing files!
+        // A file is defined as N_BLTS_BDA number of bcnts. If a bcnt belonging
+        // to a new intergation arrives, close the old file and start a new file.
+
+        db_in32 = (int32_t *)db_in->block[curblock_in].data;
+
+        for(bctr = 0; bctr < BASELINES_PER_BLOCK; bctr++){
+
+           // Check if bcnt marks the beginning of a new file
+           bcnt = db_in->block[curblock_in].header.bcnt[bctr];  
+           if (bcnt % N_BLTS_BDA == 0){
+
+              // If a file is open, finish its meta-data and close it.
+              if (curr_file_bcnt > 0){
+                fprintf(stdout, "Closing datasets and files\n");
+                close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
+                close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
+                file_cnt += 1;
+
+                // If this is the last file, mark this block done and get out of the loop
+                if (file_cnt >= nfiles) {
+                    fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);
+                    if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+                        hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+                        pthread_exit(NULL);
+                    }
+                    curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
+                    curr_file_bcnt = -1; //So the next trigger will start a new file
+                    continue;
+                }
+              }
+
+              // Open a new sum and difference file
+
+              // Init all counters to zero
+              file_nblts = 0;
+              file_nts = 0;
+              memset(ant_0_array, 0, N_BLTS_BDA * sizeof(uint16_t));
+              memset(ant_1_array, 0, N_BLTS_BDA * sizeof(uint16_t));
+              memset(time_array_buf, 0, N_BLTS_BDA * sizeof(double));
+              memset(integration_time_buf, 0, N_BLTS_BDA * sizeof(double));
+
+              curr_file_bcnt = bcnt;
+              gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr], sync_time);
+              julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
+              file_start_t = gps_time;
+              file_obs_id = (int64_t)gps_time;
+
+              sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
+              fprintf(stdout, "Opening new file %s\n", hdf5_fname);
+              start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+
+              sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
+              fprintf(stdout, "Opening new file %s\n", hdf5_fname);
+              start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+
+              // Get the antenna positions and baseline orders
+              // These are needed for populating the ant_[1|2]_array and uvw_array
+              get_ant_pos(&sum_file, ant_pos);
+              get_bl_order(&sum_file, bl_order);
+              //get_bl_bda_order(&sum_file, bl_bda_order);
+              get_auto_indices(bl_order, auto_indices, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES);
+           }
+ 
+           // If bcnt does not start a new file, and an open file exists, 
+           // copy data to the right location
+           if (curr_file_bcnt > 0){
+
+              // Update time and sample counters
+              file_nblts += 1;
+              file_nts += 1;
+
+              if (file_nts > MAXTIMES) {
+                  hashpipe_error(__FUNCTION__, "Writing time sample %d but maximum hardcoded limit is %d\n", file_nts, MAXTIMES);
+              }
+
+              // extend the datasets with time axes and update filespace IDs
+
+              compute_sum_diff(db_in32, bl_buf_sum, bl_buf_diff, bcnt%BASELINES_PER_BLOCK);
+              write_baseline_index(&sum_file, (bcnt-curr_file_bcnt), mem_space_data, (uint64_t *)bl_buf_sum);
+              write_baseline_index(&diff_file, (bcnt-curr_file_bcnt), mem_space_data, (uint64_t *)bl_buf_diff);
+
+              samp = bcnt - curr_file_bcnt;
+              ant_0_array[samp] = db_in->block[curblock_in].header.ant_pair_0[bctr];
+              ant_1_array[samp] = db_in->block[curblock_in].header.ant_pair_1[bctr];
+              time_array_buf[samp] = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr], sync_time);
+                  
+              // Close the filespaces - leave the datasets open. We'll close those when the file is done
+              close_filespaces(&sum_file);
+              close_filespaces(&diff_file);
+
+              clock_gettime(CLOCK_MONOTONIC, &finish);
+
+           } // processed data copying
+        } // bctr for loop
+ 
+        //// Write autocorrs to redis
+        //if(use_redis) {
+        //    for (a=0; a<N_ANTS; a++) {
+        //        // auto_indices default to -1. Use this test to delete
+        //        // redis keys for invalid antennas
+        //        if (auto_indices[a] >= 0) {
+        //            //fprintf(stdout, "Reporting autocorrs for ant %d (bl %d) to redis\n", a, auto_indices[a]);
+        //            for (xeng=0; xeng<N_XENGINES_PER_TIME; xeng++) {
+        //                for (xchan=0; xchan<N_CHAN_PROCESSED/N_XENGINES_PER_TIME; xchan++) {
+        //                    chan = xeng*N_CHAN_PROCESSED/N_XENGINES_PER_TIME + xchan;
+        //                    // Divide out accumulation length.
+        //                    // Don't divide out integration over frequency channels (if any)
+        //                    auto_corr_n[chan] = (float) db_in32[hera_catcher_input_databuf_by_bl_idx32(xeng, auto_indices[a]) + (N_STOKES*2*TIME_DEMUX*xchan)] / acc_len;
+        //                    auto_corr_e[chan] = (float) db_in32[hera_catcher_input_databuf_by_bl_idx32(xeng, auto_indices[a]) + (N_STOKES*2*TIME_DEMUX*xchan) + 2] / acc_len;
+        //                    //fprintf(stdout, "ant %d: chan %d, xeng: %d, xchan: %d, val: %f\n", a, chan, xeng, xchan, auto_corr_n[chan]);
+        //                }
+        //            }
+        //            reply = redisCommand(c, "SET auto:%dn %b", a, auto_corr_n, (size_t) (sizeof(float) * N_CHAN_PROCESSED));
+        //            freeReplyObject(reply);
+        //            reply = redisCommand(c, "SET auto:%de %b", a, auto_corr_e, (size_t) (sizeof(float) * N_CHAN_PROCESSED));
+        //            freeReplyObject(reply);
+        //        } else {
+        //            reply = redisCommand(c, "DEL auto:%dn", a);
+        //            freeReplyObject(reply);
+        //            reply = redisCommand(c, "DEL auto:%de", a);
+        //            freeReplyObject(reply);
+        //        }
+        //    }
+        //    //reply = redisCommand(c, "SET auto:timestamp %lf", julian_time);
+        //    reply = redisCommand(c, "SET auto:timestamp  %b", &julian_time, (size_t) (sizeof(double)));
+        //    freeReplyObject(reply);
+        //}
+
+        // Note processing time for this integration and update other stats
+        bl_t_ns = (float)elapsed_t_ns / BASELINES_PER_BLOCK;
+        bl_w_ns = (float)elapsed_w_ns / BASELINES_PER_BLOCK;
+
+        hashpipe_status_lock_safe(&st);
+        hputr4(st.buf, "DISKTBNS", bl_t_ns); 
+        hputi8(st.buf, "DISKTMIN", min_t_ns); 
+        hputi8(st.buf, "DISKTMAX", max_t_ns); 
+        hputr4(st.buf, "DISKWBNS", bl_w_ns); 
+        hputi8(st.buf, "DISKWMIN", min_w_ns); 
+        hputi8(st.buf, "DISKWMAX", max_w_ns); 
+
+        hgetr4(st.buf, "DISKMING", &min_gbps);
+        gbps = (float)(2*64L*N_BLTS_BDA)/ELAPSED_NS(start,finish); //Gigabits / s
+        hputr4(st.buf, "DISKGBPS", gbps);
+        hputr4(st.buf, "DUMPMS", ELAPSED_NS(start,finish) / 1000000.0);
+        if(min_gbps == 0 || gbps < min_gbps) {
+          hputr4(st.buf, "DISKMING", gbps);
+        }
+        hashpipe_status_unlock_safe(&st);
+
+        // Mark input block as free and advance
+        if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+            hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+            pthread_exit(NULL);
+        }
+        curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
+
+        /* Check for cancel */
+        pthread_testcancel();
+    }
+
+    // Thread success!
+    return NULL;
+}
+ 
+static hashpipe_thread_desc_t hera_catcher_disk_thread = {
+    name: "hera_catcher_disk_thread",
+    skey: "DISKSTAT",
+    init: init,
+    run:  run,
+    ibuf_desc: {hera_catcher_input_databuf_create},
+    obuf_desc: {NULL}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&hera_catcher_disk_thread);
+}

From 463df92d92f2e29ab645263fb6ec7cf9a156779b Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Jun 2019 20:41:32 +0000
Subject: [PATCH 209/420] Add option to tee X-engine logs to redis

---
 src/scripts/paper_init.sh | 82 ++++++++++++++++++++++++++++++++-------
 src/scripts/xtor_up.py    | 17 +++++++-
 2 files changed, 83 insertions(+), 16 deletions(-)

diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index a61892bb..d525df71 100755
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -166,33 +166,87 @@ function init() {
     return 1
   fi
 
+  if [ $USE_IBVERBS -eq 1 ]
+  then
+    netthread=hera_ibv_thread
+  else
+    netthread=hera_pktsock_thread
+  fi
+
+  echo "Using netthread: $netthread"
+
   echo taskset $mask \
   hashpipe -p paper_gpu -I $instance \
     -o BINDHOST=$bindhost \
     -o GPUDEV=$gpudev \
     -o XID=$xid \
-    -c $netcpu hera_pktsock_thread \
+    -c $netcpu $netthread \
     -m $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
     -c $outcpu hera_gpu_output_thread
 
-  taskset $mask \
-  hashpipe -p paper_gpu -I $instance \
-    -o BINDHOST=$bindhost \
-    -o GPUDEV=$gpudev \
-    -o XID=$xid \
-    -c $netcpu hera_pktsock_thread \
-    -m $flfcpu paper_fluff_thread \
-    -c $gpucpu paper_gpu_thread \
-    -c $outcpu hera_gpu_output_thread \
-     < /dev/null \
-    1> px${mypx}.out.$instance \
-    2> px${mypx}.err.$instance &
+  if [ $USE_REDIS -eq 1 ]
+  then
+    echo "Using redis logger"
+    { taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o BINDHOST=$bindhost \
+      -o GPUDEV=$gpudev \
+      -o XID=$xid \
+      -c $netcpu $netthread \
+      -m $flfcpu paper_fluff_thread \
+      -c $gpucpu paper_gpu_thread \
+      -c $outcpu hera_gpu_output_thread \
+    < /dev/null 2>&3 | tee px${mypx}.out.$instance | \
+    stdin_to_redis.py -l INFO >/dev/null; } \
+    3>&1 1>&2 | tee px${mypx}.err.$instance | \
+    stdin_to_redis.py -l WARNING > /dev/null &
+  else
+    echo "*NOT* using redis logger"
+    taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o BINDHOST=$bindhost \
+      -o GPUDEV=$gpudev \
+      -o XID=$xid \
+      -c $netcpu $netthread \
+      -m $flfcpu paper_fluff_thread \
+      -c $gpucpu paper_gpu_thread \
+      -c $outcpu hera_gpu_output_thread \
+       < /dev/null \
+      1> px${mypx}.out.$instance \
+      2> px${mypx}.err.$instance &
+  fi
 }
 
+# Default to Packet sockets; No redis logging
+USE_IBVERBS=0
+USE_REDIS=0
+
+for arg in $@; do
+  case $arg in
+    -h)
+      echo "Usage: $(basename $0) [-r] [-i] INSTANCE_ID [...]"
+      echo "  -r : Use redis logging (in addition to log files)"
+      echo "  -i : Use IB-verbs pipeline (rather than packet sockets)"
+      exit 0
+    ;;
+
+    -i)
+      USE_IBVERBS=1
+      shift
+    ;;
+    -r)
+      USE_REDIS=1
+      shift
+    ;;
+  esac
+done
+
 if [ -z "$1" ]
 then
-  echo "Usage: $(basename $0) INSTANCE_ID [...]"
+  echo "Usage: $(basename $0) [-r] [-i] INSTANCE_ID [...]"
+  echo "  -r : Use redis logging (in addition to log files)"
+  echo "  -i : Use IB-verbs pipeline (rather than packet sockets)"
   exit 1
 fi
 
diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 3ddc0168..6961dcbb 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -1,5 +1,6 @@
 #!/usr/bin/env python
 
+import os
 import redis
 import time
 import argparse
@@ -35,6 +36,11 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
 parser.add_argument('--ibverbs', dest='ibverbs', action='store_true', default=False,
                     help='Use the IB Verbs netthread. Experimental!')
+parser.add_argument('--redislog', dest='redislog', action='store_true', default=False,
+                    help='Use the redis logger to duplicate log messages on redishost\'s log-channel pubsub stream')
+parser.add_argument('--pypath', dest='pypath', type=str, default="/home/hera/hera-venv",
+                    help='The path to a python virtual environment which will be activated prior to running paper_init. ' +
+                         'Only relevant if using the --redislog flag, which uses a python redis interface')
 
 args = parser.parse_args()
 hosts = args.hosts # Too lazy to keey typing this
@@ -50,10 +56,17 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     run_on_hosts(hosts, perf_tweaker, user='root', wait=True)
 
 # Start X-Engines
+init_args = []
 if args.ibverbs:
-    run_on_hosts(hosts, [paper_init_ibv, '0', '1'], wait=True) # two instances per host
+    init_args += ['-i']
+if args.redislog:
+    init_args += ['-r']
+
+if args.redislog:
+    python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
+    run_on_hosts(hosts, python_source_cmd + [paper_init] + init_args + ['0', '1'], wait=True) # two instances per host
 else:
-    run_on_hosts(hosts, [paper_init, '0', '1'], wait=True) # two instances per host
+    run_on_hosts(hosts, [paper_init] + init_args + ['0', '1'], wait=True) # two instances per host
 
 # Start hashpipe<->redis gateways
 cpu_masks = ['0x0080', '0x8000']

From f25b5cdc42fbd4c45272c0db43f98808510e36d0 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Jun 2019 14:14:44 +0000
Subject: [PATCH 210/420] Add redis logging option to catcher

---
 src/paper_databuf.c              |  4 +--
 src/scripts/hera_catcher_init.sh | 50 ++++++++++++++++++++++++++------
 src/scripts/hera_catcher_up.py   | 12 +++++++-
 3 files changed, 54 insertions(+), 12 deletions(-)

diff --git a/src/paper_databuf.c b/src/paper_databuf.c
index c49029c2..2dd1107a 100644
--- a/src/paper_databuf.c
+++ b/src/paper_databuf.c
@@ -197,8 +197,8 @@ hashpipe_databuf_t *hera_catcher_input_databuf_create(int instance_id, int datab
                        + sizeof(hashpipe_databuf_cache_alignment);
     size_t block_size  = sizeof(hera_catcher_input_block_t);
     int    n_block = CATCHER_N_BLOCKS;
-    fprintf(stderr, "size_t: %u, block size: %lu, nblocks size: %u\n", (uint32_t)sizeof(size_t),(uint64_t)block_size, (uint32_t)n_block);
-    fprintf(stderr, "header size: %u, words: %lu\n", (uint32_t)header_size, (uint64_t)(VIS_MATRIX_ENTRIES *TIME_DEMUX));
+    fprintf(stdout, "size_t: %u, block size: %lu, nblocks size: %u\n", (uint32_t)sizeof(size_t),(uint64_t)block_size, (uint32_t)n_block);
+    fprintf(stdout, "header size: %u, words: %lu\n", (uint32_t)header_size, (uint64_t)(VIS_MATRIX_ENTRIES *TIME_DEMUX));
 
     return hashpipe_databuf_create(
         instance_id, databuf_id, header_size, block_size, n_block);
diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index 0cee02ef..0cb90e12 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -24,19 +24,51 @@ function init() {
     -c $netcpu hera_catcher_net_thread \
     -c $outcpu hera_catcher_disk_thread
 
-  taskset $mask \
-  hashpipe -p paper_gpu -I $instance \
-    -o BINDHOST=$bindhost \
-    -c $netcpu hera_catcher_net_thread \
-    -c $outcpu hera_catcher_disk_thread \
-     < /dev/null \
-    1> ~/catcher.out.$instance \
-    2> ~/catcher.err.$instance &
+  if [ $USE_REDIS -eq 1 ]
+  then
+    echo "Using redis logger"
+    { taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o BINDHOST=$bindhost \
+      -c $netcpu hera_catcher_net_thread \
+      -c $outcpu hera_catcher_disk_thread \
+    < /dev/null 2>&3 | tee ~/catcher.out.$instance | \
+    stdin_to_redis.py -l INFO > /dev/null; } \
+    3>&1 1>&2 | tee ~/catcher.err.$instance | \
+    stdin_to_redis.py -l WARNING > /dev/null &
+  else
+    echo "*NOT* using redis logger"
+    taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o BINDHOST=$bindhost \
+      -c $netcpu hera_catcher_net_thread \
+      -c $outcpu hera_catcher_disk_thread \
+       < /dev/null \
+      1> ~/catcher.out.$instance \
+      2> ~/catcher.err.$instance &
+  fi
 }
 
+USE_REDIS=0
+
+for arg in $@; do
+  case $arg in
+    -h)
+      echo "Usage: $(basename $0) [-r] INSTANCE_ID [...]"
+      echo "  -r : Use redis logging (in addition to log files)"
+      exit 0
+    ;;
+    -r)
+      USE_REDIS=1
+      shift
+    ;;
+  esac
+done
+
 if [ -z "$1" ]
 then
-  echo "Usage: $(basename $0) INSTANCE_ID [...]"
+  echo "Usage: $(basename $0) [-r] INSTANCE_ID [...]"
+  echo "  -r : Use redis logging (in addition to log files)"
   exit 1
 fi
 
diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index c8d03fac..bf8f6a27 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -1,5 +1,6 @@
 #!/usr/bin/env python
 
+import os
 import redis
 import time
 import argparse
@@ -32,6 +33,11 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Place to put HDF5 header template file')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
+parser.add_argument('--redislog', dest='redislog', action='store_true', default=False,
+                    help='Use the redis logger to duplicate log messages on redishost\'s log-channel pubsub stream')
+parser.add_argument('--pypath', dest='pypath', type=str, default="/home/hera/hera-venv",
+                    help='The path to a python virtual environment which will be activated prior to running paper_init. ' +
+                         'Only relevant if using the --redislog flag, which uses a python redis interface')
 
 args = parser.parse_args()
 
@@ -42,7 +48,11 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     run_on_hosts([args.host], perf_tweaker, user='root', wait=True)
 
 # Start Catcher
-run_on_hosts([args.host], ['cd', '/data;', init, '0'], wait=True)
+if args.redislog:
+    python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
+    run_on_hosts([args.host], python_source_cmd + ['cd', '/data;', init, '-r', '0'], wait=True)
+else:
+    run_on_hosts([args.host], ['cd', '/data;', init, '0'], wait=True)
 time.sleep(15)
 
 # Start hashpipe<->redis gateways

From afa5b749748ca54f3cfe4c0021959fdbfa1ded28 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Jun 2019 14:17:47 +0000
Subject: [PATCH 211/420] Fix redeclaration of python sourcing path

---
 src/scripts/hera_catcher_up.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index bf8f6a27..052c490c 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -8,7 +8,6 @@
 
 perf_tweaker = 'tweak-perf-sn.sh'
 init = 'hera_catcher_init.sh'
-python_source_cmd = ['source', '~/hera-venv/bin/activate']
 template_cmd = ['hera_make_hdf5_template.py']
 
 def run_on_hosts(hosts, cmd, user=None, wait=True):
@@ -63,7 +62,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(15)
 
 # Generate the meta-data template
-run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
+run_on_hosts([args.host], python_source_cmd + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
 
 #Configure runtime parameters
 catcher_dict = {

From 3ae5f333e784dd4d0337935d8d63bd0bf61d3ddc Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Jun 2019 16:09:04 +0000
Subject: [PATCH 212/420] Make teardown scripts kill redis loggers

---
 src/scripts/hera_catcher_down.sh | 5 +++++
 src/scripts/xtor_down.sh         | 5 +++++
 2 files changed, 10 insertions(+)

diff --git a/src/scripts/hera_catcher_down.sh b/src/scripts/hera_catcher_down.sh
index bf1a9209..d69097c7 100755
--- a/src/scripts/hera_catcher_down.sh
+++ b/src/scripts/hera_catcher_down.sh
@@ -19,6 +19,11 @@ echo "killing any remaining hashpipe-redis gateways"
 ssh root@$catcherhost pkill -f hashpipe_redis_gateway.rb
 ssh root@$catcherhost pkill -f -9 hashpipe_redis_gateway.rb
 
+#Kill any redis loggers
+echo "killing any redis loggers"
+ssh root@$catcherhost pkill    -f stdin_to_redis.py
+ssh root@$catcherhost pkill -9 -f stdin_to_redis.py
+
 # Stop hashpipe instances
 echo "killing hashpipe instances"
 ssh root@$catcherhost pkill -f hashpipe
diff --git a/src/scripts/xtor_down.sh b/src/scripts/xtor_down.sh
index a6cfdf1e..b0126480 100755
--- a/src/scripts/xtor_down.sh
+++ b/src/scripts/xtor_down.sh
@@ -97,6 +97,11 @@ echo "killing any remaining hashpipe-redis gateways"
 for x; do ssh root@px$x pkill    -f hashpipe_redis_gateway.rb; done
 for x; do ssh root@px$x pkill -9 -f hashpipe_redis_gateway.rb; done
 
+#Kill any redis loggers
+echo "killing any redis loggers"
+for x; do ssh root@px$x pkill    -f stdin_to_redis.py; done
+for x; do ssh root@px$x pkill -9 -f stdin_to_redis.py; done
+
 # Stop hashpipe instances
 echo "killing hashpipe instances"
 for x; do ssh root@px$x pkill    hashpipe; done

From 826719dfba7473c42c17b756a5e14dcd13078ee3 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Jun 2019 16:09:58 +0000
Subject: [PATCH 213/420] Don't log stdout, only stderr to redis

Otherwise it gets too noisy
---
 src/scripts/hera_catcher_init.sh | 3 +--
 src/scripts/paper_init.sh        | 3 +--
 2 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index 0cb90e12..1533b2c3 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -32,8 +32,7 @@ function init() {
       -o BINDHOST=$bindhost \
       -c $netcpu hera_catcher_net_thread \
       -c $outcpu hera_catcher_disk_thread \
-    < /dev/null 2>&3 | tee ~/catcher.out.$instance | \
-    stdin_to_redis.py -l INFO > /dev/null; } \
+    < /dev/null 2>&3 1>~/catcher.out.$instance; } \
     3>&1 1>&2 | tee ~/catcher.err.$instance | \
     stdin_to_redis.py -l WARNING > /dev/null &
   else
diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index d525df71..05ad5f9b 100755
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -197,8 +197,7 @@ function init() {
       -m $flfcpu paper_fluff_thread \
       -c $gpucpu paper_gpu_thread \
       -c $outcpu hera_gpu_output_thread \
-    < /dev/null 2>&3 | tee px${mypx}.out.$instance | \
-    stdin_to_redis.py -l INFO >/dev/null; } \
+    < /dev/null 2>&3 1>px${mypx}.out.$instance; } \
     3>&1 1>&2 | tee px${mypx}.err.$instance | \
     stdin_to_redis.py -l WARNING > /dev/null &
   else

From 7e6bbd092927529d52a3409182fb268c2e4374c8 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Jun 2019 23:13:33 +0000
Subject: [PATCH 214/420] python path fix

---
 src/scripts/hera_catcher_up.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 052c490c..5b869b29 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -40,6 +40,9 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 
 args = parser.parse_args()
 
+# Environment sourcing command required to run remote python jobs
+python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
+
 r = redis.Redis(args.redishost)
 
 # Run performance tweaking script
@@ -48,7 +51,6 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 
 # Start Catcher
 if args.redislog:
-    python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
     run_on_hosts([args.host], python_source_cmd + ['cd', '/data;', init, '-r', '0'], wait=True)
 else:
     run_on_hosts([args.host], ['cd', '/data;', init, '0'], wait=True)

From f499bc2278d65eb7d47012f65a789896fb8b7d31 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 18 Jun 2019 18:54:43 +0000
Subject: [PATCH 215/420] Reset NFILES and NDONE files on startup

And don't allow start a recording by simply increasing the NFILES
without a trigger
---
 src/hera_catcher_disk_thread.c | 22 +++++++++++++---------
 1 file changed, 13 insertions(+), 9 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index f3868bdb..eaa2b6cf 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -760,7 +760,10 @@ static void *run(hashpipe_thread_args_t * args)
     hashpipe_status_lock_safe(&st);
     hputi8(st.buf, "DISKMCNT", 0);
     hputu4(st.buf, "TRIGGER", 0);
+    hputu4(st.buf, "NFILES", 0);
+    hputu4(st.buf, "NDONEFIL", 0);
     hashpipe_status_unlock_safe(&st);
+    int idle = 1; // Start in idle state. Need s trigger to kick off.
 
     // Redis connection
     redisContext *c;
@@ -768,8 +771,6 @@ static void *run(hashpipe_thread_args_t * args)
     const char *hostname = "redishost";
     int redisport = 6379;
     int use_redis = 1;
-    int idle = 0;
-    use_redis = use_redis;
 
     struct timeval redistimeout = { 0, 100000 }; // 0.1 seconds
     c = redisConnectWithTimeout(hostname, redisport, redistimeout);
@@ -824,15 +825,17 @@ static void *run(hashpipe_thread_args_t * args)
     hsize_t dims2[DIM2] = {VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES, 3};
     hid_t mem_space2 = H5Screate_simple(DIM2, dims2, NULL);
 
+    hashpipe_status_lock_safe(&st);
+    hputs(st.buf, status_key, "starting");
+    hashpipe_status_unlock_safe(&st);
+
     while (run_threads()) {
         // Note waiting status,
-        hashpipe_status_lock_safe(&st);
         if (idle) {
-            hputs(st.buf, status_key, "idle");
-        } else {
-            hputs(st.buf, status_key, "waiting");
+            hashpipe_status_lock_safe(&st);
+            hputs(st.buf, "TRIGSTAT", "idle");
+            hashpipe_status_unlock_safe(&st);
         }
-        hashpipe_status_unlock_safe(&st);
 
         // Expire the "corr:is_taking_data" key after 60 seconds.
         // If this pipeline goes down, we will know because the key will disappear
@@ -888,6 +891,7 @@ static void *run(hashpipe_thread_args_t * args)
             file_cnt = 0;
             hashpipe_status_lock_safe(&st);
             hputu4(st.buf, "TRIGGER", 0);
+            hputs(st.buf, "TRIGSTAT", "running");
             hashpipe_status_unlock_safe(&st);
             idle = 0;
             if (use_redis) {
@@ -895,7 +899,7 @@ static void *run(hashpipe_thread_args_t * args)
                 // when data taking is complete. Or if this pipeline exits the key will expire.
                 redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
             }
-        } else if (file_cnt >= nfiles) {
+        } else if (file_cnt >= nfiles || idle) {
             // If we're transitioning to idle state
             // Indicate via redis that we're no longer taking data
             if (!idle) {
@@ -915,7 +919,7 @@ static void *run(hashpipe_thread_args_t * args)
         // Usually this would mean there has been another trigger but
         // it could be some weirdness where someone tried to take more
         // data by incrementing NFILES without retriggering.
-        idle = 0;
+        // ED: this is no longer possible -- the only way out of idle state is a trigger
 
         // Got a new data block, update status
         hashpipe_status_lock_safe(&st);

From 0316c7d1d9bdd28fe4d9965b81e97db179b8f5a5 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 19 Jun 2019 14:51:54 +0000
Subject: [PATCH 216/420] Add parameter to take into accoutn netthread sees
 more bytes than are valid

Because each packet contains 3 ants and they may not all be real
---
 src/paper_databuf.h | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 83bd4a1d..9ca01c2d 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -34,7 +34,9 @@
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK N_TIME_PER_BLOCK
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / 2048)
 #define N_BYTES_PER_BLOCK            (N_TIME_PER_BLOCK * N_CHAN_PER_X * N_INPUTS)
-#define N_PACKETS_PER_BLOCK          (N_BYTES_PER_BLOCK / N_BYTES_PER_PACKET)
+// The netthread sees more bytes than this since we can only send N_INPUTS_PER_PACKET
+#define N_BYTES_PER_BLOCK_NET            (N_TIME_PER_BLOCK * N_CHAN_PER_X * ((N_INPUTS_PER_PACKET*N_INPUTS + N_INPUTS_PER_PACKET-1) / N_INPUTS_PER_PACKET))
+#define N_PACKETS_PER_BLOCK          (N_BYTES_PER_BLOCK_NET / N_BYTES_PER_PACKET)
 #define N_PACKETS_PER_BLOCK_PER_F    (N_PACKETS_PER_BLOCK * N_INPUTS_PER_PACKET / 2 / N_FENGINES)
 // Number of X-engines per time slice. E.g. for HERA: 16.
 #define N_XENGINES_PER_TIME (N_CHAN_TOTAL / N_CHAN_PER_X)

From b0e17d5ef6deabc9deeb84235f3cd165d4f86ee6 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 19 Jun 2019 22:40:59 +0000
Subject: [PATCH 217/420] Revert "Add parameter to take into accoutn netthread
 sees more bytes than are valid"

This reverts commit 0316c7d1d9bdd28fe4d9965b81e97db179b8f5a5.
---
 src/paper_databuf.h | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 9ca01c2d..83bd4a1d 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -34,9 +34,7 @@
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK N_TIME_PER_BLOCK
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / 2048)
 #define N_BYTES_PER_BLOCK            (N_TIME_PER_BLOCK * N_CHAN_PER_X * N_INPUTS)
-// The netthread sees more bytes than this since we can only send N_INPUTS_PER_PACKET
-#define N_BYTES_PER_BLOCK_NET            (N_TIME_PER_BLOCK * N_CHAN_PER_X * ((N_INPUTS_PER_PACKET*N_INPUTS + N_INPUTS_PER_PACKET-1) / N_INPUTS_PER_PACKET))
-#define N_PACKETS_PER_BLOCK          (N_BYTES_PER_BLOCK_NET / N_BYTES_PER_PACKET)
+#define N_PACKETS_PER_BLOCK          (N_BYTES_PER_BLOCK / N_BYTES_PER_PACKET)
 #define N_PACKETS_PER_BLOCK_PER_F    (N_PACKETS_PER_BLOCK * N_INPUTS_PER_PACKET / 2 / N_FENGINES)
 // Number of X-engines per time slice. E.g. for HERA: 16.
 #define N_XENGINES_PER_TIME (N_CHAN_TOTAL / N_CHAN_PER_X)

From f5126f2258ecc327b3ae84730e7cc8d9acdb7a98 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 19 Jun 2019 23:28:39 +0000
Subject: [PATCH 218/420] Have GPU thread print xGPU to status buffer

Useful for sanity
---
 src/paper_gpu_thread.c | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/paper_gpu_thread.c b/src/paper_gpu_thread.c
index d558d1bd..6edf2d6f 100644
--- a/src/paper_gpu_thread.c
+++ b/src/paper_gpu_thread.c
@@ -51,6 +51,9 @@ static void *run(hashpipe_thread_args_t * args, int doCPU)
     hputi8(st.buf, "GPUDUMPS", 0);
     hgeti4(st.buf, "GPUDEV", &gpu_dev); // No change if not found
     hputi4(st.buf, "GPUDEV", gpu_dev);
+    hputi8(st.buf, "GPUNANT", N_ANTS);
+    hputi8(st.buf, "GPUNCHAN", N_CHAN_PER_X);
+    hputi8(st.buf, "GPUNTIME", N_TIME_PER_BLOCK);
     hashpipe_status_unlock_safe(&st);
 
     /* Loop */

From 700cec0ca041aee0a56b74a846c6a83f6fc39143 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 19 Jun 2019 23:29:25 +0000
Subject: [PATCH 219/420] Make N_FENGINES always equal to N_ANTS

Not clear how these can be different in a working system at present
---
 src/paper_databuf.h | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 83bd4a1d..80f65589 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -9,7 +9,7 @@
 #define N_CHAN_TOTAL_GENERATED (8192)
 #define FENG_SAMPLE_RATE (500000000)
 #define N_CHAN_TOTAL 6144
-#define N_FENGINES   192
+//#define N_FENGINES   192 # isn't this always the same as the number of antennas?
 #define N_CHAN_PER_F N_CHAN_TOTAL
 
 // Number of separate X-engines which deal with
@@ -30,6 +30,7 @@
 #define N_CHAN_PER_X         XGPU_NFREQUENCY
 
 // Derived from above quantities
+#define N_FENGINES		N_ANTS
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / N_TIME_PER_PACKET)
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK N_TIME_PER_BLOCK
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / 2048)

From 37721122403753aa316df465e310d3ffb3405b40 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 19 Jun 2019 23:30:42 +0000
Subject: [PATCH 220/420] Wait an extra couple of seconds before releasing
 NETHOLD

---
 src/scripts/xtor_up.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 6961dcbb..3049f212 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -83,6 +83,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
       key = 'hashpipe://%s/%d/set' % (host, i)
       r.publish(key, 'TIMEIDX=%d' % (hn//nhosts_per_timeslice))
 
+time.sleep(2)
+
 # Let the network threads begin processing
 for hn, host in enumerate(hosts):
    for i in range(args.ninstances):

From 98048c6314888380930f824e50d222fa4c9ff570 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 20 Jun 2019 00:13:50 +0000
Subject: [PATCH 221/420] Give fluffing 3 threads

2 workers, and one parent
---
 src/scripts/paper_init.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index 05ad5f9b..67a21893 100755
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -133,8 +133,8 @@ case ${hostname} in
     instances=( 
       #                               GPU       NET FLF GPU OUT
       # mask  bind_host               DEV  XID  CPU CPU CPU CPU
-      "0x00ff eth3                     0  $xid0  0   0x0006   3   4" # Instance 0, eth3
-      "0xff00 eth5                     1  $xid1  8   0x0600  11  12" # Instance 1, eth5
+      "0x00ff eth3                     0  $xid0  0   0x000e   4   5" # Instance 0, eth3
+      "0xff00 eth5                     1  $xid1  8   0x0e00  12  13" # Instance 1, eth5
     );;
 
   *)

From 70ebc0ee9070a90a43b6ea7e88e0dc81f2fe7112 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 20 Jun 2019 00:14:38 +0000
Subject: [PATCH 222/420] Blast the output packets!

For testing, don't bother to throttle the output packets.
---
 src/hera_gpu_output_thread.c | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index c1afcd3e..70bd01f1 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -69,7 +69,9 @@ static XGPUInfo xgpu_info;
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (4 * XENG_CHAN_SUM * 8*OUTPUT_BYTES_PER_PACKET)
+//#define PACKET_DELAY_NS (4 * XENG_CHAN_SUM * 8*OUTPUT_BYTES_PER_PACKET)
+// Blast the packets!
+#define PACKET_DELAY_NS (0)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;

From 073864871f47ce05dc8b7f63af64b7c7a038b80f Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Mon, 24 Jun 2019 22:45:31 +0000
Subject: [PATCH 223/420] Add installation script with N_ants option

NB: hardcoded N_ANTS still exists in the template hdf5 header generation script
---
 install_hera.sh | 33 +++++++++++++++++++++++++++++++++
 1 file changed, 33 insertions(+)
 create mode 100755 install_hera.sh

diff --git a/install_hera.sh b/install_hera.sh
new file mode 100755
index 00000000..cdbe7626
--- /dev/null
+++ b/install_hera.sh
@@ -0,0 +1,33 @@
+#! /bin/bash
+
+#default to 192 antennas
+n_ants=192
+
+while getopts ":a:h:" opt; do
+  case ${opt} in
+    a )
+      n_ants=$OPTARG
+      ;;
+    \? )
+      echo "Usage: $(basename $0) [-a]"
+      echo "  -a : number of antennas to compile for and install"
+      exit
+      ;;
+  esac
+done
+
+echo "Building and installing for ${n_ants} antennas"
+sleep 1;
+
+cd xGPU/src
+
+make clean
+make NSTATION=$n_ants NFREQUENCY=384 NTIME=2048 NTIME_PIPE=1024 CUDA_ARCH=sm_61 DP4A=yes
+sudo make install prefix="/usr/local/xgpu-1080-dp4a-384c-${n_ants}a"
+
+cd ../../src
+
+./configure --with-xgpu="/usr/local/xgpu-1080-dp4a-384c-${n_ants}a"
+make clean
+make
+sudo make install

From d694f688f4d33241c9607b9259d3d1ce0af0d9cc Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 10 Jul 2019 09:27:19 -0700
Subject: [PATCH 224/420] Separate BDA averaging and sending...

... to us the 16 sec of integration time for sending data, instead
of the 2sec it takes to fill the buffer, separating the BDA averaging
and data output to the catcher machine.
---
 src/Makefile.am              |  9 ++++--
 src/hera_bda_output_thread.c |  2 +-
 src/hera_gpu_bda_thread.c    | 55 ++++++++++++++++++++++++++++--------
 3 files changed, 50 insertions(+), 16 deletions(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index 85cdda31..389cc43d 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -13,7 +13,7 @@ AM_CPPFLAGS += -I/usr/include/hiredis/
 
 # AM_CFLAGS is used for all C compiles
 #AM_CFLAGS = -ggdb -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2
-AM_CFLAGS = -fPIC -O3 -Wall -Werror -fno-strict-aliasing -mavx2 -march=native -funroll-loops \
+AM_CFLAGS = -fPIC -O3 -Wall -fno-strict-aliasing -mavx2 -march=native -funroll-loops \
             -DGIT_VERSION=\"$(GIT_VERSION)\" -DBUILD_USER=\"$(BUILD_USER)\" \
             -DBUILD_HOST=\"$(BUILD_HOST)\" -DBUILD_DATE=\"$(BUILD_DATE)\"
 
@@ -28,9 +28,12 @@ paper_threads = paper_fake_net_thread.c          \
                 paper_fluff_thread.c             \
                 hera_pktsock_thread.c            \
                 hera_fake_gpu_thread.c           \
-	        paper_crc_thread.c               \
+	            paper_crc_thread.c               \
                 hera_catcher_net_thread_bda_v2.c \
-                hera_gpu_output_thread.c         \
+                hera_catcher_disk_thread_v2.c    \
+                hera_gpu_bda_thread.c            \
+                hera_bda_output_thread.c         \
+                hera_null_thread.c               \
                 lzf/lzf_c.c                      \
                 lzf/lzf_d.c                      \
                 lzf_filter.c                     \
diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 22611566..2fe95671 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -235,7 +235,7 @@ static void *run(hashpipe_thread_args_t * args)
      hashpipe_status_lock_safe(&st);
      hputs(st.buf, status_key, "processing");
      hputi4(st.buf, "OUTBLKIN", block_idx);
-     hputu4(st.buf, "OUTBCNT",  baseline_id/N_BLTS_BDA);
+     hputu4(st.buf, "OUTBCNT",  baseline_id);
      hashpipe_status_unlock_safe(&st);
      
      buf = &(db->block[block_idx]); 
diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index 4296ed18..0f28469a 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -26,7 +26,7 @@
 #define LOG(x)           ((uint32_t)(log((x))/log(2))) // yields msb loc
 #define CHECK_PWR2(x)    (!((x)&((x)-1)))
 
-//#define PRINT_TEST
+#define PRINT_TEST
 
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
@@ -176,23 +176,28 @@ static int init_idx_map()
   return 0;
 }
 
-static int init_bda_info(bda_info_t *binfo){
+static int init_bda_info(bda_info_t *binfo, char *config_fname){
    FILE *fp;
    int j, a0, a1, inttime, bin;
    uint32_t blctr[] = {0,0,0,0,0};
 
-   if((fp=fopen("bda_config.txt","r")) == NULL){
+   fprintf(stderr,"Loading config file..\n");
+
+   if((fp=fopen(config_fname,"r")) == NULL){
       printf("Cannot open the configuration file.\n");
       exit(1);
    }
    while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
-      if((inttime == 0) || !CHECK_PWR2(inttime)){
+      if(!CHECK_PWR2(inttime)){
         printf("(%d,%d): Samples to integrate not power of 2!\n",a0,a1);
         exit(1);
       }
+      if(inttime == 0) continue;
       blctr[LOG(inttime)]+=1;
    }
-   blctr[0] += N_ANTS;
+
+   // Config file should contain auto-corrs as well.
+   //blctr[0] += N_ANTS;
 
    for(j=0; j<N_BDABUF_BINS; j++){ 
      binfo[j].baselines = blctr[j];
@@ -200,6 +205,8 @@ static int init_bda_info(bda_info_t *binfo){
    }
    binfo[N_BDABUF_BINS-1].baselines += blctr[N_BDABUF_BINS]; // 32sec considered as 16sec integration
 
+   fprintf(stderr,"Finished loading config file. Allocating memory to store baseline pairs.\n");
+
    // malloc for storing ant pairs
    for(j=0; j<N_BDABUF_BINS; j++){
      binfo[j].ant_pair_0 = (int *)malloc(binfo[j].baselines * sizeof(int));
@@ -207,7 +214,9 @@ static int init_bda_info(bda_info_t *binfo){
    }
    rewind(fp); //re-read antpairs to store them
    while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
-     bin = LOG(inttime); if(bin>=N_BDABUF_BINS) bin=N_BDABUF_BINS-1;
+     if (inttime == 0) continue;
+     bin = LOG(inttime); 
+     if(bin>=N_BDABUF_BINS) bin=N_BDABUF_BINS-1;
      binfo[bin].ant_pair_0[blctr[bin]] = a0;
      binfo[bin].ant_pair_1[blctr[bin]++] = a1;
      //fprintf(stderr,"Bin: %d Ctr: %d\n", bin, blctr[bin]);
@@ -215,10 +224,10 @@ static int init_bda_info(bda_info_t *binfo){
    fclose(fp);
 
    // Include the autos
-   for(a0=0;a0<N_ANTS;a0++){
-     binfo[0].ant_pair_0[blctr[0]] = a0;
-     binfo[0].ant_pair_1[blctr[0]++] = a0;
-   }
+   //for(a0=0;a0<N_ANTS;a0++){
+   //  binfo[0].ant_pair_0[blctr[0]] = a0;
+   //  binfo[0].ant_pair_1[blctr[0]++] = a0;
+   //}
 
 #ifdef PRINT_TEST
    fprintf(stderr,"Finished loading config file. Allocating memory..\n");
@@ -257,7 +266,11 @@ static int init_bda_block_header(hera_bda_block_t *bdablk){
 }
 
 static int init(struct hashpipe_thread_args *args)
-{   
+{ 
+   hashpipe_status_t st = args->st; 
+   const char * status_key = args->thread_desc->skey;
+   char config_fname[128];
+ 
    // Get sizing parameters
    xgpuInfo(&xgpu_info);
    //bytes_per_dump = xgpu_info.triLength * sizeof(Complex);
@@ -268,8 +281,26 @@ static int init(struct hashpipe_thread_args *args)
      return -1;
    }
 
+   hashpipe_status_lock_safe(&st);
+   hputs(st.buf, status_key, "initing");
+   hgets(st.buf, "BDACONF", 128, config_fname);
+   hashpipe_status_unlock_safe(&st);
+
+   if (config_fname!=NULL){
+      sprintf(config_fname, "bda_config_192ants_nobda.txt"); 
+   }
+
    // Initialize binfo with config file params
-   init_bda_info(binfo); 
+   init_bda_info(binfo, config_fname); 
+
+   // Write the number of baselines per integration
+   // bin to redis for downstream stuff
+   hashpipe_status_lock_safe(&st);
+   hputu8(st.buf,"NBL2SEC",binfo[0].baselines);
+   hputu8(st.buf,"NBL4SEC",binfo[1].baselines);
+   hputu8(st.buf,"NBL8SEC",binfo[2].baselines);
+   hputu8(st.buf,"NBL16SEC",binfo[3].baselines);
+   hashpipe_status_unlock_safe(&st);
 
    // Allocate memory to the output data blocks based on the config file
    int blk_id,j;

From c05697104696a94814fa496234cccd59612f2a45 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 10 Jul 2019 09:29:36 -0700
Subject: [PATCH 225/420] Catcher to adapt to BDA ...

... catcher writes 16 sec integration files. Changed packet reception
and data writing to accomodate BDA parameters.
---
 src/hera_catcher_disk_thread_v2.c    | 343 ++++++++++++++-------------
 src/hera_catcher_net_thread_bda_v2.c | 231 +++++++++++-------
 src/paper_databuf.h                  |   4 +-
 3 files changed, 332 insertions(+), 246 deletions(-)

diff --git a/src/hera_catcher_disk_thread_v2.c b/src/hera_catcher_disk_thread_v2.c
index 6adff7d7..d6f1c3a9 100644
--- a/src/hera_catcher_disk_thread_v2.c
+++ b/src/hera_catcher_disk_thread_v2.c
@@ -44,11 +44,10 @@
 
 #define CPTR(VAR,CONST) ((VAR)=(CONST),&(VAR))
 
-#define MAXTIMES 64
-
 static hid_t complex_id;
 static hid_t boolenumtype;
 //static hid_t boolean_id;
+static uint64_t total_baselines;
 
 typedef enum {
     FALSE,
@@ -135,7 +134,7 @@ static hid_t open_hdf5_from_template(char * sourcename, char * destname)
 # define FILTER_H5_BITSHUFFLE 32008
 static void init_data_dataset(hdf5_id_t *id){
 
-   hsize_t data_dims[N_DATA_DIMS] = {N_BLTS_BDA, 1, N_CHAN_PROCESSED, N_STOKES};
+   hsize_t data_dims[N_DATA_DIMS] = {total_baselines, 1, N_CHAN_PROCESSED, N_STOKES};
    hsize_t chunk_dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
 
    hid_t file_space = H5Screate_simple(N_DATA_DIMS, data_dims, NULL);
@@ -176,6 +175,22 @@ static void init_data_dataset(hdf5_id_t *id){
        pthread_exit(NULL);
    }
 
+   id->visdata_fs  = H5Dget_space(id->visdata_did);
+   if (id->visdata_fs < 0) {
+       hashpipe_error(__FUNCTION__, "Failed to get visdata filespace\n");
+       pthread_exit(NULL);
+   }
+   id->flags_fs    = H5Dget_space(id->flags_did);
+   if (id->flags_fs < 0) {
+       hashpipe_error(__FUNCTION__, "Failed to get flags filespace\n");
+       pthread_exit(NULL);
+   }
+   id->nsamples_fs = H5Dget_space(id->nsamples_did);
+   if (id->nsamples_fs < 0) {
+       hashpipe_error(__FUNCTION__, "Failed to get nsamples filespace\n");
+       pthread_exit(NULL);
+   }
+
    H5Pclose(plist);
    H5Pclose(plist_lzf);
    H5Sclose(file_space);
@@ -192,7 +207,7 @@ static void init_data_dataset(hdf5_id_t *id){
 #define DIM1 1
 #define DIM2 2
 static void init_headers_dataset(hdf5_id_t *id) {
-   hsize_t dims1[DIM1] = {N_BLTS_BDA};
+   hsize_t dims1[DIM1] = {total_baselines};
    hsize_t chunk_dims1[DIM1] = {1};
 
    hid_t file_space = H5Screate_simple(DIM1, dims1, NULL);
@@ -236,7 +251,7 @@ static void init_headers_dataset(hdf5_id_t *id) {
 
    // TODO: uvw array can be static for a file. See if you can encode this in python.
    ///* And now uvw_array, which has shape Nblts x 3 */
-   //hsize_t dims2[DIM2]   = {N_BLTS_BDA, 3};
+   //hsize_t dims2[DIM2]   = {total_baselines, 3};
    //hsize_t chunk_dims2[DIM2] = {1, 3};
 
    //file_space = H5Screate_simple(DIM2, dims2, NULL);
@@ -255,11 +270,12 @@ static void init_headers_dataset(hdf5_id_t *id) {
    //id->uvw_array_fs = H5Dget_space(id->uvw_array_did);
 
    //H5Pclose(plist);
-   H5Sclose(file_space);
+   //H5Sclose(file_space);
 }
 
 #define VERSION_BYTES 32
-static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t, char* tag) {
+static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, uint64_t file_obs_id, double file_start_t, char* tag) 
+{
     hid_t dataset_id;
     hid_t memtype;
     hid_t stat;
@@ -289,10 +305,11 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     // Create the "Data" group datasets. This function
     // assigns all the dataset ids to the id struct
     init_data_dataset(id);
+
     // Create the "Header/*" group datasets. This function
     // assigns all the dataset ids to the id struct
     init_headers_dataset(id);
-    
+
     // Write meta-data values we know at file-open
     // Write data tag
     memtype = H5Tcopy(H5T_C_S1);
@@ -400,13 +417,14 @@ static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration,
     }
 }
 
-static void close_filespaces(hdf5_id_t *id) {
+static void close_filespaces(hdf5_id_t *id) 
+{
     H5Sclose(id->visdata_fs);
     H5Sclose(id->flags_fs);
     H5Sclose(id->nsamples_fs);
     H5Sclose(id->time_array_fs);
     H5Sclose(id->integration_time_fs);
-    H5Sclose(id->uvw_array_fs);
+    //H5Sclose(id->uvw_array_fs);
     H5Sclose(id->ant_1_array_fs);
     H5Sclose(id->ant_2_array_fs);
 }
@@ -517,10 +535,18 @@ static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
  */
 static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hid_t mem_space, uint64_t *visdata_buf)
 {
-    hsize_t start[N_DATA_DIMS] = {(bcnt%N_BLTS_BDA), 0, 0, 0};
+    herr_t status;
+    hsize_t start[N_DATA_DIMS] = {bcnt, 0, 0, 0};
     hsize_t count[N_DATA_DIMS] = {1 , 1, N_CHAN_PROCESSED, N_STOKES};
-    H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
-    H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf);
+    status = H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
+    if (status < 0){
+        hashpipe_error(__FUNCTION__, "Failed to select hyperslab for copying data");
+        pthread_exit(NULL);
+    }
+    if (H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf) < 0){
+        hashpipe_error(__FUNCTION__, "Error writing data to hyperslab in file");
+        pthread_exit(NULL);
+    }
 }
 
 /* 
@@ -529,25 +555,26 @@ static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hid_t mem_space, u
  * Write: time, ant0, ant1, integration time
  */
 
-static void write_header(hdf5_id_t *id, hsize_t t, hid_t mem_space_nblts, double *integration_time_buf, double *time_array_buf, int *ant_0_array, int *ant_1_array){
-
+static void write_header(hdf5_id_t *id, double *integration_time_buf, double *time_array_buf, 
+                         int *ant_0_array, int *ant_1_array)
+{
    // integration time  
-   if (H5Dwrite(id->integration_time_did, H5T_NATIVE_DOUBLE, mem_space_nblts, id->integration_time_fs, H5P_DEFAULT, integration_time_buf) < 0){
+   if (H5Dwrite(id->integration_time_did, H5T_NATIVE_DOUBLE, H5S_ALL, H5S_ALL, H5P_DEFAULT, integration_time_buf) < 0){
         hashpipe_error(__FUNCTION__, "Error writing integration time");
    }
 
    // time stamp of integration
-   if (H5Dwrite(id->time_array_did, H5T_NATIVE_DOUBLE, mem_space_nblts, id->time_array_fs, H5P_DEFAULT, time_array_buf) < 0) {
+   if (H5Dwrite(id->time_array_did, H5T_NATIVE_DOUBLE, H5S_ALL, H5S_ALL, H5P_DEFAULT, time_array_buf) < 0) {
        hashpipe_error(__FUNCTION__, "Error writing time_array");
    }
 
    // ant0
-   if (H5Dwrite(id->ant_1_array_did, H5T_NATIVE_INT, mem_space_nblts, id->ant_1_array_fs, H5P_DEFAULT, ant_0_array) < 0) {
+   if (H5Dwrite(id->ant_1_array_did, H5T_NATIVE_INT, H5S_ALL, H5S_ALL, H5P_DEFAULT, ant_0_array) < 0) {
        hashpipe_error(__FUNCTION__, "Error writing ant_1_array");
    }
 
    // ant1
-   if (H5Dwrite(id->ant_2_array_did, H5T_NATIVE_INT, mem_space_nblts, id->ant_2_array_fs, H5P_DEFAULT, ant_1_array) < 0) {
+   if (H5Dwrite(id->ant_2_array_did, H5T_NATIVE_INT, H5S_ALL, H5S_ALL, H5P_DEFAULT, ant_1_array) < 0) {
        hashpipe_error(__FUNCTION__, "Error writing ant_2_array");
    }
 
@@ -565,9 +592,14 @@ static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, u
     __m256i *out_sum256  = (__m256i *)out_sum;
     __m256i *out_diff256 = (__m256i *)out_diff;
 
+    fprintf(stderr,"Even: %d\t Odd: %d\t",hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 0),
+                                            hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 1));
+
     in_even256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 0));
     in_odd256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 1));
 
+    //fprintf(stderr, "Even Val: %lld \t Odd Val: %lld \n", *in_even256, *in_odd256); 
+
     // 256 bits = 4 stokes * 2 real/imag * 32 bits == 1 channel
 
     for(chan=0; chan< N_CHAN_PROCESSED; chan++){
@@ -612,20 +644,12 @@ static void *run(hashpipe_thread_args_t * args)
     const char * status_key = args->thread_desc->skey;
 
     // Timers for performance monitoring
-    struct timespec t_start, w_start, w_stop; // transpose start, write start, write stop
     float gbps, min_gbps;
 
     struct timespec start, finish;
-    uint64_t t_ns; // transpose
+    struct timespec file_start, file_finish;
+    struct timespec w_start, w_stop; 
     uint64_t w_ns; // write
-    uint64_t min_t_ns = 999999999;
-    uint64_t min_w_ns = 999999999;
-    uint64_t max_t_ns = 0;
-    uint64_t max_w_ns = 0;
-    uint64_t elapsed_t_ns = 0;
-    uint64_t elapsed_w_ns = 0;
-    float bl_t_ns = 0.0;
-    float bl_w_ns = 0.0;
      
     // Buffers for file name strings
     char template_fname[128];
@@ -638,31 +662,27 @@ static void *run(hashpipe_thread_args_t * args)
 
     // Variables for data collection parameters
     uint32_t acc_len;
-    uint32_t nfiles;
+    uint32_t nfiles = 1;
     uint32_t file_cnt = 0;
     uint32_t trigger = 0;
     char tag[128];
+    uint64_t baseline_dist[N_BDABUF_BINS];
 
     // Variables for antenna positions and baseline orders. These should be provided
     // via the HDF5 header template.
     bl_t bl_order[VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES];
-    //bl_bda_t bl_bda_order[N_BLTS_BDA];
+    //bl_bda_t bl_bda_order[total_baselines];
     int32_t auto_indices[N_ANTS];
     enu_t ant_pos[N_ANTS];
 
-    // A buffer for the real parts of a single auto-corr. Used for writing to redis
-    float auto_corr_n[N_CHAN_PROCESSED];
-    float auto_corr_e[N_CHAN_PROCESSED];
-
     // Init status variables
     hashpipe_status_lock_safe(&st);
     hputi8(st.buf, "DISKMCNT", 0);
-    hputu4(st.buf, "TRIGGER", 0);
+    hputu4(st.buf, "TRIGGER", trigger);
     hashpipe_status_unlock_safe(&st);
 
     // Redis connection
     redisContext *c;
-    redisReply *reply;
     const char *hostname = "redishost";
     int redisport = 6379;
     int use_redis = 1;
@@ -681,24 +701,35 @@ static void *run(hashpipe_thread_args_t * args)
         }
     }
 
-    // Indicate via redis that we're started but not taking data
+    // Indicate via redis that we've started but not taking data
     redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
     redisCommand(c, "EXPIRE corr:is_taking_data 60");
 
+    // Get baseline distribution from redis.
+    hashpipe_status_lock_safe(&st);
+    hgetu8(st.buf,"NBL2SEC", &baseline_dist[0]);
+    hgetu8(st.buf,"NBL4SEC", &baseline_dist[1]);
+    hgetu8(st.buf,"NBL8SEC", &baseline_dist[2]);
+    hgetu8(st.buf,"NBL16SEC",&baseline_dist[3]);
+    hashpipe_status_unlock_safe(&st);
+
+    total_baselines = 8*baseline_dist[0] + 4*baseline_dist[1] + 2*baseline_dist[2] + baseline_dist[3];
+    fprintf(stdout,"Baseline Distribution per file:\n");
+    fprintf(stdout,"8 x %ld\t 4 x %ld\t 2 x %ld\t 1 x %ld\n",
+            baseline_dist[0],baseline_dist[1],baseline_dist[2],baseline_dist[3]);
+    fprintf(stdout,"Total Baselines: %ld", total_baselines);
+
     /* Loop(s) */
     int32_t *db_in32;
     int rv;
-    unsigned int samp;
+    uint32_t samp;
     int curblock_in=0;
-    int a, xeng, xchan, chan;
-    double file_start_t, file_stop_t, file_duration;
+    double file_start_t, file_stop_t, file_duration; // time from bcnt
+    double file_time; // time from local machine
     int64_t file_obs_id, file_nblts=0, file_nts=0;
-    int64_t start_mcnt;
-    int64_t curr_file_mcnts[8];
     int32_t bcnt;
     int32_t curr_file_bcnt = -1;
     uint32_t bctr;        // bcnt variable
-    int bl;               // baseline variable
 
     hdf5_id_t sum_file, diff_file;
     
@@ -706,26 +737,32 @@ static void *run(hashpipe_thread_args_t * args)
     int32_t *bl_buf_sum  = (int32_t *)aligned_alloc(32, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
     int32_t *bl_buf_diff = (int32_t *)aligned_alloc(32, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
 
-    double *integration_time_buf = (double *)malloc(N_BLTS_BDA * sizeof(double));
-    double *time_array_buf       = (double *)malloc(N_BLTS_BDA * sizeof(double));
-    uint16_t *ant_0_array        = (uint16_t *)malloc(N_BLTS_BDA * sizeof(uint16_t));
-    uint16_t *ant_1_array        = (uint16_t *)malloc(N_BLTS_BDA * sizeof(uint16_t));
-    //double *uvw_array_buf        = (double *)malloc(N_BLTS_BDA * 3 * sizeof(double));
+    memset(bl_buf_sum, 0, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+
+    double *integration_time_buf = (double *)malloc(total_baselines * sizeof(double));
+    double *time_array_buf       = (double *)malloc(total_baselines * sizeof(double));
+    int *ant_0_array             = (int *)malloc(total_baselines * sizeof(int));
+    int *ant_1_array             = (int *)malloc(total_baselines * sizeof(int));
+    //double *uvw_array_buf        = (double *)malloc(total_baselines * 3 * sizeof(double));
 
     // Allocate an array of bools for flags and n_samples
-    hbool_t *flags = (hbool_t *)calloc(0, N_BLTS_BDA * sizeof(hbool_t));
-    //uint64_t *nsamples = (uint64_t *)malloc(N_BLTS_BDA * sizeof(uint64_t));
+    hbool_t *flags = (hbool_t *)calloc(1, total_baselines * sizeof(hbool_t));
+    //uint64_t *nsamples = (uint64_t *)malloc(total_baselines * sizeof(uint64_t));
 
     // Define the memory space used by these buffers for HDF5 access
     // We write 1[baseline] x 1[spw] x N_CHAN_PROCESSED x N_STOKES at a time
-    hsize_t dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
-    hid_t mem_space_data = H5Screate_simple(N_DATA_DIMS, dims, NULL);
+    //hsize_t dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
+    //hid_t mem_space_data = H5Screate_simple(N_DATA_DIMS, dims, NULL);
+
+    hsize_t dims[DIM1] = {N_CHAN_PROCESSED * N_STOKES};
+    hid_t mem_space_data = H5Screate_simple(DIM1, dims, NULL);
+
     // Memory spaces to Nblts-element header vectors
-    hsize_t dims1[DIM1] = {N_BLTS_BDA};
-    hid_t mem_space_nblts = H5Screate_simple(DIM1, dims1, NULL);
+    //hsize_t dims1[DIM1] = {N_CHAN_PROCESSED*NSTOKES};
+    //hid_t mem_space_nblts = H5Screate_simple(DIM1, dims1, NULL);
     // Memory spaces to (Nblts x 3)-element header vectors
-    hsize_t dims2[DIM2] = {N_BLTS_BDA, 3};
-    hid_t mem_space_uvw = H5Screate_simple(DIM2, dims2, NULL);
+    //hsize_t dims2[DIM2] = {total_baselines, 3};
+    //hid_t mem_space_uvw = H5Screate_simple(DIM2, dims2, NULL);
 
     while (run_threads()) {
         // Note waiting status,
@@ -755,10 +792,6 @@ static void *run(hashpipe_thread_args_t * args)
             }
         }
 
-        // reset elapsed time counters
-        elapsed_w_ns = 0;
-        elapsed_t_ns = 0.0;
-
         // Get template filename from redis
         hashpipe_status_lock_safe(&st);
         hgets(st.buf, "HDF5TPLT", 128, template_fname);
@@ -777,7 +810,7 @@ static void *run(hashpipe_thread_args_t * args)
         // Data tag
         hgets(st.buf, "TAG", 128, tag);
 
-        // Get the number of files to write
+        // Wait for the trigger to write files
         hgetu4(st.buf, "TRIGGER", &trigger);
         hashpipe_status_unlock_safe(&st);
 
@@ -785,32 +818,32 @@ static void *run(hashpipe_thread_args_t * args)
         // start marking blocks as done and idling until a new
         // trigger is received
         if (trigger) {
-            fprintf(stdout, "Catcher got a new trigger and will write %d files\n", nfiles);
-            file_cnt = 0;
-            hashpipe_status_lock_safe(&st);
-            hputu4(st.buf, "TRIGGER", 0);
-            hashpipe_status_unlock_safe(&st);
-            idle = 0;
-            if (use_redis) {
-                // Create the "corr:is_taking_data" hash. This will be set to 
-                // state=False when data taking is complete. Or if this pipeline 
-                // exits the key will expire.
-                redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
-            }
+          fprintf(stdout, "Catcher got a new trigger and will write %d files\n", nfiles);
+          file_cnt = 0;
+          hashpipe_status_lock_safe(&st);
+          hputu4(st.buf, "TRIGGER", 0);
+          hashpipe_status_unlock_safe(&st);
+          idle = 0;
+          if (use_redis) {
+              // Create the "corr:is_taking_data" hash. This will be set to 
+              // state=False when data taking is complete. Or if this pipeline 
+              // exits the key will expire.
+              redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
+          }
         } else if (file_cnt >= nfiles) {
-            // If we're transitioning to idle state
-            // Indicate via redis that we're no longer taking data
-            if (!idle) {
-                redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
-            }
-            idle = 1;
-            // Mark input block as free and advance
-            if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
-                hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
-                pthread_exit(NULL);
-            }
-            curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
-            continue;
+          // If we're transitioning to idle state
+          // Indicate via redis that we're no longer taking data
+          if (!idle) {
+              redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
+          }
+          idle = 1;
+          // Mark input block as free and advance
+          if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+              hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+              pthread_exit(NULL);
+          }
+          curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
+          continue;
         }
 
         // If we make it to here we're not idle any more.
@@ -819,25 +852,57 @@ static void *run(hashpipe_thread_args_t * args)
         // data by incrementing NFILES without retriggering.
         idle = 0;
 
+        // Got a new data block, update status
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "writing");
+        hputi4(st.buf, "DISKBKIN", curblock_in);
+        hputu8(st.buf, "DISKMCNT", db_in->block[curblock_in].header.mcnt[0]);
+        hputu8(st.buf, "DISKBCNT", db_in->block[curblock_in].header.bcnt[0]);
+        hashpipe_status_unlock_safe(&st);
+
         // Start writing files!
-        // A file is defined as N_BLTS_BDA number of bcnts. If a bcnt belonging
+        // A file is defined as total_baselines number of bcnts. If a bcnt belonging
         // to a new intergation arrives, close the old file and start a new file.
 
+        clock_gettime(CLOCK_MONOTONIC, &start);
         db_in32 = (int32_t *)db_in->block[curblock_in].data;
 
+        // reset elapsed time counters
+        w_ns = 0.0;
+
         for(bctr = 0; bctr < BASELINES_PER_BLOCK; bctr++){
 
            // Check if bcnt marks the beginning of a new file
            bcnt = db_in->block[curblock_in].header.bcnt[bctr];  
-           if (bcnt % N_BLTS_BDA == 0){
+           if (bcnt % total_baselines == 0){
+
+              fprintf(stderr,"Processing bcnt: %d\n", bcnt);
 
               // If a file is open, finish its meta-data and close it.
-              if (curr_file_bcnt > 0){
+              if (curr_file_bcnt >= 0){
+
+                gps_time = mcnt2time(bcnt, sync_time);
+                file_stop_t = gps_time;
+                file_duration = file_stop_t - file_start_t;
+
                 fprintf(stdout, "Closing datasets and files\n");
+                write_header(&sum_file,  integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
+                write_header(&diff_file, integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
+                close_filespaces(&sum_file);
+                close_filespaces(&diff_file);
                 close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
                 close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
                 file_cnt += 1;
 
+                clock_gettime(CLOCK_MONOTONIC, &file_finish);
+                file_time = ELAPSED_NS(file_start, file_finish)/ 1000000000;
+
+                hashpipe_status_lock_safe(&st);
+                hputu8(st.buf, "FILESEC", file_time);
+                hashpipe_status_unlock_safe(&st); 
+
+                fprintf(stderr,"Closing file %s\n", hdf5_fname);
+
                 // If this is the last file, mark this block done and get out of the loop
                 if (file_cnt >= nfiles) {
                     fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);
@@ -847,32 +912,36 @@ static void *run(hashpipe_thread_args_t * args)
                     }
                     curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
                     curr_file_bcnt = -1; //So the next trigger will start a new file
-                    continue;
+                    break;
                 }
               }
 
               // Open a new sum and difference file
 
               // Init all counters to zero
+              clock_gettime(CLOCK_MONOTONIC, &file_start);
+
               file_nblts = 0;
               file_nts = 0;
-              memset(ant_0_array, 0, N_BLTS_BDA * sizeof(uint16_t));
-              memset(ant_1_array, 0, N_BLTS_BDA * sizeof(uint16_t));
-              memset(time_array_buf, 0, N_BLTS_BDA * sizeof(double));
-              memset(integration_time_buf, 0, N_BLTS_BDA * sizeof(double));
+              memset(ant_0_array, 0, total_baselines * sizeof(uint16_t));
+              memset(ant_1_array, 0, total_baselines * sizeof(uint16_t));
+              memset(time_array_buf, 0, total_baselines * sizeof(double));
+              memset(integration_time_buf, 0, total_baselines * sizeof(double));
 
               curr_file_bcnt = bcnt;
+              fprintf(stderr, "Curr file bcnt: %d\n", curr_file_bcnt);
+              fprintf(stderr, "Curr file mcnt: %ld\n", db_in->block[curblock_in].header.mcnt[bctr]);
               gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr], sync_time);
               julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
               file_start_t = gps_time;
               file_obs_id = (int64_t)gps_time;
 
               sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
-              fprintf(stdout, "Opening new file %s\n", hdf5_fname);
+              fprintf(stderr, "Opening new file %s\n", hdf5_fname);
               start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
 
               sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
-              fprintf(stdout, "Opening new file %s\n", hdf5_fname);
+              fprintf(stderr, "Opening new file %s\n", hdf5_fname);
               start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
 
               // Get the antenna positions and baseline orders
@@ -883,85 +952,39 @@ static void *run(hashpipe_thread_args_t * args)
               get_auto_indices(bl_order, auto_indices, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES);
            }
  
-           // If bcnt does not start a new file, and an open file exists, 
-           // copy data to the right location
-           if (curr_file_bcnt > 0){
+           // If an open file exists, copy data to the right location
+           if (curr_file_bcnt >= 0){
 
               // Update time and sample counters
               file_nblts += 1;
-              file_nts += 1;
-
-              if (file_nts > MAXTIMES) {
-                  hashpipe_error(__FUNCTION__, "Writing time sample %d but maximum hardcoded limit is %d\n", file_nts, MAXTIMES);
-              }
-
-              // extend the datasets with time axes and update filespace IDs
 
               compute_sum_diff(db_in32, bl_buf_sum, bl_buf_diff, bcnt%BASELINES_PER_BLOCK);
+
+              clock_gettime(CLOCK_MONOTONIC, &w_start);               
               write_baseline_index(&sum_file, (bcnt-curr_file_bcnt), mem_space_data, (uint64_t *)bl_buf_sum);
-              write_baseline_index(&diff_file, (bcnt-curr_file_bcnt), mem_space_data, (uint64_t *)bl_buf_diff);
+              //write_baseline_index(&diff_file, (bcnt-curr_file_bcnt), mem_space_data, (uint64_t *)bl_buf_diff);
+              clock_gettime(CLOCK_MONOTONIC, &w_stop);
+
+              w_ns += ELAPSED_NS(w_start, w_stop);
 
               samp = bcnt - curr_file_bcnt;
-              ant_0_array[samp] = db_in->block[curblock_in].header.ant_pair_0[bctr];
-              ant_1_array[samp] = db_in->block[curblock_in].header.ant_pair_1[bctr];
-              time_array_buf[samp] = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr], sync_time);
-                  
-              // Close the filespaces - leave the datasets open. We'll close those when the file is done
-              close_filespaces(&sum_file);
-              close_filespaces(&diff_file);
 
-              clock_gettime(CLOCK_MONOTONIC, &finish);
+              ant_0_array[samp] = (int)db_in->block[curblock_in].header.ant_pair_0[bctr];
+              ant_1_array[samp] = (int)db_in->block[curblock_in].header.ant_pair_1[bctr];
+              time_array_buf[samp] = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr], sync_time);
+              flags[samp] = 0; 
 
            } // processed data copying
         } // bctr for loop
+              
+        clock_gettime(CLOCK_MONOTONIC, &finish);
  
-        //// Write autocorrs to redis
-        //if(use_redis) {
-        //    for (a=0; a<N_ANTS; a++) {
-        //        // auto_indices default to -1. Use this test to delete
-        //        // redis keys for invalid antennas
-        //        if (auto_indices[a] >= 0) {
-        //            //fprintf(stdout, "Reporting autocorrs for ant %d (bl %d) to redis\n", a, auto_indices[a]);
-        //            for (xeng=0; xeng<N_XENGINES_PER_TIME; xeng++) {
-        //                for (xchan=0; xchan<N_CHAN_PROCESSED/N_XENGINES_PER_TIME; xchan++) {
-        //                    chan = xeng*N_CHAN_PROCESSED/N_XENGINES_PER_TIME + xchan;
-        //                    // Divide out accumulation length.
-        //                    // Don't divide out integration over frequency channels (if any)
-        //                    auto_corr_n[chan] = (float) db_in32[hera_catcher_input_databuf_by_bl_idx32(xeng, auto_indices[a]) + (N_STOKES*2*TIME_DEMUX*xchan)] / acc_len;
-        //                    auto_corr_e[chan] = (float) db_in32[hera_catcher_input_databuf_by_bl_idx32(xeng, auto_indices[a]) + (N_STOKES*2*TIME_DEMUX*xchan) + 2] / acc_len;
-        //                    //fprintf(stdout, "ant %d: chan %d, xeng: %d, xchan: %d, val: %f\n", a, chan, xeng, xchan, auto_corr_n[chan]);
-        //                }
-        //            }
-        //            reply = redisCommand(c, "SET auto:%dn %b", a, auto_corr_n, (size_t) (sizeof(float) * N_CHAN_PROCESSED));
-        //            freeReplyObject(reply);
-        //            reply = redisCommand(c, "SET auto:%de %b", a, auto_corr_e, (size_t) (sizeof(float) * N_CHAN_PROCESSED));
-        //            freeReplyObject(reply);
-        //        } else {
-        //            reply = redisCommand(c, "DEL auto:%dn", a);
-        //            freeReplyObject(reply);
-        //            reply = redisCommand(c, "DEL auto:%de", a);
-        //            freeReplyObject(reply);
-        //        }
-        //    }
-        //    //reply = redisCommand(c, "SET auto:timestamp %lf", julian_time);
-        //    reply = redisCommand(c, "SET auto:timestamp  %b", &julian_time, (size_t) (sizeof(double)));
-        //    freeReplyObject(reply);
-        //}
-
-        // Note processing time for this integration and update other stats
-        bl_t_ns = (float)elapsed_t_ns / BASELINES_PER_BLOCK;
-        bl_w_ns = (float)elapsed_w_ns / BASELINES_PER_BLOCK;
-
         hashpipe_status_lock_safe(&st);
-        hputr4(st.buf, "DISKTBNS", bl_t_ns); 
-        hputi8(st.buf, "DISKTMIN", min_t_ns); 
-        hputi8(st.buf, "DISKTMAX", max_t_ns); 
-        hputr4(st.buf, "DISKWBNS", bl_w_ns); 
-        hputi8(st.buf, "DISKWMIN", min_w_ns); 
-        hputi8(st.buf, "DISKWMAX", max_w_ns); 
+         
+        hputi8(st.buf, "DISKWBL", w_ns/BASELINES_PER_BLOCK);
 
         hgetr4(st.buf, "DISKMING", &min_gbps);
-        gbps = (float)(2*64L*N_BLTS_BDA)/ELAPSED_NS(start,finish); //Gigabits / s
+        gbps = (float)(BASELINES_PER_BLOCK*N_CHAN_PROCESSED*N_STOKES*64L)/ELAPSED_NS(start,finish); //Gigabits / s
         hputr4(st.buf, "DISKGBPS", gbps);
         hputr4(st.buf, "DUMPMS", ELAPSED_NS(start,finish) / 1000000.0);
         if(min_gbps == 0 || gbps < min_gbps) {
diff --git a/src/hera_catcher_net_thread_bda_v2.c b/src/hera_catcher_net_thread_bda_v2.c
index 592049b9..848b7d35 100644
--- a/src/hera_catcher_net_thread_bda_v2.c
+++ b/src/hera_catcher_net_thread_bda_v2.c
@@ -42,6 +42,11 @@
 
 #define MAX_OUT_OF_SEQ_PKTS           (4096)
 
+// This allows packets to be two full databufs late without being considered
+// out of sequence.
+#define LATE_PKT_BCNT_THRESHOLD (2*BASELINES_PER_BLOCK*CATCHER_N_BLOCKS)
+
+
 typedef struct{
     uint64_t mcnt;        // timestamp of the packet
     uint32_t bcnt;        // unique id based on order of baselines sent to catcher
@@ -57,8 +62,8 @@ typedef struct{
 typedef struct {
     int initialized;
     uint32_t bcnt_start; 
-    int block_curr;
-    int block_next;
+    int block_i;
+    uint64_t bcnt_log_late;
     long out_of_seq_cnt;
     long block_packet_counter[CATCHER_N_BLOCKS];
     char flags[CATCHER_N_BLOCKS][PACKETS_PER_BLOCK];
@@ -67,10 +72,11 @@ typedef struct {
 
 static hashpipe_status_t *st_p;
 static const char * status_key;
+static uint32_t first_bcnt;
 
 // Get physical block number given the bcnt
 static inline int block_for_bcnt(uint32_t bcnt){
-    return (bcnt/BASELINES_PER_BLOCK) % CATCHER_N_BLOCKS;
+    return ((bcnt-first_bcnt) / BASELINES_PER_BLOCK) % CATCHER_N_BLOCKS;
 }
 
 // Initialize a block by clearing its "good data" flag and saving the 
@@ -82,31 +88,6 @@ static inline void initialize_block(hera_catcher_input_databuf_t * db, uint64_t
   db->block[block_i].header.good_data = 0;
 }
 
-/* Initialize block_info */
-// This function must be called once and only once per block_info structure!
-// Subsequent calls are no-ops.
-static inline void initialize_block_info(block_info_t * binfo, uint32_t bcnt){
-    int i;
-
-    // If this block_info structure has already been initialized
-    if(binfo->initialized) {
-	  return;
-    }
-
-    for(i = 0; i < CATCHER_N_BLOCKS; i++) {
-      binfo->block_packet_counter[i] = 0;
-      memset(binfo->flags[i], 0, PACKETS_PER_BLOCK*sizeof(char));
-      memset(binfo->baselines[i], 0, BASELINES_PER_BLOCK*sizeof(char));
-    }
-
-    // The number of the current block is set by the first packet received
-    binfo->bcnt_start     = bcnt;
-    binfo->block_curr     = block_for_bcnt(bcnt);
-    binfo->block_next     = (binfo->block_curr+1) % CATCHER_N_BLOCKS;
-    binfo->out_of_seq_cnt = 0;
-    binfo->initialized    = 1;
-}
-
 /* Get packet header */
 static inline void get_header(unsigned char *p_frame, packet_header_t *pkt_header){
    packet_header_t *packet_header_raw = (packet_header_t *)PKT_UDP_DATA(p_frame);
@@ -124,13 +105,10 @@ static inline void get_header(unsigned char *p_frame, packet_header_t *pkt_heade
 // Returns bcnt of the block being marked filled.
 static uint64_t set_block_filled(hera_catcher_input_databuf_t *db, block_info_t *binfo){
   static int last_filled = -1; 
-  if (last_filled==-1){ 
-    last_filled = (binfo->block_curr-1)% CATCHER_N_BLOCKS;
-  }
 
   uint64_t block_missed_pkt_cnt;
-  uint32_t missed_pkt_cnt;
-  uint32_t block_i = binfo->block_curr;
+  uint64_t block_missed_xengs, block_missed_mod_cnt, missed_pkt_cnt=0;
+  uint32_t block_i = block_for_bcnt(binfo->bcnt_start);
 
   // Validate that we're filling blocks in the proper sequence
   last_filled = (last_filled+1) % CATCHER_N_BLOCKS;
@@ -138,7 +116,17 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *db, block_info_t
     printf("block %d being marked filled, but expected block %d!\n", block_i, last_filled);
   }
 
-  db->block[block_i].header.good_data = 1;
+  // Validate that block_i matches binfo->block_i
+  if(block_i != binfo->block_i) {
+  hashpipe_warn(__FUNCTION__,
+  	"block_i for binfo's mcnt (%d) != binfo's block_i (%d)",
+  	block_i, binfo->block_i);
+  }
+
+  // If all packets are accounted for, mark this block as good
+  if(binfo->block_packet_counter[block_i] == PACKETS_PER_BLOCK){
+    db->block[block_i].header.good_data = 1;
+  }
 
   // Set the block as filled
   if(hera_catcher_input_databuf_set_filled(db, block_i) != HASHPIPE_OK){
@@ -148,16 +136,21 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *db, block_info_t
 
   // Calculate missing packets.
   block_missed_pkt_cnt = PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
+  block_missed_xengs = block_missed_pkt_cnt / (PACKETS_PER_BL_PER_X * BASELINES_PER_BLOCK);
+  block_missed_mod_cnt = block_missed_xengs % N_XENGINES_PER_TIME; 
+
+  //fprintf(stderr,"Missed packets: %ld\tMissed Xengs:%ld\t", block_missed_pkt_cnt, block_missed_xengs);
 
   // Update status buffer
   hashpipe_status_lock_busywait_safe(st_p);
   hputu4(st_p->buf, "NETBKOUT", block_i);
-  if(block_missed_pkt_cnt){
+  hputu4(st_p->buf, "MISSXENG", block_missed_xengs);
+  if(block_missed_mod_cnt){
     fprintf(stderr, "Expected %lu packets, Got %lu\n", PACKETS_PER_BLOCK, binfo->block_packet_counter[block_i]);
     // Increment MISSEDPK by number of missed packets for this block
-    hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
+    hgetu8(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
     missed_pkt_cnt += block_missed_pkt_cnt;
-    hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
+    hputu8(st_p->buf, "MISSEDPK", missed_pkt_cnt);
     //  fprintf(stderr, "got %d packets instead of %d\n",
     //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
   }
@@ -166,6 +159,30 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *db, block_info_t
   return db->block[block_i].header.bcnt[0];
 }
 
+/* Initialize block_info */
+// This function must be called once and only once per block_info structure!
+// Subsequent calls are no-ops.
+static inline void initialize_block_info(block_info_t * binfo){
+    int i;
+
+    // If this block_info structure has already been initialized
+    if(binfo->initialized) {
+	  return;
+    }
+
+    for(i = 0; i < CATCHER_N_BLOCKS; i++) {
+      binfo->block_packet_counter[i] = 0;
+      memset(binfo->flags[i], 0, PACKETS_PER_BLOCK*sizeof(char));
+      memset(binfo->baselines[i], 0, BASELINES_PER_BLOCK*sizeof(char));
+    }
+
+    // Start with block 0
+    binfo->out_of_seq_cnt = 0;
+    binfo->block_i        = 0;
+    binfo->bcnt_log_late  = BASELINES_PER_BLOCK;
+    binfo->initialized    = 1;
+}
+
 
 /* Process packet */
 // This function returns -1 unless the given packet causes a block to be marked
@@ -178,58 +195,68 @@ static inline uint64_t process_packet(
 
   static block_info_t binfo;
   packet_header_t pkt_header;
+  int pkt_block_i;
+  int i;
   const uint32_t *payload_p;
   uint32_t *dest_p;
-  int i;
-  int pkt_block_i;
+  uint32_t pkt_bcnt_dist;
+  uint32_t pkt_bcnt;
+  uint32_t cur_bcnt;
+  uint32_t netbcnt = -1; // Value to return if a block is filled
   int b, x, t, o;
   uint32_t pkt_offset;
-  uint32_t pkt_bcnt_dist;
-  uint64_t bcnt = -1;
 
   // Parse packet header
   get_header(p_frame, &pkt_header);
-  pkt_block_i = block_for_bcnt(pkt_header.bcnt);
+  pkt_bcnt = pkt_header.bcnt;
 
   // Lazy init binfo
   if(!binfo.initialized){
+    // This is the first packet received
     fprintf(stderr,"Initializing binfo..!\n");
-    initialize_block_info(&binfo, pkt_header.bcnt);
+    initialize_block_info(&binfo);
+
+    first_bcnt = pkt_bcnt;
+    binfo.bcnt_start = pkt_bcnt;
 
     fprintf(stderr,"Initializing the first blocks..\n");
-    // Initialize the newly acquired block
-    initialize_block(db, pkt_header.bcnt); 
-    initialize_block(db, pkt_header.bcnt+BASELINES_PER_BLOCK); 
-    initialize_block(db, pkt_header.bcnt+2*BASELINES_PER_BLOCK); 
+    // Initialize the newly acquired blocks
+    initialize_block(db, pkt_bcnt); 
+    initialize_block(db, pkt_bcnt+BASELINES_PER_BLOCK); 
   }
 
+  pkt_block_i = block_for_bcnt(pkt_bcnt);
+  cur_bcnt = binfo.bcnt_start;
+
   //fprintf(stderr, "curr:%d\tnext:%d\t",binfo.block_curr, binfo.block_next);
   //fprintf(stderr, "bcnt:%d\tblock_id:%d\n",pkt_header.bcnt, pkt_block_i);
   //fprintf(stderr, "xeng:%d\n",pkt_header.xeng_id);
 
   // Packet bcnt distance (how far away is this packet's bcnt from the
   // current bcnt).  Positive distance for pcnt mcnts > current mcnt.
-  pkt_bcnt_dist = pkt_header.bcnt - binfo.bcnt_start; 
+  pkt_bcnt_dist = pkt_bcnt - cur_bcnt;
 
-  // We expect packets for the current block, the next block and the block after.
+  // We expect packets for the current block (0) and the next block (1). If a packet 
+  // belonging to the block after (2) arrives, the current block is marked full and
+  // counters advance (1,2,3). 
   if (0 <= pkt_bcnt_dist && pkt_bcnt_dist < 3*BASELINES_PER_BLOCK){
     // If the packet is for the block after the next block (i.e. current 
     // block + 2 blocks), mark the current block as filled.
-    if (pkt_bcnt_dist >= 2*BASELINES_PER_BLOCK){
+    if ((pkt_bcnt_dist >= 2*BASELINES_PER_BLOCK) || (binfo.block_packet_counter[binfo.block_i] == PACKETS_PER_BLOCK)){
        
-       bcnt = set_block_filled(db, &binfo);
+       netbcnt = set_block_filled(db, &binfo);
 
        // Print
-       fprintf(stderr,"Filled Block: %d with bcnt: %lu\n",binfo.block_curr, bcnt);
+       fprintf(stderr,"Filled Block: %d with bcnt: %d\n", binfo.block_i, netbcnt);
 
        // Update binfo
+       cur_bcnt += BASELINES_PER_BLOCK;
        binfo.bcnt_start += BASELINES_PER_BLOCK;
-       binfo.block_packet_counter[binfo.block_curr] = 0;
-       memset(binfo.flags[binfo.block_curr],     0, PACKETS_PER_BLOCK*sizeof(char));
-       memset(binfo.baselines[binfo.block_curr], 0, BASELINES_PER_BLOCK*sizeof(char));
+       binfo.block_packet_counter[binfo.block_i] = 0;
+       memset(binfo.flags[binfo.block_i],     0, PACKETS_PER_BLOCK*sizeof(char));
+       memset(binfo.baselines[binfo.block_i], 0, BASELINES_PER_BLOCK*sizeof(char));
 
-       binfo.block_curr = binfo.block_next;
-       binfo.block_next = (binfo.block_next+1) % CATCHER_N_BLOCKS; 
+       binfo.block_i = (binfo.block_i+1) % CATCHER_N_BLOCKS; 
 
        // Wait (hopefully not long!) to acquire the block after next.
        if(hera_catcher_input_databuf_busywait_free(db, pkt_block_i) != HASHPIPE_OK) {
@@ -246,7 +273,7 @@ static inline uint64_t process_packet(
        }
 
        // Initialize the newly acquired block
-       initialize_block(db, bcnt+2*BASELINES_PER_BLOCK); 
+       initialize_block(db, pkt_bcnt); 
 
        // Reset out-of-seq counter
        binfo.out_of_seq_cnt = 0;
@@ -258,8 +285,8 @@ static inline uint64_t process_packet(
     t = (pkt_header.mcnt/Nt) % TIME_DEMUX;  //Nt = 2
     o = pkt_header.offset;
     pkt_offset = hera_catcher_input_databuf_pkt_offset(b, t, x, o);
-    //fprintf(stderr, "offset: %d\n", pkt_offset);
     //fprintf(stderr, "bcnt-loc:%d\txeng:%d\ttime:%d\tpktoffset:%d\n",b,x,t,o);
+    //fprintf(stderr, "offset: %d\n", pkt_offset);
     
     // Copy data into buffer with byte swap
     payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t)); 
@@ -283,25 +310,70 @@ static inline uint64_t process_packet(
     binfo.block_packet_counter[pkt_block_i]++;
 
     // Check for duplicate packets
-    // if(binfo.flags[pkt_block_i][pkt_offset]){
-    //   // This slot is already filled
-    //   //fprintf(stderr, "Packet repeated!!\n");
-    //   binfo.out_of_seq_cnt++;
-    //   return -1;
-    // }
-
-  }else{
+    if(binfo.flags[pkt_block_i][pkt_offset]){
+      // This slot is already filled
+      //fprintf(stderr, "Packet repeated!!\n");
+      binfo.out_of_seq_cnt++;
+      return -1;
+    }
+
+  return netbcnt;
+  }
+
+  // Else, if the packet is late, but not too late (so we can handle catcher being
+  // restarted and bcnt rollover), then ignore it
+  else if(pkt_bcnt_dist < 0  && pkt_bcnt_dist > -LATE_PKT_BCNT_THRESHOLD) {
+    // Issue warning if not after a reset
+    if (cur_bcnt >= binfo.bcnt_log_late) {
+       hashpipe_warn("hera_catcher_net_thread", 
+           "Ignorning late packet (%d bcnts late)", 
+            cur_bcnt - pkt_bcnt);
+    }
+    return -1;
+  } 
+
+  else {
+    // If not at start-up and this is the first out of order packet, issue warning.
+    if (cur_bcnt !=0 && binfo.out_of_seq_cnt == 0) {
+       hashpipe_warn("hera_catcher_net_thread", "out of seq bcnt %012lx (expected: %012lx <= bcnt < %012x)", 
+                      pkt_bcnt, cur_bcnt, cur_bcnt+3*BASELINES_PER_BLOCK);
+    }
+
     binfo.out_of_seq_cnt++;
+
+    // If too many out of sequence packets
+    if (binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ_PKTS) {
+      // Reset current mcnt. The value to reset to must be the first
+      // value greater than or equal to the pkt_bcnt that corresponds 
+      // to the same databuf block as the old current bcnt.  
+      first_bcnt = pkt_header.bcnt - binfo.block_i*BASELINES_PER_BLOCK;
+      binfo.bcnt_start = pkt_header.bcnt;  
+      binfo.block_i = block_for_bcnt(pkt_header.bcnt);
+      binfo.bcnt_log_late = binfo.bcnt_start + BASELINES_PER_BLOCK;
+
+      hashpipe_warn("hera_catcher_net_thread", 
+      "resetting to bcnt %012lx block %d based on packet bcnt %012lx",
+                     binfo.bcnt_start, binfo.block_i, pkt_header.bcnt);
+
+      // Reinitialize the acquired blocks with new mcnt values.
+      initialize_block(db, binfo.bcnt_start);
+      initialize_block(db, binfo.bcnt_start+BASELINES_PER_BLOCK);
+
+      // Reinitialize binfo counter for these blocks  
+      binfo.block_packet_counter[binfo.block_i] = 0;
+      memset(binfo.flags[binfo.block_i],     0, PACKETS_PER_BLOCK*sizeof(char));
+      memset(binfo.baselines[binfo.block_i], 0, BASELINES_PER_BLOCK*sizeof(char));
+
+      int next_block = (binfo.block_i + 1) % CATCHER_N_BLOCKS;
+      binfo.block_packet_counter[next_block] = 0;
+      memset(binfo.flags[next_block],     0, PACKETS_PER_BLOCK*sizeof(char));
+      memset(binfo.baselines[next_block], 0, BASELINES_PER_BLOCK*sizeof(char));
+    } 
     return -1;
   }
-  
-  //if (binfo.out_of_seq_cnt > MAX_OUT_OF_SEQ_PKTS){
-  //  fprintf(stderr,"Lots of out of sequence packets!");
-  //}
-  return bcnt;  
+  return netbcnt;  
 }
 
-
 static int init(hashpipe_thread_args_t *args){
   /* Read network params */
   char bindhost[80];
@@ -321,7 +393,7 @@ static int init(hashpipe_thread_args_t *args){
   // Store bind host/port info etc in status buffer
   hputs(st.buf, "BINDHOST", bindhost);
   hputi4(st.buf, "BINDPORT", bindport);
-  hputu4(st.buf, "MISSEDFE", 0);
+  hputu4(st.buf, "MISSXENG", 0);
   hputu4(st.buf, "MISSEDPK", 0);
   hashpipe_status_unlock_safe(&st);
 
@@ -391,7 +463,7 @@ static void *run(hashpipe_thread_args_t * args){
     hashpipe_status_unlock_safe(&st);
   }
 
-  fprintf(stderr,"Waiting to acquire three blocks to start!\n");
+  fprintf(stderr,"Waiting to acquire two blocks to start!\n");
 
   // Acquire first two blocks to start
   if(hera_catcher_input_databuf_busywait_free(db, 0) != HASHPIPE_OK){
@@ -412,15 +484,6 @@ static void *run(hashpipe_thread_args_t * args){
         hashpipe_error(__FUNCTION__, "error waiting for free databuf");
         pthread_exit(NULL);
     }
-  }if(hera_catcher_input_databuf_busywait_free(db, 2) != HASHPIPE_OK){
-    if (errno == EINTR){
-      // Interrupted by signal, return -1
-      hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
-      pthread_exit(NULL);
-    }else{
-        hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-        pthread_exit(NULL);
-    }
   }
 
 
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 47b9618e..4d1973b3 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -257,7 +257,7 @@ typedef struct paper_output_databuf {
 
 #define N_BASELINES               (N_ANTS * (N_ANTS + 1)/2)
 #define N_COMPLEX_PER_BASELINE    (N_STOKES * N_CHAN_PER_X)
-#define N_BLTS_BDA                (8*387 + 4*1533 + 2*7168 + 21571 + 30768) // (((N_ANTS-2)*(N_ANTS-1)/2) + 2)
+//#define N_BLTS_BDA                (8*387 + 4*1533 + 2*7168 + 21571 + 30768) // (((N_ANTS-2)*(N_ANTS-1)/2) + 2)
 
 #define N_BDABUF_BLOCKS 2
 #define N_BDABUF_BINS   4
@@ -304,7 +304,7 @@ typedef struct hera_bda_databuf{
 #define OUTPUT_BYTES_PER_PACKET (4096)
 #define CATCHER_CHAN_SUM        1
 #define N_STOKES                4
-#define BASELINES_PER_BLOCK     4096
+#define BASELINES_PER_BLOCK     256 //8192
 
 #define CHAN_PER_CATCHER_PKT   (OUTPUT_BYTES_PER_PACKET/(N_STOKES * 8L))                    // 128
 #define PACKETS_PER_BASELINE   (N_CHAN_TOTAL/CHAN_PER_CATCHER_PKT)                          //  48

From 5cfb60ffe2de385deea5a32921c0d0eab3a73c20 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 10 Jul 2019 09:32:09 -0700
Subject: [PATCH 226/420] Generate fake Xeng vectors and test...

... scripts to check output of X-engs and generate fake
input to the catcher.
---
 src/scripts/check_catcher_capture.py  |  84 ---------------------
 src/scripts/hera_check_catcher_bda.py |  11 ++-
 src/scripts/hera_fake_bda_output.py   | 103 ++++++++++++++------------
 3 files changed, 64 insertions(+), 134 deletions(-)
 delete mode 100644 src/scripts/check_catcher_capture.py

diff --git a/src/scripts/check_catcher_capture.py b/src/scripts/check_catcher_capture.py
deleted file mode 100644
index 2a56c5b5..00000000
--- a/src/scripts/check_catcher_capture.py
+++ /dev/null
@@ -1,84 +0,0 @@
-# BDA
-# Check packet structure and contents in test mode
-
-import numpy as np
-import struct
-import socket
-import argparse 
-
-parser = argparse.ArgumentParser(description='Test packet format and contents for BDA',
-                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
-
-parser.add_argument('--host', type=str, default="127.0.0.1",
-                     help='Host to capture data')
-parser.add_argument('-p', dest='port', type=int, default=10000,
-                     help='Host port to receive data')
-parser.add_argument('-n', dest='n_inputs', type=int, default=704,
-                     help='Nant*Npol that xGPU has been configured')
-parser.add_argument('-v', dest='verbose', action='store_true', default=False,
-                     help='Print some contents of each packet')
-parser.add_argument('-c', dest='check', action='store_true', default=False,
-                     help='Check the packet contents')
-
-args = parser.parse_args()
-
-def tri_index(i,j):
-    return (i* (i+1))/2 + j
-
-def baseline_index(n):
-   """ Generate a baseline pair to index map given
-       number of inputs 'n' """
-   nant_2 = (n/2) // 2
-   triangle_size = ((nant_2 + 1) * nant_2)/2
-   middle_rect_offset = triangle_size
-   last_cell_offset = 4 * middle_rect_offset - nant_2 - 1
-   
-   idx_map = {}
-   
-   for a0 in range(0, n/2, 1):
-      for a1 in range(a0, n/2, 1):
-          delta = a1-a0
-          if (delta > nant_2):
-              cell_index = last_cell_offset - tri_index(nant_2-2-a0, (n/2)-1-a1)
-          elif (a1 < nant_2):
-              cell_index = tri_index(a1,a0)
-          else:
-              cell_index = middle_rect_offset + (a1-nant_2)*(nant_2+1) + (nant_2-delta) 
-          idx_map[cell_index] = (a0,a1)
-   return idx_map
-
-# mcnt, bcnt, offset, ant0, ant1, xeng_id, payload_len
-def decode_packet(packet):
-   p = struct.unpack('>1Q2I4H1024i', packet)
-   time, bcnt, offset, ant0, ant1, xeng_id, payload_len = p[0:7]
-   data = np.asarray(p[7:])
-   return time, bcnt, offset, ant0, ant1, xeng_id, payload_len, data
-
-
-idx_map = baseline_index(args.n_inputs)
-
-sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
-sock.bind((args.host, args.port))
-
-errors = 0
-packets = 0
-
-while True:
-    try:
-        pkt, addr = sock.recvfrom(4120) # buffer size is 1024 bytes
-        packets += 1
-        t,b,o,a0,a1,x,l,data = decode_packet(pkt)
-        if args.verbose:
-           print "{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//4096, b%4096, o, a0, a1, x), data[:8]
-        if args.check:
-           if not (np.all(data[::2] == 1)):
-              print "Error! Real", idx_map[b], o, data[::2]
-              errors += 1
-           if not (np.all(data[1::2] == -1)):
-              print "Error! Imag", idx_map[b], o, data[1::2]
-              errors += 1
-    except(KeyboardInterrupt):
-       print("")
-       print("Total number of packets captured: %d"%packets)
-       print("Total number of errors: %d"%errors)
-       break
diff --git a/src/scripts/hera_check_catcher_bda.py b/src/scripts/hera_check_catcher_bda.py
index 2232a330..eb433146 100644
--- a/src/scripts/hera_check_catcher_bda.py
+++ b/src/scripts/hera_check_catcher_bda.py
@@ -7,7 +7,7 @@
 import argparse 
 
 Nbins = 5               # number of diff integration bins
-Na = 352                # antennas
+Na = 192                # antennas
 N_bl_per_block = 16384  # baselines within each block
 
 parser = argparse.ArgumentParser(description='Test packet format and contents for BDA',
@@ -46,12 +46,13 @@ def decode_packet(packet):
 int_bin['data'][4] = (2**3)*np.ones(1024)
 int_bin['data'][4][1::2] = -2*(2**3)
 
-bdaconfig = np.loadtxt('../bda_config.txt', dtype=np.int)
+bdaconfig = np.loadtxt('../bda_config_192ants_nobda.txt', dtype=np.int)
 for i,t in enumerate(bdaconfig[:,2]):
+    if t==0: continue
     n = int(np.log(t)/np.log(2))
     int_bin['baselines'][n].append((bdaconfig[i,0], bdaconfig[i,1]))
-for a in range(Na):
-    int_bin['baselines'][0].append((a,a))
+#for a in range(Na):
+#    int_bin['baselines'][0].append((a,a))
 
 
 sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
@@ -68,6 +69,8 @@ def decode_packet(packet):
         if args.verbose:
            print "{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//16384, b%16384, o, a0, a1, x), data[:8]
         if args.check:
+           if (a0 > Na or a1 > Na): 
+              print "Error! Received wrong antenna!"
            n = [y for y,v in int_bin['baselines'].items() if (a0,a1) in v][0]
            if not (np.all(data == int_bin['data'][n])):
               print "Error!", int_bin['data'][n][:8], o, n, data[:8]
diff --git a/src/scripts/hera_fake_bda_output.py b/src/scripts/hera_fake_bda_output.py
index b57dca62..4cc0dcd4 100644
--- a/src/scripts/hera_fake_bda_output.py
+++ b/src/scripts/hera_fake_bda_output.py
@@ -3,42 +3,28 @@
 # of all the xengs in the chain.
 
 import numpy as np
+import argparse
 import struct
 import socket
 import time
-import threading
 
-catcher = "10.10.10.222"
+parser = argparse.ArgumentParser(description='Generate FAKE output to test catcher pipeline with baseline dependent averaging',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+parser.add_argument('config', type=str, help='BDA config file')
+parser.add_argument('--catcher', type=str, default= '10.10.10.5',
+                    help='IP address of the Catcher machine')
+args = parser.parse_args()
 
 Na = 352   # antennas
 Nx = 16    # xeng
 Nc = 384   # chan
 Nt = 2     # demux
 Ns = 4     # stokes
-Nbins = 5  # number of diff integration bins
-udp_ip = catcher #'10.80.40.251'
+Nbins = 4  # number of diff integration bins
+udp_ip = args.catcher #'10.80.40.251'
 udp_port = 10000
 inttimes = np.asarray([1,2,4,8,16])
 
-def send_xeng(xeng_id):
-    print 'Xeng: ', xeng_id
-    sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
-    #sock.bind(("10.10.10.5",10000+xeng_id))
-    bcnt = 0; mcnt = 0; ctr = 1;
-    while True:
-        for nb in np.nonzero(np.logical_not(ctr%inttimes))[0]:
-            for (a0,a1) in int_bin['baselines'][nb]:
-                b = mcnt+((xeng_id//Nx)*2)
-                pkt = struct.pack('>1Q2I4H', b, bcnt, 0, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
-                sock.sendto(pkt, (udp_ip, udp_port))
-                pkt = struct.pack('>1Q2I4H', b, bcnt, 1, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
-                sock.sendto(pkt, (udp_ip, udp_port))
-                pkt = struct.pack('>1Q2I4H', b, bcnt, 2, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
-                sock.sendto(pkt, (udp_ip, udp_port))
-            bcnt += 1
-        ctr  += 1
-
-
 int_bin = {}
 int_bin['baselines'] = {}
 int_bin['data']      = {}
@@ -52,12 +38,57 @@ def send_xeng(xeng_id):
 
 
 # Populate baseline pairs from config file
-bdaconfig = np.loadtxt('../bda_config.txt', dtype=np.int)
+bdaconfig = np.loadtxt(args.config, dtype=np.int)
 for i,t in enumerate(bdaconfig[:,2]):
+    if (t==0): continue
     n = int(np.log(t)/np.log(2))
+    if (n==4): n = 3
     int_bin['baselines'][n].append((bdaconfig[i,0], bdaconfig[i,1]))
-for a in range(Na):
-    int_bin['baselines'][0].append((a,a))
+
+for b in int_bin['baselines'].keys():
+    print b,len(int_bin['baselines'][b])
+
+bcnt = 0; mcnt = 0; ctr = 0;
+sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+while True:
+   ctr += 2
+   mcnt = int(500e6 * ctr / (2 * 8192))
+   for ns in np.logspace(1, Nbins, num=Nbins, base=2, dtype=np.int):
+       if (ctr%ns == 0):
+           nb = int(np.log2(ns)) - 1
+           print 'Sending: %d Baselines: %d Bcnt: %d' % (ns, len(int_bin['baselines'][nb]), bcnt)
+           for (a0,a1) in int_bin['baselines'][nb]:
+               for xeng_id in range(Nx*Nt):
+                   b = mcnt+((xeng_id//Nx)*2)
+                   pkt = struct.pack('>1Q2I4H', b, bcnt, 0, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
+                   sock.sendto(pkt, (udp_ip, udp_port))
+                   time.sleep(1e-3)
+                   pkt = struct.pack('>1Q2I4H', b, bcnt, 1, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
+                   sock.sendto(pkt, (udp_ip, udp_port))
+                   time.sleep(1e-3)
+                   pkt = struct.pack('>1Q2I4H', b, bcnt, 2, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
+                   sock.sendto(pkt, (udp_ip, udp_port))
+                   time.sleep(1e-3)
+               bcnt += 1
+
+#def send_xeng(xeng_id):
+#    print 'Xeng: ', xeng_id
+#    sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+#    #sock.bind(("10.10.10.5",10000+xeng_id))
+#    bcnt = 0; mcnt = 0; ctr = 1;
+#    while True:
+#        for nb in np.nonzero(np.logical_not(ctr%inttimes))[0]:
+#            for (a0,a1) in int_bin['baselines'][nb]:
+#                b = mcnt+((xeng_id//Nx)*2)
+#                pkt = struct.pack('>1Q2I4H', b, bcnt, 0, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
+#                sock.sendto(pkt, (udp_ip, udp_port))
+#                pkt = struct.pack('>1Q2I4H', b, bcnt, 1, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
+#                sock.sendto(pkt, (udp_ip, udp_port))
+#                pkt = struct.pack('>1Q2I4H', b, bcnt, 2, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
+#                sock.sendto(pkt, (udp_ip, udp_port))
+#            bcnt += 1
+#        ctr  += 1
+#
 
 #threads = []
 #for xeng_id in range(16): 
@@ -68,23 +99,3 @@ def send_xeng(xeng_id):
 #xeng_id = 0
 #send_xeng(xeng_id)
 
-bcnt = 0; mcnt = 0; ctr = 0;
-sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
-while True:
-    ctr += 2
-    mcnt = ctr 
-    for ns in np.logspace(0, Nbins-1, num=Nbins, base=2, dtype=np.int):
-        if (ctr%ns == 0):
-            print 'Sending: %d'%ns
-            nb = int(np.log2(ns))
-            for (a0,a1) in int_bin['baselines'][nb]:
-                for xeng_id in range(Nx*Nt):
-                    b = mcnt+((xeng_id//Nx)*2)
-                    pkt = struct.pack('>1Q2I4H', b, bcnt, 0, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
-                    sock.sendto(pkt, (udp_ip, udp_port))
-                    pkt = struct.pack('>1Q2I4H', b, bcnt, 1, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
-                    sock.sendto(pkt, (udp_ip, udp_port))
-                    pkt = struct.pack('>1Q2I4H', b, bcnt, 2, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
-                    sock.sendto(pkt, (udp_ip, udp_port))
-                bcnt += 1
-

From 2c4e49edf0d5af9df7544acdc99caca997d90a54 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 10 Jul 2019 09:38:49 -0700
Subject: [PATCH 227/420] test configuration scripts

---
 src/bdaconfig/test_bda_16ants_nobda.txt  | 73920 +++++++++++++++++++++
 src/bdaconfig/test_bda_192ants_nobda.txt | 73920 +++++++++++++++++++++
 src/bdaconfig/test_bda_352ants.txt       | 73920 +++++++++++++++++++++
 3 files changed, 221760 insertions(+)
 create mode 100644 src/bdaconfig/test_bda_16ants_nobda.txt
 create mode 100644 src/bdaconfig/test_bda_192ants_nobda.txt
 create mode 100644 src/bdaconfig/test_bda_352ants.txt

diff --git a/src/bdaconfig/test_bda_16ants_nobda.txt b/src/bdaconfig/test_bda_16ants_nobda.txt
new file mode 100644
index 00000000..a4a94a26
--- /dev/null
+++ b/src/bdaconfig/test_bda_16ants_nobda.txt
@@ -0,0 +1,73920 @@
+0 0 1
+1 1 1
+2 2 1
+3 3 1
+4 4 1
+5 5 1
+6 6 1
+7 7 1
+8 8 1
+9 9 1
+10 10 1
+11 11 1
+12 12 1
+13 13 1
+14 14 1
+15 15 1
+16 16 0
+17 17 0
+18 18 0
+19 19 0
+20 20 0
+21 21 0
+22 22 0
+23 23 0
+24 24 0
+25 25 0
+26 26 0
+27 27 0
+28 28 0
+29 29 0
+30 30 0
+31 31 0
+32 32 0
+33 33 0
+34 34 0
+35 35 0
+36 36 0
+37 37 0
+38 38 0
+39 39 0
+40 40 0
+41 41 0
+42 42 0
+43 43 0
+44 44 0
+45 45 0
+46 46 0
+47 47 0
+48 48 0
+49 49 0
+50 50 0
+51 51 0
+52 52 0
+53 53 0
+54 54 0
+55 55 0
+56 56 0
+57 57 0
+58 58 0
+59 59 0
+60 60 0
+61 61 0
+62 62 0
+63 63 0
+64 64 0
+65 65 0
+66 66 0
+67 67 0
+68 68 0
+69 69 0
+70 70 0
+71 71 0
+72 72 0
+73 73 0
+74 74 0
+75 75 0
+76 76 0
+77 77 0
+78 78 0
+79 79 0
+80 80 0
+81 81 0
+82 82 0
+83 83 0
+84 84 0
+85 85 0
+86 86 0
+87 87 0
+88 88 0
+89 89 0
+90 90 0
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diff --git a/src/bdaconfig/test_bda_192ants_nobda.txt b/src/bdaconfig/test_bda_192ants_nobda.txt
new file mode 100644
index 00000000..d2ee68cd
--- /dev/null
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diff --git a/src/bdaconfig/test_bda_352ants.txt b/src/bdaconfig/test_bda_352ants.txt
new file mode 100644
index 00000000..9c2b9a7d
--- /dev/null
+++ b/src/bdaconfig/test_bda_352ants.txt
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From 58f7de1816258a19bf405b2a37ffbccca487e369 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 10 Jul 2019 09:39:37 -0700
Subject: [PATCH 228/420] read contents of cathcer uvh5 files and check test
 vector content

---
 src/scripts/hera_catcher_test_read_uvh5.py | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100644 src/scripts/hera_catcher_test_read_uvh5.py

diff --git a/src/scripts/hera_catcher_test_read_uvh5.py b/src/scripts/hera_catcher_test_read_uvh5.py
new file mode 100644
index 00000000..9c4c7600
--- /dev/null
+++ b/src/scripts/hera_catcher_test_read_uvh5.py
@@ -0,0 +1,14 @@
+import numpy as np
+import matplotlib.pyplot as plt
+import h5py
+import argparse
+
+parser = argparse.ArgumentParser(description='Read uvh5 files written out by the BDA catcher hashpipe pipeline and plot data',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+parser.add_argument('fname', type=str, help='uvh5 file to read')
+args = parser.parse_args()
+
+fp = h5py.File(args.fname,'r')
+data = fp['Data']['visdata'].value
+
+

From 7be72c59ada7b4ed6b6a617b81b2a33a6aead53b Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 10 Jul 2019 09:40:56 -0700
Subject: [PATCH 229/420] update redis to trigger data taking etc in test mode

---
 src/scripts/hera_catcher_test_redis_values.py | 40 +++++++++++++++++++
 1 file changed, 40 insertions(+)
 create mode 100644 src/scripts/hera_catcher_test_redis_values.py

diff --git a/src/scripts/hera_catcher_test_redis_values.py b/src/scripts/hera_catcher_test_redis_values.py
new file mode 100644
index 00000000..b9f6d6bb
--- /dev/null
+++ b/src/scripts/hera_catcher_test_redis_values.py
@@ -0,0 +1,40 @@
+import numpy as np
+import redis
+import time
+
+r = redis.Redis("redishost")
+
+hdf5template = '/home/deepthi/paper_gpu/src/hdf5header_template.txt'
+configfile = '/home/deepthi/paper_gpu/src/scripts/bda_config_16ants_nobda.txt'
+synctime = time.time()
+inttime  = 64*2048
+nfiles = 2
+trigger = 1
+
+pubchan = 'hashpipe://px1/0/set'
+
+r.publish(pubchan, 'HDF5TPLT=%s' % hdf5template)
+r.publish(pubchan, 'SYNCTIME=%d' % int(synctime))
+r.publish(pubchan, 'INTTIME=%d' % inttime)
+r.publish(pubchan, 'NFILES=%d' % nfiles)
+r.publish(pubchan, 'DISKMING=9999');
+r.publish(pubchan, 'BDACONFIG=%s' % configfile.split('/')[-1])
+
+r.hset('hashpipe_bda','config', configfile)
+
+baselines = {}
+for n in range(4):
+    baselines[n] = []
+
+bdaconfig = np.loadtxt(configfile, dtype=np.int)
+for i,t in enumerate(bdaconfig[:,2]):
+    if (t==0): continue
+    n = int(np.log(t)/np.log(2))
+    if (n==4): n = 3
+    baselines[n].append((bdaconfig[i,0], bdaconfig[i,1]))
+
+for i in range(4):
+    r.publish(pubchan, 'NBL%dSEC=%d'  % (2**(i+1), len(baselines[i])))
+
+time.sleep(0.1)
+r.publish(pubchan, 'TRIGGER=%d' % trigger)

From 02d44425433900c93afc786ad9b4c0f8496b7ace Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Wed, 10 Jul 2019 09:44:23 -0700
Subject: [PATCH 230/420] Free databufs ...

... thread to terminate a hashpipeline for testing. Takes the
last databuf available and sets it free for the pipeline to
continue.
---
 src/hera_null_thread.c | 84 ++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 84 insertions(+)
 create mode 100644 src/hera_null_thread.c

diff --git a/src/hera_null_thread.c b/src/hera_null_thread.c
new file mode 100644
index 00000000..cc74af41
--- /dev/null
+++ b/src/hera_null_thread.c
@@ -0,0 +1,84 @@
+/* Take the input databuf that becomes 
+ * available and set it to free. This 
+ * thread serves as the end thread for 
+ * checking a pipeline until that point.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <math.h>
+#include <unistd.h>
+#include <string.h>
+#include <pthread.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+
+static void *run(hashpipe_thread_args_t * args){
+   // Local aliases to shorten access to args fields
+   // Our input buffer is a hera_catcher_input_databuf
+   hera_catcher_input_databuf_t *db_in = (hera_catcher_input_databuf_t *)args->ibuf;
+   hashpipe_status_t st = args->st;
+   const char * status_key = args->thread_desc->skey;
+
+   int block_idx = 0;
+   uint32_t bcnt;
+   int rv;
+
+   while(run_threads()){
+      hashpipe_status_lock_safe(&st);
+      hputi4(st.buf, "NULLBLKIN", block_idx);
+      hputs(st.buf, status_key, "waiting");
+      hputi8(st.buf, "NULLBCNT", bcnt);
+      hashpipe_status_unlock_safe(&st);
+
+      /* Wait for new block to become available */
+      while ((rv=hera_catcher_input_databuf_busywait_filled(db_in, block_idx)) != HASHPIPE_OK) {
+          if (rv==HASHPIPE_TIMEOUT) {
+              hashpipe_status_lock_safe(&st);
+              hputs(st.buf, status_key, "blocked_in");
+              hashpipe_status_unlock_safe(&st);
+              continue;
+          } else {
+              hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
+              pthread_exit(NULL);
+              break;
+          }
+      }
+
+      bcnt = db_in->block[block_idx].header.bcnt[0];
+
+      hashpipe_status_lock_safe(&st);
+      hputi8(st.buf, "NULLBCNT", bcnt);
+      hashpipe_status_unlock_safe(&st);
+
+      // Mark input block as free and advance
+      if(hera_catcher_input_databuf_set_free(db_in, block_idx) != HASHPIPE_OK) {
+          hashpipe_error(__FUNCTION__, "error marking databuf %d free", block_idx);
+          pthread_exit(NULL);
+      }
+      block_idx = (block_idx + 1) % CATCHER_N_BLOCKS;
+      sleep(1);
+
+      /* Check for cancel */
+      pthread_testcancel();       
+   } 
+   return NULL;
+}
+
+hashpipe_thread_desc_t hera_null_thread = {
+   name: "hera_null_thread",
+   skey: "NULLSTAT",
+   init: NULL,
+   run: run,
+   ibuf_desc: {hera_catcher_input_databuf_create},
+   obuf_desc: {NULL}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&hera_null_thread);
+}

From 0037cef638dc8b88de7f080d110cb332297b00a5 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 11 Jul 2019 04:54:58 +0000
Subject: [PATCH 231/420] change redis database to hera-sn1, added data stat
 init vars

---
 src/scripts/hera_catcher_test_redis_values.py | 17 +++++++++++++----
 1 file changed, 13 insertions(+), 4 deletions(-)

diff --git a/src/scripts/hera_catcher_test_redis_values.py b/src/scripts/hera_catcher_test_redis_values.py
index b9f6d6bb..087dddfa 100644
--- a/src/scripts/hera_catcher_test_redis_values.py
+++ b/src/scripts/hera_catcher_test_redis_values.py
@@ -4,21 +4,21 @@
 
 r = redis.Redis("redishost")
 
-hdf5template = '/home/deepthi/paper_gpu/src/hdf5header_template.txt'
-configfile = '/home/deepthi/paper_gpu/src/scripts/bda_config_16ants_nobda.txt'
+hdf5template = '/tmp/template.h5'
+configfile = '/tmp/config.txt'
 synctime = time.time()
 inttime  = 64*2048
 nfiles = 2
 trigger = 1
 
-pubchan = 'hashpipe://px1/0/set'
+pubchan = 'hashpipe://hera-sn1.corr.hera.pvt/0/set'
 
 r.publish(pubchan, 'HDF5TPLT=%s' % hdf5template)
 r.publish(pubchan, 'SYNCTIME=%d' % int(synctime))
 r.publish(pubchan, 'INTTIME=%d' % inttime)
 r.publish(pubchan, 'NFILES=%d' % nfiles)
 r.publish(pubchan, 'DISKMING=9999');
-r.publish(pubchan, 'BDACONFIG=%s' % configfile.split('/')[-1])
+r.publish(pubchan, 'BDACONF=%s' % configfile)
 
 r.hset('hashpipe_bda','config', configfile)
 
@@ -38,3 +38,12 @@
 
 time.sleep(0.1)
 r.publish(pubchan, 'TRIGGER=%d' % trigger)
+
+for v in ['NETWAT', 'NETREC', 'NETPRC']:
+    r.publish(pubchan, '%sMN=99999' % (v))
+    r.publish(pubchan, '%sMX=0' % (v))
+
+r.publish(pubchan, 'NETDRPTL=0')
+
+# Release nethread hold
+r.publish(pubchan, 'CNETHOLD=0')

From 332a65ae2dd005b3bcc380f5acfc74b4c77570e2 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 11 Jul 2019 04:56:01 +0000
Subject: [PATCH 232/420] corrected flag convention

---
 src/hera_catcher_net_thread_bda_v2.c | 30 ++++++++++++++++------------
 1 file changed, 17 insertions(+), 13 deletions(-)

diff --git a/src/hera_catcher_net_thread_bda_v2.c b/src/hera_catcher_net_thread_bda_v2.c
index 848b7d35..97f5cc1e 100644
--- a/src/hera_catcher_net_thread_bda_v2.c
+++ b/src/hera_catcher_net_thread_bda_v2.c
@@ -103,7 +103,7 @@ static inline void get_header(unsigned char *p_frame, packet_header_t *pkt_heade
 /* Set hashpipe block to filled */
 // This sets the "current" block to be marked as filled.
 // Returns bcnt of the block being marked filled.
-static uint64_t set_block_filled(hera_catcher_input_databuf_t *db, block_info_t *binfo){
+static uint32_t set_block_filled(hera_catcher_input_databuf_t *db, block_info_t *binfo){
   static int last_filled = -1; 
 
   uint64_t block_missed_pkt_cnt;
@@ -190,7 +190,14 @@ static inline void initialize_block_info(block_info_t * binfo){
 // Any return value other than -1 will be stored in the status memory as
 // NETMCNT, so it is important that values other than -1 are returned rarely
 // (i.e. when marking a block as filled)!!!
-static inline uint64_t process_packet(
+
+//static inline uint32_t process_packet(
+//  hera_catcher_input_databuf_t *db, unsigned char *p_frame){
+//  uint32_t netbcnt = 32;
+//  return netbcnt;
+//}
+
+static inline uint32_t process_packet(
   hera_catcher_input_databuf_t *db, unsigned char *p_frame){
 
   static block_info_t binfo;
@@ -245,15 +252,13 @@ static inline uint64_t process_packet(
     if ((pkt_bcnt_dist >= 2*BASELINES_PER_BLOCK) || (binfo.block_packet_counter[binfo.block_i] == PACKETS_PER_BLOCK)){
        
        netbcnt = set_block_filled(db, &binfo);
-
-       // Print
        fprintf(stderr,"Filled Block: %d with bcnt: %d\n", binfo.block_i, netbcnt);
 
        // Update binfo
        cur_bcnt += BASELINES_PER_BLOCK;
        binfo.bcnt_start += BASELINES_PER_BLOCK;
        binfo.block_packet_counter[binfo.block_i] = 0;
-       memset(binfo.flags[binfo.block_i],     0, PACKETS_PER_BLOCK*sizeof(char));
+       memset(binfo.flags[binfo.block_i],     1, PACKETS_PER_BLOCK*sizeof(char));
        memset(binfo.baselines[binfo.block_i], 0, BASELINES_PER_BLOCK*sizeof(char));
 
        binfo.block_i = (binfo.block_i+1) % CATCHER_N_BLOCKS; 
@@ -306,20 +311,18 @@ static inline uint64_t process_packet(
       binfo.baselines[pkt_block_i][b] = 1;
     }
     // Update binfo
-    binfo.flags[pkt_block_i][pkt_offset] = 1;
+    binfo.flags[pkt_block_i][pkt_offset] = 0;
     binfo.block_packet_counter[pkt_block_i]++;
 
     // Check for duplicate packets
     if(binfo.flags[pkt_block_i][pkt_offset]){
       // This slot is already filled
-      //fprintf(stderr, "Packet repeated!!\n");
+      fprintf(stderr, "Packet repeated!!\n");
       binfo.out_of_seq_cnt++;
       return -1;
     }
-
-  return netbcnt;
+    return netbcnt;
   }
-
   // Else, if the packet is late, but not too late (so we can handle catcher being
   // restarted and bcnt rollover), then ignore it
   else if(pkt_bcnt_dist < 0  && pkt_bcnt_dist > -LATE_PKT_BCNT_THRESHOLD) {
@@ -441,7 +444,7 @@ static void *run(hashpipe_thread_args_t * args){
   st_p = &st;	// allow global (this source file) access to the status buffer
 
   // Flag that holds off the net thread
-  int holdoff = 0;
+  int holdoff = 1;
 
   // Force ourself into the hold off state
   //fprintf(stderr, "Setting CNETHOLD state to 1.Waiting for someone to set it to 0\n");
@@ -558,7 +561,7 @@ static void *run(hashpipe_thread_args_t * args){
     if (expected_packet_size != packet_size) {
       // Log warning and ignore wrongly sized packet
       #ifdef DEBUG_NET
-        hashpipe_warn("hera_pktsock_thread", "Invalid pkt size (%d)", packet_size);
+        hashpipe_warn(__FUNCTION__, "Invalid pkt size (%d)", packet_size);
       #endif
       hashpipe_pktsock_release_frame(p_frame);
       continue;
@@ -567,7 +570,8 @@ static void *run(hashpipe_thread_args_t * args){
     packet_count++;
     
     // Copy packet into any blocks where it belongs.
-    const uint64_t bcnt = process_packet((hera_catcher_input_databuf_t *)db, p_frame);
+    uint32_t bcnt = process_packet((hera_catcher_input_databuf_t *)db, p_frame);
+
     // Release frame back to kernel
     hashpipe_pktsock_release_frame(p_frame);
 

From c90e0525ceaf3d64129bba2f2ba7a77d6e9eac3e Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 11 Jul 2019 04:57:25 +0000
Subject: [PATCH 233/420] Write entire block...

... writing a single bcnt is too slow. Writing the entire
net thread block in one go unless a file boundary is encountered.
---
 src/hera_catcher_disk_thread_v2.c | 413 +++++++++++++++++-------------
 1 file changed, 233 insertions(+), 180 deletions(-)

diff --git a/src/hera_catcher_disk_thread_v2.c b/src/hera_catcher_disk_thread_v2.c
index d6f1c3a9..a2c2b7b5 100644
--- a/src/hera_catcher_disk_thread_v2.c
+++ b/src/hera_catcher_disk_thread_v2.c
@@ -47,7 +47,7 @@
 static hid_t complex_id;
 static hid_t boolenumtype;
 //static hid_t boolean_id;
-static uint64_t total_baselines;
+static uint64_t bcnts_per_file;
 
 typedef enum {
     FALSE,
@@ -134,7 +134,7 @@ static hid_t open_hdf5_from_template(char * sourcename, char * destname)
 # define FILTER_H5_BITSHUFFLE 32008
 static void init_data_dataset(hdf5_id_t *id){
 
-   hsize_t data_dims[N_DATA_DIMS] = {total_baselines, 1, N_CHAN_PROCESSED, N_STOKES};
+   hsize_t data_dims[N_DATA_DIMS] = {bcnts_per_file, 1, N_CHAN_PROCESSED, N_STOKES};
    hsize_t chunk_dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
 
    hid_t file_space = H5Screate_simple(N_DATA_DIMS, data_dims, NULL);
@@ -207,7 +207,7 @@ static void init_data_dataset(hdf5_id_t *id){
 #define DIM1 1
 #define DIM2 2
 static void init_headers_dataset(hdf5_id_t *id) {
-   hsize_t dims1[DIM1] = {total_baselines};
+   hsize_t dims1[DIM1] = {bcnts_per_file};
    hsize_t chunk_dims1[DIM1] = {1};
 
    hid_t file_space = H5Screate_simple(DIM1, dims1, NULL);
@@ -251,7 +251,7 @@ static void init_headers_dataset(hdf5_id_t *id) {
 
    // TODO: uvw array can be static for a file. See if you can encode this in python.
    ///* And now uvw_array, which has shape Nblts x 3 */
-   //hsize_t dims2[DIM2]   = {total_baselines, 3};
+   //hsize_t dims2[DIM2]   = {bcnts_per_file, 3};
    //hsize_t chunk_dims2[DIM2] = {1, 3};
 
    //file_space = H5Screate_simple(DIM2, dims2, NULL);
@@ -444,42 +444,6 @@ static void get_auto_indices(bl_t *bl_order, int32_t *auto_indices, uint32_t n_b
     }
 }
 
-///* Given an array of baseline pairs, figure out the indices of the autocorrs */
-//static void get_auto_indices(bl_bda_t *bl_bda_order, int32_t *auto_indices, uint32_t n_blts) {
-//    int32_t i = 0;
-//    for (i=0; i<N_ANTS; i++) {
-//        auto_indices[i] = -1;
-//    }
-//    for (i=0; i<n_blts; i+=1) {
-//        if ((bl_bda_order[i].ant0 == bl_bda_order[i].ant1) && (bl_bda_order.tsamp==0)) {
-//            if (bl_bda_order[i].ant0 < N_ANTS) {
-//                auto_indices[bl_bda_order[i].ant0] = i;
-//            }
-//        }
-//    }
-//}
-
-///* Read the baseline-time order for baseline dependent averaged data from an HDF5 file via the Header/corr_bl_bda_order dataset */
-//static void get_bl_bda_order(hdf5_id_t *id, bl_bda_t *bl_bda_order){
-//    hid_t dataset_id;
-//    herr_t status;
-//    dataset_id = H5Dopen(id->header_gid, "corr_bl_bda_order", H5P_DEFAULT);
-//    if (dataset_id < 0) {
-//        hashpipe_error(__FUNCTION__, "Failed to open Header/corr_bl_order dataset");
-//        pthread_exit(NULL);
-//    }
-//    status = H5Dread(dataset_id, H5T_STD_I32LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, bl_bda_order);
-//    if (status < 0) {
-//        hashpipe_error(__FUNCTION__, "Failed to read Header/corr_bl_order dataset");
-//        pthread_exit(NULL);
-//    }
-//    status = H5Dclose(dataset_id);
-//    if (status < 0) {
-//        hashpipe_error(__FUNCTION__, "Failed to close Header/corr_bl_order dataset");
-//        pthread_exit(NULL);
-//    }
-//}
-
 /* Read the baseline order from an HDF5 file via the Header/corr_bl_order dataset */
 static void get_bl_order(hdf5_id_t *id, bl_t *bl_order) {
     hid_t dataset_id;
@@ -533,11 +497,11 @@ static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
 /* 
  * Write a bcnt to the dataset, at the right offset
  */
-static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hid_t mem_space, uint64_t *visdata_buf)
+static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hsize_t nblts, hid_t mem_space, uint64_t *visdata_buf)
 {
     herr_t status;
     hsize_t start[N_DATA_DIMS] = {bcnt, 0, 0, 0};
-    hsize_t count[N_DATA_DIMS] = {1 , 1, N_CHAN_PROCESSED, N_STOKES};
+    hsize_t count[N_DATA_DIMS] = {nblts, 1, N_CHAN_PROCESSED, N_STOKES};
     status = H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
     if (status < 0){
         hashpipe_error(__FUNCTION__, "Failed to select hyperslab for copying data");
@@ -581,9 +545,10 @@ static void write_header(hdf5_id_t *id, double *integration_time_buf, double *ti
 }
 
 // Get the even-sample / first-pol / first-complexity of the correlation buffer for chan `c` baseline `b`
-static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, uint32_t bcnt) {
+static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff) {
 
-    int chan;    
+    // 256 bits = 4 stokes * 2 real/imag * 32 bits == 1 channel
+    int chan, bcnt;    
 
     __m256i val_even = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
     __m256i val_odd  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
@@ -592,23 +557,17 @@ static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, u
     __m256i *out_sum256  = (__m256i *)out_sum;
     __m256i *out_diff256 = (__m256i *)out_diff;
 
-    fprintf(stderr,"Even: %d\t Odd: %d\t",hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 0),
-                                            hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 1));
-
-    in_even256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 0));
-    in_odd256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 1));
+    for(bcnt=0; bcnt < BASELINES_PER_BLOCK; bcnt++){
+       in_even256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 0));
+       in_odd256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 1));
 
-    //fprintf(stderr, "Even Val: %lld \t Odd Val: %lld \n", *in_even256, *in_odd256); 
-
-    // 256 bits = 4 stokes * 2 real/imag * 32 bits == 1 channel
-
-    for(chan=0; chan< N_CHAN_PROCESSED; chan++){
-       val_even = _mm256_load_si256(in_even256 + chan);
-       val_odd  = _mm256_load_si256(in_odd256 + chan);
-       _mm256_store_si256((out_sum256  + chan), _mm256_add_epi32(val_even, val_odd));
-       _mm256_store_si256((out_diff256 + chan), _mm256_sub_epi32(val_even, val_odd));
+       for(chan=0; chan< N_CHAN_PROCESSED; chan++){
+          val_even = _mm256_load_si256(in_even256 + chan);
+          val_odd  = _mm256_load_si256(in_odd256 + chan);
+          _mm256_store_si256((out_sum256  + chan), _mm256_add_epi32(val_even, val_odd));
+          _mm256_store_si256((out_diff256 + chan), _mm256_sub_epi32(val_even, val_odd));
+       }
     }
-
 return;
 }
 
@@ -644,12 +603,21 @@ static void *run(hashpipe_thread_args_t * args)
     const char * status_key = args->thread_desc->skey;
 
     // Timers for performance monitoring
+    struct timespec t_stop, w_start, w_stop;
     float gbps, min_gbps;
 
     struct timespec start, finish;
-    struct timespec file_start, file_finish;
-    struct timespec w_start, w_stop; 
-    uint64_t w_ns; // write
+    clock_gettime(CLOCK_MONOTONIC, &finish);
+    uint64_t t_ns;
+    uint64_t w_ns;
+    uint64_t min_t_ns = 999999999;
+    uint64_t min_w_ns = 999999999;
+    uint64_t max_t_ns = 0;
+    uint64_t max_w_ns = 0;
+    uint64_t elapsed_t_ns = 0;
+    uint64_t elapsed_w_ns = 0;
+    float bl_t_ns = 0.0;
+    float bl_w_ns = 0.0;
      
     // Buffers for file name strings
     char template_fname[128];
@@ -671,7 +639,7 @@ static void *run(hashpipe_thread_args_t * args)
     // Variables for antenna positions and baseline orders. These should be provided
     // via the HDF5 header template.
     bl_t bl_order[VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES];
-    //bl_bda_t bl_bda_order[total_baselines];
+    //bl_bda_t bl_bda_order[bcnts_per_file];
     int32_t auto_indices[N_ANTS];
     enu_t ant_pos[N_ANTS];
 
@@ -713,11 +681,11 @@ static void *run(hashpipe_thread_args_t * args)
     hgetu8(st.buf,"NBL16SEC",&baseline_dist[3]);
     hashpipe_status_unlock_safe(&st);
 
-    total_baselines = 8*baseline_dist[0] + 4*baseline_dist[1] + 2*baseline_dist[2] + baseline_dist[3];
+    bcnts_per_file = 8*baseline_dist[0] + 4*baseline_dist[1] + 2*baseline_dist[2] + baseline_dist[3];
     fprintf(stdout,"Baseline Distribution per file:\n");
     fprintf(stdout,"8 x %ld\t 4 x %ld\t 2 x %ld\t 1 x %ld\n",
             baseline_dist[0],baseline_dist[1],baseline_dist[2],baseline_dist[3]);
-    fprintf(stdout,"Total Baselines: %ld", total_baselines);
+    fprintf(stdout,"Total Baselines: %ld\n", bcnts_per_file);
 
     /* Loop(s) */
     int32_t *db_in32;
@@ -725,43 +693,44 @@ static void *run(hashpipe_thread_args_t * args)
     uint32_t samp;
     int curblock_in=0;
     double file_start_t, file_stop_t, file_duration; // time from bcnt
-    double file_time; // time from local machine
     int64_t file_obs_id, file_nblts=0, file_nts=0;
-    int32_t bcnt;
     int32_t curr_file_bcnt = -1;
-    uint32_t bctr;        // bcnt variable
+    uint32_t strt_bcnt, stop_bcnt, break_bcnt;        // bcnt variable
+    int b;
+    unsigned int nbls, block_loc;
 
     hdf5_id_t sum_file, diff_file;
     
     // aligned_alloc because we're going to use 256-bit AVX instructions
-    int32_t *bl_buf_sum  = (int32_t *)aligned_alloc(32, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
-    int32_t *bl_buf_diff = (int32_t *)aligned_alloc(32, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+    int32_t *bl_buf_sum  = (int32_t *)aligned_alloc(32, BASELINES_PER_BLOCK * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+    int32_t *bl_buf_diff = (int32_t *)aligned_alloc(32, BASELINES_PER_BLOCK * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
 
     memset(bl_buf_sum, 0, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
 
-    double *integration_time_buf = (double *)malloc(total_baselines * sizeof(double));
-    double *time_array_buf       = (double *)malloc(total_baselines * sizeof(double));
-    int *ant_0_array             = (int *)malloc(total_baselines * sizeof(int));
-    int *ant_1_array             = (int *)malloc(total_baselines * sizeof(int));
-    //double *uvw_array_buf        = (double *)malloc(total_baselines * 3 * sizeof(double));
+    double *integration_time_buf = (double *)malloc(bcnts_per_file * sizeof(double));
+    double *time_array_buf       = (double *)malloc(bcnts_per_file * sizeof(double));
+    int *ant_0_array             = (int *)malloc(bcnts_per_file * sizeof(int));
+    int *ant_1_array             = (int *)malloc(bcnts_per_file * sizeof(int));
+    //double *uvw_array_buf        = (double *)malloc(bcnts_per_file * 3 * sizeof(double));
 
     // Allocate an array of bools for flags and n_samples
-    hbool_t *flags = (hbool_t *)calloc(1, total_baselines * sizeof(hbool_t));
-    //uint64_t *nsamples = (uint64_t *)malloc(total_baselines * sizeof(uint64_t));
+    hbool_t *flags = (hbool_t *)calloc(1, bcnts_per_file * sizeof(hbool_t));
+    //uint64_t *nsamples = (uint64_t *)malloc(bcnts_per_file * sizeof(uint64_t));
+
+    // Define memory space of a block
+    hsize_t dims[DIM1] = {N_CHAN_PROCESSED * N_STOKES * BASELINES_PER_BLOCK};
+    hid_t mem_space_block = H5Screate_simple(DIM1, dims, NULL);
 
     // Define the memory space used by these buffers for HDF5 access
     // We write 1[baseline] x 1[spw] x N_CHAN_PROCESSED x N_STOKES at a time
     //hsize_t dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
     //hid_t mem_space_data = H5Screate_simple(N_DATA_DIMS, dims, NULL);
 
-    hsize_t dims[DIM1] = {N_CHAN_PROCESSED * N_STOKES};
-    hid_t mem_space_data = H5Screate_simple(DIM1, dims, NULL);
-
     // Memory spaces to Nblts-element header vectors
     //hsize_t dims1[DIM1] = {N_CHAN_PROCESSED*NSTOKES};
     //hid_t mem_space_nblts = H5Screate_simple(DIM1, dims1, NULL);
     // Memory spaces to (Nblts x 3)-element header vectors
-    //hsize_t dims2[DIM2] = {total_baselines, 3};
+    //hsize_t dims2[DIM2] = {bcnts_per_file, 3};
     //hid_t mem_space_uvw = H5Screate_simple(DIM2, dims2, NULL);
 
     while (run_threads()) {
@@ -792,6 +761,10 @@ static void *run(hashpipe_thread_args_t * args)
             }
         }
 
+        // reset elapsed time counters
+        elapsed_w_ns = 0.0;
+        elapsed_t_ns = 0.0;
+
         // Get template filename from redis
         hashpipe_status_lock_safe(&st);
         hgets(st.buf, "HDF5TPLT", 128, template_fname);
@@ -861,125 +834,205 @@ static void *run(hashpipe_thread_args_t * args)
         hashpipe_status_unlock_safe(&st);
 
         // Start writing files!
-        // A file is defined as total_baselines number of bcnts. If a bcnt belonging
+        // A file is defined as bcnts_per_file number of bcnts. If a bcnt belonging
         // to a new intergation arrives, close the old file and start a new file.
 
         clock_gettime(CLOCK_MONOTONIC, &start);
         db_in32 = (int32_t *)db_in->block[curblock_in].data;
+             
+        // Compute the sum and diff of entire buffer 
+        compute_sum_diff(db_in32, bl_buf_sum, bl_buf_diff);
+        clock_gettime(CLOCK_MONOTONIC, &t_stop);
+
+        t_ns = ELAPSED_NS(start, t_stop);
+        elapsed_t_ns += t_ns;
+        min_t_ns = MIN(t_ns, min_t_ns);
+        max_t_ns = MAX(t_ns, max_t_ns);
+ 
+        strt_bcnt = db_in->block[curblock_in].header.bcnt[0];
+        stop_bcnt = db_in->block[curblock_in].header.bcnt[BASELINES_PER_BLOCK-1]; 
 
-        // reset elapsed time counters
-        w_ns = 0.0;
-
-        for(bctr = 0; bctr < BASELINES_PER_BLOCK; bctr++){
-
-           // Check if bcnt marks the beginning of a new file
-           bcnt = db_in->block[curblock_in].header.bcnt[bctr];  
-           if (bcnt % total_baselines == 0){
-
-              fprintf(stderr,"Processing bcnt: %d\n", bcnt);
-
-              // If a file is open, finish its meta-data and close it.
-              if (curr_file_bcnt >= 0){
-
-                gps_time = mcnt2time(bcnt, sync_time);
-                file_stop_t = gps_time;
-                file_duration = file_stop_t - file_start_t;
-
-                fprintf(stdout, "Closing datasets and files\n");
-                write_header(&sum_file,  integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
-                write_header(&diff_file, integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
-                close_filespaces(&sum_file);
-                close_filespaces(&diff_file);
-                close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
-                close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
-                file_cnt += 1;
-
-                clock_gettime(CLOCK_MONOTONIC, &file_finish);
-                file_time = ELAPSED_NS(file_start, file_finish)/ 1000000000;
+        fprintf(stderr, "Start bcnt: %d\t Stop bcnt: %d\n", strt_bcnt, stop_bcnt);
 
-                hashpipe_status_lock_safe(&st);
-                hputu8(st.buf, "FILESEC", file_time);
-                hashpipe_status_unlock_safe(&st); 
-
-                fprintf(stderr,"Closing file %s\n", hdf5_fname);
-
-                // If this is the last file, mark this block done and get out of the loop
-                if (file_cnt >= nfiles) {
-                    fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);
-                    if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
-                        hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
-                        pthread_exit(NULL);
-                    }
-                    curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
-                    curr_file_bcnt = -1; //So the next trigger will start a new file
-                    break;
-                }
-              }
+        if (((strt_bcnt / bcnts_per_file) == (stop_bcnt / bcnts_per_file)) &&
+              (strt_bcnt % bcnts_per_file != 0)){
+           // copy contents of the entire block to file if an open file exists
+           fprintf(stderr, "Copying entire block\n");
 
-              // Open a new sum and difference file
-
-              // Init all counters to zero
-              clock_gettime(CLOCK_MONOTONIC, &file_start);
-
-              file_nblts = 0;
-              file_nts = 0;
-              memset(ant_0_array, 0, total_baselines * sizeof(uint16_t));
-              memset(ant_1_array, 0, total_baselines * sizeof(uint16_t));
-              memset(time_array_buf, 0, total_baselines * sizeof(double));
-              memset(integration_time_buf, 0, total_baselines * sizeof(double));
-
-              curr_file_bcnt = bcnt;
-              fprintf(stderr, "Curr file bcnt: %d\n", curr_file_bcnt);
-              fprintf(stderr, "Curr file mcnt: %ld\n", db_in->block[curblock_in].header.mcnt[bctr]);
-              gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr], sync_time);
-              julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
-              file_start_t = gps_time;
-              file_obs_id = (int64_t)gps_time;
-
-              sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
-              fprintf(stderr, "Opening new file %s\n", hdf5_fname);
-              start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
-
-              sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
-              fprintf(stderr, "Opening new file %s\n", hdf5_fname);
-              start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
-
-              // Get the antenna positions and baseline orders
-              // These are needed for populating the ant_[1|2]_array and uvw_array
-              get_ant_pos(&sum_file, ant_pos);
-              get_bl_order(&sum_file, bl_order);
-              //get_bl_bda_order(&sum_file, bl_bda_order);
-              get_auto_indices(bl_order, auto_indices, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES);
-           }
- 
-           // If an open file exists, copy data to the right location
            if (curr_file_bcnt >= 0){
 
               // Update time and sample counters
-              file_nblts += 1;
-
-              compute_sum_diff(db_in32, bl_buf_sum, bl_buf_diff, bcnt%BASELINES_PER_BLOCK);
+              file_nblts += BASELINES_PER_BLOCK;
 
               clock_gettime(CLOCK_MONOTONIC, &w_start);               
-              write_baseline_index(&sum_file, (bcnt-curr_file_bcnt), mem_space_data, (uint64_t *)bl_buf_sum);
+              write_baseline_index(&sum_file, (strt_bcnt-curr_file_bcnt), BASELINES_PER_BLOCK,  
+                                   mem_space_block, (uint64_t *)bl_buf_sum);
               //write_baseline_index(&diff_file, (bcnt-curr_file_bcnt), mem_space_data, (uint64_t *)bl_buf_diff);
-              clock_gettime(CLOCK_MONOTONIC, &w_stop);
+              samp = strt_bcnt - curr_file_bcnt;
 
-              w_ns += ELAPSED_NS(w_start, w_stop);
+              memcpy(ant_0_array+samp, db_in->block[curblock_in].header.ant_pair_0, BASELINES_PER_BLOCK * sizeof(uint16_t));
+              memcpy(ant_1_array+samp, db_in->block[curblock_in].header.ant_pair_1, BASELINES_PER_BLOCK * sizeof(uint16_t));
+              memset(flags+samp, 0, BASELINES_PER_BLOCK * sizeof(hbool_t));
 
-              samp = bcnt - curr_file_bcnt;
+              for(b=0; b< BASELINES_PER_BLOCK; b++){
+                 time_array_buf[samp+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[b], sync_time);
+              }
 
-              ant_0_array[samp] = (int)db_in->block[curblock_in].header.ant_pair_0[bctr];
-              ant_1_array[samp] = (int)db_in->block[curblock_in].header.ant_pair_1[bctr];
-              time_array_buf[samp] = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr], sync_time);
-              flags[samp] = 0; 
+              clock_gettime(CLOCK_MONOTONIC, &w_stop);
 
-           } // processed data copying
-        } // bctr for loop
-              
+              w_ns = ELAPSED_NS(w_start, w_stop);
+              elapsed_w_ns += w_ns;
+              min_w_ns = MIN(w_ns, min_w_ns);
+              max_w_ns = MAX(w_ns, max_w_ns);
+           }
+        }else{
+           // the block has a file boundary. If there is an open file, copy the relevant part of the block 
+           // and close the file. Open a new file for the rest of the block.
+           break_bcnt = (strt_bcnt / bcnts_per_file) * bcnts_per_file + strt_bcnt;
+           if (break_bcnt % bcnts_per_file) fprintf(stderr,"So much weirdness.\n");
+           if (break_bcnt > stop_bcnt) {
+              fprintf(stderr,"Lots of weirdness.\n");
+              break_bcnt = strt_bcnt;
+           }
+           if (curr_file_bcnt >=0){
+               // copy data
+               fprintf(stderr, "Copying till bcnt: %d\n", break_bcnt);
+
+               unsigned int nbls = break_bcnt - strt_bcnt;
+               hsize_t dims[DIM1] = {nbls * N_CHAN_PROCESSED * N_STOKES};
+               hid_t mem_space_data = H5Screate_simple(DIM1, dims, NULL);
+
+               file_nblts += nbls;
+               clock_gettime(CLOCK_MONOTONIC, &w_start);
+               write_baseline_index(&sum_file, (strt_bcnt-curr_file_bcnt), nbls,
+                                    mem_space_data, (uint64_t *)bl_buf_sum);
+               write_baseline_index(&diff_file, (strt_bcnt-curr_file_bcnt), nbls,
+                                    mem_space_data, (uint64_t *)bl_buf_diff);
+               samp = strt_bcnt - curr_file_bcnt;
+
+               memcpy(ant_0_array+samp, db_in->block[curblock_in].header.ant_pair_0, nbls * sizeof(uint16_t));
+               memcpy(ant_1_array+samp, db_in->block[curblock_in].header.ant_pair_1, nbls * sizeof(uint16_t));
+               memset(flags+samp, 0, nbls * sizeof(hbool_t));
+
+               for(b=0; b< nbls; b++){
+                  time_array_buf[samp+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[b], sync_time);
+               }
+               clock_gettime(CLOCK_MONOTONIC, &w_stop);
+
+               w_ns = ELAPSED_NS(w_start, w_stop);
+               elapsed_w_ns += w_ns;
+               min_w_ns = MIN(w_ns, min_w_ns);
+               max_w_ns = MAX(w_ns, max_w_ns);
+
+               // finish meta data and close the file
+               gps_time = mcnt2time(break_bcnt, sync_time);
+               file_stop_t = gps_time;
+               file_duration = file_stop_t - file_start_t;
+
+               fprintf(stdout, "Closing datasets and files\n");
+               write_header(&sum_file,  integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
+               write_header(&diff_file, integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
+               close_filespaces(&sum_file);
+               close_filespaces(&diff_file);
+               close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
+               close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
+               file_cnt += 1;
+
+               hashpipe_status_lock_safe(&st);
+               hputu8(st.buf, "FILESEC", file_duration);
+               hashpipe_status_unlock_safe(&st); 
+
+               fprintf(stderr,"Closing file %s\n", hdf5_fname);
+
+               // If this is the last file, mark this block done and get out of the loop
+               if (file_cnt >= nfiles) {
+                   fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);
+                   if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+                       hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+                       pthread_exit(NULL);
+                   }
+                   curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
+                   curr_file_bcnt = -1; //So the next trigger will start a new file
+                   break;
+               }
+           }
+
+           // Open new sum and difference files
+           // Init all counters to zero
+           file_nblts = 0;
+           file_nts = 0;
+           memset(ant_0_array, 0, bcnts_per_file * sizeof(uint16_t));
+           memset(ant_1_array, 0, bcnts_per_file * sizeof(uint16_t));
+           memset(time_array_buf, 0, bcnts_per_file * sizeof(double));
+           memset(integration_time_buf, 0, bcnts_per_file * sizeof(double));
+
+           curr_file_bcnt = break_bcnt;
+           block_loc = break_bcnt - strt_bcnt;
+           fprintf(stderr, "Curr file bcnt: %d\n", curr_file_bcnt);
+           fprintf(stderr, "Curr file mcnt: %ld\n", db_in->block[curblock_in].header.mcnt[block_loc]);
+           gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt[block_loc], sync_time);
+           julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
+           file_start_t = gps_time;
+           file_obs_id = (int64_t)gps_time;
+
+           sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
+           fprintf(stderr, "Opening new file %s\n", hdf5_fname);
+           start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+
+           sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
+           fprintf(stderr, "Opening new file %s\n", hdf5_fname);
+           start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+
+           // Get the antenna positions and baseline orders
+           // These are needed for populating the ant_[1|2]_array and uvw_array
+           get_ant_pos(&sum_file, ant_pos);
+           get_bl_order(&sum_file, bl_order);
+           //get_bl_bda_order(&sum_file, bl_bda_order);
+           get_auto_indices(bl_order, auto_indices, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES);
+       
+           // Copy data to the right location
+           nbls = stop_bcnt - break_bcnt;
+           fprintf(stderr, "Copying nbls: %d\n", nbls);
+
+           hsize_t dims[DIM1] = {nbls * N_CHAN_PROCESSED * N_STOKES};
+           hid_t mem_space_data = H5Screate_simple(DIM1, dims, NULL);
+
+           file_nblts += nbls;
+           clock_gettime(CLOCK_MONOTONIC, &w_start);
+           write_baseline_index(&sum_file, (break_bcnt-curr_file_bcnt), nbls,
+                                mem_space_data, (uint64_t *)bl_buf_sum);
+           write_baseline_index(&diff_file, (break_bcnt-curr_file_bcnt), nbls,
+                                mem_space_data, (uint64_t *)bl_buf_diff);
+           samp = break_bcnt - curr_file_bcnt;
+
+           memcpy(ant_0_array+samp, db_in->block[curblock_in].header.ant_pair_0, nbls * sizeof(uint16_t));
+           memcpy(ant_1_array+samp, db_in->block[curblock_in].header.ant_pair_1, nbls * sizeof(uint16_t));
+           memset(flags+samp, 0, nbls * sizeof(hbool_t));
+
+           for(b=0; b< nbls; b++){
+              time_array_buf[samp+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[block_loc+b], sync_time);
+           }
+           clock_gettime(CLOCK_MONOTONIC, &w_stop); 
+           w_ns = ELAPSED_NS(w_start, w_stop);
+           elapsed_w_ns += w_ns;
+           min_w_ns = MIN(w_ns, min_w_ns);
+           max_w_ns = MAX(w_ns, max_w_ns);
+        } 
+        
         clock_gettime(CLOCK_MONOTONIC, &finish);
+
+        // Compute processing time for this block
+        bl_t_ns = (float)elapsed_t_ns / BASELINES_PER_BLOCK;
+        bl_w_ns = (float)elapsed_w_ns / BASELINES_PER_BLOCK;
  
         hashpipe_status_lock_safe(&st);
+        hputr4(st.buf, "DISKTBNS", bl_t_ns);
+        hputi8(st.buf, "DISKTMIN", min_t_ns);
+        hputi8(st.buf, "DISKTMAX", max_t_ns);
+        hputr4(st.buf, "DISKWBNS", bl_w_ns);
+        hputi8(st.buf, "DISKWMIN", min_w_ns);
+        hputi8(st.buf, "DISKWMAX", max_w_ns);
+
          
         hputi8(st.buf, "DISKWBL", w_ns/BASELINES_PER_BLOCK);
 

From 7e959d7f4454c451d72066d0c8bf2a9aa6013894 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Sun, 28 Jul 2019 20:19:19 -0700
Subject: [PATCH 234/420] Add function for adding files to M&C

---
 src/hera_catcher_disk_thread.c | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index eaa2b6cf..ed02678f 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -596,6 +596,18 @@ static void compute_nsamples_array(float nsamples, float *nsamples_array){
     }
 }
 
+/*
+ Add an observation to the M&C system.
+*/
+static void add_mc_obs(char *fname)
+{
+  char cmd[256];
+  fprintf(stdout, "Adding observation to M&C\n");
+  // Launch (hard-coded) python script in the background and pass in filename.
+  sprintf(cmd, "/home/hera/hera-venv/bin/mc_add_observation.py %s &", fname);
+  system(cmd);
+}
+
 static void compute_integration_time_array(double integration_time, double *integration_time_buf)
 {
     int i;
@@ -943,6 +955,7 @@ static void *run(hashpipe_thread_args_t * args)
                 close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
                 close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
                 file_cnt += 1;
+                add_mc_obs(hdf5_fname);
                 // If this is the last file, mark this block done and get out of the loop
                 if (file_cnt >= nfiles) {
                     fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);

From e56c28a085188fd2d21019697e9b74b0fa5d7ee7 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Mon, 29 Jul 2019 10:49:16 -0700
Subject: [PATCH 235/420] Add function for making new sessions in the librarian

---
 src/hera_catcher_disk_thread.c | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index ed02678f..cab7c00e 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -608,6 +608,22 @@ static void add_mc_obs(char *fname)
   system(cmd);
 }
 
+/*
+ Have the librarian make new sessions.
+*/
+static void make_librarian_sessions(void)
+{
+  char cmd[256];
+  fprintf(stdout, "Making new sessions in the Librarian\n");
+  // Launch (hard-coded) python script in the background using fork.
+  // We want to wait few seconds to give M&C a chance to finish importing the final file,
+  // but don't want to hold up main thread execution.
+  sprintf(cmd, "sleep 10; /home/hera/hera-venv/bin/librarin_assign_sessions.py local-rtp");
+  if (fork() != 0) {
+    system(cmd);
+  }
+}
+
 static void compute_integration_time_array(double integration_time, double *integration_time_buf)
 {
     int i;
@@ -963,6 +979,8 @@ static void *run(hashpipe_thread_args_t * args)
                         hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
                         pthread_exit(NULL);
                     }
+                    // Have the librarian make new sessions.
+                    make_librarian_sessions();
                     curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
                     curr_file_time = -1; //So the next trigger will start a new file
                     continue;

From 66eec30a165f68e420b0d0e50f2c45cca03f2ee6 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Mon, 29 Jul 2019 10:53:12 -0700
Subject: [PATCH 236/420] Fix typo in script name

---
 src/hera_catcher_disk_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index cab7c00e..cda9ff30 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -618,7 +618,7 @@ static void make_librarian_sessions(void)
   // Launch (hard-coded) python script in the background using fork.
   // We want to wait few seconds to give M&C a chance to finish importing the final file,
   // but don't want to hold up main thread execution.
-  sprintf(cmd, "sleep 10; /home/hera/hera-venv/bin/librarin_assign_sessions.py local-rtp");
+  sprintf(cmd, "sleep 10; /home/hera/hera-venv/bin/librarian_assign_sessions.py local-rtp");
   if (fork() != 0) {
     system(cmd);
   }

From 6b3821e6553569eba56eb8f6a45e777616ffc50a Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Mon, 29 Jul 2019 11:01:13 -0700
Subject: [PATCH 237/420] Change librarian identity

---
 src/hera_catcher_disk_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index cda9ff30..1267421c 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -618,7 +618,7 @@ static void make_librarian_sessions(void)
   // Launch (hard-coded) python script in the background using fork.
   // We want to wait few seconds to give M&C a chance to finish importing the final file,
   // but don't want to hold up main thread execution.
-  sprintf(cmd, "sleep 10; /home/hera/hera-venv/bin/librarian_assign_sessions.py local-rtp");
+  sprintf(cmd, "sleep 10; /home/hera/hera-venv/bin/librarian_assign_sessions.py local-correlator");
   if (fork() != 0) {
     system(cmd);
   }

From 8674dbb0474f1be1ae3c400b3ce47db7a73dd816 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 31 Jul 2019 22:55:50 +0000
Subject: [PATCH 238/420] Exit forked threads after doing work; so something
 with system exit codes

---
 src/hera_catcher_disk_thread.c | 20 ++++++++++++++++----
 1 file changed, 16 insertions(+), 4 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 1267421c..91a8542b 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -602,10 +602,17 @@ static void compute_nsamples_array(float nsamples, float *nsamples_array){
 static void add_mc_obs(char *fname)
 {
   char cmd[256];
-  fprintf(stdout, "Adding observation to M&C\n");
+  int err;
+  fprintf(stdout, "Adding observation %s to M&C\n", fname);
   // Launch (hard-coded) python script in the background and pass in filename.
-  sprintf(cmd, "/home/hera/hera-venv/bin/mc_add_observation.py %s &", fname);
-  system(cmd);
+  sprintf(cmd, "/home/hera/hera-venv/bin/mc_add_observation.py %s", fname);
+  if (fork() != 0) {
+    err = system(cmd);
+    if (err != 0) {
+      fprintf(stderr, "Error adding observation %s to M&C\n", fname);
+    }
+    exit(0);
+  }
 }
 
 /*
@@ -614,13 +621,18 @@ static void add_mc_obs(char *fname)
 static void make_librarian_sessions(void)
 {
   char cmd[256];
+  int err;
   fprintf(stdout, "Making new sessions in the Librarian\n");
   // Launch (hard-coded) python script in the background using fork.
   // We want to wait few seconds to give M&C a chance to finish importing the final file,
   // but don't want to hold up main thread execution.
   sprintf(cmd, "sleep 10; /home/hera/hera-venv/bin/librarian_assign_sessions.py local-correlator");
   if (fork() != 0) {
-    system(cmd);
+    err = system(cmd);
+    if (err != 0) {
+      fprintf(stderr, "Error creating new session in the librarian\n");
+    }
+    exit(0);
   }
 }
 

From a5f301f9856af1f92e37b0741527e197ec0be1f6 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 1 Aug 2019 18:27:10 +0000
Subject: [PATCH 239/420] Write only 32 baselines at a time

---
 src/hera_catcher_disk_thread_v2.c | 458 ++++++++++++++++--------------
 1 file changed, 240 insertions(+), 218 deletions(-)

diff --git a/src/hera_catcher_disk_thread_v2.c b/src/hera_catcher_disk_thread_v2.c
index a2c2b7b5..15e79aad 100644
--- a/src/hera_catcher_disk_thread_v2.c
+++ b/src/hera_catcher_disk_thread_v2.c
@@ -499,18 +499,10 @@ static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
  */
 static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hsize_t nblts, hid_t mem_space, uint64_t *visdata_buf)
 {
-    herr_t status;
     hsize_t start[N_DATA_DIMS] = {bcnt, 0, 0, 0};
     hsize_t count[N_DATA_DIMS] = {nblts, 1, N_CHAN_PROCESSED, N_STOKES};
-    status = H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
-    if (status < 0){
-        hashpipe_error(__FUNCTION__, "Failed to select hyperslab for copying data");
-        pthread_exit(NULL);
-    }
-    if (H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf) < 0){
-        hashpipe_error(__FUNCTION__, "Error writing data to hyperslab in file");
-        pthread_exit(NULL);
-    }
+    H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
+    H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf);
 }
 
 /* 
@@ -545,10 +537,10 @@ static void write_header(hdf5_id_t *id, double *integration_time_buf, double *ti
 }
 
 // Get the even-sample / first-pol / first-complexity of the correlation buffer for chan `c` baseline `b`
-static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff) {
+static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, int bl) {
 
     // 256 bits = 4 stokes * 2 real/imag * 32 bits == 1 channel
-    int chan, bcnt;    
+    int chan, bcnt;
 
     __m256i val_even = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
     __m256i val_odd  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
@@ -557,9 +549,9 @@ static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff) {
     __m256i *out_sum256  = (__m256i *)out_sum;
     __m256i *out_diff256 = (__m256i *)out_diff;
 
-    for(bcnt=0; bcnt < BASELINES_PER_BLOCK; bcnt++){
-       in_even256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 0));
-       in_odd256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt, 1));
+    for(bcnt=0; bcnt<N_BL_PER_WRITE; bcnt++){
+       in_even256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt+bl, 0));
+       in_odd256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt+bl, 1));
 
        for(chan=0; chan< N_CHAN_PROCESSED; chan++){
           val_even = _mm256_load_si256(in_even256 + chan);
@@ -603,7 +595,7 @@ static void *run(hashpipe_thread_args_t * args)
     const char * status_key = args->thread_desc->skey;
 
     // Timers for performance monitoring
-    struct timespec t_stop, w_start, w_stop;
+    struct timespec t_start, t_stop, w_start, w_stop;
     float gbps, min_gbps;
 
     struct timespec start, finish;
@@ -673,53 +665,41 @@ static void *run(hashpipe_thread_args_t * args)
     redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
     redisCommand(c, "EXPIRE corr:is_taking_data 60");
 
-    // Get baseline distribution from redis.
-    hashpipe_status_lock_safe(&st);
-    hgetu8(st.buf,"NBL2SEC", &baseline_dist[0]);
-    hgetu8(st.buf,"NBL4SEC", &baseline_dist[1]);
-    hgetu8(st.buf,"NBL8SEC", &baseline_dist[2]);
-    hgetu8(st.buf,"NBL16SEC",&baseline_dist[3]);
-    hashpipe_status_unlock_safe(&st);
-
-    bcnts_per_file = 8*baseline_dist[0] + 4*baseline_dist[1] + 2*baseline_dist[2] + baseline_dist[3];
-    fprintf(stdout,"Baseline Distribution per file:\n");
-    fprintf(stdout,"8 x %ld\t 4 x %ld\t 2 x %ld\t 1 x %ld\n",
-            baseline_dist[0],baseline_dist[1],baseline_dist[2],baseline_dist[3]);
-    fprintf(stdout,"Total Baselines: %ld\n", bcnts_per_file);
-
     /* Loop(s) */
     int32_t *db_in32;
     int rv;
-    uint32_t samp;
     int curblock_in=0;
     double file_start_t, file_stop_t, file_duration; // time from bcnt
     int64_t file_obs_id, file_nblts=0, file_nts=0;
     int32_t curr_file_bcnt = -1;
-    uint32_t strt_bcnt, stop_bcnt, break_bcnt;        // bcnt variable
+    uint32_t bctr, strt_bcnt, stop_bcnt, break_bcnt;        // bcnt variable
     int b;
-    unsigned int nbls, block_loc;
+    unsigned int nbls, block_offset;
+    uint32_t file_offset;
+    herr_t status;
 
     hdf5_id_t sum_file, diff_file;
     
     // aligned_alloc because we're going to use 256-bit AVX instructions
-    int32_t *bl_buf_sum  = (int32_t *)aligned_alloc(32, BASELINES_PER_BLOCK * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
-    int32_t *bl_buf_diff = (int32_t *)aligned_alloc(32, BASELINES_PER_BLOCK * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+    int32_t *bl_buf_sum  = (int32_t *)aligned_alloc(32, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+    int32_t *bl_buf_diff = (int32_t *)aligned_alloc(32, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
 
     memset(bl_buf_sum, 0, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+    memset(bl_buf_diff, 0, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
 
-    double *integration_time_buf = (double *)malloc(bcnts_per_file * sizeof(double));
-    double *time_array_buf       = (double *)malloc(bcnts_per_file * sizeof(double));
-    int *ant_0_array             = (int *)malloc(bcnts_per_file * sizeof(int));
-    int *ant_1_array             = (int *)malloc(bcnts_per_file * sizeof(int));
+    double *integration_time_buf = (double *)malloc(1 * sizeof(double));
+    double *time_array_buf       = (double *)malloc(1 * sizeof(double));
+    int *ant_0_array             = (int *)malloc(1 * sizeof(int));
+    int *ant_1_array             = (int *)malloc(1 * sizeof(int));
     //double *uvw_array_buf        = (double *)malloc(bcnts_per_file * 3 * sizeof(double));
 
     // Allocate an array of bools for flags and n_samples
-    hbool_t *flags = (hbool_t *)calloc(1, bcnts_per_file * sizeof(hbool_t));
+    hbool_t *flags = (hbool_t *)calloc(1, 1 * sizeof(hbool_t));
     //uint64_t *nsamples = (uint64_t *)malloc(bcnts_per_file * sizeof(uint64_t));
 
     // Define memory space of a block
-    hsize_t dims[DIM1] = {N_CHAN_PROCESSED * N_STOKES * BASELINES_PER_BLOCK};
-    hid_t mem_space_block = H5Screate_simple(DIM1, dims, NULL);
+    hsize_t dims[DIM1] = {N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES};
+    hid_t mem_space_bl_per_write = H5Screate_simple(DIM1, dims, NULL);
 
     // Define the memory space used by these buffers for HDF5 access
     // We write 1[baseline] x 1[spw] x N_CHAN_PROCESSED x N_STOKES at a time
@@ -803,6 +783,32 @@ static void *run(hashpipe_thread_args_t * args)
               // exits the key will expire.
               redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
           }
+
+          // Get baseline distribution from redis.
+          hashpipe_status_lock_safe(&st);
+          hgetu8(st.buf,"NBL2SEC", &baseline_dist[0]);
+          hgetu8(st.buf,"NBL4SEC", &baseline_dist[1]);
+          hgetu8(st.buf,"NBL8SEC", &baseline_dist[2]);
+          hgetu8(st.buf,"NBL16SEC",&baseline_dist[3]);
+          hashpipe_status_unlock_safe(&st);
+
+          bcnts_per_file = 8*baseline_dist[0] + 4*baseline_dist[1] + 2*baseline_dist[2] + baseline_dist[3];
+          fprintf(stdout,"Baseline Distribution per file:\n");
+          fprintf(stdout,"8 x %ld\t 4 x %ld\t 2 x %ld\t 1 x %ld\n",
+                  baseline_dist[0],baseline_dist[1],baseline_dist[2],baseline_dist[3]);
+          fprintf(stdout,"Total Baselines: %ld\n", bcnts_per_file);
+         
+          integration_time_buf = (double *)realloc(integration_time_buf, bcnts_per_file * sizeof(double));
+          time_array_buf       = (double *)realloc(time_array_buf, bcnts_per_file * sizeof(double));
+          ant_0_array          = (int *)realloc(ant_0_array, bcnts_per_file * sizeof(int));
+          ant_1_array          = (int *)realloc(ant_1_array, bcnts_per_file * sizeof(int));
+          //double *uvw_array_buf        = (double *)malloc(bcnts_per_file * 3 * sizeof(double));
+
+          // Allocate an array of bools for flags and n_samples
+          flags = (hbool_t *)realloc(flags, bcnts_per_file * sizeof(hbool_t));
+          memset(flags, 1, bcnts_per_file* sizeof(hbool_t));
+          //uint64_t *nsamples = (uint64_t *)malloc(bcnts_per_file * sizeof(uint64_t));
+
         } else if (file_cnt >= nfiles) {
           // If we're transitioning to idle state
           // Indicate via redis that we're no longer taking data
@@ -840,183 +846,199 @@ static void *run(hashpipe_thread_args_t * args)
         clock_gettime(CLOCK_MONOTONIC, &start);
         db_in32 = (int32_t *)db_in->block[curblock_in].data;
              
-        // Compute the sum and diff of entire buffer 
-        compute_sum_diff(db_in32, bl_buf_sum, bl_buf_diff);
-        clock_gettime(CLOCK_MONOTONIC, &t_stop);
-
-        t_ns = ELAPSED_NS(start, t_stop);
-        elapsed_t_ns += t_ns;
-        min_t_ns = MIN(t_ns, min_t_ns);
-        max_t_ns = MAX(t_ns, max_t_ns);
- 
-        strt_bcnt = db_in->block[curblock_in].header.bcnt[0];
-        stop_bcnt = db_in->block[curblock_in].header.bcnt[BASELINES_PER_BLOCK-1]; 
-
-        fprintf(stderr, "Start bcnt: %d\t Stop bcnt: %d\n", strt_bcnt, stop_bcnt);
-
-        if (((strt_bcnt / bcnts_per_file) == (stop_bcnt / bcnts_per_file)) &&
-              (strt_bcnt % bcnts_per_file != 0)){
-           // copy contents of the entire block to file if an open file exists
-           fprintf(stderr, "Copying entire block\n");
-
-           if (curr_file_bcnt >= 0){
-
-              // Update time and sample counters
-              file_nblts += BASELINES_PER_BLOCK;
-
-              clock_gettime(CLOCK_MONOTONIC, &w_start);               
-              write_baseline_index(&sum_file, (strt_bcnt-curr_file_bcnt), BASELINES_PER_BLOCK,  
-                                   mem_space_block, (uint64_t *)bl_buf_sum);
-              //write_baseline_index(&diff_file, (bcnt-curr_file_bcnt), mem_space_data, (uint64_t *)bl_buf_diff);
-              samp = strt_bcnt - curr_file_bcnt;
-
-              memcpy(ant_0_array+samp, db_in->block[curblock_in].header.ant_pair_0, BASELINES_PER_BLOCK * sizeof(uint16_t));
-              memcpy(ant_1_array+samp, db_in->block[curblock_in].header.ant_pair_1, BASELINES_PER_BLOCK * sizeof(uint16_t));
-              memset(flags+samp, 0, BASELINES_PER_BLOCK * sizeof(hbool_t));
-
-              for(b=0; b< BASELINES_PER_BLOCK; b++){
-                 time_array_buf[samp+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[b], sync_time);
-              }
-
-              clock_gettime(CLOCK_MONOTONIC, &w_stop);
-
-              w_ns = ELAPSED_NS(w_start, w_stop);
-              elapsed_w_ns += w_ns;
-              min_w_ns = MIN(w_ns, min_w_ns);
-              max_w_ns = MAX(w_ns, max_w_ns);
-           }
-        }else{
-           // the block has a file boundary. If there is an open file, copy the relevant part of the block 
-           // and close the file. Open a new file for the rest of the block.
-           break_bcnt = (strt_bcnt / bcnts_per_file) * bcnts_per_file + strt_bcnt;
-           if (break_bcnt % bcnts_per_file) fprintf(stderr,"So much weirdness.\n");
-           if (break_bcnt > stop_bcnt) {
-              fprintf(stderr,"Lots of weirdness.\n");
-              break_bcnt = strt_bcnt;
-           }
-           if (curr_file_bcnt >=0){
-               // copy data
-               fprintf(stderr, "Copying till bcnt: %d\n", break_bcnt);
-
-               unsigned int nbls = break_bcnt - strt_bcnt;
-               hsize_t dims[DIM1] = {nbls * N_CHAN_PROCESSED * N_STOKES};
-               hid_t mem_space_data = H5Screate_simple(DIM1, dims, NULL);
-
-               file_nblts += nbls;
-               clock_gettime(CLOCK_MONOTONIC, &w_start);
-               write_baseline_index(&sum_file, (strt_bcnt-curr_file_bcnt), nbls,
-                                    mem_space_data, (uint64_t *)bl_buf_sum);
-               write_baseline_index(&diff_file, (strt_bcnt-curr_file_bcnt), nbls,
-                                    mem_space_data, (uint64_t *)bl_buf_diff);
-               samp = strt_bcnt - curr_file_bcnt;
-
-               memcpy(ant_0_array+samp, db_in->block[curblock_in].header.ant_pair_0, nbls * sizeof(uint16_t));
-               memcpy(ant_1_array+samp, db_in->block[curblock_in].header.ant_pair_1, nbls * sizeof(uint16_t));
-               memset(flags+samp, 0, nbls * sizeof(hbool_t));
-
-               for(b=0; b< nbls; b++){
-                  time_array_buf[samp+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[b], sync_time);
-               }
-               clock_gettime(CLOCK_MONOTONIC, &w_stop);
-
-               w_ns = ELAPSED_NS(w_start, w_stop);
-               elapsed_w_ns += w_ns;
-               min_w_ns = MIN(w_ns, min_w_ns);
-               max_w_ns = MAX(w_ns, max_w_ns);
-
-               // finish meta data and close the file
-               gps_time = mcnt2time(break_bcnt, sync_time);
-               file_stop_t = gps_time;
-               file_duration = file_stop_t - file_start_t;
-
-               fprintf(stdout, "Closing datasets and files\n");
-               write_header(&sum_file,  integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
-               write_header(&diff_file, integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
-               close_filespaces(&sum_file);
-               close_filespaces(&diff_file);
-               close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
-               close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
-               file_cnt += 1;
-
-               hashpipe_status_lock_safe(&st);
-               hputu8(st.buf, "FILESEC", file_duration);
-               hashpipe_status_unlock_safe(&st); 
-
-               fprintf(stderr,"Closing file %s\n", hdf5_fname);
-
-               // If this is the last file, mark this block done and get out of the loop
-               if (file_cnt >= nfiles) {
-                   fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);
-                   if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
-                       hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+        for (bctr=0 ; bctr< BASELINES_PER_BLOCK; bctr += N_BL_PER_WRITE){
+
+          strt_bcnt = db_in->block[curblock_in].header.bcnt[bctr];
+          stop_bcnt = db_in->block[curblock_in].header.bcnt[bctr+N_BL_PER_WRITE-1]; 
+          //fprintf(stderr, "Start bcnt: %d\t Stop bcnt: %d\n", strt_bcnt, stop_bcnt);
+
+          clock_gettime(CLOCK_MONOTONIC, &t_start);
+          compute_sum_diff(db_in32, bl_buf_sum, bl_buf_diff, bctr);
+          clock_gettime(CLOCK_MONOTONIC, &t_stop);
+  
+          t_ns = ELAPSED_NS(t_start, t_stop);
+          elapsed_t_ns += t_ns;
+          min_t_ns = MIN(t_ns, min_t_ns);
+          max_t_ns = MAX(t_ns, max_t_ns);
+
+          if (((strt_bcnt / bcnts_per_file) == (stop_bcnt / bcnts_per_file)) &&
+               (strt_bcnt % bcnts_per_file != 0)){
+
+             // Copy all contents
+             if (curr_file_bcnt >= 0){
+      
+                file_offset = strt_bcnt - curr_file_bcnt;
+                clock_gettime(CLOCK_MONOTONIC, &w_start);
+                write_baseline_index(&sum_file, file_offset, N_BL_PER_WRITE, mem_space_bl_per_write, (uint64_t *)bl_buf_sum);
+                //write_baseline_index(&diff_file, file_offset, N_BL_PER_WRITE, mem_space_bl_per_write, (uint64_t *)bl_buf_diff);
+                clock_gettime(CLOCK_MONOTONIC, &w_stop);
+
+                for(b=0; b< N_BL_PER_WRITE; b++){
+                   ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[bctr+b];
+                   ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[bctr+b];
+                   time_array_buf[file_offset+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time);
+                   flags[file_offset+b]          = 0;
+                }
+                // Update time and sample counters
+                file_nblts += N_BL_PER_WRITE;
+
+                w_ns = ELAPSED_NS(w_start, w_stop);
+                elapsed_w_ns += w_ns;
+                min_w_ns = MIN(w_ns, min_w_ns);
+                max_w_ns = MAX(w_ns, max_w_ns);
+             }
+          }else{
+             // the block has a file boundary. If there is an open file, copy the relevant part of the block 
+             // and close the file. Open a new file for the rest of the block.
+
+             if (strt_bcnt % bcnts_per_file == 0) break_bcnt = strt_bcnt;
+             else break_bcnt = ((strt_bcnt / bcnts_per_file) + 1) * bcnts_per_file;
+             fprintf(stderr, "Breaking at bcnt: %d\n", break_bcnt);
+             if (break_bcnt % bcnts_per_file) fprintf(stderr,"Something is wrong\n");
+
+             if (curr_file_bcnt >=0){
+                 // copy data
+                 nbls = break_bcnt - strt_bcnt;
+                 //fprintf(stderr, "Copying till bcnt: %d\t Number of baselines: %d\n", break_bcnt, nbls);
+                 if (nbls > 0){
+                    hsize_t start[DIM1] = {0};
+                    hsize_t count[DIM1] = {nbls * N_CHAN_PROCESSED * N_STOKES};
+                    status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, NULL);
+                    if (status < 0){
+                       hashpipe_error(__FUNCTION__, "Failed to select hyperslab of shared databuf\n");
                        pthread_exit(NULL);
-                   }
-                   curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
-                   curr_file_bcnt = -1; //So the next trigger will start a new file
-                   break;
-               }
-           }
-
-           // Open new sum and difference files
-           // Init all counters to zero
-           file_nblts = 0;
-           file_nts = 0;
-           memset(ant_0_array, 0, bcnts_per_file * sizeof(uint16_t));
-           memset(ant_1_array, 0, bcnts_per_file * sizeof(uint16_t));
-           memset(time_array_buf, 0, bcnts_per_file * sizeof(double));
-           memset(integration_time_buf, 0, bcnts_per_file * sizeof(double));
-
-           curr_file_bcnt = break_bcnt;
-           block_loc = break_bcnt - strt_bcnt;
-           fprintf(stderr, "Curr file bcnt: %d\n", curr_file_bcnt);
-           fprintf(stderr, "Curr file mcnt: %ld\n", db_in->block[curblock_in].header.mcnt[block_loc]);
-           gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt[block_loc], sync_time);
-           julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
-           file_start_t = gps_time;
-           file_obs_id = (int64_t)gps_time;
-
-           sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
-           fprintf(stderr, "Opening new file %s\n", hdf5_fname);
-           start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
-
-           sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
-           fprintf(stderr, "Opening new file %s\n", hdf5_fname);
-           start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
-
-           // Get the antenna positions and baseline orders
-           // These are needed for populating the ant_[1|2]_array and uvw_array
-           get_ant_pos(&sum_file, ant_pos);
-           get_bl_order(&sum_file, bl_order);
-           //get_bl_bda_order(&sum_file, bl_bda_order);
-           get_auto_indices(bl_order, auto_indices, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES);
+                    }
+
+                    file_offset = strt_bcnt - curr_file_bcnt;
+                    clock_gettime(CLOCK_MONOTONIC, &w_start);
+                    write_baseline_index(&sum_file, file_offset, nbls, mem_space_bl_per_write, (uint64_t *)bl_buf_sum);
+                    //write_baseline_index(&diff_file, file_offset, nbls, mem_space_bl_per_write, (uint64_t *)bl_buf_diff);
+                    clock_gettime(CLOCK_MONOTONIC, &w_stop);
+
+                    for(b=0; b< nbls; b++){
+                       ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[bctr+b];
+                       ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[bctr+b];
+                       time_array_buf[file_offset+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time);
+                       flags[file_offset+b]          = 0;
+                    }
+                    file_nblts += nbls;
+
+                    // reset selection
+                    status = H5Sselect_all(mem_space_bl_per_write);
+                    if (status < 0){
+                       hashpipe_error(__FUNCTION__, "Failed to reset selection\n");
+                       pthread_exit(NULL);
+                    }
+              
+                    w_ns = ELAPSED_NS(w_start, w_stop);
+                    elapsed_w_ns += w_ns;
+                    min_w_ns = MIN(w_ns, min_w_ns);
+                    max_w_ns = MAX(w_ns, max_w_ns);
+                 }
+                 // finish meta data and close the file
+                 gps_time = mcnt2time(break_bcnt, sync_time);
+                 file_stop_t = gps_time;
+                 file_duration = file_stop_t - file_start_t;
+
+                 fprintf(stdout, "Closing datasets and files\n");
+                 write_header(&sum_file,  integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
+                 write_header(&diff_file, integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
+                 close_filespaces(&sum_file);
+                 close_filespaces(&diff_file);
+                 close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
+                 close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
+                 file_cnt += 1;
+
+                 hashpipe_status_lock_safe(&st);
+                 hputu8(st.buf, "FILESEC", file_duration);
+                 hashpipe_status_unlock_safe(&st); 
+
+                 // If this is the last file, mark this block done and get out of the loop
+                 if (file_cnt >= nfiles) {
+                     fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);
+                     if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+                         hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+                         pthread_exit(NULL);
+                     }
+                     curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
+                     curr_file_bcnt = -1; //So the next trigger will start a new file
+                     break;
+                 }
+             }
+
+             // Open new sum and difference files
+             // Init all counters to zero
+             file_nblts = 0;
+             file_nts = 0;
+             memset(ant_0_array,          0, bcnts_per_file * sizeof(uint16_t));
+             memset(ant_1_array,          0, bcnts_per_file * sizeof(uint16_t));
+             memset(time_array_buf,       0, bcnts_per_file * sizeof(double));
+             memset(integration_time_buf, 0, bcnts_per_file * sizeof(double));
+
+             curr_file_bcnt = break_bcnt;
+             block_offset = bctr + break_bcnt - strt_bcnt;
+             fprintf(stderr, "Curr file bcnt: %d\n", curr_file_bcnt);
+             fprintf(stderr, "Curr file mcnt: %ld\n", db_in->block[curblock_in].header.mcnt[block_offset]);
+             gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt[block_offset], sync_time);
+             julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
+             file_start_t = gps_time;
+             file_obs_id = (int64_t)gps_time;
+
+             sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
+             fprintf(stderr, "Opening new file %s\n", hdf5_fname);
+             start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+
+             sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
+             fprintf(stderr, "Opening new file %s\n", hdf5_fname);
+             start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+
+             // Get the antenna positions and baseline orders
+             // These are needed for populating the ant_[1|2]_array and uvw_array
+             get_ant_pos(&sum_file, ant_pos);
+             get_bl_order(&sum_file, bl_order);
+             //get_bl_bda_order(&sum_file, bl_bda_order);
+             get_auto_indices(bl_order, auto_indices, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES);
        
-           // Copy data to the right location
-           nbls = stop_bcnt - break_bcnt;
-           fprintf(stderr, "Copying nbls: %d\n", nbls);
-
-           hsize_t dims[DIM1] = {nbls * N_CHAN_PROCESSED * N_STOKES};
-           hid_t mem_space_data = H5Screate_simple(DIM1, dims, NULL);
-
-           file_nblts += nbls;
-           clock_gettime(CLOCK_MONOTONIC, &w_start);
-           write_baseline_index(&sum_file, (break_bcnt-curr_file_bcnt), nbls,
-                                mem_space_data, (uint64_t *)bl_buf_sum);
-           write_baseline_index(&diff_file, (break_bcnt-curr_file_bcnt), nbls,
-                                mem_space_data, (uint64_t *)bl_buf_diff);
-           samp = break_bcnt - curr_file_bcnt;
-
-           memcpy(ant_0_array+samp, db_in->block[curblock_in].header.ant_pair_0, nbls * sizeof(uint16_t));
-           memcpy(ant_1_array+samp, db_in->block[curblock_in].header.ant_pair_1, nbls * sizeof(uint16_t));
-           memset(flags+samp, 0, nbls * sizeof(hbool_t));
-
-           for(b=0; b< nbls; b++){
-              time_array_buf[samp+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[block_loc+b], sync_time);
-           }
-           clock_gettime(CLOCK_MONOTONIC, &w_stop); 
-           w_ns = ELAPSED_NS(w_start, w_stop);
-           elapsed_w_ns += w_ns;
-           min_w_ns = MIN(w_ns, min_w_ns);
-           max_w_ns = MAX(w_ns, max_w_ns);
+             // Copy data to the right location
+             nbls = stop_bcnt - break_bcnt + 1;
+             //fprintf(stderr, "Copying nbls: %d\n", nbls);
+
+             if (nbls > 0){
+                if (nbls % N_BL_PER_WRITE){
+                   hsize_t start[DIM1] = {block_offset * N_CHAN_PROCESSED * N_STOKES};
+                   hsize_t count[DIM1] = {nbls * N_CHAN_PROCESSED * N_STOKES};
+                   status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, NULL);
+                   if (status < 0){
+                      hashpipe_error(__FUNCTION__, "Failed to select hyperslab of shared databuf\n");
+                      pthread_exit(NULL);
+                   }
+                }
+                file_offset = break_bcnt - curr_file_bcnt;
+                clock_gettime(CLOCK_MONOTONIC, &w_start);
+                write_baseline_index(&sum_file, file_offset, nbls, mem_space_bl_per_write, (uint64_t *)bl_buf_sum);
+                //write_baseline_index(&diff_file, file_offset, nbls, mem_space_bl_per_write, (uint64_t *)bl_buf_diff);
+                clock_gettime(CLOCK_MONOTONIC, &w_stop); 
+
+                for(b=0; b< nbls; b++){
+                   ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[block_offset+b];
+                   ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[block_offset+b];
+                   time_array_buf[file_offset+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[block_offset+b], sync_time);
+                   flags[file_offset+b]          = 0;
+                }
+                file_nblts += nbls;
+
+                //reset selection
+                status = H5Sselect_all(mem_space_bl_per_write);
+                if (status < 0){
+                   hashpipe_error(__FUNCTION__, "Failed to reset selection\n");
+                   pthread_exit(NULL);
+                }
+                w_ns = ELAPSED_NS(w_start, w_stop);
+                elapsed_w_ns += w_ns;
+                min_w_ns = MIN(w_ns, min_w_ns);
+                max_w_ns = MAX(w_ns, max_w_ns);
+             }
+          }
         } 
         
         clock_gettime(CLOCK_MONOTONIC, &finish);
@@ -1037,7 +1059,7 @@ static void *run(hashpipe_thread_args_t * args)
         hputi8(st.buf, "DISKWBL", w_ns/BASELINES_PER_BLOCK);
 
         hgetr4(st.buf, "DISKMING", &min_gbps);
-        gbps = (float)(BASELINES_PER_BLOCK*N_CHAN_PROCESSED*N_STOKES*64L)/ELAPSED_NS(start,finish); //Gigabits / s
+        gbps = (float)(BASELINES_PER_BLOCK*N_CHAN_PROCESSED*N_STOKES*64L)/ELAPSED_NS(start,finish); //elapsed_w_ns; 
         hputr4(st.buf, "DISKGBPS", gbps);
         hputr4(st.buf, "DUMPMS", ELAPSED_NS(start,finish) / 1000000.0);
         if(min_gbps == 0 || gbps < min_gbps) {

From 5d4c264471404ea7934c536b0fd086abdeef10d8 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 1 Aug 2019 18:29:14 +0000
Subject: [PATCH 240/420] Put back CNETHOLD flag

---
 src/hera_catcher_net_thread_bda_v2.c | 44 ++++++++++++++++------------
 1 file changed, 25 insertions(+), 19 deletions(-)

diff --git a/src/hera_catcher_net_thread_bda_v2.c b/src/hera_catcher_net_thread_bda_v2.c
index 97f5cc1e..7056d7ee 100644
--- a/src/hera_catcher_net_thread_bda_v2.c
+++ b/src/hera_catcher_net_thread_bda_v2.c
@@ -206,11 +206,12 @@ static inline uint32_t process_packet(
   int i;
   const uint32_t *payload_p;
   uint32_t *dest_p;
-  uint32_t pkt_bcnt_dist;
+  int32_t pkt_bcnt_dist;
   uint32_t pkt_bcnt;
   uint32_t cur_bcnt;
   uint32_t netbcnt = -1; // Value to return if a block is filled
   int b, x, t, o;
+  int rv;
   uint32_t pkt_offset;
 
   // Parse packet header
@@ -252,7 +253,8 @@ static inline uint32_t process_packet(
     if ((pkt_bcnt_dist >= 2*BASELINES_PER_BLOCK) || (binfo.block_packet_counter[binfo.block_i] == PACKETS_PER_BLOCK)){
        
        netbcnt = set_block_filled(db, &binfo);
-       fprintf(stderr,"Filled Block: %d with bcnt: %d\n", binfo.block_i, netbcnt);
+       fprintf(stderr,"Filled Block: %d from bcnt: %d to bcnt: %d\n", binfo.block_i, db->block[binfo.block_i].header.bcnt[0], 
+                                                                      db->block[binfo.block_i].header.bcnt[BASELINES_PER_BLOCK-2]);
 
        // Update binfo
        cur_bcnt += BASELINES_PER_BLOCK;
@@ -264,17 +266,21 @@ static inline uint32_t process_packet(
        binfo.block_i = (binfo.block_i+1) % CATCHER_N_BLOCKS; 
 
        // Wait (hopefully not long!) to acquire the block after next.
-       if(hera_catcher_input_databuf_busywait_free(db, pkt_block_i) != HASHPIPE_OK) {
-       if (errno == EINTR) {
-           // Interrupted by signal, return -1
-           hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
-           pthread_exit(NULL);
-           return -1; // We're exiting so return value is kind of moot
-       } else {
-           hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-           pthread_exit(NULL);
-           return -1; // We're exiting so return value is kind of moot
-       }
+       while((rv=hera_catcher_input_databuf_busywait_free(db, pkt_block_i)) != HASHPIPE_OK) {
+         if (rv == HASHPIPE_TIMEOUT){
+             pthread_exit(NULL);
+             return -1;
+         }
+         if (errno == EINTR) {
+             // Interrupted by signal, return -1
+             hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
+             pthread_exit(NULL);
+             return -1; // We're exiting so return value is kind of moot
+         } else {
+             hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+             pthread_exit(NULL);
+             return -1; // We're exiting so return value is kind of moot
+         }
        }
 
        // Initialize the newly acquired block
@@ -285,7 +291,7 @@ static inline uint32_t process_packet(
     }
 
     // Evaluate the location in the buffer to which to copy the packet data   
-    b = pkt_header.bcnt % BASELINES_PER_BLOCK;
+    b = (pkt_header.bcnt - cur_bcnt) % BASELINES_PER_BLOCK;
     x = pkt_header.xeng_id % N_XENGINES_PER_TIME;
     t = (pkt_header.mcnt/Nt) % TIME_DEMUX;  //Nt = 2
     o = pkt_header.offset;
@@ -447,11 +453,11 @@ static void *run(hashpipe_thread_args_t * args){
   int holdoff = 1;
 
   // Force ourself into the hold off state
-  //fprintf(stderr, "Setting CNETHOLD state to 1.Waiting for someone to set it to 0\n");
-  //hashpipe_status_lock_safe(&st);
-  //hputi4(st.buf, "CNETHOLD", 1);
-  //hputs(st.buf, status_key, "holding");
-  //hashpipe_status_unlock_safe(&st);
+  fprintf(stderr, "Setting CNETHOLD state to 1.Waiting for someone to set it to 0\n");
+  hashpipe_status_lock_safe(&st);
+  hputi4(st.buf, "CNETHOLD", 1);
+  hputs(st.buf, status_key, "holding");
+  hashpipe_status_unlock_safe(&st);
 
   while(holdoff) {
     sleep(1);

From c86ea9e509c051e13d4d25ed08677a5ce781bf22 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 1 Aug 2019 18:30:43 +0000
Subject: [PATCH 241/420] Rename

---
 ...st_redis_values.py => hera_catcher_test_bda_write_to_redis.py} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename src/scripts/{hera_catcher_test_redis_values.py => hera_catcher_test_bda_write_to_redis.py} (100%)

diff --git a/src/scripts/hera_catcher_test_redis_values.py b/src/scripts/hera_catcher_test_bda_write_to_redis.py
similarity index 100%
rename from src/scripts/hera_catcher_test_redis_values.py
rename to src/scripts/hera_catcher_test_bda_write_to_redis.py

From 995fd9543e579ee7926568cd297240f6c0aed32f Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 1 Aug 2019 18:32:12 +0000
Subject: [PATCH 242/420] Bring up the catcher machine with the BDA version

---
 src/scripts/hera_catcher_up_bda.py | 108 +++++++++++++++++++++++++++++
 1 file changed, 108 insertions(+)
 create mode 100644 src/scripts/hera_catcher_up_bda.py

diff --git a/src/scripts/hera_catcher_up_bda.py b/src/scripts/hera_catcher_up_bda.py
new file mode 100644
index 00000000..af1cc27e
--- /dev/null
+++ b/src/scripts/hera_catcher_up_bda.py
@@ -0,0 +1,108 @@
+import redis
+import time
+import argparse
+import subprocess
+import numpy as np
+
+perf_tweaker = 'tweak-perf-sn.sh'
+init = 'hera_catcher_init.sh'
+python_source_cmd = ['source', '~/hera-venv/bin/activate']
+template_cmd = ['hera_make_hdf5_template.py']
+config = '/home/hera/dgorthi/paper_gpu/src/bdaconfig/test_bda_192ants_nobda.txt'
+
+def run_on_hosts(hosts, cmd, user=None, wait=True):
+    if isinstance(cmd, str):
+        cmd = [cmd]
+    p = []
+    for host in hosts:
+        if user is None:
+            p += [subprocess.Popen(['ssh', '%s' % (host)] + cmd)]
+        else:
+            p += [subprocess.Popen(['ssh', '%s@%s' % (user, host)] + cmd)]
+    if wait:
+        for pn in p:
+            pn.wait()
+
+parser = argparse.ArgumentParser(description='Initialize the catcher machine and start hashpipe',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+
+parser.add_argument('host', type=str, help='Host to intialize')
+parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
+parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', 
+                    help='Place to put HDF5 header template file')
+parser.add_argument('-c', dest='bdaconfig', type=str, default='/tmp/config.h5',
+                    help='Place to put BDA config file')
+parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
+                    help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
+
+args = parser.parse_args()
+
+r = redis.Redis(args.redishost)
+
+## Run performance tweaking script
+#if args.runtweak:
+#    run_on_hosts([args.host], perf_tweaker, user='root', wait=True)
+#
+# Start Catcher
+print ('Start catcher hashpipe script')
+run_on_hosts([args.host], ['cd', '/data;', init, '0'], wait=False)
+
+# Start hashpipe<->redis gateways
+print('Establish redis gateway')
+cpu_mask = '0x0004'
+run_on_hosts([args.host], ['taskset', cpu_mask, 'hashpipe_redis_gateway.rb', '-g', args.host, '-i', '0'])
+
+# Wait for the gateways to come up
+time.sleep(15)
+
+# Generate the meta-data template
+print('Create template file')
+run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + [args.hdf5template], wait=True)
+
+# Copy config file to location request
+print('Copy config file')
+run_on_hosts([args.host], ['cp', config, args.bdaconfig], wait=True)
+
+#Configure runtime parameters
+catcher_dict = {
+  'HDF5TPLT' : args.hdf5template,
+  'BDACONF'  : args.bdaconfig,
+  'NFILES'   : 2,
+  'SYNCTIME' : time.time(),
+  'INTTIME'  : 64 * 2048,
+  'DISKMING' : 9999,
+#  'SYNCTIME' : r['corr:feng_sync_time'],
+#  'INTTIME'  : r['corr:acc_len'],
+  'TRIGGER'  : 0,
+}
+  
+# Reset various statistics counters
+
+pubchan = 'hashpipe://%s/%d/set' % (args.host, 0)
+for key, val in catcher_dict.iteritems():
+   r.publish(pubchan, '%s=%s' % (key, val))
+for v in ['NETWAT', 'NETREC', 'NETPRC']:
+    r.publish(pubchan, '%sMN=99999' % (v))
+    r.publish(pubchan, '%sMX=0' % (v))
+
+print('Write baseline dist to redis')
+# Use the bdaconfig file to write baselines per bin
+baselines = {}
+for n in range(4):
+    baselines[n] = []
+
+bdaconfig = np.loadtxt(config, dtype=np.int)
+for i,t in enumerate(bdaconfig[:,2]):
+    if (t==0): continue
+    n = int(np.log(t)/np.log(2))
+    if (n==4): n = 3
+    baselines[n].append((bdaconfig[i,0], bdaconfig[i,1]))
+
+for i in range(4):
+    r.publish(pubchan, 'NBL%dSEC=%d'  % (2**(i+1), len(baselines[i])))
+
+time.sleep(0.1)
+
+# Release nethread hold
+r.publish(pubchan, 'CNETHOLD=0')
+

From 5271fb07621331391d941c30fcb79868666aa3f4 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Fri, 2 Aug 2019 20:56:07 +0000
Subject: [PATCH 243/420] include bda scripts

---
 src/Makefile.am | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index 389cc43d..34b45cda 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -68,7 +68,8 @@ dist_bin_SCRIPTS = scripts/paper_init.sh \
 	           scripts/xtor_down.sh \
 	           scripts/xtor_up.py \
 	           scripts/hera_catcher_init.sh \
-	           scripts/hera_catcher_up.py \
+	           scripts/hera_catcher_up_bda.py \
+                   scripts/hera_fake_bda_output.py \
 	           scripts/hera_catcher_down.sh \
 	           scripts/hera_catcher_take_data.py \
 	           scripts/tweak-perf.sh \

From 3e0436430193a9765fbfbb5cb79dc6638e7be797 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Fri, 2 Aug 2019 20:57:24 +0000
Subject: [PATCH 244/420] move catcher init to catcher_up

---
 .../hera_catcher_test_bda_write_to_redis.py   | 49 -------------------
 src/scripts/hera_fake_bda_output.py           | 12 +++--
 src/scripts/hera_set_cnethold_trigger.py      |  9 ++++
 3 files changed, 17 insertions(+), 53 deletions(-)
 delete mode 100644 src/scripts/hera_catcher_test_bda_write_to_redis.py
 mode change 100644 => 100755 src/scripts/hera_fake_bda_output.py
 create mode 100644 src/scripts/hera_set_cnethold_trigger.py

diff --git a/src/scripts/hera_catcher_test_bda_write_to_redis.py b/src/scripts/hera_catcher_test_bda_write_to_redis.py
deleted file mode 100644
index 087dddfa..00000000
--- a/src/scripts/hera_catcher_test_bda_write_to_redis.py
+++ /dev/null
@@ -1,49 +0,0 @@
-import numpy as np
-import redis
-import time
-
-r = redis.Redis("redishost")
-
-hdf5template = '/tmp/template.h5'
-configfile = '/tmp/config.txt'
-synctime = time.time()
-inttime  = 64*2048
-nfiles = 2
-trigger = 1
-
-pubchan = 'hashpipe://hera-sn1.corr.hera.pvt/0/set'
-
-r.publish(pubchan, 'HDF5TPLT=%s' % hdf5template)
-r.publish(pubchan, 'SYNCTIME=%d' % int(synctime))
-r.publish(pubchan, 'INTTIME=%d' % inttime)
-r.publish(pubchan, 'NFILES=%d' % nfiles)
-r.publish(pubchan, 'DISKMING=9999');
-r.publish(pubchan, 'BDACONF=%s' % configfile)
-
-r.hset('hashpipe_bda','config', configfile)
-
-baselines = {}
-for n in range(4):
-    baselines[n] = []
-
-bdaconfig = np.loadtxt(configfile, dtype=np.int)
-for i,t in enumerate(bdaconfig[:,2]):
-    if (t==0): continue
-    n = int(np.log(t)/np.log(2))
-    if (n==4): n = 3
-    baselines[n].append((bdaconfig[i,0], bdaconfig[i,1]))
-
-for i in range(4):
-    r.publish(pubchan, 'NBL%dSEC=%d'  % (2**(i+1), len(baselines[i])))
-
-time.sleep(0.1)
-r.publish(pubchan, 'TRIGGER=%d' % trigger)
-
-for v in ['NETWAT', 'NETREC', 'NETPRC']:
-    r.publish(pubchan, '%sMN=99999' % (v))
-    r.publish(pubchan, '%sMX=0' % (v))
-
-r.publish(pubchan, 'NETDRPTL=0')
-
-# Release nethread hold
-r.publish(pubchan, 'CNETHOLD=0')
diff --git a/src/scripts/hera_fake_bda_output.py b/src/scripts/hera_fake_bda_output.py
old mode 100644
new mode 100755
index 4cc0dcd4..8f24452d
--- a/src/scripts/hera_fake_bda_output.py
+++ b/src/scripts/hera_fake_bda_output.py
@@ -1,3 +1,5 @@
+#!/usr/bin/env python
+
 # Imitate 16 xengs, 2 times, all baselines 
 # Send packets to catcher imitating the output
 # of all the xengs in the chain.
@@ -11,7 +13,7 @@
 parser = argparse.ArgumentParser(description='Generate FAKE output to test catcher pipeline with baseline dependent averaging',
                                  formatter_class=argparse.ArgumentDefaultsHelpFormatter)
 parser.add_argument('config', type=str, help='BDA config file')
-parser.add_argument('--catcher', type=str, default= '10.10.10.5',
+parser.add_argument('--catcher', type=str, default = '10.80.40.251',
                     help='IP address of the Catcher machine')
 args = parser.parse_args()
 
@@ -50,6 +52,8 @@
 
 bcnt = 0; mcnt = 0; ctr = 0;
 sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+sleep_time = 10e-7
+
 while True:
    ctr += 2
    mcnt = int(500e6 * ctr / (2 * 8192))
@@ -62,13 +66,13 @@
                    b = mcnt+((xeng_id//Nx)*2)
                    pkt = struct.pack('>1Q2I4H', b, bcnt, 0, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
                    sock.sendto(pkt, (udp_ip, udp_port))
-                   time.sleep(1e-3)
+                   time.sleep(sleep_time)
                    pkt = struct.pack('>1Q2I4H', b, bcnt, 1, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
                    sock.sendto(pkt, (udp_ip, udp_port))
-                   time.sleep(1e-3)
+                   time.sleep(sleep_time)
                    pkt = struct.pack('>1Q2I4H', b, bcnt, 2, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
                    sock.sendto(pkt, (udp_ip, udp_port))
-                   time.sleep(1e-3)
+                   time.sleep(sleep_time)
                bcnt += 1
 
 #def send_xeng(xeng_id):
diff --git a/src/scripts/hera_set_cnethold_trigger.py b/src/scripts/hera_set_cnethold_trigger.py
new file mode 100644
index 00000000..ade64edd
--- /dev/null
+++ b/src/scripts/hera_set_cnethold_trigger.py
@@ -0,0 +1,9 @@
+import numpy as np
+import redis
+
+r = redis.Redis('redishost')
+pubchan = 'hashpipe://%s/%d/set' %('hera-sn1',0)
+
+# Release nethread hold
+r.publish(pubchan, 'CNETHOLD=0')
+r.publish(pubchan,'TRIGGER=1')

From f8f1d811b188b348ac26ab5aa5cb8ccd9c2e5569 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Fri, 2 Aug 2019 20:58:44 +0000
Subject: [PATCH 245/420] move init to catcher_up

---
 src/scripts/hera_catcher_up_bda.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)
 mode change 100644 => 100755 src/scripts/hera_catcher_up_bda.py

diff --git a/src/scripts/hera_catcher_up_bda.py b/src/scripts/hera_catcher_up_bda.py
old mode 100644
new mode 100755
index af1cc27e..02a9f83b
--- a/src/scripts/hera_catcher_up_bda.py
+++ b/src/scripts/hera_catcher_up_bda.py
@@ -1,3 +1,5 @@
+#!/usr/bin/env python
+
 import redis
 import time
 import argparse
@@ -67,7 +69,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 catcher_dict = {
   'HDF5TPLT' : args.hdf5template,
   'BDACONF'  : args.bdaconfig,
-  'NFILES'   : 2,
+  'NFILES'   : 10,
   'SYNCTIME' : time.time(),
   'INTTIME'  : 64 * 2048,
   'DISKMING' : 9999,
@@ -105,4 +107,5 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 
 # Release nethread hold
 r.publish(pubchan, 'CNETHOLD=0')
+r.publish(pubchan, 'TRIGGER=1')
 

From f797272ee48630af2be897e602776007577de202 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Fri, 2 Aug 2019 20:59:35 +0000
Subject: [PATCH 246/420] include config file details

---
 src/scripts/hera_catcher_test_read_uvh5.py | 17 ++++++++++++++++-
 1 file changed, 16 insertions(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_test_read_uvh5.py b/src/scripts/hera_catcher_test_read_uvh5.py
index 9c4c7600..ff35ef57 100644
--- a/src/scripts/hera_catcher_test_read_uvh5.py
+++ b/src/scripts/hera_catcher_test_read_uvh5.py
@@ -1,6 +1,7 @@
 import numpy as np
-import matplotlib.pyplot as plt
+#import matplotlib.pyplot as plt
 import h5py
+import redis
 import argparse
 
 parser = argparse.ArgumentParser(description='Read uvh5 files written out by the BDA catcher hashpipe pipeline and plot data',
@@ -11,4 +12,18 @@
 fp = h5py.File(args.fname,'r')
 data = fp['Data']['visdata'].value
 
+# Check time array
+bdaconfig = '/tmp/config.txt'
+
+baselines = {}
+for n in range(4):
+    baselines[n] = []
+
+bdaconfig = np.loadtxt(configfile, dtype=np.int)
+for i,t in enumerate(bdaconfig[:,2]):
+    if (t==0): continue
+    n = int(np.log(t)/np.log(2))
+    if (n==4): n = 3
+    baselines[n].append((bdaconfig[i,0], bdaconfig[i,1]))
+
 

From f2d3d57e4419944293e8062328a77dccd18d7ab3 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Sun, 4 Aug 2019 21:34:59 +0000
Subject: [PATCH 247/420] Change fork conditional to make child process do work

---
 src/hera_catcher_disk_thread.c | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 91a8542b..68268c42 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -606,7 +606,7 @@ static void add_mc_obs(char *fname)
   fprintf(stdout, "Adding observation %s to M&C\n", fname);
   // Launch (hard-coded) python script in the background and pass in filename.
   sprintf(cmd, "/home/hera/hera-venv/bin/mc_add_observation.py %s", fname);
-  if (fork() != 0) {
+  if (fork() == 0) {
     err = system(cmd);
     if (err != 0) {
       fprintf(stderr, "Error adding observation %s to M&C\n", fname);
@@ -627,7 +627,7 @@ static void make_librarian_sessions(void)
   // We want to wait few seconds to give M&C a chance to finish importing the final file,
   // but don't want to hold up main thread execution.
   sprintf(cmd, "sleep 10; /home/hera/hera-venv/bin/librarian_assign_sessions.py local-correlator");
-  if (fork() != 0) {
+  if (fork() == 0) {
     err = system(cmd);
     if (err != 0) {
       fprintf(stderr, "Error creating new session in the librarian\n");

From faeb4ef98710e3b0590cb20463f71cb9ed3dd4de Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Tue, 6 Aug 2019 10:31:05 -0700
Subject: [PATCH 248/420] Add redis keys for RTP file lists and processing flag

---
 src/hera_catcher_disk_thread.c | 15 +++++++++++++--
 1 file changed, 13 insertions(+), 2 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 68268c42..882126d1 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -829,6 +829,9 @@ static void *run(hashpipe_thread_args_t * args)
     redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
     redisCommand(c, "EXPIRE corr:is_taking_data 60");
 
+    // Reinitialize the list of files taken this session
+    redisCommand(c, "DEL rtp:file_list");
+
     /* Loop(s) */
     int32_t *db_in32;
     int rv;
@@ -991,8 +994,10 @@ static void *run(hashpipe_thread_args_t * args)
                         hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
                         pthread_exit(NULL);
                     }
-                    // Have the librarian make new sessions.
-                    make_librarian_sessions();
+                    if (use_redis) {
+                      // Let RTP know we have a new session available
+                      redisCommand(c, "HMSET rtp:has_new_data state True");
+                    }
                     curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
                     curr_file_time = -1; //So the next trigger will start a new file
                     continue;
@@ -1008,9 +1013,15 @@ static void *run(hashpipe_thread_args_t * args)
             sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
             start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+            if (use_redis) {
+              redisCommand(c, "RPUSH rtp:file_list %s", hdf5_fname);
+            }
             sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
             start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+            if (use_redis) {
+              redisCommand(c, "RPUSH rtp:file_list %s", hdf5_fname);
+            }
             // Get the antenna positions and baseline orders
             // These are needed for populating the ant_[1|2]_array and uvw_array
             get_ant_pos(&sum_file, ant_pos);

From 73ffa5009669de6c0cc650e5f0b04f1777f4c9a8 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 20 Aug 2019 17:46:54 +0000
Subject: [PATCH 249/420] Set expiry timer every time is_taking_data redis key
 is updated

---
 src/hera_catcher_disk_thread.c | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 68268c42..541b0308 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -938,12 +938,14 @@ static void *run(hashpipe_thread_args_t * args)
                 // Create the "corr:is_taking_data" hash. This will be set to state=False
                 // when data taking is complete. Or if this pipeline exits the key will expire.
                 redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
+                redisCommand(c, "EXPIRE corr:is_taking_data 60");
             }
         } else if (file_cnt >= nfiles || idle) {
             // If we're transitioning to idle state
             // Indicate via redis that we're no longer taking data
             if (!idle) {
                 redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
+                redisCommand(c, "EXPIRE corr:is_taking_data 60");
             }
             idle = 1;
             // Mark input block as free and advance

From c61df829ea5e338b630379c65804a2adea3f0056 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 21 Aug 2019 01:12:30 +0000
Subject: [PATCH 250/420] Change the memspace dimensions for speedup

---
 src/hera_catcher_disk_thread_v2.c | 43 +++++++++++++++++++++----------
 1 file changed, 29 insertions(+), 14 deletions(-)

diff --git a/src/hera_catcher_disk_thread_v2.c b/src/hera_catcher_disk_thread_v2.c
index 15e79aad..b39ba4f4 100644
--- a/src/hera_catcher_disk_thread_v2.c
+++ b/src/hera_catcher_disk_thread_v2.c
@@ -135,7 +135,7 @@ static hid_t open_hdf5_from_template(char * sourcename, char * destname)
 static void init_data_dataset(hdf5_id_t *id){
 
    hsize_t data_dims[N_DATA_DIMS] = {bcnts_per_file, 1, N_CHAN_PROCESSED, N_STOKES};
-   hsize_t chunk_dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
+   hsize_t chunk_dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};
 
    hid_t file_space = H5Screate_simple(N_DATA_DIMS, data_dims, NULL);
 
@@ -698,8 +698,8 @@ static void *run(hashpipe_thread_args_t * args)
     //uint64_t *nsamples = (uint64_t *)malloc(bcnts_per_file * sizeof(uint64_t));
 
     // Define memory space of a block
-    hsize_t dims[DIM1] = {N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES};
-    hid_t mem_space_bl_per_write = H5Screate_simple(DIM1, dims, NULL);
+    hsize_t dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};
+    hid_t mem_space_bl_per_write = H5Screate_simple(N_DATA_DIMS, dims, NULL);
 
     // Define the memory space used by these buffers for HDF5 access
     // We write 1[baseline] x 1[spw] x N_CHAN_PROCESSED x N_STOKES at a time
@@ -848,6 +848,8 @@ static void *run(hashpipe_thread_args_t * args)
              
         for (bctr=0 ; bctr< BASELINES_PER_BLOCK; bctr += N_BL_PER_WRITE){
 
+          // We write N_BL_PER_WRITE at a time.
+          // these variables store the baseline numbers for the start and end of these blocks
           strt_bcnt = db_in->block[curblock_in].header.bcnt[bctr];
           stop_bcnt = db_in->block[curblock_in].header.bcnt[bctr+N_BL_PER_WRITE-1]; 
           //fprintf(stderr, "Start bcnt: %d\t Stop bcnt: %d\n", strt_bcnt, stop_bcnt);
@@ -861,13 +863,16 @@ static void *run(hashpipe_thread_args_t * args)
           min_t_ns = MIN(t_ns, min_t_ns);
           max_t_ns = MAX(t_ns, max_t_ns);
 
+          // If the start and end of this block belong in the same file AND
+          // The start of this block is not the start of a new file...
           if (((strt_bcnt / bcnts_per_file) == (stop_bcnt / bcnts_per_file)) &&
                (strt_bcnt % bcnts_per_file != 0)){
 
+             // If there is a file already open...
              // Copy all contents
              if (curr_file_bcnt >= 0){
-      
                 file_offset = strt_bcnt - curr_file_bcnt;
+                //fprintf(stdout, "Writing to offset: %d\n", file_offset);
                 clock_gettime(CLOCK_MONOTONIC, &w_start);
                 write_baseline_index(&sum_file, file_offset, N_BL_PER_WRITE, mem_space_bl_per_write, (uint64_t *)bl_buf_sum);
                 //write_baseline_index(&diff_file, file_offset, N_BL_PER_WRITE, mem_space_bl_per_write, (uint64_t *)bl_buf_diff);
@@ -887,22 +892,32 @@ static void *run(hashpipe_thread_args_t * args)
                 min_w_ns = MIN(w_ns, min_w_ns);
                 max_w_ns = MAX(w_ns, max_w_ns);
              }
-          }else{
-             // the block has a file boundary. If there is an open file, copy the relevant part of the block 
-             // and close the file. Open a new file for the rest of the block.
+          } else {
+             // the block has a file boundary OR this block starts with a new file.
 
-             if (strt_bcnt % bcnts_per_file == 0) break_bcnt = strt_bcnt;
-             else break_bcnt = ((strt_bcnt / bcnts_per_file) + 1) * bcnts_per_file;
+             
+             // Calculate the bcnt where we need to start a new file.
+             // This block might start at a new file. Otherwise
+             // We need a new file at the next bcnts_per_file boundary.
+             if (strt_bcnt % bcnts_per_file == 0){
+                break_bcnt = strt_bcnt;
+             } else {
+                 break_bcnt = ((strt_bcnt / bcnts_per_file) + 1) * bcnts_per_file;
+             }
              fprintf(stderr, "Breaking at bcnt: %d\n", break_bcnt);
-             if (break_bcnt % bcnts_per_file) fprintf(stderr,"Something is wrong\n");
+             if (break_bcnt % bcnts_per_file) {
+                fprintf(stderr,"Something is wrong\n");
+             }
 
+             // If there is an open file, copy the relevant part of the block 
+             // and close the file. Open a new file for the rest of the block.
              if (curr_file_bcnt >=0){
                  // copy data
                  nbls = break_bcnt - strt_bcnt;
                  //fprintf(stderr, "Copying till bcnt: %d\t Number of baselines: %d\n", break_bcnt, nbls);
                  if (nbls > 0){
-                    hsize_t start[DIM1] = {0};
-                    hsize_t count[DIM1] = {nbls * N_CHAN_PROCESSED * N_STOKES};
+                    hsize_t start[N_DATA_DIMS] = {0, 0, 0 ,0};
+                    hsize_t count[N_DATA_DIMS] = {nbls, 1, N_CHAN_PROCESSED, N_STOKES};
                     status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, NULL);
                     if (status < 0){
                        hashpipe_error(__FUNCTION__, "Failed to select hyperslab of shared databuf\n");
@@ -1005,8 +1020,8 @@ static void *run(hashpipe_thread_args_t * args)
 
              if (nbls > 0){
                 if (nbls % N_BL_PER_WRITE){
-                   hsize_t start[DIM1] = {block_offset * N_CHAN_PROCESSED * N_STOKES};
-                   hsize_t count[DIM1] = {nbls * N_CHAN_PROCESSED * N_STOKES};
+                   hsize_t start[N_DATA_DIMS] = {block_offset, 0, 0, 0};
+                   hsize_t count[N_DATA_DIMS] = {nbls, 1, N_CHAN_PROCESSED, N_STOKES};
                    status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, NULL);
                    if (status < 0){
                       hashpipe_error(__FUNCTION__, "Failed to select hyperslab of shared databuf\n");

From 0a0687dd9fb3f5ba0bd243e0b57148d1ef8a2e89 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 21 Aug 2019 02:43:05 +0000
Subject: [PATCH 251/420] Support redis sync time in ms

Doesn't yet support non-second values, but is consistent
with new F-engine syncing mechanism
---
 src/hera_catcher_disk_thread.c | 10 +++++-----
 src/scripts/hera_ctl.py        |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 541b0308..5d032369 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -573,9 +573,9 @@ static void get_ant_pos(hdf5_id_t *id, enu_t *ant_pos) {
 /*
 Turn an mcnt into a UNIX time in double-precision.
 */
-static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
+static double mcnt2time(uint64_t mcnt, uint64_t sync_time_ms)
 {
-    return sync_time + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
+    return (sync_time_ms / 1000.) + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
 }
 
 static void compute_time_array(double time, double *time_buf)
@@ -772,7 +772,7 @@ static void *run(hashpipe_thread_args_t * args)
     char hdf5_fname[128];
 
     // Variables for sync time and computed gps time / JD
-    uint32_t sync_time = 0;
+    uint64_t sync_time_ms = 0;
     double gps_time;
     double julian_time;
     // Variables for data collection parameters
@@ -904,7 +904,7 @@ static void *run(hashpipe_thread_args_t * args)
         hgets(st.buf, "HDF5TPLT", 128, template_fname);
 
         // Get time that F-engines were last sync'd
-        hgetu4(st.buf, "SYNCTIME", &sync_time);
+        hgetu8(st.buf, "SYNCTIME", &sync_time_ms);
 
         hgetu4(st.buf, "MSPERFIL", &ms_per_file);
 
@@ -973,7 +973,7 @@ static void *run(hashpipe_thread_args_t * args)
         db_in32 = (int32_t *)db_in->block[curblock_in].data;
 
         clock_gettime(CLOCK_MONOTONIC, &start);
-        gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt, sync_time);
+        gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt, sync_time_ms);
         //fprintf(stdout, "Processing new block with: mcnt: %lu (gps time: %lf)\n", db_in->block[curblock_in].header.mcnt, gps_time);
         julian_time = 2440587.5 + (gps_time / (double)(86400.0));
 
diff --git a/src/scripts/hera_ctl.py b/src/scripts/hera_ctl.py
index 0f7b4645..f2fea947 100755
--- a/src/scripts/hera_ctl.py
+++ b/src/scripts/hera_ctl.py
@@ -55,7 +55,7 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
 
 if args.action == 'start':
     # Calculate start MCNT
-    mcnt_origin = int(rdb['corr:feng_sync_time'])
+    mcnt_origin = int(int(rdb['corr:feng_sync_time'])/1000.)
     time_delay = args.starttime - mcnt_origin
     delay_mcnts = int(time_delay * mcnts_per_second())
     # round delay_mcnts down to an acceptable value

From 3125ac51b778e42e1c8300c72923fcd98e1d038a Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Fri, 23 Aug 2019 14:58:27 -0700
Subject: [PATCH 252/420] Reverse compatibility with old version...

... including the non-BDA catcher threads and functions to avoid recompling between switches.
---
 src/Makefile.am                               |  26 ++--
 ...ad_v2.c => hera_catcher_disk_thread_bda.c} |  26 ++--
 ...bda_v2.c => hera_catcher_net_thread_bda.c} |  38 ++---
 src/paper_databuf.c                           |  75 ++++++++++
 src/paper_databuf.h                           | 131 ++++++++++++++----
 5 files changed, 222 insertions(+), 74 deletions(-)
 rename src/{hera_catcher_disk_thread_v2.c => hera_catcher_disk_thread_bda.c} (97%)
 rename src/{hera_catcher_net_thread_bda_v2.c => hera_catcher_net_thread_bda.c} (94%)

diff --git a/src/Makefile.am b/src/Makefile.am
index 34b45cda..cde3b0f7 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -29,8 +29,10 @@ paper_threads = paper_fake_net_thread.c          \
                 hera_pktsock_thread.c            \
                 hera_fake_gpu_thread.c           \
 	            paper_crc_thread.c               \
-                hera_catcher_net_thread_bda_v2.c \
-                hera_catcher_disk_thread_v2.c    \
+                hera_catcher_net_thread_bda.c    \
+                hera_catcher_net_thread.c        \
+                hera_catcher_disk_thread_bda.c   \
+                hera_catcher_disk_thread.c       \
                 hera_gpu_bda_thread.c            \
                 hera_bda_output_thread.c         \
                 hera_null_thread.c               \
@@ -63,17 +65,17 @@ paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5 -lhiredis
 
 
 # Installed scripts
-dist_bin_SCRIPTS = scripts/paper_init.sh \
-	           scripts/paper_crc_init.sh \
-	           scripts/xtor_down.sh \
-	           scripts/xtor_up.py \
-	           scripts/hera_catcher_init.sh \
-	           scripts/hera_catcher_up_bda.py \
-                   scripts/hera_fake_bda_output.py \
-	           scripts/hera_catcher_down.sh \
+dist_bin_SCRIPTS = scripts/paper_init.sh         \
+	           scripts/paper_crc_init.sh         \
+	           scripts/xtor_down.sh              \
+	           scripts/xtor_up.py                \
+	           scripts/hera_catcher_init.sh      \
+	           scripts/hera_catcher_up_bda.py    \
+               scripts/hera_fake_bda_output.py   \
+	           scripts/hera_catcher_down.sh      \
 	           scripts/hera_catcher_take_data.py \
-	           scripts/tweak-perf.sh \
-	           scripts/hera_ctl.py \
+	           scripts/tweak-perf.sh             \
+	           scripts/hera_ctl.py               \
 	           scripts/hera_make_hdf5_template.py
 
 # Non-installed test programs
diff --git a/src/hera_catcher_disk_thread_v2.c b/src/hera_catcher_disk_thread_bda.c
similarity index 97%
rename from src/hera_catcher_disk_thread_v2.c
rename to src/hera_catcher_disk_thread_bda.c
index b39ba4f4..dbc8bf52 100644
--- a/src/hera_catcher_disk_thread_v2.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -1,5 +1,5 @@
 /*
- * hera_catcher_disk_thread.c
+ * hera_catcher_bda_disk_thread.c
  *
  * Writes correlated data to disk as hdf5 files.
  */
@@ -550,8 +550,8 @@ static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, i
     __m256i *out_diff256 = (__m256i *)out_diff;
 
     for(bcnt=0; bcnt<N_BL_PER_WRITE; bcnt++){
-       in_even256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt+bl, 0));
-       in_odd256 = (__m256i *)(in + hera_catcher_input_databuf_by_bcnt_idx32(bcnt+bl, 1));
+       in_even256 = (__m256i *)(in + hera_catcher_bda_input_databuf_by_bcnt_idx32(bcnt+bl, 0));
+       in_odd256 = (__m256i *)(in + hera_catcher_bda_input_databuf_by_bcnt_idx32(bcnt+bl, 1));
 
        for(chan=0; chan< N_CHAN_PROCESSED; chan++){
           val_even = _mm256_load_si256(in_even256 + chan);
@@ -589,8 +589,8 @@ static int init(hashpipe_thread_args_t *args)
 static void *run(hashpipe_thread_args_t * args)
 {
     // Local aliases to shorten access to args fields
-    // Our input buffer is a hera_catcher_input_databuf
-    hera_catcher_input_databuf_t *db_in = (hera_catcher_input_databuf_t *)args->ibuf;
+    // Our input buffer is a hera_catcher_bda_input_databuf
+    hera_catcher_bda_input_databuf_t *db_in = (hera_catcher_bda_input_databuf_t *)args->ibuf;
     hashpipe_status_t st = args->st;
     const char * status_key = args->thread_desc->skey;
 
@@ -728,7 +728,7 @@ static void *run(hashpipe_thread_args_t * args)
         redisCommand(c, "EXPIRE corr:is_taking_data 60");
 
         // Wait for new input block to be filled
-        while ((rv=hera_catcher_input_databuf_busywait_filled(db_in, curblock_in)) != HASHPIPE_OK) {
+        while ((rv=hera_catcher_bda_input_databuf_busywait_filled(db_in, curblock_in)) != HASHPIPE_OK) {
             if (rv==HASHPIPE_TIMEOUT) {
                 hashpipe_status_lock_safe(&st);
                 hputs(st.buf, status_key, "blocked_in");
@@ -817,7 +817,7 @@ static void *run(hashpipe_thread_args_t * args)
           }
           idle = 1;
           // Mark input block as free and advance
-          if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+          if(hera_catcher_bda_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
               hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
               pthread_exit(NULL);
           }
@@ -971,7 +971,7 @@ static void *run(hashpipe_thread_args_t * args)
                  // If this is the last file, mark this block done and get out of the loop
                  if (file_cnt >= nfiles) {
                      fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);
-                     if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+                     if(hera_catcher_bda_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
                          hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
                          pthread_exit(NULL);
                      }
@@ -1083,7 +1083,7 @@ static void *run(hashpipe_thread_args_t * args)
         hashpipe_status_unlock_safe(&st);
 
         // Mark input block as free and advance
-        if(hera_catcher_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
+        if(hera_catcher_bda_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
             hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
             pthread_exit(NULL);
         }
@@ -1097,16 +1097,16 @@ static void *run(hashpipe_thread_args_t * args)
     return NULL;
 }
  
-static hashpipe_thread_desc_t hera_catcher_disk_thread = {
-    name: "hera_catcher_disk_thread",
+static hashpipe_thread_desc_t hera_catcher_disk_thread_bda = {
+    name: "hera_catcher_disk_thread_bda",
     skey: "DISKSTAT",
     init: init,
     run:  run,
-    ibuf_desc: {hera_catcher_input_databuf_create},
+    ibuf_desc: {hera_catcher_bda_input_databuf_create},
     obuf_desc: {NULL}
 };
 
 static __attribute__((constructor)) void ctor()
 {
-  register_hashpipe_thread(&hera_catcher_disk_thread);
+  register_hashpipe_thread(&hera_catcher_disk_thread_bda);
 }
diff --git a/src/hera_catcher_net_thread_bda_v2.c b/src/hera_catcher_net_thread_bda.c
similarity index 94%
rename from src/hera_catcher_net_thread_bda_v2.c
rename to src/hera_catcher_net_thread_bda.c
index 7056d7ee..769a4bb1 100644
--- a/src/hera_catcher_net_thread_bda_v2.c
+++ b/src/hera_catcher_net_thread_bda.c
@@ -1,4 +1,4 @@
-/* hera_catcher_net_thread.c
+/* hera_catcher_bda_net_thread.c
  *
  * Routine to read packets sent to the catcher from 
  * network and put them into shared memory blocks. 
@@ -82,7 +82,7 @@ static inline int block_for_bcnt(uint32_t bcnt){
 // Initialize a block by clearing its "good data" flag and saving the 
 // bcnt of the first baseline in this block. The bcnt should be a multiple 
 // of BASELINES_PER_BLOCK.
-static inline void initialize_block(hera_catcher_input_databuf_t * db, uint64_t bcnt){
+static inline void initialize_block(hera_catcher_bda_input_databuf_t * db, uint64_t bcnt){
   int block_i = block_for_bcnt(bcnt);
   db->block[block_i].header.bcnt[0]   = bcnt;
   db->block[block_i].header.good_data = 0;
@@ -103,7 +103,7 @@ static inline void get_header(unsigned char *p_frame, packet_header_t *pkt_heade
 /* Set hashpipe block to filled */
 // This sets the "current" block to be marked as filled.
 // Returns bcnt of the block being marked filled.
-static uint32_t set_block_filled(hera_catcher_input_databuf_t *db, block_info_t *binfo){
+static uint32_t set_block_filled(hera_catcher_bda_input_databuf_t *db, block_info_t *binfo){
   static int last_filled = -1; 
 
   uint64_t block_missed_pkt_cnt;
@@ -129,7 +129,7 @@ static uint32_t set_block_filled(hera_catcher_input_databuf_t *db, block_info_t
   }
 
   // Set the block as filled
-  if(hera_catcher_input_databuf_set_filled(db, block_i) != HASHPIPE_OK){
+  if(hera_catcher_bda_input_databuf_set_filled(db, block_i) != HASHPIPE_OK){
     hashpipe_error(__FUNCTION__, "error waiting for databuf filled call");
     pthread_exit(NULL);
   }
@@ -192,13 +192,13 @@ static inline void initialize_block_info(block_info_t * binfo){
 // (i.e. when marking a block as filled)!!!
 
 //static inline uint32_t process_packet(
-//  hera_catcher_input_databuf_t *db, unsigned char *p_frame){
+//  hera_catcher_bda_input_databuf_t *db, unsigned char *p_frame){
 //  uint32_t netbcnt = 32;
 //  return netbcnt;
 //}
 
 static inline uint32_t process_packet(
-  hera_catcher_input_databuf_t *db, unsigned char *p_frame){
+  hera_catcher_bda_input_databuf_t *db, unsigned char *p_frame){
 
   static block_info_t binfo;
   packet_header_t pkt_header;
@@ -266,7 +266,7 @@ static inline uint32_t process_packet(
        binfo.block_i = (binfo.block_i+1) % CATCHER_N_BLOCKS; 
 
        // Wait (hopefully not long!) to acquire the block after next.
-       while((rv=hera_catcher_input_databuf_busywait_free(db, pkt_block_i)) != HASHPIPE_OK) {
+       while((rv=hera_catcher_bda_input_databuf_busywait_free(db, pkt_block_i)) != HASHPIPE_OK) {
          if (rv == HASHPIPE_TIMEOUT){
              pthread_exit(NULL);
              return -1;
@@ -295,7 +295,7 @@ static inline uint32_t process_packet(
     x = pkt_header.xeng_id % N_XENGINES_PER_TIME;
     t = (pkt_header.mcnt/Nt) % TIME_DEMUX;  //Nt = 2
     o = pkt_header.offset;
-    pkt_offset = hera_catcher_input_databuf_pkt_offset(b, t, x, o);
+    pkt_offset = hera_catcher_bda_input_databuf_pkt_offset(b, t, x, o);
     //fprintf(stderr, "bcnt-loc:%d\txeng:%d\ttime:%d\tpktoffset:%d\n",b,x,t,o);
     //fprintf(stderr, "offset: %d\n", pkt_offset);
     
@@ -334,7 +334,7 @@ static inline uint32_t process_packet(
   else if(pkt_bcnt_dist < 0  && pkt_bcnt_dist > -LATE_PKT_BCNT_THRESHOLD) {
     // Issue warning if not after a reset
     if (cur_bcnt >= binfo.bcnt_log_late) {
-       hashpipe_warn("hera_catcher_net_thread", 
+       hashpipe_warn("hera_catcher_bda_net_thread", 
            "Ignorning late packet (%d bcnts late)", 
             cur_bcnt - pkt_bcnt);
     }
@@ -344,7 +344,7 @@ static inline uint32_t process_packet(
   else {
     // If not at start-up and this is the first out of order packet, issue warning.
     if (cur_bcnt !=0 && binfo.out_of_seq_cnt == 0) {
-       hashpipe_warn("hera_catcher_net_thread", "out of seq bcnt %012lx (expected: %012lx <= bcnt < %012x)", 
+       hashpipe_warn("hera_catcher_bda_net_thread", "out of seq bcnt %012lx (expected: %012lx <= bcnt < %012x)", 
                       pkt_bcnt, cur_bcnt, cur_bcnt+3*BASELINES_PER_BLOCK);
     }
 
@@ -360,7 +360,7 @@ static inline uint32_t process_packet(
       binfo.block_i = block_for_bcnt(pkt_header.bcnt);
       binfo.bcnt_log_late = binfo.bcnt_start + BASELINES_PER_BLOCK;
 
-      hashpipe_warn("hera_catcher_net_thread", 
+      hashpipe_warn("hera_catcher_bda_net_thread", 
       "resetting to bcnt %012lx block %d based on packet bcnt %012lx",
                      binfo.bcnt_start, binfo.block_i, pkt_header.bcnt);
 
@@ -443,7 +443,7 @@ static int init(hashpipe_thread_args_t *args){
 static void *run(hashpipe_thread_args_t * args){
   // Local aliases to shorten access to args fields
   // Our output buffer happens to be a paper_input_databuf
-  hera_catcher_input_databuf_t *db = (hera_catcher_input_databuf_t *)args->obuf;
+  hera_catcher_bda_input_databuf_t *db = (hera_catcher_bda_input_databuf_t *)args->obuf;
   hashpipe_status_t st = args->st;
   const char *status_key = args->thread_desc->skey;
 
@@ -475,7 +475,7 @@ static void *run(hashpipe_thread_args_t * args){
   fprintf(stderr,"Waiting to acquire two blocks to start!\n");
 
   // Acquire first two blocks to start
-  if(hera_catcher_input_databuf_busywait_free(db, 0) != HASHPIPE_OK){
+  if(hera_catcher_bda_input_databuf_busywait_free(db, 0) != HASHPIPE_OK){
     if (errno == EINTR){
       // Interrupted by signal, return -1
       hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
@@ -484,7 +484,7 @@ static void *run(hashpipe_thread_args_t * args){
         hashpipe_error(__FUNCTION__, "error waiting for free databuf");
         pthread_exit(NULL);
     }
-  }if(hera_catcher_input_databuf_busywait_free(db, 1) != HASHPIPE_OK){
+  }if(hera_catcher_bda_input_databuf_busywait_free(db, 1) != HASHPIPE_OK){
     if (errno == EINTR){
       // Interrupted by signal, return -1
       hashpipe_error(__FUNCTION__, "interrupted by signal waiting for free databuf");
@@ -576,7 +576,7 @@ static void *run(hashpipe_thread_args_t * args){
     packet_count++;
     
     // Copy packet into any blocks where it belongs.
-    uint32_t bcnt = process_packet((hera_catcher_input_databuf_t *)db, p_frame);
+    uint32_t bcnt = process_packet((hera_catcher_bda_input_databuf_t *)db, p_frame);
 
     // Release frame back to kernel
     hashpipe_pktsock_release_frame(p_frame);
@@ -670,18 +670,18 @@ static void *run(hashpipe_thread_args_t * args){
   return NULL;
 }
 
-static hashpipe_thread_desc_t hera_catcher_net_thread = {
-    name: "hera_catcher_net_thread",
+static hashpipe_thread_desc_t hera_catcher_net_thread_bda = {
+    name: "hera_catcher_net_thread_bda",
     skey: "CNETSTAT",
     init: init,
     run:  run,
     ibuf_desc: {NULL},
-    obuf_desc: {hera_catcher_input_databuf_create}
+    obuf_desc: {hera_catcher_bda_input_databuf_create}
 };
 
 static __attribute__((constructor)) void ctor()
 {
-  register_hashpipe_thread(&hera_catcher_net_thread);
+  register_hashpipe_thread(&hera_catcher_net_thread_bda);
 }
 
 // vi: set ts=8 sw=4 noet :
diff --git a/src/paper_databuf.c b/src/paper_databuf.c
index 13cece11..2f98dca6 100644
--- a/src/paper_databuf.c
+++ b/src/paper_databuf.c
@@ -206,6 +206,81 @@ hashpipe_databuf_t *hera_catcher_input_databuf_create(int instance_id, int datab
         instance_id, databuf_id, header_size, block_size, n_block);
 }
 
+// BDA versions
+int hera_catcher_bda_input_databuf_wait_free(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "wait free");
+    rv = hashpipe_databuf_wait_free((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "got  free");
+    return rv;
+}
+
+int hera_catcher_bda_input_databuf_busywait_free(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "busy-wait free");
+    rv = hashpipe_databuf_busywait_free((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "busy-got  free");
+    return rv;
+}
+
+int hera_catcher_bda_input_databuf_wait_filled(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "wait fill");
+    rv = hashpipe_databuf_wait_filled((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "got  fill");
+    return rv;
+}
+
+int hera_catcher_bda_input_databuf_busywait_filled(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "busy-wait fill");
+    rv = hashpipe_databuf_busywait_filled((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "busy-got  fill");
+    return rv;
+}
+
+int hera_catcher_bda_input_databuf_set_free(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    SEMLOG(d, "set  free");
+    return hashpipe_databuf_set_free((hashpipe_databuf_t *)d, block_id);
+}
+
+int hera_catcher_bda_input_databuf_set_filled(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    SEMLOG(d, "set  fill");
+    return hashpipe_databuf_set_filled((hashpipe_databuf_t *)d, block_id);
+}
+
+hashpipe_databuf_t *hera_catcher_bda_input_databuf_create(int instance_id, int databuf_id)
+{
+#ifdef DEBUG_SEMS
+    // Init clock variables
+    if(databuf_id==1) {
+        clock_gettime(CLOCK_MONOTONIC, &start);
+        now.tv_sec = start.tv_sec;
+        now.tv_nsec = start.tv_nsec;
+    }
+#endif
+
+    /* Calc databuf sizes */
+    size_t header_size = sizeof(hashpipe_databuf_t)
+                       + sizeof(hashpipe_databuf_cache_alignment);
+    size_t block_size  = sizeof(hera_catcher_bda_input_block_t);
+    int    n_block = CATCHER_N_BLOCKS;
+    //fprintf(stderr, "size_t: %u, block size: %lu, nblocks size: %u\n", 
+    //        (uint32_t)sizeof(size_t),(uint64_t)block_size, (uint32_t)n_block);
+    //fprintf(stderr, "header size: %u, words: %lu\n", (uint32_t)header_size, 
+    //        (uint64_t)(PACKETS_PER_BLOCK*OUTPUT_BYTES_PER_PACKET));
+
+    return hashpipe_databuf_create(
+        instance_id, databuf_id, header_size, block_size, n_block);
+}
+
+
 hashpipe_databuf_t *paper_gpu_input_databuf_create(int instance_id, int databuf_id)
 {
 #ifdef DEBUG_SEMS
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 4d1973b3..16ab0272 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -298,29 +298,59 @@ typedef struct hera_bda_databuf{
  * CATCHER BUFFER STRUCTURES     
  */
 
-#define CATCHER_N_BLOCKS        4
-// Correlator Output parameters
 #define CATCHER_PORT            10000
 #define OUTPUT_BYTES_PER_PACKET (4096)
+#define CATCHER_N_BLOCKS        4
 #define CATCHER_CHAN_SUM        1
+#define XENG_CHAN_SUM           4
+#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL/XENG_CHAN_SUM * (N_INPUTS * ((N_INPUTS>>1) + 1)))
+#define VIS_MATRIX_ENTRIES_PER_CHAN (N_INPUTS * ((N_INPUTS>>1) + 1))
+#define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
 #define N_STOKES                4
-#define BASELINES_PER_BLOCK     256 //8192
 
-#define CHAN_PER_CATCHER_PKT   (OUTPUT_BYTES_PER_PACKET/(N_STOKES * 8L))                    // 128
-#define PACKETS_PER_BASELINE   (N_CHAN_TOTAL/CHAN_PER_CATCHER_PKT)                          //  48
-#define PACKETS_PER_BL_PER_X   (PACKETS_PER_BASELINE/N_XENGINES_PER_TIME)                   //   3
-#define PACKETS_PER_BLOCK      (BASELINES_PER_BLOCK * TIME_DEMUX * PACKETS_PER_BASELINE)    // 1572864
+typedef struct hera_catcher_input_header{
+  uint64_t mcnt;
+  uint64_t good_data;
+  //uint8_t flags[VIS_MATRIX_ENTRIES*TIME_DEMUX];
+} hera_catcher_input_header_t;
 
-#define BYTES_PER_BLOCK        (PACKETS_PER_BLOCK * OUTPUT_BYTES_PER_PACKET)                // 6GB
+typedef uint8_t hera_catcher_input_header_cache_alignment[
+  CACHE_ALIGNMENT - (sizeof(hera_catcher_input_header_t)%CACHE_ALIGNMENT)
+];
 
-#define hera_bda_buf_data_offset(l, s, b, o) \
-  ((((l)*(b)*N_CHAN_PER_X*N_STOKES)+((s)*N_CHAN_PER_X*N_STOKES)+((o)*CHAN_PER_CATCHER_PKT*N_STOKES))*2)
+typedef struct hera_catcher_input_block {
+  hera_catcher_input_header_t header;
+  hera_catcher_input_header_cache_alignment padding; // Maintain cache alignment
+  uint64_t data[VIS_MATRIX_ENTRIES*TIME_DEMUX];
+} hera_catcher_input_block_t;
 
+typedef struct hera_catcher_input_databuf {
+  hashpipe_databuf_t header;
+  hashpipe_databuf_cache_alignment padding; // Maintain cache alignment
+  hera_catcher_input_block_t block[CATCHER_N_BLOCKS];
+} hera_catcher_input_databuf_t;
 
-//entries_per_block = (BASELINES_PER_BLOCK * N_CHAN_TOTAL * TIME_DEMUX * N_STOKES)
+// Catcher input buffer has dimensions:
+// n-xengines x n-baselines x nchans-per-x x time-demux x stokes x real/imag
+#define hera_catcher_input_databuf_idx32(t, x, o) \
+  (2L*TIME_DEMUX*(VIS_MATRIX_ENTRIES_PER_CHAN * (N_CHAN_PER_X/XENG_CHAN_SUM)*(x)) + (TIME_DEMUX*((o)>>2)) + (2*N_STOKES*(t)))
+#define hera_catcher_input_databuf_by_bl_idx32(x, b) \
+  (2L*TIME_DEMUX*(N_CHAN_PER_X/XENG_CHAN_SUM)*((VIS_MATRIX_ENTRIES_PER_CHAN * (x)) + (N_STOKES*(b))))
 
 
-// == hera_catcher_input_databuf_t ==
+/* 
+ * CATCHER -- BDA
+ * Structures and parameters
+ */
+
+#define BASELINES_PER_BLOCK     256 //8192
+#define CHAN_PER_CATCHER_PKT   (OUTPUT_BYTES_PER_PACKET/(N_STOKES * 8L))                    // 128
+#define PACKETS_PER_BASELINE   (N_CHAN_TOTAL/CHAN_PER_CATCHER_PKT)                          //  48
+#define PACKETS_PER_BL_PER_X   (PACKETS_PER_BASELINE/N_XENGINES_PER_TIME)                   //   3
+#define PACKETS_PER_BLOCK      (BASELINES_PER_BLOCK * TIME_DEMUX * PACKETS_PER_BASELINE)    // 1572864
+#define BYTES_PER_BLOCK        (PACKETS_PER_BLOCK * OUTPUT_BYTES_PER_PACKET)                // 6GB
+
+// == hera_catcher_bda_input_databuf_t ==
 //
 // * catcher net thread output
 // * catcher disk thread input
@@ -337,42 +367,40 @@ typedef struct hera_bda_databuf{
 //                                                  s2
 //                                                  s3
 
-#define  hera_catcher_input_databuf_pkt_offset(b, t, x, o) \
+#define hera_bda_buf_data_offset(l, s, b, o) \
+  ((((l)*(b)*N_CHAN_PER_X*N_STOKES)+((s)*N_CHAN_PER_X*N_STOKES)+((o)*CHAN_PER_CATCHER_PKT*N_STOKES))*2)
+
+#define  hera_catcher_bda_input_databuf_pkt_offset(b, t, x, o) \
      (((b)*TIME_DEMUX*PACKETS_PER_BASELINE) + ((t)*PACKETS_PER_BASELINE) + ((x)*PACKETS_PER_BL_PER_X) + (o))
 
-#define hera_catcher_input_databuf_by_bcnt_idx32(b,s) \
+#define hera_catcher_bda_input_databuf_by_bcnt_idx32(b,s) \
       (((b)*TIME_DEMUX + (s))*N_CHAN_TOTAL*N_STOKES*2)
 
-typedef struct hera_catcher_input_header{
+typedef struct hera_catcher_bda_input_header{
   uint64_t good_data;
   uint32_t bcnt[BASELINES_PER_BLOCK];        // starting value of baseline_id for this block
   uint64_t mcnt[BASELINES_PER_BLOCK];        // times are diff for each baseline 
   uint16_t ant_pair_0[BASELINES_PER_BLOCK];  // list of antennas in this block
   uint16_t ant_pair_1[BASELINES_PER_BLOCK]; 
   //uint8_t flags[BASELINES_PER_BLOCK];
-} hera_catcher_input_header_t;
+} hera_catcher_bda_input_header_t;
 
-typedef uint8_t hera_catcher_input_header_cache_alignment[
-  CACHE_ALIGNMENT - (sizeof(hera_catcher_input_header_t)%CACHE_ALIGNMENT)
+typedef uint8_t hera_catcher_bda_input_header_cache_alignment[
+  CACHE_ALIGNMENT - (sizeof(hera_catcher_bda_input_header_t)%CACHE_ALIGNMENT)
 ];
 
-typedef struct hera_catcher_input_block {
-  hera_catcher_input_header_t header;
-  hera_catcher_input_header_cache_alignment padding; // Maintain cache alignment
+typedef struct hera_catcher_bda_input_block {
+  hera_catcher_bda_input_header_t header;
+  hera_catcher_bda_input_header_cache_alignment padding; // Maintain cache alignment
   uint32_t data[BYTES_PER_BLOCK/sizeof(uint32_t)];
-} hera_catcher_input_block_t;
+} hera_catcher_bda_input_block_t;
 
-typedef struct hera_catcher_input_databuf {
+typedef struct hera_catcher_bda_input_databuf {
   hashpipe_databuf_t header;
   hashpipe_databuf_cache_alignment padding; // Maintain cache alignment
-  hera_catcher_input_block_t block[CATCHER_N_BLOCKS];
-} hera_catcher_input_databuf_t;
+  hera_catcher_bda_input_block_t block[CATCHER_N_BLOCKS];
+} hera_catcher_bda_input_databuf_t;
 
-#define XENG_CHAN_SUM 1
-#define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL/XENG_CHAN_SUM * (N_INPUTS * ((N_INPUTS>>1) + 1)))
-#define VIS_MATRIX_ENTRIES_PER_CHAN (N_INPUTS * ((N_INPUTS>>1) + 1))
-
-//#define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
 
 /*
  * INPUT BUFFER FUNCTIONS
@@ -461,6 +489,49 @@ int hera_catcher_input_databuf_set_free(hera_catcher_input_databuf_t *d, int blo
 
 int hera_catcher_input_databuf_set_filled(hera_catcher_input_databuf_t *d, int block_id);
 
+/* 
+ * CATCHER BDA BUFFER FUNCTIONS
+ */
+
+hashpipe_databuf_t *hera_catcher_bda_input_databuf_create(int instance_id, int databuf_id);
+
+static inline hera_catcher_bda_input_databuf_t *hera_catcher_bda_input_databuf_attach(int instance_id, int databuf_id)
+{
+    return (hera_catcher_bda_input_databuf_t *)hashpipe_databuf_attach(instance_id, databuf_id);
+}
+
+static inline int hera_catcher_bda_input_databuf_detach(hera_catcher_bda_input_databuf_t *d)
+{
+    return hashpipe_databuf_detach((hashpipe_databuf_t *)d);
+}
+
+static inline void hera_catcher_bda_input_databuf_clear(hera_catcher_bda_input_databuf_t *d)
+{
+    hashpipe_databuf_clear((hashpipe_databuf_t *)d);
+}
+
+static inline int hera_catcher_bda_input_databuf_block_status(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_block_status((hashpipe_databuf_t *)d, block_id);
+}
+
+static inline int hera_catcher_bda_input_databuf_total_status(hera_catcher_bda_input_databuf_t *d)
+{
+    return hashpipe_databuf_total_status((hashpipe_databuf_t *)d);
+}
+
+int hera_catcher_bda_input_databuf_wait_free(hera_catcher_bda_input_databuf_t *d, int block_id);
+
+int hera_catcher_bda_input_databuf_busywait_free(hera_catcher_bda_input_databuf_t *d, int block_id);
+
+int hera_catcher_bda_input_databuf_wait_filled(hera_catcher_bda_input_databuf_t *d, int block_id);
+
+int hera_catcher_bda_input_databuf_busywait_filled(hera_catcher_bda_input_databuf_t *d, int block_id);
+
+int hera_catcher_bda_input_databuf_set_free(hera_catcher_bda_input_databuf_t *d, int block_id);
+
+int hera_catcher_bda_input_databuf_set_filled(hera_catcher_bda_input_databuf_t *d, int block_id);
+
 
 /*
  * GPU INPUT BUFFER FUNCTIONS

From 2965c9cfb42fb4d8eee94ad0beac38842b712dc9 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Sun, 25 Aug 2019 18:09:34 -0700
Subject: [PATCH 253/420] Make compatible with latest hashpipe

---
 src/hera_catcher_net_thread.c | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 6ec5fa5d..6cba7a8a 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -494,35 +494,35 @@ static void *run(hashpipe_thread_args_t * args)
 
 	    // Get and put min and max values.  The "get-then-put" allows the
 	    // user to reset the min max values in the status buffer.
-	    hgeti8(st.buf, "NETWATMN", (long long *)&status_ns);
+	    hgeti8(st.buf, "NETWATMN", (long *)&status_ns);
 	    status_ns = MIN(min_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMN", status_ns);
 
-            hgeti8(st.buf, "NETRECMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMN", (long *)&status_ns);
 	    status_ns = MIN(min_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMN", status_ns);
 
-            hgeti8(st.buf, "NETPRCMN", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMN", (long *)&status_ns);
 	    status_ns = MIN(min_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMN", status_ns);
 
-            hgeti8(st.buf, "NETWATMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETWATMX", (long *)&status_ns);
 	    status_ns = MAX(max_wait_ns, status_ns);
             hputi8(st.buf, "NETWATMX", status_ns);
 
-            hgeti8(st.buf, "NETRECMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETRECMX", (long *)&status_ns);
 	    status_ns = MAX(max_recv_ns, status_ns);
             hputi8(st.buf, "NETRECMX", status_ns);
 
-            hgeti8(st.buf, "NETPRCMX", (long long *)&status_ns);
+            hgeti8(st.buf, "NETPRCMX", (long *)&status_ns);
 	    status_ns = MAX(max_proc_ns, status_ns);
             hputi8(st.buf, "NETPRCMX", status_ns);
 
             hputu8(st.buf, "NETPKTS",  pktsock_pkts);
             hputu8(st.buf, "NETDROPS", pktsock_drops);
 
-            hgetu8(st.buf, "NETPKTTL", (long long unsigned int*)&pktsock_pkts_total);
-            hgetu8(st.buf, "NETDRPTL", (long long unsigned int*)&pktsock_drops_total);
+            hgetu8(st.buf, "NETPKTTL", (long unsigned int*)&pktsock_pkts_total);
+            hgetu8(st.buf, "NETDRPTL", (long unsigned int*)&pktsock_drops_total);
             hputu8(st.buf, "NETPKTTL", pktsock_pkts_total + pktsock_pkts);
             hputu8(st.buf, "NETDRPTL", pktsock_drops_total + pktsock_drops);
 

From 394294cead3b4cd3307134e813594edaf7f50eb6 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Sun, 25 Aug 2019 18:17:29 -0700
Subject: [PATCH 254/420] remove debugging print statements

---
 src/hera_bda_output_thread.c | 11 --------
 src/hera_gpu_bda_thread.c    | 54 ++----------------------------------
 2 files changed, 3 insertions(+), 62 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 2fe95671..41f69352 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -31,8 +31,6 @@
 
 #define CONVERT(x)        (htobe32((x)))
 
-//#define PRINT_TEST
-
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
 
@@ -155,8 +153,6 @@ static void *run(hashpipe_thread_args_t * args)
    hputu4(st.buf, "OUTDUMPS", 0);
    hashpipe_status_unlock_safe(&st);
 
-   fprintf(stderr,"Opening socket, starting main loop..\n");
-
    pkt_t pkt;
    pkt.hdr.xeng_id = XENG_ID(xengine_id);
    pkt.hdr.payload_len = PAYLOAD_LEN(OUTPUT_BYTES_PER_PACKET);
@@ -248,9 +244,6 @@ static void *run(hashpipe_thread_args_t * args)
      for(j=0; j<N_BDABUF_BINS; j++){ //intbuf loop
 
          n_samples = N_MAX_INTTIME/(1<<j);
-     #ifdef PRINT_TEST
-         fprintf(stderr,"Sending buffer: %d\n", j);         
-     #endif
          offset = 0;
          clock_gettime(CLOCK_MONOTONIC, &pkt_start);
  
@@ -268,10 +261,6 @@ static void *run(hashpipe_thread_args_t * args)
            
              for(chan=0; chan<N_CHAN_PER_X; chan+= CHAN_PER_CATCHER_PKT){
 
-             #ifdef PRINT_TEST
-               //fprintf(stderr,"Bin:%d\tBaseline:%ld\tSample:%d\tChan:%d\n",j,bl,i,chan);
-             #endif
-
                pkt.hdr.offset = OFFSET(offset);
                datoffset = 0;
                //datoffset = hera_bda_buf_data_offset(n_samples, i, bl, offset);
diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index 0f28469a..2e9bdd2e 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -23,11 +23,11 @@
 #include "hashpipe.h"
 #include "paper_databuf.h"
 
+#define PRINT_TEST
+
 #define LOG(x)           ((uint32_t)(log((x))/log(2))) // yields msb loc
 #define CHECK_PWR2(x)    (!((x)&((x)-1)))
 
-#define PRINT_TEST
-
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
 
@@ -181,8 +181,6 @@ static int init_bda_info(bda_info_t *binfo, char *config_fname){
    int j, a0, a1, inttime, bin;
    uint32_t blctr[] = {0,0,0,0,0};
 
-   fprintf(stderr,"Loading config file..\n");
-
    if((fp=fopen(config_fname,"r")) == NULL){
       printf("Cannot open the configuration file.\n");
       exit(1);
@@ -205,8 +203,6 @@ static int init_bda_info(bda_info_t *binfo, char *config_fname){
    }
    binfo[N_BDABUF_BINS-1].baselines += blctr[N_BDABUF_BINS]; // 32sec considered as 16sec integration
 
-   fprintf(stderr,"Finished loading config file. Allocating memory to store baseline pairs.\n");
-
    // malloc for storing ant pairs
    for(j=0; j<N_BDABUF_BINS; j++){
      binfo[j].ant_pair_0 = (int *)malloc(binfo[j].baselines * sizeof(int));
@@ -219,27 +215,9 @@ static int init_bda_info(bda_info_t *binfo, char *config_fname){
      if(bin>=N_BDABUF_BINS) bin=N_BDABUF_BINS-1;
      binfo[bin].ant_pair_0[blctr[bin]] = a0;
      binfo[bin].ant_pair_1[blctr[bin]++] = a1;
-     //fprintf(stderr,"Bin: %d Ctr: %d\n", bin, blctr[bin]);
    }
    fclose(fp);
 
-   // Include the autos
-   //for(a0=0;a0<N_ANTS;a0++){
-   //  binfo[0].ant_pair_0[blctr[0]] = a0;
-   //  binfo[0].ant_pair_1[blctr[0]++] = a0;
-   //}
-
-#ifdef PRINT_TEST
-   fprintf(stderr,"Finished loading config file. Allocating memory..\n");
-   
-   for(j=0; j<N_BDABUF_BINS; j++){
-     fprintf(stderr,"init_binfo(): Bin:%d\tBaselines:%d\n",j, binfo[j].baselines);
-     //for(i=0; i<binfo[j].baselines;i++){
-     //  fprintf(stderr,"%d \t",binfo[j].ant_pair_0[i]);
-     //}
-   }
-#endif
-
    // Success!   
    return 0; 
 } 
@@ -250,11 +228,7 @@ static int init_bda_block_header(hera_bda_block_t *bdablk){
 
    for(j=0; j<N_BDABUF_BINS; j++){
      bdablk->header[j].baselines = binfo[j].baselines;
-#ifdef PRINT_TEST
-   fprintf(stderr, "init_bda_block_header(): Bin: %d Baselines: %ld\n", j, bdablk->header[j].baselines);
-#endif
      for(i=0; i<binfo[j].baselines; i++){
-       //fprintf(stderr, "%d\t", i);
        bdablk->header[j].ant_pair_0[i] = binfo[j].ant_pair_0[i];
        bdablk->header[j].ant_pair_1[i] = binfo[j].ant_pair_1[i];
      }
@@ -273,9 +247,6 @@ static int init(struct hashpipe_thread_args *args)
  
    // Get sizing parameters
    xgpuInfo(&xgpu_info);
-   //bytes_per_dump = xgpu_info.triLength * sizeof(Complex);
-   //packets_per_dump = bytes_per_dump / OUTPUT_BYTES_PER_PACKET;
-   //printf("bytes_per_dump = %lu\n", bytes_per_dump);
 
    if(init_idx_map()) {
      return -1;
@@ -287,7 +258,7 @@ static int init(struct hashpipe_thread_args *args)
    hashpipe_status_unlock_safe(&st);
 
    if (config_fname!=NULL){
-      sprintf(config_fname, "bda_config_192ants_nobda.txt"); 
+      sprintf(config_fname, "/home/deepthi/paper_gpu/src/bdaconfig/test_bda_192ants_nobda.txt"); 
    }
 
    // Initialize binfo with config file params
@@ -343,8 +314,6 @@ static void *run(hashpipe_thread_args_t * args)
    hashpipe_status_t st = args->st;
    const char *status_key = args->thread_desc->skey;
 
-   fprintf(stderr,"Initializing BDA buffers..\n");
-
    /* Main loop */
    int rv;
    uint64_t total_baselines = 0;
@@ -415,11 +384,6 @@ static void *run(hashpipe_thread_args_t * args)
 
      clock_gettime(CLOCK_MONOTONIC, &start);
 
-     #ifdef PRINT_TEST
-     fprintf(stderr,"Sample: %ld\t GPU Block In: %d\t BDA Block Out: %d\n",
-                    sample, curblock_in, curblock_out);
-     #endif
-
      // Note processing status, current input block
      hashpipe_status_lock_safe(&st);
      hputs(st.buf, status_key, "processing");
@@ -437,10 +401,6 @@ static void *run(hashpipe_thread_args_t * args)
      
      for(j=0; j<N_BDABUF_BINS; j++){ //intbuf loop
 
-       #ifdef PRINT_TEST
-          fprintf(stderr,"Sample: %ld\t Processing buffer: %d\n",sample, j);
-       #endif
-
        sample_loc = (sample/(1<<j))%(N_MAX_INTTIME/(1<<j));
        buf->header[j].mcnt[sample_loc] = idb->block[curblock_in].header.mcnt;
           
@@ -456,19 +416,11 @@ static void *run(hashpipe_thread_args_t * args)
            for(pol=0; pol<N_STOKES; pol++){
              re = pf_re[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
              im = pf_im[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
-             //datoffset = 0;
              datoffset = hera_bda_buf_data_idx(N_MAX_INTTIME/(1<<j), sample_loc, bl, gpu_chan, pol);
-             //fprintf(stderr,"Offset: %ld\tReal:%d\tImag:%d\n",datoffset,re,im);
              buf->data[j][datoffset] += re;
              buf->data[j][datoffset+1] += -im;
-             //fprintf(stderr,"Offset: %lld\tReal:%d\tImag:%d\n",datoffset,buf->data[j][datoffset],buf->data[j][datoffset+1]);
            }
-           //fprintf(stderr,"bl:%ld\tchan:%d\toffset:%lld\n",bl,casper_chan,datoffset);
          }
-
-         #ifdef PRINT_TEST
-            //fprintf(stderr,"bl:%ld\toffset:%lld\n",bl,datoffset);
-         #endif
        }
     
      } // intbuf

From d09d9f7c627c89f835d642f39a65e46752f15fc5 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Sun, 25 Aug 2019 18:18:32 -0700
Subject: [PATCH 255/420] ramp with frequency test vectors

---
 src/hera_fake_gpu_thread.c | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/src/hera_fake_gpu_thread.c b/src/hera_fake_gpu_thread.c
index c718b832..f502dddc 100644
--- a/src/hera_fake_gpu_thread.c
+++ b/src/hera_fake_gpu_thread.c
@@ -134,9 +134,8 @@ static void *fake_gpu_thread_run(hashpipe_thread_args_t * args){
              //printf("%d\t %d\t %ld\n", ant0, ant1, idx_regtile);
              for(chan=0; chan<N_CHAN_PER_X; chan++){
                for(pol=0; pol<N_STOKES; pol++){
-                 data_re[idx_regtile+(chan*REGTILE_CHAN_LENGTH)+pol] = fakereal;
-                 data_im[idx_regtile+(chan*REGTILE_CHAN_LENGTH)+pol] = fakeimag;
-                 //memcpy((data_im+idx_regtile+(chan*REGTILE_CHAN_LENGTH)), &fakeimag, sizeof(int32_t));
+                 data_re[idx_regtile+(chan*REGTILE_CHAN_LENGTH)+pol] = fakereal+chan;
+                 data_im[idx_regtile+(chan*REGTILE_CHAN_LENGTH)+pol] = fakeimag+chan;
                }
              }
            }

From 5684ff745d31c0fba58c70ac1ad5a359fe177282 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Sun, 25 Aug 2019 18:19:27 -0700
Subject: [PATCH 256/420] revert file back to non-BDA version

---
 src/hera_gpu_output_thread.c | 635 ++++++++++++-----------------------
 1 file changed, 223 insertions(+), 412 deletions(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index 9c97e5fd..c1afcd3e 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -1,63 +1,60 @@
-/* Takes the output from the GPU and 
- * averages over time for the shorter 
- * baselines according to a config file.
- * Output is stored in CASPER ordered 
- * shared memory segments.
- */
+// hera_gpu_output_thread.c
+//
+// Sends integrated GPU output to "catcher" machine for assimilation into a
+// dataset. Unlike the original PAPER output thread, this code integrates
+// over XENG_CHAN_SUM channels, and performs a channel x baseline transpose
 
 #include <stdio.h>
-#include <stdlib.h>
-#include <math.h>
-#include <unistd.h>
 #include <string.h>
-#include <pthread.h>
-#include <sys/time.h>
-#include <sys/resource.h>
-#include <sys/types.h>
+#include <time.h>
 #include <errno.h>
+#include <unistd.h>
 #include <endian.h>
-#include <arpa/inet.h>
+#include <pthread.h>
+#include <sys/types.h>
+#include <sys/socket.h>
+#include <netdb.h>
 
 #include <xgpu.h>
 
 #include "hashpipe.h"
 #include "paper_databuf.h"
 
-#define LOG(x)           ((uint32_t)(log((x))/log(2))) // yields msb loc
-#define CHECK_PWR2(x)    (!((x)&((x)-1)))
+//   Correlator data are sent to a data catcher using a simple UDP packetization
+//   format:
 
-// Macros for generating values for the pkthdr_t fields
-#define TIMESTAMP(x)      (htobe64((uint64_t)(x)))
-#define BASELINE_ID(x)    (htobe32((uint32_t)(x)))
-#define OFFSET(x)         (htobe32((uint32_t)(x)))
-#define XENG_ID(x)        (htobe16((uint16_t)(x)))
-#define PAYLOAD_LEN(x)    (htobe16((uint16_t)(x)))
-#define ANTENNA(x)        (htobe16((uint16_t)(x)))
-
-#define CONVERT(x)        (htobe32((x)))
-
-//#define PRINT_TEST
-
-typedef int32_t pktdata_t;
-static XGPUInfo xgpu_info;
+//   uint64_t TIMESTAMP (set to be the MCNT provided by the databuf delivered by the upstream processor)
+//   uint32_t OFFSET (offset in bytes where this packet should be placed in memory to build the complete output)
+//   uint16_t X-ENGINE ID
+//   uint16_t PAYLOAD LENGTH (length of data payload in this packet in bytes)
 
 // Structure for packet header
+
 typedef struct pkthdr {
   uint64_t timestamp;
-  uint32_t baseline_id;
   uint32_t offset;
-  uint16_t ant0;
-  uint16_t ant1;
   uint16_t xeng_id;
   uint16_t payload_len;
 } pkthdr_t;
 
+// Macros for generating values for the pkthdr_t fields
+#define TIMESTAMP(x) (htobe64((uint64_t)x))
+#define OFFSET(x)    (htobe32((uint32_t)x))
+#define XENG_ID(x)    (htobe16((uint16_t)x))
+#define PAYLOAD_LEN(x)    (htobe16((uint16_t)x))
+
+#define CONVERT(x) (htobe32(x))
+
+typedef int32_t pktdata_t;
+
 // Structure of a packet
-typedef struct struct_pkt {
+typedef struct pkt {
   pkthdr_t hdr;
   pktdata_t data[OUTPUT_BYTES_PER_PACKET/sizeof(pktdata_t)];
 } pkt_t;
 
+static XGPUInfo xgpu_info;
+
 // PACKET_DELAY_NS is number of nanoseconds to delay between packets.  This is
 // to prevent overflowing the network interface's TX queue.
 // Keep in mind the total throughput of the network, and also the number
@@ -72,7 +69,7 @@ typedef struct struct_pkt {
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (4 * 8 * OUTPUT_BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (4 * XENG_CHAN_SUM * 8*OUTPUT_BYTES_PER_PACKET)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;
@@ -126,7 +123,7 @@ open_udp_socket(const char *host, const char *port)
 
     freeaddrinfo(result);
 
-#ifdef PRINT_TEST
+#if 0
     // Print send buffer size
     int bufsize;
     unsigned int bufsizesize = sizeof(bufsize);
@@ -204,27 +201,14 @@ static off_t regtile_index(const int in0, const int in1)
 // component.  A casper ordered buffer consists of four complex values for each
 // pair of input pairs.  Thus, the number of complex values in a casper ordered
 // buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
-
-// For integration buffers, change the ordering to baselines x channels x stokes
-// to make it easier to send the packets after integration.
-
-/*  Each baseline (i.e, ant pair) needs a unique index for encoding the  
- *  baseline both while packetization and while building the integration
- *  buffers. The baseline index function below is an adaption of the 
- *  CASPER index without accounting for the size of each cell or the 
- *  stokes parameters.
- */ 
-
-/*  The integration buffer location for each baseline is obtained by  
- *  multiplying the baseline_index with:
- *  (words_per_cell = 8) * (num_chan_per_x = 384)
- *  Pol offset = 2* (2*(p0^p1) + p0)
- */
-static int baseline_index(const int in0, const int in1, const int n)
-{ 
-  const int a0 = in0 >> 1; 
+static off_t casper_index(const int in0, const int in1, const int n)
+{
+  const int a0 = in0 >> 1;
   const int a1 = in1 >> 1;
+  const int p0 = in0 & 1;
+  const int p1 = in1 & 1;
   const int delta = a1-a0;
+  const int num_words_per_cell = 8;
   const int nant_2 = (n/2) / 2;
 
   // Three cases: top triangle, middle rectangle, bottom triangle
@@ -243,39 +227,46 @@ static int baseline_index(const int in0, const int in1, const int n)
     // middle rectangle
     cell_index = middle_rect_offset + (a1-nant_2)*(nant_2+1) + (nant_2-delta);
   }
-
-  return cell_index;
+  //printf("%s: a0=%d, a1=%d, delta=%d, cell_index=%d\n", __FUNCTION__, a0, a1, delta, cell_index);
+  // Pol offset
+  const int pol_offset = 2*(2*(p0^p1) + p0);
+  // Word index (in units of words (i.e. floats) of real component
+  const int index = (cell_index * num_words_per_cell) + pol_offset;
+  return index;
 }
-  
-// Redefine casper ordering to place channels next to each other (since 
-// buffers are packetized this way. Thus, the number of complex values 
-// per baselines are: 4 stokes * N_CHAN_PER_X 
-// Total buffersize: 4 * N_CHAN_PER_X * (N/2 * (N/2 + 1)) / 2
-#define N_CASPER_COMPLEX_PER_BASELINE  (N_STOKES * N_CHAN_PER_X)
 
-// Lookup table mapping baseline_idx to regtile_idx
-static off_t *regtile_idx_map;
+// For each channel, a casper ordered buffer contains four complex values for
+// each pair of input pairs.  Thus, the number of complex values in a casper
+// ordered buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
+#define N_CASPER_COMPLEX_PER_CHAN (N_INPUTS * (N_INPUTS/2 + 1))
+
+// Lookup table mapping casper_idx to regtile_idx
+static off_t *idx_map;
 
 static int init_idx_map()
 {
-  int a0, a1;
-  regtile_idx_map = (off_t *)malloc(N_BASELINES * sizeof(off_t));
-  if(!regtile_idx_map) {
+  int a0, a1, p0, p1, i, j;
+  idx_map = malloc(N_CASPER_COMPLEX_PER_CHAN * sizeof(off_t));
+  if(!idx_map) {
     return -1;
   }
 
-  for(a0=0; a0<N_INPUTS/2; a0++) {
-    for(a1 = a0; a1<N_INPUTS/2; a1++) {
-      //fprintf(stderr, "(%d,%d) Baseline idx: %d Regtile index:%lld \n",
-      //        a0,a1,baseline_index(2*a0, 2*a1, N_INPUTS), regtile_index(2*a0, 2*a1));
-      regtile_idx_map[baseline_index(2*a0, 2*a1, N_INPUTS)] = regtile_index(2*a0, 2*a1);
+  for(a1=0; a1<N_INPUTS/2; a1++) {
+    for(a0=0; a0<=a1; a0++) {
+      for(p0=0; p0<2; p0++) {
+        for(p1=0; p1<2; p1++) {
+          i = 2*a0 + p0;
+          j = 2*a1 + p1;
+          idx_map[casper_index(i,j,N_INPUTS)/2] = regtile_index(i,j);
+        }
+      }
     }
   }
   return 0;
 }
 
 static int init(struct hashpipe_thread_args *args)
-{   
+{
     // Get sizing parameters
     xgpuInfo(&xgpu_info);
     bytes_per_dump = xgpu_info.triLength * sizeof(Complex);
@@ -290,144 +281,46 @@ static int init(struct hashpipe_thread_args *args)
     return 0;
 }
 
-static int init_buffer(hera_bda_buf_t *bdabuf)
-{   
-   // Load baseline averaging params from config file
-   FILE *fp;  
-   int j, bin, a0, a1, inttime;
-   unsigned long long ctr[N_BDA_BINS] = {0,0,0,0,0};
-   hera_int_bin_buf_t *intbuf;
-
-   for(j=0;j<N_BDA_BINS;j++){ 
-     bdabuf->baselines_per_bin[j] = 0;
-   }
-   // count baselines in each bin   
-   if((fp=fopen("bda_config.txt","r")) == NULL){
-      printf("Cannot open the configuration file.\n");
-      exit(1);
-   }
-   while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
-      if((inttime == 0) || !CHECK_PWR2(inttime)){
-        printf("(%d,%d): Samples to integrate not power of 2!\n",a0,a1);
-        exit(1);
-      }
-      bdabuf->baselines_per_bin[LOG(inttime)]+=1;
-      //switch(inttime){
-      //  case  1: bdabuf->baselines_per_bin[0]++; break;
-      //  case  2: bdabuf->baselines_per_bin[1]++; break;
-      //  case  4: bdabuf->baselines_per_bin[2]++; break;
-      //  case  8: bdabuf->baselines_per_bin[3]++; break;
-      //  case 16: bdabuf->baselines_per_bin[4]++; break;
-      //  default: printf("(%d,%d): Samples to integrate not power of 2!\n",a0,a1); exit(1);
-      //}
-   }
-
-   // Include autos for the no-integration baselines
-   bdabuf->baselines_per_bin[0] += N_ANTS; 
-
-#ifdef PRINT_TEST
-   fprintf(stderr,"Finished loading config file. Allocating memory..\n");
-   
-   for(j=0; j<N_BDA_BINS; j++){
-     fprintf(stderr,"Bin:%d\tBaselines:%lld\n",j,bdabuf->baselines_per_bin[j]);
-   }
-#endif
-
-   // malloc for storing ant pairs
-   for(j=0; j<N_BDA_BINS; j++){
-     bdabuf->ant_pair_0[j] = (int *)malloc(bdabuf->baselines_per_bin[j]*sizeof(int));
-     bdabuf->ant_pair_1[j] = (int *)malloc(bdabuf->baselines_per_bin[j]*sizeof(int));
-   }
-   // re-read ant pairs for each integration bin
-   rewind(fp);
-   while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
-     bin = LOG(inttime);
-     bdabuf->ant_pair_0[bin][ctr[bin]] = a0;
-     bdabuf->ant_pair_1[bin][ctr[bin]++] = a1; 
-   }
-   fclose(fp);
-
-   // Include the autos
-   for(a0=0;a0<N_ANTS;a0++){
-     bdabuf->ant_pair_0[0][ctr[0]] = a0;
-     bdabuf->ant_pair_1[0][ctr[0]++] = a0;
-   }
-
-   // Initialise header and malloc for data
-   bdabuf->send[0] = 1;
-   bdabuf->buf->data = NULL;
-   bdabuf->buf->header.datsize = 0;
-
-   for(j=1; j<N_BDA_BINS; j++){
-     bdabuf->send[j] = 0;
-     intbuf = bdabuf->buf+j;
-     intbuf->header.sam    = 0;
-     intbuf->header.totsam = pow(2,j);
-     intbuf->header.datsize = bdabuf->baselines_per_bin[j]*N_COMPLEX_PER_BASELINE*2*sizeof(uint32_t);
-     intbuf->data = malloc(intbuf->header.datsize);     
-     if (!intbuf->data)
-       return -1;
-     memset(intbuf->data, 0, intbuf->header.datsize);
-   }
-
-   for(j=1;j<N_BDA_BINS;j++){ 
-     fprintf(stderr,"Bin:%d\tBaselines:%lld\tBin Size:%lld\n",
-             j,bdabuf->baselines_per_bin[j],
-             bdabuf->buf[j].header.datsize);
-   }
-
-return 1;
-}
-
 #define ELAPSED_NS(start,stop) \
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
 
 static void *run(hashpipe_thread_args_t * args)
 {
-
-   // Local aliases to shorten access to args fields
-   // Our input buffer happens to be a paper_ouput_databuf
-   paper_output_databuf_t *db = (paper_output_databuf_t *)args->ibuf;
-   hashpipe_status_t st = args->st;
-   const char * status_key = args->thread_desc->skey;
-
-   fprintf(stderr,"Initializing BDA buffers..\n");
-
-   // Initialize buffers to store averaged baselines
-   hera_bda_buf_t bdabuf;
-   init_buffer(&bdabuf); 
-
-   // Setup socket and message structures
-   int sockfd;
-   unsigned int xengine_id = 0;
-   struct timespec packet_delay = {
-     .tv_sec = 0,
-     .tv_nsec = PACKET_DELAY_NS
-   };
-
-   hashpipe_status_lock_safe(&st);
-   hgetu4(st.buf, "XID", &xengine_id); // No change if not found
-   hputu4(st.buf, "XID", xengine_id);
-   hputu4(st.buf, "OUTDUMPS", 0);
-   hashpipe_status_unlock_safe(&st);
-
-   fprintf(stderr,"Opening socket, starting main loop..\n");
-
-   pkt_t pkt;
-   pkt.hdr.xeng_id = XENG_ID(xengine_id);
-   pkt.hdr.payload_len = PAYLOAD_LEN(OUTPUT_BYTES_PER_PACKET);
-
-   // TODO Get catcher hostname and port from somewhere
+    // Local aliases to shorten access to args fields
+    // Our input buffer happens to be a paper_ouput_databuf
+    paper_output_databuf_t *db = (paper_output_databuf_t *)args->ibuf;
+    hashpipe_status_t st = args->st;
+    const char * status_key = args->thread_desc->skey;
+
+    // Setup socket and message structures
+    int sockfd;
+    unsigned int xengine_id = 0;
+    struct timespec packet_delay = {
+      .tv_sec = 0,
+      .tv_nsec = PACKET_DELAY_NS
+    };
+
+    hashpipe_status_lock_safe(&st);
+    hgetu4(st.buf, "XID", &xengine_id); // No change if not found
+    hputu4(st.buf, "XID", xengine_id);
+    hputu4(st.buf, "OUTDUMPS", 0);
+    hashpipe_status_unlock_safe(&st);
+
+    pkt_t pkt;
+    pkt.hdr.xeng_id = XENG_ID(xengine_id);
+    pkt.hdr.payload_len = PAYLOAD_LEN(OUTPUT_BYTES_PER_PACKET);
+
+    // TODO Get catcher hostname and port from somewhere
 
 #define stringify2(x) #x
 #define stringify(x) stringify2(x)
 
-   // Open socket
-   sockfd = open_udp_socket("catcher", stringify(CATCHER_PORT));
-   if(sockfd == -1) {
-       hashpipe_error(__FUNCTION__, "error opening socket");
-       pthread_exit(NULL);
-   }
+    // Open socket
+    sockfd = open_udp_socket("catcher", stringify(CATCHER_PORT));
+    if(sockfd == -1) {
+        hashpipe_error(__FUNCTION__, "error opening socket");
+        pthread_exit(NULL);
+    }
 
 #ifdef TEST_INDEX_CALCS
     int i, j;
@@ -439,225 +332,144 @@ static void *run(hashpipe_thread_args_t * args)
     }
     for(i=0; i<32; i++) {
       for(j=i; j<32; j++) {
-        o = baseline_index(2*i, 2*j, N_INPUTS);
-        fprintf(stdout, "%d, %d, %d, %ld\n", i, j, (int) o, 
-                                    (long int)regtile_idx_map[o]);
+        o = casper_index(2*i, 2*j, N_INPUTS);
+        fprintf(stdout, "%d, %d, %d\n", i, j, (int) o);
       }
     }
 #endif
 
-   /* Main loop */
-   int rv;
-   unsigned int dumps = 0;
-   int block_idx = 0;
-   struct timespec start, stop;
-   uint32_t nbytes = 0;
-   int casper_chan, gpu_chan;
-   unsigned long bl;
-   int j,pol;
-   struct timespec pkt_start, pkt_stop;
-   pktdata_t re, im;    //pktdata_t is 32bits
-   int offset = 0;
-   unsigned long long datoffset = 0;
-   uint16_t ant0, ant1;
-   unsigned long long idx_baseline; 
-   int baseline_id = 0;
-   off_t idx_regtile;
-   hera_int_bin_buf_t *intbuf;
-
-#ifdef PRINT_TEST
-   fprintf(stderr,"Number of antennas:%d\n",N_ANTS);
-   fprintf(stderr,"Number of channels per X-Eng: %d\n",N_CHAN_PER_X);
-#endif
+    /* Main loop */
+    int rv;
+    int casper_chan, gpu_chan, sum_chan;
+    int baseline, pol;
+    unsigned int dumps = 0;
+    int block_idx = 0;
+    struct timespec start, stop;
+    struct timespec pkt_start, pkt_stop;
+    pktdata_t re, im;
+    while (run_threads()) {
+
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "waiting");
+        hashpipe_status_unlock_safe(&st);
+
+        // Wait for new block to be filled
+        while ((rv=paper_output_databuf_wait_filled(db, block_idx))
+                != HASHPIPE_OK) {
+            if (rv==HASHPIPE_TIMEOUT) {
+                hashpipe_status_lock_safe(&st);
+                hputs(st.buf, status_key, "blocked");
+                hashpipe_status_unlock_safe(&st);
+                continue;
+            } else {
+                hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
+                pthread_exit(NULL);
+                break;
+            }
+        }
 
-   while (run_threads()) {
-
-     hashpipe_status_lock_safe(&st);
-     hputs(st.buf, status_key, "waiting");
-     hashpipe_status_unlock_safe(&st);
-
-     // Wait for new block to be filled
-     while ((rv=paper_output_databuf_wait_filled(db, block_idx))
-           != HASHPIPE_OK) {
-       if (rv==HASHPIPE_TIMEOUT) {
-           hashpipe_status_lock_safe(&st);
-           hputs(st.buf, status_key, "blocked");
-           hashpipe_status_unlock_safe(&st);
-           continue;
-       } else {
-           hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
-           pthread_exit(NULL);
-           break;
-       }
-     }
-
-     clock_gettime(CLOCK_MONOTONIC, &start);
-
-     // Note processing status, current input block
-     hashpipe_status_lock_safe(&st);
-     hputs(st.buf, status_key, "processing");
-     hputi4(st.buf, "OUTBLKIN", block_idx);
-     hashpipe_status_unlock_safe(&st);
-     
-     // Unpack and convert in packet sized chunks
-     // output data in order: baseline x chan x stokes (slowest to fastest varying)
-     pktdata_t *pf_re  = db->block[block_idx].data;
-     pktdata_t *pf_im  = db->block[block_idx].data + xgpu_info.matLength;
-     pktdata_t *p_out = pkt.data;
-
-     /* ------------------------------------------------ */
-     /* Loop through baselines and add/send the packets  */
-     /* ------------------------------------------------ */
-
-     for(j=0; j<N_BDA_BINS; j++){ //intbuf loop
-
-       fprintf(stderr,"Processing buffer: %d\n",j);
-
-       intbuf = &(bdabuf.buf[j]);
-       intbuf->header.mcnt = db->block[block_idx].header.mcnt;
-
-       if (bdabuf.send[j]){
-
-#ifdef PRINT_TEST
-     fprintf(stderr,"Sending buffer: %d\n", j);         
-#endif
+        clock_gettime(CLOCK_MONOTONIC, &start);
+
+        // Note processing status, current input block
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "processing");
+        hputi4(st.buf, "OUTBLKIN", block_idx);
+        hashpipe_status_unlock_safe(&st);
+
+        // Update header's timestamp for this dump.
+        pkt.hdr.timestamp = TIMESTAMP(db->block[block_idx].header.mcnt);
+        // Reset packet/byte counters to 0
+        pkt.hdr.offset = OFFSET(0);
+        uint32_t nbytes = 0;
+
+        // Unpack and convert in packet sized chunks
+        // output data in order: baseline x chan x stokes (slowest to fastest varying)
+        pktdata_t * pf_re  = db->block[block_idx].data;
+        pktdata_t * pf_im  = db->block[block_idx].data + xgpu_info.matLength;
+        pktdata_t * p_out = pkt.data;
+        clock_gettime(CLOCK_MONOTONIC, &pkt_start);
+        // Iterate over blocks of N_STOKES baselines. All stokes are sent in adjacent words
+        for(baseline=0; baseline<N_CASPER_COMPLEX_PER_CHAN; baseline+=N_STOKES) {
+          // Iterate over blocks of XENG_CHAN_SUM channels. An inner loop will sum these
+          for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan=casper_chan+XENG_CHAN_SUM) {
+            for(pol=0; pol<N_STOKES; pol++) {
+              // This used to de-interleave channels.  De-interleaving is no longer
+              // needed, but we choose to continue maintaining the distinction
+              // between casper_chan and gpu_chan.
+              gpu_chan = casper_chan;
+              off_t idx_regtile = idx_map[baseline + pol];
+              for(sum_chan=0; sum_chan<XENG_CHAN_SUM; sum_chan++) {
+                if (sum_chan == 0) {
+                  re = pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
+                  im = pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
+                } else {
+                  re += pf_re[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile];
+                  im += pf_im[(gpu_chan+sum_chan)*REGTILE_CHAN_LENGTH+idx_regtile];
+                }
+              }
+              *p_out++ = CONVERT(re);
+              *p_out++ = CONVERT(-im); // Conjugate to match downstream expectations.
+              nbytes += 2*sizeof(pktdata_t);
+              if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
+                int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0);
+                if(bytes_sent == -1) {
+                  // Send all packets even if cactcher is not listening (i.e. we
+                  // we get a connection refused error), but abort sending this
+                  // dump if we get any other error.
+                  if(errno != ECONNREFUSED) {
+                    perror("send");
+                    // Update stats
+                    hashpipe_status_lock_safe(&st);
+                    hgetu4(st.buf, "OUTDUMPS", &dumps);
+                    hputu4(st.buf, "OUTDUMPS", ++dumps);
+                    hputr4(st.buf, "OUTSECS", 0.0);
+                    hputr4(st.buf, "OUTMBPS", 0.0);
+                    hashpipe_status_unlock_safe(&st);
+                    // Break out of both for loops
+                    goto done_sending;
+                  }
+                } else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
+                  printf("only sent %d of %lu bytes!!!\n", bytes_sent, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
+                }
+
+                // Delay to prevent overflowing network TX queue
+                clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
+                packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
+                if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000) {
+                  nanosleep(&packet_delay, NULL);
+                }
+
+                // Setup for next packet
+                p_out = pkt.data;
+                pkt_start = pkt_stop;
+                // Update header's byte_offset for this chunk
+                pkt.hdr.offset = OFFSET(nbytes);
+              }
+            }
+          }
+        }
 
-         pkt.hdr.timestamp = TIMESTAMP(intbuf->header.mcnt);
-         offset = 0; nbytes = 0;
-         p_out = pkt.data; 
-         clock_gettime(CLOCK_MONOTONIC, &pkt_start);
- 
-         for(bl=0; bl<bdabuf.baselines_per_bin[j]; bl++){
-           ant0 = bdabuf.ant_pair_0[j][bl];    // ordering set by config file 
-           ant1 = bdabuf.ant_pair_1[j][bl]; 
-           pkt.hdr.ant1 = ANTENNA(ant1);
-           pkt.hdr.ant0 = ANTENNA(ant0);
-           idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS); 
-           idx_regtile = regtile_idx_map[idx_baseline];
-           pkt.hdr.offset = OFFSET(0);
-           offset = 0;
-           pkt.hdr.baseline_id = BASELINE_ID(baseline_id++);
-           
-           for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
-             // This used to de-interleave channels.  De-interleaving is no longer
-             // needed, but we choose to continue maintaining the distinction
-             // between casper_chan and gpu_chan.
-             gpu_chan = casper_chan;
-
-             for(pol=0; pol<N_STOKES; pol++){
-               re = pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile+pol];
-               im = pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile+pol];
-               if (j==0){  
-                 *p_out++ = CONVERT(re);
-                 *p_out++ = CONVERT(-im);
-               }else{ 
-                 datoffset = hera_int_bin_buf_data_idx(bl, gpu_chan, pol);
-                 *p_out++ = CONVERT(intbuf->data[datoffset] + re);
-                 *p_out++ = CONVERT(intbuf->data[datoffset+1] -im);
-               }
-               nbytes += 2*sizeof(pktdata_t);
-               
-               if(nbytes%OUTPUT_BYTES_PER_PACKET == 0){
-                 int bytes_sent = send(sockfd, &pkt, 
-                                       sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0); 
-
-                 if(bytes_sent == -1){
-                   // Send all packets even if catcher is not listening (i.e. we
-                   // we get a connection refused error), but abort sending this
-                   // dump if we get any other error.
-                   if(errno != ECONNREFUSED){
-                     perror("send");
-                     // Update stats
-                     hashpipe_status_lock_safe(&st);
-                     hgetu4(st.buf, "OUTDUMPS", &dumps);
-                     hputu4(st.buf, "OUTDUMPS", ++dumps);
-                     hputr4(st.buf, "OUTSECS", 0.0);
-                     hputr4(st.buf, "OUTMBPS", 0.0);
-                     hashpipe_status_unlock_safe(&st);
-                     // Break out of both for loops
-                     goto done_sending;
-                   }
-                 }else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
-                   printf("only sent %d of %lu bytes!!!\n", bytes_sent, 
-                           sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
-                 }
-
-                 // Delay to prevent overflowing network TX queue
-                 clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
-                 packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
-                 if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000){
-                   nanosleep(&packet_delay, NULL);
-                 }
-               
-                 // Setup for next packet
-                 p_out = pkt.data;
-                 pkt_start = pkt_stop;
-                 offset++;
-                 pkt.hdr.offset = OFFSET(offset);
-               } // done sending
-             } // pol
-           } // chan
-         } // baseline
-         
-         if(j!=0) bdabuf.send[j] = 0; 
-         intbuf->header.sam = 0;
-         memset(intbuf->data, 0, intbuf->header.datsize);
-          
-       }else{
-
-#ifdef PRINT_TEST
-     fprintf(stderr,"Copying buffer: %d\n", j);         
-#endif
-         for(bl=0; bl<bdabuf.baselines_per_bin[j]; bl++){
-           ant0 = bdabuf.ant_pair_0[j][bl]; 
-           ant1 = bdabuf.ant_pair_1[j][bl];
-           idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS); 
-           idx_regtile = regtile_idx_map[idx_baseline];
- 
-           for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
-             gpu_chan = casper_chan;
-             for(pol=0; pol<N_STOKES; pol++){
-               re = pf_re[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
-               im = pf_im[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
-               datoffset = hera_int_bin_buf_data_idx(bl, gpu_chan, pol);
-               intbuf->data[datoffset] += re;
-               intbuf->data[datoffset+1] += -im;
-             }
-             //fprintf(stderr,"bl:%ld\tchan:%d\toffset:%lld\n",bl,casper_chan,datoffset);
-           }
-
-#ifdef PRINT_TEST
-           fprintf(stderr,"bl:%ld\toffset:%lld\n",bl,datoffset);
-#endif
-         }
- 
-        intbuf->header.sam += 1;
-        if ((intbuf->header.sam+1) == intbuf->header.totsam)
-          bdabuf.send[j] = 1;
-       }
-     }// end intbuf loop
-
-     clock_gettime(CLOCK_MONOTONIC, &stop);
-
-     hashpipe_status_lock_safe(&st);
-     hgetu4(st.buf, "OUTDUMPS", &dumps);
-     hputu4(st.buf, "OUTDUMPS", ++dumps);
-     hputu4(st.buf, "OUTBYTES", nbytes);
-     hputr4(st.buf, "OUTSECS", (float)ELAPSED_NS(start,stop)/1e9);
-     hputr4(st.buf, "OUTMBPS", (1e3*8*nbytes)/ELAPSED_NS(start,stop));
-     hashpipe_status_unlock_safe(&st);
+        clock_gettime(CLOCK_MONOTONIC, &stop);
+
+        hashpipe_status_lock_safe(&st);
+        hgetu4(st.buf, "OUTDUMPS", &dumps);
+        hputu4(st.buf, "OUTDUMPS", ++dumps);
+        hputu4(st.buf, "OUTBYTES", nbytes);
+        hputr4(st.buf, "OUTSECS", (float)ELAPSED_NS(start,stop)/1e9);
+        hputr4(st.buf, "OUTMBPS", (1e3*8*nbytes)/ELAPSED_NS(start,stop));
+        hashpipe_status_unlock_safe(&st);
 
 done_sending:
 
-     // Mark block as free
-     paper_output_databuf_set_free(db, block_idx);
+        // Mark block as free
+        paper_output_databuf_set_free(db, block_idx);
 
-     // Setup for next block
-     block_idx = (block_idx + 1) % db->header.n_block;
+        // Setup for next block
+        block_idx = (block_idx + 1) % db->header.n_block;
 
-     /* Will exit if thread has been cancelled */
-     pthread_testcancel();
-  }
+        /* Will exit if thread has been cancelled */
+        pthread_testcancel();
+    }
 
     // Thread success!
     return NULL;
@@ -676,4 +488,3 @@ static __attribute__((constructor)) void ctor()
 {
   register_hashpipe_thread(&gpu_output_thread);
 }
-

From 1c96a88d2f646f0c9eb1df1c1505888d2d0a0b88 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Sun, 25 Aug 2019 18:20:17 -0700
Subject: [PATCH 257/420] change databuf structures to BDA versions

---
 src/hera_null_thread.c | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/hera_null_thread.c b/src/hera_null_thread.c
index cc74af41..6568732f 100644
--- a/src/hera_null_thread.c
+++ b/src/hera_null_thread.c
@@ -19,8 +19,8 @@
 
 static void *run(hashpipe_thread_args_t * args){
    // Local aliases to shorten access to args fields
-   // Our input buffer is a hera_catcher_input_databuf
-   hera_catcher_input_databuf_t *db_in = (hera_catcher_input_databuf_t *)args->ibuf;
+   // Our input buffer is a hera_catcher_bda_input_databuf
+   hera_catcher_bda_input_databuf_t *db_in = (hera_catcher_bda_input_databuf_t *)args->ibuf;
    hashpipe_status_t st = args->st;
    const char * status_key = args->thread_desc->skey;
 
@@ -36,7 +36,7 @@ static void *run(hashpipe_thread_args_t * args){
       hashpipe_status_unlock_safe(&st);
 
       /* Wait for new block to become available */
-      while ((rv=hera_catcher_input_databuf_busywait_filled(db_in, block_idx)) != HASHPIPE_OK) {
+      while ((rv=hera_catcher_bda_input_databuf_busywait_filled(db_in, block_idx)) != HASHPIPE_OK) {
           if (rv==HASHPIPE_TIMEOUT) {
               hashpipe_status_lock_safe(&st);
               hputs(st.buf, status_key, "blocked_in");
@@ -56,7 +56,7 @@ static void *run(hashpipe_thread_args_t * args){
       hashpipe_status_unlock_safe(&st);
 
       // Mark input block as free and advance
-      if(hera_catcher_input_databuf_set_free(db_in, block_idx) != HASHPIPE_OK) {
+      if(hera_catcher_bda_input_databuf_set_free(db_in, block_idx) != HASHPIPE_OK) {
           hashpipe_error(__FUNCTION__, "error marking databuf %d free", block_idx);
           pthread_exit(NULL);
       }
@@ -74,7 +74,7 @@ hashpipe_thread_desc_t hera_null_thread = {
    skey: "NULLSTAT",
    init: NULL,
    run: run,
-   ibuf_desc: {hera_catcher_input_databuf_create},
+   ibuf_desc: {hera_catcher_bda_input_databuf_create},
    obuf_desc: {NULL}
 };
 

From ec5ae8c19160b964908f9ee1b05736d3d4d51b5f Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Mon, 26 Aug 2019 16:53:42 -0700
Subject: [PATCH 258/420] Minor changes...

... Change baselines per block to higher value (paperdatabuf), wrong print
statement (catcher_net_thread), and script name in Makefile
---
 src/Makefile.am                   | 2 +-
 src/hera_catcher_net_thread_bda.c | 3 ++-
 src/paper_databuf.h               | 2 +-
 3 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index cde3b0f7..bf4dac35 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -70,7 +70,7 @@ dist_bin_SCRIPTS = scripts/paper_init.sh         \
 	           scripts/xtor_down.sh              \
 	           scripts/xtor_up.py                \
 	           scripts/hera_catcher_init.sh      \
-	           scripts/hera_catcher_up_bda.py    \
+	           scripts/hera_catcher_up.py        \
                scripts/hera_fake_bda_output.py   \
 	           scripts/hera_catcher_down.sh      \
 	           scripts/hera_catcher_take_data.py \
diff --git a/src/hera_catcher_net_thread_bda.c b/src/hera_catcher_net_thread_bda.c
index 769a4bb1..41f847e8 100644
--- a/src/hera_catcher_net_thread_bda.c
+++ b/src/hera_catcher_net_thread_bda.c
@@ -136,6 +136,7 @@ static uint32_t set_block_filled(hera_catcher_bda_input_databuf_t *db, block_inf
 
   // Calculate missing packets.
   block_missed_pkt_cnt = PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
+  
   block_missed_xengs = block_missed_pkt_cnt / (PACKETS_PER_BL_PER_X * BASELINES_PER_BLOCK);
   block_missed_mod_cnt = block_missed_xengs % N_XENGINES_PER_TIME; 
 
@@ -254,7 +255,7 @@ static inline uint32_t process_packet(
        
        netbcnt = set_block_filled(db, &binfo);
        fprintf(stderr,"Filled Block: %d from bcnt: %d to bcnt: %d\n", binfo.block_i, db->block[binfo.block_i].header.bcnt[0], 
-                                                                      db->block[binfo.block_i].header.bcnt[BASELINES_PER_BLOCK-2]);
+                                                                      db->block[binfo.block_i].header.bcnt[BASELINES_PER_BLOCK-1]);
 
        // Update binfo
        cur_bcnt += BASELINES_PER_BLOCK;
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 16ab0272..79812585 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -343,7 +343,7 @@ typedef struct hera_catcher_input_databuf {
  * Structures and parameters
  */
 
-#define BASELINES_PER_BLOCK     256 //8192
+#define BASELINES_PER_BLOCK     8192
 #define CHAN_PER_CATCHER_PKT   (OUTPUT_BYTES_PER_PACKET/(N_STOKES * 8L))                    // 128
 #define PACKETS_PER_BASELINE   (N_CHAN_TOTAL/CHAN_PER_CATCHER_PKT)                          //  48
 #define PACKETS_PER_BL_PER_X   (PACKETS_PER_BASELINE/N_XENGINES_PER_TIME)                   //   3

From 81ecdd4c95c687ff17f9002df73479e46937a6dc Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Mon, 26 Aug 2019 16:55:02 -0700
Subject: [PATCH 259/420] BDA and old script compatibility

---
 src/scripts/hera_catcher_up.py     |  35 ++++++++-
 src/scripts/hera_catcher_up_bda.py | 111 -----------------------------
 2 files changed, 32 insertions(+), 114 deletions(-)
 delete mode 100755 src/scripts/hera_catcher_up_bda.py

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index c8d03fac..df6a6524 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -4,6 +4,7 @@
 import time
 import argparse
 import subprocess
+import numpy as np
 
 perf_tweaker = 'tweak-perf-sn.sh'
 init = 'hera_catcher_init.sh'
@@ -23,13 +24,18 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
         for pn in p:
             pn.wait()
 
-parser = argparse.ArgumentParser(description='Start the HERA X-engines',
+parser = argparse.ArgumentParser(description='Start the HERA Catcher Machine',
                                  formatter_class=argparse.ArgumentDefaultsHelpFormatter)
 
 parser.add_argument('host', type=str, help='Host to intialize')
 parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
 parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', 
                     help='Place to put HDF5 header template file')
+parser.add_argument('-c', dest='bdaconfig', type=str, default='/tmp/config.h5',
+                    help='Place to put the BDA config file.\
+                          Used only with the BDA version of catcher scripts.')
+parser.add_argument('--bda', dest='bda', action='store_true', default=False,
+                    help='Use the baseline dependent averaging version')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
 
@@ -41,8 +47,12 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 if args.runtweak:
     run_on_hosts([args.host], perf_tweaker, user='root', wait=True)
 
+init_args = []
+if args.bda:
+   init_args += ['-a']
+
 # Start Catcher
-run_on_hosts([args.host], ['cd', '/data;', init, '0'], wait=True)
+run_on_hosts([args.host], ['cd', '/data;', init] + init_args + ['0'], wait=True)
 time.sleep(15)
 
 # Start hashpipe<->redis gateways
@@ -53,7 +63,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(15)
 
 # Generate the meta-data template
-run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
+#run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
 
 #Configure runtime parameters
 catcher_dict = {
@@ -72,6 +82,25 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 for v in ['NETWAT', 'NETREC', 'NETPRC']:
     r.publish(pubchan, '%sMN=99999' % (v))
     r.publish(pubchan, '%sMX=0' % (v))
+r.publish(pubchan, 'MISSEDPK=0')
+
+# If BDA is requested, write distribution to redis
+if args.bda:
+   baselines = {}
+   for n in range(4):
+       baselines[n] = []
+   
+   bdaconfig = np.loadtxt(args.bdaconfig, dtype=np.int)
+   for i,t in enumerate(bdaconfig[:,2]):
+       if (t==0): continue
+       n = int(np.log(t)/np.log(2))
+       if (n==4): n = 3
+       baselines[n].append((bdaconfig[i,0], bdaconfig[i,1]))
+   
+   for i in range(4):
+       r.publish(pubchan, 'NBL%dSEC=%d'  % (2**(i+1), len(baselines[i])))
+   
+   time.sleep(0.1)
 
 # Release nethread hold
 r.publish(pubchan, 'CNETHOLD=0')
diff --git a/src/scripts/hera_catcher_up_bda.py b/src/scripts/hera_catcher_up_bda.py
deleted file mode 100755
index 02a9f83b..00000000
--- a/src/scripts/hera_catcher_up_bda.py
+++ /dev/null
@@ -1,111 +0,0 @@
-#!/usr/bin/env python
-
-import redis
-import time
-import argparse
-import subprocess
-import numpy as np
-
-perf_tweaker = 'tweak-perf-sn.sh'
-init = 'hera_catcher_init.sh'
-python_source_cmd = ['source', '~/hera-venv/bin/activate']
-template_cmd = ['hera_make_hdf5_template.py']
-config = '/home/hera/dgorthi/paper_gpu/src/bdaconfig/test_bda_192ants_nobda.txt'
-
-def run_on_hosts(hosts, cmd, user=None, wait=True):
-    if isinstance(cmd, str):
-        cmd = [cmd]
-    p = []
-    for host in hosts:
-        if user is None:
-            p += [subprocess.Popen(['ssh', '%s' % (host)] + cmd)]
-        else:
-            p += [subprocess.Popen(['ssh', '%s@%s' % (user, host)] + cmd)]
-    if wait:
-        for pn in p:
-            pn.wait()
-
-parser = argparse.ArgumentParser(description='Initialize the catcher machine and start hashpipe',
-                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
-
-parser.add_argument('host', type=str, help='Host to intialize')
-parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
-parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', 
-                    help='Place to put HDF5 header template file')
-parser.add_argument('-c', dest='bdaconfig', type=str, default='/tmp/config.h5',
-                    help='Place to put BDA config file')
-parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
-                    help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
-
-args = parser.parse_args()
-
-r = redis.Redis(args.redishost)
-
-## Run performance tweaking script
-#if args.runtweak:
-#    run_on_hosts([args.host], perf_tweaker, user='root', wait=True)
-#
-# Start Catcher
-print ('Start catcher hashpipe script')
-run_on_hosts([args.host], ['cd', '/data;', init, '0'], wait=False)
-
-# Start hashpipe<->redis gateways
-print('Establish redis gateway')
-cpu_mask = '0x0004'
-run_on_hosts([args.host], ['taskset', cpu_mask, 'hashpipe_redis_gateway.rb', '-g', args.host, '-i', '0'])
-
-# Wait for the gateways to come up
-time.sleep(15)
-
-# Generate the meta-data template
-print('Create template file')
-run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + [args.hdf5template], wait=True)
-
-# Copy config file to location request
-print('Copy config file')
-run_on_hosts([args.host], ['cp', config, args.bdaconfig], wait=True)
-
-#Configure runtime parameters
-catcher_dict = {
-  'HDF5TPLT' : args.hdf5template,
-  'BDACONF'  : args.bdaconfig,
-  'NFILES'   : 10,
-  'SYNCTIME' : time.time(),
-  'INTTIME'  : 64 * 2048,
-  'DISKMING' : 9999,
-#  'SYNCTIME' : r['corr:feng_sync_time'],
-#  'INTTIME'  : r['corr:acc_len'],
-  'TRIGGER'  : 0,
-}
-  
-# Reset various statistics counters
-
-pubchan = 'hashpipe://%s/%d/set' % (args.host, 0)
-for key, val in catcher_dict.iteritems():
-   r.publish(pubchan, '%s=%s' % (key, val))
-for v in ['NETWAT', 'NETREC', 'NETPRC']:
-    r.publish(pubchan, '%sMN=99999' % (v))
-    r.publish(pubchan, '%sMX=0' % (v))
-
-print('Write baseline dist to redis')
-# Use the bdaconfig file to write baselines per bin
-baselines = {}
-for n in range(4):
-    baselines[n] = []
-
-bdaconfig = np.loadtxt(config, dtype=np.int)
-for i,t in enumerate(bdaconfig[:,2]):
-    if (t==0): continue
-    n = int(np.log(t)/np.log(2))
-    if (n==4): n = 3
-    baselines[n].append((bdaconfig[i,0], bdaconfig[i,1]))
-
-for i in range(4):
-    r.publish(pubchan, 'NBL%dSEC=%d'  % (2**(i+1), len(baselines[i])))
-
-time.sleep(0.1)
-
-# Release nethread hold
-r.publish(pubchan, 'CNETHOLD=0')
-r.publish(pubchan, 'TRIGGER=1')
-

From fcd19337669848232af344e6f714ddeae10419c2 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Mon, 26 Aug 2019 17:00:48 -0700
Subject: [PATCH 260/420] Update to latest + add BDA params...

... Updated scripts to commit 0a0687d of 8kchan branch,
editted to include BDA version threads
---
 src/scripts/hera_catcher_init.sh |  43 ++++++++--
 src/scripts/hera_ctl.py          |  14 ++--
 src/scripts/paper_init.sh        | 138 ++++++++++++++++++++++++++-----
 src/scripts/xtor_up.py           |  29 ++++++-
 4 files changed, 191 insertions(+), 33 deletions(-)
 mode change 100755 => 100644 src/scripts/hera_ctl.py
 mode change 100755 => 100644 src/scripts/paper_init.sh

diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index 0cee02ef..e1a6bf5a 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -14,29 +14,60 @@ myip=$(getip $(hostname))
 function init() {
   instance=0
   mask=0x003f
-  bindhost=eth3
+  bindhost=eth5
   netcpu=0
   outcpu=3
 
+  if [ $USE_BDA -eq 1 ]
+  then
+    netthread=hera_catcher_net_thread_bda
+    diskthread=hera_catcher_disk_thread_bda
+  else
+    netthread=hera_catcher_net_thread
+    diskthread=hera_catcher_disk_thread
+  fi
+
+  echo "Using netthread: $netthread"
+  echo "Using diskthread: $diskthread"
+  
   echo taskset $mask \
   hashpipe -p paper_gpu -I $instance \
     -o BINDHOST=$bindhost \
-    -c $netcpu hera_catcher_net_thread \
-    -c $outcpu hera_catcher_disk_thread
+    -c $netcpu $netthread \
+    -c $outcpu $diskthread
 
   taskset $mask \
   hashpipe -p paper_gpu -I $instance \
     -o BINDHOST=$bindhost \
-    -c $netcpu hera_catcher_net_thread \
-    -c $outcpu hera_catcher_disk_thread \
+    -c $netcpu $netthread \
+    -c $outcpu $diskthread \
      < /dev/null \
     1> ~/catcher.out.$instance \
     2> ~/catcher.err.$instance &
 }
 
+# Default to not using BDA version
+USE_BDA=0
+
+for arg in $@; do
+  case $arg in
+    -h)
+      echo "Usage: $(basename $0) [-a] INSTANCE_ID [...]"
+      echo "   -a: Use baseline dependent averaging threads"
+      exit 0
+    ;;
+
+    -a)
+      USE_BDA=1
+      shift
+    ;;
+  esac
+done
+
 if [ -z "$1" ]
 then
-  echo "Usage: $(basename $0) INSTANCE_ID [...]"
+  echo "Usage: $(basename $0) [-a] INSTANCE_ID [...]"
+  echo "   -a: Use baseline dependent averaging threads"
   exit 1
 fi
 
diff --git a/src/scripts/hera_ctl.py b/src/scripts/hera_ctl.py
old mode 100755
new mode 100644
index 0af2aca6..ee2d7429
--- a/src/scripts/hera_ctl.py
+++ b/src/scripts/hera_ctl.py
@@ -16,7 +16,6 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     """
     return sample_rate / (spectra_len * 2)
 
-
 parser = argparse.ArgumentParser(description='Turn on and off the HERA correlator',
                                  formatter_class=argparse.ArgumentDefaultsHelpFormatter)
 parser.add_argument('action',type=str,
@@ -55,7 +54,7 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
 
 if args.action == 'start':
     # Calculate start MCNT
-    mcnt_origin = int(rdb['corr:feng_sync_time'])
+    mcnt_origin = int(int(rdb['corr:feng_sync_time'])/1000.)
     time_delay = args.starttime - mcnt_origin
     delay_mcnts = int(time_delay * mcnts_per_second())
     # round delay_mcnts down to an acceptable value
@@ -71,12 +70,17 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     print 'Trigger MCNT: %d' % trig_mcnt
     print 'Trigger time is %.1f seconds in the future (%s)' % (trig_time - time.time(), time.ctime(trig_time))
 
+    # round acc_len
+    acclen = int(args.acclen / MCNT_XGPU_BLOCK_SIZE) * MCNT_XGPU_BLOCK_SIZE
+    print 'Requested accumulation length: %d' % args.acclen
+    print 'Actual accumulation length: %d' % acclen
+
     # Use the hashpipe publish channel to update keys in all status buffers.
     # See the docstring at https://github.com/david-macmahon/rb-hashpipe/blob/master/bin/hashpipe_redis_gateway.rb
     # for details about formatting
     
     for slice in range(args.slices):
-        msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt + slice*MCNT_STEP_SIZE, args.acclen)
+        msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt + slice*MCNT_STEP_SIZE, acclen)
         for host in range(args.xhosts):
             hostname = 'px%d' % (slice * args.xhosts + host + 1)
             rdb.publish('hashpipe://%s/0/set' % hostname, msg)
@@ -85,5 +89,5 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
 
     rdb['corr:trig_mcnt'] = trig_mcnt
     rdb['corr:trig_time'] = trig_time
-    rdb['corr:acc_len'] = args.acclen
-    rdb['corr:int_time'] = args.acclen * args.slices * mcnts_per_second()
+    rdb['corr:acc_len'] = acclen
+    rdb['corr:int_time'] = acclen * args.slices * mcnts_per_second()
diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
old mode 100755
new mode 100644
index 5e5f2201..b317f2a5
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -131,10 +131,10 @@ case ${hostname} in
     xid1=$(( 2*(mypx-1) + 1))
 
     instances=( 
-      #                               GPU       NET FLF GPU OUT
-      # mask  bind_host               DEV  XID  CPU CPU CPU CPU
-      "0x00ff eth3                     0  $xid0  0   1   2   3" # Instance 0, eth3
-      "0xff00 eth5                     1  $xid1  8   9   10  11" # Instance 1, eth5
+      #                               GPU       NET    FLF   GPU  OUT  BDA
+      # mask  bind_host               DEV  XID  CPU    CPU   CPU  CPU  CPU
+      "0x00ff eth3                     0  $xid0  0   0x0006   3    4    5 " # Instance 0, eth3
+      "0xff00 eth5                     1  $xid1  8   0x0600  11   12   10 " # Instance 1, eth5
     );;
 
   *)
@@ -153,6 +153,7 @@ function init() {
   flfcpu=$7
   gpucpu=$8
   outcpu=$9
+  bdacpu=$10
 
   if [ -z "${mask}" ]
   then
@@ -166,33 +167,132 @@ function init() {
     return 1
   fi
 
+  if [ $USE_IBVERBS -eq 1 ]
+  then
+    netthread=hera_ibv_thread
+  else
+    netthread=hera_pktsock_thread
+  fi
+
+  echo "Using netthread: $netthread"
+
   echo taskset $mask \
   hashpipe -p paper_gpu -I $instance \
     -o BINDHOST=$bindhost \
     -o GPUDEV=$gpudev \
     -o XID=$xid \
-    -c $netcpu hera_pktsock_thread \
-    -c $flfcpu paper_fluff_thread \
+    -c $netcpu $netthread \
+    -m $flfcpu paper_fluff_thread \
     -c $gpucpu paper_gpu_thread \
     -c $outcpu hera_gpu_output_thread
 
-  taskset $mask \
-  hashpipe -p paper_gpu -I $instance \
-    -o BINDHOST=$bindhost \
-    -o GPUDEV=$gpudev \
-    -o XID=$xid \
-    -c $netcpu hera_pktsock_thread \
-    -c $flfcpu paper_fluff_thread \
-    -c $gpucpu paper_gpu_thread \
-    -c $outcpu hera_gpu_output_thread \
-     < /dev/null \
-    1> px${mypx}.out.$instance \
-    2> px${mypx}.err.$instance &
+  if [ $USE_REDIS -eq 1 ] && [ $USE_BDA -eq 1 ]
+  then
+    echo "Using redis logger"
+    echo "Using baseline dependent averaging"
+    { taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o BINDHOST=$bindhost \
+      -o GPUDEV=$gpudev \
+      -o XID=$xid \
+      -c $netcpu $netthread \
+      -m $flfcpu paper_fluff_thread \
+      -c $gpucpu paper_gpu_thread \
+      -c $bdacpu hera_gpu_bda_thread \
+      -c $outcpu hera_bda_output_thread \
+    < /dev/null 2>&3 1>px${mypx}.out.$instance; } \
+    3>&1 1>&2 | tee px${mypx}.err.$instance | \
+    stdin_to_redis.py -l WARNING > /dev/null &
+
+  elif [ $USE_REDIS -eq 1 ] && [ $USE_BDA -eq 0 ]
+  then
+    echo "Using redis logger"
+    echo "*NOT* using baseline dependent averaging"
+    { taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o BINDHOST=$bindhost \
+      -o GPUDEV=$gpudev \
+      -o XID=$xid \
+      -c $netcpu $netthread \
+      -m $flfcpu paper_fluff_thread \
+      -c $gpucpu paper_gpu_thread \
+      -c $outcpu hera_gpu_output_thread \
+    < /dev/null 2>&3 1>px${mypx}.out.$instance; } \
+    3>&1 1>&2 | tee px${mypx}.err.$instance | \
+    stdin_to_redis.py -l WARNING > /dev/null &
+
+  elif [ $USE_REDIS -eq 0 ] && [ $USE_BDA -eq 1 ]
+  then
+    echo "*NOT* using redis logger"
+    echo "Using baseline dependent averaging"
+    taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o BINDHOST=$bindhost \
+      -o GPUDEV=$gpudev \
+      -o XID=$xid \
+      -c $netcpu $netthread \
+      -m $flfcpu paper_fluff_thread \
+      -c $gpucpu paper_gpu_thread \
+      -c $bdacpu hera_gpu_bda_thread \
+      -c $outcpu hera_bda_output_thread \
+       < /dev/null \
+      1> px${mypx}.out.$instance \
+      2> px${mypx}.err.$instance &
+
+  else
+    echo "*NOT* using redis logger"
+    echo "*NOT* using baseline dependent averaging"
+    taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o BINDHOST=$bindhost \
+      -o GPUDEV=$gpudev \
+      -o XID=$xid \
+      -c $netcpu $netthread \
+      -m $flfcpu paper_fluff_thread \
+      -c $gpucpu paper_gpu_thread \
+      -c $outcpu hera_gpu_output_thread \
+       < /dev/null \
+      1> px${mypx}.out.$instance \
+      2> px${mypx}.err.$instance &
+  fi
 }
 
+# Default to Packet sockets; No redis logging
+USE_IBVERBS=0
+USE_REDIS=0
+USE_BDA=0
+
+for arg in $@; do
+  case $arg in
+    -h)
+      echo "Usage: $(basename $0) [-r] [-i] INSTANCE_ID [...]"
+      echo "  -r : Use redis logging (in addition to log files)"
+      echo "  -i : Use IB-verbs pipeline (rather than packet sockets)"
+      echo "  -a : Use baseline dependent averaging threads"
+      exit 0
+    ;;
+
+    -i)
+      USE_IBVERBS=1
+      shift
+    ;;
+    -r)
+      USE_REDIS=1
+      shift
+    ;;
+    -a)
+      USE_BDA=1
+      shift
+    ;;
+  esac
+done
+
 if [ -z "$1" ]
 then
-  echo "Usage: $(basename $0) INSTANCE_ID [...]"
+  echo "Usage: $(basename $0) [-r] [-i] [-a] INSTANCE_ID [...]"
+  echo "  -r : Use redis logging (in addition to log files)"
+  echo "  -i : Use IB-verbs pipeline (rather than packet sockets)"
+  echo "  -a : Use baseline dependent averaging threads"
   exit 1
 fi
 
diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 1df384ba..fea69f1d 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -1,5 +1,6 @@
 #!/usr/bin/env python
 
+import os
 import redis
 import time
 import argparse
@@ -7,6 +8,7 @@
 
 perf_tweaker = 'tweak-perf.sh'
 paper_init = 'paper_init.sh'
+paper_init_ibv = 'paper_init_ibv.sh'
 
 def run_on_hosts(hosts, cmd, user=None, wait=True):
     if isinstance(cmd, str):
@@ -32,11 +34,20 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Number of pipeline instances per host')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
+parser.add_argument('--ibverbs', dest='ibverbs', action='store_true', default=False,
+                    help='Use the IB Verbs netthread. Experimental!')
+parser.add_argument('--redislog', dest='redislog', action='store_true', default=False,
+                    help='Use the redis logger to duplicate log messages on redishost\'s log-channel pubsub stream')
+parser.add_argument('--bda', dest='bda', action='store_true', default=False,
+                    help='Use baseline dependent averaging. (Beta)')
+parser.add_argument('--pypath', dest='pypath', type=str, default="/home/hera/hera-venv",
+                    help='The path to a python virtual environment which will be activated prior to running paper_init. ' +
+                         'Only relevant if using the --redislog flag, which uses a python redis interface')
 
 args = parser.parse_args()
 hosts = args.hosts # Too lazy to keey typing this
 nhosts = len(hosts)
-nhosts_per_timeslice = nhosts / args.timeslices
+nhosts_per_timeslice = nhosts * args.timeslices
 
 assert args.ninstances == 2, 'Sorry, anything other than ninstances=2 is not supported!'
 
@@ -47,7 +58,19 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     run_on_hosts(hosts, perf_tweaker, user='root', wait=True)
 
 # Start X-Engines
-run_on_hosts(hosts, [paper_init, '0', '1'], wait=True) # two instances per host 
+init_args = []
+if args.ibverbs:
+    init_args += ['-i']
+if args.redislog:
+    init_args += ['-r']
+if args.bda:
+    init_args += ['-a']
+
+if args.redislog:
+    python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
+    run_on_hosts(hosts, python_source_cmd + [paper_init] + init_args + ['0', '1'], wait=True) # two instances per host
+else:
+    run_on_hosts(hosts, [paper_init] + init_args + ['0', '1'], wait=True) # two instances per host
 
 # Start hashpipe<->redis gateways
 cpu_masks = ['0x0080', '0x8000']
@@ -56,7 +79,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
         run_on_hosts([host], ['taskset', cpu_masks[i], 'hashpipe_redis_gateway.rb', '-g', host, '-i', '%d'%i])
 
 # Wait for the gateways to come up
-time.sleep(1)
+time.sleep(3)
 
 # Configure the X-engines as even/odd correlators
 for hn, host in enumerate(hosts):

From 278d6be6c46cb0d45d40e13e4158f8d3435d0963 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 27 Aug 2019 02:25:21 +0000
Subject: [PATCH 261/420] Remove unused function

---
 src/hera_catcher_disk_thread.c | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/hera_catcher_disk_thread.c b/src/hera_catcher_disk_thread.c
index 72d7a2f1..73eb67d4 100644
--- a/src/hera_catcher_disk_thread.c
+++ b/src/hera_catcher_disk_thread.c
@@ -615,6 +615,7 @@ static void add_mc_obs(char *fname)
   }
 }
 
+#if 0
 /*
  Have the librarian make new sessions.
 */
@@ -635,6 +636,7 @@ static void make_librarian_sessions(void)
     exit(0);
   }
 }
+#endif
 
 static void compute_integration_time_array(double integration_time, double *integration_time_buf)
 {

From f1b024b053135eb702e531384857937cd3827f43 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 27 Aug 2019 02:25:38 +0000
Subject: [PATCH 262/420] Increase buffer size

Typo reduced intended size by 10x
---
 src/scripts/tweak-perf-sn.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/tweak-perf-sn.sh b/src/scripts/tweak-perf-sn.sh
index 0a595fdb..c5fcbdf4 100755
--- a/src/scripts/tweak-perf-sn.sh
+++ b/src/scripts/tweak-perf-sn.sh
@@ -11,7 +11,7 @@ ethtool -A eth3 rx on
 
 # Kernel buffer sizes
 sysctl net.core.rmem_max=83886080
-sysctl net.core.rmem_default=8388608
+sysctl net.core.rmem_default=83886080
 
 # Kill packets before the IP stack
 iptables -t raw -A PREROUTING -i eth3 -p udp -j DROP

From afa23ca67010d5bf50db2709102517490c7c9ab6 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Thu, 5 Sep 2019 17:38:05 -0700
Subject: [PATCH 263/420] Catcher sum, more headers...

... included more header data to make files pyuvdata compatible.
Added catcher chan sum.
---
 src/hera_catcher_disk_thread_bda.c | 467 +++++++++++++++++------------
 1 file changed, 272 insertions(+), 195 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index dbc8bf52..df7a155d 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -37,10 +37,10 @@
 #endif
 
 #define N_DATA_DIMS (4)
-#define N_CHAN_PROCESSED (N_CHAN_TOTAL / (CATCHER_CHAN_SUM * XENG_CHAN_SUM))
-#define N_CHAN_RECEIVED (N_CHAN_TOTAL / XENG_CHAN_SUM)
+#define N_CHAN_PROCESSED (N_CHAN_TOTAL / (CATCHER_CHAN_SUM_BDA))
+#define N_CHAN_RECEIVED (N_CHAN_TOTAL)
 #define N_BL_PER_WRITE (32)
-//#define SKIP_DIFF
+#define SKIP_DIFF
 
 #define CPTR(VAR,CONST) ((VAR)=(CONST),&(VAR))
 
@@ -80,7 +80,6 @@ typedef struct {
     hid_t flags_did;
     hid_t nsamples_did;
     hid_t time_array_did;
-    hid_t integration_time_did;
     hid_t uvw_array_did;
     hid_t ant_1_array_did;
     hid_t ant_2_array_did;
@@ -88,7 +87,6 @@ typedef struct {
     hid_t flags_fs;
     hid_t nsamples_fs;
     hid_t time_array_fs;
-    hid_t integration_time_fs;
     hid_t uvw_array_fs;
     hid_t ant_1_array_fs;
     hid_t ant_2_array_fs;
@@ -223,12 +221,6 @@ static void init_headers_dataset(hdf5_id_t *id) {
        pthread_exit(NULL);
    }
 
-   id->integration_time_did = H5Dcreate(id->header_gid, "integration_time", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
-   if (id->integration_time_did < 0) {
-       hashpipe_error(__FUNCTION__, "Failed to create integration_time dataset");
-       pthread_exit(NULL);
-   }
-
    id->ant_1_array_did = H5Dcreate(id->header_gid, "ant_1_array", H5T_NATIVE_INT, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
    if (id->ant_1_array_did < 0) {
        hashpipe_error(__FUNCTION__, "Failed to create ant_1_array dataset");
@@ -242,35 +234,11 @@ static void init_headers_dataset(hdf5_id_t *id) {
    }
 
    id->time_array_fs = H5Dget_space(id->time_array_did);
-   id->integration_time_fs = H5Dget_space(id->integration_time_did);
    id->ant_1_array_fs = H5Dget_space(id->ant_1_array_did);
    id->ant_2_array_fs = H5Dget_space(id->ant_2_array_did);
 
    H5Pclose(plist);
    H5Sclose(file_space);
-
-   // TODO: uvw array can be static for a file. See if you can encode this in python.
-   ///* And now uvw_array, which has shape Nblts x 3 */
-   //hsize_t dims2[DIM2]   = {bcnts_per_file, 3};
-   //hsize_t chunk_dims2[DIM2] = {1, 3};
-
-   //file_space = H5Screate_simple(DIM2, dims2, NULL);
-   //plist = H5Pcreate(H5P_DATASET_CREATE);
-
-   //H5Pset_layout(plist, H5D_CHUNKED);
-
-   //H5Pset_chunk(plist, DIM2, chunk_dims2);
-
-   //// Now we have the dataspace properties, create the datasets
-   //id->uvw_array_did = H5Dcreate(id->header_gid, "uvw_array", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
-   //if (id->uvw_array_did < 0) {
-   //    hashpipe_error(__FUNCTION__, "Failed to create uvw_array dataset");
-   //    pthread_exit(NULL);
-   //}
-   //id->uvw_array_fs = H5Dget_space(id->uvw_array_did);
-
-   //H5Pclose(plist);
-   //H5Sclose(file_space);
 }
 
 #define VERSION_BYTES 32
@@ -283,6 +251,8 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
 
     id->file_id = open_hdf5_from_template(template_fname, hdf5_fname);
 
+    fprintf(stdout, "Start new file!\n");
+
     // Open HDF5 header groups and create data group
     id->header_gid = H5Gopen(id->file_id, "Header", H5P_DEFAULT);
     if (id->header_gid < 0) {
@@ -311,6 +281,7 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     init_headers_dataset(id);
 
     // Write meta-data values we know at file-open
+
     // Write data tag
     memtype = H5Tcopy(H5T_C_S1);
     stat = H5Tset_size(memtype, 128);
@@ -330,6 +301,7 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
         hashpipe_error(__FUNCTION__, "Failed to close Header/tag");
     }
 
+    // obs_id
     dataset_id = H5Dopen(id->extra_keywords_gid, "obs_id", H5P_DEFAULT);
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/obs_id");
@@ -342,6 +314,8 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/obs_id");
     }
+
+    // version
     dataset_id = H5Dopen(id->extra_keywords_gid, "corr_ver", H5P_DEFAULT);
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/corr_ver");
@@ -359,6 +333,8 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     if (stat < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/corr_ver");
     }
+
+    // startt
     dataset_id = H5Dopen(id->extra_keywords_gid, "startt", H5P_DEFAULT);
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/startt");
@@ -371,6 +347,8 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/startt");
     }
+
+    fprintf(stdout, "Finshed opening file!\n");
 }
 
 
@@ -423,67 +401,77 @@ static void close_filespaces(hdf5_id_t *id)
     H5Sclose(id->flags_fs);
     H5Sclose(id->nsamples_fs);
     H5Sclose(id->time_array_fs);
-    H5Sclose(id->integration_time_fs);
-    //H5Sclose(id->uvw_array_fs);
     H5Sclose(id->ant_1_array_fs);
     H5Sclose(id->ant_2_array_fs);
 }
 
-/* Given an array of baseline pairs, figure out the indices of the autocorrs */
-static void get_auto_indices(bl_t *bl_order, int32_t *auto_indices, uint32_t n_bls) {
-    int32_t i = 0;
-    for (i=0; i<N_ANTS; i++) {
-        auto_indices[i] = -1;
-    }
-    for (i=0; i<n_bls; i+=1) {
-        if (bl_order[i].a == bl_order[i].b) {
-            if (bl_order[i].a < N_ANTS) {
-                auto_indices[bl_order[i].a] = i;
-            }
-        }
-    }
-}
 
-/* Read the baseline order from an HDF5 file via the Header/corr_bl_order dataset */
-static void get_bl_order(hdf5_id_t *id, bl_t *bl_order) {
-    hid_t dataset_id;
-    herr_t status;
-    dataset_id = H5Dopen(id->header_gid, "corr_bl_order", H5P_DEFAULT);
-    if (dataset_id < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to open Header/corr_bl_order dataset");
-        pthread_exit(NULL);
-    }
-    status = H5Dread(dataset_id, H5T_STD_I32LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, bl_order);
-    if (status < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to read Header/corr_bl_order dataset");
-        pthread_exit(NULL);
-    }
-    status = H5Dclose(dataset_id);
-    if (status < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to close Header/corr_bl_order dataset");
-        pthread_exit(NULL);
-    }
-}
+///* Read the baseline order from an HDF5 file via the Header/corr_bl_order dataset */
+//static void get_bl_order(hdf5_id_t *id, bl_t *bl_order) {
+//    hid_t dataset_id;
+//    herr_t status;
+//    dataset_id = H5Dopen(id->header_gid, "corr_bl_order", H5P_DEFAULT);
+//    if (dataset_id < 0) {
+//        hashpipe_error(__FUNCTION__, "Failed to open Header/corr_bl_order dataset");
+//        pthread_exit(NULL);
+//    }
+//    status = H5Dread(dataset_id, H5T_STD_I32LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, bl_order);
+//    if (status < 0) {
+//        hashpipe_error(__FUNCTION__, "Failed to read Header/corr_bl_order dataset");
+//        pthread_exit(NULL);
+//    }
+//    status = H5Dclose(dataset_id);
+//    if (status < 0) {
+//        hashpipe_error(__FUNCTION__, "Failed to close Header/corr_bl_order dataset");
+//        pthread_exit(NULL);
+//    }
+//}
+
+///* Read the antenna positions from an HDF5 file via the Header/antenna_positions_enu dataset */
+//static void get_ant_pos(hdf5_id_t *id, enu_t *ant_pos) {
+//    hid_t dataset_id;
+//    herr_t status;
+//    dataset_id = H5Dopen(id->header_gid, "antenna_positions_enu", H5P_DEFAULT);
+//    if (dataset_id < 0) {
+//        hashpipe_error(__FUNCTION__, "Failed to open Header/antenna_positions_enu dataset");
+//        pthread_exit(NULL);
+//    }
+//    status = H5Dread(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, ant_pos);
+//    if (status < 0) {
+//        hashpipe_error(__FUNCTION__, "Failed to read Header/antenna_positions_enu dataset");
+//        pthread_exit(NULL);
+//    }
+//    status = H5Dclose(dataset_id);
+//    if (status < 0) {
+//        hashpipe_error(__FUNCTION__, "Failed to close Header/antenna_positions_enu dataset");
+//        pthread_exit(NULL);
+//    }
+//}
+
+
+/* Get the integration time for each baseline from header (set by config file) */
+static void get_integration_time(hdf5_id_t *id, double *integration_time_buf) {
+
+    fprintf(stdout,"Getting integration time\n");
 
-/* Read the antenna positions from an HDF5 file via the Header/antenna_positions_enu dataset */
-static void get_ant_pos(hdf5_id_t *id, enu_t *ant_pos) {
     hid_t dataset_id;
     herr_t status;
-    dataset_id = H5Dopen(id->header_gid, "antenna_positions_enu", H5P_DEFAULT);
+    dataset_id = H5Dopen(id->header_gid, "integration_time", H5P_DEFAULT);
     if (dataset_id < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to open Header/antenna_positions_enu dataset");
+        hashpipe_error(__FUNCTION__, "Failed to open Header/integration_time dataset");
         pthread_exit(NULL);
     }
-    status = H5Dread(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, ant_pos);
+    status = H5Dread(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, integration_time_buf);
     if (status < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to read Header/antenna_positions_enu dataset");
-        pthread_exit(NULL);
+       hashpipe_error(__FUNCTION__, "Failed to read Header/integration_time dataset");
+       pthread_exit(NULL);
     }
     status = H5Dclose(dataset_id);
     if (status < 0) {
-        hashpipe_error(__FUNCTION__, "Failed to close Header/antenna_positions_enu dataset");
-        pthread_exit(NULL);
+        hashpipe_error(__FUNCTION__, "Failed to close Header/integration_time dataset");
     }
+
+    fprintf(stdout, "Returning integration time\n");
 }
 
 /*
@@ -495,30 +483,68 @@ static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
 }
 
 /* 
- * Write a bcnt to the dataset, at the right offset
+ *  Compute JD for the given gps time
+ 
+static double unix2julian(double unixtime)
+{
+    return (2440587.5 + (unixtime / (double)(86400.0)));
+}
+*/
+
+static double compute_jd_from_mcnt(uint64_t mcnt, uint32_t sync_time, double integration_time)
+{
+   double unix_time = sync_time + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
+   unix_time = unix_time - integration_time/2;
+   
+   return (2440587.5 + (unix_time / (double)(86400.0)));
+}
+
+/* 
+ * Write N_BL_PER_WRITE bcnts to the dataset, at the right offset
  */
-static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hsize_t nblts, hid_t mem_space, uint64_t *visdata_buf)
+static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hsize_t nblts, hid_t mem_space, 
+                                 uint64_t *visdata_buf, hbool_t *flags, uint32_t *nsamples)
 {
     hsize_t start[N_DATA_DIMS] = {bcnt, 0, 0, 0};
     hsize_t count[N_DATA_DIMS] = {nblts, 1, N_CHAN_PROCESSED, N_STOKES};
-    H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
-    H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf);
+
+    //H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
+    //H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf);
+
+    // Data
+    if (H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL) <0){
+       hashpipe_error(__FUNCTION__, "Error selecting data hyperslab");
+    }
+    if (H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf) <0){
+       hashpipe_error(__FUNCTION__, "Error writing data to file");
+    }
+
+    // nsamples
+    if (H5Sselect_hyperslab(id->nsamples_fs, H5S_SELECT_SET, start, NULL, count, NULL) <0){
+       hashpipe_error(__FUNCTION__, "Error selecting hyperslab of nsamples");
+    }
+    if (H5Dwrite(id->nsamples_did, H5T_IEEE_F32LE, mem_space, id->nsamples_fs, H5P_DEFAULT, nsamples) <0){
+       hashpipe_error(__FUNCTION__, "Error writing nsamples to file");
+    }
+
+    // flags
+    if (H5Sselect_hyperslab(id->flags_fs, H5S_SELECT_SET, start, NULL, count, NULL) <0){
+       hashpipe_error(__FUNCTION__, "Error selecting flags hyperslab");
+    }
+    if (H5Dwrite(id->flags_did, boolenumtype, mem_space, id->flags_fs, H5P_DEFAULT, flags) <0){
+       hashpipe_error(__FUNCTION__, "Error writing flags to file");
+    }
+
 }
 
+
 /* 
- * Write information to the hdf5 header. The data is written in the order it comes in, so the 
- * header might not be in a particular order-- verify!
- * Write: time, ant0, ant1, integration time
+ * Write information to the hdf5 header.
+ * Write: time, ant0, ant1
  */
 
-static void write_header(hdf5_id_t *id, double *integration_time_buf, double *time_array_buf, 
-                         int *ant_0_array, int *ant_1_array)
-{
-   // integration time  
-   if (H5Dwrite(id->integration_time_did, H5T_NATIVE_DOUBLE, H5S_ALL, H5S_ALL, H5P_DEFAULT, integration_time_buf) < 0){
-        hashpipe_error(__FUNCTION__, "Error writing integration time");
-   }
-
+static void write_header(hdf5_id_t *id, double *time_array_buf, int *ant_0_array, int *ant_1_array)
+{  
    // time stamp of integration
    if (H5Dwrite(id->time_array_did, H5T_NATIVE_DOUBLE, H5S_ALL, H5S_ALL, H5P_DEFAULT, time_array_buf) < 0) {
        hashpipe_error(__FUNCTION__, "Error writing time_array");
@@ -534,13 +560,23 @@ static void write_header(hdf5_id_t *id, double *integration_time_buf, double *ti
        hashpipe_error(__FUNCTION__, "Error writing ant_2_array");
    }
 
+   fprintf(stdout, "Finished writing header\n");
+
 }
 
 // Get the even-sample / first-pol / first-complexity of the correlation buffer for chan `c` baseline `b`
-static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, int bl) {
+static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, uint32_t bl) {
+
+    int xchan, chan, bcnt, offset;
 
+    //Buffers for a single full-stokes baseline
     // 256 bits = 4 stokes * 2 real/imag * 32 bits == 1 channel
-    int chan, bcnt;
+
+    #if CATCHER_CHAN_SUM_BDA != 1
+      int c;
+      __m256i sum_even = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+      __m256i sum_odd  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
+    #endif
 
     __m256i val_even = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
     __m256i val_odd  = _mm256_set_epi64x(0ULL,0ULL,0ULL,0ULL);
@@ -550,14 +586,41 @@ static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, i
     __m256i *out_diff256 = (__m256i *)out_diff;
 
     for(bcnt=0; bcnt<N_BL_PER_WRITE; bcnt++){
-       in_even256 = (__m256i *)(in + hera_catcher_bda_input_databuf_by_bcnt_idx32(bcnt+bl, 0));
-       in_odd256 = (__m256i *)(in + hera_catcher_bda_input_databuf_by_bcnt_idx32(bcnt+bl, 1));
-
-       for(chan=0; chan< N_CHAN_PROCESSED; chan++){
-          val_even = _mm256_load_si256(in_even256 + chan);
-          val_odd  = _mm256_load_si256(in_odd256 + chan);
-          _mm256_store_si256((out_sum256  + chan), _mm256_add_epi32(val_even, val_odd));
-          _mm256_store_si256((out_diff256 + chan), _mm256_sub_epi32(val_even, val_odd));
+       offset = hera_catcher_bda_input_databuf_by_bcnt_idx32(bcnt+bl, 0);
+       in_even256 = (__m256i *)(in + offset);
+       //fprintf(stdout, "Even: bcnt: %d\t offset: %d\t val: %d\n", bcnt, offset, *(in + offset));
+       offset = hera_catcher_bda_input_databuf_by_bcnt_idx32(bcnt+bl, 1);
+       in_odd256  = (__m256i *)(in + offset);
+       //fprintf(stdout, "Odd: bcnt: %d\t offset: %d\t val: %d\n", bcnt, offset, *(in + offset));
+
+       for(xchan=0; xchan< N_CHAN_TOTAL; xchan+= CATCHER_CHAN_SUM_BDA){
+          chan = xchan/CATCHER_CHAN_SUM_BDA;
+
+          #if CATCHER_CHAN_SUM_BDA != 1
+             // Add channels
+             for(c=0; c<CATCHER_CHAN_SUM_BDA; c++){
+                val_even = _mm256_load_si256(in_even256 + xchan + c);
+                val_odd  = _mm256_load_si256(in_odd256  + xchan + c);
+                if (c==0){
+                   sum_even = val_even;
+                   sum_odd  = val_odd;
+                }
+                else{
+                   sum_even = _mm256_add_epi32(sum_even, val_even);
+                   sum_odd  = _mm256_add_epi32(sum_odd,  val_odd);
+                }
+             }
+             // Write to output
+             _mm256_store_si256((out_sum256  + (bcnt*N_CHAN_PROCESSED + chan)), _mm256_add_epi32(sum_even, sum_odd));
+             _mm256_store_si256((out_diff256 + (bcnt*N_CHAN_PROCESSED + chan)), _mm256_sub_epi32(sum_even, sum_odd));
+
+          #else
+             // Load and write sum/diff
+             val_even = _mm256_load_si256(in_even256 + xchan);
+             val_odd  = _mm256_load_si256(in_odd256 + xchan);
+             _mm256_store_si256((out_sum256  + (bcnt*N_CHAN_PROCESSED+ chan)), _mm256_add_epi32(val_even, val_odd));
+             _mm256_store_si256((out_diff256 + (bcnt*N_CHAN_PROCESSED+ chan)), _mm256_sub_epi32(val_even, val_odd));
+          #endif
        }
     }
 return;
@@ -628,17 +691,11 @@ static void *run(hashpipe_thread_args_t * args)
     char tag[128];
     uint64_t baseline_dist[N_BDABUF_BINS];
 
-    // Variables for antenna positions and baseline orders. These should be provided
-    // via the HDF5 header template.
-    bl_t bl_order[VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES];
-    //bl_bda_t bl_bda_order[bcnts_per_file];
-    int32_t auto_indices[N_ANTS];
-    enu_t ant_pos[N_ANTS];
-
     // Init status variables
     hashpipe_status_lock_safe(&st);
     hputi8(st.buf, "DISKMCNT", 0);
     hputu4(st.buf, "TRIGGER", trigger);
+    hputu4(st.buf, "NDONEFIL", file_cnt);
     hashpipe_status_unlock_safe(&st);
 
     // Redis connection
@@ -669,7 +726,7 @@ static void *run(hashpipe_thread_args_t * args)
     int32_t *db_in32;
     int rv;
     int curblock_in=0;
-    double file_start_t, file_stop_t, file_duration; // time from bcnt
+    float file_start_t, file_stop_t, file_duration; // time from bcnt
     int64_t file_obs_id, file_nblts=0, file_nts=0;
     int32_t curr_file_bcnt = -1;
     uint32_t bctr, strt_bcnt, stop_bcnt, break_bcnt;        // bcnt variable
@@ -678,41 +735,35 @@ static void *run(hashpipe_thread_args_t * args)
     uint32_t file_offset;
     herr_t status;
 
-    hdf5_id_t sum_file, diff_file;
+    hdf5_id_t sum_file;
+    #ifndef SKIP_DIFF
+    hdf5_id_t diff_file;
+    #endif
     
     // aligned_alloc because we're going to use 256-bit AVX instructions
     int32_t *bl_buf_sum  = (int32_t *)aligned_alloc(32, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
     int32_t *bl_buf_diff = (int32_t *)aligned_alloc(32, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
 
-    memset(bl_buf_sum, 0, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
-    memset(bl_buf_diff, 0, N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+    memset(bl_buf_sum,  0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
+    memset(bl_buf_diff, 0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
 
+    // Init here, realloc after reading baseline distribution from redis
     double *integration_time_buf = (double *)malloc(1 * sizeof(double));
     double *time_array_buf       = (double *)malloc(1 * sizeof(double));
-    int *ant_0_array             = (int *)malloc(1 * sizeof(int));
-    int *ant_1_array             = (int *)malloc(1 * sizeof(int));
-    //double *uvw_array_buf        = (double *)malloc(bcnts_per_file * 3 * sizeof(double));
+    int *ant_0_array             =    (int *)malloc(1 * sizeof(int));
+    int *ant_1_array             =    (int *)malloc(1 * sizeof(int));
 
     // Allocate an array of bools for flags and n_samples
-    hbool_t *flags = (hbool_t *)calloc(1, 1 * sizeof(hbool_t));
-    //uint64_t *nsamples = (uint64_t *)malloc(bcnts_per_file * sizeof(uint64_t));
+    hbool_t *flags = (hbool_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(hbool_t));
+    uint32_t *nsamples = (uint32_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(uint32_t));
+
+    memset(flags,    1, N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(hbool_t));
+    memset(nsamples, 0, N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(uint32_t));
 
     // Define memory space of a block
     hsize_t dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};
     hid_t mem_space_bl_per_write = H5Screate_simple(N_DATA_DIMS, dims, NULL);
 
-    // Define the memory space used by these buffers for HDF5 access
-    // We write 1[baseline] x 1[spw] x N_CHAN_PROCESSED x N_STOKES at a time
-    //hsize_t dims[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
-    //hid_t mem_space_data = H5Screate_simple(N_DATA_DIMS, dims, NULL);
-
-    // Memory spaces to Nblts-element header vectors
-    //hsize_t dims1[DIM1] = {N_CHAN_PROCESSED*NSTOKES};
-    //hid_t mem_space_nblts = H5Screate_simple(DIM1, dims1, NULL);
-    // Memory spaces to (Nblts x 3)-element header vectors
-    //hsize_t dims2[DIM2] = {bcnts_per_file, 3};
-    //hid_t mem_space_uvw = H5Screate_simple(DIM2, dims2, NULL);
-
     while (run_threads()) {
         // Note waiting status,
         hashpipe_status_lock_safe(&st);
@@ -775,17 +826,9 @@ static void *run(hashpipe_thread_args_t * args)
           file_cnt = 0;
           hashpipe_status_lock_safe(&st);
           hputu4(st.buf, "TRIGGER", 0);
-          hashpipe_status_unlock_safe(&st);
-          idle = 0;
-          if (use_redis) {
-              // Create the "corr:is_taking_data" hash. This will be set to 
-              // state=False when data taking is complete. Or if this pipeline 
-              // exits the key will expire.
-              redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
-          }
-
-          // Get baseline distribution from redis.
-          hashpipe_status_lock_safe(&st);
+          
+          // Get baseline distribution from redis -- this has to be done here
+          // to ensure that redis database is updated before reading.
           hgetu8(st.buf,"NBL2SEC", &baseline_dist[0]);
           hgetu8(st.buf,"NBL4SEC", &baseline_dist[1]);
           hgetu8(st.buf,"NBL8SEC", &baseline_dist[2]);
@@ -797,17 +840,23 @@ static void *run(hashpipe_thread_args_t * args)
           fprintf(stdout,"8 x %ld\t 4 x %ld\t 2 x %ld\t 1 x %ld\n",
                   baseline_dist[0],baseline_dist[1],baseline_dist[2],baseline_dist[3]);
           fprintf(stdout,"Total Baselines: %ld\n", bcnts_per_file);
-         
+
+          fprintf(stdout, "N_CHAN_PROCESSED: %d\n", N_CHAN_PROCESSED);
+          fprintf(stdout, "CATCHER_CHAN_SUM_BDA: %d\n", CATCHER_CHAN_SUM_BDA);
+
           integration_time_buf = (double *)realloc(integration_time_buf, bcnts_per_file * sizeof(double));
-          time_array_buf       = (double *)realloc(time_array_buf, bcnts_per_file * sizeof(double));
-          ant_0_array          = (int *)realloc(ant_0_array, bcnts_per_file * sizeof(int));
-          ant_1_array          = (int *)realloc(ant_1_array, bcnts_per_file * sizeof(int));
-          //double *uvw_array_buf        = (double *)malloc(bcnts_per_file * 3 * sizeof(double));
+          time_array_buf       = (double *)realloc(time_array_buf,       bcnts_per_file * sizeof(double));
+          ant_0_array          =    (int *)realloc(ant_0_array,          bcnts_per_file * sizeof(int));
+          ant_1_array          =    (int *)realloc(ant_1_array,          bcnts_per_file * sizeof(int));
 
-          // Allocate an array of bools for flags and n_samples
-          flags = (hbool_t *)realloc(flags, bcnts_per_file * sizeof(hbool_t));
-          memset(flags, 1, bcnts_per_file* sizeof(hbool_t));
-          //uint64_t *nsamples = (uint64_t *)malloc(bcnts_per_file * sizeof(uint64_t));
+    
+          idle = 0;
+          if (use_redis) {
+              // Create the "corr:is_taking_data" hash. This will be set to 
+              // state=False when data taking is complete. Or if this pipeline 
+              // exits the key will expire.
+              redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
+          }
 
         } else if (file_cnt >= nfiles) {
           // If we're transitioning to idle state
@@ -852,12 +901,11 @@ static void *run(hashpipe_thread_args_t * args)
           // these variables store the baseline numbers for the start and end of these blocks
           strt_bcnt = db_in->block[curblock_in].header.bcnt[bctr];
           stop_bcnt = db_in->block[curblock_in].header.bcnt[bctr+N_BL_PER_WRITE-1]; 
-          //fprintf(stderr, "Start bcnt: %d\t Stop bcnt: %d\n", strt_bcnt, stop_bcnt);
 
           clock_gettime(CLOCK_MONOTONIC, &t_start);
           compute_sum_diff(db_in32, bl_buf_sum, bl_buf_diff, bctr);
           clock_gettime(CLOCK_MONOTONIC, &t_stop);
-  
+
           t_ns = ELAPSED_NS(t_start, t_stop);
           elapsed_t_ns += t_ns;
           min_t_ns = MIN(t_ns, min_t_ns);
@@ -872,19 +920,25 @@ static void *run(hashpipe_thread_args_t * args)
              // Copy all contents
              if (curr_file_bcnt >= 0){
                 file_offset = strt_bcnt - curr_file_bcnt;
-                //fprintf(stdout, "Writing to offset: %d\n", file_offset);
+
                 clock_gettime(CLOCK_MONOTONIC, &w_start);
-                write_baseline_index(&sum_file, file_offset, N_BL_PER_WRITE, mem_space_bl_per_write, (uint64_t *)bl_buf_sum);
-                //write_baseline_index(&diff_file, file_offset, N_BL_PER_WRITE, mem_space_bl_per_write, (uint64_t *)bl_buf_diff);
+                write_baseline_index(&sum_file, file_offset, N_BL_PER_WRITE, mem_space_bl_per_write, 
+                                    (uint64_t *)bl_buf_sum, flags, nsamples);
+                #ifndef SKIP_DIFF
+                write_baseline_index(&diff_file, file_offset, N_BL_PER_WRITE, mem_space_bl_per_write, 
+                                    (uint64_t *)bl_buf_diff, flags, nsamples);
+                #endif
+
                 clock_gettime(CLOCK_MONOTONIC, &w_stop);
 
                 for(b=0; b< N_BL_PER_WRITE; b++){
                    ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[bctr+b];
                    ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[bctr+b];
-                   time_array_buf[file_offset+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time);
-                   flags[file_offset+b]          = 0;
+
+                   time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time,  
+                                                   integration_time_buf[file_offset+b]);
                 }
-                // Update time and sample counters
+                
                 file_nblts += N_BL_PER_WRITE;
 
                 w_ns = ELAPSED_NS(w_start, w_stop);
@@ -904,7 +958,7 @@ static void *run(hashpipe_thread_args_t * args)
              } else {
                  break_bcnt = ((strt_bcnt / bcnts_per_file) + 1) * bcnts_per_file;
              }
-             fprintf(stderr, "Breaking at bcnt: %d\n", break_bcnt);
+             fprintf(stdout, "Breaking at bcnt: %d\n", break_bcnt);
              if (break_bcnt % bcnts_per_file) {
                 fprintf(stderr,"Something is wrong\n");
              }
@@ -914,27 +968,35 @@ static void *run(hashpipe_thread_args_t * args)
              if (curr_file_bcnt >=0){
                  // copy data
                  nbls = break_bcnt - strt_bcnt;
-                 //fprintf(stderr, "Copying till bcnt: %d\t Number of baselines: %d\n", break_bcnt, nbls);
+                 
                  if (nbls > 0){
+                    // select the hyperslab of the shared mem to write to file
                     hsize_t start[N_DATA_DIMS] = {0, 0, 0 ,0};
-                    hsize_t count[N_DATA_DIMS] = {nbls, 1, N_CHAN_PROCESSED, N_STOKES};
-                    status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, NULL);
+                    hsize_t count[N_DATA_DIMS] = {nbls, 1, 1, 1};
+                    hsize_t block[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
+                    status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, block);
                     if (status < 0){
                        hashpipe_error(__FUNCTION__, "Failed to select hyperslab of shared databuf\n");
                        pthread_exit(NULL);
                     }
 
                     file_offset = strt_bcnt - curr_file_bcnt;
+
                     clock_gettime(CLOCK_MONOTONIC, &w_start);
-                    write_baseline_index(&sum_file, file_offset, nbls, mem_space_bl_per_write, (uint64_t *)bl_buf_sum);
-                    //write_baseline_index(&diff_file, file_offset, nbls, mem_space_bl_per_write, (uint64_t *)bl_buf_diff);
+                    write_baseline_index(&sum_file, file_offset, nbls, mem_space_bl_per_write, 
+                                        (uint64_t *)bl_buf_sum, flags, nsamples);
+                    #ifndef SKIP_DIFF
+                      write_baseline_index(&diff_file, file_offset, nbls, mem_space_bl_per_write, 
+                                          (uint64_t *)bl_buf_diff, flags, nsamples);
+                    #endif
+
                     clock_gettime(CLOCK_MONOTONIC, &w_stop);
 
                     for(b=0; b< nbls; b++){
                        ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[bctr+b];
                        ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[bctr+b];
-                       time_array_buf[file_offset+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time);
-                       flags[file_offset+b]          = 0;
+                       time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time, 
+                                                       integration_time_buf[file_offset+b]);
                     }
                     file_nblts += nbls;
 
@@ -944,7 +1006,7 @@ static void *run(hashpipe_thread_args_t * args)
                        hashpipe_error(__FUNCTION__, "Failed to reset selection\n");
                        pthread_exit(NULL);
                     }
-              
+
                     w_ns = ELAPSED_NS(w_start, w_stop);
                     elapsed_w_ns += w_ns;
                     min_w_ns = MIN(w_ns, min_w_ns);
@@ -956,16 +1018,21 @@ static void *run(hashpipe_thread_args_t * args)
                  file_duration = file_stop_t - file_start_t;
 
                  fprintf(stdout, "Closing datasets and files\n");
-                 write_header(&sum_file,  integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
-                 write_header(&diff_file, integration_time_buf, time_array_buf, ant_0_array, ant_1_array);
+                 write_header(&sum_file, time_array_buf, ant_0_array, ant_1_array);
                  close_filespaces(&sum_file);
-                 close_filespaces(&diff_file);
                  close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
+
+                 #ifndef SKIP_DIFF 
+                 write_header(&diff_file, time_array_buf, ant_0_array, ant_1_array);
+                 close_filespaces(&diff_file);
                  close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
+                 #endif
+
                  file_cnt += 1;
 
                  hashpipe_status_lock_safe(&st);
-                 hputu8(st.buf, "FILESEC", file_duration);
+                 hputr4(st.buf, "FILESEC", (float)file_duration);
+                 hputi8(st.buf, "NDONEFIL", file_cnt);
                  hashpipe_status_unlock_safe(&st); 
 
                  // If this is the last file, mark this block done and get out of the loop
@@ -983,63 +1050,73 @@ static void *run(hashpipe_thread_args_t * args)
 
              // Open new sum and difference files
              // Init all counters to zero
+
+             fprintf(stdout, "Init arrays\n");
+
              file_nblts = 0;
              file_nts = 0;
              memset(ant_0_array,          0, bcnts_per_file * sizeof(uint16_t));
              memset(ant_1_array,          0, bcnts_per_file * sizeof(uint16_t));
              memset(time_array_buf,       0, bcnts_per_file * sizeof(double));
-             memset(integration_time_buf, 0, bcnts_per_file * sizeof(double));
 
              curr_file_bcnt = break_bcnt;
              block_offset = bctr + break_bcnt - strt_bcnt;
-             fprintf(stderr, "Curr file bcnt: %d\n", curr_file_bcnt);
-             fprintf(stderr, "Curr file mcnt: %ld\n", db_in->block[curblock_in].header.mcnt[block_offset]);
+             fprintf(stdout, "Curr file bcnt: %d\n", curr_file_bcnt);
+             fprintf(stdout, "Curr file mcnt: %ld\n", db_in->block[curblock_in].header.mcnt[block_offset]);
              gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt[block_offset], sync_time);
              julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
              file_start_t = gps_time;
              file_obs_id = (int64_t)gps_time;
 
              sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
-             fprintf(stderr, "Opening new file %s\n", hdf5_fname);
+             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
              start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
 
-             sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
-             fprintf(stderr, "Opening new file %s\n", hdf5_fname);
-             start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+             #ifndef SKIP_DIFF
+               sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
+               fprintf(stdout, "Opening new file %s\n", hdf5_fname);
+               start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+             #endif
 
              // Get the antenna positions and baseline orders
              // These are needed for populating the ant_[1|2]_array and uvw_array
-             get_ant_pos(&sum_file, ant_pos);
-             get_bl_order(&sum_file, bl_order);
-             //get_bl_bda_order(&sum_file, bl_bda_order);
-             get_auto_indices(bl_order, auto_indices, VIS_MATRIX_ENTRIES_PER_CHAN / N_STOKES);
+             //get_ant_pos(&sum_file, ant_pos);
+             //get_bl_order(&sum_file, bl_order);
+             get_integration_time(&sum_file, integration_time_buf);
        
              // Copy data to the right location
              nbls = stop_bcnt - break_bcnt + 1;
-             //fprintf(stderr, "Copying nbls: %d\n", nbls);
+             // fprintf(stdout, "Copying nbls: %d\n", nbls);
 
              if (nbls > 0){
                 if (nbls % N_BL_PER_WRITE){
                    hsize_t start[N_DATA_DIMS] = {block_offset, 0, 0, 0};
-                   hsize_t count[N_DATA_DIMS] = {nbls, 1, N_CHAN_PROCESSED, N_STOKES};
-                   status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, NULL);
+                   hsize_t count[N_DATA_DIMS] = {nbls, 1, 1, 1};
+                   hsize_t block[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
+                   status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, block);
                    if (status < 0){
                       hashpipe_error(__FUNCTION__, "Failed to select hyperslab of shared databuf\n");
                       pthread_exit(NULL);
                    }
                 }
                 file_offset = break_bcnt - curr_file_bcnt;
-                clock_gettime(CLOCK_MONOTONIC, &w_start);
-                write_baseline_index(&sum_file, file_offset, nbls, mem_space_bl_per_write, (uint64_t *)bl_buf_sum);
-                //write_baseline_index(&diff_file, file_offset, nbls, mem_space_bl_per_write, (uint64_t *)bl_buf_diff);
-                clock_gettime(CLOCK_MONOTONIC, &w_stop); 
 
                 for(b=0; b< nbls; b++){
                    ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[block_offset+b];
                    ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[block_offset+b];
-                   time_array_buf[file_offset+b] = mcnt2time(db_in->block[curblock_in].header.mcnt[block_offset+b], sync_time);
-                   flags[file_offset+b]          = 0;
+                   time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[block_offset+b], sync_time, 
+                                                   integration_time_buf[file_offset+b]);
                 }
+                
+                clock_gettime(CLOCK_MONOTONIC, &w_start);
+                write_baseline_index(&sum_file, file_offset, nbls, mem_space_bl_per_write, 
+                                    (uint64_t *)bl_buf_sum, flags, nsamples);
+                #ifndef SKIP_DIFF
+                  write_baseline_index(&diff_file, file_offset, nbls, mem_space_bl_per_write, 
+                                      (uint64_t *)bl_buf_diff, flags, nsamples);
+                #endif
+                clock_gettime(CLOCK_MONOTONIC, &w_stop); 
+
                 file_nblts += nbls;
 
                 //reset selection
@@ -1048,6 +1125,7 @@ static void *run(hashpipe_thread_args_t * args)
                    hashpipe_error(__FUNCTION__, "Failed to reset selection\n");
                    pthread_exit(NULL);
                 }
+
                 w_ns = ELAPSED_NS(w_start, w_stop);
                 elapsed_w_ns += w_ns;
                 min_w_ns = MIN(w_ns, min_w_ns);
@@ -1069,7 +1147,6 @@ static void *run(hashpipe_thread_args_t * args)
         hputr4(st.buf, "DISKWBNS", bl_w_ns);
         hputi8(st.buf, "DISKWMIN", min_w_ns);
         hputi8(st.buf, "DISKWMAX", max_w_ns);
-
          
         hputi8(st.buf, "DISKWBL", w_ns/BASELINES_PER_BLOCK);
 

From 6e4f9a3330201536a73eb0d2b8e1bafe62d68be5 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Thu, 5 Sep 2019 17:39:49 -0700
Subject: [PATCH 264/420] BDA version of header template

---
 src/scripts/hera_make_hdf5_template_bda.py | 298 +++++++++++++++++++++
 1 file changed, 298 insertions(+)
 create mode 100644 src/scripts/hera_make_hdf5_template_bda.py

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
new file mode 100644
index 00000000..4d929679
--- /dev/null
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -0,0 +1,298 @@
+#!/usr/bin/env python
+
+from __future__ import print_function, division, absolute_import
+import h5py
+import sys
+import json
+import logging
+import numpy as np
+import time
+import copy
+import redis
+from hera_corr_f import helpers
+
+logger = helpers.add_default_log_handlers(logging.getLogger(__file__))
+
+def get_corr_to_hera_map(r, nants_data=192, nants=352):
+    """
+    Given a redis.Redis instance, r, containing
+    appropriate metadata - figure out the mapping
+    of correlator index (0 - Nants_data -1) to
+    hera antenna number (0 - Nants).
+    """
+    out_map = np.arange(nants, nants + nants_data) # use default values outside the range of real antennas
+
+    # A dictionary with keys which are antenna numbers
+    # of the for {<ant> :{<pol>: {'host':SNAPHOSTNAME, 'channel':INTEGER}}}
+    ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
+    #host_to_index = r.hgetall("corr:snap_ants")
+    for ant, pol in ant_to_snap.iteritems():
+        hera_ant_number = int(ant)
+        host = pol["n"]["host"]
+        chan = pol["n"]["channel"] # runs 0-5
+        snap_ant_chans = r.hget("corr:snap_ants", host)
+        if snap_ant_chans is None:
+            logger.warning("Couldn't find antenna indices for %s" % host)
+            continue
+        corr_ant_number = json.loads(snap_ant_chans)[chan//2] #Indexes from 0-3 (ignores pol)
+        print(corr_ant_number)
+        out_map[corr_ant_number] = hera_ant_number
+        logger.info("HERA antenna %d maps to correlator input %d" % (hera_ant_number, corr_ant_number))
+
+    return out_map
+
+def get_bl_order(n_ants):
+    """
+    Return the order of baseline data output by a CASPER correlator
+    X engine.
+    
+    Extracted from the corr package -- https://github.com/ska-sa/corr
+    """
+    order1, order2 = [], []
+    for i in range(n_ants):
+        for j in range(int(n_ants//2),-1,-1):
+            k = (i-j) % n_ants
+            if i >= k: order1.append((k, i))
+            else: order2.append((i, k))
+    order2 = [o for o in order2 if o not in order1]
+    return tuple([o for o in order1 + order2])
+
+def get_ant_names():
+    """
+    Generate a list of antenna names, where position
+    in the list indicates numbering in the data files.
+    """
+    return ["foo"]*352
+
+def get_cm_info():
+    from hera_mc import sys_handling
+    h = sys_handling.Handling()
+    return h.get_cminfo_correlator()
+
+def get_antpos_enu(antpos, lat, lon, alt):
+    """
+    Compute the antenna positions in ENU coordinates from rotECEF.
+
+    Args:
+      antpos -- array of antenna positions. Should have shape (Nants, 3).
+      lat (float) -- telescope latitude, in radians
+      lon (float) -- telescope longitude, in radians
+      alt (float) -- telescope altitude, in meters
+
+    Returns:
+      enu -- array of antenna positions in ENU frame. Has shape (Nants, 3).
+    """
+    import pyuvdata.utils as uvutils
+    ecef = uvutils.ECEF_from_rotECEF(antpos, lon)
+    enu  = uvutils.ENU_from_ECEF(ecef, lat, lon, alt)
+    return enu
+
+def get_antpos_ecef(antpos, lon):
+    """
+    Compute the antenna positions in ECEF coordinates from rotECEF
+
+    Args:
+      antpos -- array of antenna positions. Should have shape (Nants, 3).
+      lon (float) -- telescope longitude, in radians
+
+    Returns:
+      ecef -- array of antenna positions in ECEF frame. Has shape (Nants, 3)
+    """
+    import pyuvdata.utils as uvutils
+    ecef = uvutils.ECEF_from_rotECEF(antpos, lon)
+    return ecef
+
+def get_telescope_location_ecef(lat, lon, alt):
+    """
+    Compute the telescope location in ECEF coordinates from lat/lon/alt.
+
+    Args:
+      lat (float) -- telescope latitude, in radians
+      lon (float) -- telescope longitude, in radians
+      alt (float) -- telescope altitude, in meters
+
+    Returns:
+       ecef -- len(3) array of x,y,z values of telescope location in ECEF
+           coordinates, in meters.
+    """
+    import pyuvdata.utils as uvutils
+    return uvutils.XYZ_from_LatLonAlt(lat, lon, alt)
+
+
+def create_header(h5, config, use_cm=False, use_redis=False):
+    """
+    Create an HDF5 file with appropriate datasets in a "Header"
+    data group.
+
+    inputs: h5 -- an h5py File object
+            use_cm -- boolean. If True, get valid data from the hera_cm
+                      system. If False, just stuff the header with fake
+                      data.
+    """
+
+    INSTRUMENT = "HERA"
+
+    #Load config file
+    config = np.loadtxt(config, dtype=np.int)
+    baselines = []
+    integration_time = []
+    time_ctr = 0
+
+    for time_ctr in range(1,9,1):
+        for i,t in enumerate(config[:,2]):
+            if (t==0): continue
+            elif not (time_ctr % t):
+                baselines.append((config[i,0], config[i,1]))
+                integration_time.append(t * 2)
+
+    ant_1_array = np.array([x for (x,y) in baselines])
+    ant_2_array = np.array([y for (x,y) in baselines])
+
+    NANTS_DATA = len(set(ant_1_array))
+    NANTS = 352
+    NCHANS = int(2048 // 4 * 3)
+    NCHANS_F = 8192
+    NCHAN_SUM = 4
+    ANT_DIAMETER = 14.0
+    INT_TIME = 10.0
+    n_bls = len(baselines) #bls = np.array(get_bl_order(NANTS_DATA))
+    channel_width = 250e6 / NCHANS_F * NCHAN_SUM
+    freqs = np.linspace(0, 250e6, NCHANS_F + 1)[1536 : 1536 + (8192 // 4 * 3)]
+    # average over channels
+    freqs = freqs.reshape(NCHANS, NCHAN_SUM).sum(axis=1) / NCHAN_SUM
+
+    if use_cm:
+        cminfo = get_cm_info()
+        # add the enu co-ords
+        lat = cminfo["cofa_lat"] * np.pi / 180.
+        lon = cminfo["cofa_lat"] * np.pi / 180.
+        cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], lat, lon,
+                                                         cminfo["cofa_alt"])
+    else:
+        cminfo = None
+
+    if use_redis:
+        r = redis.Redis("redishost")
+        fenginfo = r.hgetall("init_configuration")
+        corr_to_hera_map = get_corr_to_hera_map(r, nants_data=NANTS_DATA, nants=NANTS)
+        for n in range(baselines.shape[0]):
+            bls[n] = [corr_to_hera_map[bls[n,0]], corr_to_hera_map[bls[n,1]]]
+    else:
+        fenginfo = None
+        # Use impossible antenna numbers to indicate they're not really valid
+        corr_to_hera_map = np.arange(NANTS, NANTS+NANTS_DATA)
+
+    header = h5.create_group("Header")
+    header.create_dataset("Nants_data", dtype="<i8", data=NANTS_DATA)
+    header.create_dataset("Nants_telescope", dtype="<i8", data=NANTS)
+    header.create_dataset("Nbls",   dtype="<i8", data=n_bls)
+    header.create_dataset("Nblts",  dtype="<i8", data=n_bls) 
+    header.create_dataset("Nfreqs", dtype="<i8", data=NCHANS)
+    header.create_dataset("Npols",  dtype="<i8", data=4)
+    header.create_dataset("Nspws",  dtype="<i8", data=1)
+    header.create_dataset("Ntimes", dtype="<i8", data=n_bls) 
+    header.create_dataset("corr_bl_order", dtype="<i8", data=np.array(baselines))
+    header.create_dataset("ant_1_array_conf", dtype="<i8", data=ant_1_array)
+    header.create_dataset("ant_2_array_conf", dtype="<i8", data=ant_2_array)
+    header.create_dataset("antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS)
+    header.create_dataset("channel_width",     dtype="<f8", data=channel_width)
+    header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=freqs) #TODO Get from config
+    header.create_dataset("history",   data=np.string_("%s: Template file created\n" % time.ctime()))
+    header.create_dataset("instrument", data=np.string_(INSTRUMENT))
+    header.create_dataset("integration_time", dtype="<f8", data=integration_time)
+    header.create_dataset("object_name", data=np.string_("zenith"))
+    header.create_dataset("phase_type",  data=np.string_("drift"))
+    header.create_dataset("polarization_array", dtype="<i8", data=[-5, -6, -7, -8])
+    header.create_dataset("spw_array",      dtype="<i8", data=[0])
+    header.create_dataset("telescope_name", data=np.string_("HERA"))
+    header.create_dataset("vis_units",  data=np.string_("UNCALIB"))
+    if use_cm:
+        # convert lat and lon from degrees -> radians
+        lat = cminfo['cofa_lat'] * np.pi / 180.
+        lon = cminfo['cofa_lon'] * np.pi / 180.
+        alt = cminfo['cofa_alt']
+        telescope_location_ecef = get_telescope_location_ecef(lat, lon, alt)
+        antpos_ecef = get_antpos_ecef(cminfo["antenna_positions"], lon)
+        header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
+        ant_pos = -1 * np.ones([NANTS,3], dtype=np.int64) * telescope_location_ecef
+        ant_pos_enu = -1 * np.ones([NANTS,3], dtype=np.int64) * telescope_location_ecef
+        ant_names = ["NONE"]*NANTS
+        ant_nums = [-1]*NANTS
+        for n, i in enumerate(cminfo["antenna_numbers"]):
+            ant_pos[i]     = antpos_ecef[n] - telescope_location_ecef
+            ant_names[i]   = np.string_(cminfo["antenna_names"][n])
+            ant_nums[i]    = cminfo["antenna_numbers"][n]
+            ant_pos_enu[i] = cminfo["antenna_positions_enu"][n]
+        header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=ant_names)
+        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=ant_nums)
+        header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS,3), data=ant_pos)
+        header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS,3), data=ant_pos_enu)
+        header.create_dataset("latitude",    dtype="<f8", data=cminfo["cofa_lat"])
+        header.create_dataset("longitude",   dtype="<f8", data=cminfo["cofa_lon"])
+    else:
+        header.create_dataset("altitude",    dtype="<f8", data=0.0)
+        header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
+        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=range(NANTS))
+        header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
+        header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
+        header.create_dataset("latitude",    dtype="<f8", data=0.0)
+        header.create_dataset("longitude",   dtype="<f8", data=0.0)
+
+    # lst_array needs populating by receiver. Should be center of integrations in radians
+    header.create_dataset("lst_array",   dtype="<f8", data=np.zeros(n_bls))
+    # time_array needs populating by receiver (should be center of integrations in JD)
+    #header.create_dataset("time_array", dtype="<f8", data=np.zeros(n_bls * NTIMES))
+    # uvw_needs populating by receiver: uvw = xyz(ant2) - xyz(ant1). Units, metres.
+    header.create_dataset("uvw_array",  dtype="<f8", data=np.zeros([n_bls, 3]))
+    # !Some! extra_keywords need to be computed for each file
+    add_extra_keywords(header, cminfo, fenginfo)
+
+
+def add_extra_keywords(obj, cminfo=None, fenginfo=None):
+    extras = obj.create_group("extra_keywords")
+    if cminfo is not None:
+        extras.create_dataset("cmver", data=np.string_(cminfo["cm_version"]))
+        # we need to convert antenna_positions to a list for json to play nicely
+        cminfo_copy = copy.deepcopy(cminfo)
+        cminfo_copy["antenna_positions"] = cminfo_copy["antenna_positions"].tolist()
+        extras.create_dataset("cminfo", data=np.string_(json.dumps(cminfo_copy)))
+        del(cminfo_copy)
+    else:
+        extras.create_dataset("cmver", data=np.string_("generated-without-cminfo"))
+        extras.create_dataset("cminfo", data=np.string_("generated-without-cminfo"))
+    if fenginfo is not None:
+        extras.create_dataset("finfo", data=np.string_(json.dumps(fenginfo)))
+    else:
+        extras.create_dataset("finfo", data=np.string_("generated-without-redis"))
+    #extras.create_dataset("st_type", data=np.string_("???"))
+    extras.create_dataset("duration", dtype="<f8", data=0.0) # filled in by receiver
+    extras.create_dataset("obs_id", dtype="<i8", data=0)     # filled in by receiver
+    extras.create_dataset("startt", dtype="<f8", data=0.0)   # filled in by receiver
+    extras.create_dataset("stopt",  dtype="<f8", data=0.0)   # filled in by receiver
+    extras.create_dataset("corr_ver",  dtype="|S32", data=np.string_("unknown"))# filled in by receiver
+    extras.create_dataset("tag",  dtype="|S128", data=np.string_("unknown"))# filled in by receiver
+
+if __name__ == "__main__":
+    import argparse
+    
+    parser = argparse.ArgumentParser(description='Create a template HDF5 header file, optionally '\
+                                     'using the correlator C+M system to get current meta-data',
+                                     formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+    parser.add_argument('output', type=str, help = 'Path to which the template header file should be output')
+    parser.add_argument('-c', dest='use_cminfo', action='store_true', default=False,
+                        help ='Use this flag to get up-to-date (hopefully) array meta-data from the C+M system')
+    parser.add_argument('-r', dest='use_redis', action='store_true', default=False,
+                        help ='Use this flag to get up-to-date (hopefully) f-engine meta-data from a redis server at `redishost`')
+    parser.add_argument('--config', type=str, default=None, 
+                        help = 'BDA Configuration file to create header (taken from redis by default)')
+    args = parser.parse_args()
+
+    if args.config:
+       config = args.config
+    else:
+       import redis
+       r = redis.Redis('redishost')
+       config = r.get('bda:config')
+
+    with h5py.File(args.output, "w") as h5:
+        create_header(h5, config, use_cm=args.use_cminfo, use_redis=args.use_redis)

From fbb03bfebace3364d82e5f65c9af506fb115429b Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Thu, 5 Sep 2019 17:41:00 -0700
Subject: [PATCH 265/420] add chan sum

---
 src/paper_databuf.h | 15 +++++++++++----
 1 file changed, 11 insertions(+), 4 deletions(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 79812585..e9b142dd 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -301,8 +301,8 @@ typedef struct hera_bda_databuf{
 #define CATCHER_PORT            10000
 #define OUTPUT_BYTES_PER_PACKET (4096)
 #define CATCHER_N_BLOCKS        4
-#define CATCHER_CHAN_SUM        1
 #define XENG_CHAN_SUM           4
+#define CATCHER_CHAN_SUM        1
 #define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL/XENG_CHAN_SUM * (N_INPUTS * ((N_INPUTS>>1) + 1)))
 #define VIS_MATRIX_ENTRIES_PER_CHAN (N_INPUTS * ((N_INPUTS>>1) + 1))
 #define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
@@ -343,7 +343,8 @@ typedef struct hera_catcher_input_databuf {
  * Structures and parameters
  */
 
-#define BASELINES_PER_BLOCK     8192
+#define BASELINES_PER_BLOCK     256 //8192
+#define CATCHER_CHAN_SUM_BDA     4
 #define CHAN_PER_CATCHER_PKT   (OUTPUT_BYTES_PER_PACKET/(N_STOKES * 8L))                    // 128
 #define PACKETS_PER_BASELINE   (N_CHAN_TOTAL/CHAN_PER_CATCHER_PKT)                          //  48
 #define PACKETS_PER_BL_PER_X   (PACKETS_PER_BASELINE/N_XENGINES_PER_TIME)                   //   3
@@ -367,14 +368,20 @@ typedef struct hera_catcher_input_databuf {
 //                                                  s2
 //                                                  s3
 
+
 #define hera_bda_buf_data_offset(l, s, b, o) \
   ((((l)*(b)*N_CHAN_PER_X*N_STOKES)+((s)*N_CHAN_PER_X*N_STOKES)+((o)*CHAN_PER_CATCHER_PKT*N_STOKES))*2)
 
+// b-- bcnt; t-- time_demux ; x-- xeng_id; o-- freq offset(0,1,2)
 #define  hera_catcher_bda_input_databuf_pkt_offset(b, t, x, o) \
      (((b)*TIME_DEMUX*PACKETS_PER_BASELINE) + ((t)*PACKETS_PER_BASELINE) + ((x)*PACKETS_PER_BL_PER_X) + (o))
 
-#define hera_catcher_bda_input_databuf_by_bcnt_idx32(b,s) \
-      (((b)*TIME_DEMUX + (s))*N_CHAN_TOTAL*N_STOKES*2)
+#define hera_catcher_bda_input_databuf_by_bcnt_idx32(b,p) \
+      (((b)*TIME_DEMUX*N_CHAN_TOTAL*N_STOKES*2) + ((p)*N_CHAN_TOTAL*N_STOKES*2))
+
+// b- bcnt; p- parity (even=0/odd=1); f- freq; s- stokes
+#define hera_catcher_bda_input_databuf_idx32(b,p,f,s) \
+      (((b)*TIME_DEMUX*N_CHAN_TOTAL*N_STOKES) + ((p)*N_CHAN_PROCESSED*N_STOKES) + ((f)*N_STOKES) + (s))
 
 typedef struct hera_catcher_bda_input_header{
   uint64_t good_data;

From 61f6f052d5cac049b282cf28da83e2b5396685b2 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Thu, 5 Sep 2019 17:41:54 -0700
Subject: [PATCH 266/420] remove hardcoding config file

---
 src/hera_gpu_bda_thread.c | 8 +-------
 1 file changed, 1 insertion(+), 7 deletions(-)

diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index 2e9bdd2e..c8fc5c6f 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -257,10 +257,6 @@ static int init(struct hashpipe_thread_args *args)
    hgets(st.buf, "BDACONF", 128, config_fname);
    hashpipe_status_unlock_safe(&st);
 
-   if (config_fname!=NULL){
-      sprintf(config_fname, "/home/deepthi/paper_gpu/src/bdaconfig/test_bda_192ants_nobda.txt"); 
-   }
-
    // Initialize binfo with config file params
    init_bda_info(binfo, config_fname); 
 
@@ -391,9 +387,7 @@ static void *run(hashpipe_thread_args_t * args)
      hputi4(st.buf, "BDABLKOUT", curblock_out);
      hashpipe_status_unlock_safe(&st);
      
-     /* -------------------------------------------------- */
-     /* Loop through baselines and add/buffer the packets  */
-     /* -------------------------------------------------- */
+     /* Perform the baseline dependent averaging  */
 
      buf = &(odb->block[curblock_out]); 
      int32_t *pf_re  = idb->block[curblock_in].data;

From 8e446de781e67b7ddc2918b1211b5d3e466a7923 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Thu, 5 Sep 2019 17:42:39 -0700
Subject: [PATCH 267/420] add BDACONF param to redis

---
 src/scripts/xtor_up.py | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index fea69f1d..004654a1 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -32,6 +32,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Number of independent correlators. E.g. 2 => Even/odd correlator')
 parser.add_argument('-i', dest='ninstances', type=int, default=2,
                     help='Number of pipeline instances per host')
+parser.add_argument('-c', dest='bdaconf', type=str, default='/tmp/bdaconfig.txt',
+                    help='Loaction of BDA config file (used only if --bda flag is used)')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
 parser.add_argument('--ibverbs', dest='ibverbs', action='store_true', default=False,
@@ -81,6 +83,14 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 # Wait for the gateways to come up
 time.sleep(3)
 
+# Generate the BDA config file and upload to redis
+# TODO: call script to upload to redis
+if args.bda:
+   for hn,host in enumerate(hosts):
+      for i in range(args.ninstances):
+         key = 'hashpipe://%s/%d/set' % (host, i)
+         r.publish(key, 'BDACONF=%s' %(args.bdaconf))
+
 # Configure the X-engines as even/odd correlators
 for hn, host in enumerate(hosts):
    for i in range(args.ninstances):

From 2c1be6e9f43347463a3cb007d8d44f62e5da35bb Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Thu, 5 Sep 2019 17:43:09 -0700
Subject: [PATCH 268/420] add ramp test vecs

---
 src/scripts/hera_check_catcher_bda.py | 17 +++++---
 src/scripts/hera_fake_bda_output.py   | 58 ++++++++++++---------------
 2 files changed, 36 insertions(+), 39 deletions(-)

diff --git a/src/scripts/hera_check_catcher_bda.py b/src/scripts/hera_check_catcher_bda.py
index eb433146..d04b908f 100644
--- a/src/scripts/hera_check_catcher_bda.py
+++ b/src/scripts/hera_check_catcher_bda.py
@@ -37,14 +37,19 @@ def decode_packet(packet):
 int_bin['baselines'] = {}
 int_bin['data']      = {}
 
+fakereal = 1
+fakeimag = 2
+
 for n in range(Nbins):
     int_bin['baselines'][n] = []
-    int_bin['data'][n] = (2**n)*np.ones(1024)
-    int_bin['data'][n][1::2] = -2*(2**n)
 
-# 32 sec integrations are only 16sec now
-int_bin['data'][4] = (2**3)*np.ones(1024)
-int_bin['data'][4][1::2] = -2*(2**3)
+    # Ramp
+    int_bin['data'][n] = (2**n)*np.repeat((np.arange(128)+fakereal),8)
+    int_bin['data'][n][1::2] = -1*(2**n) * np.repeat((np.arange(128)+fakeimag),4)
+
+    # Const
+    #int_bin['data'][n] = (2**n)*np.ones(1024)
+    #int_bin['data'][n][1::2] = -2*(2**n)
 
 bdaconfig = np.loadtxt('../bda_config_192ants_nobda.txt', dtype=np.int)
 for i,t in enumerate(bdaconfig[:,2]):
@@ -73,7 +78,7 @@ def decode_packet(packet):
               print "Error! Received wrong antenna!"
            n = [y for y,v in int_bin['baselines'].items() if (a0,a1) in v][0]
            if not (np.all(data == int_bin['data'][n])):
-              print "Error!", int_bin['data'][n][:8], o, n, data[:8]
+              print "Error!", int_bin['data'][n][:32:8], o, n, data[:32:8]
               errors += 1
     except(KeyboardInterrupt):
        print("")
diff --git a/src/scripts/hera_fake_bda_output.py b/src/scripts/hera_fake_bda_output.py
index 8f24452d..b9ad1534 100755
--- a/src/scripts/hera_fake_bda_output.py
+++ b/src/scripts/hera_fake_bda_output.py
@@ -9,14 +9,22 @@
 import struct
 import socket
 import time
+import redis
 
 parser = argparse.ArgumentParser(description='Generate FAKE output to test catcher pipeline with baseline dependent averaging',
                                  formatter_class=argparse.ArgumentDefaultsHelpFormatter)
-parser.add_argument('config', type=str, help='BDA config file')
+parser.add_argument('--config', type=str, default=None, 
+                    help='BDA config file')
 parser.add_argument('--catcher', type=str, default = '10.80.40.251',
                     help='IP address of the Catcher machine')
 args = parser.parse_args()
 
+if args.config:
+   config = args.config
+else:
+   r = redis.Redis('redishost')
+   config = r.get('bda:config')
+
 Na = 352   # antennas
 Nx = 16    # xeng
 Nc = 384   # chan
@@ -31,16 +39,28 @@
 int_bin['baselines'] = {}
 int_bin['data']      = {}
 
+fakereal = 1
+fakeimag = 2
+
 for n in range(Nbins):
     int_bin['baselines'][n] = []
-    int_bin['data'][n] = (2**n)*np.ones(1024, dtype=np.int32)
-    int_bin['data'][n][1::2] = -2*(2**n)
+
+    # Constant
+    #int_bin['data'][n] = (2**n)*np.ones(1024, dtype=np.int32)
+    #int_bin['data'][n][1::2] = -2*(2**n)
+
+    # Ramp
+    int_bin['data'][n] = (2**n)*np.repeat((np.arange(128, 
+                         dtype=np.int32)+fakereal),8)
+    int_bin['data'][n][1::2] = -1*(2**n) * np.repeat((np.arange(128, 
+                                dtype=np.int32)+fakeimag),4)
+
     # convert to binary data for speedup
     int_bin['data'][n] = np.array(int_bin['data'][n]).byteswap().tostring()
 
 
 # Populate baseline pairs from config file
-bdaconfig = np.loadtxt(args.config, dtype=np.int)
+bdaconfig = np.loadtxt(config, dtype=np.int)
 for i,t in enumerate(bdaconfig[:,2]):
     if (t==0): continue
     n = int(np.log(t)/np.log(2))
@@ -60,7 +80,7 @@
    for ns in np.logspace(1, Nbins, num=Nbins, base=2, dtype=np.int):
        if (ctr%ns == 0):
            nb = int(np.log2(ns)) - 1
-           print 'Sending: %d Baselines: %d Bcnt: %d' % (ns, len(int_bin['baselines'][nb]), bcnt)
+           print 'Sending: %d \tBaselines: %d \tBcnt: %d' % (ns, len(int_bin['baselines'][nb]), bcnt)
            for (a0,a1) in int_bin['baselines'][nb]:
                for xeng_id in range(Nx*Nt):
                    b = mcnt+((xeng_id//Nx)*2)
@@ -75,31 +95,3 @@
                    time.sleep(sleep_time)
                bcnt += 1
 
-#def send_xeng(xeng_id):
-#    print 'Xeng: ', xeng_id
-#    sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
-#    #sock.bind(("10.10.10.5",10000+xeng_id))
-#    bcnt = 0; mcnt = 0; ctr = 1;
-#    while True:
-#        for nb in np.nonzero(np.logical_not(ctr%inttimes))[0]:
-#            for (a0,a1) in int_bin['baselines'][nb]:
-#                b = mcnt+((xeng_id//Nx)*2)
-#                pkt = struct.pack('>1Q2I4H', b, bcnt, 0, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
-#                sock.sendto(pkt, (udp_ip, udp_port))
-#                pkt = struct.pack('>1Q2I4H', b, bcnt, 1, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
-#                sock.sendto(pkt, (udp_ip, udp_port))
-#                pkt = struct.pack('>1Q2I4H', b, bcnt, 2, a0, a1, xeng_id, 4096) + int_bin['data'][nb]
-#                sock.sendto(pkt, (udp_ip, udp_port))
-#            bcnt += 1
-#        ctr  += 1
-#
-
-#threads = []
-#for xeng_id in range(16): 
-#    t = threading.Thread(target=send_xeng, args=(xeng_id,))
-#    threads.append(t)
-#    t.start()
-
-#xeng_id = 0
-#send_xeng(xeng_id)
-

From 0ee50e559a0dd9bb797049e8d6d9bd11bf7da0c2 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Thu, 5 Sep 2019 17:48:15 -0700
Subject: [PATCH 269/420] Update BDACONF param on startup

---
 src/scripts/hera_catcher_up.py | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index df6a6524..fa3d5971 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -31,9 +31,9 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
 parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', 
                     help='Place to put HDF5 header template file')
-parser.add_argument('-c', dest='bdaconfig', type=str, default='/tmp/config.h5',
+parser.add_argument('-c', dest='bdaconfig', type=str, default='/tmp/bdaconfig.txt',
                     help='Place to put the BDA config file.\
-                          Used only with the BDA version of catcher scripts.')
+                          Used only if --bda flag is used')
 parser.add_argument('--bda', dest='bda', action='store_true', default=False,
                     help='Use the baseline dependent averaging version')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
@@ -62,6 +62,12 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 # Wait for the gateways to come up
 time.sleep(15)
 
+# Upload config file location
+# NOTE: This has to come before template generation!
+if args.bda:
+   r.set('bda:config',args.bdaconfig)
+time.sleep(10)
+
 # Generate the meta-data template
 #run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
 

From 441c6cc6afe1de004b8303fe3b1feea72d39db11 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 15:50:50 +0000
Subject: [PATCH 270/420] include bath bda and non bda make template files

---
 src/Makefile.am | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/Makefile.am b/src/Makefile.am
index bf4dac35..f98e2f2b 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -71,11 +71,12 @@ dist_bin_SCRIPTS = scripts/paper_init.sh         \
 	           scripts/xtor_up.py                \
 	           scripts/hera_catcher_init.sh      \
 	           scripts/hera_catcher_up.py        \
-               scripts/hera_fake_bda_output.py   \
+                   scripts/hera_fake_bda_output.py   \
 	           scripts/hera_catcher_down.sh      \
 	           scripts/hera_catcher_take_data.py \
 	           scripts/tweak-perf.sh             \
 	           scripts/hera_ctl.py               \
+	           scripts/hera_make_hdf5_template_bda.py \
 	           scripts/hera_make_hdf5_template.py
 
 # Non-installed test programs

From 215a54a8b3f4c9f472768bb7a7c544fb842a7b65 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 15:53:28 +0000
Subject: [PATCH 271/420] change missed blocks math, remove debugging prints

---
 src/hera_catcher_net_thread_bda.c | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/src/hera_catcher_net_thread_bda.c b/src/hera_catcher_net_thread_bda.c
index 41f847e8..b846b3cd 100644
--- a/src/hera_catcher_net_thread_bda.c
+++ b/src/hera_catcher_net_thread_bda.c
@@ -138,7 +138,7 @@ static uint32_t set_block_filled(hera_catcher_bda_input_databuf_t *db, block_inf
   block_missed_pkt_cnt = PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
   
   block_missed_xengs = block_missed_pkt_cnt / (PACKETS_PER_BL_PER_X * BASELINES_PER_BLOCK);
-  block_missed_mod_cnt = block_missed_xengs % N_XENGINES_PER_TIME; 
+  block_missed_mod_cnt = block_missed_pkt_cnt % (PACKETS_PER_BL_PER_X * BASELINES_PER_BLOCK); 
 
   //fprintf(stderr,"Missed packets: %ld\tMissed Xengs:%ld\t", block_missed_pkt_cnt, block_missed_xengs);
 
@@ -152,8 +152,6 @@ static uint32_t set_block_filled(hera_catcher_bda_input_databuf_t *db, block_inf
     hgetu8(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
     missed_pkt_cnt += block_missed_pkt_cnt;
     hputu8(st_p->buf, "MISSEDPK", missed_pkt_cnt);
-    //  fprintf(stderr, "got %d packets instead of %d\n",
-    //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
   }
   hashpipe_status_unlock_safe(st_p);
 
@@ -254,8 +252,8 @@ static inline uint32_t process_packet(
     if ((pkt_bcnt_dist >= 2*BASELINES_PER_BLOCK) || (binfo.block_packet_counter[binfo.block_i] == PACKETS_PER_BLOCK)){
        
        netbcnt = set_block_filled(db, &binfo);
-       fprintf(stderr,"Filled Block: %d from bcnt: %d to bcnt: %d\n", binfo.block_i, db->block[binfo.block_i].header.bcnt[0], 
-                                                                      db->block[binfo.block_i].header.bcnt[BASELINES_PER_BLOCK-1]);
+       //fprintf(stderr,"Filled Block: %d from bcnt: %d to bcnt: %d\n", binfo.block_i, db->block[binfo.block_i].header.bcnt[0], 
+       //                                                               db->block[binfo.block_i].header.bcnt[BASELINES_PER_BLOCK-1]);
 
        // Update binfo
        cur_bcnt += BASELINES_PER_BLOCK;

From 1ca311d7ecba06ceeeddc08c21f07039441be04c Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 15:57:17 +0000
Subject: [PATCH 272/420] remove block specification in hyperslabbing... It is
 not changing write speed

---
 src/hera_catcher_disk_thread_bda.c | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index df7a155d..a7c49eaa 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -972,9 +972,9 @@ static void *run(hashpipe_thread_args_t * args)
                  if (nbls > 0){
                     // select the hyperslab of the shared mem to write to file
                     hsize_t start[N_DATA_DIMS] = {0, 0, 0 ,0};
-                    hsize_t count[N_DATA_DIMS] = {nbls, 1, 1, 1};
-                    hsize_t block[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
-                    status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, block);
+                    hsize_t count[N_DATA_DIMS] = {nbls, 1, N_CHAN_PROCESSED, N_STOKES};
+
+                    status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, NULL);
                     if (status < 0){
                        hashpipe_error(__FUNCTION__, "Failed to select hyperslab of shared databuf\n");
                        pthread_exit(NULL);
@@ -1031,7 +1031,7 @@ static void *run(hashpipe_thread_args_t * args)
                  file_cnt += 1;
 
                  hashpipe_status_lock_safe(&st);
-                 hputr4(st.buf, "FILESEC", (float)file_duration);
+                 hputr8(st.buf, "FILESEC", (float)file_duration);
                  hputi8(st.buf, "NDONEFIL", file_cnt);
                  hashpipe_status_unlock_safe(&st); 
 
@@ -1090,10 +1090,10 @@ static void *run(hashpipe_thread_args_t * args)
 
              if (nbls > 0){
                 if (nbls % N_BL_PER_WRITE){
-                   hsize_t start[N_DATA_DIMS] = {block_offset, 0, 0, 0};
-                   hsize_t count[N_DATA_DIMS] = {nbls, 1, 1, 1};
-                   hsize_t block[N_DATA_DIMS] = {1, 1, N_CHAN_PROCESSED, N_STOKES};
-                   status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, block);
+                   hsize_t start[N_DATA_DIMS] = {block_offset - bctr, 0, 0, 0};
+                   hsize_t count[N_DATA_DIMS] = {nbls, 1, N_CHAN_PROCESSED, N_STOKES};
+
+                   status = H5Sselect_hyperslab(mem_space_bl_per_write, H5S_SELECT_SET, start, NULL, count, NULL);
                    if (status < 0){
                       hashpipe_error(__FUNCTION__, "Failed to select hyperslab of shared databuf\n");
                       pthread_exit(NULL);

From 4ecf71155087a3ca66c2e512490b2a6a4dcf128a Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 16:04:20 +0000
Subject: [PATCH 273/420] Add holdoff loop...

... Add a holdoff loop similar to net thread that polls from redis to start
this thread because the BDA config filename needs to be pulled from the
redis database on start.
---
 src/hera_gpu_bda_thread.c | 71 ++++++++++++++++++++++-----------------
 1 file changed, 41 insertions(+), 30 deletions(-)

diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index c8fc5c6f..dbd18f96 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -241,10 +241,6 @@ static int init_bda_block_header(hera_bda_block_t *bdablk){
 
 static int init(struct hashpipe_thread_args *args)
 { 
-   hashpipe_status_t st = args->st; 
-   const char * status_key = args->thread_desc->skey;
-   char config_fname[128];
- 
    // Get sizing parameters
    xgpuInfo(&xgpu_info);
 
@@ -252,10 +248,44 @@ static int init(struct hashpipe_thread_args *args)
      return -1;
    }
 
+   // Success!
+   return 0;
+}
+
+static void *run(hashpipe_thread_args_t * args)
+{
+   // Local aliases to shorten access to args fields
+   // Our input buffer happens to be a paper_ouput_databuf
+   paper_output_databuf_t *idb = (paper_output_databuf_t *)args->ibuf;
+   hera_bda_databuf_t *odb = (hera_bda_databuf_t *)args->obuf;
+   hashpipe_status_t st = args->st;
+   const char *status_key = args->thread_desc->skey;
+   char config_fname[128] = "";
+
+   // Flag that holds off the net thread
+   int holdoff = 1;
+ 
+   // Force this thread into holdoff until BDACONF is written
+   fprintf(stderr, "Waiting for someone to supply BDACONF\n");
    hashpipe_status_lock_safe(&st);
-   hputs(st.buf, status_key, "initing");
-   hgets(st.buf, "BDACONF", 128, config_fname);
+   hputs(st.buf, "BDACONF", "");
+   hputs(st.buf, status_key, "holding");
    hashpipe_status_unlock_safe(&st);
+ 
+   while(holdoff) {
+     sleep(1);
+     hashpipe_status_lock_safe(&st);
+     hgets(st.buf, "BDACONF", 128, config_fname);
+     if (strlen(config_fname) > 1){
+        holdoff = 0;
+     }
+     if(!holdoff) {
+       // Done holding, so delete the key
+       hputs(st.buf, status_key, "starting");
+       fprintf(stderr, "Starting...\n");
+     }
+     hashpipe_status_unlock_safe(&st);
+   }
 
    // Initialize binfo with config file params
    init_bda_info(binfo, config_fname); 
@@ -271,7 +301,6 @@ static int init(struct hashpipe_thread_args *args)
 
    // Allocate memory to the output data blocks based on the config file
    int blk_id,j;
-   hera_bda_databuf_t *odb = (hera_bda_databuf_t *)args->obuf;
    hera_bda_block_t *buf;   
 
    for(blk_id=0; blk_id < odb->header.n_block; blk_id++){
@@ -283,33 +312,16 @@ static int init(struct hashpipe_thread_args *args)
      
      init_bda_block_header(buf);
 
-     //for(j=0; j<N_BDABUF_BINS; j++){ 
-     //  fprintf(stderr,"Bin:%d\tBaselines:%ld\tBin Size:%ld\n",
-     //          j, buf->header[j].baselines,
-     //          buf->header[j].datsize);
-     //}
-
      for(j=0; j<N_BDABUF_BINS; j++){
        buf->data[j] = malloc(buf->header[j].datsize);
-       if(!buf->data[j])
-         return -1;
+       if(!buf->data[j]){
+         hashpipe_error(__FUNCTION__, "Could not allocate BDA buffer");
+         pthread_exit(NULL);
+       }
        memset(buf->data[j], 0, buf->header[j].datsize);
      }
    }
 
-   // Success!
-   return 0;
-}
-
-static void *run(hashpipe_thread_args_t * args)
-{
-   // Local aliases to shorten access to args fields
-   // Our input buffer happens to be a paper_ouput_databuf
-   paper_output_databuf_t *idb = (paper_output_databuf_t *)args->ibuf;
-   hera_bda_databuf_t *odb = (hera_bda_databuf_t *)args->obuf;
-   hashpipe_status_t st = args->st;
-   const char *status_key = args->thread_desc->skey;
-
    /* Main loop */
    int rv;
    uint64_t total_baselines = 0;
@@ -318,12 +330,11 @@ static void *run(hashpipe_thread_args_t * args)
    struct timespec start, stop;
    int casper_chan, gpu_chan;
    uint64_t bl;
-   int j,pol;
+   int pol;
    unsigned long long datoffset = 0;
    uint16_t ant0, ant1;
    unsigned long long idx_baseline; 
    off_t idx_regtile;
-   hera_bda_block_t *buf;
    int32_t re, im;    //pktdata_t is 32bits
    static uint64_t sample = 0;
    uint16_t sample_loc;

From 51a7cfe6b3183c8c5bcc6511d70428b21e07da03 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 16:07:11 +0000
Subject: [PATCH 274/420] change default eth address to eth5

---
 src/scripts/hera_catcher_init.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index e1a6bf5a..dfb88951 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -14,7 +14,7 @@ myip=$(getip $(hostname))
 function init() {
   instance=0
   mask=0x003f
-  bindhost=eth5
+  bindhost=eth3
   netcpu=0
   outcpu=3
 

From 963308052f67917fce25aad2e3d0dd5a3daf109b Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 18:54:08 +0000
Subject: [PATCH 275/420] add the different make_template script for BDA
 version

---
 src/scripts/hera_catcher_up.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index fa3d5971..cb3a1c10 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -69,7 +69,10 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(10)
 
 # Generate the meta-data template
-#run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
+if args.bda:
+   run_on_hosts([args.host], python_source_cmd + [';'] + ['hera_make_hdf5_template_bda.py'] + [args.hdf5template], wait=True)
+else:
+   run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
 
 #Configure runtime parameters
 catcher_dict = {

From 2cd8051638d3feb4e61626612a04dc809c04c516 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 18:56:54 +0000
Subject: [PATCH 276/420] include cminfo and redis flags for BDA template file

---
 src/scripts/hera_catcher_up.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index cb3a1c10..2ef20ae0 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -70,7 +70,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 
 # Generate the meta-data template
 if args.bda:
-   run_on_hosts([args.host], python_source_cmd + [';'] + ['hera_make_hdf5_template_bda.py'] + [args.hdf5template], wait=True)
+   run_on_hosts([args.host], python_source_cmd + [';'] + ['hera_make_hdf5_template_bda.py'] + ['c', '-r', args.hdf5template], wait=True)
 else:
    run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
 

From 3807690997287c09e706d2cc6f8090dd74fa9ef3 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 18:57:10 +0000
Subject: [PATCH 277/420] Change integration time array...

... Baselines are sent integration bin by bin by px machines. Previous
ordering assumed baselines are sent in time order which is not true.
---
 src/scripts/hera_make_hdf5_template_bda.py | 23 ++++++++++++++--------
 1 file changed, 15 insertions(+), 8 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 4d929679..c31649a9 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -133,17 +133,24 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     INSTRUMENT = "HERA"
 
     #Load config file
+    N_MAX_INTTIME = 8
     config = np.loadtxt(config, dtype=np.int)
     baselines = []
     integration_time = []
-    time_ctr = 0
-
-    for time_ctr in range(1,9,1):
-        for i,t in enumerate(config[:,2]):
-            if (t==0): continue
-            elif not (time_ctr % t):
-                baselines.append((config[i,0], config[i,1]))
-                integration_time.append(t * 2)
+
+    #for time_ctr in range(1,9,1):
+    #    for i,t in enumerate(config[:,2]):
+    #        if (t==0): continue
+    #        elif not (time_ctr % t):
+    #            baselines.append((config[i,0], config[i,1]))
+    #            integration_time.append(t * 2)
+
+    for i,t in enumerate(config[:,2]):
+        if (t!=0):
+           baselines.append([(config[i,0], config[i,1])]*(8//t))
+           integration_time.append(np.repeat(t*2, int(8//t)))
+    baselines = np.concatenate(baselines)
+    integration_time = np.asarray(np.concatenate(integration_time), dtype=np.float64)
 
     ant_1_array = np.array([x for (x,y) in baselines])
     ant_2_array = np.array([y for (x,y) in baselines])

From 5092d722508ed0aa406e65179280b886ddae84f0 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 19:00:12 +0000
Subject: [PATCH 278/420] Add test vector mode to BDA testing...

... Launches a fake gpu thread and makes threads upstream of it redundant.
---
 src/scripts/paper_init.sh | 22 +++++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index b317f2a5..f1759379 100644
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -186,7 +186,20 @@ function init() {
     -c $gpucpu paper_gpu_thread \
     -c $outcpu hera_gpu_output_thread
 
-  if [ $USE_REDIS -eq 1 ] && [ $USE_BDA -eq 1 ]
+  if [ $USE_TEST -eq 1 ]
+  then
+    echo "launching BDA in TEST VECTOR mode"
+    taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o XID=$xid \
+      -c $gpucpu hera_fake_gpu_thread \
+      -c $bdacpu hera_gpu_bda_thread \
+      -c $outcpu hera_bda_output_thread \
+       < /dev/null \
+      1> px${mypx}.out.$instance \
+      2> px${mypx}.err.$instance &
+
+  elif [ $USE_REDIS -eq 1 ] && [ $USE_BDA -eq 1 ]
   then
     echo "Using redis logger"
     echo "Using baseline dependent averaging"
@@ -261,6 +274,7 @@ function init() {
 USE_IBVERBS=0
 USE_REDIS=0
 USE_BDA=0
+USE_TEST=0
 
 for arg in $@; do
   case $arg in
@@ -268,6 +282,7 @@ for arg in $@; do
       echo "Usage: $(basename $0) [-r] [-i] INSTANCE_ID [...]"
       echo "  -r : Use redis logging (in addition to log files)"
       echo "  -i : Use IB-verbs pipeline (rather than packet sockets)"
+      echo "  -t : Run BDA in test vector mode"
       echo "  -a : Use baseline dependent averaging threads"
       exit 0
     ;;
@@ -284,6 +299,10 @@ for arg in $@; do
       USE_BDA=1
       shift
     ;;
+    -t)
+      USE_TEST=1
+      shift
+    ;;
   esac
 done
 
@@ -293,6 +312,7 @@ then
   echo "  -r : Use redis logging (in addition to log files)"
   echo "  -i : Use IB-verbs pipeline (rather than packet sockets)"
   echo "  -a : Use baseline dependent averaging threads"
+  echo "  -t : Lauch BDA in test vector mode"
   exit 1
 fi
 

From f7dd48a12e577080a77a1200858cdec56338d567 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 19:01:59 +0000
Subject: [PATCH 279/420] Include test vec mode for BDA

---
 src/scripts/xtor_up.py | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 004654a1..01ed1127 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -42,6 +42,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Use the redis logger to duplicate log messages on redishost\'s log-channel pubsub stream')
 parser.add_argument('--bda', dest='bda', action='store_true', default=False,
                     help='Use baseline dependent averaging. (Beta)')
+parser.add_argument('--test', dest='test', action='store_true', default=False,
+                    help='Run BDA in test vector mode')
 parser.add_argument('--pypath', dest='pypath', type=str, default="/home/hera/hera-venv",
                     help='The path to a python virtual environment which will be activated prior to running paper_init. ' +
                          'Only relevant if using the --redislog flag, which uses a python redis interface')
@@ -67,10 +69,14 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     init_args += ['-r']
 if args.bda:
     init_args += ['-a']
+if args.test:
+    init_args += ['-t']
 
 if args.redislog:
     python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
     run_on_hosts(hosts, python_source_cmd + [paper_init] + init_args + ['0', '1'], wait=True) # two instances per host
+elif args.test:
+    run_on_hosts(hosts, [paper_init] + init_args + ['0'], wait=True) # two instances per host
 else:
     run_on_hosts(hosts, [paper_init] + init_args + ['0', '1'], wait=True) # two instances per host
 
@@ -84,12 +90,14 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(3)
 
 # Generate the BDA config file and upload to redis
-# TODO: call script to upload to redis
+# TODO: Replace copy command with generate script
+run_on_hosts(hosts, ["cp", args.bdaconf, "/tmp/bdaconfig.txt"], wait=True)
+
 if args.bda:
    for hn,host in enumerate(hosts):
       for i in range(args.ninstances):
          key = 'hashpipe://%s/%d/set' % (host, i)
-         r.publish(key, 'BDACONF=%s' %(args.bdaconf))
+         r.publish(key, 'BDACONF=/tmp/bdaconfig.txt')
 
 # Configure the X-engines as even/odd correlators
 for hn, host in enumerate(hosts):

From d18ca10d84eea39ef366cda66747a70b24155501 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 19:03:05 +0000
Subject: [PATCH 280/420] supress debugging print statements

---
 src/hera_bda_output_thread.c | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 41f69352..3f4a9379 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -163,7 +163,7 @@ static void *run(hashpipe_thread_args_t * args)
 #define stringify(x) stringify2(x)
 
    // Open socket
-   sockfd = open_udp_socket("10.10.10.222",stringify(CATCHER_PORT)); //"catcher", stringify(CATCHER_PORT));
+   sockfd = open_udp_socket("catcher", stringify(CATCHER_PORT));
    if(sockfd == -1) {
        hashpipe_error(__FUNCTION__, "error opening socket");
        pthread_exit(NULL);
@@ -237,12 +237,12 @@ static void *run(hashpipe_thread_args_t * args)
      buf = &(db->block[block_idx]); 
      pktdata_t *p_out = pkt.data;
 
-     /* -------------------------------------------- */
-     /* Loop through baselines and send the packets  */
-     /* -------------------------------------------- */
+     // Loop through baselines and send the packets
+     // Send all packets of one baseline and then the next 
+     // (e.g. all 8 samples of 2s integrations) 
 
      for(j=0; j<N_BDABUF_BINS; j++){ //intbuf loop
-
+   
          n_samples = N_MAX_INTTIME/(1<<j);
          offset = 0;
          clock_gettime(CLOCK_MONOTONIC, &pkt_start);

From ac45eef603775c4de659ca61a167d27ff7f5d56f Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 1 Oct 2019 19:03:48 +0000
Subject: [PATCH 281/420] include NFILEs

---
 src/scripts/hera_set_cnethold_trigger.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/scripts/hera_set_cnethold_trigger.py b/src/scripts/hera_set_cnethold_trigger.py
index ade64edd..48c0189d 100644
--- a/src/scripts/hera_set_cnethold_trigger.py
+++ b/src/scripts/hera_set_cnethold_trigger.py
@@ -7,3 +7,4 @@
 # Release nethread hold
 r.publish(pubchan, 'CNETHOLD=0')
 r.publish(pubchan,'TRIGGER=1')
+r.publish(pubchan, 'NFILES=10')

From b1e12f0e810da860065d571993d1eaf60d6b061f Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Tue, 1 Oct 2019 17:00:57 -0700
Subject: [PATCH 282/420] change sync_time to be interpreted in milliseconds

---
 src/hera_catcher_disk_thread_bda.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index a7c49eaa..453d1c80 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -479,7 +479,7 @@ Turn an mcnt into a UNIX time in double-precision.
 */
 static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
 {
-    return sync_time + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
+    return (sync_time_ms / 1000.) + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
 }
 
 /* 

From 5ffeab8b02ce6783633c7808a101385c7653ccce Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Tue, 1 Oct 2019 17:38:33 -0700
Subject: [PATCH 283/420] uvw array ...

... Generate uvw array for the entire file in the header. Can do this
coz the size of the file is fixed.
---
 src/scripts/hera_make_hdf5_template_bda.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index c31649a9..9536b647 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -250,7 +250,10 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     # time_array needs populating by receiver (should be center of integrations in JD)
     #header.create_dataset("time_array", dtype="<f8", data=np.zeros(n_bls * NTIMES))
     # uvw_needs populating by receiver: uvw = xyz(ant2) - xyz(ant1). Units, metres.
-    header.create_dataset("uvw_array",  dtype="<f8", data=np.zeros([n_bls, 3]))
+    uvw = np.zeros([n_bls, 3])
+    for i,(a,b) in enumerate(baselines):
+        uvw[i] = ant_pos_enu[a] - ant_pos_enu[b]
+    header.create_dataset("uvw_array",  dtype="<f8", data=uvw)
     # !Some! extra_keywords need to be computed for each file
     add_extra_keywords(header, cminfo, fenginfo)
 

From 2e14664dc1ff6222eacd418a4294bba3ae672c76 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Fri, 4 Oct 2019 14:40:20 -0700
Subject: [PATCH 284/420] Autocorr thread...

... Upload autocorrelations to the redis database
periodically. This is done by making the disk thread
push autocorr data downstream to another hashpipe thread.
---
 src/Makefile.am                        |  37 ++---
 src/hera_catcher_autocorr_thread.c     | 148 ++++++++++++++++++++
 src/hera_catcher_disk_thread_bda.c     | 112 +++++++++++----
 src/paper_databuf.c                    | 185 ++++++++++++++++++++++++-
 src/paper_databuf.h                    |  75 ++++++++++
 src/scripts/hera_catcher_init.sh       |   2 +
 src/tests/check_bda_autocorr_output.py |  18 +++
 7 files changed, 531 insertions(+), 46 deletions(-)
 create mode 100644 src/hera_catcher_autocorr_thread.c
 create mode 100644 src/tests/check_bda_autocorr_output.py

diff --git a/src/Makefile.am b/src/Makefile.am
index 5dfbfe69..76352971 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -27,17 +27,18 @@ paper_threads = paper_fake_net_thread.c          \
                 paper_gpu_thread.c               \
                 paper_fluff_thread.c             \
                 hera_pktsock_thread.c            \
-		        hera_ibv_thread.c                \
+                hera_ibv_thread.c                \
                 hera_fake_gpu_thread.c           \
-	            paper_crc_thread.c               \
-                hera_catcher_net_thread_bda.c    \
-                hera_catcher_net_thread.c        \
-                hera_catcher_disk_thread_bda.c   \
-                hera_catcher_disk_thread.c       \
+                paper_crc_thread.c               \
                 hera_gpu_output_thread.c         \
                 hera_gpu_bda_thread.c            \
                 hera_bda_output_thread.c         \
                 hera_null_thread.c               \
+                hera_catcher_net_thread_bda.c    \
+                hera_catcher_net_thread.c        \
+                hera_catcher_disk_thread_bda.c   \
+                hera_catcher_disk_thread.c       \
+                hera_catcher_autocorr_thread.c   \
                 lzf/lzf_c.c                      \
                 lzf/lzf_d.c                      \
                 lzf_filter.c                     \
@@ -69,18 +70,18 @@ paper_gpu_la_LDFLAGS += -lhdf5_hl -lhdf5 -lhiredis
 # Installed scripts
 dist_bin_SCRIPTS = scripts/paper_init.sh              \
                    scripts/paper_init_ibv.sh          \
-	               scripts/paper_crc_init.sh          \
-	               scripts/xtor_down.sh               \
-	               scripts/xtor_up.py                 \
-	               scripts/hera_catcher_init.sh       \
-	               scripts/hera_catcher_up.py         \
-	               scripts/hera_catcher_down.sh       \
-	               scripts/hera_catcher_take_data.py  \
-	               scripts/hera_catcher_stop_data.py  \
-	               scripts/tweak-perf.sh              \
-	               scripts/hera_ctl.py                \
-	               scripts/hera_make_hdf5_template.py \
-	               scripts/hera_make_hdf5_template_bda.py 
+                   scripts/paper_crc_init.sh          \
+                   scripts/xtor_down.sh               \
+                   scripts/xtor_up.py                 \
+                   scripts/hera_catcher_init.sh       \
+                   scripts/hera_catcher_up.py         \
+                   scripts/hera_catcher_down.sh       \
+                   scripts/hera_catcher_take_data.py  \
+                   scripts/hera_catcher_stop_data.py  \
+                   scripts/tweak-perf.sh              \
+                   scripts/hera_ctl.py                \
+                   scripts/hera_make_hdf5_template.py \
+                   scripts/hera_make_hdf5_template_bda.py 
 
 # Non-installed test programs
 noinst_PROGRAMS = paper_fluff_test hera_write_hdf5
diff --git a/src/hera_catcher_autocorr_thread.c b/src/hera_catcher_autocorr_thread.c
new file mode 100644
index 00000000..381df231
--- /dev/null
+++ b/src/hera_catcher_autocorr_thread.c
@@ -0,0 +1,148 @@
+/* BDA thread that takes the auto correlations from
+ * the disk thread and uploads them to redis
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <pthread.h>
+#include <signal.h>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/types.h>
+#include <sys/sendfile.h>
+#include <sys/stat.h>
+#include <fcntl.h>
+#include <unistd.h>
+#include <hdf5.h>
+#include <smmintrin.h>
+#include <immintrin.h>
+#include <hiredis.h>
+
+#include "hashpipe.h"
+#include "paper_databuf.h"
+#include "lzf_filter.h"
+
+static void *run(hashpipe_thread_args_t * args)
+{
+  // Local aliases to shorten access to args fields
+  // Our input buffer is a paper_input_databuf
+  // Our output buffer is a paper_gpu_input_databuf
+  hera_catcher_autocorr_databuf_t *db_in = (hera_catcher_autocorr_databuf_t *)args->ibuf;
+  hashpipe_status_t st = args->st;
+  const char * status_key = args->thread_desc->skey;
+
+  // A buffer for the real parts of a single auto-corr. Used for writing to redis
+  float auto_corr_n[N_CHAN_TOTAL];
+  float auto_corr_e[N_CHAN_TOTAL];
+
+  // Redis connection
+  redisContext *c;
+  redisReply *reply;
+  const char *hostname = "redishost";
+  int redisport = 6379;
+  int use_redis = 1;
+
+  int rv;
+  int ant;
+  int blkin = 0;
+  int chan;
+  uint32_t acc_len;
+  uint64_t offset;
+
+  struct timeval redistimeout = {0, 100000 }; // 0.1 seconds
+  c = redisConnectWithTimeout(hostname, redisport, redistimeout);
+  if (c == NULL || c->err) {
+      if (c) {
+          fprintf(stderr, "Redis connection error: %s\n", c->errstr);
+          redisFree(c);
+          use_redis = 0;
+      } else {
+          fprintf(stderr, "Connection error: can't allocate redis context\n");
+          use_redis = 0;
+      }
+  }
+
+  while (run_threads()){
+    hashpipe_status_lock_safe(&st);
+    // Get the integration time reported by the correlator
+    hgetu4(st.buf, "INTTIME", &acc_len);
+    hashpipe_status_unlock_safe(&st);
+
+    // Wait for new input block to be filled
+    while((rv=hera_catcher_autocorr_databuf_busywait_filled(db_in, blkin))!= HASHPIPE_OK){
+       if (rv==HASHPIPE_TIMEOUT){
+          hashpipe_status_lock_safe(&st);
+          hputs(st.buf, status_key, "blocked_in");
+          hashpipe_status_unlock_safe(&st);
+       } else {
+          hashpipe_error(__FUNCTION__, "Error waiting for autocorr filled databuf");
+          pthread_exit(NULL);
+          break;
+       }
+    }
+
+    hashpipe_status_lock_safe(&st);
+    hputs(st.buf, status_key, "writing");
+    hputi4(st.buf, "AUTOBKIN", blkin);
+    hashpipe_status_unlock_safe(&st);
+
+    // Write autocorrs to redis
+    if(use_redis){
+      for (ant=0; ant<N_ANTS; ant++) {
+         if (db_in->block[blkin].header.ant[ant] == 1){
+            for (chan=0; chan<N_CHAN_TOTAL; chan++){
+              offset = hera_catcher_autocorr_databuf_idx32(ant);
+              auto_corr_n[chan] = (float) db_in->block[blkin].data[offset + chan*N_STOKES*2]/ acc_len;
+              auto_corr_e[chan] = (float) db_in->block[blkin].data[offset + chan*N_STOKES*2 + 2]/ acc_len;
+              //auto_corr_n[chan] = db_in->block[blkin].data[offset + chan*N_STOKES*2];
+              //auto_corr_e[chan] = db_in->block[blkin].data[offset + chan*N_STOKES*2 + 2];
+            }
+
+            //fprintf(stdout, "Reporting autocorrs for ant %d to redis\n", ant);
+            reply = redisCommand(c, "SET auto:%dn %b", ant, auto_corr_n, (size_t) (sizeof(float) * N_CHAN_TOTAL));
+            freeReplyObject(reply);
+            reply = redisCommand(c, "SET auto:%de %b", ant, auto_corr_e, (size_t) (sizeof(float) * N_CHAN_TOTAL));
+            freeReplyObject(reply);
+         }else{
+            reply = redisCommand(c, "DEL auto:%dn", ant);
+            freeReplyObject(reply);
+            reply = redisCommand(c, "DEL auto:%de", ant);
+            freeReplyObject(reply);         
+         }
+      }
+
+      //reply = redisCommand(c, "SET auto:timestamp %lf", julian_time);
+      reply = redisCommand(c, "SET auto:timestamp  %b", &(db_in->block[blkin].header.julian_time), (size_t) (sizeof(double)));
+      freeReplyObject(reply);
+    }
+
+    // Mark block as free and advance
+    if (hera_catcher_autocorr_databuf_set_free(db_in, blkin) != HASHPIPE_OK) {
+      hashpipe_error(__FUNCTION__, "error marking autocorr databuf %d free", blkin);
+      pthread_exit(NULL);
+    }
+
+    blkin = (blkin + 1) % AUTOCORR_N_BLOCKS;
+
+    /* Check for cancel */
+    pthread_testcancel();
+  }
+
+  // Thread success!
+  return NULL;    
+}
+
+static hashpipe_thread_desc_t hera_catcher_autocorr_thread = {
+    name: "hera_catcher_autocorr_thread",
+    skey: "AUTOSTAT",
+    init: NULL,
+    run:  run,
+    ibuf_desc: {hera_catcher_autocorr_databuf_create},
+    obuf_desc: {NULL}
+};
+
+static __attribute__((constructor)) void ctor()
+{
+  register_hashpipe_thread(&hera_catcher_autocorr_thread);
+}
diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 453d1c80..e6bc7bdc 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -654,6 +654,7 @@ static void *run(hashpipe_thread_args_t * args)
     // Local aliases to shorten access to args fields
     // Our input buffer is a hera_catcher_bda_input_databuf
     hera_catcher_bda_input_databuf_t *db_in = (hera_catcher_bda_input_databuf_t *)args->ibuf;
+    hera_catcher_autocorr_databuf_t *db_out = (hera_catcher_autocorr_databuf_t *)args->obuf;
     hashpipe_status_t st = args->st;
     const char * status_key = args->thread_desc->skey;
 
@@ -690,6 +691,7 @@ static void *run(hashpipe_thread_args_t * args)
     uint32_t trigger = 0;
     char tag[128];
     uint64_t baseline_dist[N_BDABUF_BINS];
+    uint64_t Nants;
 
     // Init status variables
     hashpipe_status_lock_safe(&st);
@@ -724,15 +726,20 @@ static void *run(hashpipe_thread_args_t * args)
 
     /* Loop(s) */
     int32_t *db_in32;
+    hera_catcher_bda_input_header_t header;
     int rv;
     int curblock_in=0;
+    int curblock_out = 0;
     float file_start_t, file_stop_t, file_duration; // time from bcnt
     int64_t file_obs_id, file_nblts=0, file_nts=0;
     int32_t curr_file_bcnt = -1;
     uint32_t bctr, strt_bcnt, stop_bcnt, break_bcnt;        // bcnt variable
-    int b;
+    int i,b;
     unsigned int nbls, block_offset;
     uint32_t file_offset;
+    uint32_t offset_in, offset_out; // for autocorrs
+    int auto_ants_filled = 0;
+    uint16_t ant;
     herr_t status;
 
     hdf5_id_t sum_file;
@@ -826,9 +833,10 @@ static void *run(hashpipe_thread_args_t * args)
           file_cnt = 0;
           hashpipe_status_lock_safe(&st);
           hputu4(st.buf, "TRIGGER", 0);
-          
+            
           // Get baseline distribution from redis -- this has to be done here
           // to ensure that redis database is updated before reading.
+          hgetu8(st.buf,"BDANANT", &Nants);
           hgetu8(st.buf,"NBL2SEC", &baseline_dist[0]);
           hgetu8(st.buf,"NBL4SEC", &baseline_dist[1]);
           hgetu8(st.buf,"NBL8SEC", &baseline_dist[2]);
@@ -880,27 +888,29 @@ static void *run(hashpipe_thread_args_t * args)
         // data by incrementing NFILES without retriggering.
         idle = 0;
 
-        // Got a new data block, update status
-        hashpipe_status_lock_safe(&st);
-        hputs(st.buf, status_key, "writing");
-        hputi4(st.buf, "DISKBKIN", curblock_in);
-        hputu8(st.buf, "DISKMCNT", db_in->block[curblock_in].header.mcnt[0]);
-        hputu8(st.buf, "DISKBCNT", db_in->block[curblock_in].header.bcnt[0]);
-        hashpipe_status_unlock_safe(&st);
-
         // Start writing files!
         // A file is defined as bcnts_per_file number of bcnts. If a bcnt belonging
         // to a new intergation arrives, close the old file and start a new file.
 
         clock_gettime(CLOCK_MONOTONIC, &start);
         db_in32 = (int32_t *)db_in->block[curblock_in].data;
+        header = db_in->block[curblock_in].header;
+
+        // Got a new data block, update status
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "writing");
+        hputi4(st.buf, "DISKBKIN", curblock_in);
+        hputu8(st.buf, "DISKMCNT", header.mcnt[0]);
+        hputu8(st.buf, "DISKBCNT", header.bcnt[0]);
+        hashpipe_status_unlock_safe(&st);
+
              
         for (bctr=0 ; bctr< BASELINES_PER_BLOCK; bctr += N_BL_PER_WRITE){
 
           // We write N_BL_PER_WRITE at a time.
           // these variables store the baseline numbers for the start and end of these blocks
-          strt_bcnt = db_in->block[curblock_in].header.bcnt[bctr];
-          stop_bcnt = db_in->block[curblock_in].header.bcnt[bctr+N_BL_PER_WRITE-1]; 
+          strt_bcnt = header.bcnt[bctr];
+          stop_bcnt = header.bcnt[bctr+N_BL_PER_WRITE-1]; 
 
           clock_gettime(CLOCK_MONOTONIC, &t_start);
           compute_sum_diff(db_in32, bl_buf_sum, bl_buf_diff, bctr);
@@ -932,10 +942,10 @@ static void *run(hashpipe_thread_args_t * args)
                 clock_gettime(CLOCK_MONOTONIC, &w_stop);
 
                 for(b=0; b< N_BL_PER_WRITE; b++){
-                   ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[bctr+b];
-                   ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[bctr+b];
+                   ant_0_array[file_offset+b]    = (int)header.ant_pair_0[bctr+b];
+                   ant_1_array[file_offset+b]    = (int)header.ant_pair_1[bctr+b];
 
-                   time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time,  
+                   time_array_buf[file_offset+b] = compute_jd_from_mcnt(header.mcnt[bctr+b], sync_time,  
                                                    integration_time_buf[file_offset+b]);
                 }
                 
@@ -993,9 +1003,9 @@ static void *run(hashpipe_thread_args_t * args)
                     clock_gettime(CLOCK_MONOTONIC, &w_stop);
 
                     for(b=0; b< nbls; b++){
-                       ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[bctr+b];
-                       ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[bctr+b];
-                       time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time, 
+                       ant_0_array[file_offset+b]    = (int)header.ant_pair_0[bctr+b];
+                       ant_1_array[file_offset+b]    = (int)header.ant_pair_1[bctr+b];
+                       time_array_buf[file_offset+b] = compute_jd_from_mcnt(header.mcnt[bctr+b], sync_time, 
                                                        integration_time_buf[file_offset+b]);
                     }
                     file_nblts += nbls;
@@ -1039,7 +1049,7 @@ static void *run(hashpipe_thread_args_t * args)
                  if (file_cnt >= nfiles) {
                      fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);
                      if(hera_catcher_bda_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
-                         hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
+                         hashpipe_error(__FUNCTION__, "error marking catcher bda input databuf %d free", curblock_in);
                          pthread_exit(NULL);
                      }
                      curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
@@ -1062,8 +1072,8 @@ static void *run(hashpipe_thread_args_t * args)
              curr_file_bcnt = break_bcnt;
              block_offset = bctr + break_bcnt - strt_bcnt;
              fprintf(stdout, "Curr file bcnt: %d\n", curr_file_bcnt);
-             fprintf(stdout, "Curr file mcnt: %ld\n", db_in->block[curblock_in].header.mcnt[block_offset]);
-             gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt[block_offset], sync_time);
+             fprintf(stdout, "Curr file mcnt: %ld\n", header.mcnt[block_offset]);
+             gps_time = mcnt2time(header.mcnt[block_offset], sync_time);
              julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
              file_start_t = gps_time;
              file_obs_id = (int64_t)gps_time;
@@ -1102,9 +1112,9 @@ static void *run(hashpipe_thread_args_t * args)
                 file_offset = break_bcnt - curr_file_bcnt;
 
                 for(b=0; b< nbls; b++){
-                   ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[block_offset+b];
-                   ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[block_offset+b];
-                   time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[block_offset+b], sync_time, 
+                   ant_0_array[file_offset+b]    = (int)header.ant_pair_0[block_offset+b];
+                   ant_1_array[file_offset+b]    = (int)header.ant_pair_1[block_offset+b];
+                   time_array_buf[file_offset+b] = compute_jd_from_mcnt(header.mcnt[block_offset+b], sync_time, 
                                                    integration_time_buf[file_offset+b]);
                 }
                 
@@ -1132,7 +1142,57 @@ static void *run(hashpipe_thread_args_t * args)
                 max_w_ns = MAX(w_ns, max_w_ns);
              }
           }
-        } 
+        }
+
+        /* Copy auto correlations to autocorr buffer */
+
+        fprintf (stderr, "Processing auto correlations\n");
+        if (auto_ants_filled == 0){
+           fprintf(stderr, "Waiting for a free databuf\n");
+           // Wait for next buffer to get free
+           while ((rv= hera_catcher_autocorr_databuf_wait_free(db_out, curblock_out)) != HASHPIPE_OK) {
+               if (rv==HASHPIPE_TIMEOUT) {
+                   hashpipe_status_lock_safe(&st);
+                   hputs(st.buf, status_key, "blocked redis thread");
+                   hashpipe_status_unlock_safe(&st);
+                   continue;
+               } else {
+                   hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+                   pthread_exit(NULL);
+                   break;
+               }
+           }
+           for (i=0; i<N_ANTS; i++){
+               db_out->block[curblock_out].header.ant[i] = 0;
+           }
+        }
+
+        for (bctr=0; bctr < BASELINES_PER_BLOCK; bctr++){
+            ant = header.ant_pair_0[bctr];
+            if((header.ant_pair_0[bctr] == header.ant_pair_1[bctr]) && (db_out->block[curblock_out].header.ant[ant]==0)){
+               offset_in = hera_catcher_bda_input_databuf_by_bcnt_idx32(bctr, 0);
+               offset_out = hera_catcher_autocorr_databuf_idx32(ant);
+               memcpy((db_out->block[curblock_out].data + offset_out), (db_in32 + offset_in), N_CHAN_TOTAL*N_STOKES*2*sizeof(uint32_t));
+               auto_ants_filled++;
+               db_out->block[curblock_out].header.ant[ant] = 1;
+            } 
+        }
+
+        fprintf(stderr, "Autocorr: ants filled: %d\n", auto_ants_filled);
+        // If you have autocorrs of all antennas
+        // Mark output block as full and advance
+        if (auto_ants_filled == Nants){
+           fprintf(stderr, "Marking autocorr databuf filled..");
+           // Update databuf headers
+           db_out->block[curblock_out].header.num_ants = Nants;
+           db_out->block[curblock_out].header.julian_time = compute_jd_from_mcnt(header.mcnt[bctr-1], sync_time, 2);
+           if (hera_catcher_autocorr_databuf_set_filled(db_out, curblock_out) != HASHPIPE_OK) {
+              hashpipe_error(__FUNCTION__, "error marking out databuf %d full", curblock_out);
+              pthread_exit(NULL);
+           }
+           curblock_out = (curblock_out + 1) % AUTOCORR_N_BLOCKS;
+           auto_ants_filled = 0; 
+        }
         
         clock_gettime(CLOCK_MONOTONIC, &finish);
 
@@ -1180,7 +1240,7 @@ static hashpipe_thread_desc_t hera_catcher_disk_thread_bda = {
     init: init,
     run:  run,
     ibuf_desc: {hera_catcher_bda_input_databuf_create},
-    obuf_desc: {NULL}
+    obuf_desc: {hera_catcher_autocorr_databuf_create}
 };
 
 static __attribute__((constructor)) void ctor()
diff --git a/src/paper_databuf.c b/src/paper_databuf.c
index 2dd1107a..ee123bd6 100644
--- a/src/paper_databuf.c
+++ b/src/paper_databuf.c
@@ -197,13 +197,164 @@ hashpipe_databuf_t *hera_catcher_input_databuf_create(int instance_id, int datab
                        + sizeof(hashpipe_databuf_cache_alignment);
     size_t block_size  = sizeof(hera_catcher_input_block_t);
     int    n_block = CATCHER_N_BLOCKS;
-    fprintf(stdout, "size_t: %u, block size: %lu, nblocks size: %u\n", (uint32_t)sizeof(size_t),(uint64_t)block_size, (uint32_t)n_block);
-    fprintf(stdout, "header size: %u, words: %lu\n", (uint32_t)header_size, (uint64_t)(VIS_MATRIX_ENTRIES *TIME_DEMUX));
+    //fprintf(stderr, "size_t: %u, block size: %lu, nblocks size: %u\n", 
+    //        (uint32_t)sizeof(size_t),(uint64_t)block_size, (uint32_t)n_block);
+    //fprintf(stderr, "header size: %u, words: %lu\n", (uint32_t)header_size, 
+    //        (uint64_t)(PACKETS_PER_BLOCK*OUTPUT_BYTES_PER_PACKET));
 
     return hashpipe_databuf_create(
         instance_id, databuf_id, header_size, block_size, n_block);
 }
 
+// BDA versions
+int hera_catcher_bda_input_databuf_wait_free(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "wait free");
+    rv = hashpipe_databuf_wait_free((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "got  free");
+    return rv;
+}
+
+int hera_catcher_bda_input_databuf_busywait_free(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "busy-wait free");
+    rv = hashpipe_databuf_busywait_free((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "busy-got  free");
+    return rv;
+}
+
+int hera_catcher_bda_input_databuf_wait_filled(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "wait fill");
+    rv = hashpipe_databuf_wait_filled((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "got  fill");
+    return rv;
+}
+
+int hera_catcher_bda_input_databuf_busywait_filled(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "busy-wait fill");
+    rv = hashpipe_databuf_busywait_filled((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "busy-got  fill");
+    return rv;
+}
+
+int hera_catcher_bda_input_databuf_set_free(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    SEMLOG(d, "set  free");
+    return hashpipe_databuf_set_free((hashpipe_databuf_t *)d, block_id);
+}
+
+int hera_catcher_bda_input_databuf_set_filled(hera_catcher_bda_input_databuf_t *d, int block_id)
+{
+    SEMLOG(d, "set  fill");
+    return hashpipe_databuf_set_filled((hashpipe_databuf_t *)d, block_id);
+}
+
+hashpipe_databuf_t *hera_catcher_bda_input_databuf_create(int instance_id, int databuf_id)
+{
+#ifdef DEBUG_SEMS
+    // Init clock variables
+    if(databuf_id==1) {
+        clock_gettime(CLOCK_MONOTONIC, &start);
+        now.tv_sec = start.tv_sec;
+        now.tv_nsec = start.tv_nsec;
+    }
+#endif
+
+    /* Calc databuf sizes */
+    size_t header_size = sizeof(hashpipe_databuf_t)
+                       + sizeof(hashpipe_databuf_cache_alignment);
+    size_t block_size  = sizeof(hera_catcher_bda_input_block_t);
+    int    n_block = CATCHER_N_BLOCKS;
+    //fprintf(stderr, "size_t: %u, block size: %lu, nblocks size: %u\n", 
+    //        (uint32_t)sizeof(size_t),(uint64_t)block_size, (uint32_t)n_block);
+    //fprintf(stderr, "header size: %u, words: %lu\n", (uint32_t)header_size, 
+    //        (uint64_t)(PACKETS_PER_BLOCK*OUTPUT_BYTES_PER_PACKET));
+
+    return hashpipe_databuf_create(
+        instance_id, databuf_id, header_size, block_size, n_block);
+}
+
+// AUTOCORR BLOCKS
+int hera_catcher_autocorr_databuf_wait_free(hera_catcher_autocorr_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "wait free");
+    rv = hashpipe_databuf_wait_free((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "got  free");
+    return rv;
+}
+
+int hera_catcher_autocorr_databuf_busywait_free(hera_catcher_autocorr_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "busy-wait free");
+    rv = hashpipe_databuf_busywait_free((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "busy-got  free");
+    return rv;
+}
+
+int hera_catcher_autocorr_databuf_wait_filled(hera_catcher_autocorr_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "wait fill");
+    rv = hashpipe_databuf_wait_filled((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "got  fill");
+    return rv;
+}
+
+int hera_catcher_autocorr_databuf_busywait_filled(hera_catcher_autocorr_databuf_t *d, int block_id)
+{
+    int rv;
+    SEMLOG(d, "busy-wait fill");
+    rv = hashpipe_databuf_busywait_filled((hashpipe_databuf_t *)d, block_id);
+    SEMLOG(d, "busy-got  fill");
+    return rv;
+}
+
+int hera_catcher_autocorr_databuf_set_free(hera_catcher_autocorr_databuf_t *d, int block_id)
+{
+    SEMLOG(d, "set  free");
+    return hashpipe_databuf_set_free((hashpipe_databuf_t *)d, block_id);
+}
+
+int hera_catcher_autocorr_databuf_set_filled(hera_catcher_autocorr_databuf_t *d, int block_id)
+{
+    SEMLOG(d, "set  fill");
+    return hashpipe_databuf_set_filled((hashpipe_databuf_t *)d, block_id);
+}
+
+hashpipe_databuf_t *hera_catcher_autocorr_databuf_create(int instance_id, int databuf_id)
+{
+#ifdef DEBUG_SEMS
+    // Init clock variables
+    if(databuf_id==1) {
+        clock_gettime(CLOCK_MONOTONIC, &start);
+        now.tv_sec = start.tv_sec;
+        now.tv_nsec = start.tv_nsec;
+    }
+#endif
+
+    /* Calc databuf sizes */
+    size_t header_size = sizeof(hashpipe_databuf_t)
+                       + sizeof(hashpipe_databuf_cache_alignment);
+    size_t block_size  = sizeof(hera_catcher_autocorr_block_t);
+    int    n_block = CATCHER_N_BLOCKS;
+    //fprintf(stderr, "size_t: %u, block size: %lu, nblocks size: %u\n", 
+    //        (uint32_t)sizeof(size_t),(uint64_t)block_size, (uint32_t)n_block);
+    //fprintf(stderr, "header size: %u, words: %lu\n", (uint32_t)header_size, 
+    //        (uint64_t)(PACKETS_PER_BLOCK*OUTPUT_BYTES_PER_PACKET));
+
+    return hashpipe_databuf_create(
+        instance_id, databuf_id, header_size, block_size, n_block);
+}
+
+
 hashpipe_databuf_t *paper_gpu_input_databuf_create(int instance_id, int databuf_id)
 {
 #ifdef DEBUG_SEMS
@@ -227,6 +378,15 @@ hashpipe_databuf_t *paper_gpu_input_databuf_create(int instance_id, int databuf_
 
 hashpipe_databuf_t *paper_output_databuf_create(int instance_id, int databuf_id)
 {
+#ifdef DEBUG_SEMS
+    // Init clock variables
+    if(databuf_id==1) {
+        clock_gettime(CLOCK_MONOTONIC, &start);
+        now.tv_sec = start.tv_sec;
+        now.tv_nsec = start.tv_nsec;
+    }
+#endif
+
     /* Calc databuf sizes */
     size_t header_size = sizeof(hashpipe_databuf_t)
                        + sizeof(hashpipe_databuf_cache_alignment);
@@ -236,3 +396,24 @@ hashpipe_databuf_t *paper_output_databuf_create(int instance_id, int databuf_id)
     return hashpipe_databuf_create(
         instance_id, databuf_id, header_size, block_size, n_block);
 }
+
+hashpipe_databuf_t *hera_bda_databuf_create(int instance_id, int databuf_id)
+{
+#ifdef DEBUG_SEMS
+    // Init clock variables
+    if(databuf_id==1) {
+        clock_gettime(CLOCK_MONOTONIC, &start);
+        now.tv_sec = start.tv_sec;
+        now.tv_nsec = start.tv_nsec;
+    }
+#endif
+
+    /* Calc databuf sizes */
+    size_t header_size = sizeof(hashpipe_databuf_t)
+                       + sizeof(hashpipe_databuf_cache_alignment);
+    size_t block_size  = sizeof(hera_bda_block_t);
+    int    n_block = N_BDABUF_BLOCKS;
+
+    return hashpipe_databuf_create(
+        instance_id, databuf_id, header_size, block_size, n_block);
+}
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index e9b142dd..1342afbd 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -408,6 +408,38 @@ typedef struct hera_catcher_bda_input_databuf {
   hera_catcher_bda_input_block_t block[CATCHER_N_BLOCKS];
 } hera_catcher_bda_input_databuf_t;
 
+/* 
+ * CATCHER - autocorr buffers
+ */
+
+#define BYTES_AUTOCORR_BLK  (N_CHAN_TOTAL * N_ANTS * N_STOKES * 8L)
+#define AUTOCORR_N_BLOCKS    2
+
+#define hera_catcher_autocorr_databuf_idx32(a) \
+      ((a)*N_CHAN_TOTAL*N_STOKES*2L)
+
+typedef struct hera_catcher_autocorr_header{
+  uint64_t num_ants;
+  double julian_time;
+  uint8_t ant[N_ANTS]; //flag to show if this has been updated
+} hera_catcher_autocorr_header_t;
+
+typedef uint8_t hera_catcher_autocorr_header_cache_alignment[
+  CACHE_ALIGNMENT - (sizeof(hera_catcher_autocorr_header_t) % CACHE_ALIGNMENT)
+];
+
+typedef struct hera_catcher_autocorr_block {
+  hera_catcher_autocorr_header_t header;
+  hera_catcher_autocorr_header_cache_alignment padding;
+  uint32_t data[BYTES_AUTOCORR_BLK/sizeof(uint32_t)];
+} hera_catcher_autocorr_block_t;
+
+typedef struct hera_catcher_autocorr_databuf {
+  hashpipe_databuf_t header;
+  hashpipe_databuf_cache_alignment padding;
+  hera_catcher_autocorr_block_t block[AUTOCORR_N_BLOCKS];
+} hera_catcher_autocorr_databuf_t;
+
 
 /*
  * INPUT BUFFER FUNCTIONS
@@ -540,6 +572,49 @@ int hera_catcher_bda_input_databuf_set_free(hera_catcher_bda_input_databuf_t *d,
 int hera_catcher_bda_input_databuf_set_filled(hera_catcher_bda_input_databuf_t *d, int block_id);
 
 
+/* 
+ * CATCHER AUTOCORR BUFFER FUNCTIONS
+ */
+
+hashpipe_databuf_t *hera_catcher_autocorr_databuf_create(int instance_id, int databuf_id);
+
+static inline hera_catcher_autocorr_databuf_t *hera_catcher_autocorr_databuf_attach(int instance_id, int databuf_id)
+{
+    return (hera_catcher_autocorr_databuf_t *)hashpipe_databuf_attach(instance_id, databuf_id);
+}
+
+static inline int hera_catcher_autocorr_databuf_detach(hera_catcher_autocorr_databuf_t *d)
+{
+    return hashpipe_databuf_detach((hashpipe_databuf_t *)d);
+}
+
+static inline void hera_catcher_autocorr_databuf_clear(hera_catcher_autocorr_databuf_t *d)
+{
+    hashpipe_databuf_clear((hashpipe_databuf_t *)d);
+}
+
+static inline int hera_catcher_autocorr_databuf_block_status(hera_catcher_autocorr_databuf_t *d, int block_id)
+{
+    return hashpipe_databuf_block_status((hashpipe_databuf_t *)d, block_id);
+}
+
+static inline int hera_catcher_autocorr_databuf_total_status(hera_catcher_autocorr_databuf_t *d)
+{
+    return hashpipe_databuf_total_status((hashpipe_databuf_t *)d);
+}
+
+int hera_catcher_autocorr_databuf_wait_free(hera_catcher_autocorr_databuf_t *d, int block_id);
+
+int hera_catcher_autocorr_databuf_busywait_free(hera_catcher_autocorr_databuf_t *d, int block_id);
+
+int hera_catcher_autocorr_databuf_wait_filled(hera_catcher_autocorr_databuf_t *d, int block_id);
+
+int hera_catcher_autocorr_databuf_busywait_filled(hera_catcher_autocorr_databuf_t *d, int block_id);
+
+int hera_catcher_autocorr_databuf_set_free(hera_catcher_autocorr_databuf_t *d, int block_id);
+
+int hera_catcher_autocorr_databuf_set_filled(hera_catcher_autocorr_databuf_t *d, int block_id);
+
 /*
  * GPU INPUT BUFFER FUNCTIONS
  */
diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index dfb88951..2de4f833 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -17,6 +17,7 @@ function init() {
   bindhost=eth3
   netcpu=0
   outcpu=3
+  autocpu=5
 
   if [ $USE_BDA -eq 1 ]
   then
@@ -41,6 +42,7 @@ function init() {
     -o BINDHOST=$bindhost \
     -c $netcpu $netthread \
     -c $outcpu $diskthread \
+    -c $autocpu hera_catcher_autocorr_thread
      < /dev/null \
     1> ~/catcher.out.$instance \
     2> ~/catcher.err.$instance &
diff --git a/src/tests/check_bda_autocorr_output.py b/src/tests/check_bda_autocorr_output.py
new file mode 100644
index 00000000..eef46f0e
--- /dev/null
+++ b/src/tests/check_bda_autocorr_output.py
@@ -0,0 +1,18 @@
+import numpy as np
+import struct
+import redis
+import matplotlib.pyplot as plt
+
+r = redis.Redis('redishost')
+
+# From fake data script:
+# Data for one stokes, one channel, real + imag:
+# '\x00\x00\x00\x01\x00\x00\x00\x01'
+
+int_bin = np.tile(np.arange(128, dtype=np.int32)+1, 48)
+
+auto10n = struct.unpack('<6144I', r.get('auto:10n'))
+
+plt.plot(auto10n)
+plt.plot(int_bin, ls='--', c='g')
+plt.show()

From 94c991a3d35ccd43151e375e776d42fb43d3085c Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sun, 6 Oct 2019 23:26:07 +0000
Subject: [PATCH 285/420] change sync_time to milliseconds

---
 src/hera_catcher_disk_thread_bda.c | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 453d1c80..535608c8 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -477,7 +477,7 @@ static void get_integration_time(hdf5_id_t *id, double *integration_time_buf) {
 /*
 Turn an mcnt into a UNIX time in double-precision.
 */
-static double mcnt2time(uint64_t mcnt, uint32_t sync_time)
+static double mcnt2time(uint64_t mcnt, uint32_t sync_time_ms)
 {
     return (sync_time_ms / 1000.) + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
 }
@@ -491,9 +491,9 @@ static double unix2julian(double unixtime)
 }
 */
 
-static double compute_jd_from_mcnt(uint64_t mcnt, uint32_t sync_time, double integration_time)
+static double compute_jd_from_mcnt(uint64_t mcnt, uint32_t sync_time_ms, double integration_time)
 {
-   double unix_time = sync_time + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
+   double unix_time = (sync_time_ms / 1000.) + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
    unix_time = unix_time - integration_time/2;
    
    return (2440587.5 + (unix_time / (double)(86400.0)));
@@ -679,7 +679,7 @@ static void *run(hashpipe_thread_args_t * args)
     char hdf5_fname[128];
 
     // Variables for sync time and computed gps time / JD
-    uint32_t sync_time = 0;
+    uint32_t sync_time_ms = 0;
     double gps_time;
     double julian_time;
 
@@ -801,7 +801,7 @@ static void *run(hashpipe_thread_args_t * args)
         hgets(st.buf, "HDF5TPLT", 128, template_fname);
 
         // Get time that F-engines were last sync'd
-        hgetu4(st.buf, "SYNCTIME", &sync_time);
+        hgetu4(st.buf, "SYNCTIME", &sync_time_ms);
 
         // Get the integration time reported by the correlator
         hgetu4(st.buf, "INTTIME", &acc_len);
@@ -935,7 +935,7 @@ static void *run(hashpipe_thread_args_t * args)
                    ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[bctr+b];
                    ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[bctr+b];
 
-                   time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time,  
+                   time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time_ms,  
                                                    integration_time_buf[file_offset+b]);
                 }
                 
@@ -995,7 +995,7 @@ static void *run(hashpipe_thread_args_t * args)
                     for(b=0; b< nbls; b++){
                        ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[bctr+b];
                        ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[bctr+b];
-                       time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time, 
+                       time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[bctr+b], sync_time_ms, 
                                                        integration_time_buf[file_offset+b]);
                     }
                     file_nblts += nbls;
@@ -1013,7 +1013,7 @@ static void *run(hashpipe_thread_args_t * args)
                     max_w_ns = MAX(w_ns, max_w_ns);
                  }
                  // finish meta data and close the file
-                 gps_time = mcnt2time(break_bcnt, sync_time);
+                 gps_time = mcnt2time(break_bcnt, sync_time_ms);
                  file_stop_t = gps_time;
                  file_duration = file_stop_t - file_start_t;
 
@@ -1063,7 +1063,7 @@ static void *run(hashpipe_thread_args_t * args)
              block_offset = bctr + break_bcnt - strt_bcnt;
              fprintf(stdout, "Curr file bcnt: %d\n", curr_file_bcnt);
              fprintf(stdout, "Curr file mcnt: %ld\n", db_in->block[curblock_in].header.mcnt[block_offset]);
-             gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt[block_offset], sync_time);
+             gps_time = mcnt2time(db_in->block[curblock_in].header.mcnt[block_offset], sync_time_ms);
              julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
              file_start_t = gps_time;
              file_obs_id = (int64_t)gps_time;
@@ -1104,7 +1104,7 @@ static void *run(hashpipe_thread_args_t * args)
                 for(b=0; b< nbls; b++){
                    ant_0_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_0[block_offset+b];
                    ant_1_array[file_offset+b]    = (int)db_in->block[curblock_in].header.ant_pair_1[block_offset+b];
-                   time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[block_offset+b], sync_time, 
+                   time_array_buf[file_offset+b] = compute_jd_from_mcnt(db_in->block[curblock_in].header.mcnt[block_offset+b], sync_time_ms, 
                                                    integration_time_buf[file_offset+b]);
                 }
                 

From 00e50cefdfdff10e3486b91c73d869419430eec0 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sun, 6 Oct 2019 23:28:28 +0000
Subject: [PATCH 286/420] BDA config file...

... script to create BDA config file basesd on antennas
availble in the database. Antennas not listed in the
database are not recorded to file.
---
 src/scripts/hera_catcher_up.py        | 19 ++++---
 src/scripts/hera_create_bda_config.py | 81 +++++++++++++++++++++++++++
 src/scripts/xtor_up.py                | 18 +++---
 3 files changed, 102 insertions(+), 16 deletions(-)
 create mode 100644 src/scripts/hera_create_bda_config.py

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 2ef20ae0..44e242c7 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -9,6 +9,7 @@
 perf_tweaker = 'tweak-perf-sn.sh'
 init = 'hera_catcher_init.sh'
 python_source_cmd = ['source', '~/hera-venv/bin/activate']
+bda_config_cmd = ['hera_create_bda_config.py']
 template_cmd = ['hera_make_hdf5_template.py']
 
 def run_on_hosts(hosts, cmd, user=None, wait=True):
@@ -31,9 +32,6 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
 parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', 
                     help='Place to put HDF5 header template file')
-parser.add_argument('-c', dest='bdaconfig', type=str, default='/tmp/bdaconfig.txt',
-                    help='Place to put the BDA config file.\
-                          Used only if --bda flag is used')
 parser.add_argument('--bda', dest='bda', action='store_true', default=False,
                     help='Use the baseline dependent averaging version')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
@@ -64,13 +62,17 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 
 # Upload config file location
 # NOTE: This has to come before template generation!
+# Generate the BDA config file and upload to redis
 if args.bda:
-   r.set('bda:config',args.bdaconfig)
-time.sleep(10)
+    print 'Create configuration file'
+    p = subprocess.Popen(python_source_cmd + [';'] + bda_config_cmd + ['-c', '-r', '/tmp/bdaconfig.txt'])
+    p.wait()
+    #run_on_hosts([args.host], python_source_cmd + [';'] + bda_config_cmd + ['-c','-r', args.bdaconfig], wait=True)
+    time.sleep(10)
 
 # Generate the meta-data template
 if args.bda:
-   run_on_hosts([args.host], python_source_cmd + [';'] + ['hera_make_hdf5_template_bda.py'] + ['c', '-r', args.hdf5template], wait=True)
+   run_on_hosts([args.host], python_source_cmd + [';'] + ['hera_make_hdf5_template_bda.py'] + ['-c', '-r', args.hdf5template], wait=True)
 else:
    run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
 
@@ -98,8 +100,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
    baselines = {}
    for n in range(4):
        baselines[n] = []
-   
-   bdaconfig = np.loadtxt(args.bdaconfig, dtype=np.int)
+
+   bdaconfig = np.loadtxt('/tmp/bdaconfig.txt', dtype=np.int)
    for i,t in enumerate(bdaconfig[:,2]):
        if (t==0): continue
        n = int(np.log(t)/np.log(2))
@@ -107,6 +109,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
        baselines[n].append((bdaconfig[i,0], bdaconfig[i,1]))
    
    for i in range(4):
+       print (i, len(baselines[i]))
        r.publish(pubchan, 'NBL%dSEC=%d'  % (2**(i+1), len(baselines[i])))
    
    time.sleep(0.1)
diff --git a/src/scripts/hera_create_bda_config.py b/src/scripts/hera_create_bda_config.py
new file mode 100644
index 00000000..c4b3eba6
--- /dev/null
+++ b/src/scripts/hera_create_bda_config.py
@@ -0,0 +1,81 @@
+#!/usr/bin/env python
+
+from __future__ import print_function, division, absolute_import
+import h5py
+import sys
+import json
+import logging
+import numpy as np
+import time
+import copy
+import redis
+from hera_corr_f import helpers
+
+NANTS = 352
+
+def get_cm_info():
+    from hera_mc import cm_sysutils
+    h = cm_sysutils.Handling()
+    return h.get_cminfo_correlator()
+
+def get_hera_to_corr_ants(r, ants):
+    """
+    Given a list of antenna numbers, get the 
+    corresponding correlator numbers from the 
+    redis database, using a redis.Redis instance (r)
+    """
+    ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
+    corr_nums = []
+    for a in ants:
+        host = ant_to_snap['%d'%a]['n']['host']
+        chan = ant_to_snap['%d'%a]['n']['channel'] # snap_input_number
+        snap_ant_chans = r.hget("corr:snap_ants", host)
+        if snap_ant_chans is None:
+            continue
+        corr_ant_number = json.loads(snap_ant_chans)[chan//2] #Indexes from 0-3 (ignores pol)
+        corr_nums.append(corr_ant_number)
+
+    return corr_nums
+
+def create_bda_config(n_ants_data, use_cm=False, use_redis=False):
+    # This does not account for BDA!!!
+    if use_cm:
+        cminfo = get_cm_info()
+        ants = cminfo['antenna_numbers']
+
+    if use_redis:
+       r = redis.Redis('redishost')
+       corr_ant_nums = get_hera_to_corr_ants(r, ants)
+
+    else:
+       corr_ant_nums = np.arange(n_ants_data)
+
+    bl_pairs = []
+    for ant0 in range(NANTS):
+        for ant1 in range(ant0, NANTS, 1):
+            if (ant0 in corr_ant_nums) and (ant1 in corr_ant_nums):
+               bl_pairs.append([ant0, ant1, 1])
+            else:
+               bl_pairs.append([ant0, ant1, 0])
+
+    return bl_pairs
+
+
+if __name__ == "__main__":
+    import argparse
+     
+    parser = argparse.ArgumentParser(description='Create a configuration file for BDA '\
+                                     'using the correlator C+M system to get current meta-data'\
+                                     'NO BDA IS CURRENTLY PERFORMED!',
+                                     formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+    parser.add_argument('output',type=str, help = 'Path to which the configuration file should be output')
+    parser.add_argument('-c', dest='use_cminfo', action='store_true', default=False,
+                        help ='Use this flag to get up-to-date (hopefully) array meta-data from the C+M system')
+    parser.add_argument('-r', dest='use_redis', action='store_true', default=False,
+                        help ='Use this flag to get up-to-date (hopefully) f-engine meta-data from a redis server at `redishost`')
+    parser.add_argument('-n', dest='n_ants_data', type=int, default=192,
+                        help ='Number of antennas that have data (used if cminfo is not set)')
+    args = parser.parse_args()
+
+    baseline_pairs = create_bda_config(args.n_ants_data, use_cm = args.use_cminfo, use_redis=args.use_redis) 
+    np.savetxt(args.output, baseline_pairs, fmt='%d', delimiter=' ')
diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 01ed1127..2731fc1c 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -9,6 +9,8 @@
 perf_tweaker = 'tweak-perf.sh'
 paper_init = 'paper_init.sh'
 paper_init_ibv = 'paper_init_ibv.sh'
+python_source_cmd = ['source', '~/hera-venv/bin/activate']
+bda_config_cmd = ['hera_create_bda_config.py']
 
 def run_on_hosts(hosts, cmd, user=None, wait=True):
     if isinstance(cmd, str):
@@ -33,7 +35,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 parser.add_argument('-i', dest='ninstances', type=int, default=2,
                     help='Number of pipeline instances per host')
 parser.add_argument('-c', dest='bdaconf', type=str, default='/tmp/bdaconfig.txt',
-                    help='Loaction of BDA config file (used only if --bda flag is used)')
+                    help='Location of BDA config file (used only if --bda flag is used)')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
 parser.add_argument('--ibverbs', dest='ibverbs', action='store_true', default=False,
@@ -90,14 +92,14 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(3)
 
 # Generate the BDA config file and upload to redis
-# TODO: Replace copy command with generate script
-run_on_hosts(hosts, ["cp", args.bdaconf, "/tmp/bdaconfig.txt"], wait=True)
-
 if args.bda:
-   for hn,host in enumerate(hosts):
-      for i in range(args.ninstances):
-         key = 'hashpipe://%s/%d/set' % (host, i)
-         r.publish(key, 'BDACONF=/tmp/bdaconfig.txt')
+    python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
+    run_on_hosts(hosts, python_source_cmd + bda_config_cmd + ["-c", "-r", args.bdaconf], wait=True)
+
+    for hn,host in enumerate(hosts):
+       for i in range(args.ninstances):
+          key = 'hashpipe://%s/%d/set' % (host, i)
+          r.publish(key, 'BDACONF=/tmp/bdaconfig.txt')
 
 # Configure the X-engines as even/odd correlators
 for hn, host in enumerate(hosts):

From e1a47c6f972c18c50f45d408bed560149e838be4 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sun, 6 Oct 2019 23:30:19 +0000
Subject: [PATCH 287/420] checnge cm hangling commands, update uvw array
 computation

---
 src/scripts/hera_make_hdf5_template_bda.py | 26 ++++++++++------------
 1 file changed, 12 insertions(+), 14 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 9536b647..6286623c 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -20,7 +20,7 @@ def get_corr_to_hera_map(r, nants_data=192, nants=352):
     of correlator index (0 - Nants_data -1) to
     hera antenna number (0 - Nants).
     """
-    out_map = np.arange(nants, nants + nants_data) # use default values outside the range of real antennas
+    out_map = {k:v for k,v in enumerate(range(nants, nants+nants_data))} # use default values outside the range of real antennas
 
     # A dictionary with keys which are antenna numbers
     # of the for {<ant> :{<pol>: {'host':SNAPHOSTNAME, 'channel':INTEGER}}}
@@ -65,8 +65,8 @@ def get_ant_names():
     return ["foo"]*352
 
 def get_cm_info():
-    from hera_mc import sys_handling
-    h = sys_handling.Handling()
+    from hera_mc import cm_sysutils
+    h = cm_sysutils.Handling()
     return h.get_cminfo_correlator()
 
 def get_antpos_enu(antpos, lat, lon, alt):
@@ -167,6 +167,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     freqs = np.linspace(0, 250e6, NCHANS_F + 1)[1536 : 1536 + (8192 // 4 * 3)]
     # average over channels
     freqs = freqs.reshape(NCHANS, NCHAN_SUM).sum(axis=1) / NCHAN_SUM
+    uvw = np.zeros([n_bls, 3])
 
     if use_cm:
         cminfo = get_cm_info()
@@ -183,7 +184,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         fenginfo = r.hgetall("init_configuration")
         corr_to_hera_map = get_corr_to_hera_map(r, nants_data=NANTS_DATA, nants=NANTS)
         for n in range(baselines.shape[0]):
-            bls[n] = [corr_to_hera_map[bls[n,0]], corr_to_hera_map[bls[n,1]]]
+            baselines[n] = [corr_to_hera_map[baselines[n,0]], corr_to_hera_map[baselines[n,1]]]
     else:
         fenginfo = None
         # Use impossible antenna numbers to indicate they're not really valid
@@ -230,6 +231,8 @@ def create_header(h5, config, use_cm=False, use_redis=False):
             ant_names[i]   = np.string_(cminfo["antenna_names"][n])
             ant_nums[i]    = cminfo["antenna_numbers"][n]
             ant_pos_enu[i] = cminfo["antenna_positions_enu"][n]
+        for i,(a,b) in enumerate(baselines):
+            uvw[i] = ant_pos_enu[a] - ant_pos_enu[b]
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=ant_names)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=ant_nums)
         header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS,3), data=ant_pos)
@@ -250,9 +253,6 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     # time_array needs populating by receiver (should be center of integrations in JD)
     #header.create_dataset("time_array", dtype="<f8", data=np.zeros(n_bls * NTIMES))
     # uvw_needs populating by receiver: uvw = xyz(ant2) - xyz(ant1). Units, metres.
-    uvw = np.zeros([n_bls, 3])
-    for i,(a,b) in enumerate(baselines):
-        uvw[i] = ant_pos_enu[a] - ant_pos_enu[b]
     header.create_dataset("uvw_array",  dtype="<f8", data=uvw)
     # !Some! extra_keywords need to be computed for each file
     add_extra_keywords(header, cminfo, fenginfo)
@@ -262,9 +262,11 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
     extras = obj.create_group("extra_keywords")
     if cminfo is not None:
         extras.create_dataset("cmver", data=np.string_(cminfo["cm_version"]))
-        # we need to convert antenna_positions to a list for json to play nicely
+        # Convert any numpy arrays to lists so they can be JSON encoded
         cminfo_copy = copy.deepcopy(cminfo)
-        cminfo_copy["antenna_positions"] = cminfo_copy["antenna_positions"].tolist()
+        for key in cminfo_copy.keys():
+            if isinstance(cminfo_copy[key], np.ndarray):
+                cminfo_copy[key] = cminfo_copy[key].tolist()
         extras.create_dataset("cminfo", data=np.string_(json.dumps(cminfo_copy)))
         del(cminfo_copy)
     else:
@@ -293,16 +295,12 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
                         help ='Use this flag to get up-to-date (hopefully) array meta-data from the C+M system')
     parser.add_argument('-r', dest='use_redis', action='store_true', default=False,
                         help ='Use this flag to get up-to-date (hopefully) f-engine meta-data from a redis server at `redishost`')
-    parser.add_argument('--config', type=str, default=None, 
+    parser.add_argument('--config', type=str, default='/tmp/bdaconfig.txt', 
                         help = 'BDA Configuration file to create header (taken from redis by default)')
     args = parser.parse_args()
 
     if args.config:
        config = args.config
-    else:
-       import redis
-       r = redis.Redis('redishost')
-       config = r.get('bda:config')
 
     with h5py.File(args.output, "w") as h5:
         create_header(h5, config, use_cm=args.use_cminfo, use_redis=args.use_redis)

From aa2d270cab59e0e5d3e12c00b725f05e0758fa6b Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Mon, 7 Oct 2019 22:43:01 +0000
Subject: [PATCH 288/420] typo fix

---
 src/hera_catcher_disk_thread_bda.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 2d36924f..00af5f0e 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -1185,7 +1185,7 @@ static void *run(hashpipe_thread_args_t * args)
            fprintf(stderr, "Marking autocorr databuf filled..");
            // Update databuf headers
            db_out->block[curblock_out].header.num_ants = Nants;
-           db_out->block[curblock_out].header.julian_time = compute_jd_from_mcnt(header.mcnt[bctr-1], sync_time, 2);
+           db_out->block[curblock_out].header.julian_time = compute_jd_from_mcnt(header.mcnt[bctr-1], sync_time_ms, 2);
            if (hera_catcher_autocorr_databuf_set_filled(db_out, curblock_out) != HASHPIPE_OK) {
               hashpipe_error(__FUNCTION__, "error marking out databuf %d full", curblock_out);
               pthread_exit(NULL);

From 6f1f45f6598d7728b2ce7765bfab2d6d0fef1fb4 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Mon, 7 Oct 2019 22:44:21 +0000
Subject: [PATCH 289/420] Log to Redis option

---
 src/scripts/hera_catcher_init.sh | 97 +++++++++++++++++++++++---------
 1 file changed, 71 insertions(+), 26 deletions(-)

diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index 2de4f833..76af2156 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -21,55 +21,100 @@ function init() {
 
   if [ $USE_BDA -eq 1 ]
   then
-    netthread=hera_catcher_net_thread_bda
-    diskthread=hera_catcher_disk_thread_bda
-  else
-    netthread=hera_catcher_net_thread
-    diskthread=hera_catcher_disk_thread
-  fi
+    echo "Using BDA threads"
+    echo taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o BINDHOST=$bindhost \
+      -c $netcpu hera_catcher_net_thread_bda \
+      -c $outcpu hera_catcher_disk_thread_bda \
+      -c $autocpu hera_catcher_autocorr_thread
+
+    if [ $USE_REDIS -eq 1 ] 
+    then
+      echo "Using redis logger"
+      { taskset $mask \
+      hashpipe -p paper_gpu -I $instance \
+        -o BINDHOST=$bindhost \
+        -c $netcpu hera_catcher_net_thread_bda   \
+        -c $outcpu hera_catcher_disk_thread_bda  \
+        -c $autocpu hera_catcher_autocorr_thread \
+      < /dev/null 2>&3 1>~/catcher.out.$instance; } \
+      3>&1 1>&2 | tee ~/catcher.err.$instance | \
+      stdin_to_redis.py -l WARNING > /dev/null &
+    else
+      echo "*NOT* using redis logger"
+      taskset $mask \
+      hashpipe -p paper_gpu -I $instance \
+        -o BINDHOST=$bindhost \
+        -c $netcpu hera_catcher_net_thread_bda \
+        -c $outcpu hera_catcher_disk_thread_bda \
+        -c $autocpu hera_catcher_autocorr_thread \
+         < /dev/null \
+        1> ~/catcher.out.$instance \
+        2> ~/catcher.err.$instance &
+    fi
 
-  echo "Using netthread: $netthread"
-  echo "Using diskthread: $diskthread"
-  
-  echo taskset $mask \
-  hashpipe -p paper_gpu -I $instance \
-    -o BINDHOST=$bindhost \
-    -c $netcpu $netthread \
-    -c $outcpu $diskthread
+  elif [ $USE_BDA -eq 0 ]
+  then
+    echo taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -o BINDHOST=$bindhost \
+      -c $netcpu hera_catcher_net_thread \
+      -c $outcpu hera_catcher_disk_thread
 
-  taskset $mask \
-  hashpipe -p paper_gpu -I $instance \
-    -o BINDHOST=$bindhost \
-    -c $netcpu $netthread \
-    -c $outcpu $diskthread \
-    -c $autocpu hera_catcher_autocorr_thread
-     < /dev/null \
-    1> ~/catcher.out.$instance \
-    2> ~/catcher.err.$instance &
+    if [ $USE_REDIS -eq 1 ]
+    then
+      echo "Using redis logger"
+      { taskset $mask \
+      hashpipe -p paper_gpu -I $instance \
+        -o BINDHOST=$bindhost \
+        -c $netcpu hera_catcher_net_thread \
+        -c $outcpu hera_catcher_disk_thread \
+      < /dev/null 2>&3 1>~/catcher.out.$instance; } \
+      3>&1 1>&2 | tee ~/catcher.err.$instance | \
+      stdin_to_redis.py -l WARNING > /dev/null &
+    else
+      echo "*NOT* using redis logger"
+      taskset $mask \
+      hashpipe -p paper_gpu -I $instance \
+        -o BINDHOST=$bindhost \
+        -c $netcpu hera_catcher_net_thread \
+        -c $outcpu hera_catcher_disk_thread \
+         < /dev/null \
+        1> ~/catcher.out.$instance \
+        2> ~/catcher.err.$instance &
+    fi
+  fi
 }
 
 # Default to not using BDA version
 USE_BDA=0
+USE_REDIS=0
 
 for arg in $@; do
   case $arg in
     -h)
       echo "Usage: $(basename $0) [-a] INSTANCE_ID [...]"
-      echo "   -a: Use baseline dependent averaging threads"
+      echo "  -a : Use baseline dependent averaging threads"
+      echo "  -r : Use redis logging (in addition to log files)"
       exit 0
     ;;
-
     -a)
       USE_BDA=1
       shift
     ;;
+    -r)
+      USE_REDIS=1
+      shift
+    ;;
   esac
 done
 
 if [ -z "$1" ]
 then
   echo "Usage: $(basename $0) [-a] INSTANCE_ID [...]"
-  echo "   -a: Use baseline dependent averaging threads"
+  echo "  -a : Use baseline dependent averaging threads"
+  echo "  -r : Use redis logging (in addition to log files)"
   exit 1
 fi
 

From c7a392987d1255ff8838edc6ca38ebaff0c8287b Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Mon, 7 Oct 2019 22:45:01 +0000
Subject: [PATCH 290/420] Set Nants hashpipe var

---
 src/scripts/hera_catcher_up.py | 16 ++++++++++++----
 1 file changed, 12 insertions(+), 4 deletions(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 44e242c7..d6631b11 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -36,6 +36,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Use the baseline dependent averaging version')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
+parser.add_argument('--redislog', dest='redislog', action='store_true', default=False,
+                    help='Use the redis logger to duplicate log messages on redishost\'s log-channel pubsub stream')
 
 args = parser.parse_args()
 
@@ -48,6 +50,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 init_args = []
 if args.bda:
    init_args += ['-a']
+if args.redislog:
+   init_args += ['-r']
 
 # Start Catcher
 run_on_hosts([args.host], ['cd', '/data;', init] + init_args + ['0'], wait=True)
@@ -65,7 +69,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 # Generate the BDA config file and upload to redis
 if args.bda:
     print 'Create configuration file'
-    p = subprocess.Popen(python_source_cmd + [';'] + bda_config_cmd + ['-c', '-r', '/tmp/bdaconfig.txt'])
+    p = subprocess.Popen(bda_config_cmd + ['-c', '-r', '/tmp/bdaconfig.txt'])
     p.wait()
     #run_on_hosts([args.host], python_source_cmd + [';'] + bda_config_cmd + ['-c','-r', args.bdaconfig], wait=True)
     time.sleep(10)
@@ -98,19 +102,23 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 # If BDA is requested, write distribution to redis
 if args.bda:
    baselines = {}
+   Nants = 0
    for n in range(4):
        baselines[n] = []
 
    bdaconfig = np.loadtxt('/tmp/bdaconfig.txt', dtype=np.int)
-   for i,t in enumerate(bdaconfig[:,2]):
+   for ant0, ant1, t in bdaconfig:
        if (t==0): continue
-       n = int(np.log(t)/np.log(2))
+       n = int(np.log2(t))
        if (n==4): n = 3
-       baselines[n].append((bdaconfig[i,0], bdaconfig[i,1]))
+       baselines[n].append((ant0, ant1))
+       if(ant0 == ant1):
+         Nants += 1
    
    for i in range(4):
        print (i, len(baselines[i]))
        r.publish(pubchan, 'NBL%dSEC=%d'  % (2**(i+1), len(baselines[i])))
+   r.publish(pubchan, 'BDANANT=%d' % Nants)
    
    time.sleep(0.1)
 

From 16374fe9e4f2d4bc3520280e86e4f79ec1e4d55d Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Mon, 7 Oct 2019 22:58:41 +0000
Subject: [PATCH 291/420] change echo statements to reflect the actual threads
 launched

---
 src/scripts/paper_init.sh | 135 +++++++++++++++++++++-----------------
 1 file changed, 75 insertions(+), 60 deletions(-)

diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index f1759379..c37824d4 100644
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -176,19 +176,15 @@ function init() {
 
   echo "Using netthread: $netthread"
 
-  echo taskset $mask \
-  hashpipe -p paper_gpu -I $instance \
-    -o BINDHOST=$bindhost \
-    -o GPUDEV=$gpudev \
-    -o XID=$xid \
-    -c $netcpu $netthread \
-    -m $flfcpu paper_fluff_thread \
-    -c $gpucpu paper_gpu_thread \
-    -c $outcpu hera_gpu_output_thread
 
   if [ $USE_TEST -eq 1 ]
   then
     echo "launching BDA in TEST VECTOR mode"
+    echo taskset $mask \
+    hashpipe -p paper_gpu -I $instance \
+      -c $gpucpu hera_fake_gpu_thread \
+      -c $bdacpu hera_gpu_bda_thread \
+      -c $outcpu hera_bda_output_thread
     taskset $mask \
     hashpipe -p paper_gpu -I $instance \
       -o XID=$xid \
@@ -199,63 +195,54 @@ function init() {
       1> px${mypx}.out.$instance \
       2> px${mypx}.err.$instance &
 
-  elif [ $USE_REDIS -eq 1 ] && [ $USE_BDA -eq 1 ]
+  elif [ $USE_BDA -eq 1 ]
   then
-    echo "Using redis logger"
     echo "Using baseline dependent averaging"
-    { taskset $mask \
-    hashpipe -p paper_gpu -I $instance \
-      -o BINDHOST=$bindhost \
-      -o GPUDEV=$gpudev \
-      -o XID=$xid \
-      -c $netcpu $netthread \
-      -m $flfcpu paper_fluff_thread \
-      -c $gpucpu paper_gpu_thread \
-      -c $bdacpu hera_gpu_bda_thread \
-      -c $outcpu hera_bda_output_thread \
-    < /dev/null 2>&3 1>px${mypx}.out.$instance; } \
-    3>&1 1>&2 | tee px${mypx}.err.$instance | \
-    stdin_to_redis.py -l WARNING > /dev/null &
-
-  elif [ $USE_REDIS -eq 1 ] && [ $USE_BDA -eq 0 ]
-  then
-    echo "Using redis logger"
-    echo "*NOT* using baseline dependent averaging"
-    { taskset $mask \
+    echo taskset $mask \
     hashpipe -p paper_gpu -I $instance \
       -o BINDHOST=$bindhost \
       -o GPUDEV=$gpudev \
       -o XID=$xid \
       -c $netcpu $netthread \
       -m $flfcpu paper_fluff_thread \
-      -c $gpucpu paper_gpu_thread \
-      -c $outcpu hera_gpu_output_thread \
-    < /dev/null 2>&3 1>px${mypx}.out.$instance; } \
-    3>&1 1>&2 | tee px${mypx}.err.$instance | \
-    stdin_to_redis.py -l WARNING > /dev/null &
-
-  elif [ $USE_REDIS -eq 0 ] && [ $USE_BDA -eq 1 ]
-  then
-    echo "*NOT* using redis logger"
-    echo "Using baseline dependent averaging"
-    taskset $mask \
-    hashpipe -p paper_gpu -I $instance \
-      -o BINDHOST=$bindhost \
-      -o GPUDEV=$gpudev \
-      -o XID=$xid \
-      -c $netcpu $netthread \
-      -m $flfcpu paper_fluff_thread \
-      -c $gpucpu paper_gpu_thread \
-      -c $bdacpu hera_gpu_bda_thread \
-      -c $outcpu hera_bda_output_thread \
-       < /dev/null \
-      1> px${mypx}.out.$instance \
-      2> px${mypx}.err.$instance &
+      -c $gpucpu hera_gpu_bda_thread \
+      -c $outcpu hera_bda_output_thread
+    if [ $USE_REDIS -eq 1 ]
+    then
+      echo "Using redis logger"
+      { taskset $mask \
+      hashpipe -p paper_gpu -I $instance \
+        -o BINDHOST=$bindhost \
+        -o GPUDEV=$gpudev \
+        -o XID=$xid \
+        -c $netcpu $netthread \
+        -m $flfcpu paper_fluff_thread \
+        -c $gpucpu paper_gpu_thread \
+        -c $bdacpu hera_gpu_bda_thread \
+        -c $outcpu hera_bda_output_thread \
+      < /dev/null 2>&3 1>px${mypx}.out.$instance; } \
+      3>&1 1>&2 | tee px${mypx}.err.$instance | \
+      stdin_to_redis.py -l WARNING > /dev/null &
+    else
+      echo "*NOT* using redis logger"
+      taskset $mask \
+      hashpipe -p paper_gpu -I $instance \
+        -o BINDHOST=$bindhost \
+        -o GPUDEV=$gpudev \
+        -o XID=$xid \
+        -c $netcpu $netthread \
+        -m $flfcpu paper_fluff_thread \
+        -c $gpucpu paper_gpu_thread \
+        -c $bdacpu hera_gpu_bda_thread \
+        -c $outcpu hera_bda_output_thread \
+         < /dev/null \
+        1> px${mypx}.out.$instance \
+        2> px${mypx}.err.$instance &
+    fi
 
   else
-    echo "*NOT* using redis logger"
-    echo "*NOT* using baseline dependent averaging"
-    taskset $mask \
+    echo "NOT using BDA threads"
+    echo taskset $mask \
     hashpipe -p paper_gpu -I $instance \
       -o BINDHOST=$bindhost \
       -o GPUDEV=$gpudev \
@@ -263,10 +250,38 @@ function init() {
       -c $netcpu $netthread \
       -m $flfcpu paper_fluff_thread \
       -c $gpucpu paper_gpu_thread \
-      -c $outcpu hera_gpu_output_thread \
-       < /dev/null \
-      1> px${mypx}.out.$instance \
-      2> px${mypx}.err.$instance &
+      -c $outcpu hera_gpu_output_thread
+    if [ $USE_REDIS -eq 1 ]
+    then
+      echo "Using redis logger"
+      { taskset $mask \
+      hashpipe -p paper_gpu -I $instance \
+        -o BINDHOST=$bindhost \
+        -o GPUDEV=$gpudev \
+        -o XID=$xid \
+        -c $netcpu $netthread \
+        -m $flfcpu paper_fluff_thread \
+        -c $gpucpu paper_gpu_thread \
+        -c $outcpu hera_gpu_output_thread \
+      < /dev/null 2>&3 1>px${mypx}.out.$instance; } \
+      3>&1 1>&2 | tee px${mypx}.err.$instance | \
+      stdin_to_redis.py -l WARNING > /dev/null &
+    else
+      echo "*NOT* using redis logger"
+      echo "*NOT* using baseline dependent averaging"
+      taskset $mask \
+      hashpipe -p paper_gpu -I $instance \
+        -o BINDHOST=$bindhost \
+        -o GPUDEV=$gpudev \
+        -o XID=$xid \
+        -c $netcpu $netthread \
+        -m $flfcpu paper_fluff_thread \
+        -c $gpucpu paper_gpu_thread \
+        -c $outcpu hera_gpu_output_thread \
+         < /dev/null \
+        1> px${mypx}.out.$instance \
+        2> px${mypx}.err.$instance &
+    fi
   fi
 }
 

From 90b3d645d3ae62ca371b7cf43bbfe211373395ee Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 8 Oct 2019 00:41:53 +0000
Subject: [PATCH 292/420] Verify test file contents

---
 src/tests/check_bda_uvh5_files.py | 162 ++++++++++++++++++++++++++++++
 1 file changed, 162 insertions(+)
 create mode 100644 src/tests/check_bda_uvh5_files.py

diff --git a/src/tests/check_bda_uvh5_files.py b/src/tests/check_bda_uvh5_files.py
new file mode 100644
index 00000000..33bc47e8
--- /dev/null
+++ b/src/tests/check_bda_uvh5_files.py
@@ -0,0 +1,162 @@
+import numpy as np
+import argparse
+from pyuvdata import UVData
+import h5py
+import argparse
+from astropy.time import Time
+import json
+
+N_MAX_INTTIME = 8
+N_BDABUF_BINS = 4
+N_CHAN_TOTAL = 6144
+N_STOKES = 4
+NCHANS = 1536
+N_CHAN_CATCHER = 1536
+INTSPEC = 131072*2
+
+def signed_int(x):
+    """Return two's complement interpretation 
+       for 4bit integers"""
+    if (x&0x8):
+        return (x - 16)
+    else:
+        return x
+
+def gen_tvg_pol(pol, mode='ramp'):    
+    if mode=='ramp':
+        ramp = np.arange(2**13, dtype='>B')
+        tv = ramp + pol
+    if mode=='const':
+        tv = np.zeros(NCHANS*4, dtype='>B')
+        tv = tv + pol
+    tv_imag = np.asarray([signed_int(x) for x in (tv&(0x0f))])
+    tv_real = np.asarray([signed_int(x) for x in (tv>>4)])
+    tv = tv_real + 1j*tv_imag
+
+    return tv
+
+
+parser = argparse.ArgumentParser(description='Check contents of a uvh5 file',
+                                 formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+parser.add_argument('h5fname', type=str, help = 'Path to uvh5 file to test')
+parser.add_argument('-c', dest='config', type=str, default='/tmp/bdaconfig.txt',
+                    help='Path to BDA config file')
+parser.add_argument('-p', '--paper_gpu', action='store_true', default=False,
+                    help ='Test vectors obtained from hashpipe')
+parser.add_argument('-f', '--fengine', action='store_true', default=False,
+                    help ='Test vectors from SNAPs')
+parser.add_argument('--ramp', action='store_true', default=False,
+                    help='Frequency ramp in test vectors')
+args = parser.parse_args()
+
+snap_pol_map = {'e2':0,  'n0':1,
+                'e6':2,  'n4':2,
+                'e10':4, 'n8':5}
+
+# Compute expected baseline pairs from
+# the configuration file
+conf = np.loadtxt(args.config, dtype=np.int)
+bls_per_bin = np.zeros(N_BDABUF_BINS, dtype=np.int)
+
+blpairs = []  # All pairs in config file
+inttime = []
+baselines = []
+for ant0,ant1,t in conf:
+    if (t!=0):
+       baselines.append([(ant0, ant1)]*int(8//t))
+       inttime.append(np.repeat(t*2, int(8//t)))
+       blpairs.append((ant0, ant1))
+       bls_per_bin[int(np.log2(t))] += 1
+baselines = np.concatenate(baselines)
+inttime   = np.asarray(np.concatenate(inttime), dtype=np.float64)
+ant_1_array = np.array([x for (x,y) in baselines])
+ant_2_array = np.array([y for (x,y) in baselines])
+
+
+# Check integration time, ant_1_array and ant_2_array
+fp = h5py.File(args.h5fname,'r')
+header = fp['Header']
+
+print 'Integration time array...'
+assert(np.all(np.equal(header['integration_time'][:], inttime)))
+
+print 'ant_1_array..'
+assert(np.all(np.equal(header['ant_1_array'][:], ant_1_array)))
+
+print 'ant_2_array..'
+assert(np.all(np.equal(header['ant_2_array'][:], ant_2_array)))
+
+print 'Checking deltas in time array..'
+jds = Time(header['time_array'][:], format='jd')
+
+fp.close()
+
+fakereal = 1
+fakeimag = -2j
+int_bin = {}
+
+if (args.paper_gpu) and not (args.ramp):
+   print 'Checking Data for {0:s} mode with {1:s} test vectors'.format('Hashpipe','Constant')
+
+   # Constant
+   for n in range(N_BDABUF_BINS):
+      d = (2**n)*(fakereal + fakeimag)*np.ones([N_CHAN_TOTAL,N_STOKES], dtype=np.int32)
+      int_bin[n] = np.sum(d.reshape(-1,4,4), axis=1)
+
+   if (bls_per_bin[0] != 0):
+      print ('Checking integration 0..')
+      uv = UVData()
+      uv.read(args.h5fname, run_check=False, bls=[(0,0)])
+      # After catcher sum only 384/4. frequency bins come from one x-eng
+      assert(np.all(np.equal(uv.data_array[0,0,:96,:], int_bin[0][:96,:])))
+
+   if (bls_per_bin[1] != 0):
+      print ('Checking one baseline in integration bin 1..')
+      uv.read(args.h5fname, run_check=False, bls=[blpairs[bls_per_bin[0]]])
+      assert(np.all(np.equal(uv.data_array[0, 0, :96, :], int_bin[1][:96, :])))
+
+   if (bls_per_bin[2] != 0):
+      print ('Checking one baseline in integration bin 2..')
+      uv.read(args.h5fname, run_check=False, bls=[blpairs[bls_per_bin[0]+bls_per_bin[1]]])
+      assert(np.all(np.equal(uv.data_array[0, 0, :96, :], int_bin[2][:96, :])))
+
+   if (bls_per_bin[3] != 0):
+      print ('Checking one baseline in integration bin 3..')
+      uv.read(args.h5fname, run_check=False, bls=[blpairs[bls_per_bin[0]+bls_per_bin[1]+bls_per_bin[2]]])
+      assert(np.all(np.equal(uv.data_array[0, 0, :96, :], int_bin[3][:96, :])))
+
+if args.paper_gpu and args.ramp:
+   print 'Checking Data for {0:s} mode with {1:s} test vectors'.format('Hashpipe','Ramp')
+
+   # Ramp
+   for n in range(N_BDABUF_BINS):
+      x = np.reshape(np.repeat(np.arange(N_CHAN_TOTAL, dtype=np.uint8),N_STOKES),[N_CHAN_TOTAL, N_STOKES])
+      int_bin[n] = np.asarray((2**n)*(fakereal + fakeimag)*x, dtype=np.complex64)
+
+if args.fengine:
+   print 'Checking data for SNAPS in test vec mode' 
+
+   cminfo = json.loads(fp['Header']['extra_keywords']['cminfo'].value) 
+   ants = cminfo['antenna_numbers']
+
+   if (bls_per_bin[0] != 0):
+      print ('Checking integration 0..')
+      uv = UVData()
+
+      for idx_a0, a0 in enumerate(ants):
+          for idx_a1, a1 in enumerate(ants[idx_a0:]):
+              loca0 = snap_pol_map[cminfo['correlator_inputs'][idx_a0][0][:2]]
+              loca1 = snap_pol_map[cminfo['correlator_inputs'][idx_a1][0][:2]]
+
+              uv.read(args.h5fname, bls=[(a0, a1)])
+              data = uv.get_data(a0, a1)
+      
+              tspec = gen_tvg_pol(loca0)*np.conj(loca1)
+              tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
+
+              print a1,a2, np.all(tspec == data[0,:,0]//INTSPEC)
+
+              tspec = gen_tvg_pol(snaploc_a1+1)*np.conj(snaploc_a2+1)
+              tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
+
+              print a1,a2, np.all(tspec == data[0,:,1]//INTSPEC)

From 71d5b8323ad79015e36fea3babe00e1f96919d5e Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 8 Oct 2019 00:43:16 +0000
Subject: [PATCH 293/420] Verify non-BDA contents in test vector mode

---
 src/tests/check_xcorr_ordering_uvh5.py | 83 ++++++++++++++++++++++++++
 1 file changed, 83 insertions(+)
 create mode 100644 src/tests/check_xcorr_ordering_uvh5.py

diff --git a/src/tests/check_xcorr_ordering_uvh5.py b/src/tests/check_xcorr_ordering_uvh5.py
new file mode 100644
index 00000000..ef8679e2
--- /dev/null
+++ b/src/tests/check_xcorr_ordering_uvh5.py
@@ -0,0 +1,83 @@
+import numpy as np
+from pyuvdata import UVData
+import argparse
+import h5py
+import pickle
+
+NCHANS = 1536
+INTSPEC = 131072*2
+
+def signed_int(x):
+    """Return two's complement interpretation 
+       for 4bit integers"""
+    if (x&0x8):
+        return (x - 16)
+    else:
+        return x
+
+def gen_tvg_pol(pol, mode='ramp'):    
+    if mode=='ramp':
+        ramp = np.arange(2**13, dtype='>B')
+        tv = ramp + pol
+    if mode=='const':
+        tv = np.zeros(NCHANS*4, dtype='>B')
+        tv = tv + pol
+    tv_imag = np.asarray([signed_int(x) for x in (tv&(0x0f))])
+    tv_real = np.asarray([signed_int(x) for x in (tv>>4)])
+    tv = tv_real + 1j*tv_imag
+
+    return tv
+
+parser = argparse.ArgumentParser(description='Sanity check on uvh5 files in tvg mode')
+parser.add_argument('uvh5_file', type=str, default=None,
+                    help = 'File recorded by hera_catcher')
+parser.add_argument('-d','--check_data',action='store_true',default=False,
+                    help='Check the content of the files')
+args=parser.parse_args()
+
+fp = h5py.File(args.uvh5_file)
+cminfo = pickle.loads(fp['Header']['extra_keywords']['cminfo'].value)
+fp.close()
+
+uvd = UVData()
+uvd.read_uvh5(args.uvh5_file, run_check=False)
+ant_pairs = uvd.get_antpairs()
+
+shape = list(np.shape(uvd.get_data(0,0)))
+zeros_all = np.zeros(shape)
+zeros_pol = np.zeros(shape[0:-1])
+pols = ['xx','yy','xy','yx']
+snap_pol_map = {'e2':0,  'n0':1,
+                'e6':2,  'n4':2,
+                'e10':4, 'n8':5}
+
+ants = []
+for (a1,a2) in ant_pairs:
+    try:
+        if not np.all(uvd.get_data(a1,a2) == zeros_all):
+            ants.append((a1,a2))
+            for i in range(4):
+                if np.all(np.imag(uvd.get_data(a1,a2)[:,:,i]) == zeros_pol):
+                    print pols[i], a1, a2
+    except(KeyError):
+        pass
+
+print 'Unique antennas', list(set([a[0] for a in ants]))
+
+if args.check_data:
+    for a1,a2 in ants:
+        if (a1<350)&(a2<350):
+            idx_a1 = cminfo['antenna_numbers'].index(a1)
+            idx_a2 = cminfo['antenna_numbers'].index(a2)
+            snaploc_a1 = snap_pol_map[cminfo['correlator_inputs'][idx_a1][0][:-11]]
+            snaploc_a2 = snap_pol_map[cminfo['correlator_inputs'][idx_a2][0][:-11]]
+
+            tspec = gen_tvg_pol(snaploc_a1)*np.conj(snaploc_a2)
+            tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
+
+            print a1,a2, np.all(tspec == uvd.get_data(a1,a2)[0,:,0]/INTSPEC)
+
+            tspec = gen_tvg_pol(snaploc_a1+1)*np.conj(snaploc_a2+1)
+            tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
+
+            print a1,a2, np.all(tspec == uvd.get_data(a1,a2)[0,:,1]/INTSPEC)

From 3f0062b87fcf027fda1b894612de096138f3c8c3 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Tue, 8 Oct 2019 18:56:38 -0700
Subject: [PATCH 294/420] Bug fixes ...

... 1. Change the datoffset in output thread
2. Change gpu_bda thread indexing to replicate old gpu_output thread
3. Minor fixes in databuf and fake threads
---
 src/hera_bda_output_thread.c |  8 ++--
 src/hera_fake_gpu_thread.c   | 26 +++++++++++
 src/hera_gpu_bda_thread.c    | 83 +++++++++++++++++-------------------
 src/paper_databuf.h          |  2 +-
 4 files changed, 70 insertions(+), 49 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 3f4a9379..8ffbbd09 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -243,7 +243,7 @@ static void *run(hashpipe_thread_args_t * args)
 
      for(j=0; j<N_BDABUF_BINS; j++){ //intbuf loop
    
-         n_samples = N_MAX_INTTIME/(1<<j);
+         n_samples = N_MAX_INTTIME/(1<<j); // l in offset
          offset = 0;
          clock_gettime(CLOCK_MONOTONIC, &pkt_start);
  
@@ -262,9 +262,9 @@ static void *run(hashpipe_thread_args_t * args)
              for(chan=0; chan<N_CHAN_PER_X; chan+= CHAN_PER_CATCHER_PKT){
 
                pkt.hdr.offset = OFFSET(offset);
-               datoffset = 0;
-               //datoffset = hera_bda_buf_data_offset(n_samples, i, bl, offset);
-               // //memcpy(&pkt.data, &(buf->data[j][datoffset]), OUTPUT_BYTES_PER_PACKET);
+               //datoffset = 0;
+               // hera_bda_buf_data_idx(l,s,b,c,p)
+               datoffset = hera_bda_buf_data_idx(n_samples, i, bl, chan, 0);
                for(p=0; p<OUTPUT_BYTES_PER_PACKET/sizeof(pktdata_t); p++){
                  *p_out++ = CONVERT(buf->data[j][datoffset+p]);
                }
diff --git a/src/hera_fake_gpu_thread.c b/src/hera_fake_gpu_thread.c
index f502dddc..ce384e92 100644
--- a/src/hera_fake_gpu_thread.c
+++ b/src/hera_fake_gpu_thread.c
@@ -77,6 +77,32 @@ static void *fake_gpu_thread_run(hashpipe_thread_args_t * args){
     paper_output_databuf_t *db = (paper_output_databuf_t *)args->obuf;
     hashpipe_status_t st = args->st;
     const char *status_key = args->thread_desc->skey;
+   char config_fname[128] = "";
+
+   // Flag that holds off the net thread
+   int holdoff = 1;
+ 
+   // Force this thread into holdoff until BDACONF is written
+   fprintf(stderr, "Waiting for someone to supply BDACONF\n");
+   hashpipe_status_lock_safe(&st);
+   hputs(st.buf, "BDACONF", "");
+   hputs(st.buf, status_key, "holding");
+   hashpipe_status_unlock_safe(&st);
+ 
+   while(holdoff) {
+     sleep(1);
+     hashpipe_status_lock_safe(&st);
+     hgets(st.buf, "BDACONF", 128, config_fname);
+     if (strlen(config_fname) > 1){
+        holdoff = 0;
+     }
+     if(!holdoff) {
+       // Done holding, so delete the key
+       hputs(st.buf, status_key, "starting");
+     }
+     hashpipe_status_unlock_safe(&st);
+   }
+
 
     /* Main loop */
     int rv;              // store return of buffer status calls
diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index dbd18f96..32da1a7a 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -106,27 +106,14 @@ static off_t regtile_index(const int in0, const int in1)
 // component.  A casper ordered buffer consists of four complex values for each
 // pair of input pairs.  Thus, the number of complex values in a casper ordered
 // buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
-
-// For integration buffers, change the ordering to baselines x channels x stokes
-// to make it easier to send the packets after integration.
-
-/*  Each baseline (i.e, ant pair) needs a unique index for encoding the  
- *  baseline both while packetization and while building the integration
- *  buffers. The baseline index function below is an adaption of the 
- *  CASPER index without accounting for the size of each cell or the 
- *  stokes parameters.
- */ 
-
-/*  The integration buffer location for each baseline is obtained by  
- *  multiplying the baseline_index with:
- *  (words_per_cell = 8) * (num_chan_per_x = 384)
- *  Pol offset = 2* (2*(p0^p1) + p0)
- */
-static int baseline_index(const int in0, const int in1, const int n)
-{ 
-  const int a0 = in0 >> 1; 
+static off_t casper_index(const int in0, const int in1, const int n)
+{
+  const int a0 = in0 >> 1;
   const int a1 = in1 >> 1;
+  const int p0 = in0 & 1;
+  const int p1 = in1 & 1;
   const int delta = a1-a0;
+  const int num_words_per_cell = 8;
   const int nant_2 = (n/2) / 2;
 
   // Three cases: top triangle, middle rectangle, bottom triangle
@@ -145,32 +132,39 @@ static int baseline_index(const int in0, const int in1, const int n)
     // middle rectangle
     cell_index = middle_rect_offset + (a1-nant_2)*(nant_2+1) + (nant_2-delta);
   }
-
-  return cell_index;
+  //printf("%s: a0=%d, a1=%d, delta=%d, cell_index=%d\n", __FUNCTION__, a0, a1, delta, cell_index);
+  // Pol offset
+  const int pol_offset = 2*(2*(p0^p1) + p0);
+  // Word index (in units of words (i.e. floats) of real component
+  const int index = (cell_index * num_words_per_cell) + pol_offset;
+  return index;
 }
-  
-// Redefine casper ordering to place channels next to each other (since 
-// buffers are packetized this way. Thus, the number of complex values 
-// per baselines are: 4 stokes * N_CHAN_PER_X 
-// Total buffersize: 4 * N_CHAN_PER_X * (N/2 * (N/2 + 1)) / 2
-#define N_CASPER_COMPLEX_PER_BASELINE  (N_STOKES * N_CHAN_PER_X)
+
+// For each channel, a casper ordered buffer contains four complex values for
+// each pair of input pairs.  Thus, the number of complex values in a casper
+// ordered buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
+#define N_CASPER_COMPLEX_PER_CHAN (N_INPUTS * (N_INPUTS/2 + 1))
 
 // Lookup table mapping baseline_idx to regtile_idx
-static off_t *regtile_idx_map;
+static off_t *idx_map;
 
 static int init_idx_map()
 {
-  int a0, a1;
-  regtile_idx_map = (off_t *)malloc(N_BASELINES * sizeof(off_t));
-  if(!regtile_idx_map) {
+  int a0, a1, p0, p1, i, j;
+  idx_map = malloc(N_CASPER_COMPLEX_PER_CHAN * sizeof(off_t));
+  if(!idx_map) {
     return -1;
   }
 
-  for(a0=0; a0<N_INPUTS/2; a0++) {
-    for(a1 = a0; a1<N_INPUTS/2; a1++) {
-      //fprintf(stderr, "(%d,%d) Baseline idx: %d Regtile index:%lld \n",
-      //        a0,a1,baseline_index(2*a0, 2*a1, N_INPUTS), regtile_index(2*a0, 2*a1));
-      regtile_idx_map[baseline_index(2*a0, 2*a1, N_INPUTS)] = regtile_index(2*a0, 2*a1);
+  for(a1=0; a1<N_INPUTS/2; a1++) {
+    for(a0=0; a0<=a1; a0++) {
+      for(p0=0; p0<2; p0++) {
+        for(p1=0; p1<2; p1++) {
+          i = 2*a0 + p0;
+          j = 2*a1 + p1;
+          idx_map[casper_index(i,j,N_INPUTS)/2] = regtile_index(i,j);
+        }
+      }
     }
   }
   return 0;
@@ -413,14 +407,15 @@ static void *run(hashpipe_thread_args_t * args)
          //fprintf(stderr,"Bin:%d, 2**j:%d\n",j,(1<<j));
          ant0 = buf->header[j].ant_pair_0[bl]; 
          ant1 = buf->header[j].ant_pair_1[bl];
-         idx_baseline = baseline_index(2*ant0, 2*ant1, N_INPUTS); 
-         idx_regtile = regtile_idx_map[idx_baseline];
- 
-         for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
-           gpu_chan = casper_chan;
-           for(pol=0; pol<N_STOKES; pol++){
-             re = pf_re[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
-             im = pf_im[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile+pol];
+         idx_baseline = casper_index(2*ant0, 2*ant1, N_INPUTS); 
+
+         for(pol=0; pol<N_STOKES; pol++){
+           idx_regtile = idx_map[idx_baseline/2 + pol]; 
+
+           for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++){
+             gpu_chan = casper_chan;
+             re = pf_re[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile];
+             im = pf_im[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile];
              datoffset = hera_bda_buf_data_idx(N_MAX_INTTIME/(1<<j), sample_loc, bl, gpu_chan, pol);
              buf->data[j][datoffset] += re;
              buf->data[j][datoffset+1] += -im;
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 1342afbd..05da36c4 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -284,7 +284,7 @@ typedef uint8_t hera_bda_header_cache_alignment[
 typedef struct hera_bda_block{
   hera_bda_header_t header[N_BDABUF_BINS];
   hera_bda_header_cache_alignment padding;
-  uint32_t *data[N_BDABUF_BINS];
+  int32_t *data[N_BDABUF_BINS];
 } hera_bda_block_t;
 
 typedef struct hera_bda_databuf{

From f8373da6acbb6688082d810aa7126790be05a9d1 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Tue, 8 Oct 2019 18:58:38 -0700
Subject: [PATCH 295/420] Add SNAP Vec mode of testing

---
 src/scripts/hera_check_catcher_bda.py | 103 +++++++++++++++++++-------
 1 file changed, 75 insertions(+), 28 deletions(-)

diff --git a/src/scripts/hera_check_catcher_bda.py b/src/scripts/hera_check_catcher_bda.py
index d04b908f..8c48e2a2 100644
--- a/src/scripts/hera_check_catcher_bda.py
+++ b/src/scripts/hera_check_catcher_bda.py
@@ -6,14 +6,49 @@
 import socket
 import argparse 
 
-Nbins = 5               # number of diff integration bins
-Na = 192                # antennas
-N_bl_per_block = 16384  # baselines within each block
+N_ANTS_DATA = 192       # antennas
+N_bl_per_block = 256    # baselines within each block
+N_MAX_INTTIME = 8
+N_BDABUF_BINS = 4
+N_CHAN_TOTAL = 6144
+N_STOKES = 4
+NCHANS = 1536
+N_CHAN_CATCHER = 1536
+INTSPEC = 131072
+
+def signed_int(x):
+    """Return two's complement interpretation 
+       for 4bit integers"""
+    if (x&0x8):
+        return (x - 16)
+    else:
+        return x
+
+def gen_tvg_pol(pol, mode='ramp'):    
+    if mode=='ramp':
+        ramp = np.arange(2**13, dtype='>B')
+        tv = ramp + pol
+    if mode=='const':
+        tv = np.zeros(NCHANS*4, dtype='>B')
+        tv = tv + pol
+    tv_imag = np.asarray([signed_int(x) for x in (tv&(0x0f))])
+    tv_real = np.asarray([signed_int(x) for x in (tv>>4)])
+    tv = tv_real + 1j*tv_imag
+
+    return tv
+
+def decode_packet(packet):
+   # mcnt, bcnt, offset, ant0, ant1, xeng_id, payload_len
+   p = struct.unpack('>1Q2I4H1024i', packet)
+   time, bcnt, offset, ant0, ant1, xeng_id, payload_len = p[0:7]
+   data = np.asarray(p[7:])
+   return time, bcnt, offset, ant0, ant1, xeng_id, payload_len, data
+
 
 parser = argparse.ArgumentParser(description='Test packet format and contents for BDA',
                                  formatter_class=argparse.ArgumentDefaultsHelpFormatter)
 
-parser.add_argument('--host', type=str, default="127.0.0.1",
+parser.add_argument('--host', type=str, default="10.10.10.222",
                      help='Host to capture data')
 parser.add_argument('-p', dest='port', type=int, default=10000,
                      help='Host port to receive data')
@@ -23,15 +58,16 @@
                      help='Print some contents of each packet')
 parser.add_argument('-c', dest='check', action='store_true', default=False,
                      help='Check the packet contents')
+parser.add_argument('--config', dest='bdaconfig', type=str, default='/tmp/bdaconfig.txt',
+                     help='BDA config file')
+parser.add_argument('--snap', action='store_true', default=False,
+                     help='Set if the test vectors are coming from SNAPs')
 
 args = parser.parse_args()
 
-# mcnt, bcnt, offset, ant0, ant1, xeng_id, payload_len
-def decode_packet(packet):
-   p = struct.unpack('>1Q2I4H1024i', packet)
-   time, bcnt, offset, ant0, ant1, xeng_id, payload_len = p[0:7]
-   data = np.asarray(p[7:])
-   return time, bcnt, offset, ant0, ant1, xeng_id, payload_len, data
+snap_pol_map = {'e2':0,  'n0':1,
+                'e6':2,  'n4':2,
+                'e10':4, 'n8':5}
 
 int_bin = {}
 int_bin['baselines'] = {}
@@ -40,25 +76,22 @@ def decode_packet(packet):
 fakereal = 1
 fakeimag = 2
 
-for n in range(Nbins):
+for n in range(N_BDABUF_BINS):
     int_bin['baselines'][n] = []
 
     # Ramp
-    int_bin['data'][n] = (2**n)*np.repeat((np.arange(128)+fakereal),8)
-    int_bin['data'][n][1::2] = -1*(2**n) * np.repeat((np.arange(128)+fakeimag),4)
+    int_bin['data'][n] = (2**n)*np.repeat((np.arange(384)+fakereal),8)
+    int_bin['data'][n][1::2] = -1*(2**n) * np.repeat((np.arange(384)+fakeimag),4)
 
     # Const
     #int_bin['data'][n] = (2**n)*np.ones(1024)
     #int_bin['data'][n][1::2] = -2*(2**n)
 
-bdaconfig = np.loadtxt('../bda_config_192ants_nobda.txt', dtype=np.int)
-for i,t in enumerate(bdaconfig[:,2]):
-    if t==0: continue
-    n = int(np.log(t)/np.log(2))
-    int_bin['baselines'][n].append((bdaconfig[i,0], bdaconfig[i,1]))
-#for a in range(Na):
-#    int_bin['baselines'][0].append((a,a))
-
+conf = np.loadtxt(args.bdaconfig, dtype=np.int)
+for a0,a1,t in conf:
+    if (t!=0):
+        n = int(np.log2(t))
+        int_bin['baselines'][n].append((a0, a1))
 
 sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
 sock.bind((args.host, args.port))
@@ -71,15 +104,29 @@ def decode_packet(packet):
         pkt, addr = sock.recvfrom(4120) # buffer size is 1024 bytes
         packets += 1
         t,b,o,a0,a1,x,l,data = decode_packet(pkt)
-        if args.verbose:
-           print "{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//16384, b%16384, o, a0, a1, x), data[:8]
+        if args.verbose and args.snap:
+           print "{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//N_bl_per_block, b%N_bl_per_block, o, a0, a1, x), data[:8]//INTSPEC
+        elif args.verbose:
+           print "{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//N_bl_per_block, b%N_bl_per_block, o, a0, a1, x), data[:8]
+
         if args.check:
-           if (a0 > Na or a1 > Na): 
+           if (a0 > N_ANTS_DATA or a1 > N_ANTS_DATA): 
               print "Error! Received wrong antenna!"
-           n = [y for y,v in int_bin['baselines'].items() if (a0,a1) in v][0]
-           if not (np.all(data == int_bin['data'][n])):
-              print "Error!", int_bin['data'][n][:32:8], o, n, data[:32:8]
-              errors += 1
+           if args.snap:
+              # Test data from snap
+              if (a0 == 0) and (a1 == 1):
+                 tspec = gen_tvg_pol(a0*2)*np.conj(gen_tvg_pol(a1*2))
+                 data = data.reshape(128,4,2)//INTSPEC
+                 if (a0 == a1):
+                    print a0, a1, o, np.all(tspec.real[o*128:(o+1)*128] == data[:,0,0])
+                 else:
+                    print a0, a1, o, np.all(tspec.real[o*128:(o+1)*128] == data[:,0,0]//4)
+       
+           else:
+              n = [y for y,v in int_bin['baselines'].items() if (a0,a1) in v][0]
+              if not (np.all(data == int_bin['data'][n][o*1024:(o+1)*1024])):
+                 print "Error!", int_bin['data'][n][:32:8], o, n, data[:32:8]
+                 errors += 1
     except(KeyboardInterrupt):
        print("")
        print("Total number of packets captured: %d"%packets)

From 0b572662de9f831446574a85cef433de437195ba Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 9 Oct 2019 02:14:27 +0000
Subject: [PATCH 296/420] sync_time is uint64

---
 src/hera_catcher_disk_thread_bda.c | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 00af5f0e..fa573649 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -477,7 +477,7 @@ static void get_integration_time(hdf5_id_t *id, double *integration_time_buf) {
 /*
 Turn an mcnt into a UNIX time in double-precision.
 */
-static double mcnt2time(uint64_t mcnt, uint32_t sync_time_ms)
+static double mcnt2time(uint64_t mcnt, uint64_t sync_time_ms)
 {
     return (sync_time_ms / 1000.) + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
 }
@@ -491,7 +491,7 @@ static double unix2julian(double unixtime)
 }
 */
 
-static double compute_jd_from_mcnt(uint64_t mcnt, uint32_t sync_time_ms, double integration_time)
+static double compute_jd_from_mcnt(uint64_t mcnt, uint64_t sync_time_ms, double integration_time)
 {
    double unix_time = (sync_time_ms / 1000.) + (mcnt * (2L * N_CHAN_TOTAL_GENERATED / (double)FENG_SAMPLE_RATE));
    unix_time = unix_time - integration_time/2;
@@ -680,7 +680,7 @@ static void *run(hashpipe_thread_args_t * args)
     char hdf5_fname[128];
 
     // Variables for sync time and computed gps time / JD
-    uint32_t sync_time_ms = 0;
+    uint64_t sync_time_ms = 0;
     double gps_time;
     double julian_time;
 
@@ -808,7 +808,7 @@ static void *run(hashpipe_thread_args_t * args)
         hgets(st.buf, "HDF5TPLT", 128, template_fname);
 
         // Get time that F-engines were last sync'd
-        hgetu4(st.buf, "SYNCTIME", &sync_time_ms);
+        hgetu8(st.buf, "SYNCTIME", &sync_time_ms);
 
         // Get the integration time reported by the correlator
         hgetu4(st.buf, "INTTIME", &acc_len);
@@ -1041,7 +1041,7 @@ static void *run(hashpipe_thread_args_t * args)
                  file_cnt += 1;
 
                  hashpipe_status_lock_safe(&st);
-                 hputr8(st.buf, "FILESEC", (float)file_duration);
+                 hputr4(st.buf, "FILESEC", file_duration);
                  hputi8(st.buf, "NDONEFIL", file_cnt);
                  hashpipe_status_unlock_safe(&st); 
 

From 9b846a2400814a6150e74e7f8c027547ce76cd9b Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sat, 12 Oct 2019 02:23:35 +0000
Subject: [PATCH 297/420] Increase packet delay to make data less bursty

---
 src/hera_bda_output_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 8ffbbd09..1aa6b453 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -71,7 +71,7 @@ typedef struct struct_pkt {
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (8 * OUTPUT_BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (8 * 8 * OUTPUT_BYTES_PER_PACKET)
 
 // Open and connect a UDP socket to the given host and port.  Note that port is
 // a string and can be a stringified integer (e.g. "7148") or a service name

From 5d12d0b4f78ef1cdec865b9575ce166590de7f03 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sat, 12 Oct 2019 02:26:00 +0000
Subject: [PATCH 298/420] add logic to sync between xengs

---
 src/hera_gpu_bda_thread.c | 94 +++++++++++++++++++++++++++++++++------
 src/scripts/hera_ctl.py   | 10 ++++-
 2 files changed, 89 insertions(+), 15 deletions(-)

diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index 32da1a7a..04b44429 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -33,8 +33,8 @@
 
 typedef struct {
     uint32_t baselines;
-    int *ant_pair_0;
-    int *ant_pair_1;
+    uint16_t *ant_pair_0;
+    uint16_t *ant_pair_1;
 } bda_info_t;
 
 static XGPUInfo xgpu_info;
@@ -170,6 +170,11 @@ static int init_idx_map()
   return 0;
 }
 
+static uint64_t get_sample_from_mcnt(uint64_t curr_mcnt, uint64_t start_bda_mcnt, 
+                                     int int_count){
+   return (curr_mcnt - start_bda_mcnt) % (TIME_DEMUX * int_count);
+}
+
 static int init_bda_info(bda_info_t *binfo, char *config_fname){
    FILE *fp;
    int j, a0, a1, inttime, bin;
@@ -199,8 +204,8 @@ static int init_bda_info(bda_info_t *binfo, char *config_fname){
 
    // malloc for storing ant pairs
    for(j=0; j<N_BDABUF_BINS; j++){
-     binfo[j].ant_pair_0 = (int *)malloc(binfo[j].baselines * sizeof(int));
-     binfo[j].ant_pair_1 = (int *)malloc(binfo[j].baselines * sizeof(int));
+     binfo[j].ant_pair_0 = (uint16_t *)malloc(binfo[j].baselines * sizeof(uint16_t));
+     binfo[j].ant_pair_1 = (uint16_t *)malloc(binfo[j].baselines * sizeof(uint16_t));
    }
    rewind(fp); //re-read antpairs to store them
    while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
@@ -300,8 +305,8 @@ static void *run(hashpipe_thread_args_t * args)
    for(blk_id=0; blk_id < odb->header.n_block; blk_id++){
      for(j=0; j<N_BDABUF_BINS; j++){
        buf = &(odb->block[blk_id]);
-       buf->header[j].ant_pair_0 = (int *) malloc(binfo[j].baselines * sizeof(int));
-       buf->header[j].ant_pair_1 = (int *) malloc(binfo[j].baselines * sizeof(int));
+       buf->header[j].ant_pair_0 = (uint16_t *) malloc(binfo[j].baselines * sizeof(uint16_t));
+       buf->header[j].ant_pair_1 = (uint16_t *) malloc(binfo[j].baselines * sizeof(uint16_t));
      }
      
      init_bda_block_header(buf);
@@ -330,7 +335,10 @@ static void *run(hashpipe_thread_args_t * args)
    unsigned long long idx_baseline; 
    off_t idx_regtile;
    int32_t re, im;    //pktdata_t is 32bits
-   static uint64_t sample = 0;
+   char integ_status[17];
+   int int_count; // number of mcnts integrated in GPU
+   uint64_t start_bda_mcount; // mcount to start BD integration 
+   uint64_t sample = 0;
    uint16_t sample_loc;
 
    for(j=0; j<N_BDABUF_BINS;j++)
@@ -344,8 +352,14 @@ static void *run(hashpipe_thread_args_t * args)
 
    while (run_threads()) {
 
+     // Note waiting status,
+     // query integrating status
+     // and, if armed, start count
      hashpipe_status_lock_safe(&st);
      hputs(st.buf, status_key, "waiting");
+     hgets(st.buf,  "INTSTAT", 16, integ_status);
+     hgeti8(st.buf, "INTSYNC", (long int *)&start_bda_mcount);
+     hgeti4(st.buf, "INTCOUNT", &int_count);
      hashpipe_status_unlock_safe(&st);
 
      // Wait for new block to be filled
@@ -363,6 +377,60 @@ static void *run(hashpipe_thread_args_t * args)
        }
      }
 
+     // Got a new block. Decide what to do with it.
+     hashpipe_status_lock_safe(&st);
+     hputi4(st.buf, "BDABLKIN", curblock_in);
+     hputu8(st.buf, "BDAMCNT", idb->block[curblock_in].header.mcnt);
+     hashpipe_status_unlock_safe(&st);
+
+     // If the GPU integration status is off, you 
+     // can skip BDA as well. Do something only if
+     // the status is start.
+     if(!strcmp(integ_status, "off")) {
+         // Mark input block as free and advance
+         hashpipe_databuf_set_free((hashpipe_databuf_t *)idb, curblock_in);
+         curblock_in = (curblock_in + 1) % idb->header.n_block;
+         // Skip to next input buffer
+         continue;
+     }
+     
+     if(!strcmp(integ_status, "start")) {
+        fprintf(stderr,"Waiting for mcnt: %ld\n", start_bda_mcount);
+        fprintf(stderr,"mcnt now: %ld\n", idb->block[curblock_in].header.mcnt);
+        
+
+        //// If mcount < start_bda_mcount (i.e. not there yet)
+        //if(idb->block[curblock_in].header.mcnt < start_bda_mcount) {
+        //  // Drop input buffer
+        //  // Mark input block as free and advance
+        //  hashpipe_databuf_set_free((hashpipe_databuf_t *)idb, curblock_in);
+        //  curblock_in = (curblock_in + 1) % idb->header.n_block;
+        //  // Skip to next input buffer
+        //  continue;
+        //// Else if mcount == start_bda_mcount (time to start)
+        //} else if(idb->block[curblock_in].header.mcnt == start_bda_mcount) {
+        //  // Set integration status to "on"
+        //  // Read integration count (INTCOUNT)
+        //  fprintf(stdout, "--- BDA integration on ---\n");
+        //  strcpy(integ_status, "on");
+        //  hashpipe_status_lock_safe(&st);
+        //  hgeti4(st.buf, "INTCOUNT", &int_count);
+        //  hashpipe_status_unlock_safe(&st);
+        //// Else (missed starting mcount)
+        //} else {
+        //  // Missed start of integration, can't got back in time.
+        //  fprintf(stderr, "--- mcnt=%06lx > start_bda_mcnt=%06lx ---\n",
+        //      idb->block[curblock_in].header.mcnt, start_bda_mcount);
+        //  //pthread_exit(NULL);
+        //}
+     }
+
+     // If integ_status is "stop" or "on"
+     clock_gettime(CLOCK_MONOTONIC, &start);
+
+     sample = get_sample_from_mcnt(idb->block[curblock_in].header.mcnt, 
+                                   start_bda_mcount, int_count);
+
      if (sample%N_MAX_INTTIME == 0){
         // Wait for new output block to be free
         while ((rv=hera_bda_databuf_wait_free(odb, curblock_out)) != HASHPIPE_OK) {
@@ -379,25 +447,26 @@ static void *run(hashpipe_thread_args_t * args)
         }
         // Init header of newly acquired block
         init_bda_block_header(&(odb->block[curblock_out]));
-        for(j=0; j<N_BDABUF_BINS; j++) 
+        for(j=0; j<N_BDABUF_BINS; j++){ 
           memset(odb->block[curblock_out].data[j], 0, odb->block[curblock_out].header[j].datsize);
+        }
      }
 
-     clock_gettime(CLOCK_MONOTONIC, &start);
-
      // Note processing status, current input block
      hashpipe_status_lock_safe(&st);
      hputs(st.buf, status_key, "processing");
      hputi4(st.buf, "BDABLKIN", curblock_in);
      hputi4(st.buf, "BDABLKOUT", curblock_out);
+     hputu4(st.buf, "BDASAMP", sample);
      hashpipe_status_unlock_safe(&st);
      
+
      /* Perform the baseline dependent averaging  */
 
      buf = &(odb->block[curblock_out]); 
      int32_t *pf_re  = idb->block[curblock_in].data;
      int32_t *pf_im  = idb->block[curblock_in].data + xgpu_info.matLength;
-     
+      
      for(j=0; j<N_BDABUF_BINS; j++){ //intbuf loop
 
        sample_loc = (sample/(1<<j))%(N_MAX_INTTIME/(1<<j));
@@ -425,12 +494,9 @@ static void *run(hashpipe_thread_args_t * args)
     
      } // intbuf
 
-     sample++; 
-
      clock_gettime(CLOCK_MONOTONIC, &stop);
 
      hashpipe_status_lock_safe(&st);
-     hputu4(st.buf, "BDASAMP", sample);
      hputr4(st.buf, "BDASECS", (float)ELAPSED_NS(start,stop)/1e9);
      hputr4(st.buf, "BDAMBPS", (float)(total_baselines*N_CHAN_PER_X*N_STOKES*8*1e3)/ELAPSED_NS(start,stop));
      hashpipe_status_unlock_safe(&st);
diff --git a/src/scripts/hera_ctl.py b/src/scripts/hera_ctl.py
index ee2d7429..6ad47652 100644
--- a/src/scripts/hera_ctl.py
+++ b/src/scripts/hera_ctl.py
@@ -6,6 +6,7 @@
 
 MCNT_STEP_SIZE = 2
 MCNT_XGPU_BLOCK_SIZE = 2048
+INTCOUNT = 131072  #number of spectra per integration
 
 def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     """
@@ -51,6 +52,7 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
 
 if args.action == 'stop':
     rdb.publish("hashpipe:///set", 'INTSTAT=stop')
+    rdb.publish("hashpipe:///set", 'IBDASTAT=stop')
 
 if args.action == 'start':
     # Calculate start MCNT
@@ -75,12 +77,18 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     print 'Requested accumulation length: %d' % args.acclen
     print 'Actual accumulation length: %d' % acclen
 
+    # Compute the middle mcount on which BDA should start
+    last_mcount = trig_mcnt + args.slices*(acclen - MCNT_XGPU_BLOCK_SIZE)
+    bda_mcount = (last_mcount + trig_mcnt + args.slices*MCNT_XGPU_BLOCK_SIZE) // 2
+
+    print 'Starting BDA on mcnt: %d' % bda_mcount
+
     # Use the hashpipe publish channel to update keys in all status buffers.
     # See the docstring at https://github.com/david-macmahon/rb-hashpipe/blob/master/bin/hashpipe_redis_gateway.rb
     # for details about formatting
     
     for slice in range(args.slices):
-        msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt + slice*MCNT_STEP_SIZE, acclen)
+        msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0\nIBDASTRT=%d' % (trig_mcnt + slice*MCNT_STEP_SIZE, acclen, bda_mcount)
         for host in range(args.xhosts):
             hostname = 'px%d' % (slice * args.xhosts + host + 1)
             rdb.publish('hashpipe://%s/0/set' % hostname, msg)

From 4550ab21063fa5e4bbe0fea33432215fed8b69e2 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sat, 12 Oct 2019 02:26:43 +0000
Subject: [PATCH 299/420] typo fix

---
 src/scripts/xtor_up.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 2731fc1c..a6b089ac 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -53,7 +53,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 args = parser.parse_args()
 hosts = args.hosts # Too lazy to keey typing this
 nhosts = len(hosts)
-nhosts_per_timeslice = nhosts * args.timeslices
+nhosts_per_timeslice = nhosts / args.timeslices
 
 assert args.ninstances == 2, 'Sorry, anything other than ninstances=2 is not supported!'
 

From 980c18e59ad8e3f43299746f51db27e949deee43 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sat, 12 Oct 2019 02:29:25 +0000
Subject: [PATCH 300/420] change ant array type for consistency across threads

---
 src/paper_databuf.h | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 05da36c4..83ecaf24 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -273,8 +273,8 @@ typedef struct hera_bda_header{
   uint64_t datsize;               // size of buffer (from no. baselines)
   int sample;
   uint64_t baselines;
-  int *ant_pair_0;
-  int *ant_pair_1; 
+  uint16_t *ant_pair_0;
+  uint16_t *ant_pair_1; 
 } hera_bda_header_t;
 
 typedef uint8_t hera_bda_header_cache_alignment[

From b266f6c41225229e824b5988d130f518cf5b15cd Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sat, 12 Oct 2019 02:31:29 +0000
Subject: [PATCH 301/420] HERA ant numbers...

... include a correlator numbers to HERA antenna numbers
map in the template file to change mapping for the final uvh5 files.
---
 src/hera_catcher_disk_thread_bda.c    | 83 +++++++++++----------------
 src/scripts/hera_create_bda_config.py |  2 +-
 2 files changed, 34 insertions(+), 51 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index fa573649..5373c574 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -405,48 +405,29 @@ static void close_filespaces(hdf5_id_t *id)
     H5Sclose(id->ant_2_array_fs);
 }
 
-
-///* Read the baseline order from an HDF5 file via the Header/corr_bl_order dataset */
-//static void get_bl_order(hdf5_id_t *id, bl_t *bl_order) {
-//    hid_t dataset_id;
-//    herr_t status;
-//    dataset_id = H5Dopen(id->header_gid, "corr_bl_order", H5P_DEFAULT);
-//    if (dataset_id < 0) {
-//        hashpipe_error(__FUNCTION__, "Failed to open Header/corr_bl_order dataset");
-//        pthread_exit(NULL);
-//    }
-//    status = H5Dread(dataset_id, H5T_STD_I32LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, bl_order);
-//    if (status < 0) {
-//        hashpipe_error(__FUNCTION__, "Failed to read Header/corr_bl_order dataset");
-//        pthread_exit(NULL);
-//    }
-//    status = H5Dclose(dataset_id);
-//    if (status < 0) {
-//        hashpipe_error(__FUNCTION__, "Failed to close Header/corr_bl_order dataset");
-//        pthread_exit(NULL);
-//    }
-//}
-
-///* Read the antenna positions from an HDF5 file via the Header/antenna_positions_enu dataset */
-//static void get_ant_pos(hdf5_id_t *id, enu_t *ant_pos) {
-//    hid_t dataset_id;
-//    herr_t status;
-//    dataset_id = H5Dopen(id->header_gid, "antenna_positions_enu", H5P_DEFAULT);
-//    if (dataset_id < 0) {
-//        hashpipe_error(__FUNCTION__, "Failed to open Header/antenna_positions_enu dataset");
-//        pthread_exit(NULL);
-//    }
-//    status = H5Dread(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, ant_pos);
-//    if (status < 0) {
-//        hashpipe_error(__FUNCTION__, "Failed to read Header/antenna_positions_enu dataset");
-//        pthread_exit(NULL);
-//    }
-//    status = H5Dclose(dataset_id);
-//    if (status < 0) {
-//        hashpipe_error(__FUNCTION__, "Failed to close Header/antenna_positions_enu dataset");
-//        pthread_exit(NULL);
-//    }
-//}
+// The data in the files should be indexed in real antennas numbers, not 
+// in correlator numbers. Get the corr_to_hera map from header to get right labelling.
+/* Read the correlator to hera_antennas map from an HDF5 file via the 
+   Header/corr_to_hera_map dataset */
+static void get_corr_to_hera_map(hdf5_id_t *id, int *corr_to_hera_map) {
+    hid_t dataset_id;
+    herr_t status;
+    dataset_id = H5Dopen(id->header_gid, "corr_to_hera_map", H5P_DEFAULT);
+    if (dataset_id < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to open Header/corr_to_hera_map dataset");
+        pthread_exit(NULL);
+    }
+    status = H5Dread(dataset_id, H5T_STD_I32LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, corr_to_hera_map);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to read Header/corr_to_hera_map dataset");
+        pthread_exit(NULL);
+    }
+    status = H5Dclose(dataset_id);
+    if (status < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close Header/corr_to_hera_map dataset");
+        pthread_exit(NULL);
+    }
+}
 
 
 /* Get the integration time for each baseline from header (set by config file) */
@@ -692,6 +673,7 @@ static void *run(hashpipe_thread_args_t * args)
     char tag[128];
     uint64_t baseline_dist[N_BDABUF_BINS];
     uint64_t Nants;
+    int corr_to_hera_map[N_ANTS];
 
     // Init status variables
     hashpipe_status_lock_safe(&st);
@@ -942,8 +924,8 @@ static void *run(hashpipe_thread_args_t * args)
                 clock_gettime(CLOCK_MONOTONIC, &w_stop);
 
                 for(b=0; b< N_BL_PER_WRITE; b++){
-                   ant_0_array[file_offset+b]    = (int)header.ant_pair_0[bctr+b];
-                   ant_1_array[file_offset+b]    = (int)header.ant_pair_1[bctr+b];
+                   ant_0_array[file_offset+b]    = corr_to_hera_map[header.ant_pair_0[bctr+b]];
+                   ant_1_array[file_offset+b]    = corr_to_hera_map[header.ant_pair_1[bctr+b]];
 
                    time_array_buf[file_offset+b] = compute_jd_from_mcnt(header.mcnt[bctr+b], sync_time_ms,  
                                                    integration_time_buf[file_offset+b]);
@@ -1003,8 +985,8 @@ static void *run(hashpipe_thread_args_t * args)
                     clock_gettime(CLOCK_MONOTONIC, &w_stop);
 
                     for(b=0; b< nbls; b++){
-                       ant_0_array[file_offset+b]    = (int)header.ant_pair_0[bctr+b];
-                       ant_1_array[file_offset+b]    = (int)header.ant_pair_1[bctr+b];
+                       ant_0_array[file_offset+b]    = corr_to_hera_map[header.ant_pair_0[bctr+b]];
+                       ant_1_array[file_offset+b]    = corr_to_hera_map[header.ant_pair_1[bctr+b]];
                        time_array_buf[file_offset+b] = compute_jd_from_mcnt(header.mcnt[bctr+b], sync_time_ms, 
                                                        integration_time_buf[file_offset+b]);
                     }
@@ -1091,7 +1073,7 @@ static void *run(hashpipe_thread_args_t * args)
              // Get the antenna positions and baseline orders
              // These are needed for populating the ant_[1|2]_array and uvw_array
              //get_ant_pos(&sum_file, ant_pos);
-             //get_bl_order(&sum_file, bl_order);
+             get_corr_to_hera_map(&sum_file, corr_to_hera_map);
              get_integration_time(&sum_file, integration_time_buf);
        
              // Copy data to the right location
@@ -1112,8 +1094,8 @@ static void *run(hashpipe_thread_args_t * args)
                 file_offset = break_bcnt - curr_file_bcnt;
 
                 for(b=0; b< nbls; b++){
-                   ant_0_array[file_offset+b]    = (int)header.ant_pair_0[block_offset+b];
-                   ant_1_array[file_offset+b]    = (int)header.ant_pair_1[block_offset+b];
+                   ant_0_array[file_offset+b]    = corr_to_hera_map[header.ant_pair_0[block_offset+b]];
+                   ant_1_array[file_offset+b]    = corr_to_hera_map[header.ant_pair_1[block_offset+b]];
                    time_array_buf[file_offset+b] = compute_jd_from_mcnt(header.mcnt[block_offset+b], sync_time_ms, 
                                                    integration_time_buf[file_offset+b]);
                 }
@@ -1168,7 +1150,8 @@ static void *run(hashpipe_thread_args_t * args)
         }
 
         for (bctr=0; bctr < BASELINES_PER_BLOCK; bctr++){
-            ant = header.ant_pair_0[bctr];
+            // Autocorr blocks are indexed by antennas numbers (not corr numbers)
+            ant = corr_to_hera_map[header.ant_pair_0[bctr]];
             if((header.ant_pair_0[bctr] == header.ant_pair_1[bctr]) && (db_out->block[curblock_out].header.ant[ant]==0)){
                offset_in = hera_catcher_bda_input_databuf_by_bcnt_idx32(bctr, 0);
                offset_out = hera_catcher_autocorr_databuf_idx32(ant);
diff --git a/src/scripts/hera_create_bda_config.py b/src/scripts/hera_create_bda_config.py
index c4b3eba6..c74be95b 100644
--- a/src/scripts/hera_create_bda_config.py
+++ b/src/scripts/hera_create_bda_config.py
@@ -54,7 +54,7 @@ def create_bda_config(n_ants_data, use_cm=False, use_redis=False):
     for ant0 in range(NANTS):
         for ant1 in range(ant0, NANTS, 1):
             if (ant0 in corr_ant_nums) and (ant1 in corr_ant_nums):
-               bl_pairs.append([ant0, ant1, 1])
+               bl_pairs.append([ant0, ant1, 4])
             else:
                bl_pairs.append([ant0, ant1, 0])
 

From ecba722453cbd9957c13011db40085f5e7207960 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sat, 12 Oct 2019 02:34:18 +0000
Subject: [PATCH 302/420] HERA ants in template file

---
 src/scripts/hera_make_hdf5_template_bda.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 6286623c..db1b6d73 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -20,7 +20,7 @@ def get_corr_to_hera_map(r, nants_data=192, nants=352):
     of correlator index (0 - Nants_data -1) to
     hera antenna number (0 - Nants).
     """
-    out_map = {k:v for k,v in enumerate(range(nants, nants+nants_data))} # use default values outside the range of real antennas
+    out_map = np.arange(nants, nants + nants_data) # use default values outside the range of real antennas
 
     # A dictionary with keys which are antenna numbers
     # of the for {<ant> :{<pol>: {'host':SNAPHOSTNAME, 'channel':INTEGER}}}
@@ -185,6 +185,9 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         corr_to_hera_map = get_corr_to_hera_map(r, nants_data=NANTS_DATA, nants=NANTS)
         for n in range(baselines.shape[0]):
             baselines[n] = [corr_to_hera_map[baselines[n,0]], corr_to_hera_map[baselines[n,1]]]
+        ant_1_array = np.array([x for (x,y) in baselines])
+        ant_2_array = np.array([y for (x,y) in baselines])
+
     else:
         fenginfo = None
         # Use impossible antenna numbers to indicate they're not really valid
@@ -200,6 +203,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("Nspws",  dtype="<i8", data=1)
     header.create_dataset("Ntimes", dtype="<i8", data=n_bls) 
     header.create_dataset("corr_bl_order", dtype="<i8", data=np.array(baselines))
+    header.create_dataset("corr_to_hera_map", dtype="<i8", data=np.array(corr_to_hera_map))
     header.create_dataset("ant_1_array_conf", dtype="<i8", data=ant_1_array)
     header.create_dataset("ant_2_array_conf", dtype="<i8", data=ant_2_array)
     header.create_dataset("antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS)

From 2c9600302fec8329405b4dccded6c45fa618d0f1 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sat, 12 Oct 2019 02:36:16 +0000
Subject: [PATCH 303/420] Check auto corrs in SNAP test vec mode

---
 src/tests/check_bda_uvh5_files.py | 97 ++++++++++++++++++++-----------
 1 file changed, 64 insertions(+), 33 deletions(-)

diff --git a/src/tests/check_bda_uvh5_files.py b/src/tests/check_bda_uvh5_files.py
index 33bc47e8..e803875d 100644
--- a/src/tests/check_bda_uvh5_files.py
+++ b/src/tests/check_bda_uvh5_files.py
@@ -5,6 +5,7 @@
 import argparse
 from astropy.time import Time
 import json
+import redis
 
 N_MAX_INTTIME = 8
 N_BDABUF_BINS = 4
@@ -14,6 +15,29 @@
 N_CHAN_CATCHER = 1536
 INTSPEC = 131072*2
 
+def get_corr_to_hera_map(nants_data=192, nants=352):
+    """
+    Given a redis.Redis instance, r, containing
+    appropriate metadata - figure out the mapping
+    of correlator index (0 - Nants_data -1) to
+    hera antenna number (0 - Nants).
+    """
+    out_map = {} # use default values outside the range of real antennas
+
+    r = redis.Redis('redishost')
+    ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
+    for ant, pol in ant_to_snap.iteritems():
+        hera_ant_number = int(ant)
+        host = pol["n"]["host"]
+        chan = pol["n"]["channel"] # runs 0-5
+        snap_ant_chans = r.hget("corr:snap_ants", host)
+        if snap_ant_chans is None:
+            continue
+        corr_ant_number = json.loads(snap_ant_chans)[chan//2] #Indexes from 0-3 (ignores pol)
+        out_map[corr_ant_number] = hera_ant_number
+
+    return out_map
+
 def signed_int(x):
     """Return two's complement interpretation 
        for 4bit integers"""
@@ -49,9 +73,9 @@ def gen_tvg_pol(pol, mode='ramp'):
                     help='Frequency ramp in test vectors')
 args = parser.parse_args()
 
-snap_pol_map = {'e2':0,  'n0':1,
-                'e6':2,  'n4':2,
-                'e10':4, 'n8':5}
+snap_pol_map = {u'e2':0,  u'n0':1,
+                u'e6':2,  u'n4':3,
+                u'e1':4, u'n8':5}
 
 # Compute expected baseline pairs from
 # the configuration file
@@ -69,6 +93,7 @@ def gen_tvg_pol(pol, mode='ramp'):
        bls_per_bin[int(np.log2(t))] += 1
 baselines = np.concatenate(baselines)
 inttime   = np.asarray(np.concatenate(inttime), dtype=np.float64)
+
 ant_1_array = np.array([x for (x,y) in baselines])
 ant_2_array = np.array([y for (x,y) in baselines])
 
@@ -77,20 +102,20 @@ def gen_tvg_pol(pol, mode='ramp'):
 fp = h5py.File(args.h5fname,'r')
 header = fp['Header']
 
-print 'Integration time array...'
-assert(np.all(np.equal(header['integration_time'][:], inttime)))
-
-print 'ant_1_array..'
-assert(np.all(np.equal(header['ant_1_array'][:], ant_1_array)))
-
-print 'ant_2_array..'
-assert(np.all(np.equal(header['ant_2_array'][:], ant_2_array)))
-
-print 'Checking deltas in time array..'
-jds = Time(header['time_array'][:], format='jd')
-
-fp.close()
-
+#print 'Integration time array...'
+#assert(np.all(np.equal(header['integration_time'][:], inttime)))
+#
+#print 'ant_1_array..'
+#assert(np.all(np.equal(header['ant_1_array'][:], ant_1_array)))
+#
+#print 'ant_2_array..'
+#assert(np.all(np.equal(header['ant_2_array'][:], ant_2_array)))
+#
+#print 'Checking deltas in time array..'
+#jds = Time(header['time_array'][:], format='jd')
+#
+#fp.close()
+#
 fakereal = 1
 fakeimag = -2j
 int_bin = {}
@@ -138,25 +163,31 @@ def gen_tvg_pol(pol, mode='ramp'):
 
    cminfo = json.loads(fp['Header']['extra_keywords']['cminfo'].value) 
    ants = cminfo['antenna_numbers']
+   out_map = get_corr_to_hera_map()
 
-   if (bls_per_bin[0] != 0):
-      print ('Checking integration 0..')
-      uv = UVData()
+   uv = UVData()
+
+   for a0, a1 in zip(ant_1_array[::2], ant_2_array[::2]):
+
+       if(a0==a1):
 
-      for idx_a0, a0 in enumerate(ants):
-          for idx_a1, a1 in enumerate(ants[idx_a0:]):
-              loca0 = snap_pol_map[cminfo['correlator_inputs'][idx_a0][0][:2]]
-              loca1 = snap_pol_map[cminfo['correlator_inputs'][idx_a1][0][:2]]
+          print("({0:2d},{1:2d}) \t".format(a0,a1)),
+          uv.read(args.h5fname, bls=[(a0, a1)], run_check_acceptability=False, run_check=False)
+          data = uv.get_data(a0, a1)
 
-              uv.read(args.h5fname, bls=[(a0, a1)])
-              data = uv.get_data(a0, a1)
-      
-              tspec = gen_tvg_pol(loca0)*np.conj(loca1)
-              tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
+          a0 = out_map[a0]; a1 = out_map[a1];
+          print("({0:2d},{1:2d}) \t".format(a0,a1)),
+          loca0 = snap_pol_map[cminfo['correlator_inputs'][ants.index(a0)][0][:2]]
+          loca1 = snap_pol_map[cminfo['correlator_inputs'][ants.index(a1)][0][:2]]
+   
+          tspec = gen_tvg_pol(loca0)*np.conj(gen_tvg_pol(loca1))
+          tspec = tspec[:N_CHAN_TOTAL]
+          #tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
 
-              print a1,a2, np.all(tspec == data[0,:,0]//INTSPEC)
+          print np.all(np.equal(tspec, data[0,:,0]//(4*INTSPEC))), '\t',
 
-              tspec = gen_tvg_pol(snaploc_a1+1)*np.conj(snaploc_a2+1)
-              tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
+          tspec = gen_tvg_pol(loca0 +1)*np.conj(gen_tvg_pol(loca1 +1))
+          tspec = tspec[:N_CHAN_TOTAL]
+          #tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
 
-              print a1,a2, np.all(tspec == data[0,:,1]//INTSPEC)
+          print np.all(np.equal(tspec, data[0,:,1]//(4*INTSPEC)))

From 413755bb9ae109f4556f95fa8281d722270a8012 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Fri, 11 Oct 2019 23:06:54 -0700
Subject: [PATCH 304/420] Bug fixes in BDA sync...

... BDA thread can also start on INTSYNC without needing
BDa thread specific variables
---
 src/hera_gpu_bda_thread.c | 55 ++++++++++++++-------------------------
 src/scripts/hera_ctl.py   | 10 +------
 2 files changed, 20 insertions(+), 45 deletions(-)

diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index 04b44429..62f75a46 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -172,7 +172,9 @@ static int init_idx_map()
 
 static uint64_t get_sample_from_mcnt(uint64_t curr_mcnt, uint64_t start_bda_mcnt, 
                                      int int_count){
-   return (curr_mcnt - start_bda_mcnt) % (TIME_DEMUX * int_count);
+   uint64_t sample = (curr_mcnt - start_bda_mcnt) / (TIME_DEMUX * int_count);
+   fprintf(stderr, "curr: %ld, start: %ld, acclen:%d, sample: %ld\n", curr_mcnt, start_bda_mcnt, int_count, sample);
+   return sample; 
 }
 
 static int init_bda_info(bda_info_t *binfo, char *config_fname){
@@ -296,6 +298,7 @@ static void *run(hashpipe_thread_args_t * args)
    hputu8(st.buf,"NBL4SEC",binfo[1].baselines);
    hputu8(st.buf,"NBL8SEC",binfo[2].baselines);
    hputu8(st.buf,"NBL16SEC",binfo[3].baselines);
+   hputu4(st.buf, "BDASAMP", 0);
    hashpipe_status_unlock_safe(&st);
 
    // Allocate memory to the output data blocks based on the config file
@@ -357,9 +360,6 @@ static void *run(hashpipe_thread_args_t * args)
      // and, if armed, start count
      hashpipe_status_lock_safe(&st);
      hputs(st.buf, status_key, "waiting");
-     hgets(st.buf,  "INTSTAT", 16, integ_status);
-     hgeti8(st.buf, "INTSYNC", (long int *)&start_bda_mcount);
-     hgeti4(st.buf, "INTCOUNT", &int_count);
      hashpipe_status_unlock_safe(&st);
 
      // Wait for new block to be filled
@@ -381,6 +381,7 @@ static void *run(hashpipe_thread_args_t * args)
      hashpipe_status_lock_safe(&st);
      hputi4(st.buf, "BDABLKIN", curblock_in);
      hputu8(st.buf, "BDAMCNT", idb->block[curblock_in].header.mcnt);
+     hgets(st.buf,  "INTSTAT", 16, integ_status);
      hashpipe_status_unlock_safe(&st);
 
      // If the GPU integration status is off, you 
@@ -393,43 +394,25 @@ static void *run(hashpipe_thread_args_t * args)
          // Skip to next input buffer
          continue;
      }
-     
-     if(!strcmp(integ_status, "start")) {
-        fprintf(stderr,"Waiting for mcnt: %ld\n", start_bda_mcount);
-        fprintf(stderr,"mcnt now: %ld\n", idb->block[curblock_in].header.mcnt);
-        
-
-        //// If mcount < start_bda_mcount (i.e. not there yet)
-        //if(idb->block[curblock_in].header.mcnt < start_bda_mcount) {
-        //  // Drop input buffer
-        //  // Mark input block as free and advance
-        //  hashpipe_databuf_set_free((hashpipe_databuf_t *)idb, curblock_in);
-        //  curblock_in = (curblock_in + 1) % idb->header.n_block;
-        //  // Skip to next input buffer
-        //  continue;
-        //// Else if mcount == start_bda_mcount (time to start)
-        //} else if(idb->block[curblock_in].header.mcnt == start_bda_mcount) {
-        //  // Set integration status to "on"
-        //  // Read integration count (INTCOUNT)
-        //  fprintf(stdout, "--- BDA integration on ---\n");
-        //  strcpy(integ_status, "on");
-        //  hashpipe_status_lock_safe(&st);
-        //  hgeti4(st.buf, "INTCOUNT", &int_count);
-        //  hashpipe_status_unlock_safe(&st);
-        //// Else (missed starting mcount)
-        //} else {
-        //  // Missed start of integration, can't got back in time.
-        //  fprintf(stderr, "--- mcnt=%06lx > start_bda_mcnt=%06lx ---\n",
-        //      idb->block[curblock_in].header.mcnt, start_bda_mcount);
-        //  //pthread_exit(NULL);
-        //}
-     }
 
+     // Don't need to deal with the cases where integ_status is "start"
+     // because this is handled by the gpu_thread already. Adding another
+     // INTSTAT type variable is redundant and using the same INTSTAT
+     // skips over these conditions directly to "on" because the gpu thread
+     // changes it almost immediately.
+ 
      // If integ_status is "stop" or "on"
+
+     hashpipe_status_lock_safe(&st);
+     hputs(st.buf, status_key, "processing");
+     hgeti8(st.buf, "INTSYNC", (long int *)&start_bda_mcount);
+     hgeti4(st.buf, "INTCOUNT", &int_count);
+     hashpipe_status_unlock_safe(&st);
+
      clock_gettime(CLOCK_MONOTONIC, &start);
 
      sample = get_sample_from_mcnt(idb->block[curblock_in].header.mcnt, 
-                                   start_bda_mcount, int_count);
+                                   start_bda_mcount+int_count, int_count);
 
      if (sample%N_MAX_INTTIME == 0){
         // Wait for new output block to be free
diff --git a/src/scripts/hera_ctl.py b/src/scripts/hera_ctl.py
index 6ad47652..ee2d7429 100644
--- a/src/scripts/hera_ctl.py
+++ b/src/scripts/hera_ctl.py
@@ -6,7 +6,6 @@
 
 MCNT_STEP_SIZE = 2
 MCNT_XGPU_BLOCK_SIZE = 2048
-INTCOUNT = 131072  #number of spectra per integration
 
 def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     """
@@ -52,7 +51,6 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
 
 if args.action == 'stop':
     rdb.publish("hashpipe:///set", 'INTSTAT=stop')
-    rdb.publish("hashpipe:///set", 'IBDASTAT=stop')
 
 if args.action == 'start':
     # Calculate start MCNT
@@ -77,18 +75,12 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     print 'Requested accumulation length: %d' % args.acclen
     print 'Actual accumulation length: %d' % acclen
 
-    # Compute the middle mcount on which BDA should start
-    last_mcount = trig_mcnt + args.slices*(acclen - MCNT_XGPU_BLOCK_SIZE)
-    bda_mcount = (last_mcount + trig_mcnt + args.slices*MCNT_XGPU_BLOCK_SIZE) // 2
-
-    print 'Starting BDA on mcnt: %d' % bda_mcount
-
     # Use the hashpipe publish channel to update keys in all status buffers.
     # See the docstring at https://github.com/david-macmahon/rb-hashpipe/blob/master/bin/hashpipe_redis_gateway.rb
     # for details about formatting
     
     for slice in range(args.slices):
-        msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0\nIBDASTRT=%d' % (trig_mcnt + slice*MCNT_STEP_SIZE, acclen, bda_mcount)
+        msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt + slice*MCNT_STEP_SIZE, acclen)
         for host in range(args.xhosts):
             hostname = 'px%d' % (slice * args.xhosts + host + 1)
             rdb.publish('hashpipe://%s/0/set' % hostname, msg)

From f580ec94e0cf562d7beddd1735e830c5f7860f85 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Mon, 14 Oct 2019 21:50:58 -0700
Subject: [PATCH 305/420] Tie bcnt to mcnt...

... Bcnt cannot be a free running counter. There will be x-eng sync
issues. Tie bcnt computation to the mcnt of the buffer to keep the
value locked on all x-engs.
---
 src/hera_bda_output_thread.c |  5 ++---
 src/hera_gpu_bda_thread.c    | 24 +++++++++++++++---------
 src/paper_databuf.h          |  3 ++-
 3 files changed, 19 insertions(+), 13 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 1aa6b453..856f1193 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -198,7 +198,6 @@ static void *run(hashpipe_thread_args_t * args)
    struct timespec pkt_start, pkt_stop;
    int offset = 0;
    uint16_t ant0, ant1;
-   int baseline_id = 0;
    hera_bda_block_t *buf;
    unsigned int n_samples;
    uint64_t datoffset;
@@ -231,7 +230,7 @@ static void *run(hashpipe_thread_args_t * args)
      hashpipe_status_lock_safe(&st);
      hputs(st.buf, status_key, "processing");
      hputi4(st.buf, "OUTBLKIN", block_idx);
-     hputu4(st.buf, "OUTBCNT",  baseline_id);
+     hputu4(st.buf, "OUTBCNT",  db->block[block_idx].header[0].bcnt[0]);
      hashpipe_status_unlock_safe(&st);
      
      buf = &(db->block[block_idx]); 
@@ -255,7 +254,7 @@ static void *run(hashpipe_thread_args_t * args)
 
            for(i=0; i<n_samples; i++){ // Number of time samples of one baseline
 
-             pkt.hdr.baseline_id = BASELINE_ID(baseline_id++); //free running cntr like mcnt
+             pkt.hdr.baseline_id = BASELINE_ID(buf->header[j].bcnt[i]); //free running cntr like mcnt
              pkt.hdr.timestamp = TIMESTAMP(buf->header[j].mcnt[i]);
              offset = 0;
            
diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index 62f75a46..1a7a7f1b 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -35,6 +35,7 @@ typedef struct {
     uint32_t baselines;
     uint16_t *ant_pair_0;
     uint16_t *ant_pair_1;
+    uint32_t *bcnt;
 } bda_info_t;
 
 static XGPUInfo xgpu_info;
@@ -181,6 +182,7 @@ static int init_bda_info(bda_info_t *binfo, char *config_fname){
    FILE *fp;
    int j, a0, a1, inttime, bin;
    uint32_t blctr[] = {0,0,0,0,0};
+   uint32_t bctr = 0;
 
    if((fp=fopen(config_fname,"r")) == NULL){
       printf("Cannot open the configuration file.\n");
@@ -195,27 +197,24 @@ static int init_bda_info(bda_info_t *binfo, char *config_fname){
       blctr[LOG(inttime)]+=1;
    }
 
-   // Config file should contain auto-corrs as well.
-   //blctr[0] += N_ANTS;
-
    for(j=0; j<N_BDABUF_BINS; j++){ 
      binfo[j].baselines = blctr[j];
      blctr[j] = 0;
    }
-   binfo[N_BDABUF_BINS-1].baselines += blctr[N_BDABUF_BINS]; // 32sec considered as 16sec integration
 
    // malloc for storing ant pairs
    for(j=0; j<N_BDABUF_BINS; j++){
      binfo[j].ant_pair_0 = (uint16_t *)malloc(binfo[j].baselines * sizeof(uint16_t));
      binfo[j].ant_pair_1 = (uint16_t *)malloc(binfo[j].baselines * sizeof(uint16_t));
+     binfo[j].bcnt       = (uint32_t *)malloc(binfo[j].baselines * sizeof(uint32_t));
    }
    rewind(fp); //re-read antpairs to store them
    while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
      if (inttime == 0) continue;
      bin = LOG(inttime); 
-     if(bin>=N_BDABUF_BINS) bin=N_BDABUF_BINS-1;
      binfo[bin].ant_pair_0[blctr[bin]] = a0;
-     binfo[bin].ant_pair_1[blctr[bin]++] = a1;
+     binfo[bin].ant_pair_1[blctr[bin]] = a1;
+     binfo[bin].bcnt[blctr[bin]++]     = bctr++;
    }
    fclose(fp);
 
@@ -232,6 +231,7 @@ static int init_bda_block_header(hera_bda_block_t *bdablk){
      for(i=0; i<binfo[j].baselines; i++){
        bdablk->header[j].ant_pair_0[i] = binfo[j].ant_pair_0[i];
        bdablk->header[j].ant_pair_1[i] = binfo[j].ant_pair_1[i];
+       bdablk->header[j].bcnt[i]       = binfo[j].bcnt[i];
      }
      bdablk->header[j].sample = 0;
      bdablk->header[j].datsize = N_MAX_INTTIME/(1<<j) * bdablk->header[j].baselines * N_COMPLEX_PER_BASELINE * 2 * sizeof(uint32_t);
@@ -310,6 +310,7 @@ static void *run(hashpipe_thread_args_t * args)
        buf = &(odb->block[blk_id]);
        buf->header[j].ant_pair_0 = (uint16_t *) malloc(binfo[j].baselines * sizeof(uint16_t));
        buf->header[j].ant_pair_1 = (uint16_t *) malloc(binfo[j].baselines * sizeof(uint16_t));
+       buf->header[j].bcnt       = (uint32_t *) malloc(binfo[j].baselines * sizeof(uint32_t));
      }
      
      init_bda_block_header(buf);
@@ -355,9 +356,6 @@ static void *run(hashpipe_thread_args_t * args)
 
    while (run_threads()) {
 
-     // Note waiting status,
-     // query integrating status
-     // and, if armed, start count
      hashpipe_status_lock_safe(&st);
      hputs(st.buf, status_key, "waiting");
      hashpipe_status_unlock_safe(&st);
@@ -378,6 +376,9 @@ static void *run(hashpipe_thread_args_t * args)
      }
 
      // Got a new block. Decide what to do with it.
+     // Note waiting status,
+     // query integrating status
+     // and, if armed, start count
      hashpipe_status_lock_safe(&st);
      hputi4(st.buf, "BDABLKIN", curblock_in);
      hputu8(st.buf, "BDAMCNT", idb->block[curblock_in].header.mcnt);
@@ -461,6 +462,11 @@ static void *run(hashpipe_thread_args_t * args)
          ant1 = buf->header[j].ant_pair_1[bl];
          idx_baseline = casper_index(2*ant0, 2*ant1, N_INPUTS); 
 
+         // offset all bcnts by the sample currently being processed. 
+         // This ensures that bcnt is always increasing while the 
+         // correlator is running. It also ties bcnt to mcnt.
+         buf->header[j].bcnt[bl] += (sample/N_MAX_INTTIME)*total_baselines;
+
          for(pol=0; pol<N_STOKES; pol++){
            idx_regtile = idx_map[idx_baseline/2 + pol]; 
 
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 83ecaf24..256d487d 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -274,7 +274,8 @@ typedef struct hera_bda_header{
   int sample;
   uint64_t baselines;
   uint16_t *ant_pair_0;
-  uint16_t *ant_pair_1; 
+  uint16_t *ant_pair_1;
+  uint32_t *bcnt; 
 } hera_bda_header_t;
 
 typedef uint8_t hera_bda_header_cache_alignment[

From e0bba4e4583496ca715715031a471383060aeda1 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 15 Oct 2019 04:52:32 +0000
Subject: [PATCH 306/420] Header fixes...

... (1) fix the length of flag and nsample array
(2) Remove Nts since it is fixed by the template file.
---
 src/hera_catcher_disk_thread_bda.c | 22 +++++++++-------------
 1 file changed, 9 insertions(+), 13 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 5373c574..e9d7f516 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -352,7 +352,7 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
 }
 
 
-static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts, uint64_t file_nts) {
+static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration, uint64_t file_nblts) {
     hid_t dataset_id;
     dataset_id = H5Dopen(id->extra_keywords_gid, "stopt", H5P_DEFAULT);
     H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_stop_t);
@@ -363,9 +363,6 @@ static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration,
     dataset_id = H5Dopen(id->header_gid, "Nblts", H5P_DEFAULT);
     H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nblts);
     H5Dclose(dataset_id);
-    dataset_id = H5Dopen(id->header_gid, "Ntimes", H5P_DEFAULT);
-    H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nts);
-    H5Dclose(dataset_id);
     // Close datasets
     if (H5Dclose(id->visdata_did) < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close visdata dataset");
@@ -712,8 +709,8 @@ static void *run(hashpipe_thread_args_t * args)
     int rv;
     int curblock_in=0;
     int curblock_out = 0;
-    float file_start_t, file_stop_t, file_duration; // time from bcnt
-    int64_t file_obs_id, file_nblts=0, file_nts=0;
+    double file_start_t, file_stop_t, file_duration; // time from bcnt
+    int64_t file_obs_id, file_nblts=0;
     int32_t curr_file_bcnt = -1;
     uint32_t bctr, strt_bcnt, stop_bcnt, break_bcnt;        // bcnt variable
     int i,b;
@@ -743,11 +740,11 @@ static void *run(hashpipe_thread_args_t * args)
     int *ant_1_array             =    (int *)malloc(1 * sizeof(int));
 
     // Allocate an array of bools for flags and n_samples
-    hbool_t *flags = (hbool_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(hbool_t));
-    uint32_t *nsamples = (uint32_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(uint32_t));
+    hbool_t *flags     = (hbool_t *) malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
+    uint32_t *nsamples = (uint32_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(uint32_t));
 
-    memset(flags,    1, N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(hbool_t));
-    memset(nsamples, 0, N_BL_PER_WRITE * N_CHAN_PROCESSED * sizeof(uint32_t));
+    memset(flags,    1, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
+    memset(nsamples, 0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(uint32_t));
 
     // Define memory space of a block
     hsize_t dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};
@@ -1012,12 +1009,12 @@ static void *run(hashpipe_thread_args_t * args)
                  fprintf(stdout, "Closing datasets and files\n");
                  write_header(&sum_file, time_array_buf, ant_0_array, ant_1_array);
                  close_filespaces(&sum_file);
-                 close_file(&sum_file, file_stop_t, file_duration, file_nblts, file_nts);
+                 close_file(&sum_file, file_stop_t, file_duration, file_nblts);
 
                  #ifndef SKIP_DIFF 
                  write_header(&diff_file, time_array_buf, ant_0_array, ant_1_array);
                  close_filespaces(&diff_file);
-                 close_file(&diff_file, file_stop_t, file_duration, file_nblts, file_nts);
+                 close_file(&diff_file, file_stop_t, file_duration, file_nblts);
                  #endif
 
                  file_cnt += 1;
@@ -1046,7 +1043,6 @@ static void *run(hashpipe_thread_args_t * args)
              fprintf(stdout, "Init arrays\n");
 
              file_nblts = 0;
-             file_nts = 0;
              memset(ant_0_array,          0, bcnts_per_file * sizeof(uint16_t));
              memset(ant_1_array,          0, bcnts_per_file * sizeof(uint16_t));
              memset(time_array_buf,       0, bcnts_per_file * sizeof(double));

From af8ba1fb995a983e87685cdb1a25ef7182382bda Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 15 Oct 2019 05:00:08 +0000
Subject: [PATCH 307/420] Start on Bcnt zero only

---
 src/hera_catcher_net_thread_bda.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_net_thread_bda.c b/src/hera_catcher_net_thread_bda.c
index b846b3cd..17a312e3 100644
--- a/src/hera_catcher_net_thread_bda.c
+++ b/src/hera_catcher_net_thread_bda.c
@@ -223,7 +223,7 @@ static inline uint32_t process_packet(
     fprintf(stderr,"Initializing binfo..!\n");
     initialize_block_info(&binfo);
 
-    first_bcnt = pkt_bcnt;
+    first_bcnt = 0; //pkt_bcnt;
     binfo.bcnt_start = pkt_bcnt;
 
     fprintf(stderr,"Initializing the first blocks..\n");

From b699d1002a6fc3c01aa674518166ed75c5acea84 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 15 Oct 2019 05:01:15 +0000
Subject: [PATCH 308/420] Generate config file on catcher machine for the
 template file

---
 src/scripts/hera_catcher_up.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index d6631b11..45e47119 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -71,7 +71,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     print 'Create configuration file'
     p = subprocess.Popen(bda_config_cmd + ['-c', '-r', '/tmp/bdaconfig.txt'])
     p.wait()
-    #run_on_hosts([args.host], python_source_cmd + [';'] + bda_config_cmd + ['-c','-r', args.bdaconfig], wait=True)
+    run_on_hosts([args.host], python_source_cmd + [';'] + bda_config_cmd + ['-c','-r', '/tmp/bdaconfig.txt'], wait=True)
     time.sleep(10)
 
 # Generate the meta-data template

From a66c6ab149cddd5c62182d25b43d503676588a40 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 15 Oct 2019 23:08:23 +0000
Subject: [PATCH 309/420] HERA ants nums...

... Config file is already in HERA ant nums so do not
translate the ant nums again.
---
 src/scripts/hera_make_hdf5_template_bda.py | 18 ++++++------------
 1 file changed, 6 insertions(+), 12 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index db1b6d73..b0f205b7 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -138,13 +138,6 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     baselines = []
     integration_time = []
 
-    #for time_ctr in range(1,9,1):
-    #    for i,t in enumerate(config[:,2]):
-    #        if (t==0): continue
-    #        elif not (time_ctr % t):
-    #            baselines.append((config[i,0], config[i,1]))
-    #            integration_time.append(t * 2)
-
     for i,t in enumerate(config[:,2]):
         if (t!=0):
            baselines.append([(config[i,0], config[i,1])]*(8//t))
@@ -182,11 +175,12 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     if use_redis:
         r = redis.Redis("redishost")
         fenginfo = r.hgetall("init_configuration")
-        corr_to_hera_map = get_corr_to_hera_map(r, nants_data=NANTS_DATA, nants=NANTS)
-        for n in range(baselines.shape[0]):
-            baselines[n] = [corr_to_hera_map[baselines[n,0]], corr_to_hera_map[baselines[n,1]]]
-        ant_1_array = np.array([x for (x,y) in baselines])
-        ant_2_array = np.array([y for (x,y) in baselines])
+        corr_to_hera_map = get_corr_to_hera_map(r, nants_data=192, nants=192)
+        # Baselines in the config file are already in hera antenna numbers
+        #for n in range(baselines.shape[0]):
+        #    baselines[n] = [corr_to_hera_map[baselines[n,0]], corr_to_hera_map[baselines[n,1]]]
+        #ant_1_array = np.array([x for (x,y) in baselines])
+        #ant_2_array = np.array([y for (x,y) in baselines])
 
     else:
         fenginfo = None

From 0ce4ece347b1a8cff6aeb7318ad95250be944e4a Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 15 Oct 2019 23:10:01 +0000
Subject: [PATCH 310/420] BCNT tied to MCNT...

... bug fixes to the previous iteration. Bcnt should depend
on the sample number and the baseline pair.
---
 src/hera_bda_output_thread.c |   4 +-
 src/hera_gpu_bda_thread.c    | 107 +++++++++++++++++++++--------------
 src/paper_databuf.h          |   6 +-
 3 files changed, 70 insertions(+), 47 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 856f1193..d1e2af9f 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -254,7 +254,7 @@ static void *run(hashpipe_thread_args_t * args)
 
            for(i=0; i<n_samples; i++){ // Number of time samples of one baseline
 
-             pkt.hdr.baseline_id = BASELINE_ID(buf->header[j].bcnt[i]); //free running cntr like mcnt
+             pkt.hdr.baseline_id = BASELINE_ID(buf->header[j].bcnt[bl*n_samples + i]);
              pkt.hdr.timestamp = TIMESTAMP(buf->header[j].mcnt[i]);
              offset = 0;
            
@@ -263,7 +263,7 @@ static void *run(hashpipe_thread_args_t * args)
                pkt.hdr.offset = OFFSET(offset);
                //datoffset = 0;
                // hera_bda_buf_data_idx(l,s,b,c,p)
-               datoffset = hera_bda_buf_data_idx(n_samples, i, bl, chan, 0);
+               datoffset = hera_bda_buf_data_idx((bl*n_samples + i), chan, 0);
                for(p=0; p<OUTPUT_BYTES_PER_PACKET/sizeof(pktdata_t); p++){
                  *p_out++ = CONVERT(buf->data[j][datoffset+p]);
                }
diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index 1a7a7f1b..0454044e 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -32,7 +32,8 @@
   (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
 
 typedef struct {
-    uint32_t baselines;
+    uint32_t baselines;   // Num baselines in bin
+    uint16_t samp_in_bin; // Num samples per baseline
     uint16_t *ant_pair_0;
     uint16_t *ant_pair_1;
     uint32_t *bcnt;
@@ -174,13 +175,13 @@ static int init_idx_map()
 static uint64_t get_sample_from_mcnt(uint64_t curr_mcnt, uint64_t start_bda_mcnt, 
                                      int int_count){
    uint64_t sample = (curr_mcnt - start_bda_mcnt) / (TIME_DEMUX * int_count);
-   fprintf(stderr, "curr: %ld, start: %ld, acclen:%d, sample: %ld\n", curr_mcnt, start_bda_mcnt, int_count, sample);
+   //fprintf(stderr, "curr: %ld, start: %ld, acclen:%d, sample: %ld\n", curr_mcnt, start_bda_mcnt, int_count, sample);
    return sample; 
 }
 
 static int init_bda_info(bda_info_t *binfo, char *config_fname){
    FILE *fp;
-   int j, a0, a1, inttime, bin;
+   int i,j,k, a0, a1, inttime, bin;
    uint32_t blctr[] = {0,0,0,0,0};
    uint32_t bctr = 0;
 
@@ -199,42 +200,64 @@ static int init_bda_info(bda_info_t *binfo, char *config_fname){
 
    for(j=0; j<N_BDABUF_BINS; j++){ 
      binfo[j].baselines = blctr[j];
+     binfo[j].samp_in_bin = N_MAX_INTTIME/(1<<j);
      blctr[j] = 0;
    }
 
-   // malloc for storing ant pairs
+   // malloc for storing ant pairs and bcnt values
    for(j=0; j<N_BDABUF_BINS; j++){
      binfo[j].ant_pair_0 = (uint16_t *)malloc(binfo[j].baselines * sizeof(uint16_t));
      binfo[j].ant_pair_1 = (uint16_t *)malloc(binfo[j].baselines * sizeof(uint16_t));
-     binfo[j].bcnt       = (uint32_t *)malloc(binfo[j].baselines * sizeof(uint32_t));
+     binfo[j].bcnt       = (uint32_t *)malloc(binfo[j].baselines * binfo[j].samp_in_bin * sizeof(uint32_t));
    }
    rewind(fp); //re-read antpairs to store them
    while(fscanf(fp, "%d %d %d", &a0, &a1, &inttime)!=EOF){
      if (inttime == 0) continue;
      bin = LOG(inttime); 
      binfo[bin].ant_pair_0[blctr[bin]] = a0;
-     binfo[bin].ant_pair_1[blctr[bin]] = a1;
-     binfo[bin].bcnt[blctr[bin]++]     = bctr++;
+     binfo[bin].ant_pair_1[blctr[bin]++] = a1;
    }
    fclose(fp);
 
+   // Init the bcnt values (just an incremental counter)
+   for(j=0; j<N_BDABUF_BINS; j++){
+     for(i=0; i<binfo[j].baselines; i++){
+       for(k=0; k<binfo[j].samp_in_bin; k++){
+         binfo[j].bcnt[i*binfo[j].samp_in_bin + k] = bctr++;
+       }
+     }
+   }
+
    // Success!   
    return 0; 
 } 
 
 /* Initialize the header with config params in binfo */
-static int init_bda_block_header(hera_bda_block_t *bdablk){
+static int init_bda_block_header(hera_bda_block_t *bdablk, int bcnt_offset){
    int i,j;
 
    for(j=0; j<N_BDABUF_BINS; j++){
      bdablk->header[j].baselines = binfo[j].baselines;
-     for(i=0; i<binfo[j].baselines; i++){
-       bdablk->header[j].ant_pair_0[i] = binfo[j].ant_pair_0[i];
-       bdablk->header[j].ant_pair_1[i] = binfo[j].ant_pair_1[i];
-       bdablk->header[j].bcnt[i]       = binfo[j].bcnt[i];
+     memcpy(bdablk->header[j].ant_pair_0, binfo[j].ant_pair_0, binfo[j].baselines * sizeof(uint16_t));
+     memcpy(bdablk->header[j].ant_pair_1, binfo[j].ant_pair_1, binfo[j].baselines * sizeof(uint16_t));
+     memcpy(bdablk->header[j].bcnt, binfo[j].bcnt, binfo[j].baselines * binfo[j].samp_in_bin * sizeof(uint32_t));
+     bdablk->header[j].datsize = binfo[j].samp_in_bin*binfo[j].baselines * N_COMPLEX_PER_BASELINE * 2 * sizeof(uint32_t);
+
+     // offset all bcnts by the sample currently being processed. 
+     // This ensures that bcnt is always increasing while the 
+     // correlator is running. It also ties bcnt to mcnt.
+     for(i=0; i< binfo[j].baselines*binfo[j].samp_in_bin; i++){
+       bdablk->header[j].bcnt[i] += bcnt_offset;
      }
-     bdablk->header[j].sample = 0;
-     bdablk->header[j].datsize = N_MAX_INTTIME/(1<<j) * bdablk->header[j].baselines * N_COMPLEX_PER_BASELINE * 2 * sizeof(uint32_t);
+
+     //for(i=0; i<binfo[j].baselines; i++){
+     //  bdablk->header[j].ant_pair_0[i] = binfo[j].ant_pair_0[i];
+     //  bdablk->header[j].ant_pair_1[i] = binfo[j].ant_pair_1[i];
+
+     //  for(k=0; k<binfo[j].samp_in_bin; k++){
+     //    bdablk->header[j].bcnt[i*binfo[j].samp_in_bin + k] = binfo[j].bcnt[i*binfo[j].samp_in_bin+k] + bcnt_offset;
+     //  }
+     //}
    }
  
    return 0; 
@@ -291,18 +314,29 @@ static void *run(hashpipe_thread_args_t * args)
    // Initialize binfo with config file params
    init_bda_info(binfo, config_fname); 
 
+   int j;
+   uint64_t total_baselines = 0;
+   for(j=0; j<N_BDABUF_BINS;j++)
+      total_baselines += binfo[j].samp_in_bin * binfo[j].baselines; 
+
+#ifdef PRINT_TEST
+   fprintf(stderr,"N_ANTS:%d\n", N_ANTS);
+   fprintf(stderr,"Number of channels per X-Eng: %d\n",N_CHAN_PER_X);
+   fprintf(stderr,"Number of BCNTS in a buffer: %ld\n", total_baselines);
+#endif
+
    // Write the number of baselines per integration
    // bin to redis for downstream stuff
    hashpipe_status_lock_safe(&st);
-   hputu8(st.buf,"NBL2SEC",binfo[0].baselines);
-   hputu8(st.buf,"NBL4SEC",binfo[1].baselines);
-   hputu8(st.buf,"NBL8SEC",binfo[2].baselines);
-   hputu8(st.buf,"NBL16SEC",binfo[3].baselines);
+   hputu8(st.buf, "NBL2SEC", binfo[0].baselines);
+   hputu8(st.buf, "NBL4SEC", binfo[1].baselines);
+   hputu8(st.buf, "NBL8SEC", binfo[2].baselines);
+   hputu8(st.buf, "NBL16SEC",binfo[3].baselines);
    hputu4(st.buf, "BDASAMP", 0);
    hashpipe_status_unlock_safe(&st);
 
    // Allocate memory to the output data blocks based on the config file
-   int blk_id,j;
+   int blk_id;
    hera_bda_block_t *buf;   
 
    for(blk_id=0; blk_id < odb->header.n_block; blk_id++){
@@ -310,10 +344,10 @@ static void *run(hashpipe_thread_args_t * args)
        buf = &(odb->block[blk_id]);
        buf->header[j].ant_pair_0 = (uint16_t *) malloc(binfo[j].baselines * sizeof(uint16_t));
        buf->header[j].ant_pair_1 = (uint16_t *) malloc(binfo[j].baselines * sizeof(uint16_t));
-       buf->header[j].bcnt       = (uint32_t *) malloc(binfo[j].baselines * sizeof(uint32_t));
+       buf->header[j].bcnt       = (uint32_t *) malloc(binfo[j].baselines * binfo[j].samp_in_bin * sizeof(uint32_t));
      }
      
-     init_bda_block_header(buf);
+     init_bda_block_header(buf, 0);
 
      for(j=0; j<N_BDABUF_BINS; j++){
        buf->data[j] = malloc(buf->header[j].datsize);
@@ -327,7 +361,6 @@ static void *run(hashpipe_thread_args_t * args)
 
    /* Main loop */
    int rv;
-   uint64_t total_baselines = 0;
    int curblock_in = 0;
    int curblock_out = 0;
    struct timespec start, stop;
@@ -343,16 +376,7 @@ static void *run(hashpipe_thread_args_t * args)
    int int_count; // number of mcnts integrated in GPU
    uint64_t start_bda_mcount; // mcount to start BD integration 
    uint64_t sample = 0;
-   uint16_t sample_loc;
-
-   for(j=0; j<N_BDABUF_BINS;j++)
-      total_baselines += N_MAX_INTTIME/(1<<j) * binfo[j].baselines; 
-
-#ifdef PRINT_TEST
-   fprintf(stderr,"Number of antennas:%d\n",N_ANTS);
-   fprintf(stderr,"Number of channels per X-Eng: %d\n",N_CHAN_PER_X);
-   fprintf(stderr,"Number of baselines stored in a buffer: %ld\n", total_baselines);
-#endif
+   int sample_loc, bl_samp_loc;
 
    while (run_threads()) {
 
@@ -430,10 +454,11 @@ static void *run(hashpipe_thread_args_t * args)
             }
         }
         // Init header of newly acquired block
-        init_bda_block_header(&(odb->block[curblock_out]));
+        init_bda_block_header(&(odb->block[curblock_out]), (sample/N_MAX_INTTIME)*total_baselines);
         for(j=0; j<N_BDABUF_BINS; j++){ 
           memset(odb->block[curblock_out].data[j], 0, odb->block[curblock_out].header[j].datsize);
         }
+        buf = &(odb->block[curblock_out]); 
      }
 
      // Note processing status, current input block
@@ -447,13 +472,13 @@ static void *run(hashpipe_thread_args_t * args)
 
      /* Perform the baseline dependent averaging  */
 
-     buf = &(odb->block[curblock_out]); 
      int32_t *pf_re  = idb->block[curblock_in].data;
      int32_t *pf_im  = idb->block[curblock_in].data + xgpu_info.matLength;
       
      for(j=0; j<N_BDABUF_BINS; j++){ //intbuf loop
 
-       sample_loc = (sample/(1<<j))%(N_MAX_INTTIME/(1<<j));
+       // Location of this sample within the bin: sample_loc
+       sample_loc = (sample/(1<<j)) % binfo[j].samp_in_bin;
        buf->header[j].mcnt[sample_loc] = idb->block[curblock_in].header.mcnt;
           
        for(bl=0; bl< buf->header[j].baselines; bl++){
@@ -462,10 +487,10 @@ static void *run(hashpipe_thread_args_t * args)
          ant1 = buf->header[j].ant_pair_1[bl];
          idx_baseline = casper_index(2*ant0, 2*ant1, N_INPUTS); 
 
-         // offset all bcnts by the sample currently being processed. 
-         // This ensures that bcnt is always increasing while the 
-         // correlator is running. It also ties bcnt to mcnt.
-         buf->header[j].bcnt[bl] += (sample/N_MAX_INTTIME)*total_baselines;
+         // baseline dependent offset of this sample
+         bl_samp_loc = bl*binfo[j].samp_in_bin + sample_loc;
+
+         //fprintf(stderr, "blk:%d\tant0:%d\tant1:%d\tbcnt:%d\n",curblock_out,ant0,ant1,buf->header[j].bcnt[bl_samp_loc]);
 
          for(pol=0; pol<N_STOKES; pol++){
            idx_regtile = idx_map[idx_baseline/2 + pol]; 
@@ -474,7 +499,7 @@ static void *run(hashpipe_thread_args_t * args)
              gpu_chan = casper_chan;
              re = pf_re[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile];
              im = pf_im[(gpu_chan*REGTILE_CHAN_LENGTH)+idx_regtile];
-             datoffset = hera_bda_buf_data_idx(N_MAX_INTTIME/(1<<j), sample_loc, bl, gpu_chan, pol);
+             datoffset = hera_bda_buf_data_idx(bl_samp_loc, gpu_chan, pol);
              buf->data[j][datoffset] += re;
              buf->data[j][datoffset+1] += -im;
            }
@@ -494,7 +519,7 @@ static void *run(hashpipe_thread_args_t * args)
      paper_output_databuf_set_free(idb, curblock_in);
      curblock_in = (curblock_in + 1) % idb->header.n_block;
 
-     if(sample%N_MAX_INTTIME == 0){
+     if(sample%N_MAX_INTTIME == N_MAX_INTTIME-1){
        // Mark output databuf as filled as advance
        hera_bda_databuf_set_filled(odb, curblock_out);
        curblock_out = (curblock_out + 1) % odb->header.n_block;
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 256d487d..bbc6d732 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -257,21 +257,19 @@ typedef struct paper_output_databuf {
 
 #define N_BASELINES               (N_ANTS * (N_ANTS + 1)/2)
 #define N_COMPLEX_PER_BASELINE    (N_STOKES * N_CHAN_PER_X)
-//#define N_BLTS_BDA                (8*387 + 4*1533 + 2*7168 + 21571 + 30768) // (((N_ANTS-2)*(N_ANTS-1)/2) + 2)
 
 #define N_BDABUF_BLOCKS 2
 #define N_BDABUF_BINS   4
 #define N_MAX_INTTIME   8  // The longest baselines are collected for 8 time samples
 
 // integration bin indexing
-#define hera_bda_buf_data_idx(l, s, b, c, p) \
-  ((((l)*(b)*N_CHAN_PER_X*N_STOKES)+((s)*N_CHAN_PER_X*N_STOKES)+((c)*N_STOKES)+(p))*2)
+#define hera_bda_buf_data_idx(o, c, p) \
+  ((((o)*N_CHAN_PER_X*N_STOKES)+((c)*N_STOKES)+(p))*2)
 
 
 typedef struct hera_bda_header{
   uint64_t mcnt[8];               // mcnt of the first time sample in the data
   uint64_t datsize;               // size of buffer (from no. baselines)
-  int sample;
   uint64_t baselines;
   uint16_t *ant_pair_0;
   uint16_t *ant_pair_1;

From 11124a16a3d4433e6a3de6c1b430033a3d500a4f Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Tue, 22 Oct 2019 11:13:46 -0700
Subject: [PATCH 311/420] typo fix in file stop time

---
 src/hera_catcher_disk_thread_bda.c | 27 +++++++++++----------------
 1 file changed, 11 insertions(+), 16 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index e9d7f516..48099c4d 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -347,8 +347,6 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/startt");
     }
-
-    fprintf(stdout, "Finshed opening file!\n");
 }
 
 
@@ -430,8 +428,6 @@ static void get_corr_to_hera_map(hdf5_id_t *id, int *corr_to_hera_map) {
 /* Get the integration time for each baseline from header (set by config file) */
 static void get_integration_time(hdf5_id_t *id, double *integration_time_buf) {
 
-    fprintf(stdout,"Getting integration time\n");
-
     hid_t dataset_id;
     herr_t status;
     dataset_id = H5Dopen(id->header_gid, "integration_time", H5P_DEFAULT);
@@ -448,8 +444,6 @@ static void get_integration_time(hdf5_id_t *id, double *integration_time_buf) {
     if (status < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close Header/integration_time dataset");
     }
-
-    fprintf(stdout, "Returning integration time\n");
 }
 
 /*
@@ -537,9 +531,6 @@ static void write_header(hdf5_id_t *id, double *time_array_buf, int *ant_0_array
    if (H5Dwrite(id->ant_2_array_did, H5T_NATIVE_INT, H5S_ALL, H5S_ALL, H5P_DEFAULT, ant_1_array) < 0) {
        hashpipe_error(__FUNCTION__, "Error writing ant_2_array");
    }
-
-   fprintf(stdout, "Finished writing header\n");
-
 }
 
 // Get the even-sample / first-pol / first-complexity of the correlation buffer for chan `c` baseline `b`
@@ -908,6 +899,7 @@ static void *run(hashpipe_thread_args_t * args)
              // If there is a file already open...
              // Copy all contents
              if (curr_file_bcnt >= 0){
+
                 file_offset = strt_bcnt - curr_file_bcnt;
 
                 clock_gettime(CLOCK_MONOTONIC, &w_start);
@@ -955,6 +947,9 @@ static void *run(hashpipe_thread_args_t * args)
              // If there is an open file, copy the relevant part of the block 
              // and close the file. Open a new file for the rest of the block.
              if (curr_file_bcnt >=0){
+
+                 //fprintf(stdout,"Copying to an existing file from %d:%d\n",strt_bcnt,break_bcnt);
+
                  // copy data
                  nbls = break_bcnt - strt_bcnt;
                  
@@ -1001,12 +996,14 @@ static void *run(hashpipe_thread_args_t * args)
                     min_w_ns = MIN(w_ns, min_w_ns);
                     max_w_ns = MAX(w_ns, max_w_ns);
                  }
+
                  // finish meta data and close the file
-                 gps_time = mcnt2time(break_bcnt, sync_time_ms);
+                 gps_time = mcnt2time(header.mcnt[bctr+nbls], sync_time_ms);
                  file_stop_t = gps_time;
                  file_duration = file_stop_t - file_start_t;
 
-                 fprintf(stdout, "Closing datasets and files\n");
+                 //fprintf(stdout,"Closing the file at time: %f\n", file_stop_t);
+
                  write_header(&sum_file, time_array_buf, ant_0_array, ant_1_array);
                  close_filespaces(&sum_file);
                  close_file(&sum_file, file_stop_t, file_duration, file_nblts);
@@ -1040,7 +1037,7 @@ static void *run(hashpipe_thread_args_t * args)
              // Open new sum and difference files
              // Init all counters to zero
 
-             fprintf(stdout, "Init arrays\n");
+             //fprintf(stdout,"Opening new file from %d:%d\n",break_bcnt,stop_bcnt);
 
              file_nblts = 0;
              memset(ant_0_array,          0, bcnts_per_file * sizeof(uint16_t));
@@ -1066,6 +1063,8 @@ static void *run(hashpipe_thread_args_t * args)
                start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
              #endif
 
+             //fprintf(stderr,"File start time: %f\n", file_start_t);
+
              // Get the antenna positions and baseline orders
              // These are needed for populating the ant_[1|2]_array and uvw_array
              //get_ant_pos(&sum_file, ant_pos);
@@ -1124,9 +1123,7 @@ static void *run(hashpipe_thread_args_t * args)
 
         /* Copy auto correlations to autocorr buffer */
 
-        fprintf (stderr, "Processing auto correlations\n");
         if (auto_ants_filled == 0){
-           fprintf(stderr, "Waiting for a free databuf\n");
            // Wait for next buffer to get free
            while ((rv= hera_catcher_autocorr_databuf_wait_free(db_out, curblock_out)) != HASHPIPE_OK) {
                if (rv==HASHPIPE_TIMEOUT) {
@@ -1157,11 +1154,9 @@ static void *run(hashpipe_thread_args_t * args)
             } 
         }
 
-        fprintf(stderr, "Autocorr: ants filled: %d\n", auto_ants_filled);
         // If you have autocorrs of all antennas
         // Mark output block as full and advance
         if (auto_ants_filled == Nants){
-           fprintf(stderr, "Marking autocorr databuf filled..");
            // Update databuf headers
            db_out->block[curblock_out].header.num_ants = Nants;
            db_out->block[curblock_out].header.julian_time = compute_jd_from_mcnt(header.mcnt[bctr-1], sync_time_ms, 2);

From 5b9f004fe49bab430c921628b70ab3cf73141e13 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 22 Oct 2019 18:16:02 +0000
Subject: [PATCH 312/420] Bring test script to working condition

---
 src/tests/check_bda_uvh5_files.py | 46 ++++++++++++++++++-------------
 1 file changed, 27 insertions(+), 19 deletions(-)

diff --git a/src/tests/check_bda_uvh5_files.py b/src/tests/check_bda_uvh5_files.py
index e803875d..2b8a6b94 100644
--- a/src/tests/check_bda_uvh5_files.py
+++ b/src/tests/check_bda_uvh5_files.py
@@ -13,7 +13,7 @@
 N_STOKES = 4
 NCHANS = 1536
 N_CHAN_CATCHER = 1536
-INTSPEC = 131072*2
+INTSPEC = 64*512*2
 
 def get_corr_to_hera_map(nants_data=192, nants=352):
     """
@@ -161,33 +161,41 @@ def gen_tvg_pol(pol, mode='ramp'):
 if args.fengine:
    print 'Checking data for SNAPS in test vec mode' 
 
+   factor = 16
+
+   uv = UVData()
+   uv.read(args.h5fname, run_check=False) #, read_data=False)
+
    cminfo = json.loads(fp['Header']['extra_keywords']['cminfo'].value) 
    ants = cminfo['antenna_numbers']
    out_map = get_corr_to_hera_map()
 
-   uv = UVData()
+   for a0, a1 in zip(uv.ant_1_array, uv.ant_2_array):
 
-   for a0, a1 in zip(ant_1_array[::2], ant_2_array[::2]):
+       #if(a0==a1):
 
-       if(a0==a1):
+       #print("({0:2d},{1:2d}) \t".format(a0,a1)),
+       #a0 = out_map[a0]; a1 = out_map[a1];
+       print("({0:2d},{1:2d}) \t".format(a0,a1)),
 
-          print("({0:2d},{1:2d}) \t".format(a0,a1)),
-          uv.read(args.h5fname, bls=[(a0, a1)], run_check_acceptability=False, run_check=False)
-          data = uv.get_data(a0, a1)
+       try:
+           data = uv.get_data(a1, a0)
+       except (ValueError):
+           print 'Antenna pair (%d,%d) has no data!!!'%(a0,a1)
+           continue
+  
 
-          a0 = out_map[a0]; a1 = out_map[a1];
-          print("({0:2d},{1:2d}) \t".format(a0,a1)),
-          loca0 = snap_pol_map[cminfo['correlator_inputs'][ants.index(a0)][0][:2]]
-          loca1 = snap_pol_map[cminfo['correlator_inputs'][ants.index(a1)][0][:2]]
+       loca0 = snap_pol_map[cminfo['correlator_inputs'][ants.index(a0)][0][:2]]
+       loca1 = snap_pol_map[cminfo['correlator_inputs'][ants.index(a1)][0][:2]]
    
-          tspec = gen_tvg_pol(loca0)*np.conj(gen_tvg_pol(loca1))
-          tspec = tspec[:N_CHAN_TOTAL]
-          #tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
+       tspec = gen_tvg_pol(loca0)*np.conj(gen_tvg_pol(loca1))
+       #tspec = tspec[:N_CHAN_TOTAL]
+       tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
 
-          print np.all(np.equal(tspec, data[0,:,0]//(4*INTSPEC))), '\t',
+       print np.all(np.equal(tspec, data[0,:,0]/(factor*INTSPEC))), '\t',
 
-          tspec = gen_tvg_pol(loca0 +1)*np.conj(gen_tvg_pol(loca1 +1))
-          tspec = tspec[:N_CHAN_TOTAL]
-          #tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
+       tspec = gen_tvg_pol(loca0 +1)*np.conj(gen_tvg_pol(loca1 +1))
+       #tspec = tspec[:N_CHAN_TOTAL]
+       tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
 
-          print np.all(np.equal(tspec, data[0,:,1]//(4*INTSPEC)))
+       print np.all(np.equal(tspec, data[0,:,1]/(factor*INTSPEC)))

From 650ac033df6c5cffd5da2c2db011858ee214abb6 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 22 Oct 2019 23:05:37 +0000
Subject: [PATCH 313/420] remove lst array, change ntimes to reflect unique
 times

---
 src/scripts/hera_make_hdf5_template_bda.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index b0f205b7..101d6659 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -195,7 +195,9 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("Nfreqs", dtype="<i8", data=NCHANS)
     header.create_dataset("Npols",  dtype="<i8", data=4)
     header.create_dataset("Nspws",  dtype="<i8", data=1)
-    header.create_dataset("Ntimes", dtype="<i8", data=n_bls) 
+    # For BDA, Ntimes needs to be n_bls long
+    #header.create_dataset("Ntimes", dtype="<i8", data=n_bls) 
+    header.create_dataset("Ntimes", dtype="<i8", data=8)
     header.create_dataset("corr_bl_order", dtype="<i8", data=np.array(baselines))
     header.create_dataset("corr_to_hera_map", dtype="<i8", data=np.array(corr_to_hera_map))
     header.create_dataset("ant_1_array_conf", dtype="<i8", data=ant_1_array)
@@ -247,7 +249,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         header.create_dataset("longitude",   dtype="<f8", data=0.0)
 
     # lst_array needs populating by receiver. Should be center of integrations in radians
-    header.create_dataset("lst_array",   dtype="<f8", data=np.zeros(n_bls))
+    #header.create_dataset("lst_array",   dtype="<f8", data=np.zeros(n_bls))
     # time_array needs populating by receiver (should be center of integrations in JD)
     #header.create_dataset("time_array", dtype="<f8", data=np.zeros(n_bls * NTIMES))
     # uvw_needs populating by receiver: uvw = xyz(ant2) - xyz(ant1). Units, metres.

From 3e22c4c8276d8a7615bd77de071bdb369c2ba750 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 22 Oct 2019 23:06:54 +0000
Subject: [PATCH 314/420] debugging statements to trace hdf5 errors

---
 src/hera_catcher_disk_thread_bda.c | 15 +++++++--------
 1 file changed, 7 insertions(+), 8 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 48099c4d..2f472553 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -480,12 +480,11 @@ static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hsize_t nblts, hid
     hsize_t start[N_DATA_DIMS] = {bcnt, 0, 0, 0};
     hsize_t count[N_DATA_DIMS] = {nblts, 1, N_CHAN_PROCESSED, N_STOKES};
 
-    //H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL);
-    //H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf);
+    fprintf(stderr,"Start: %lld\t Nbls: %lld\n", bcnt, nblts);
 
     // Data
     if (H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL) <0){
-       hashpipe_error(__FUNCTION__, "Error selecting data hyperslab");
+       hashpipe_error(__FUNCTION__, "Error selecting data hyperslab from: %d to %d", bcnt, nblts);
     }
     if (H5Dwrite(id->visdata_did, complex_id, mem_space, id->visdata_fs, H5P_DEFAULT, visdata_buf) <0){
        hashpipe_error(__FUNCTION__, "Error writing data to file");
@@ -939,7 +938,7 @@ static void *run(hashpipe_thread_args_t * args)
              } else {
                  break_bcnt = ((strt_bcnt / bcnts_per_file) + 1) * bcnts_per_file;
              }
-             fprintf(stdout, "Breaking at bcnt: %d\n", break_bcnt);
+             fprintf(stderr, "Breaking at bcnt: %d\n", break_bcnt);
              if (break_bcnt % bcnts_per_file) {
                 fprintf(stderr,"Something is wrong\n");
              }
@@ -1046,20 +1045,20 @@ static void *run(hashpipe_thread_args_t * args)
 
              curr_file_bcnt = break_bcnt;
              block_offset = bctr + break_bcnt - strt_bcnt;
-             fprintf(stdout, "Curr file bcnt: %d\n", curr_file_bcnt);
-             fprintf(stdout, "Curr file mcnt: %ld\n", header.mcnt[block_offset]);
+             fprintf(stderr, "Curr file bcnt: %d\n", curr_file_bcnt);
+             fprintf(stderr, "Curr file mcnt: %ld\n", header.mcnt[block_offset]);
              gps_time = mcnt2time(header.mcnt[block_offset], sync_time_ms);
              julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
              file_start_t = gps_time;
              file_obs_id = (int64_t)gps_time;
 
              sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
-             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
+             fprintf(stderr, "Opening new file %s\n", hdf5_fname);
              start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
 
              #ifndef SKIP_DIFF
                sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
-               fprintf(stdout, "Opening new file %s\n", hdf5_fname);
+               fprintf(stderr, "Opening new file %s\n", hdf5_fname);
                start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
              #endif
 

From 35b57b26dff3c87f11ecf831030a1269db60b19d Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 23 Oct 2019 19:31:42 +0000
Subject: [PATCH 315/420] Move catcher ethernet core to eth4

---
 src/scripts/hera_catcher_init.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index 1533b2c3..0b6a2a79 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -14,7 +14,7 @@ myip=$(getip $(hostname))
 function init() {
   instance=0
   mask=0x003f
-  bindhost=eth3
+  bindhost=eth4
   netcpu=0
   outcpu=3
 

From 987a06ff2f51a80f4a959a2d8a9a098a0fdf796f Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 23 Oct 2019 19:34:34 +0000
Subject: [PATCH 316/420] Use processing cores on same NUMA node as eth4 NIC

---
 src/scripts/hera_catcher_init.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index 0b6a2a79..8dd4666c 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -15,8 +15,8 @@ function init() {
   instance=0
   mask=0x003f
   bindhost=eth4
-  netcpu=0
-  outcpu=3
+  netcpu=6
+  outcpu=8
 
   echo taskset $mask \
   hashpipe -p paper_gpu -I $instance \

From 067f27f996cf9dc5baf40b46e5cf5f725c4b6e30 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 24 Oct 2019 16:34:14 +0000
Subject: [PATCH 317/420] Change eth port

---
 src/scripts/hera_catcher_init.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index 76af2156..fc41a878 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -14,7 +14,7 @@ myip=$(getip $(hostname))
 function init() {
   instance=0
   mask=0x003f
-  bindhost=eth3
+  bindhost=eth4
   netcpu=0
   outcpu=3
   autocpu=5

From 5a9b1d8156e6d6efa2d56a01547ef1792591f633 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 24 Oct 2019 16:58:21 +0000
Subject: [PATCH 318/420] remove old code (no change in execution)

---
 src/hera_gpu_bda_thread.c | 9 ---------
 1 file changed, 9 deletions(-)

diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index 0454044e..14afd469 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -249,15 +249,6 @@ static int init_bda_block_header(hera_bda_block_t *bdablk, int bcnt_offset){
      for(i=0; i< binfo[j].baselines*binfo[j].samp_in_bin; i++){
        bdablk->header[j].bcnt[i] += bcnt_offset;
      }
-
-     //for(i=0; i<binfo[j].baselines; i++){
-     //  bdablk->header[j].ant_pair_0[i] = binfo[j].ant_pair_0[i];
-     //  bdablk->header[j].ant_pair_1[i] = binfo[j].ant_pair_1[i];
-
-     //  for(k=0; k<binfo[j].samp_in_bin; k++){
-     //    bdablk->header[j].bcnt[i*binfo[j].samp_in_bin + k] = binfo[j].bcnt[i*binfo[j].samp_in_bin+k] + bcnt_offset;
-     //  }
-     //}
    }
  
    return 0; 

From b8f3aac7d566bb537a158f883be4c55962709b36 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 24 Oct 2019 17:00:39 +0000
Subject: [PATCH 319/420] remove no check clause!

---
 src/tests/check_bda_uvh5_files.py | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/src/tests/check_bda_uvh5_files.py b/src/tests/check_bda_uvh5_files.py
index 2b8a6b94..ff380400 100644
--- a/src/tests/check_bda_uvh5_files.py
+++ b/src/tests/check_bda_uvh5_files.py
@@ -164,7 +164,7 @@ def gen_tvg_pol(pol, mode='ramp'):
    factor = 16
 
    uv = UVData()
-   uv.read(args.h5fname, run_check=False) #, read_data=False)
+   uv.read(args.h5fname) 
 
    cminfo = json.loads(fp['Header']['extra_keywords']['cminfo'].value) 
    ants = cminfo['antenna_numbers']
@@ -172,10 +172,6 @@ def gen_tvg_pol(pol, mode='ramp'):
 
    for a0, a1 in zip(uv.ant_1_array, uv.ant_2_array):
 
-       #if(a0==a1):
-
-       #print("({0:2d},{1:2d}) \t".format(a0,a1)),
-       #a0 = out_map[a0]; a1 = out_map[a1];
        print("({0:2d},{1:2d}) \t".format(a0,a1)),
 
        try:

From f3013cc2ced5f997f9c5b43ccecac894fe9e6726 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Fri, 25 Oct 2019 17:31:46 +0000
Subject: [PATCH 320/420] Change integration time...

... to effectively get an acc_len of 64*2048 of the non-bda version,
distribute 64*512 to the GPU and 4 to the bda_thread.
---
 src/scripts/hera_ctl.py           | 2 +-
 src/tests/check_bda_uvh5_files.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_ctl.py b/src/scripts/hera_ctl.py
index ee2d7429..c604e700 100644
--- a/src/scripts/hera_ctl.py
+++ b/src/scripts/hera_ctl.py
@@ -20,7 +20,7 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
                                  formatter_class=argparse.ArgumentDefaultsHelpFormatter)
 parser.add_argument('action',type=str,
                     help = 'Action: "start"|"stop": start|stop the correlator.')
-parser.add_argument('-n', dest='acclen', type=int, default=64*2048,
+parser.add_argument('-n', dest='acclen', type=int, default=64*512,
                     help ='Number of spectra to accumulate')
 parser.add_argument('-s', dest='slices', type=int, default=2,
                     help ='Number of slices. Eg. for HERA\'s ever/odd correlator, slices=2. \
diff --git a/src/tests/check_bda_uvh5_files.py b/src/tests/check_bda_uvh5_files.py
index ff380400..ca15777e 100644
--- a/src/tests/check_bda_uvh5_files.py
+++ b/src/tests/check_bda_uvh5_files.py
@@ -161,7 +161,7 @@ def gen_tvg_pol(pol, mode='ramp'):
 if args.fengine:
    print 'Checking data for SNAPS in test vec mode' 
 
-   factor = 16
+   factor = 4
 
    uv = UVData()
    uv.read(args.h5fname) 

From 1a051d4da64dda63f7fd0156c58f6e972d438704 Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Tue, 29 Oct 2019 17:09:36 -0700
Subject: [PATCH 321/420] Fix second trigger error...

... Fix the issue of a second trigger creating hdf5 errors.
2. Removed debugging print statements
3. Moved autocorr out of trigger loop.
---
 src/hera_catcher_disk_thread_bda.c | 153 ++++++++++++-----------------
 1 file changed, 65 insertions(+), 88 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 2f472553..2259c5f4 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -251,8 +251,6 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
 
     id->file_id = open_hdf5_from_template(template_fname, hdf5_fname);
 
-    fprintf(stdout, "Start new file!\n");
-
     // Open HDF5 header groups and create data group
     id->header_gid = H5Gopen(id->file_id, "Header", H5P_DEFAULT);
     if (id->header_gid < 0) {
@@ -480,8 +478,6 @@ static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hsize_t nblts, hid
     hsize_t start[N_DATA_DIMS] = {bcnt, 0, 0, 0};
     hsize_t count[N_DATA_DIMS] = {nblts, 1, N_CHAN_PROCESSED, N_STOKES};
 
-    fprintf(stderr,"Start: %lld\t Nbls: %lld\n", bcnt, nblts);
-
     // Data
     if (H5Sselect_hyperslab(id->visdata_fs, H5S_SELECT_SET, start, NULL, count, NULL) <0){
        hashpipe_error(__FUNCTION__, "Error selecting data hyperslab from: %d to %d", bcnt, nblts);
@@ -556,10 +552,8 @@ static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, u
     for(bcnt=0; bcnt<N_BL_PER_WRITE; bcnt++){
        offset = hera_catcher_bda_input_databuf_by_bcnt_idx32(bcnt+bl, 0);
        in_even256 = (__m256i *)(in + offset);
-       //fprintf(stdout, "Even: bcnt: %d\t offset: %d\t val: %d\n", bcnt, offset, *(in + offset));
        offset = hera_catcher_bda_input_databuf_by_bcnt_idx32(bcnt+bl, 1);
        in_odd256  = (__m256i *)(in + offset);
-       //fprintf(stdout, "Odd: bcnt: %d\t offset: %d\t val: %d\n", bcnt, offset, *(in + offset));
 
        for(xchan=0; xchan< N_CHAN_TOTAL; xchan+= CATCHER_CHAN_SUM_BDA){
           chan = xchan/CATCHER_CHAN_SUM_BDA;
@@ -755,7 +749,7 @@ static void *run(hashpipe_thread_args_t * args)
         redisCommand(c, "EXPIRE corr:is_taking_data 60");
 
         // Wait for new input block to be filled
-        while ((rv=hera_catcher_bda_input_databuf_busywait_filled(db_in, curblock_in)) != HASHPIPE_OK) {
+        while ((rv=hera_catcher_bda_input_databuf_wait_filled(db_in, curblock_in)) != HASHPIPE_OK) {
             if (rv==HASHPIPE_TIMEOUT) {
                 hashpipe_status_lock_safe(&st);
                 hputs(st.buf, status_key, "blocked_in");
@@ -768,6 +762,64 @@ static void *run(hashpipe_thread_args_t * args)
             }
         }
 
+        db_in32 = (int32_t *)db_in->block[curblock_in].data;
+        header = db_in->block[curblock_in].header;
+
+        // Got a new data block, update status
+        hashpipe_status_lock_safe(&st);
+        hputs(st.buf, status_key, "writing");
+        hputi4(st.buf, "DISKBKIN", curblock_in);
+        hputu8(st.buf, "DISKMCNT", header.mcnt[0]);
+        hputu8(st.buf, "DISKBCNT", header.bcnt[0]);
+        hashpipe_status_unlock_safe(&st);
+
+        /* Copy auto correlations to autocorr buffer */
+
+        if (auto_ants_filled == 0){
+           // Wait for next buffer to get free
+           while ((rv= hera_catcher_autocorr_databuf_wait_free(db_out, curblock_out)) != HASHPIPE_OK) {
+               if (rv==HASHPIPE_TIMEOUT) {
+                   hashpipe_status_lock_safe(&st);
+                   hputs(st.buf, status_key, "blocked redis thread");
+                   hashpipe_status_unlock_safe(&st);
+                   continue;
+               } else {
+                   hashpipe_error(__FUNCTION__, "error waiting for free databuf");
+                   pthread_exit(NULL);
+                   break;
+               }
+           }
+           for (i=0; i<N_ANTS; i++){
+               db_out->block[curblock_out].header.ant[i] = 0;
+           }
+        }
+
+        for (bctr=0; bctr < BASELINES_PER_BLOCK; bctr++){
+            // Autocorr blocks are indexed by antennas numbers (not corr numbers)
+            ant = corr_to_hera_map[header.ant_pair_0[bctr]];
+            if((header.ant_pair_0[bctr] == header.ant_pair_1[bctr]) && (db_out->block[curblock_out].header.ant[ant]==0)){
+               offset_in = hera_catcher_bda_input_databuf_by_bcnt_idx32(bctr, 0);
+               offset_out = hera_catcher_autocorr_databuf_idx32(ant);
+               memcpy((db_out->block[curblock_out].data + offset_out), (db_in32 + offset_in), N_CHAN_TOTAL*N_STOKES*2*sizeof(uint32_t));
+               auto_ants_filled++;
+               db_out->block[curblock_out].header.ant[ant] = 1;
+            } 
+        }
+
+        // If you have autocorrs of all antennas
+        // Mark output block as full and advance
+        if (auto_ants_filled == Nants){
+           // Update databuf headers
+           db_out->block[curblock_out].header.num_ants = Nants;
+           db_out->block[curblock_out].header.julian_time = compute_jd_from_mcnt(header.mcnt[bctr-1], sync_time_ms, 2);
+           if (hera_catcher_autocorr_databuf_set_filled(db_out, curblock_out) != HASHPIPE_OK) {
+              hashpipe_error(__FUNCTION__, "error marking out databuf %d full", curblock_out);
+              pthread_exit(NULL);
+           }
+           curblock_out = (curblock_out + 1) % AUTOCORR_N_BLOCKS;
+           auto_ants_filled = 0; 
+        }
+        
         // reset elapsed time counters
         elapsed_w_ns = 0.0;
         elapsed_t_ns = 0.0;
@@ -802,6 +854,7 @@ static void *run(hashpipe_thread_args_t * args)
           file_cnt = 0;
           hashpipe_status_lock_safe(&st);
           hputu4(st.buf, "TRIGGER", 0);
+          hputu4(st.buf, "NDONEFIL", file_cnt);
             
           // Get baseline distribution from redis -- this has to be done here
           // to ensure that redis database is updated before reading.
@@ -835,7 +888,7 @@ static void *run(hashpipe_thread_args_t * args)
               redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
           }
 
-        } else if (file_cnt >= nfiles) {
+        } else if (file_cnt >= nfiles || idle) {
           // If we're transitioning to idle state
           // Indicate via redis that we're no longer taking data
           if (!idle) {
@@ -862,17 +915,6 @@ static void *run(hashpipe_thread_args_t * args)
         // to a new intergation arrives, close the old file and start a new file.
 
         clock_gettime(CLOCK_MONOTONIC, &start);
-        db_in32 = (int32_t *)db_in->block[curblock_in].data;
-        header = db_in->block[curblock_in].header;
-
-        // Got a new data block, update status
-        hashpipe_status_lock_safe(&st);
-        hputs(st.buf, status_key, "writing");
-        hputi4(st.buf, "DISKBKIN", curblock_in);
-        hputu8(st.buf, "DISKMCNT", header.mcnt[0]);
-        hputu8(st.buf, "DISKBCNT", header.bcnt[0]);
-        hashpipe_status_unlock_safe(&st);
-
              
         for (bctr=0 ; bctr< BASELINES_PER_BLOCK; bctr += N_BL_PER_WRITE){
 
@@ -938,17 +980,11 @@ static void *run(hashpipe_thread_args_t * args)
              } else {
                  break_bcnt = ((strt_bcnt / bcnts_per_file) + 1) * bcnts_per_file;
              }
-             fprintf(stderr, "Breaking at bcnt: %d\n", break_bcnt);
-             if (break_bcnt % bcnts_per_file) {
-                fprintf(stderr,"Something is wrong\n");
-             }
 
              // If there is an open file, copy the relevant part of the block 
              // and close the file. Open a new file for the rest of the block.
              if (curr_file_bcnt >=0){
 
-                 //fprintf(stdout,"Copying to an existing file from %d:%d\n",strt_bcnt,break_bcnt);
-
                  // copy data
                  nbls = break_bcnt - strt_bcnt;
                  
@@ -1001,8 +1037,6 @@ static void *run(hashpipe_thread_args_t * args)
                  file_stop_t = gps_time;
                  file_duration = file_stop_t - file_start_t;
 
-                 //fprintf(stdout,"Closing the file at time: %f\n", file_stop_t);
-
                  write_header(&sum_file, time_array_buf, ant_0_array, ant_1_array);
                  close_filespaces(&sum_file);
                  close_file(&sum_file, file_stop_t, file_duration, file_nblts);
@@ -1023,11 +1057,6 @@ static void *run(hashpipe_thread_args_t * args)
                  // If this is the last file, mark this block done and get out of the loop
                  if (file_cnt >= nfiles) {
                      fprintf(stdout, "Catcher has written %d file and is going to sleep\n", file_cnt);
-                     if(hera_catcher_bda_input_databuf_set_free(db_in, curblock_in) != HASHPIPE_OK) {
-                         hashpipe_error(__FUNCTION__, "error marking catcher bda input databuf %d free", curblock_in);
-                         pthread_exit(NULL);
-                     }
-                     curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
                      curr_file_bcnt = -1; //So the next trigger will start a new file
                      break;
                  }
@@ -1036,8 +1065,6 @@ static void *run(hashpipe_thread_args_t * args)
              // Open new sum and difference files
              // Init all counters to zero
 
-             //fprintf(stdout,"Opening new file from %d:%d\n",break_bcnt,stop_bcnt);
-
              file_nblts = 0;
              memset(ant_0_array,          0, bcnts_per_file * sizeof(uint16_t));
              memset(ant_1_array,          0, bcnts_per_file * sizeof(uint16_t));
@@ -1045,25 +1072,23 @@ static void *run(hashpipe_thread_args_t * args)
 
              curr_file_bcnt = break_bcnt;
              block_offset = bctr + break_bcnt - strt_bcnt;
-             fprintf(stderr, "Curr file bcnt: %d\n", curr_file_bcnt);
-             fprintf(stderr, "Curr file mcnt: %ld\n", header.mcnt[block_offset]);
+             fprintf(stdout, "Curr file bcnt: %d\n", curr_file_bcnt);
+             fprintf(stdout, "Curr file mcnt: %ld\n", header.mcnt[block_offset]);
              gps_time = mcnt2time(header.mcnt[block_offset], sync_time_ms);
              julian_time = 2440587.5 + (gps_time / (double)(86400.0)); 
              file_start_t = gps_time;
              file_obs_id = (int64_t)gps_time;
 
              sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
-             fprintf(stderr, "Opening new file %s\n", hdf5_fname);
+             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
              start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
 
              #ifndef SKIP_DIFF
                sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
-               fprintf(stderr, "Opening new file %s\n", hdf5_fname);
+               fprintf(stdout, "Opening new file %s\n", hdf5_fname);
                start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
              #endif
 
-             //fprintf(stderr,"File start time: %f\n", file_start_t);
-
              // Get the antenna positions and baseline orders
              // These are needed for populating the ant_[1|2]_array and uvw_array
              //get_ant_pos(&sum_file, ant_pos);
@@ -1072,7 +1097,6 @@ static void *run(hashpipe_thread_args_t * args)
        
              // Copy data to the right location
              nbls = stop_bcnt - break_bcnt + 1;
-             // fprintf(stdout, "Copying nbls: %d\n", nbls);
 
              if (nbls > 0){
                 if (nbls % N_BL_PER_WRITE){
@@ -1120,53 +1144,6 @@ static void *run(hashpipe_thread_args_t * args)
           }
         }
 
-        /* Copy auto correlations to autocorr buffer */
-
-        if (auto_ants_filled == 0){
-           // Wait for next buffer to get free
-           while ((rv= hera_catcher_autocorr_databuf_wait_free(db_out, curblock_out)) != HASHPIPE_OK) {
-               if (rv==HASHPIPE_TIMEOUT) {
-                   hashpipe_status_lock_safe(&st);
-                   hputs(st.buf, status_key, "blocked redis thread");
-                   hashpipe_status_unlock_safe(&st);
-                   continue;
-               } else {
-                   hashpipe_error(__FUNCTION__, "error waiting for free databuf");
-                   pthread_exit(NULL);
-                   break;
-               }
-           }
-           for (i=0; i<N_ANTS; i++){
-               db_out->block[curblock_out].header.ant[i] = 0;
-           }
-        }
-
-        for (bctr=0; bctr < BASELINES_PER_BLOCK; bctr++){
-            // Autocorr blocks are indexed by antennas numbers (not corr numbers)
-            ant = corr_to_hera_map[header.ant_pair_0[bctr]];
-            if((header.ant_pair_0[bctr] == header.ant_pair_1[bctr]) && (db_out->block[curblock_out].header.ant[ant]==0)){
-               offset_in = hera_catcher_bda_input_databuf_by_bcnt_idx32(bctr, 0);
-               offset_out = hera_catcher_autocorr_databuf_idx32(ant);
-               memcpy((db_out->block[curblock_out].data + offset_out), (db_in32 + offset_in), N_CHAN_TOTAL*N_STOKES*2*sizeof(uint32_t));
-               auto_ants_filled++;
-               db_out->block[curblock_out].header.ant[ant] = 1;
-            } 
-        }
-
-        // If you have autocorrs of all antennas
-        // Mark output block as full and advance
-        if (auto_ants_filled == Nants){
-           // Update databuf headers
-           db_out->block[curblock_out].header.num_ants = Nants;
-           db_out->block[curblock_out].header.julian_time = compute_jd_from_mcnt(header.mcnt[bctr-1], sync_time_ms, 2);
-           if (hera_catcher_autocorr_databuf_set_filled(db_out, curblock_out) != HASHPIPE_OK) {
-              hashpipe_error(__FUNCTION__, "error marking out databuf %d full", curblock_out);
-              pthread_exit(NULL);
-           }
-           curblock_out = (curblock_out + 1) % AUTOCORR_N_BLOCKS;
-           auto_ants_filled = 0; 
-        }
-        
         clock_gettime(CLOCK_MONOTONIC, &finish);
 
         // Compute processing time for this block

From 5d0dcce03c633c6f05ca786c5b4c92070facf16d Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 30 Oct 2019 00:27:59 +0000
Subject: [PATCH 322/420] fix mcnt difference with px number

---
 src/hera_catcher_net_thread_bda.c | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/src/hera_catcher_net_thread_bda.c b/src/hera_catcher_net_thread_bda.c
index 17a312e3..a2bd8aad 100644
--- a/src/hera_catcher_net_thread_bda.c
+++ b/src/hera_catcher_net_thread_bda.c
@@ -207,14 +207,22 @@ static inline uint32_t process_packet(
   uint32_t *dest_p;
   int32_t pkt_bcnt_dist;
   uint32_t pkt_bcnt;
+  uint64_t pkt_mcnt;
   uint32_t cur_bcnt;
   uint32_t netbcnt = -1; // Value to return if a block is filled
   int b, x, t, o;
   int rv;
   uint32_t pkt_offset;
+  int time_demux_block;
 
   // Parse packet header
   get_header(p_frame, &pkt_header);
+
+  // Split the mcnt into a "pkt_mcnt" which is the same for all even/odd samples,
+  // and "time_demux_block", which indicates which even/odd block this packet came from
+  time_demux_block = (pkt_header.mcnt / Nt) % TIME_DEMUX;
+  pkt_mcnt = pkt_header.mcnt - (Nt*time_demux_block);
+
   pkt_bcnt = pkt_header.bcnt;
 
   // Lazy init binfo
@@ -309,7 +317,7 @@ static inline uint32_t process_packet(
 
     // If this is the first packet of this baseline, update header
     if(!binfo.baselines[pkt_block_i][b]){
-      db->block[pkt_block_i].header.mcnt[b] = pkt_header.mcnt;
+      db->block[pkt_block_i].header.mcnt[b] = pkt_mcnt;
       db->block[pkt_block_i].header.ant_pair_0[b] = pkt_header.ant0;
       db->block[pkt_block_i].header.ant_pair_1[b] = pkt_header.ant1;
       db->block[pkt_block_i].header.bcnt[b] = pkt_header.bcnt;

From b905213bb0ac6ebc2c129eac3d899c956fba54fa Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 30 Oct 2019 00:34:42 +0000
Subject: [PATCH 323/420] increase packet delay

---
 src/hera_bda_output_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index d1e2af9f..8d15d6cf 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -71,7 +71,7 @@ typedef struct struct_pkt {
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (8 * 8 * OUTPUT_BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (32 * 8 * OUTPUT_BYTES_PER_PACKET)
 
 // Open and connect a UDP socket to the given host and port.  Note that port is
 // a string and can be a stringified integer (e.g. "7148") or a service name

From 305319667d691f67c0a628810ba9a7afdf7211c2 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 30 Oct 2019 00:35:58 +0000
Subject: [PATCH 324/420] update mcnt only for non empty bins

---
 src/hera_gpu_bda_thread.c | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index 14afd469..5e453094 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -470,8 +470,11 @@ static void *run(hashpipe_thread_args_t * args)
 
        // Location of this sample within the bin: sample_loc
        sample_loc = (sample/(1<<j)) % binfo[j].samp_in_bin;
-       buf->header[j].mcnt[sample_loc] = idb->block[curblock_in].header.mcnt;
-          
+       if (buf->header[j].baselines > 0){
+          buf->header[j].mcnt[sample_loc] = idb->block[curblock_in].header.mcnt;
+          fprintf(stdout,"sample: %ld\t Sample_loc: %d\t mcnt:%ld\n", sample, sample_loc, buf->header[j].mcnt[sample_loc]);
+       }
+
        for(bl=0; bl< buf->header[j].baselines; bl++){
          //fprintf(stderr,"Bin:%d, 2**j:%d\n",j,(1<<j));
          ant0 = buf->header[j].ant_pair_0[bl]; 

From 463f5f176ddccfb1650d7f36c2e252d06ede05a1 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 30 Oct 2019 00:37:17 +0000
Subject: [PATCH 325/420] change cpus to be physically closer to the NIC

---
 src/scripts/hera_catcher_init.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index fc41a878..ab13f4b8 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -15,8 +15,8 @@ function init() {
   instance=0
   mask=0x003f
   bindhost=eth4
-  netcpu=0
-  outcpu=3
+  netcpu=6
+  outcpu=8
   autocpu=5
 
   if [ $USE_BDA -eq 1 ]

From a6efe79df28b5a88b1e80e26fdb561836ca0c56a Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 30 Oct 2019 00:37:55 +0000
Subject: [PATCH 326/420] Speed up script...

... Copy the config file instead of creating it again. Sleep lesser.
---
 src/scripts/hera_catcher_up.py | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 45e47119..72f37de7 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -5,6 +5,7 @@
 import argparse
 import subprocess
 import numpy as np
+import os
 
 perf_tweaker = 'tweak-perf-sn.sh'
 init = 'hera_catcher_init.sh'
@@ -71,8 +72,10 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     print 'Create configuration file'
     p = subprocess.Popen(bda_config_cmd + ['-c', '-r', '/tmp/bdaconfig.txt'])
     p.wait()
-    run_on_hosts([args.host], python_source_cmd + [';'] + bda_config_cmd + ['-c','-r', '/tmp/bdaconfig.txt'], wait=True)
-    time.sleep(10)
+    #run_on_hosts([args.host], python_source_cmd + [';'] + bda_config_cmd + ['-c','-r', '/tmp/bdaconfig.txt'], wait=True)
+    os.system('scp "%s" "%s:%s"' % ('/tmp/bdaconfig.txt','hera-sn1', '/tmp/bdaconfig.txt') )
+    
+time.sleep(10)
 
 # Generate the meta-data template
 if args.bda:

From 424b8664a1c67f7388096f628872f9c2282db321 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 30 Oct 2019 00:41:06 +0000
Subject: [PATCH 327/420] Fix empty uvw array, constant Ntimes...

... Convert ant_1_array and ant_2_array from config file into
hera antenna numbers to update the correct uvw array. Fix Ntimes to
a constant value to reflect the config file.
---
 src/scripts/hera_make_hdf5_template_bda.py | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 101d6659..ff11f52a 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -176,11 +176,10 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         r = redis.Redis("redishost")
         fenginfo = r.hgetall("init_configuration")
         corr_to_hera_map = get_corr_to_hera_map(r, nants_data=192, nants=192)
-        # Baselines in the config file are already in hera antenna numbers
-        #for n in range(baselines.shape[0]):
-        #    baselines[n] = [corr_to_hera_map[baselines[n,0]], corr_to_hera_map[baselines[n,1]]]
-        #ant_1_array = np.array([x for (x,y) in baselines])
-        #ant_2_array = np.array([y for (x,y) in baselines])
+        for n in range(baselines.shape[0]):
+            baselines[n] = [corr_to_hera_map[baselines[n,0]], corr_to_hera_map[baselines[n,1]]]
+        ant_1_array = np.array([x for (x,y) in baselines])
+        ant_2_array = np.array([y for (x,y) in baselines])
 
     else:
         fenginfo = None
@@ -197,7 +196,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("Nspws",  dtype="<i8", data=1)
     # For BDA, Ntimes needs to be n_bls long
     #header.create_dataset("Ntimes", dtype="<i8", data=n_bls) 
-    header.create_dataset("Ntimes", dtype="<i8", data=8)
+    header.create_dataset("Ntimes", dtype="<i8", data=2)
     header.create_dataset("corr_bl_order", dtype="<i8", data=np.array(baselines))
     header.create_dataset("corr_to_hera_map", dtype="<i8", data=np.array(corr_to_hera_map))
     header.create_dataset("ant_1_array_conf", dtype="<i8", data=ant_1_array)

From 1ab587eaee09baa35ad61568325fa8b086ab05d6 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 30 Oct 2019 00:46:31 +0000
Subject: [PATCH 328/420] bug fixes and updates to non-BDA test script

---
 src/tests/check_xcorr_ordering_uvh5.py | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/src/tests/check_xcorr_ordering_uvh5.py b/src/tests/check_xcorr_ordering_uvh5.py
index ef8679e2..08356a78 100644
--- a/src/tests/check_xcorr_ordering_uvh5.py
+++ b/src/tests/check_xcorr_ordering_uvh5.py
@@ -2,7 +2,7 @@
 from pyuvdata import UVData
 import argparse
 import h5py
-import pickle
+import json
 
 NCHANS = 1536
 INTSPEC = 131072*2
@@ -36,14 +36,14 @@ def gen_tvg_pol(pol, mode='ramp'):
 args=parser.parse_args()
 
 fp = h5py.File(args.uvh5_file)
-cminfo = pickle.loads(fp['Header']['extra_keywords']['cminfo'].value)
+cminfo = json.loads(fp['Header']['extra_keywords']['cminfo'].value)
 fp.close()
 
 uvd = UVData()
 uvd.read_uvh5(args.uvh5_file, run_check=False)
 ant_pairs = uvd.get_antpairs()
 
-shape = list(np.shape(uvd.get_data(0,0)))
+shape = list(np.shape(uvd.get_data(ant_pairs[0])))
 zeros_all = np.zeros(shape)
 zeros_pol = np.zeros(shape[0:-1])
 pols = ['xx','yy','xy','yx']
@@ -56,9 +56,9 @@ def gen_tvg_pol(pol, mode='ramp'):
     try:
         if not np.all(uvd.get_data(a1,a2) == zeros_all):
             ants.append((a1,a2))
-            for i in range(4):
-                if np.all(np.imag(uvd.get_data(a1,a2)[:,:,i]) == zeros_pol):
-                    print pols[i], a1, a2
+            #for i in range(4):
+            #    if np.all(np.imag(uvd.get_data(a1,a2)[:,:,i]) == zeros_pol):
+            #        print pols[i], a1, a2
     except(KeyError):
         pass
 
@@ -72,12 +72,12 @@ def gen_tvg_pol(pol, mode='ramp'):
             snaploc_a1 = snap_pol_map[cminfo['correlator_inputs'][idx_a1][0][:-11]]
             snaploc_a2 = snap_pol_map[cminfo['correlator_inputs'][idx_a2][0][:-11]]
 
-            tspec = gen_tvg_pol(snaploc_a1)*np.conj(snaploc_a2)
+            tspec = gen_tvg_pol(snaploc_a1)*np.conj(gen_tvg_pol(snaploc_a2))
             tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
 
-            print a1,a2, np.all(tspec == uvd.get_data(a1,a2)[0,:,0]/INTSPEC)
+            print a1,a2, np.all(np.equal(tspec, uvd.get_data(a2,a1)[0,:,0]/INTSPEC))
 
-            tspec = gen_tvg_pol(snaploc_a1+1)*np.conj(snaploc_a2+1)
+            tspec = gen_tvg_pol(snaploc_a1+1)*np.conj(gen_tvg_pol(snaploc_a2+1))
             tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
 
-            print a1,a2, np.all(tspec == uvd.get_data(a1,a2)[0,:,1]/INTSPEC)
+            print a1,a2, np.all(np.equal(tspec, uvd.get_data(a2,a1)[0,:,1]/INTSPEC))

From d8fcd3384c1fa3c2773fb526eabe6847919022db Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 31 Oct 2019 20:46:12 +0000
Subject: [PATCH 329/420] add python env path to args

---
 src/scripts/hera_catcher_up.py | 13 +++++++++----
 1 file changed, 9 insertions(+), 4 deletions(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 72f37de7..2b3a01e1 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -9,7 +9,6 @@
 
 perf_tweaker = 'tweak-perf-sn.sh'
 init = 'hera_catcher_init.sh'
-python_source_cmd = ['source', '~/hera-venv/bin/activate']
 bda_config_cmd = ['hera_create_bda_config.py']
 template_cmd = ['hera_make_hdf5_template.py']
 
@@ -39,9 +38,15 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
 parser.add_argument('--redislog', dest='redislog', action='store_true', default=False,
                     help='Use the redis logger to duplicate log messages on redishost\'s log-channel pubsub stream')
+parser.add_argument('--pypath', dest='pypath', type=str, default="/home/hera/hera-venv",
+                    help='The path to a python virtual environment which will be activated prior to running paper_init. ' +
+                         'Only relevant if using the --redislog flag, which uses a python redis interface')
 
 args = parser.parse_args()
 
+# Environment sourcing command required to run remote python jobs
+python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
+
 r = redis.Redis(args.redishost)
 
 # Run performance tweaking script
@@ -55,7 +60,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
    init_args += ['-r']
 
 # Start Catcher
-run_on_hosts([args.host], ['cd', '/data;', init] + init_args + ['0'], wait=True)
+run_on_hosts([args.host], python_source_cmd + ['cd', '/data;', init] + init_args + ['0'], wait=True)
 time.sleep(15)
 
 # Start hashpipe<->redis gateways
@@ -79,9 +84,9 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 
 # Generate the meta-data template
 if args.bda:
-   run_on_hosts([args.host], python_source_cmd + [';'] + ['hera_make_hdf5_template_bda.py'] + ['-c', '-r', args.hdf5template], wait=True)
+   run_on_hosts([args.host], python_source_cmd + ['hera_make_hdf5_template_bda.py'] + ['-c', '-r', args.hdf5template], wait=True)
 else:
-   run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
+   run_on_hosts([args.host], python_source_cmd + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
 
 #Configure runtime parameters
 catcher_dict = {

From 7a1924cd1ff673bfa4d4759caa529057d93a45b9 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 31 Oct 2019 20:47:08 +0000
Subject: [PATCH 330/420] remove debugging print

---
 src/hera_gpu_bda_thread.c | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index 5e453094..e91cd024 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -472,7 +472,6 @@ static void *run(hashpipe_thread_args_t * args)
        sample_loc = (sample/(1<<j)) % binfo[j].samp_in_bin;
        if (buf->header[j].baselines > 0){
           buf->header[j].mcnt[sample_loc] = idb->block[curblock_in].header.mcnt;
-          fprintf(stdout,"sample: %ld\t Sample_loc: %d\t mcnt:%ld\n", sample, sample_loc, buf->header[j].mcnt[sample_loc]);
        }
 
        for(bl=0; bl< buf->header[j].baselines; bl++){

From cd6ebcbfb88ff98713289d1503040b1846842ebf Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 31 Oct 2019 22:07:09 +0000
Subject: [PATCH 331/420] change default to running BDA

---
 src/scripts/hera_catcher_take_data.py | 2 +-
 src/scripts/hera_catcher_up.py        | 2 +-
 src/scripts/xtor_up.py                | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/scripts/hera_catcher_take_data.py b/src/scripts/hera_catcher_take_data.py
index 5ed96456..4f6a17c1 100644
--- a/src/scripts/hera_catcher_take_data.py
+++ b/src/scripts/hera_catcher_take_data.py
@@ -6,7 +6,7 @@
 import subprocess
 
 python_source_cmd = ['source', '~/hera-venv/bin/activate']
-template_cmd = ['hera_make_hdf5_template.py']
+template_cmd = ['hera_make_hdf5_template_bda.py']
 
 def run_on_hosts(hosts, cmd, user=None, wait=True):
     if isinstance(cmd, str):
diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 2b3a01e1..15a05762 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -32,7 +32,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
 parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', 
                     help='Place to put HDF5 header template file')
-parser.add_argument('--bda', dest='bda', action='store_true', default=False,
+parser.add_argument('--nobda', dest='bda', action='store_false', default=True,
                     help='Use the baseline dependent averaging version')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index a6b089ac..e27a30b4 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -42,7 +42,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Use the IB Verbs netthread. Experimental!')
 parser.add_argument('--redislog', dest='redislog', action='store_true', default=False,
                     help='Use the redis logger to duplicate log messages on redishost\'s log-channel pubsub stream')
-parser.add_argument('--bda', dest='bda', action='store_true', default=False,
+parser.add_argument('--nobda', dest='bda', action='store_false', default=True,
                     help='Use baseline dependent averaging. (Beta)')
 parser.add_argument('--test', dest='test', action='store_true', default=False,
                     help='Run BDA in test vector mode')

From 84c3fb8db09a116e534eb08d2f0ef4b74fc05531 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 7 Nov 2019 05:03:00 +0000
Subject: [PATCH 332/420] Change mcnt header...

... Change the length of mcnt array to be total_baselines long.
Include debugging statement to check for missing samples.
Account for timing of BDA thread correctly.
---
 src/hera_bda_output_thread.c | 30 ++++++++++++++++++++++++++++--
 src/hera_gpu_bda_thread.c    | 19 ++++++++++++-------
 src/paper_databuf.h          |  2 +-
 3 files changed, 41 insertions(+), 10 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 8d15d6cf..bef248b2 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -73,6 +73,12 @@ typedef struct struct_pkt {
 // With 16 nodes, amounts to 6.4 Gbps of data
 #define PACKET_DELAY_NS (32 * 8 * OUTPUT_BYTES_PER_PACKET)
 
+static uint32_t get_bcnt_from_mcnt(uint64_t mcnt, uint64_t start_mcnt, 
+                                   int int_count, int total_baseslines){
+    uint64_t sample = (mcnt - (start_mcnt+int_count)) / (TIME_DEMUX * int_count);
+    return (sample/N_MAX_INTTIME)*total_baselines;
+}
+
 // Open and connect a UDP socket to the given host and port.  Note that port is
 // a string and can be a stringified integer (e.g. "7148") or a service name
 // (e.g. "ntp").  Returns -1 on error, otherwise a valid descriptor for an open
@@ -201,6 +207,10 @@ static void *run(hashpipe_thread_args_t * args)
    hera_bda_block_t *buf;
    unsigned int n_samples;
    uint64_t datoffset;
+   uint64_t start_bda_mcount;
+   uint64_t total_baselines;
+   int int_count;
+   uint32_t exp_bcnt;
 
    while (run_threads()) {
 
@@ -223,6 +233,13 @@ static void *run(hashpipe_thread_args_t * args)
        }
      }
 
+     hashpipe_status_lock_safe(&st);
+     hputs(st.buf, status_key, "processing");
+     hgeti8(st.buf, "INTSYNC", (long int *)&start_bda_mcount);
+     hgeti4(st.buf, "INTCOUNT", &int_count);
+     hgeti8(st.buf, "NBDABLS", (long int *)&total_baselines);
+     hashpipe_status_unlock_safe(&st);
+
      clock_gettime(CLOCK_MONOTONIC, &start);
      nbytes = 0;
 
@@ -254,14 +271,23 @@ static void *run(hashpipe_thread_args_t * args)
 
            for(i=0; i<n_samples; i++){ // Number of time samples of one baseline
 
+             // Before sending each packet, check that the bcnt and mcnt pair
+             // are correct. That there is no mismatch.
+             exp_bcnt = get_bcnt_from_mcnt(buf->header[j].bcnt[bl*n_samples + i],
+                                           start_bda_mcount, int_count, 
+                                           total_baselines);
+
+             if (exp_bcnt != buf->header[j].bcnt[bl*n_samples+i]){
+                fprintf(stderr, "output_thread(): Expencted bcnt %d but got bcnt %d\n", exp_bcnt, buf->header[j].bcnt[bl*n_samples + i]);
+             }
+
              pkt.hdr.baseline_id = BASELINE_ID(buf->header[j].bcnt[bl*n_samples + i]);
-             pkt.hdr.timestamp = TIMESTAMP(buf->header[j].mcnt[i]);
+             pkt.hdr.timestamp = TIMESTAMP(buf->header[j].mcnt[bl*n_samples + i]);
              offset = 0;
            
              for(chan=0; chan<N_CHAN_PER_X; chan+= CHAN_PER_CATCHER_PKT){
 
                pkt.hdr.offset = OFFSET(offset);
-               //datoffset = 0;
                // hera_bda_buf_data_idx(l,s,b,c,p)
                datoffset = hera_bda_buf_data_idx((bl*n_samples + i), chan, 0);
                for(p=0; p<OUTPUT_BYTES_PER_PACKET/sizeof(pktdata_t); p++){
diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index e91cd024..e92058e4 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -323,6 +323,7 @@ static void *run(hashpipe_thread_args_t * args)
    hputu8(st.buf, "NBL4SEC", binfo[1].baselines);
    hputu8(st.buf, "NBL8SEC", binfo[2].baselines);
    hputu8(st.buf, "NBL16SEC",binfo[3].baselines);
+   hputu8(st.buf, "NBDABLS", total_baseslines);
    hputu4(st.buf, "BDASAMP", 0);
    hashpipe_status_unlock_safe(&st);
 
@@ -336,6 +337,7 @@ static void *run(hashpipe_thread_args_t * args)
        buf->header[j].ant_pair_0 = (uint16_t *) malloc(binfo[j].baselines * sizeof(uint16_t));
        buf->header[j].ant_pair_1 = (uint16_t *) malloc(binfo[j].baselines * sizeof(uint16_t));
        buf->header[j].bcnt       = (uint32_t *) malloc(binfo[j].baselines * binfo[j].samp_in_bin * sizeof(uint32_t));
+       buf->header[j].mcnt       = (uint64_t *) malloc(binfo[j].baselines * binfo[j].samp_in_bin * sizeof(uint64_t));
      }
      
      init_bda_block_header(buf, 0);
@@ -367,6 +369,7 @@ static void *run(hashpipe_thread_args_t * args)
    int int_count; // number of mcnts integrated in GPU
    uint64_t start_bda_mcount; // mcount to start BD integration 
    uint64_t sample = 0;
+   uint64_t prev_samp = -1;
    int sample_loc, bl_samp_loc;
 
    while (run_threads()) {
@@ -380,7 +383,7 @@ static void *run(hashpipe_thread_args_t * args)
            != HASHPIPE_OK) {
        if (rv==HASHPIPE_TIMEOUT) {
            hashpipe_status_lock_safe(&st);
-           hputs(st.buf, status_key, "blocked");
+           hputs(st.buf, status_key, "blocked_in");
            hashpipe_status_unlock_safe(&st);
            continue;
        } else {
@@ -425,17 +428,20 @@ static void *run(hashpipe_thread_args_t * args)
      hgeti4(st.buf, "INTCOUNT", &int_count);
      hashpipe_status_unlock_safe(&st);
 
-     clock_gettime(CLOCK_MONOTONIC, &start);
-
      sample = get_sample_from_mcnt(idb->block[curblock_in].header.mcnt, 
                                    start_bda_mcount+int_count, int_count);
+     if (sample != (prev_samp+1)){
+        fprintf(stderr, "Missed sample %ld!!\n", prev_samp);
+        prev_samp = sample-1;
+     }
+     prev_samp++;
 
      if (sample%N_MAX_INTTIME == 0){
         // Wait for new output block to be free
         while ((rv=hera_bda_databuf_wait_free(odb, curblock_out)) != HASHPIPE_OK) {
             if (rv==HASHPIPE_TIMEOUT) {
                 hashpipe_status_lock_safe(&st);
-                hputs(st.buf, status_key, "blocked");
+                hputs(st.buf, status_key, "blocked_out");
                 hashpipe_status_unlock_safe(&st);
                 continue;
             } else {
@@ -460,6 +466,7 @@ static void *run(hashpipe_thread_args_t * args)
      hputu4(st.buf, "BDASAMP", sample);
      hashpipe_status_unlock_safe(&st);
      
+     clock_gettime(CLOCK_MONOTONIC, &start);
 
      /* Perform the baseline dependent averaging  */
 
@@ -470,9 +477,6 @@ static void *run(hashpipe_thread_args_t * args)
 
        // Location of this sample within the bin: sample_loc
        sample_loc = (sample/(1<<j)) % binfo[j].samp_in_bin;
-       if (buf->header[j].baselines > 0){
-          buf->header[j].mcnt[sample_loc] = idb->block[curblock_in].header.mcnt;
-       }
 
        for(bl=0; bl< buf->header[j].baselines; bl++){
          //fprintf(stderr,"Bin:%d, 2**j:%d\n",j,(1<<j));
@@ -482,6 +486,7 @@ static void *run(hashpipe_thread_args_t * args)
 
          // baseline dependent offset of this sample
          bl_samp_loc = bl*binfo[j].samp_in_bin + sample_loc;
+         buf->header[j].mcnt[bl_samp_loc] = idb->block[curblock_in].header.mcnt;
 
          //fprintf(stderr, "blk:%d\tant0:%d\tant1:%d\tbcnt:%d\n",curblock_out,ant0,ant1,buf->header[j].bcnt[bl_samp_loc]);
 
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index bbc6d732..021ab5a2 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -268,7 +268,7 @@ typedef struct paper_output_databuf {
 
 
 typedef struct hera_bda_header{
-  uint64_t mcnt[8];               // mcnt of the first time sample in the data
+  uint64_t *mcnt;               // mcnt of the first time sample in the data
   uint64_t datsize;               // size of buffer (from no. baselines)
   uint64_t baselines;
   uint16_t *ant_pair_0;

From c16dd77e1847a836d2828673c3531acead81dd1e Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 7 Nov 2019 05:06:26 +0000
Subject: [PATCH 333/420] Do *not* mark filled on receiving all packets...

... Initialize block on the bcnt that it should be, not the
bcnt of the packet received. Mark the current block filled
*only* when you recieve packet for the block after. Minor:
change print statements to stdout.
---
 src/hera_catcher_net_thread_bda.c | 49 +++++++++++++------------------
 1 file changed, 21 insertions(+), 28 deletions(-)

diff --git a/src/hera_catcher_net_thread_bda.c b/src/hera_catcher_net_thread_bda.c
index a2bd8aad..1da5a395 100644
--- a/src/hera_catcher_net_thread_bda.c
+++ b/src/hera_catcher_net_thread_bda.c
@@ -140,7 +140,7 @@ static uint32_t set_block_filled(hera_catcher_bda_input_databuf_t *db, block_inf
   block_missed_xengs = block_missed_pkt_cnt / (PACKETS_PER_BL_PER_X * BASELINES_PER_BLOCK);
   block_missed_mod_cnt = block_missed_pkt_cnt % (PACKETS_PER_BL_PER_X * BASELINES_PER_BLOCK); 
 
-  //fprintf(stderr,"Missed packets: %ld\tMissed Xengs:%ld\t", block_missed_pkt_cnt, block_missed_xengs);
+  //fprintf(stdout,"Missed packets: %ld\tMissed Xengs:%ld\t", block_missed_pkt_cnt, block_missed_xengs);
 
   // Update status buffer
   hashpipe_status_lock_busywait_safe(st_p);
@@ -190,12 +190,6 @@ static inline void initialize_block_info(block_info_t * binfo){
 // NETMCNT, so it is important that values other than -1 are returned rarely
 // (i.e. when marking a block as filled)!!!
 
-//static inline uint32_t process_packet(
-//  hera_catcher_bda_input_databuf_t *db, unsigned char *p_frame){
-//  uint32_t netbcnt = 32;
-//  return netbcnt;
-//}
-
 static inline uint32_t process_packet(
   hera_catcher_bda_input_databuf_t *db, unsigned char *p_frame){
 
@@ -228,13 +222,13 @@ static inline uint32_t process_packet(
   // Lazy init binfo
   if(!binfo.initialized){
     // This is the first packet received
-    fprintf(stderr,"Initializing binfo..!\n");
+    fprintf(stdout,"Initializing binfo..!\n");
     initialize_block_info(&binfo);
 
     first_bcnt = 0; //pkt_bcnt;
     binfo.bcnt_start = pkt_bcnt;
 
-    fprintf(stderr,"Initializing the first blocks..\n");
+    fprintf(stdout,"Initializing the first blocks..\n");
     // Initialize the newly acquired blocks
     initialize_block(db, pkt_bcnt); 
     initialize_block(db, pkt_bcnt+BASELINES_PER_BLOCK); 
@@ -243,9 +237,9 @@ static inline uint32_t process_packet(
   pkt_block_i = block_for_bcnt(pkt_bcnt);
   cur_bcnt = binfo.bcnt_start;
 
-  //fprintf(stderr, "curr:%d\tnext:%d\t",binfo.block_curr, binfo.block_next);
-  //fprintf(stderr, "bcnt:%d\tblock_id:%d\n",pkt_header.bcnt, pkt_block_i);
-  //fprintf(stderr, "xeng:%d\n",pkt_header.xeng_id);
+  //fprintf(stdout, "curr:%d\tnext:%d\t",binfo.block_curr, binfo.block_next);
+  //fprintf(stdout, "bcnt:%d\tblock_id:%d\n",pkt_header.bcnt, pkt_block_i);
+  //fprintf(stdout, "xeng:%d\n",pkt_header.xeng_id);
 
   // Packet bcnt distance (how far away is this packet's bcnt from the
   // current bcnt).  Positive distance for pcnt mcnts > current mcnt.
@@ -257,19 +251,15 @@ static inline uint32_t process_packet(
   if (0 <= pkt_bcnt_dist && pkt_bcnt_dist < 3*BASELINES_PER_BLOCK){
     // If the packet is for the block after the next block (i.e. current 
     // block + 2 blocks), mark the current block as filled.
-    if ((pkt_bcnt_dist >= 2*BASELINES_PER_BLOCK) || (binfo.block_packet_counter[binfo.block_i] == PACKETS_PER_BLOCK)){
+    if (pkt_bcnt_dist >= 2*BASELINES_PER_BLOCK){
        
        netbcnt = set_block_filled(db, &binfo);
-       //fprintf(stderr,"Filled Block: %d from bcnt: %d to bcnt: %d\n", binfo.block_i, db->block[binfo.block_i].header.bcnt[0], 
+       //fprintf(stdout,"Filled Block: %d from bcnt: %d to bcnt: %d\n", binfo.block_i, db->block[binfo.block_i].header.bcnt[0], 
        //                                                               db->block[binfo.block_i].header.bcnt[BASELINES_PER_BLOCK-1]);
 
        // Update binfo
        cur_bcnt += BASELINES_PER_BLOCK;
        binfo.bcnt_start += BASELINES_PER_BLOCK;
-       binfo.block_packet_counter[binfo.block_i] = 0;
-       memset(binfo.flags[binfo.block_i],     1, PACKETS_PER_BLOCK*sizeof(char));
-       memset(binfo.baselines[binfo.block_i], 0, BASELINES_PER_BLOCK*sizeof(char));
-
        binfo.block_i = (binfo.block_i+1) % CATCHER_N_BLOCKS; 
 
        // Wait (hopefully not long!) to acquire the block after next.
@@ -291,7 +281,10 @@ static inline uint32_t process_packet(
        }
 
        // Initialize the newly acquired block
-       initialize_block(db, pkt_bcnt); 
+       initialize_block(db, cur_bcnt+BASELINES_PER_BLOCK); 
+       binfo.block_packet_counter[binfo.pkt_block_i] = 0;
+       memset(binfo.flags[binfo.pkt_block_i],     1, PACKETS_PER_BLOCK*sizeof(char));
+       memset(binfo.baselines[binfo.pkt_block_i], 0, BASELINES_PER_BLOCK*sizeof(char));
 
        // Reset out-of-seq counter
        binfo.out_of_seq_cnt = 0;
@@ -303,8 +296,8 @@ static inline uint32_t process_packet(
     t = (pkt_header.mcnt/Nt) % TIME_DEMUX;  //Nt = 2
     o = pkt_header.offset;
     pkt_offset = hera_catcher_bda_input_databuf_pkt_offset(b, t, x, o);
-    //fprintf(stderr, "bcnt-loc:%d\txeng:%d\ttime:%d\tpktoffset:%d\n",b,x,t,o);
-    //fprintf(stderr, "offset: %d\n", pkt_offset);
+    //fprintf(stdout, "bcnt-loc:%d\txeng:%d\ttime:%d\tpktoffset:%d\n",b,x,t,o);
+    //fprintf(stdout, "offset: %d\n", pkt_offset);
     
     // Copy data into buffer with byte swap
     payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t)); 
@@ -313,7 +306,7 @@ static inline uint32_t process_packet(
     for(i=0; i<(pkt_header.payload_len>>2); i++){
       dest_p[i] = be32toh(payload_p[i]);
     }
-    //fprintf(stderr,"bcnt:%d\t block_id:%d\t Pkt cntr: %lu\n",b, pkt_block_i, binfo.block_packet_counter[pkt_block_i]);
+    //fprintf(stdout,"bcnt:%d\t block_id:%d\t Pkt cntr: %lu\n",b, pkt_block_i, binfo.block_packet_counter[pkt_block_i]);
 
     // If this is the first packet of this baseline, update header
     if(!binfo.baselines[pkt_block_i][b]){
@@ -460,7 +453,7 @@ static void *run(hashpipe_thread_args_t * args){
   int holdoff = 1;
 
   // Force ourself into the hold off state
-  fprintf(stderr, "Setting CNETHOLD state to 1.Waiting for someone to set it to 0\n");
+  fprintf(stdout, "Setting CNETHOLD state to 1.Waiting for someone to set it to 0\n");
   hashpipe_status_lock_safe(&st);
   hputi4(st.buf, "CNETHOLD", 1);
   hputs(st.buf, status_key, "holding");
@@ -474,12 +467,12 @@ static void *run(hashpipe_thread_args_t * args){
       // Done holding, so delete the key
       hdel(st.buf, "CNETHOLD");
       hputs(st.buf, status_key, "starting");
-      fprintf(stderr, "Starting...\n");
+      fprintf(stdout, "Starting...\n");
     }
     hashpipe_status_unlock_safe(&st);
   }
 
-  fprintf(stderr,"Waiting to acquire two blocks to start!\n");
+  fprintf(stdout,"Waiting to acquire two blocks to start!\n");
 
   // Acquire first two blocks to start
   if(hera_catcher_bda_input_databuf_busywait_free(db, 0) != HASHPIPE_OK){
@@ -555,9 +548,9 @@ static void *run(hashpipe_thread_args_t * args){
   struct timespec recv_start, recv_stop;
 
 
-  fprintf(stderr,"Starting to collect packets..\n");
-  fprintf(stderr,"Channels per catcher packet:%ld\n",CHAN_PER_CATCHER_PKT);
-  fprintf(stderr,"Packets per block: %ld\n",PACKETS_PER_BLOCK);
+  fprintf(stdout,"Starting to collect packets..\n");
+  fprintf(stdout,"Channels per catcher packet:%ld\n",CHAN_PER_CATCHER_PKT);
+  fprintf(stdout,"Packets per block: %ld\n",PACKETS_PER_BLOCK);
 
   while (run_threads()) {
     // Read packet

From c13292e0915a98984582e5c1ee2194584c8d91e9 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 7 Nov 2019 05:12:56 +0000
Subject: [PATCH 334/420] lax criteria for auto ants

---
 src/hera_catcher_disk_thread_bda.c | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 2259c5f4..7d9c656e 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -777,7 +777,7 @@ static void *run(hashpipe_thread_args_t * args)
 
         if (auto_ants_filled == 0){
            // Wait for next buffer to get free
-           while ((rv= hera_catcher_autocorr_databuf_wait_free(db_out, curblock_out)) != HASHPIPE_OK) {
+           while ((rv= hera_catcher_autocorr_databuf_busywait_free(db_out, curblock_out)) != HASHPIPE_OK) {
                if (rv==HASHPIPE_TIMEOUT) {
                    hashpipe_status_lock_safe(&st);
                    hputs(st.buf, status_key, "blocked redis thread");
@@ -808,7 +808,7 @@ static void *run(hashpipe_thread_args_t * args)
 
         // If you have autocorrs of all antennas
         // Mark output block as full and advance
-        if (auto_ants_filled == Nants){
+        if (auto_ants_filled >= Nants){
            // Update databuf headers
            db_out->block[curblock_out].header.num_ants = Nants;
            db_out->block[curblock_out].header.julian_time = compute_jd_from_mcnt(header.mcnt[bctr-1], sync_time_ms, 2);

From a464c4c0639848470210b3136b2e1ecdefca326e Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 7 Nov 2019 05:14:42 +0000
Subject: [PATCH 335/420] typo fix in print statement

---
 src/scripts/paper_init.sh | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index c37824d4..92ead630 100644
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -205,7 +205,8 @@ function init() {
       -o XID=$xid \
       -c $netcpu $netthread \
       -m $flfcpu paper_fluff_thread \
-      -c $gpucpu hera_gpu_bda_thread \
+      -c $gpucpu paper_gpu_thread \
+      -c $bdacpu hera_gpu_bda_thread \
       -c $outcpu hera_bda_output_thread
     if [ $USE_REDIS -eq 1 ]
     then

From d548bd99626cb38d92211c23d175ac31575dd79c Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 7 Nov 2019 16:53:00 +0000
Subject: [PATCH 336/420] typo fix in baselines

---
 src/hera_gpu_bda_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index e92058e4..d04914f2 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -323,7 +323,7 @@ static void *run(hashpipe_thread_args_t * args)
    hputu8(st.buf, "NBL4SEC", binfo[1].baselines);
    hputu8(st.buf, "NBL8SEC", binfo[2].baselines);
    hputu8(st.buf, "NBL16SEC",binfo[3].baselines);
-   hputu8(st.buf, "NBDABLS", total_baseslines);
+   hputu8(st.buf, "NBDABLS", total_baselines);
    hputu4(st.buf, "BDASAMP", 0);
    hashpipe_status_unlock_safe(&st);
 

From ee56462823748a30485ea7d8808fa4d4219dd38c Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 7 Nov 2019 16:53:43 +0000
Subject: [PATCH 337/420] typo fix for pkt_block_i

---
 src/hera_catcher_net_thread_bda.c | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/hera_catcher_net_thread_bda.c b/src/hera_catcher_net_thread_bda.c
index 1da5a395..e31220c4 100644
--- a/src/hera_catcher_net_thread_bda.c
+++ b/src/hera_catcher_net_thread_bda.c
@@ -282,9 +282,9 @@ static inline uint32_t process_packet(
 
        // Initialize the newly acquired block
        initialize_block(db, cur_bcnt+BASELINES_PER_BLOCK); 
-       binfo.block_packet_counter[binfo.pkt_block_i] = 0;
-       memset(binfo.flags[binfo.pkt_block_i],     1, PACKETS_PER_BLOCK*sizeof(char));
-       memset(binfo.baselines[binfo.pkt_block_i], 0, BASELINES_PER_BLOCK*sizeof(char));
+       binfo.block_packet_counter[pkt_block_i] = 0;
+       memset(binfo.flags[pkt_block_i],     1, PACKETS_PER_BLOCK*sizeof(char));
+       memset(binfo.baselines[pkt_block_i], 0, BASELINES_PER_BLOCK*sizeof(char));
 
        // Reset out-of-seq counter
        binfo.out_of_seq_cnt = 0;

From 2adeab7442cf2daef1d037f6fc7aca0c4219b6e6 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 7 Nov 2019 16:54:15 +0000
Subject: [PATCH 338/420] Remove bcnt-mcnt check...

... it is not trivial to reconstruct the bcnt given
an antenna pair. Difficult to construct this check.
---
 src/hera_bda_output_thread.c | 27 ---------------------------
 1 file changed, 27 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index bef248b2..a2e44e4a 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -73,12 +73,6 @@ typedef struct struct_pkt {
 // With 16 nodes, amounts to 6.4 Gbps of data
 #define PACKET_DELAY_NS (32 * 8 * OUTPUT_BYTES_PER_PACKET)
 
-static uint32_t get_bcnt_from_mcnt(uint64_t mcnt, uint64_t start_mcnt, 
-                                   int int_count, int total_baseslines){
-    uint64_t sample = (mcnt - (start_mcnt+int_count)) / (TIME_DEMUX * int_count);
-    return (sample/N_MAX_INTTIME)*total_baselines;
-}
-
 // Open and connect a UDP socket to the given host and port.  Note that port is
 // a string and can be a stringified integer (e.g. "7148") or a service name
 // (e.g. "ntp").  Returns -1 on error, otherwise a valid descriptor for an open
@@ -207,10 +201,6 @@ static void *run(hashpipe_thread_args_t * args)
    hera_bda_block_t *buf;
    unsigned int n_samples;
    uint64_t datoffset;
-   uint64_t start_bda_mcount;
-   uint64_t total_baselines;
-   int int_count;
-   uint32_t exp_bcnt;
 
    while (run_threads()) {
 
@@ -233,13 +223,6 @@ static void *run(hashpipe_thread_args_t * args)
        }
      }
 
-     hashpipe_status_lock_safe(&st);
-     hputs(st.buf, status_key, "processing");
-     hgeti8(st.buf, "INTSYNC", (long int *)&start_bda_mcount);
-     hgeti4(st.buf, "INTCOUNT", &int_count);
-     hgeti8(st.buf, "NBDABLS", (long int *)&total_baselines);
-     hashpipe_status_unlock_safe(&st);
-
      clock_gettime(CLOCK_MONOTONIC, &start);
      nbytes = 0;
 
@@ -271,16 +254,6 @@ static void *run(hashpipe_thread_args_t * args)
 
            for(i=0; i<n_samples; i++){ // Number of time samples of one baseline
 
-             // Before sending each packet, check that the bcnt and mcnt pair
-             // are correct. That there is no mismatch.
-             exp_bcnt = get_bcnt_from_mcnt(buf->header[j].bcnt[bl*n_samples + i],
-                                           start_bda_mcount, int_count, 
-                                           total_baselines);
-
-             if (exp_bcnt != buf->header[j].bcnt[bl*n_samples+i]){
-                fprintf(stderr, "output_thread(): Expencted bcnt %d but got bcnt %d\n", exp_bcnt, buf->header[j].bcnt[bl*n_samples + i]);
-             }
-
              pkt.hdr.baseline_id = BASELINE_ID(buf->header[j].bcnt[bl*n_samples + i]);
              pkt.hdr.timestamp = TIMESTAMP(buf->header[j].mcnt[bl*n_samples + i]);
              offset = 0;

From 9b1b84c4daacc65d599d4e039658d702fb19cff7 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Fri, 8 Nov 2019 09:41:56 -0800
Subject: [PATCH 339/420] Add special case of single host, multiple time slices

---
 src/scripts/xtor_up.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 6961dcbb..fdd97c04 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -78,10 +78,15 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(3)
 
 # Configure the X-engines as even/odd correlators
-for hn, host in enumerate(hosts):
+if (len(hosts) == 1) and (args.timeslices != 1):
    for i in range(args.ninstances):
       key = 'hashpipe://%s/%d/set' % (host, i)
-      r.publish(key, 'TIMEIDX=%d' % (hn//nhosts_per_timeslice))
+      r.publish(key, 'TIMEIDX=%d' % (args.ninstances))
+else: 
+   for hn, host in enumerate(hosts):
+      for i in range(args.ninstances):
+         key = 'hashpipe://%s/%d/set' % (host, i)
+         r.publish(key, 'TIMEIDX=%d' % (hn//nhosts_per_timeslice))
 
 # Let the network threads begin processing
 for hn, host in enumerate(hosts):

From 53586d34029e4c4d13ca1254601b046cc881e6ff Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 13 Nov 2019 00:46:52 +0000
Subject: [PATCH 340/420] add option for bda to be False

---
 src/scripts/hera_catcher_up.py | 10 +++++-----
 src/scripts/xtor_up.py         |  8 ++++----
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 15a05762..59b0c8b4 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -32,7 +32,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
 parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', 
                     help='Place to put HDF5 header template file')
-parser.add_argument('--nobda', dest='bda', action='store_false', default=True,
+parser.add_argument('--nobda', dest='nobda', action='store_true', default=False,
                     help='Use the baseline dependent averaging version')
 parser.add_argument('--runtweak', dest='runtweak', action='store_true', default=False,
                     help='Run the tweaking script %s on X-hosts prior to starting the correlator' % perf_tweaker)
@@ -54,7 +54,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     run_on_hosts([args.host], perf_tweaker, user='root', wait=True)
 
 init_args = []
-if args.bda:
+if not args.nobda:
    init_args += ['-a']
 if args.redislog:
    init_args += ['-r']
@@ -73,7 +73,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 # Upload config file location
 # NOTE: This has to come before template generation!
 # Generate the BDA config file and upload to redis
-if args.bda:
+if not args.nobda:
     print 'Create configuration file'
     p = subprocess.Popen(bda_config_cmd + ['-c', '-r', '/tmp/bdaconfig.txt'])
     p.wait()
@@ -83,7 +83,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(10)
 
 # Generate the meta-data template
-if args.bda:
+if not args.nobda:
    run_on_hosts([args.host], python_source_cmd + ['hera_make_hdf5_template_bda.py'] + ['-c', '-r', args.hdf5template], wait=True)
 else:
    run_on_hosts([args.host], python_source_cmd + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
@@ -108,7 +108,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 r.publish(pubchan, 'MISSEDPK=0')
 
 # If BDA is requested, write distribution to redis
-if args.bda:
+if not args.nobda:
    baselines = {}
    Nants = 0
    for n in range(4):
diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index e27a30b4..6c9dfb07 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -42,8 +42,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
                     help='Use the IB Verbs netthread. Experimental!')
 parser.add_argument('--redislog', dest='redislog', action='store_true', default=False,
                     help='Use the redis logger to duplicate log messages on redishost\'s log-channel pubsub stream')
-parser.add_argument('--nobda', dest='bda', action='store_false', default=True,
-                    help='Use baseline dependent averaging. (Beta)')
+parser.add_argument('--nobda', dest='nobda', action='store_true', default=False,
+                    help='Use baseline dependent averaging.')
 parser.add_argument('--test', dest='test', action='store_true', default=False,
                     help='Run BDA in test vector mode')
 parser.add_argument('--pypath', dest='pypath', type=str, default="/home/hera/hera-venv",
@@ -69,7 +69,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     init_args += ['-i']
 if args.redislog:
     init_args += ['-r']
-if args.bda:
+if not args.nobda:
     init_args += ['-a']
 if args.test:
     init_args += ['-t']
@@ -92,7 +92,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 time.sleep(3)
 
 # Generate the BDA config file and upload to redis
-if args.bda:
+if not args.nobda:
     python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
     run_on_hosts(hosts, python_source_cmd + bda_config_cmd + ["-c", "-r", args.bdaconf], wait=True)
 

From 16a94d3e4b4af30e2fc0868bd82aaf0baf1a9a45 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 13 Nov 2019 00:47:45 +0000
Subject: [PATCH 341/420] infer integration time from redis

---
 src/hera_catcher_disk_thread_bda.c         | 9 +++++++--
 src/scripts/hera_make_hdf5_template_bda.py | 2 +-
 2 files changed, 8 insertions(+), 3 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 7d9c656e..67731c4f 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -424,10 +424,11 @@ static void get_corr_to_hera_map(hdf5_id_t *id, int *corr_to_hera_map) {
 
 
 /* Get the integration time for each baseline from header (set by config file) */
-static void get_integration_time(hdf5_id_t *id, double *integration_time_buf) {
+static void get_integration_time(hdf5_id_t *id, double *integration_time_buf, uint32_t acc_len) {
 
     hid_t dataset_id;
     herr_t status;
+    int i;
     dataset_id = H5Dopen(id->header_gid, "integration_time", H5P_DEFAULT);
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to open Header/integration_time dataset");
@@ -442,6 +443,10 @@ static void get_integration_time(hdf5_id_t *id, double *integration_time_buf) {
     if (status < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close Header/integration_time dataset");
     }
+
+    for(i=0; i< bcnts_per_file; i++){
+       integration_time_buf[i] *= acc_len * TIME_DEMUX * 2L * N_CHAN_TOTAL_GENERATED/(double)FENG_SAMPLE_RATE;
+    } 
 }
 
 /*
@@ -1093,7 +1098,7 @@ static void *run(hashpipe_thread_args_t * args)
              // These are needed for populating the ant_[1|2]_array and uvw_array
              //get_ant_pos(&sum_file, ant_pos);
              get_corr_to_hera_map(&sum_file, corr_to_hera_map);
-             get_integration_time(&sum_file, integration_time_buf);
+             get_integration_time(&sum_file, integration_time_buf, acc_len);
        
              // Copy data to the right location
              nbls = stop_bcnt - break_bcnt + 1;
diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index ff11f52a..8a69ed2b 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -141,7 +141,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     for i,t in enumerate(config[:,2]):
         if (t!=0):
            baselines.append([(config[i,0], config[i,1])]*(8//t))
-           integration_time.append(np.repeat(t*2, int(8//t)))
+           integration_time.append(np.repeat(t, int(8//t)))
     baselines = np.concatenate(baselines)
     integration_time = np.asarray(np.concatenate(integration_time), dtype=np.float64)
 

From f041b81951b24645b97c917ccd12becdc6bf3130 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 13 Nov 2019 00:51:42 +0000
Subject: [PATCH 342/420] changed redis to sharedmem in comments

---
 src/hera_catcher_disk_thread_bda.c | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 67731c4f..ca6b0e6f 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -722,7 +722,7 @@ static void *run(hashpipe_thread_args_t * args)
     memset(bl_buf_sum,  0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
     memset(bl_buf_diff, 0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * 2 * sizeof(int32_t));
 
-    // Init here, realloc after reading baseline distribution from redis
+    // Init here, realloc after reading baseline distribution from sharedmem
     double *integration_time_buf = (double *)malloc(1 * sizeof(double));
     double *time_array_buf       = (double *)malloc(1 * sizeof(double));
     int *ant_0_array             =    (int *)malloc(1 * sizeof(int));
@@ -829,7 +829,7 @@ static void *run(hashpipe_thread_args_t * args)
         elapsed_w_ns = 0.0;
         elapsed_t_ns = 0.0;
 
-        // Get template filename from redis
+        // Get template filename from sharedmem
         hashpipe_status_lock_safe(&st);
         hgets(st.buf, "HDF5TPLT", 128, template_fname);
 
@@ -861,7 +861,7 @@ static void *run(hashpipe_thread_args_t * args)
           hputu4(st.buf, "TRIGGER", 0);
           hputu4(st.buf, "NDONEFIL", file_cnt);
             
-          // Get baseline distribution from redis -- this has to be done here
+          // Get baseline distribution from sharedmem -- this has to be done here
           // to ensure that redis database is updated before reading.
           hgetu8(st.buf,"BDANANT", &Nants);
           hgetu8(st.buf,"NBL2SEC", &baseline_dist[0]);

From a9408b24160f6e6b38d0761d6e7332ada6880a77 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 13 Nov 2019 16:17:29 -0800
Subject: [PATCH 343/420] Throttle output

---
 src/hera_gpu_output_thread.c | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index 70bd01f1..100b950c 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -69,9 +69,7 @@ static XGPUInfo xgpu_info;
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-//#define PACKET_DELAY_NS (4 * XENG_CHAN_SUM * 8*OUTPUT_BYTES_PER_PACKET)
-// Blast the packets!
-#define PACKET_DELAY_NS (0)
+#define PACKET_DELAY_NS (OUTPUT_BYTES_PER_PACKET>>2)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;

From 48f4554c55d859ecf7722964c1e8e2f086d1bfe3 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 13 Nov 2019 16:17:48 -0800
Subject: [PATCH 344/420] Print warning when a burst has an abnormally large
 packet number

---
 src/hera_ibv_thread.c | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/src/hera_ibv_thread.c b/src/hera_ibv_thread.c
index d10d8c7b..cc6e49a6 100644
--- a/src/hera_ibv_thread.c
+++ b/src/hera_ibv_thread.c
@@ -614,7 +614,7 @@ static void *run(hashpipe_thread_args_t * args)
     hibv_ctx.send_pkt_num = 1;
     hibv_ctx.recv_pkt_num = 8192;
     hibv_ctx.pkt_size_max = 5000;
-    hibv_ctx.max_flows = 4;
+    hibv_ctx.max_flows = 2;
 
     fprintf(stdout, "Initializing IBV socket\n");
     if(hashpipe_ibv_init(&hibv_ctx)) {
@@ -802,7 +802,7 @@ static void *run(hashpipe_thread_args_t * args)
                 ns_per_wait = (float)elapsed_wait_ns / packet_count;
                 ns_per_recv = (float)elapsed_recv_ns / packet_count;
                 ns_per_proc = (float)elapsed_proc_ns / packet_count;
-                fprintf(stdout, "ns_per_recv: %f, total_ns: %lu, packet count: %lu\n", ns_per_recv, elapsed_recv_ns, packet_count);
+                //fprintf(stdout, "ns_per_recv: %f, total_ns: %lu, packet count: %lu\n", ns_per_recv, elapsed_recv_ns, packet_count);
 
                 hashpipe_status_lock_busywait_safe(&st);
 
@@ -861,6 +861,10 @@ static void *run(hashpipe_thread_args_t * args)
         hputu8(st.buf, "BURSTPKT", burst_packet_count);
         hashpipe_status_unlock_safe(&st);
 
+        // Warn if it looks like overflows are a danger
+        if (burst_packet_count*2 > hibv_ctx.recv_pkt_num) {
+           fprintf(stderr, "WARNING: got %lu packets in last burst\n", burst_packet_count);
+        }
 	// Release packets
         if (hashpipe_ibv_release_pkts(&hibv_ctx, hibv_rpkt)) {
 	    hashpipe_error(__FUNCTION__, "error releasing packets");

From e21c3d8b77ad8a7e41af7477558a17fc6c40ced2 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 13 Nov 2019 16:18:27 -0800
Subject: [PATCH 345/420] Fix missed packet count logic. Boost n blocks to 16

---
 src/paper_databuf.h | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 80f65589..c29e4e02 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -30,13 +30,16 @@
 #define N_CHAN_PER_X         XGPU_NFREQUENCY
 
 // Derived from above quantities
-#define N_FENGINES		N_ANTS
+#define N_FENGINES		((N_INPUTS / N_INPUTS_PER_PACKET) * N_INPUTS_PER_PACKET)
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / N_TIME_PER_PACKET)
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK N_TIME_PER_BLOCK
 //#define N_SUB_BLOCKS_PER_INPUT_BLOCK (N_TIME_PER_BLOCK / 2048)
 #define N_BYTES_PER_BLOCK            (N_TIME_PER_BLOCK * N_CHAN_PER_X * N_INPUTS)
-#define N_PACKETS_PER_BLOCK          (N_BYTES_PER_BLOCK / N_BYTES_PER_PACKET)
-#define N_PACKETS_PER_BLOCK_PER_F    (N_PACKETS_PER_BLOCK * N_INPUTS_PER_PACKET / 2 / N_FENGINES)
+// Number of bytes per block if we assume an integral number of SNAP boards,
+// with all other antennas being fake padding required for XGPU sizing compliance.
+#define N_BYTES_PER_BLOCK_NET        (N_TIME_PER_BLOCK * N_CHAN_PER_X * N_FENGINES)
+#define N_PACKETS_PER_BLOCK          (N_BYTES_PER_BLOCK_NET / N_BYTES_PER_PACKET)
+#define N_PACKETS_PER_BLOCK_PER_F    (N_INPUTS_PER_PACKET * N_PACKETS_PER_BLOCK / N_FENGINES)
 // Number of X-engines per time slice. E.g. for HERA: 16.
 #define N_XENGINES_PER_TIME (N_CHAN_TOTAL / N_CHAN_PER_X)
 
@@ -45,7 +48,7 @@
 #error N_BYTES_PER_PACKET != (N_TIME_PER_PACKET*N_CHAN_PER_PACKET*N_INPUTS_PER_PACKET)
 #endif
 
-#define N_FLUFFED_BYTES_PER_BLOCK  ((N_PACKETS_PER_BLOCK * N_BYTES_PER_PACKET) * 2)
+#define N_FLUFFED_BYTES_PER_BLOCK  (N_BYTES_PER_BLOCK * 2)
 #define N_FLUFFED_WORDS_PER_BLOCK (N_FLUFFED_BYTES_PER_BLOCK / 8) 
 
 // Number of floats in xGPU's "register tile order" output matrix.
@@ -82,7 +85,7 @@
  * INPUT BUFFER STRUCTURES
  */
 
-#define N_INPUT_BLOCKS 4
+#define N_INPUT_BLOCKS 16
 #ifndef N_DEBUG_INPUT_BLOCKS
 #define N_DEBUG_INPUT_BLOCKS 0
 #endif

From 6764efd3cfd8eed8f0a106ef1597983146112065 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 13 Nov 2019 16:19:25 -0800
Subject: [PATCH 346/420] Make special case for testing even/odd samples on a
 single server

---
 src/scripts/hera_ctl.py | 23 ++++++++++++++++-------
 src/scripts/xtor_up.py  |  2 +-
 2 files changed, 17 insertions(+), 8 deletions(-)

diff --git a/src/scripts/hera_ctl.py b/src/scripts/hera_ctl.py
index f2fea947..54127ce3 100755
--- a/src/scripts/hera_ctl.py
+++ b/src/scripts/hera_ctl.py
@@ -35,6 +35,8 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
                     help ='Number of X-engine instances per GPU host')
 parser.add_argument('-r', dest='redishost', type=str, default='redishost',
                     help ='Hostname of redis server')
+parser.add_argument('-S', dest='slice_by_xbox', action="store_true",
+                    help ='Set to true to do even/odd samples on the same X-box')
 args = parser.parse_args()
 
 if args.action not in ['start', 'stop']:
@@ -80,13 +82,20 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     # See the docstring at https://github.com/david-macmahon/rb-hashpipe/blob/master/bin/hashpipe_redis_gateway.rb
     # for details about formatting
     
-    for slice in range(args.slices):
-        msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt + slice*MCNT_STEP_SIZE, acclen)
-        for host in range(args.xhosts):
-            hostname = 'px%d' % (slice * args.xhosts + host + 1)
-            rdb.publish('hashpipe://%s/0/set' % hostname, msg)
-            rdb.publish('hashpipe://%s/1/set' % hostname, msg)
-        #rdb.publish("hashpipe:///set", msg)
+    if args.slice_by_xbox:
+        for host in range(args.slices * args.xhosts):
+            hostname = 'px%d' % (host + 1)
+            for slice in range(args.slices):
+                msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt + slice*MCNT_STEP_SIZE, acclen)
+                rdb.publish('hashpipe://%s/%s/set' % (hostname, slice), msg)
+                rdb.publish('hashpipe://%s/%s/set' % (hostname, slice), msg)
+    else:
+        for slice in range(args.slices):
+            msg = 'INTSYNC=%d\nINTCOUNT=%d\nINTSTAT=start\nOUTDUMPS=0' % (trig_mcnt + slice*MCNT_STEP_SIZE, acclen)
+            for host in range(args.xhosts):
+                hostname = 'px%d' % (slice * args.xhosts + host + 1)
+                rdb.publish('hashpipe://%s/0/set' % hostname, msg)
+                rdb.publish('hashpipe://%s/1/set' % hostname, msg)
 
     rdb['corr:trig_mcnt'] = trig_mcnt
     rdb['corr:trig_time'] = trig_time
diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index b6063e9f..20d3b36b 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -81,7 +81,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 if (len(hosts) == 1) and (args.timeslices != 1):
    for i in range(args.ninstances):
       key = 'hashpipe://%s/%d/set' % (host, i)
-      r.publish(key, 'TIMEIDX=%d' % (args.ninstances))
+      r.publish(key, 'TIMEIDX=%d' % (i))
 else: 
    for hn, host in enumerate(hosts):
       for i in range(args.ninstances):

From 188648bdc0fdd3e83d2f272e5909b95a74478605 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 13 Nov 2019 16:19:52 -0800
Subject: [PATCH 347/420] Play with core affinities

---
 src/scripts/paper_init.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index 67a21893..0cb04d93 100755
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -133,8 +133,8 @@ case ${hostname} in
     instances=( 
       #                               GPU       NET FLF GPU OUT
       # mask  bind_host               DEV  XID  CPU CPU CPU CPU
-      "0x00ff eth3                     0  $xid0  0   0x000e   4   5" # Instance 0, eth3
-      "0xff00 eth5                     1  $xid1  8   0x0e00  12  13" # Instance 1, eth5
+      "0x00ff eth3                     0  $xid0  0   0x001c   5   6" # Instance 0, eth3
+      "0xff00 eth5                     1  $xid1  8   0x1c00  13  14" # Instance 1, eth5
     );;
 
   *)

From 92b8268eafb66b7fbe943e582f1ab262fd8eacc3 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 13 Nov 2019 21:19:08 -0800
Subject: [PATCH 348/420] Correctly pass gpu_bda mask

$10 is the first argument, with a "0" appended.
${10} is the tenth argument!
---
 src/scripts/paper_init.sh | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index fa855ba1..23d81174 100644
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -131,9 +131,10 @@ case ${hostname} in
     xid1=$(( 2*(mypx-1) + 1))
 
     instances=( 
+      #                               GPU       NET    FLF   GPU  OUT  BDA
       # mask  bind_host               DEV  XID  CPU    CPU   CPU  CPU  CPU
-      "0x00ff eth3                     0  $xid0  0   0x000e   4    5    6 " # Instance 0, eth3
-      "0xff00 eth5                     1  $xid1  8   0x0e00  12   13   14 " # Instance 1, eth5
+      "0x00ff eth3                     0  $xid0  0   0x000e   4    5    6" # Instance 0, eth3
+      "0xff00 eth5                     1  $xid1  8   0x0e00  12   13   14" # Instance 1, eth5
     );;
 
   *)
@@ -152,7 +153,7 @@ function init() {
   flfcpu=$7
   gpucpu=$8
   outcpu=$9
-  bdacpu=$10
+  bdacpu=${10}
 
   if [ -z "${mask}" ]
   then

From 8d1d4fec89c9a0a23dc41bc4daf52d2e0b065f8b Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 13 Nov 2019 21:20:20 -0800
Subject: [PATCH 349/420] Speed up output

---
 src/hera_bda_output_thread.c | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index a2e44e4a..9eb01e40 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -71,7 +71,7 @@ typedef struct struct_pkt {
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (32 * 8 * OUTPUT_BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (8 * OUTPUT_BYTES_PER_PACKET)
 
 // Open and connect a UDP socket to the given host and port.  Note that port is
 // a string and can be a stringified integer (e.g. "7148") or a service name
@@ -213,7 +213,7 @@ static void *run(hashpipe_thread_args_t * args)
            != HASHPIPE_OK) {
        if (rv==HASHPIPE_TIMEOUT) {
            hashpipe_status_lock_safe(&st);
-           hputs(st.buf, status_key, "blocked");
+           hputs(st.buf, status_key, "blocked_in");
            hashpipe_status_unlock_safe(&st);
            continue;
        } else {

From b731ec8ec2ff4070be658cd66764a15e0f870fe0 Mon Sep 17 00:00:00 2001
From: Jack H <jack@h>
Date: Wed, 13 Nov 2019 21:20:49 -0800
Subject: [PATCH 350/420] Add option to run without needing to access the site
 database

---
 src/scripts/xtor_up.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 883e88b6..fad8e747 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -43,7 +43,9 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 parser.add_argument('--redislog', dest='redislog', action='store_true', default=False,
                     help='Use the redis logger to duplicate log messages on redishost\'s log-channel pubsub stream')
 parser.add_argument('--nobda', dest='nobda', action='store_true', default=False,
-                    help='Use baseline dependent averaging.')
+                    help='Do not use baseline dependent averaging.')
+parser.add_argument('--nodatabase', dest='nodatabase', action='store_true', default=False,
+                    help='Don\'t try to get configuration from the site database.')
 parser.add_argument('--test', dest='test', action='store_true', default=False,
                     help='Run BDA in test vector mode')
 parser.add_argument('--pypath', dest='pypath', type=str, default="/home/hera/hera-venv",
@@ -94,7 +96,10 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 # Generate the BDA config file and upload to redis
 if not args.nobda:
     python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
-    run_on_hosts(hosts, python_source_cmd + bda_config_cmd + ["-c", "-r", args.bdaconf], wait=True)
+    if args.nodatabase:
+        run_on_hosts(hosts, python_source_cmd + bda_config_cmd + [args.bdaconf], wait=True)
+    else:
+        run_on_hosts(hosts, python_source_cmd + bda_config_cmd + ["-c", "-r", args.bdaconf], wait=True)
 
     for hn,host in enumerate(hosts):
        for i in range(args.ninstances):

From 865b658ef5711aa1710856b6ae4b39ba40808b89 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Thu, 14 Nov 2019 18:58:46 +0000
Subject: [PATCH 351/420] remove hera_corr_f import

---
 src/scripts/hera_create_bda_config.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/scripts/hera_create_bda_config.py b/src/scripts/hera_create_bda_config.py
index c74be95b..37c6f8eb 100644
--- a/src/scripts/hera_create_bda_config.py
+++ b/src/scripts/hera_create_bda_config.py
@@ -9,7 +9,6 @@
 import time
 import copy
 import redis
-from hera_corr_f import helpers
 
 NANTS = 352
 

From 5b41b481292298f5d78d9fd894ecff5a09760cf4 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Fri, 15 Nov 2019 00:09:11 +0000
Subject: [PATCH 352/420] increase packet delay, change status key to comply
 with redis

---
 src/hera_bda_output_thread.c | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 9eb01e40..baaf321d 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -71,7 +71,7 @@ typedef struct struct_pkt {
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (8 * OUTPUT_BYTES_PER_PACKET)
+#define PACKET_DELAY_NS (4 * 8 * OUTPUT_BYTES_PER_PACKET)
 
 // Open and connect a UDP socket to the given host and port.  Note that port is
 // a string and can be a stringified integer (e.g. "7148") or a service name
@@ -213,7 +213,7 @@ static void *run(hashpipe_thread_args_t * args)
            != HASHPIPE_OK) {
        if (rv==HASHPIPE_TIMEOUT) {
            hashpipe_status_lock_safe(&st);
-           hputs(st.buf, status_key, "blocked_in");
+           hputs(st.buf, status_key, "blocked");
            hashpipe_status_unlock_safe(&st);
            continue;
        } else {

From 413a22dec92711b43ff8d822f4c48f145e736e10 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Fri, 15 Nov 2019 00:10:38 +0000
Subject: [PATCH 353/420] Config file in catcher...

... Create the config file in catcher and not local machine.
The config file needs to exist locally to update the baselines per
bin in hashpipe but you can scp it to the local machine.
---
 src/scripts/hera_catcher_up.py | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 59b0c8b4..92f8c3a5 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -45,7 +45,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 args = parser.parse_args()
 
 # Environment sourcing command required to run remote python jobs
-python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
+python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate"), ";"]
 
 r = redis.Redis(args.redishost)
 
@@ -75,10 +75,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 # Generate the BDA config file and upload to redis
 if not args.nobda:
     print 'Create configuration file'
-    p = subprocess.Popen(bda_config_cmd + ['-c', '-r', '/tmp/bdaconfig.txt'])
-    p.wait()
-    #run_on_hosts([args.host], python_source_cmd + [';'] + bda_config_cmd + ['-c','-r', '/tmp/bdaconfig.txt'], wait=True)
-    os.system('scp "%s" "%s:%s"' % ('/tmp/bdaconfig.txt','hera-sn1', '/tmp/bdaconfig.txt') )
+    run_on_hosts([args.host], python_source_cmd + bda_config_cmd + ['-c','-r', '/tmp/bdaconfig.txt'], wait=True)
+    os.system('scp "%s:%s" "%s" ' % ('hera-sn1', '/tmp/bdaconfig.txt','/tmp/bdaconfig.txt') )
     
 time.sleep(10)
 

From ada1bc39279cbbc12fe6a8c23903fd108bb3c063 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Fri, 15 Nov 2019 01:05:19 +0000
Subject: [PATCH 354/420] change integration time to intregration bin header

---
 src/hera_catcher_disk_thread_bda.c         | 22 ++++++++++++++++++----
 src/scripts/hera_make_hdf5_template_bda.py |  8 ++++----
 2 files changed, 22 insertions(+), 8 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index ca6b0e6f..f30be658 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -80,6 +80,7 @@ typedef struct {
     hid_t flags_did;
     hid_t nsamples_did;
     hid_t time_array_did;
+    hid_t integration_time_did;
     hid_t uvw_array_did;
     hid_t ant_1_array_did;
     hid_t ant_2_array_did;
@@ -87,6 +88,7 @@ typedef struct {
     hid_t flags_fs;
     hid_t nsamples_fs;
     hid_t time_array_fs;
+    hid_t integration_time_fs;
     hid_t uvw_array_fs;
     hid_t ant_1_array_fs;
     hid_t ant_2_array_fs;
@@ -233,9 +235,16 @@ static void init_headers_dataset(hdf5_id_t *id) {
        pthread_exit(NULL);
    }
 
+    id->integration_time_did = H5Dcreate(id->header_gid, "integration_time", H5T_NATIVE_DOUBLE, file_space, H5P_DEFAULT, plist, H5P_DEFAULT);
+    if (id->integration_time_did < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to create integration_time dataset");
+        pthread_exit(NULL);
+    }
+
    id->time_array_fs = H5Dget_space(id->time_array_did);
    id->ant_1_array_fs = H5Dget_space(id->ant_1_array_did);
    id->ant_2_array_fs = H5Dget_space(id->ant_2_array_did);
+   id->integration_time_fs = H5Dget_space(id->integration_time_did);
 
    H5Pclose(plist);
    H5Sclose(file_space);
@@ -429,7 +438,7 @@ static void get_integration_time(hdf5_id_t *id, double *integration_time_buf, ui
     hid_t dataset_id;
     herr_t status;
     int i;
-    dataset_id = H5Dopen(id->header_gid, "integration_time", H5P_DEFAULT);
+    dataset_id = H5Dopen(id->header_gid, "integration_bin", H5P_DEFAULT);
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to open Header/integration_time dataset");
         pthread_exit(NULL);
@@ -515,7 +524,7 @@ static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hsize_t nblts, hid
  * Write: time, ant0, ant1
  */
 
-static void write_header(hdf5_id_t *id, double *time_array_buf, int *ant_0_array, int *ant_1_array)
+static void write_header(hdf5_id_t *id, double *time_array_buf, int *ant_0_array, int *ant_1_array, double *integration_time_buf)
 {  
    // time stamp of integration
    if (H5Dwrite(id->time_array_did, H5T_NATIVE_DOUBLE, H5S_ALL, H5S_ALL, H5P_DEFAULT, time_array_buf) < 0) {
@@ -531,6 +540,11 @@ static void write_header(hdf5_id_t *id, double *time_array_buf, int *ant_0_array
    if (H5Dwrite(id->ant_2_array_did, H5T_NATIVE_INT, H5S_ALL, H5S_ALL, H5P_DEFAULT, ant_1_array) < 0) {
        hashpipe_error(__FUNCTION__, "Error writing ant_2_array");
    }
+
+   // integration_time
+   if (H5Dwrite(id->integration_time_did, H5T_NATIVE_DOUBLE, H5S_ALL, H5S_ALL, H5P_DEFAULT, integration_time_buf) < 0) {
+       hashpipe_error(__FUNCTION__, "Error writing integration time");
+   }
 }
 
 // Get the even-sample / first-pol / first-complexity of the correlation buffer for chan `c` baseline `b`
@@ -1042,12 +1056,12 @@ static void *run(hashpipe_thread_args_t * args)
                  file_stop_t = gps_time;
                  file_duration = file_stop_t - file_start_t;
 
-                 write_header(&sum_file, time_array_buf, ant_0_array, ant_1_array);
+                 write_header(&sum_file, time_array_buf, ant_0_array, ant_1_array, integration_time_buf);
                  close_filespaces(&sum_file);
                  close_file(&sum_file, file_stop_t, file_duration, file_nblts);
 
                  #ifndef SKIP_DIFF 
-                 write_header(&diff_file, time_array_buf, ant_0_array, ant_1_array);
+                 write_header(&diff_file, time_array_buf, ant_0_array, ant_1_array, integration_time_buf);
                  close_filespaces(&diff_file);
                  close_file(&diff_file, file_stop_t, file_duration, file_nblts);
                  #endif
diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 8a69ed2b..be1f393d 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -136,14 +136,14 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     N_MAX_INTTIME = 8
     config = np.loadtxt(config, dtype=np.int)
     baselines = []
-    integration_time = []
+    integration_bin = []
 
     for i,t in enumerate(config[:,2]):
         if (t!=0):
            baselines.append([(config[i,0], config[i,1])]*(8//t))
-           integration_time.append(np.repeat(t, int(8//t)))
+           integration_bin.append(np.repeat(t, int(8//t)))
     baselines = np.concatenate(baselines)
-    integration_time = np.asarray(np.concatenate(integration_time), dtype=np.float64)
+    integration_bin = np.asarray(np.concatenate(integration_bin), dtype=np.float64)
 
     ant_1_array = np.array([x for (x,y) in baselines])
     ant_2_array = np.array([y for (x,y) in baselines])
@@ -206,7 +206,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=freqs) #TODO Get from config
     header.create_dataset("history",   data=np.string_("%s: Template file created\n" % time.ctime()))
     header.create_dataset("instrument", data=np.string_(INSTRUMENT))
-    header.create_dataset("integration_time", dtype="<f8", data=integration_time)
+    header.create_dataset("integration_bin", dtype="<f8", data=integration_bin)
     header.create_dataset("object_name", data=np.string_("zenith"))
     header.create_dataset("phase_type",  data=np.string_("drift"))
     header.create_dataset("polarization_array", dtype="<i8", data=[-5, -6, -7, -8])

From 4be02c276f4b3ab7f3cea73d737e553b61b0f1e7 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Fri, 15 Nov 2019 10:26:30 -0800
Subject: [PATCH 355/420] Add redis keys for BDA branch

---
 src/hera_catcher_disk_thread_bda.c | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index f30be658..35247b63 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -706,6 +706,9 @@ static void *run(hashpipe_thread_args_t * args)
     redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
     redisCommand(c, "EXPIRE corr:is_taking_data 60");
 
+    // Reinitialize the list of files taken this session
+    redisCommand(c, "DEL rtp:file_list");
+
     /* Loop(s) */
     int32_t *db_in32;
     hera_catcher_bda_input_header_t header;
@@ -919,6 +922,10 @@ static void *run(hashpipe_thread_args_t * args)
               hashpipe_error(__FUNCTION__, "error marking databuf %d free", curblock_in);
               pthread_exit(NULL);
           }
+          if (use_redis) {
+            // Let RTP know we have a new session available
+            redisCommand(c, "HMSET rtp:has_new_data state True");
+          }
           curblock_in = (curblock_in + 1) % CATCHER_N_BLOCKS;
           continue;
         }
@@ -1101,11 +1108,17 @@ static void *run(hashpipe_thread_args_t * args)
              sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
              fprintf(stdout, "Opening new file %s\n", hdf5_fname);
              start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+             if (use_redis) {
+               redisCommand(c, "RPUSH rtp:file_list %s", hdf5_fname);
+             }
 
              #ifndef SKIP_DIFF
                sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
                fprintf(stdout, "Opening new file %s\n", hdf5_fname);
                start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+               if (use_redis) {
+                 redisCommand(c, "RPUSH rtp:file_list %s", hdf5_fname);
+               }
              #endif
 
              // Get the antenna positions and baseline orders

From 982aa27e27e973bc75aa7810e4fcc8665e7c9f6f Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Fri, 15 Nov 2019 20:31:12 +0000
Subject: [PATCH 356/420] Remove skip diff

---
 src/hera_catcher_disk_thread_bda.c | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index f30be658..bbb8434d 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -40,7 +40,6 @@
 #define N_CHAN_PROCESSED (N_CHAN_TOTAL / (CATCHER_CHAN_SUM_BDA))
 #define N_CHAN_RECEIVED (N_CHAN_TOTAL)
 #define N_BL_PER_WRITE (32)
-#define SKIP_DIFF
 
 #define CPTR(VAR,CONST) ((VAR)=(CONST),&(VAR))
 

From f2833ce04115823e8b7064d18d4a111fb98ee484 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Fri, 15 Nov 2019 23:53:53 +0000
Subject: [PATCH 357/420] close integration time filespace

---
 src/hera_catcher_disk_thread_bda.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index bbb8434d..f3284caa 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -88,7 +88,6 @@ typedef struct {
     hid_t nsamples_fs;
     hid_t time_array_fs;
     hid_t integration_time_fs;
-    hid_t uvw_array_fs;
     hid_t ant_1_array_fs;
     hid_t ant_2_array_fs;
 } hdf5_id_t;
@@ -404,6 +403,7 @@ static void close_filespaces(hdf5_id_t *id)
     H5Sclose(id->time_array_fs);
     H5Sclose(id->ant_1_array_fs);
     H5Sclose(id->ant_2_array_fs);
+    H5Sclose(id->integration_time_fs);
 }
 
 // The data in the files should be indexed in real antennas numbers, not 

From b062245043a868e742b547a77461795759141fc3 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Sat, 16 Nov 2019 03:19:54 +0000
Subject: [PATCH 358/420] close header datasets

---
 src/hera_catcher_disk_thread_bda.c | 32 +++++++++++++++++++++---------
 1 file changed, 23 insertions(+), 9 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index f3284caa..a995b583 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -80,7 +80,6 @@ typedef struct {
     hid_t nsamples_did;
     hid_t time_array_did;
     hid_t integration_time_did;
-    hid_t uvw_array_did;
     hid_t ant_1_array_did;
     hid_t ant_2_array_did;
     hid_t visdata_fs;
@@ -311,12 +310,12 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/obs_id");
     }
-    H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_obs_id);
-    if (dataset_id < 0) {
+    stat = H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_obs_id);
+    if (stat < 0) {
         hashpipe_error(__FUNCTION__, "Failed to write Header/extra_keywords/obs_id");
     }
-    H5Dclose(dataset_id);
-    if (dataset_id < 0) {
+    stat = H5Dclose(dataset_id);
+    if (stat < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/obs_id");
     }
 
@@ -344,12 +343,12 @@ static void start_file(hdf5_id_t *id, char *template_fname, char *hdf5_fname, ui
     if (dataset_id < 0) {
         hashpipe_error(__FUNCTION__, "Failed to open Header/extra_keywords/startt");
     }
-    H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_start_t);
-    if (dataset_id < 0) {
+    stat = H5Dwrite(dataset_id, H5T_IEEE_F64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_start_t);
+    if (stat < 0) {
         hashpipe_error(__FUNCTION__, "Failed to write Header/extra_keywords/startt");
     }
-    H5Dclose(dataset_id);
-    if (dataset_id < 0) {
+    stat = H5Dclose(dataset_id);
+    if (stat < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close Header/extra_keywords/startt");
     }
 }
@@ -366,6 +365,7 @@ static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration,
     dataset_id = H5Dopen(id->header_gid, "Nblts", H5P_DEFAULT);
     H5Dwrite(dataset_id, H5T_STD_I64LE, H5S_ALL, H5S_ALL, H5P_DEFAULT, &file_nblts);
     H5Dclose(dataset_id);
+
     // Close datasets
     if (H5Dclose(id->visdata_did) < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close visdata dataset");
@@ -376,6 +376,19 @@ static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration,
     if (H5Dclose(id->nsamples_did) < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close nsamples dataset");
     }
+    if (H5Dclose(id->time_array_did) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close nsamples dataset");
+    }
+    if (H5Dclose(id->ant_1_array_did) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close nsamples dataset");
+    }
+    if (H5Dclose(id->ant_2_array_did) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close nsamples dataset");
+    }
+    if (H5Dclose(id->integration_time_did) < 0) {
+        hashpipe_error(__FUNCTION__, "Failed to close nsamples dataset");
+    }
+
     // Close groups
     if (H5Gclose(id->extra_keywords_gid) < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close extra_keywords group");
@@ -386,6 +399,7 @@ static void close_file(hdf5_id_t *id, double file_stop_t, double file_duration,
     if (H5Gclose(id->data_gid) < 0) {
         hashpipe_error(__FUNCTION__, "Failed to close data group");
     }
+
     // Close file
     if (H5Fflush(id->file_id, H5F_SCOPE_GLOBAL) < 0) {
         hashpipe_error(__FUNCTION__, "Failed to flush file");

From 613036d7d8751202f3a5230a8e7874aac6a3d741 Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Tue, 19 Nov 2019 17:20:28 +0000
Subject: [PATCH 359/420] tell rtp when moving to idle state

---
 src/hera_catcher_disk_thread_bda.c | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 03a0111b..4616400b 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -921,6 +921,7 @@ static void *run(hashpipe_thread_args_t * args)
               // state=False when data taking is complete. Or if this pipeline 
               // exits the key will expire.
               redisCommand(c, "HMSET corr:is_taking_data state True time %d", (int)time(NULL));
+              redisCommand(c, "EXPIRE corr:is_taking_data 60");
           }
 
         } else if (file_cnt >= nfiles || idle) {
@@ -928,6 +929,7 @@ static void *run(hashpipe_thread_args_t * args)
           // Indicate via redis that we're no longer taking data
           if (!idle) {
               redisCommand(c, "HMSET corr:is_taking_data state False time %d", (int)time(NULL));
+              redisCommand(c, "EXPIRE corr:is_taking_data 60");
           }
           idle = 1;
           // Mark input block as free and advance

From 16165c7f0a81c507af64d5aebc1eef67e456556f Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Tue, 19 Nov 2019 10:08:57 -0800
Subject: [PATCH 360/420] Add function for adding observations to M&C

---
 src/hera_catcher_disk_thread_bda.c | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 03a0111b..b9c9b056 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -620,6 +620,22 @@ static void compute_sum_diff(int32_t *in, int32_t *out_sum, int32_t *out_diff, u
 return;
 }
 
+static void add_mc_obs(char *fname)
+{
+  char cmd[256];
+  int err;
+  fprintf(stdout, "Adding observation %s to M&C\n", fname);
+  // Launch (hard-coded) python script in the background and pass in filename
+  sprintf(cmd, "/home/hera/hera-venv/bin/mc_add_observation.py %s", fname);
+  if (fork() == 0) {
+    err = system(cmd);
+    if (err != 0) {
+      fprintf(stderr, "Error adding observation %s to M&C\n", fname);
+    }
+    exit(0);
+  }
+}
+
 static int init(hashpipe_thread_args_t *args)
 {
     //hashpipe_status_t st = args->st;
@@ -1088,6 +1104,9 @@ static void *run(hashpipe_thread_args_t * args)
 
                  file_cnt += 1;
 
+                 // add file to M&C
+                 add_mc_obs(hdf5_fname);
+
                  hashpipe_status_lock_safe(&st);
                  hputr4(st.buf, "FILESEC", file_duration);
                  hputi8(st.buf, "NDONEFIL", file_cnt);

From e1958693de3d5834f4e2efa629905ec528f6a539 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Tue, 19 Nov 2019 12:09:04 -0800
Subject: [PATCH 361/420] Change which environment calls the M&C script

---
 src/hera_catcher_disk_thread_bda.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 0e38274b..6bf49108 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -626,7 +626,7 @@ static void add_mc_obs(char *fname)
   int err;
   fprintf(stdout, "Adding observation %s to M&C\n", fname);
   // Launch (hard-coded) python script in the background and pass in filename
-  sprintf(cmd, "/home/hera/hera-venv/bin/mc_add_observation.py %s", fname);
+  sprintf(cmd, "/home/hera/anaconda3/envs/hera3/bin/mc_add_observation.py %s", fname);
   if (fork() == 0) {
     err = system(cmd);
     if (err != 0) {

From 1898c73dbaaff56e04648889036b11b53985979a Mon Sep 17 00:00:00 2001
From: jack <jackh@berkeley>
Date: Wed, 20 Nov 2019 01:14:37 +0000
Subject: [PATCH 362/420] account of bytes written when writing diff files

---
 src/hera_catcher_disk_thread_bda.c | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 6bf49108..a1c5dd43 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -1227,7 +1227,11 @@ static void *run(hashpipe_thread_args_t * args)
         hputi8(st.buf, "DISKWBL", w_ns/BASELINES_PER_BLOCK);
 
         hgetr4(st.buf, "DISKMING", &min_gbps);
-        gbps = (float)(BASELINES_PER_BLOCK*N_CHAN_PROCESSED*N_STOKES*64L)/ELAPSED_NS(start,finish); //elapsed_w_ns; 
+        #ifndef SKIP_DIFF
+          gbps = (float)(2 * BASELINES_PER_BLOCK*N_CHAN_PROCESSED*N_STOKES*64L)/ELAPSED_NS(start,finish);
+        #else
+          gbps = (float)(BASELINES_PER_BLOCK*N_CHAN_PROCESSED*N_STOKES*64L)/ELAPSED_NS(start,finish); 
+        #endif
         hputr4(st.buf, "DISKGBPS", gbps);
         hputr4(st.buf, "DUMPMS", ELAPSED_NS(start,finish) / 1000000.0);
         if(min_gbps == 0 || gbps < min_gbps) {

From 1a3a296f6b9092ad3ff092077141de96ebd881a6 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 21 Nov 2019 22:13:29 +0000
Subject: [PATCH 363/420] Downgrade standard BDA messages to stdout, not stderr

---
 src/hera_fake_gpu_thread.c | 2 +-
 src/hera_gpu_bda_thread.c  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/hera_fake_gpu_thread.c b/src/hera_fake_gpu_thread.c
index ce384e92..458403a4 100644
--- a/src/hera_fake_gpu_thread.c
+++ b/src/hera_fake_gpu_thread.c
@@ -83,7 +83,7 @@ static void *fake_gpu_thread_run(hashpipe_thread_args_t * args){
    int holdoff = 1;
  
    // Force this thread into holdoff until BDACONF is written
-   fprintf(stderr, "Waiting for someone to supply BDACONF\n");
+   fprintf(stdout, "Waiting for someone to supply BDACONF\n");
    hashpipe_status_lock_safe(&st);
    hputs(st.buf, "BDACONF", "");
    hputs(st.buf, status_key, "holding");
diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index d04914f2..ace3b8cb 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -281,7 +281,7 @@ static void *run(hashpipe_thread_args_t * args)
    int holdoff = 1;
  
    // Force this thread into holdoff until BDACONF is written
-   fprintf(stderr, "Waiting for someone to supply BDACONF\n");
+   fprintf(stdout, "Waiting for someone to supply BDACONF\n");
    hashpipe_status_lock_safe(&st);
    hputs(st.buf, "BDACONF", "");
    hputs(st.buf, status_key, "holding");

From 952df0e19828e2970f23b5b30b22d176cf641b70 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Thu, 21 Nov 2019 22:16:20 +0000
Subject: [PATCH 364/420] More stderr -> stdout downgrades

---
 src/hera_gpu_bda_thread.c | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/hera_gpu_bda_thread.c b/src/hera_gpu_bda_thread.c
index ace3b8cb..9618c2ec 100644
--- a/src/hera_gpu_bda_thread.c
+++ b/src/hera_gpu_bda_thread.c
@@ -297,7 +297,7 @@ static void *run(hashpipe_thread_args_t * args)
      if(!holdoff) {
        // Done holding, so delete the key
        hputs(st.buf, status_key, "starting");
-       fprintf(stderr, "Starting...\n");
+       fprintf(stdout, "Starting...\n");
      }
      hashpipe_status_unlock_safe(&st);
    }
@@ -311,9 +311,9 @@ static void *run(hashpipe_thread_args_t * args)
       total_baselines += binfo[j].samp_in_bin * binfo[j].baselines; 
 
 #ifdef PRINT_TEST
-   fprintf(stderr,"N_ANTS:%d\n", N_ANTS);
-   fprintf(stderr,"Number of channels per X-Eng: %d\n",N_CHAN_PER_X);
-   fprintf(stderr,"Number of BCNTS in a buffer: %ld\n", total_baselines);
+   fprintf(stdout,"N_ANTS:%d\n", N_ANTS);
+   fprintf(stdout,"Number of channels per X-Eng: %d\n",N_CHAN_PER_X);
+   fprintf(stdout,"Number of BCNTS in a buffer: %ld\n", total_baselines);
 #endif
 
    // Write the number of baselines per integration

From 5753a223c31a38dd6498802bf4671760c1cd3eb0 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Mon, 25 Nov 2019 09:45:41 -0800
Subject: [PATCH 365/420] Add x_orientation to data files

---
 src/scripts/hera_make_hdf5_template_bda.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index be1f393d..5252bdea 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -213,6 +213,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("spw_array",      dtype="<i8", data=[0])
     header.create_dataset("telescope_name", data=np.string_("HERA"))
     header.create_dataset("vis_units",  data=np.string_("UNCALIB"))
+    header.create_dataset("x_orientation", data=np.string_("NORTH"))
     if use_cm:
         # convert lat and lon from degrees -> radians
         lat = cminfo['cofa_lat'] * np.pi / 180.

From 9aa6f8b4febcdacb620c6724525903ed03608b7b Mon Sep 17 00:00:00 2001
From: Jack <jackh@berkeley>
Date: Mon, 2 Dec 2019 16:21:45 -0800
Subject: [PATCH 366/420] Fix issue #33

copy-paste error incorrectly set lat/lon to the same value
---
 src/scripts/hera_make_hdf5_template.py     | 2 +-
 src/scripts/hera_make_hdf5_template_bda.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index b4906fb2..9cf1b06c 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -150,7 +150,7 @@ def create_header(h5, use_cm=False, use_redis=False):
         cminfo = get_cm_info()
         # add the enu co-ords
         lat = cminfo["cofa_lat"] * np.pi / 180.
-        lon = cminfo["cofa_lat"] * np.pi / 180.
+        lon = cminfo["cofa_lon"] * np.pi / 180.
         cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], lat, lon,
                                                          cminfo["cofa_alt"])
     else:
diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 5252bdea..67d5ec58 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -166,7 +166,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         cminfo = get_cm_info()
         # add the enu co-ords
         lat = cminfo["cofa_lat"] * np.pi / 180.
-        lon = cminfo["cofa_lat"] * np.pi / 180.
+        lon = cminfo["cofa_lon"] * np.pi / 180.
         cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], lat, lon,
                                                          cminfo["cofa_alt"])
     else:

From 56bf40a4b0d0dccd094c5dfdcd196561f08009a3 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Wed, 4 Dec 2019 18:55:11 -0800
Subject: [PATCH 367/420] Try to trim antenna positions in metadata

---
 src/scripts/hera_make_hdf5_template_bda.py | 37 +++++++++++++---------
 1 file changed, 22 insertions(+), 15 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 67d5ec58..c5184c6f 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -188,7 +188,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
 
     header = h5.create_group("Header")
     header.create_dataset("Nants_data", dtype="<i8", data=NANTS_DATA)
-    header.create_dataset("Nants_telescope", dtype="<i8", data=NANTS)
+    header.create_dataset("Nants_telescope", dtype="<i8", data=NANTS_DATA)
     header.create_dataset("Nbls",   dtype="<i8", data=n_bls)
     header.create_dataset("Nblts",  dtype="<i8", data=n_bls) 
     header.create_dataset("Nfreqs", dtype="<i8", data=NCHANS)
@@ -201,7 +201,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("corr_to_hera_map", dtype="<i8", data=np.array(corr_to_hera_map))
     header.create_dataset("ant_1_array_conf", dtype="<i8", data=ant_1_array)
     header.create_dataset("ant_2_array_conf", dtype="<i8", data=ant_2_array)
-    header.create_dataset("antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS)
+    header.create_dataset("antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS_DATA)
     header.create_dataset("channel_width",     dtype="<f8", data=channel_width)
     header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=freqs) #TODO Get from config
     header.create_dataset("history",   data=np.string_("%s: Template file created\n" % time.ctime()))
@@ -222,21 +222,28 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         telescope_location_ecef = get_telescope_location_ecef(lat, lon, alt)
         antpos_ecef = get_antpos_ecef(cminfo["antenna_positions"], lon)
         header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
-        ant_pos = -1 * np.ones([NANTS,3], dtype=np.int64) * telescope_location_ecef
-        ant_pos_enu = -1 * np.ones([NANTS,3], dtype=np.int64) * telescope_location_ecef
-        ant_names = ["NONE"]*NANTS
-        ant_nums = [-1]*NANTS
-        for n, i in enumerate(cminfo["antenna_numbers"]):
-            ant_pos[i]     = antpos_ecef[n] - telescope_location_ecef
-            ant_names[i]   = np.string_(cminfo["antenna_names"][n])
-            ant_nums[i]    = cminfo["antenna_numbers"][n]
-            ant_pos_enu[i] = cminfo["antenna_positions_enu"][n]
+        ant_pos = -1 * np.ones([NANTS_DATA,3], dtype=np.float64) * telescope_location_ecef
+        ant_pos_enu = -1 * np.ones([NANTS_DATA,3], dtype=np.float64) * telescope_location_ecef
+        ant_names = ["NONE"]*NANTS_DATA
+        ant_nums = [-1]*NANTS_DATA
+        idx = 0
+        for n, ant in enumerate(cminfo["antenna_numbers"]):
+            if ant not in ant_1_array:
+                continue
+            ant_pos[idx]     = antpos_ecef[n] - telescope_location_ecef
+            ant_names[idx]   = np.string_(cminfo["antenna_names"][n])
+            ant_nums[idx]    = cminfo["antenna_numbers"][n]
+            ant_pos_enu[idx] = cminfo["antenna_positions_enu"][n]
+            idx += 1
+        # make sure we have the number we're expecting
+        if idx != NANTS_DATA:
+            logger.warning("Didn't get the right number of antenna positions. Expected {:d}, got {:d}".format(NANTS_DATA, idx))
         for i,(a,b) in enumerate(baselines):
             uvw[i] = ant_pos_enu[a] - ant_pos_enu[b]
-        header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=ant_names)
-        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=ant_nums)
-        header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS,3), data=ant_pos)
-        header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS,3), data=ant_pos_enu)
+        header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS_DATA,), data=ant_names)
+        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS_DATA,), data=ant_nums)
+        header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos)
+        header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos_enu)
         header.create_dataset("latitude",    dtype="<f8", data=cminfo["cofa_lat"])
         header.create_dataset("longitude",   dtype="<f8", data=cminfo["cofa_lon"])
     else:

From b72d18e7096d9481494425c8c01bda08fa0a9c1e Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Fri, 13 Dec 2019 23:21:30 +0000
Subject: [PATCH 368/420] Fix handling of uvw array

---
 src/scripts/hera_make_hdf5_template_bda.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index c5184c6f..33de9459 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -224,8 +224,15 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
         ant_pos = -1 * np.ones([NANTS_DATA,3], dtype=np.float64) * telescope_location_ecef
         ant_pos_enu = -1 * np.ones([NANTS_DATA,3], dtype=np.float64) * telescope_location_ecef
+        ant_pos_uvw = -1 * np.ones([NANTS,3], dtype=np.float64) * telescope_location_ecef
         ant_names = ["NONE"]*NANTS_DATA
         ant_nums = [-1]*NANTS_DATA
+        # make uvw array
+        for n, i in enumerate(cminfo["antenna_numbers"]):
+            ant_pos_uvw[i] = cminfo["antenna_positions_enu"][n]
+        for i,(a,b) in enumerate(baselines):
+            uvw[i] = ant_pos_uvw[a] - ant_pos_uvw[b]
+        # get antenna metadata only for connected antennas
         idx = 0
         for n, ant in enumerate(cminfo["antenna_numbers"]):
             if ant not in ant_1_array:
@@ -238,8 +245,6 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         # make sure we have the number we're expecting
         if idx != NANTS_DATA:
             logger.warning("Didn't get the right number of antenna positions. Expected {:d}, got {:d}".format(NANTS_DATA, idx))
-        for i,(a,b) in enumerate(baselines):
-            uvw[i] = ant_pos_enu[a] - ant_pos_enu[b]
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS_DATA,), data=ant_names)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS_DATA,), data=ant_nums)
         header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos)

From 056c67819d78c323dea773844e712101d684914d Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Tue, 17 Dec 2019 08:50:51 -0800
Subject: [PATCH 369/420] Change default position to be array center instead of
 earth center

---
 src/scripts/hera_make_hdf5_template_bda.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 33de9459..0c026b2d 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -222,9 +222,9 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         telescope_location_ecef = get_telescope_location_ecef(lat, lon, alt)
         antpos_ecef = get_antpos_ecef(cminfo["antenna_positions"], lon)
         header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
-        ant_pos = -1 * np.ones([NANTS_DATA,3], dtype=np.float64) * telescope_location_ecef
-        ant_pos_enu = -1 * np.ones([NANTS_DATA,3], dtype=np.float64) * telescope_location_ecef
-        ant_pos_uvw = -1 * np.ones([NANTS,3], dtype=np.float64) * telescope_location_ecef
+        ant_pos = np.zeros([NANTS_DATA,3], dtype=np.float64)
+        ant_pos_enu = np.zeros([NANTS_DATA,3], dtype=np.float64)
+        ant_pos_uvw = np.zeros([NANTS,3], dtype=np.float64)
         ant_names = ["NONE"]*NANTS_DATA
         ant_nums = [-1]*NANTS_DATA
         # make uvw array

From fb5c1d62cc1842fb98e3616fbbb856d6b013ac68 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Tue, 14 Jan 2020 04:12:09 +0000
Subject: [PATCH 370/420] Fix Issue #37

Correct the bda config file pushed to redis
---
 src/scripts/xtor_up.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index fad8e747..c4b1224e 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -104,7 +104,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     for hn,host in enumerate(hosts):
        for i in range(args.ninstances):
           key = 'hashpipe://%s/%d/set' % (host, i)
-          r.publish(key, 'BDACONF=/tmp/bdaconfig.txt')
+          r.publish(key, 'BDACONF=%s' % args.bdaconf)
 
 # Configure the X-engines as even/odd correlators
 if (len(hosts) == 1) and (args.timeslices != 1):

From a197c9ae85c57697c20b87a88be5fdba3a4725f2 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 22 Jan 2020 15:49:33 +0000
Subject: [PATCH 371/420] Remove default dependency on hera_mc

---
 src/scripts/hera_create_bda_config.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_create_bda_config.py b/src/scripts/hera_create_bda_config.py
index 37c6f8eb..bcd37093 100644
--- a/src/scripts/hera_create_bda_config.py
+++ b/src/scripts/hera_create_bda_config.py
@@ -17,7 +17,7 @@ def get_cm_info():
     h = cm_sysutils.Handling()
     return h.get_cminfo_correlator()
 
-def get_hera_to_corr_ants(r, ants):
+def get_hera_to_corr_ants(r, ants=None):
     """
     Given a list of antenna numbers, get the 
     corresponding correlator numbers from the 
@@ -25,6 +25,8 @@ def get_hera_to_corr_ants(r, ants):
     """
     ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
     corr_nums = []
+    if ants is None:
+        ants = [int(a) for a in ant_to_snap.keys()]
     for a in ants:
         host = ant_to_snap['%d'%a]['n']['host']
         chan = ant_to_snap['%d'%a]['n']['channel'] # snap_input_number
@@ -33,7 +35,6 @@ def get_hera_to_corr_ants(r, ants):
             continue
         corr_ant_number = json.loads(snap_ant_chans)[chan//2] #Indexes from 0-3 (ignores pol)
         corr_nums.append(corr_ant_number)
-
     return corr_nums
 
 def create_bda_config(n_ants_data, use_cm=False, use_redis=False):

From 0594b3dff1496a186d5917f5b03b7dbc0ab1a770 Mon Sep 17 00:00:00 2001
From: jack <jack>
Date: Wed, 22 Jan 2020 15:54:23 +0000
Subject: [PATCH 372/420] Temporarily change default nsamples and flag array

---
 src/hera_catcher_disk_thread_bda.c | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index a1c5dd43..8a80037e 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -778,8 +778,8 @@ static void *run(hashpipe_thread_args_t * args)
     hbool_t *flags     = (hbool_t *) malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
     uint32_t *nsamples = (uint32_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(uint32_t));
 
-    memset(flags,    1, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
-    memset(nsamples, 0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(uint32_t));
+    memset(flags,    0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
+    memset(nsamples, 1, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(uint32_t));
 
     // Define memory space of a block
     hsize_t dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};

From 0582c384516e9a4f3f19f739bc9f024d4eed39c2 Mon Sep 17 00:00:00 2001
From: David DeBoer <ddeboer@berkeley.edu>
Date: Tue, 18 Feb 2020 20:58:27 -0800
Subject: [PATCH 373/420] changed helper -> handler

---
 src/scripts/hera_make_hdf5_template_bda.py | 24 ++++++++++++----------
 1 file changed, 13 insertions(+), 11 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 0c026b2d..e2570271 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -1,17 +1,19 @@
 #!/usr/bin/env python
 
+"""BDA correlator."""
+
 from __future__ import print_function, division, absolute_import
 import h5py
-import sys
 import json
 import logging
 import numpy as np
 import time
 import copy
 import redis
-from hera_corr_f import helpers
+from hera_corr_cm.handlers import add_default_log_handlers
+
+logger = add_default_log_handlers(logging.getLogger(__file__))
 
-logger = helpers.add_default_log_handlers(logging.getLogger(__file__))
 
 def get_corr_to_hera_map(r, nants_data=192, nants=352):
     """
@@ -20,16 +22,16 @@ def get_corr_to_hera_map(r, nants_data=192, nants=352):
     of correlator index (0 - Nants_data -1) to
     hera antenna number (0 - Nants).
     """
-    out_map = np.arange(nants, nants + nants_data) # use default values outside the range of real antennas
+    out_map = np.arange(nants, nants + nants_data)  # use default values outside the range of real antennas
 
     # A dictionary with keys which are antenna numbers
     # of the for {<ant> :{<pol>: {'host':SNAPHOSTNAME, 'channel':INTEGER}}}
-    ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
+    ant_to_snap = json.loads(r.hget("corr:map", "ant_to_snap")
     #host_to_index = r.hgetall("corr:snap_ants")
     for ant, pol in ant_to_snap.iteritems():
         hera_ant_number = int(ant)
         host = pol["n"]["host"]
-        chan = pol["n"]["channel"] # runs 0-5
+        chan = pol["n"]["channel"]  # runs 0-5
         snap_ant_chans = r.hget("corr:snap_ants", host)
         if snap_ant_chans is None:
             logger.warning("Couldn't find antenna indices for %s" % host)
@@ -45,7 +47,7 @@ def get_bl_order(n_ants):
     """
     Return the order of baseline data output by a CASPER correlator
     X engine.
-    
+
     Extracted from the corr package -- https://github.com/ska-sa/corr
     """
     order1, order2 = [], []
@@ -190,12 +192,12 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("Nants_data", dtype="<i8", data=NANTS_DATA)
     header.create_dataset("Nants_telescope", dtype="<i8", data=NANTS_DATA)
     header.create_dataset("Nbls",   dtype="<i8", data=n_bls)
-    header.create_dataset("Nblts",  dtype="<i8", data=n_bls) 
+    header.create_dataset("Nblts",  dtype="<i8", data=n_bls)
     header.create_dataset("Nfreqs", dtype="<i8", data=NCHANS)
     header.create_dataset("Npols",  dtype="<i8", data=4)
     header.create_dataset("Nspws",  dtype="<i8", data=1)
     # For BDA, Ntimes needs to be n_bls long
-    #header.create_dataset("Ntimes", dtype="<i8", data=n_bls) 
+    #header.create_dataset("Ntimes", dtype="<i8", data=n_bls)
     header.create_dataset("Ntimes", dtype="<i8", data=2)
     header.create_dataset("corr_bl_order", dtype="<i8", data=np.array(baselines))
     header.create_dataset("corr_to_hera_map", dtype="<i8", data=np.array(corr_to_hera_map))
@@ -298,7 +300,7 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
 
 if __name__ == "__main__":
     import argparse
-    
+
     parser = argparse.ArgumentParser(description='Create a template HDF5 header file, optionally '\
                                      'using the correlator C+M system to get current meta-data',
                                      formatter_class=argparse.ArgumentDefaultsHelpFormatter)
@@ -307,7 +309,7 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
                         help ='Use this flag to get up-to-date (hopefully) array meta-data from the C+M system')
     parser.add_argument('-r', dest='use_redis', action='store_true', default=False,
                         help ='Use this flag to get up-to-date (hopefully) f-engine meta-data from a redis server at `redishost`')
-    parser.add_argument('--config', type=str, default='/tmp/bdaconfig.txt', 
+    parser.add_argument('--config', type=str, default='/tmp/bdaconfig.txt',
                         help = 'BDA Configuration file to create header (taken from redis by default)')
     args = parser.parse_args()
 

From 097b7c807ae4a17d42c66ea6abcdbee96ff5dbb0 Mon Sep 17 00:00:00 2001
From: David DeBoer <ddeboer@berkeley.edu>
Date: Wed, 19 Feb 2020 16:27:08 -0800
Subject: [PATCH 374/420] update to redis-based cminfo

---
 src/scripts/hera_create_bda_config.py      | 16 +++++-----
 src/scripts/hera_make_hdf5_template_bda.py | 34 ++++++++++++----------
 2 files changed, 27 insertions(+), 23 deletions(-)

diff --git a/src/scripts/hera_create_bda_config.py b/src/scripts/hera_create_bda_config.py
index bcd37093..456c2e63 100644
--- a/src/scripts/hera_create_bda_config.py
+++ b/src/scripts/hera_create_bda_config.py
@@ -12,15 +12,17 @@
 
 NANTS = 352
 
+
 def get_cm_info():
-    from hera_mc import cm_sysutils
-    h = cm_sysutils.Handling()
-    return h.get_cminfo_correlator()
+    """Return cm_info as if from hera_mc."""
+    from hera_corr_cm import redis_cm
+    return redis_cm.read_locations_from_redis()
+
 
 def get_hera_to_corr_ants(r, ants=None):
     """
-    Given a list of antenna numbers, get the 
-    corresponding correlator numbers from the 
+    Given a list of antenna numbers, get the
+    corresponding correlator numbers from the
     redis database, using a redis.Redis instance (r)
     """
     ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
@@ -63,7 +65,7 @@ def create_bda_config(n_ants_data, use_cm=False, use_redis=False):
 
 if __name__ == "__main__":
     import argparse
-     
+
     parser = argparse.ArgumentParser(description='Create a configuration file for BDA '\
                                      'using the correlator C+M system to get current meta-data'\
                                      'NO BDA IS CURRENTLY PERFORMED!',
@@ -77,5 +79,5 @@ def create_bda_config(n_ants_data, use_cm=False, use_redis=False):
                         help ='Number of antennas that have data (used if cminfo is not set)')
     args = parser.parse_args()
 
-    baseline_pairs = create_bda_config(args.n_ants_data, use_cm = args.use_cminfo, use_redis=args.use_redis) 
+    baseline_pairs = create_bda_config(args.n_ants_data, use_cm = args.use_cminfo, use_redis=args.use_redis)
     np.savetxt(args.output, baseline_pairs, fmt='%d', delimiter=' ')
diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index e2570271..12e3e2cf 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -17,6 +17,8 @@
 
 def get_corr_to_hera_map(r, nants_data=192, nants=352):
     """
+    Return the correlator map.
+
     Given a redis.Redis instance, r, containing
     appropriate metadata - figure out the mapping
     of correlator index (0 - Nants_data -1) to
@@ -26,7 +28,7 @@ def get_corr_to_hera_map(r, nants_data=192, nants=352):
 
     # A dictionary with keys which are antenna numbers
     # of the for {<ant> :{<pol>: {'host':SNAPHOSTNAME, 'channel':INTEGER}}}
-    ant_to_snap = json.loads(r.hget("corr:map", "ant_to_snap")
+    ant_to_snap = json.loads(r.hget("corr:map", "ant_to_snap"))
     #host_to_index = r.hgetall("corr:snap_ants")
     for ant, pol in ant_to_snap.iteritems():
         hera_ant_number = int(ant)
@@ -67,9 +69,9 @@ def get_ant_names():
     return ["foo"]*352
 
 def get_cm_info():
-    from hera_mc import cm_sysutils
-    h = cm_sysutils.Handling()
-    return h.get_cminfo_correlator()
+    """Return cm_info as if from hera_mc."""
+    from hera_corr_cm import redis_cm
+    return redis_cm.read_locations_from_redis()
 
 def get_antpos_enu(antpos, lat, lon, alt):
     """
@@ -167,10 +169,10 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     if use_cm:
         cminfo = get_cm_info()
         # add the enu co-ords
-        lat = cminfo["cofa_lat"] * np.pi / 180.
-        lon = cminfo["cofa_lon"] * np.pi / 180.
-        cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], lat, lon,
-                                                         cminfo["cofa_alt"])
+        lat = cminfo["cofa_lat"]
+        lon = cminfo["cofa_lon"]
+        alt = cminfo["cofa_alt"]
+        cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], lat, lon, alt)
     else:
         cminfo = None
 
@@ -218,8 +220,8 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("x_orientation", data=np.string_("NORTH"))
     if use_cm:
         # convert lat and lon from degrees -> radians
-        lat = cminfo['cofa_lat'] * np.pi / 180.
-        lon = cminfo['cofa_lon'] * np.pi / 180.
+        lat = cminfo['cofa_lat']
+        lon = cminfo['cofa_lon']
         alt = cminfo['cofa_alt']
         telescope_location_ecef = get_telescope_location_ecef(lat, lon, alt)
         antpos_ecef = get_antpos_ecef(cminfo["antenna_positions"], lon)
@@ -291,12 +293,12 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
     else:
         extras.create_dataset("finfo", data=np.string_("generated-without-redis"))
     #extras.create_dataset("st_type", data=np.string_("???"))
-    extras.create_dataset("duration", dtype="<f8", data=0.0) # filled in by receiver
-    extras.create_dataset("obs_id", dtype="<i8", data=0)     # filled in by receiver
-    extras.create_dataset("startt", dtype="<f8", data=0.0)   # filled in by receiver
-    extras.create_dataset("stopt",  dtype="<f8", data=0.0)   # filled in by receiver
-    extras.create_dataset("corr_ver",  dtype="|S32", data=np.string_("unknown"))# filled in by receiver
-    extras.create_dataset("tag",  dtype="|S128", data=np.string_("unknown"))# filled in by receiver
+    extras.create_dataset("duration", dtype="<f8", data=0.0)  # filled in by receiver
+    extras.create_dataset("obs_id", dtype="<i8", data=0)      # "
+    extras.create_dataset("startt", dtype="<f8", data=0.0)    # "
+    extras.create_dataset("stopt",  dtype="<f8", data=0.0)    # "
+    extras.create_dataset("corr_ver",  dtype="|S32", data=np.string_("unknown"))  # "
+    extras.create_dataset("tag",  dtype="|S128", data=np.string_("unknown"))  # "
 
 if __name__ == "__main__":
     import argparse

From 95f13b3b65de201f9aa9f3990d77cb9090a27190 Mon Sep 17 00:00:00 2001
From: David DeBoer <ddeboer@berkeley.edu>
Date: Wed, 19 Feb 2020 16:28:22 -0800
Subject: [PATCH 375/420] finish redisifying

---
 src/scripts/hera_make_hdf5_template.py | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 9cf1b06c..41f8f783 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -2,7 +2,6 @@
 
 from __future__ import print_function, division, absolute_import
 import h5py
-import sys
 import json
 import logging
 import numpy as np
@@ -45,7 +44,7 @@ def get_bl_order(n_ants):
     """
     Return the order of baseline data output by a CASPER correlator
     X engine.
-    
+
     Extracted from the corr package -- https://github.com/ska-sa/corr
     """
     order1, order2 = [], []
@@ -64,10 +63,12 @@ def get_ant_names():
     """
     return ["foo"]*352
 
+
 def get_cm_info():
-    from hera_mc import cm_sysutils
-    h = cm_sysutils.Handling()
-    return h.get_cminfo_correlator()
+    """Return cm_info as if from hera_mc."""
+    from hera_corr_cm import redis_cm
+    return redis_cm.read_locations_from_redis()
+
 
 def get_antpos_enu(antpos, lat, lon, alt):
     """
@@ -263,7 +264,7 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
 
 if __name__ == "__main__":
     import argparse
-    
+
     parser = argparse.ArgumentParser(description='Create a template HDF5 header file, optionally '\
                                      'using the correlator C+M system to get current meta-data',
                                      formatter_class=argparse.ArgumentDefaultsHelpFormatter)

From 32cfb8d1053b1cd89080879a6505f0ebb6285203 Mon Sep 17 00:00:00 2001
From: David DeBoer <ddeboer@berkeley.edu>
Date: Tue, 31 Mar 2020 10:44:15 -0700
Subject: [PATCH 376/420] changed over to proper hera_corr_cm redis_cm

---
 src/scripts/hera_create_bda_config.py      | 2 +-
 src/scripts/hera_make_hdf5_template.py     | 2 +-
 src/scripts/hera_make_hdf5_template_bda.py | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/scripts/hera_create_bda_config.py b/src/scripts/hera_create_bda_config.py
index 456c2e63..b50aaea5 100644
--- a/src/scripts/hera_create_bda_config.py
+++ b/src/scripts/hera_create_bda_config.py
@@ -16,7 +16,7 @@
 def get_cm_info():
     """Return cm_info as if from hera_mc."""
     from hera_corr_cm import redis_cm
-    return redis_cm.read_locations_from_redis()
+    return redis_cm.read_cminfo_from_redis(return_as='dict')
 
 
 def get_hera_to_corr_ants(r, ants=None):
diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 41f8f783..3dae5325 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -67,7 +67,7 @@ def get_ant_names():
 def get_cm_info():
     """Return cm_info as if from hera_mc."""
     from hera_corr_cm import redis_cm
-    return redis_cm.read_locations_from_redis()
+    return redis_cm.read_cminfo_from_redis(return_as='dict')
 
 
 def get_antpos_enu(antpos, lat, lon, alt):
diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 12e3e2cf..4e0d649d 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -71,7 +71,7 @@ def get_ant_names():
 def get_cm_info():
     """Return cm_info as if from hera_mc."""
     from hera_corr_cm import redis_cm
-    return redis_cm.read_locations_from_redis()
+    return redis_cm.read_cminfo_from_redis(return_as='dict')
 
 def get_antpos_enu(antpos, lat, lon, alt):
     """

From 11579f06b8e2de3929212a0d1806e1423c1e559c Mon Sep 17 00:00:00 2001
From: David DeBoer <ddeboer@berkeley.edu>
Date: Tue, 31 Mar 2020 11:35:23 -0700
Subject: [PATCH 377/420] make degrees radians

---
 src/scripts/hera_make_hdf5_template_bda.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 4e0d649d..e6389bf4 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -169,8 +169,8 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     if use_cm:
         cminfo = get_cm_info()
         # add the enu co-ords
-        lat = cminfo["cofa_lat"]
-        lon = cminfo["cofa_lon"]
+        lat = cminfo["cofa_lat"] * np.pi / 180.0
+        lon = cminfo["cofa_lon"] * np.pi / 180.0
         alt = cminfo["cofa_alt"]
         cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], lat, lon, alt)
     else:
@@ -220,8 +220,8 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("x_orientation", data=np.string_("NORTH"))
     if use_cm:
         # convert lat and lon from degrees -> radians
-        lat = cminfo['cofa_lat']
-        lon = cminfo['cofa_lon']
+        lat = cminfo['cofa_lat'] * np.pi / 180.0
+        lon = cminfo['cofa_lon'] * np.pi / 180.0
         alt = cminfo['cofa_alt']
         telescope_location_ecef = get_telescope_location_ecef(lat, lon, alt)
         antpos_ecef = get_antpos_ecef(cminfo["antenna_positions"], lon)

From d3bf4bf000d3f3f59e5f520e05d3317bf1c0e776 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 5 Feb 2020 18:36:10 +0000
Subject: [PATCH 378/420] Change name of sum files

---
 src/hera_catcher_disk_thread_bda.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 8a80037e..817533f9 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -1139,7 +1139,7 @@ static void *run(hashpipe_thread_args_t * args)
              file_start_t = gps_time;
              file_obs_id = (int64_t)gps_time;
 
-             sprintf(hdf5_fname, "zen.%7.5lf.uvh5", julian_time);
+             sprintf(hdf5_fname, "zen.%7.5lf.sum.uvh5", julian_time);
              fprintf(stdout, "Opening new file %s\n", hdf5_fname);
              start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
              if (use_redis) {

From 8891ac77da32bcb5b0e47d5dd4eb759d590db6cc Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Tue, 17 Dec 2019 09:02:54 -0800
Subject: [PATCH 379/420] Run 2to3 and clean up straggling bits

---
 src/scripts/catcher.py                     | 16 ++++++++--------
 src/scripts/check_catcher_dump.py          |  4 ++--
 src/scripts/gen_fake_corr_output.py        |  8 ++++----
 src/scripts/hera_catcher_stop_data.py      |  2 +-
 src/scripts/hera_catcher_take_data.py      |  2 +-
 src/scripts/hera_catcher_up.py             |  6 +++---
 src/scripts/hera_check_catcher_bda.py      | 18 +++++++++---------
 src/scripts/hera_create_bda_config.py      |  2 +-
 src/scripts/hera_ctl.py                    | 16 ++++++++--------
 src/scripts/hera_fake_bda_output.py        |  6 +++---
 src/scripts/hera_make_hdf5_template.py     | 16 +++++++---------
 src/scripts/hera_make_hdf5_template_bda.py | 14 +++++++-------
 src/tests/check_bda_uvh5_files.py          | 22 +++++++++++-----------
 src/tests/check_fluff_output_databuf.py    |  2 +-
 src/tests/check_gpu_output_databuf.py      |  6 +++---
 src/tests/check_net_output_databuf.py      |  4 ++--
 src/tests/check_xcorr_ordering_uvh5.py     |  6 +++---
 17 files changed, 74 insertions(+), 76 deletions(-)

diff --git a/src/scripts/catcher.py b/src/scripts/catcher.py
index b1d64861..ebf5dd00 100644
--- a/src/scripts/catcher.py
+++ b/src/scripts/catcher.py
@@ -2,7 +2,7 @@
 import numpy as np
 import struct
 import time
-import cPickle as pickle
+import pickle as pickle
 
 
 NANTS = 192
@@ -14,14 +14,14 @@
 PAYLOAD_LEN = 4096
 BYTES_PER_PACKET = PAYLOAD_LEN + 16
 max_offset = NWORDS*8 / NXENG - PAYLOAD_LEN
-print "Max offset:", max_offset
+print("Max offset:", max_offset)
 
 NPACKETS = NWORDS * 8 / PAYLOAD_LEN
-print "Expecting %d packets" % NPACKETS
+print("Expecting %d packets" % NPACKETS)
 
 sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
 sock.setsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF, 800000000)
-print sock.getsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF)
+print(sock.getsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF))
 
 sock.bind(("10.80.40.251", 10000))
 
@@ -42,10 +42,10 @@
         this_window = timestamp
     if (not wait) or (offset == 0):
         if  (timestamp != this_window):
-            print timestamp, this_window
+            print(timestamp, this_window)
             stop = time.time()
-            print "%d packets received in %.2f seconds" % (n, stop - start)
-            print "Missing %d packets" % (NPACKETS - n)
+            print("%d packets received in %.2f seconds" % (n, stop - start))
+            print("Missing %d packets" % (NPACKETS - n))
             n = 0
             start = stop
             break
@@ -58,7 +58,7 @@
         dout[xeng_id, offset>>2:(offset+PAYLOAD_LEN)>>2] = np.fromstring(data[16:], dtype='>i')
 
 
-print "Dumping packet to disk"
+print("Dumping packet to disk")
 with open("/tmp/packet.bin", "w") as fh:
     fh.write(dout.flatten().tostring()) #This is native (probably little) endian!!
 
diff --git a/src/scripts/check_catcher_dump.py b/src/scripts/check_catcher_dump.py
index d77fa2db..9e3aa723 100644
--- a/src/scripts/check_catcher_dump.py
+++ b/src/scripts/check_catcher_dump.py
@@ -28,10 +28,10 @@ def get_bl_order(n_ants):
 bl_order = get_bl_order(NANTS)
 x = x.reshape(2, NCHANS, NBL, 4, 2)
 
-print np.all(x==0)
+print(np.all(x==0))
 
 for bn, bl in enumerate(bl_order):
     r = x[0,:,bn,0,0]
     i = x[0,:,bn,0,1]
     if not (np.all(r==0) and np.all(i==0)):
-        print bl[0], bl[1], r, i
+        print(bl[0], bl[1], r, i)
diff --git a/src/scripts/gen_fake_corr_output.py b/src/scripts/gen_fake_corr_output.py
index 1214ec9d..3f07205a 100644
--- a/src/scripts/gen_fake_corr_output.py
+++ b/src/scripts/gen_fake_corr_output.py
@@ -20,9 +20,9 @@
 n_pkts = (n_bytes / BYTES_PER_PACKET)
 n_pkts_per_x = n_pkts / NX
 
-print "MBytes per dump: %.2f" % (n_bytes / 1e6)
-print "Packets per dump: %.4f" % (n_bytes / float(BYTES_PER_PACKET))
-print "Packets per Xeng: %.4f" % n_pkts_per_x
+print("MBytes per dump: %.2f" % (n_bytes / 1e6))
+print("Packets per dump: %.4f" % (n_bytes / float(BYTES_PER_PACKET)))
+print("Packets per Xeng: %.4f" % n_pkts_per_x)
 
 s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
 
@@ -48,5 +48,5 @@
     if wait_time > 0:
         time.sleep(wait_time)
     total_time = time.time() - start
-    print "dump sent (MCNT: %d) in %.2fs at %.2f Gb/s" % (mcnt, total_time, n_bytes*8 / elapsed / 1e9)
+    print("dump sent (MCNT: %d) in %.2fs at %.2f Gb/s" % (mcnt, total_time, n_bytes*8 / elapsed / 1e9))
 
diff --git a/src/scripts/hera_catcher_stop_data.py b/src/scripts/hera_catcher_stop_data.py
index 149ce2fd..2bf6fc81 100644
--- a/src/scripts/hera_catcher_stop_data.py
+++ b/src/scripts/hera_catcher_stop_data.py
@@ -22,5 +22,5 @@
 }
   
 pubchan = 'hashpipe://%s/%d/set' % (args.host, 0)
-for key, val in catcher_dict.iteritems():
+for key, val in catcher_dict.items():
    r.publish(pubchan, '%s=%s' % (key, val))
diff --git a/src/scripts/hera_catcher_take_data.py b/src/scripts/hera_catcher_take_data.py
index 4f6a17c1..c810a557 100644
--- a/src/scripts/hera_catcher_take_data.py
+++ b/src/scripts/hera_catcher_take_data.py
@@ -53,7 +53,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 }
   
 pubchan = 'hashpipe://%s/%d/set' % (args.host, 0)
-for key, val in catcher_dict.iteritems():
+for key, val in catcher_dict.items():
    r.publish(pubchan, '%s=%s' % (key, val))
 
 # Only trigger after the other parameters have had ample time to write
diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 92f8c3a5..3cd1739a 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -74,7 +74,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 # NOTE: This has to come before template generation!
 # Generate the BDA config file and upload to redis
 if not args.nobda:
-    print 'Create configuration file'
+    print('Create configuration file')
     run_on_hosts([args.host], python_source_cmd + bda_config_cmd + ['-c','-r', '/tmp/bdaconfig.txt'], wait=True)
     os.system('scp "%s:%s" "%s" ' % ('hera-sn1', '/tmp/bdaconfig.txt','/tmp/bdaconfig.txt') )
     
@@ -98,7 +98,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 # Reset various statistics counters
 
 pubchan = 'hashpipe://%s/%d/set' % (args.host, 0)
-for key, val in catcher_dict.iteritems():
+for key, val in catcher_dict.items():
    r.publish(pubchan, '%s=%s' % (key, val))
 for v in ['NETWAT', 'NETREC', 'NETPRC']:
     r.publish(pubchan, '%sMN=99999' % (v))
@@ -122,7 +122,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
          Nants += 1
    
    for i in range(4):
-       print (i, len(baselines[i]))
+       print((i, len(baselines[i])))
        r.publish(pubchan, 'NBL%dSEC=%d'  % (2**(i+1), len(baselines[i])))
    r.publish(pubchan, 'BDANANT=%d' % Nants)
    
diff --git a/src/scripts/hera_check_catcher_bda.py b/src/scripts/hera_check_catcher_bda.py
index 8c48e2a2..a59469e8 100644
--- a/src/scripts/hera_check_catcher_bda.py
+++ b/src/scripts/hera_check_catcher_bda.py
@@ -105,30 +105,30 @@ def decode_packet(packet):
         packets += 1
         t,b,o,a0,a1,x,l,data = decode_packet(pkt)
         if args.verbose and args.snap:
-           print "{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//N_bl_per_block, b%N_bl_per_block, o, a0, a1, x), data[:8]//INTSPEC
+           print("{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//N_bl_per_block, b%N_bl_per_block, o, a0, a1, x), data[:8]//INTSPEC)
         elif args.verbose:
-           print "{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//N_bl_per_block, b%N_bl_per_block, o, a0, a1, x), data[:8]
+           print("{0:4d} {1:3d} {2:4d} {3:1d} {4:3d} {5:3d} {6:2d}".format(t, b//N_bl_per_block, b%N_bl_per_block, o, a0, a1, x), data[:8])
 
         if args.check:
            if (a0 > N_ANTS_DATA or a1 > N_ANTS_DATA): 
-              print "Error! Received wrong antenna!"
+              print("Error! Received wrong antenna!")
            if args.snap:
               # Test data from snap
               if (a0 == 0) and (a1 == 1):
                  tspec = gen_tvg_pol(a0*2)*np.conj(gen_tvg_pol(a1*2))
                  data = data.reshape(128,4,2)//INTSPEC
                  if (a0 == a1):
-                    print a0, a1, o, np.all(tspec.real[o*128:(o+1)*128] == data[:,0,0])
+                    print(a0, a1, o, np.all(tspec.real[o*128:(o+1)*128] == data[:,0,0]))
                  else:
-                    print a0, a1, o, np.all(tspec.real[o*128:(o+1)*128] == data[:,0,0]//4)
+                    print(a0, a1, o, np.all(tspec.real[o*128:(o+1)*128] == data[:,0,0]//4))
        
            else:
-              n = [y for y,v in int_bin['baselines'].items() if (a0,a1) in v][0]
+              n = [y for y,v in list(int_bin['baselines'].items()) if (a0,a1) in v][0]
               if not (np.all(data == int_bin['data'][n][o*1024:(o+1)*1024])):
-                 print "Error!", int_bin['data'][n][:32:8], o, n, data[:32:8]
+                 print("Error!", int_bin['data'][n][:32:8], o, n, data[:32:8])
                  errors += 1
     except(KeyboardInterrupt):
        print("")
-       print("Total number of packets captured: %d"%packets)
-       print("Total number of errors: %d"%errors)
+       print(("Total number of packets captured: %d"%packets))
+       print(("Total number of errors: %d"%errors))
        break
diff --git a/src/scripts/hera_create_bda_config.py b/src/scripts/hera_create_bda_config.py
index b50aaea5..c7d83933 100644
--- a/src/scripts/hera_create_bda_config.py
+++ b/src/scripts/hera_create_bda_config.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python
 
-from __future__ import print_function, division, absolute_import
+
 import h5py
 import sys
 import json
diff --git a/src/scripts/hera_ctl.py b/src/scripts/hera_ctl.py
index a034fb39..ff21efec 100644
--- a/src/scripts/hera_ctl.py
+++ b/src/scripts/hera_ctl.py
@@ -39,7 +39,7 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
 args = parser.parse_args()
 
 if args.action not in ['start', 'stop']:
-    print 'Available actions are "start" and "stop"'
+    print('Available actions are "start" and "stop"')
     exit
 
 # Make status keys for the various X-engine instances which identify their redis entries
@@ -66,16 +66,16 @@ def mcnts_per_second(sample_rate=500e6, spectra_len=8192):
     trig_time = trig_mcnt / mcnts_per_second() + mcnt_origin
 
     #print 'Current MCNTs are:', gpumcnts
-    print 'Sync time is %s' % time.ctime(mcnt_origin)
-    print 'MCNTs per second: %.1f' % mcnts_per_second()
-    print 'Requested start time: %s' % time.ctime(args.starttime)
-    print 'Trigger MCNT: %d' % trig_mcnt
-    print 'Trigger time is %.1f seconds in the future (%s)' % (trig_time - time.time(), time.ctime(trig_time))
+    print('Sync time is %s' % time.ctime(mcnt_origin))
+    print('MCNTs per second: %.1f' % mcnts_per_second())
+    print('Requested start time: %s' % time.ctime(args.starttime))
+    print('Trigger MCNT: %d' % trig_mcnt)
+    print('Trigger time is %.1f seconds in the future (%s)' % (trig_time - time.time(), time.ctime(trig_time)))
 
     # round acc_len
     acclen = int(args.acclen / MCNT_XGPU_BLOCK_SIZE) * MCNT_XGPU_BLOCK_SIZE
-    print 'Requested accumulation length: %d' % args.acclen
-    print 'Actual accumulation length: %d' % acclen
+    print('Requested accumulation length: %d' % args.acclen)
+    print('Actual accumulation length: %d' % acclen)
 
     # Use the hashpipe publish channel to update keys in all status buffers.
     # See the docstring at https://github.com/david-macmahon/rb-hashpipe/blob/master/bin/hashpipe_redis_gateway.rb
diff --git a/src/scripts/hera_fake_bda_output.py b/src/scripts/hera_fake_bda_output.py
index b9ad1534..4f471992 100755
--- a/src/scripts/hera_fake_bda_output.py
+++ b/src/scripts/hera_fake_bda_output.py
@@ -67,8 +67,8 @@
     if (n==4): n = 3
     int_bin['baselines'][n].append((bdaconfig[i,0], bdaconfig[i,1]))
 
-for b in int_bin['baselines'].keys():
-    print b,len(int_bin['baselines'][b])
+for b in list(int_bin['baselines'].keys()):
+    print(b,len(int_bin['baselines'][b]))
 
 bcnt = 0; mcnt = 0; ctr = 0;
 sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
@@ -80,7 +80,7 @@
    for ns in np.logspace(1, Nbins, num=Nbins, base=2, dtype=np.int):
        if (ctr%ns == 0):
            nb = int(np.log2(ns)) - 1
-           print 'Sending: %d \tBaselines: %d \tBcnt: %d' % (ns, len(int_bin['baselines'][nb]), bcnt)
+           print('Sending: %d \tBaselines: %d \tBcnt: %d' % (ns, len(int_bin['baselines'][nb]), bcnt))
            for (a0,a1) in int_bin['baselines'][nb]:
                for xeng_id in range(Nx*Nt):
                    b = mcnt+((xeng_id//Nx)*2)
diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 3dae5325..115ca1b2 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python
 
-from __future__ import print_function, division, absolute_import
+
 import h5py
 import json
 import logging
@@ -8,9 +8,7 @@
 import time
 import copy
 import redis
-from hera_corr_f import helpers
-
-logger = helpers.add_default_log_handlers(logging.getLogger(__file__))
+import warnings
 
 def get_corr_to_hera_map(r, nants_data=192, nants=352):
     """
@@ -25,18 +23,18 @@ def get_corr_to_hera_map(r, nants_data=192, nants=352):
     # of the for {<ant> :{<pol>: {'host':SNAPHOSTNAME, 'channel':INTEGER}}}
     ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
     #host_to_index = r.hgetall("corr:snap_ants")
-    for ant, pol in ant_to_snap.iteritems():
+    for ant, pol in ant_to_snap.items():
         hera_ant_number = int(ant)
         host = pol["n"]["host"]
         chan = pol["n"]["channel"] # runs 0-5
         snap_ant_chans = r.hget("corr:snap_ants", host)
         if snap_ant_chans is None:
-            logger.warning("Couldn't find antenna indices for %s" % host)
+            warnings.warn("Couldn't find antenna indices for %s" % host)
             continue
         corr_ant_number = json.loads(snap_ant_chans)[chan//2] #Indexes from 0-3 (ignores pol)
         print(corr_ant_number)
         out_map[corr_ant_number] = hera_ant_number
-        logger.info("HERA antenna %d maps to correlator input %d" % (hera_ant_number, corr_ant_number))
+        print("HERA antenna %d maps to correlator input %d" % (hera_ant_number, corr_ant_number))
 
     return out_map
 
@@ -220,7 +218,7 @@ def create_header(h5, use_cm=False, use_redis=False):
     else:
         header.create_dataset("altitude",    dtype="<f8", data=0.0)
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
-        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=range(NANTS))
+        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=list(range(NANTS)))
         header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
         header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
         header.create_dataset("latitude",    dtype="<f8", data=0.0)
@@ -242,7 +240,7 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
         extras.create_dataset("cmver", data=np.string_(cminfo["cm_version"]))
         # Convert any numpy arrays to lists so they can be JSON encoded
         cminfo_copy = copy.deepcopy(cminfo)
-        for key in cminfo_copy.keys():
+        for key in list(cminfo_copy.keys()):
             if isinstance(cminfo_copy[key], np.ndarray):
                 cminfo_copy[key] = cminfo_copy[key].tolist()
         extras.create_dataset("cminfo", data=np.string_(json.dumps(cminfo_copy)))
diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index e6389bf4..2435b5e8 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -2,7 +2,6 @@
 
 """BDA correlator."""
 
-from __future__ import print_function, division, absolute_import
 import h5py
 import json
 import logging
@@ -10,6 +9,7 @@
 import time
 import copy
 import redis
+import warnings
 from hera_corr_cm.handlers import add_default_log_handlers
 
 logger = add_default_log_handlers(logging.getLogger(__file__))
@@ -30,18 +30,18 @@ def get_corr_to_hera_map(r, nants_data=192, nants=352):
     # of the for {<ant> :{<pol>: {'host':SNAPHOSTNAME, 'channel':INTEGER}}}
     ant_to_snap = json.loads(r.hget("corr:map", "ant_to_snap"))
     #host_to_index = r.hgetall("corr:snap_ants")
-    for ant, pol in ant_to_snap.iteritems():
+    for ant, pol in ant_to_snap.items():
         hera_ant_number = int(ant)
         host = pol["n"]["host"]
         chan = pol["n"]["channel"]  # runs 0-5
         snap_ant_chans = r.hget("corr:snap_ants", host)
         if snap_ant_chans is None:
-            logger.warning("Couldn't find antenna indices for %s" % host)
+            warnings.warn("Couldn't find antenna indices for %s" % host)
             continue
         corr_ant_number = json.loads(snap_ant_chans)[chan//2] #Indexes from 0-3 (ignores pol)
         print(corr_ant_number)
         out_map[corr_ant_number] = hera_ant_number
-        logger.info("HERA antenna %d maps to correlator input %d" % (hera_ant_number, corr_ant_number))
+        print("HERA antenna %d maps to correlator input %d" % (hera_ant_number, corr_ant_number))
 
     return out_map
 
@@ -248,7 +248,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
             idx += 1
         # make sure we have the number we're expecting
         if idx != NANTS_DATA:
-            logger.warning("Didn't get the right number of antenna positions. Expected {:d}, got {:d}".format(NANTS_DATA, idx))
+            warnings.warn("Didn't get the right number of antenna positions. Expected {:d}, got {:d}".format(NANTS_DATA, idx))
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS_DATA,), data=ant_names)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS_DATA,), data=ant_nums)
         header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos)
@@ -258,7 +258,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     else:
         header.create_dataset("altitude",    dtype="<f8", data=0.0)
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
-        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=range(NANTS))
+        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=list(range(NANTS)))
         header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
         header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
         header.create_dataset("latitude",    dtype="<f8", data=0.0)
@@ -280,7 +280,7 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
         extras.create_dataset("cmver", data=np.string_(cminfo["cm_version"]))
         # Convert any numpy arrays to lists so they can be JSON encoded
         cminfo_copy = copy.deepcopy(cminfo)
-        for key in cminfo_copy.keys():
+        for key in list(cminfo_copy.keys()):
             if isinstance(cminfo_copy[key], np.ndarray):
                 cminfo_copy[key] = cminfo_copy[key].tolist()
         extras.create_dataset("cminfo", data=np.string_(json.dumps(cminfo_copy)))
diff --git a/src/tests/check_bda_uvh5_files.py b/src/tests/check_bda_uvh5_files.py
index ca15777e..7c569201 100644
--- a/src/tests/check_bda_uvh5_files.py
+++ b/src/tests/check_bda_uvh5_files.py
@@ -26,7 +26,7 @@ def get_corr_to_hera_map(nants_data=192, nants=352):
 
     r = redis.Redis('redishost')
     ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
-    for ant, pol in ant_to_snap.iteritems():
+    for ant, pol in ant_to_snap.items():
         hera_ant_number = int(ant)
         host = pol["n"]["host"]
         chan = pol["n"]["channel"] # runs 0-5
@@ -73,9 +73,9 @@ def gen_tvg_pol(pol, mode='ramp'):
                     help='Frequency ramp in test vectors')
 args = parser.parse_args()
 
-snap_pol_map = {u'e2':0,  u'n0':1,
-                u'e6':2,  u'n4':3,
-                u'e1':4, u'n8':5}
+snap_pol_map = {'e2':0,  'n0':1,
+                'e6':2,  'n4':3,
+                'e1':4, 'n8':5}
 
 # Compute expected baseline pairs from
 # the configuration file
@@ -121,7 +121,7 @@ def gen_tvg_pol(pol, mode='ramp'):
 int_bin = {}
 
 if (args.paper_gpu) and not (args.ramp):
-   print 'Checking Data for {0:s} mode with {1:s} test vectors'.format('Hashpipe','Constant')
+   print('Checking Data for {0:s} mode with {1:s} test vectors'.format('Hashpipe','Constant'))
 
    # Constant
    for n in range(N_BDABUF_BINS):
@@ -151,7 +151,7 @@ def gen_tvg_pol(pol, mode='ramp'):
       assert(np.all(np.equal(uv.data_array[0, 0, :96, :], int_bin[3][:96, :])))
 
 if args.paper_gpu and args.ramp:
-   print 'Checking Data for {0:s} mode with {1:s} test vectors'.format('Hashpipe','Ramp')
+   print('Checking Data for {0:s} mode with {1:s} test vectors'.format('Hashpipe','Ramp'))
 
    # Ramp
    for n in range(N_BDABUF_BINS):
@@ -159,7 +159,7 @@ def gen_tvg_pol(pol, mode='ramp'):
       int_bin[n] = np.asarray((2**n)*(fakereal + fakeimag)*x, dtype=np.complex64)
 
 if args.fengine:
-   print 'Checking data for SNAPS in test vec mode' 
+   print('Checking data for SNAPS in test vec mode')
 
    factor = 4
 
@@ -172,12 +172,12 @@ def gen_tvg_pol(pol, mode='ramp'):
 
    for a0, a1 in zip(uv.ant_1_array, uv.ant_2_array):
 
-       print("({0:2d},{1:2d}) \t".format(a0,a1)),
+       print(("({0:2d},{1:2d}) \t".format(a0,a1)), end=' ')
 
        try:
            data = uv.get_data(a1, a0)
        except (ValueError):
-           print 'Antenna pair (%d,%d) has no data!!!'%(a0,a1)
+           print('Antenna pair (%d,%d) has no data!!!'%(a0,a1))
            continue
   
 
@@ -188,10 +188,10 @@ def gen_tvg_pol(pol, mode='ramp'):
        #tspec = tspec[:N_CHAN_TOTAL]
        tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
 
-       print np.all(np.equal(tspec, data[0,:,0]/(factor*INTSPEC))), '\t',
+       print(np.all(np.equal(tspec, data[0,:,0]/(factor*INTSPEC))), '\t', end=' ')
 
        tspec = gen_tvg_pol(loca0 +1)*np.conj(gen_tvg_pol(loca1 +1))
        #tspec = tspec[:N_CHAN_TOTAL]
        tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
 
-       print np.all(np.equal(tspec, data[0,:,1]/(factor*INTSPEC)))
+       print(np.all(np.equal(tspec, data[0,:,1]/(factor*INTSPEC))))
diff --git a/src/tests/check_fluff_output_databuf.py b/src/tests/check_fluff_output_databuf.py
index 3bdabbf0..4d1d0db8 100644
--- a/src/tests/check_fluff_output_databuf.py
+++ b/src/tests/check_fluff_output_databuf.py
@@ -42,5 +42,5 @@
             for t_fast in range(NTIME_FAST):
                 for cplx in range(NCPLX):
                     ok = ok and np.all(tvg[a, p, :, cplx] == x[t, :, a, p, cplx, t_fast])
-    print "Antenna %d: OK?:" % a, ok
+    print("Antenna %d: OK?:" % a, ok)
     #print tvg[a,0,:,:], x[0,:,a,0,:,0]
diff --git a/src/tests/check_gpu_output_databuf.py b/src/tests/check_gpu_output_databuf.py
index c094631e..b4b3024a 100644
--- a/src/tests/check_gpu_output_databuf.py
+++ b/src/tests/check_gpu_output_databuf.py
@@ -16,6 +16,6 @@
 
 x = np.fromstring(raw, dtype=np.int32)
 
-print "All values equal to 0?:", np.all(x == 0)
-print "All values divisible by 2048?:", np.all((x % 2048) == 0)
-print "All values divisible by 262144?:", np.all((x % 262144) == 0)
+print("All values equal to 0?:", np.all(x == 0))
+print("All values divisible by 2048?:", np.all((x % 2048) == 0))
+print("All values divisible by 262144?:", np.all((x % 262144) == 0))
diff --git a/src/tests/check_net_output_databuf.py b/src/tests/check_net_output_databuf.py
index 3844d67c..edcb690c 100644
--- a/src/tests/check_net_output_databuf.py
+++ b/src/tests/check_net_output_databuf.py
@@ -28,5 +28,5 @@
                 tvg[t, a, :, t_pkt, p] = (np.arange(384) + 2*(a%3) + p) % 256
 
 for a in range(NANT_TOTAL):
-    print "Antenna %d: OK?:" % a,
-    print np.all(tvg[:,a,:,:,:] == x[:,a,:,:,:])
+    print("Antenna %d: OK?:" % a, end=' ')
+    print(np.all(tvg[:,a,:,:,:] == x[:,a,:,:,:]))
diff --git a/src/tests/check_xcorr_ordering_uvh5.py b/src/tests/check_xcorr_ordering_uvh5.py
index 08356a78..5b78b5a8 100644
--- a/src/tests/check_xcorr_ordering_uvh5.py
+++ b/src/tests/check_xcorr_ordering_uvh5.py
@@ -62,7 +62,7 @@ def gen_tvg_pol(pol, mode='ramp'):
     except(KeyError):
         pass
 
-print 'Unique antennas', list(set([a[0] for a in ants]))
+print('Unique antennas', list(set([a[0] for a in ants])))
 
 if args.check_data:
     for a1,a2 in ants:
@@ -75,9 +75,9 @@ def gen_tvg_pol(pol, mode='ramp'):
             tspec = gen_tvg_pol(snaploc_a1)*np.conj(gen_tvg_pol(snaploc_a2))
             tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
 
-            print a1,a2, np.all(np.equal(tspec, uvd.get_data(a2,a1)[0,:,0]/INTSPEC))
+            print(a1,a2, np.all(np.equal(tspec, uvd.get_data(a2,a1)[0,:,0]/INTSPEC)))
 
             tspec = gen_tvg_pol(snaploc_a1+1)*np.conj(gen_tvg_pol(snaploc_a2+1))
             tspec = np.sum(tspec.reshape(-1,4),axis=1)[:NCHANS]
 
-            print a1,a2, np.all(np.equal(tspec, uvd.get_data(a2,a1)[0,:,1]/INTSPEC))
+            print(a1,a2, np.all(np.equal(tspec, uvd.get_data(a2,a1)[0,:,1]/INTSPEC)))

From 5cb4554c2d6f1e43843429d1cfc28b8d71c28990 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Wed, 22 Apr 2020 09:38:58 -0700
Subject: [PATCH 380/420] Use loggers instead of warnings

---
 src/scripts/hera_make_hdf5_template.py     | 6 ++++--
 src/scripts/hera_make_hdf5_template_bda.py | 5 ++---
 2 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index 115ca1b2..b45a7f8b 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -8,7 +8,9 @@
 import time
 import copy
 import redis
-import warnings
+from hera_corr_cm.handlers import add_default_log_handlers
+
+logger = add_default_log_handlers(logging.getLogger(__file__))
 
 def get_corr_to_hera_map(r, nants_data=192, nants=352):
     """
@@ -29,7 +31,7 @@ def get_corr_to_hera_map(r, nants_data=192, nants=352):
         chan = pol["n"]["channel"] # runs 0-5
         snap_ant_chans = r.hget("corr:snap_ants", host)
         if snap_ant_chans is None:
-            warnings.warn("Couldn't find antenna indices for %s" % host)
+            logger.warning("Couldn't find antenna indices for %s" % host)
             continue
         corr_ant_number = json.loads(snap_ant_chans)[chan//2] #Indexes from 0-3 (ignores pol)
         print(corr_ant_number)
diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 2435b5e8..f744ff6a 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -9,7 +9,6 @@
 import time
 import copy
 import redis
-import warnings
 from hera_corr_cm.handlers import add_default_log_handlers
 
 logger = add_default_log_handlers(logging.getLogger(__file__))
@@ -36,7 +35,7 @@ def get_corr_to_hera_map(r, nants_data=192, nants=352):
         chan = pol["n"]["channel"]  # runs 0-5
         snap_ant_chans = r.hget("corr:snap_ants", host)
         if snap_ant_chans is None:
-            warnings.warn("Couldn't find antenna indices for %s" % host)
+            logger.warning("Couldn't find antenna indices for %s" % host)
             continue
         corr_ant_number = json.loads(snap_ant_chans)[chan//2] #Indexes from 0-3 (ignores pol)
         print(corr_ant_number)
@@ -248,7 +247,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
             idx += 1
         # make sure we have the number we're expecting
         if idx != NANTS_DATA:
-            warnings.warn("Didn't get the right number of antenna positions. Expected {:d}, got {:d}".format(NANTS_DATA, idx))
+            logger.warning("Didn't get the right number of antenna positions. Expected {:d}, got {:d}".format(NANTS_DATA, idx))
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS_DATA,), data=ant_names)
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS_DATA,), data=ant_nums)
         header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos)

From 6bfb51db7b013943bb272aa66c08bc18c4674e75 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Sat, 25 Apr 2020 18:56:09 +0000
Subject: [PATCH 381/420] Handle dict keys as bytes

---
 src/scripts/hera_create_bda_config.py      |  6 +-
 src/scripts/hera_make_hdf5_template_bda.py | 67 +++++++++++++---------
 2 files changed, 43 insertions(+), 30 deletions(-)

diff --git a/src/scripts/hera_create_bda_config.py b/src/scripts/hera_create_bda_config.py
index c7d83933..f57cfc54 100644
--- a/src/scripts/hera_create_bda_config.py
+++ b/src/scripts/hera_create_bda_config.py
@@ -25,7 +25,8 @@ def get_hera_to_corr_ants(r, ants=None):
     corresponding correlator numbers from the
     redis database, using a redis.Redis instance (r)
     """
-    ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
+    # dictionary keys are bytes, not strings
+    ant_to_snap = json.loads(r.hgetall("corr:map")[b'ant_to_snap'])
     corr_nums = []
     if ants is None:
         ants = [int(a) for a in ant_to_snap.keys()]
@@ -43,7 +44,8 @@ def create_bda_config(n_ants_data, use_cm=False, use_redis=False):
     # This does not account for BDA!!!
     if use_cm:
         cminfo = get_cm_info()
-        ants = cminfo['antenna_numbers']
+        # dictionary keys are bytes, not strings
+        ants = cminfo[b'antenna_numbers']
 
     if use_redis:
        r = redis.Redis('redishost')
diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index f744ff6a..5e291d81 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -74,7 +74,7 @@ def get_cm_info():
 
 def get_antpos_enu(antpos, lat, lon, alt):
     """
-    Compute the antenna positions in ENU coordinates from rotECEF.
+    Compute the antenna positions in ENU coordinates from ECEF.
 
     Args:
       antpos -- array of antenna positions. Should have shape (Nants, 3).
@@ -86,8 +86,8 @@ def get_antpos_enu(antpos, lat, lon, alt):
       enu -- array of antenna positions in ENU frame. Has shape (Nants, 3).
     """
     import pyuvdata.utils as uvutils
-    ecef = uvutils.ECEF_from_rotECEF(antpos, lon)
-    enu  = uvutils.ENU_from_ECEF(ecef, lat, lon, alt)
+    antpos = np.asarray(antpos)
+    enu  = uvutils.ENU_from_ECEF(antpos, lat, lon, alt)
     return enu
 
 def get_antpos_ecef(antpos, lon):
@@ -102,6 +102,7 @@ def get_antpos_ecef(antpos, lon):
       ecef -- array of antenna positions in ECEF frame. Has shape (Nants, 3)
     """
     import pyuvdata.utils as uvutils
+    antpos = np.asarray(antpos)
     ecef = uvutils.ECEF_from_rotECEF(antpos, lon)
     return ecef
 
@@ -168,10 +169,14 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     if use_cm:
         cminfo = get_cm_info()
         # add the enu co-ords
-        lat = cminfo["cofa_lat"] * np.pi / 180.0
-        lon = cminfo["cofa_lon"] * np.pi / 180.0
-        alt = cminfo["cofa_alt"]
-        cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], lat, lon, alt)
+        # dict keys are bytes, not strings
+        lat = cminfo[b"cofa_lat"] * np.pi / 180.0
+        lon = cminfo[b"cofa_lon"] * np.pi / 180.0
+        alt = cminfo[b"cofa_alt"]
+        cofa_ecef = get_telescope_location_ecef(lat, lon, alt)
+        antenna_positions = np.asarray(cminfo[b"antenna_positions"])
+        antpos_ecef = antenna_positions + cofa_ecef
+        cminfo[b"antenna_positions_enu"] = get_antpos_enu(antpos_ecef, lat, lon, alt)
     else:
         cminfo = None
 
@@ -219,31 +224,27 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("x_orientation", data=np.string_("NORTH"))
     if use_cm:
         # convert lat and lon from degrees -> radians
-        lat = cminfo['cofa_lat'] * np.pi / 180.0
-        lon = cminfo['cofa_lon'] * np.pi / 180.0
-        alt = cminfo['cofa_alt']
-        telescope_location_ecef = get_telescope_location_ecef(lat, lon, alt)
-        antpos_ecef = get_antpos_ecef(cminfo["antenna_positions"], lon)
-        header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
+        # dict keys are bytes, not strings
+        header.create_dataset("altitude",    dtype="<f8", data=cminfo[b'cofa_alt'])
         ant_pos = np.zeros([NANTS_DATA,3], dtype=np.float64)
         ant_pos_enu = np.zeros([NANTS_DATA,3], dtype=np.float64)
         ant_pos_uvw = np.zeros([NANTS,3], dtype=np.float64)
         ant_names = ["NONE"]*NANTS_DATA
         ant_nums = [-1]*NANTS_DATA
         # make uvw array
-        for n, i in enumerate(cminfo["antenna_numbers"]):
-            ant_pos_uvw[i] = cminfo["antenna_positions_enu"][n]
+        for n, i in enumerate(cminfo[b"antenna_numbers"]):
+            ant_pos_uvw[i] = cminfo[b"antenna_positions_enu"][n]
         for i,(a,b) in enumerate(baselines):
             uvw[i] = ant_pos_uvw[a] - ant_pos_uvw[b]
         # get antenna metadata only for connected antennas
         idx = 0
-        for n, ant in enumerate(cminfo["antenna_numbers"]):
+        for n, ant in enumerate(cminfo[b"antenna_numbers"]):
             if ant not in ant_1_array:
                 continue
-            ant_pos[idx]     = antpos_ecef[n] - telescope_location_ecef
-            ant_names[idx]   = np.string_(cminfo["antenna_names"][n])
-            ant_nums[idx]    = cminfo["antenna_numbers"][n]
-            ant_pos_enu[idx] = cminfo["antenna_positions_enu"][n]
+            ant_pos[idx]     = antenna_positions[n]
+            ant_names[idx]   = np.string_(cminfo[b"antenna_names"][n])
+            ant_nums[idx]    = cminfo[b"antenna_numbers"][n]
+            ant_pos_enu[idx] = cminfo[b"antenna_positions_enu"][n]
             idx += 1
         # make sure we have the number we're expecting
         if idx != NANTS_DATA:
@@ -252,8 +253,8 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS_DATA,), data=ant_nums)
         header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos)
         header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos_enu)
-        header.create_dataset("latitude",    dtype="<f8", data=cminfo["cofa_lat"])
-        header.create_dataset("longitude",   dtype="<f8", data=cminfo["cofa_lon"])
+        header.create_dataset("latitude",    dtype="<f8", data=cminfo[b"cofa_lat"])
+        header.create_dataset("longitude",   dtype="<f8", data=cminfo[b"cofa_lon"])
     else:
         header.create_dataset("altitude",    dtype="<f8", data=0.0)
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
@@ -276,19 +277,29 @@ def create_header(h5, config, use_cm=False, use_redis=False):
 def add_extra_keywords(obj, cminfo=None, fenginfo=None):
     extras = obj.create_group("extra_keywords")
     if cminfo is not None:
-        extras.create_dataset("cmver", data=np.string_(cminfo["cm_version"]))
+        extras.create_dataset("cmver", data=np.string_(cminfo[b"cm_version"]))
         # Convert any numpy arrays to lists so they can be JSON encoded
-        cminfo_copy = copy.deepcopy(cminfo)
-        for key in list(cminfo_copy.keys()):
-            if isinstance(cminfo_copy[key], np.ndarray):
-                cminfo_copy[key] = cminfo_copy[key].tolist()
+        cminfo_copy = {}
+        for key in list(cminfo.keys()):
+            str_key = key.decode("utf-8")
+            if isinstance(cminfo[key], np.ndarray):
+                cminfo_copy[str_key] = cminfo[key].tolist()
+            else:
+                cminfo_copy[str_key] = cminfo[key]
         extras.create_dataset("cminfo", data=np.string_(json.dumps(cminfo_copy)))
         del(cminfo_copy)
     else:
         extras.create_dataset("cmver", data=np.string_("generated-without-cminfo"))
         extras.create_dataset("cminfo", data=np.string_("generated-without-cminfo"))
     if fenginfo is not None:
-        extras.create_dataset("finfo", data=np.string_(json.dumps(fenginfo)))
+        fenginfo_copy = {}
+        for key in list(fenginfo.keys()):
+            str_key = key.decode("utf-8")
+            if isinstance(fenginfo[key], bytes):
+                fenginfo_copy[str_key] = fenginfo[key].decode("utf-8")
+            else:
+                fenginfo_copy[str_key] = fenginfo[key]
+        extras.create_dataset("finfo", data=np.string_(json.dumps(fenginfo_copy)))
     else:
         extras.create_dataset("finfo", data=np.string_("generated-without-redis"))
     #extras.create_dataset("st_type", data=np.string_("???"))

From cb6236e4952b33242c83e538fdfdb3a756e4c6d8 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Mon, 27 Apr 2020 20:12:21 +0000
Subject: [PATCH 382/420] Use decode_responses=True when starting redis
 connections

---
 src/scripts/hera_catcher_take_data.py | 2 +-
 src/scripts/hera_catcher_up.py        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_catcher_take_data.py b/src/scripts/hera_catcher_take_data.py
index c810a557..f24f4434 100644
--- a/src/scripts/hera_catcher_take_data.py
+++ b/src/scripts/hera_catcher_take_data.py
@@ -33,7 +33,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 
 args = parser.parse_args()
 
-r = redis.Redis(args.redishost)
+r = redis.Redis(args.redishost, decode_responses=True)
 
 if len(args.tag) > 127:
   raise ValueError("Tag argument must be <127 characters!")
diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 3cd1739a..6daec73a 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -47,7 +47,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 # Environment sourcing command required to run remote python jobs
 python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate"), ";"]
 
-r = redis.Redis(args.redishost)
+r = redis.Redis(args.redishost, decode_responses=True)
 
 # Run performance tweaking script
 if args.runtweak:

From ea540260c8c9dc3854b5c13f20c8e136fc5bdcec Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Mon, 11 May 2020 21:34:11 +0000
Subject: [PATCH 383/420] updated scripts after redis decode enabled on
 correlator repos

---
 src/scripts/hera_create_bda_config.py      |  6 ++--
 src/scripts/hera_make_hdf5_template_bda.py | 40 +++++++++++++---------
 2 files changed, 26 insertions(+), 20 deletions(-)

diff --git a/src/scripts/hera_create_bda_config.py b/src/scripts/hera_create_bda_config.py
index f57cfc54..4fd2e325 100644
--- a/src/scripts/hera_create_bda_config.py
+++ b/src/scripts/hera_create_bda_config.py
@@ -26,7 +26,7 @@ def get_hera_to_corr_ants(r, ants=None):
     redis database, using a redis.Redis instance (r)
     """
     # dictionary keys are bytes, not strings
-    ant_to_snap = json.loads(r.hgetall("corr:map")[b'ant_to_snap'])
+    ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
     corr_nums = []
     if ants is None:
         ants = [int(a) for a in ant_to_snap.keys()]
@@ -45,10 +45,10 @@ def create_bda_config(n_ants_data, use_cm=False, use_redis=False):
     if use_cm:
         cminfo = get_cm_info()
         # dictionary keys are bytes, not strings
-        ants = cminfo[b'antenna_numbers']
+        ants = cminfo['antenna_numbers']
 
     if use_redis:
-       r = redis.Redis('redishost')
+       r = redis.Redis('redishost', decode_responses=True)
        corr_ant_nums = get_hera_to_corr_ants(r, ants)
 
     else:
diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 5e291d81..88106fbe 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -170,13 +170,13 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         cminfo = get_cm_info()
         # add the enu co-ords
         # dict keys are bytes, not strings
-        lat = cminfo[b"cofa_lat"] * np.pi / 180.0
-        lon = cminfo[b"cofa_lon"] * np.pi / 180.0
-        alt = cminfo[b"cofa_alt"]
+        lat = cminfo["cofa_lat"] * np.pi / 180.0
+        lon = cminfo["cofa_lon"] * np.pi / 180.0
+        alt = cminfo["cofa_alt"]
         cofa_ecef = get_telescope_location_ecef(lat, lon, alt)
-        antenna_positions = np.asarray(cminfo[b"antenna_positions"])
+        antenna_positions = np.asarray(cminfo["antenna_positions"])
         antpos_ecef = antenna_positions + cofa_ecef
-        cminfo[b"antenna_positions_enu"] = get_antpos_enu(antpos_ecef, lat, lon, alt)
+        cminfo["antenna_positions_enu"] = get_antpos_enu(antpos_ecef, lat, lon, alt)
     else:
         cminfo = None
 
@@ -225,26 +225,26 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     if use_cm:
         # convert lat and lon from degrees -> radians
         # dict keys are bytes, not strings
-        header.create_dataset("altitude",    dtype="<f8", data=cminfo[b'cofa_alt'])
+        header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
         ant_pos = np.zeros([NANTS_DATA,3], dtype=np.float64)
         ant_pos_enu = np.zeros([NANTS_DATA,3], dtype=np.float64)
         ant_pos_uvw = np.zeros([NANTS,3], dtype=np.float64)
         ant_names = ["NONE"]*NANTS_DATA
         ant_nums = [-1]*NANTS_DATA
         # make uvw array
-        for n, i in enumerate(cminfo[b"antenna_numbers"]):
-            ant_pos_uvw[i] = cminfo[b"antenna_positions_enu"][n]
+        for n, i in enumerate(cminfo["antenna_numbers"]):
+            ant_pos_uvw[i] = cminfo["antenna_positions_enu"][n]
         for i,(a,b) in enumerate(baselines):
             uvw[i] = ant_pos_uvw[a] - ant_pos_uvw[b]
         # get antenna metadata only for connected antennas
         idx = 0
-        for n, ant in enumerate(cminfo[b"antenna_numbers"]):
+        for n, ant in enumerate(cminfo["antenna_numbers"]):
             if ant not in ant_1_array:
                 continue
             ant_pos[idx]     = antenna_positions[n]
-            ant_names[idx]   = np.string_(cminfo[b"antenna_names"][n])
-            ant_nums[idx]    = cminfo[b"antenna_numbers"][n]
-            ant_pos_enu[idx] = cminfo[b"antenna_positions_enu"][n]
+            ant_names[idx]   = np.string_(cminfo["antenna_names"][n])
+            ant_nums[idx]    = cminfo["antenna_numbers"][n]
+            ant_pos_enu[idx] = cminfo["antenna_positions_enu"][n]
             idx += 1
         # make sure we have the number we're expecting
         if idx != NANTS_DATA:
@@ -253,8 +253,8 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS_DATA,), data=ant_nums)
         header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos)
         header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos_enu)
-        header.create_dataset("latitude",    dtype="<f8", data=cminfo[b"cofa_lat"])
-        header.create_dataset("longitude",   dtype="<f8", data=cminfo[b"cofa_lon"])
+        header.create_dataset("latitude",    dtype="<f8", data=cminfo["cofa_lat"])
+        header.create_dataset("longitude",   dtype="<f8", data=cminfo["cofa_lon"])
     else:
         header.create_dataset("altitude",    dtype="<f8", data=0.0)
         header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
@@ -277,11 +277,14 @@ def create_header(h5, config, use_cm=False, use_redis=False):
 def add_extra_keywords(obj, cminfo=None, fenginfo=None):
     extras = obj.create_group("extra_keywords")
     if cminfo is not None:
-        extras.create_dataset("cmver", data=np.string_(cminfo[b"cm_version"]))
+        extras.create_dataset("cmver", data=np.string_(cminfo["cm_version"]))
         # Convert any numpy arrays to lists so they can be JSON encoded
         cminfo_copy = {}
         for key in list(cminfo.keys()):
-            str_key = key.decode("utf-8")
+            if isinstance(key, bytes):
+                str_key = key.decode("utf-8")
+            else:
+                str_key = key
             if isinstance(cminfo[key], np.ndarray):
                 cminfo_copy[str_key] = cminfo[key].tolist()
             else:
@@ -294,7 +297,10 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
     if fenginfo is not None:
         fenginfo_copy = {}
         for key in list(fenginfo.keys()):
-            str_key = key.decode("utf-8")
+            if isinstance(key, bytes):
+                str_key = key.decode("utf-8")
+            else:
+                str_key = key
             if isinstance(fenginfo[key], bytes):
                 fenginfo_copy[str_key] = fenginfo[key].decode("utf-8")
             else:

From 0b2a90da10888dfaebb1539953a08965955b214b Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Tue, 19 May 2020 12:55:03 -0700
Subject: [PATCH 384/420] Convert nsamples to float instead of uint

---
 src/hera_catcher_disk_thread_bda.c | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 817533f9..5ac779d3 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -500,7 +500,7 @@ static double compute_jd_from_mcnt(uint64_t mcnt, uint64_t sync_time_ms, double
  * Write N_BL_PER_WRITE bcnts to the dataset, at the right offset
  */
 static void write_baseline_index(hdf5_id_t *id, hsize_t bcnt, hsize_t nblts, hid_t mem_space, 
-                                 uint64_t *visdata_buf, hbool_t *flags, uint32_t *nsamples)
+                                 uint64_t *visdata_buf, hbool_t *flags, float *nsamples)
 {
     hsize_t start[N_DATA_DIMS] = {bcnt, 0, 0, 0};
     hsize_t count[N_DATA_DIMS] = {nblts, 1, N_CHAN_PROCESSED, N_STOKES};
@@ -776,10 +776,10 @@ static void *run(hashpipe_thread_args_t * args)
 
     // Allocate an array of bools for flags and n_samples
     hbool_t *flags     = (hbool_t *) malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
-    uint32_t *nsamples = (uint32_t *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(uint32_t));
+    float *nsamples = (float *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(float));
 
     memset(flags,    0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
-    memset(nsamples, 1, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(uint32_t));
+    memset(nsamples, 1, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(float));
 
     // Define memory space of a block
     hsize_t dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};

From 6da12078b03ddd72aed341e8de8ae5b3643a0133 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Sat, 30 May 2020 11:45:17 -0700
Subject: [PATCH 385/420] Fix uvw calculation

---
 src/scripts/hera_make_hdf5_template_bda.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 88106fbe..ba8e5741 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -234,8 +234,8 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         # make uvw array
         for n, i in enumerate(cminfo["antenna_numbers"]):
             ant_pos_uvw[i] = cminfo["antenna_positions_enu"][n]
-        for i,(a,b) in enumerate(baselines):
-            uvw[i] = ant_pos_uvw[a] - ant_pos_uvw[b]
+        for i, (a, b) in enumerate(baselines):
+            uvw[i] = ant_pos_uvw[b] - ant_pos_uvw[a]
         # get antenna metadata only for connected antennas
         idx = 0
         for n, ant in enumerate(cminfo["antenna_numbers"]):

From 21ba53045d537de906df04d23dc3898e891297ea Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Mon, 22 Jun 2020 21:17:10 +0000
Subject: [PATCH 386/420] Update hera_mc command location

---
 src/hera_catcher_disk_thread_bda.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 5ac779d3..e78b7c29 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -626,7 +626,7 @@ static void add_mc_obs(char *fname)
   int err;
   fprintf(stdout, "Adding observation %s to M&C\n", fname);
   // Launch (hard-coded) python script in the background and pass in filename
-  sprintf(cmd, "/home/hera/anaconda3/envs/hera3/bin/mc_add_observation.py %s", fname);
+  sprintf(cmd, "/home/hera/hera-venv/bin/mc_add_observation.py %s", fname);
   if (fork() == 0) {
     err = system(cmd);
     if (err != 0) {

From 6edb10267b1b3f4959421533994343c756826f3b Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Tue, 23 Jun 2020 21:50:07 +0000
Subject: [PATCH 387/420] Change script location (hopefully for the last time)

---
 src/hera_catcher_disk_thread_bda.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index e78b7c29..c8724cc8 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -626,7 +626,7 @@ static void add_mc_obs(char *fname)
   int err;
   fprintf(stdout, "Adding observation %s to M&C\n", fname);
   // Launch (hard-coded) python script in the background and pass in filename
-  sprintf(cmd, "/home/hera/hera-venv/bin/mc_add_observation.py %s", fname);
+  sprintf(cmd, "/home/hera/hera-venv/envs/hera/bin/mc_add_observation.py %s", fname);
   if (fork() == 0) {
     err = system(cmd);
     if (err != 0) {

From b675e3a6bf42e5942987e2d2da125c60ab41fc40 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 24 Jun 2020 11:03:02 +0000
Subject: [PATCH 388/420] Fix coordinates and python3-ness...

... 1. Make it Python3 and Redis compatible by fixing arrays of
strings and json dumps. 2. Fix coordinate problems with ecef and
enu (copied what the bda version does).
---
 src/scripts/hera_make_hdf5_template.py | 35 ++++++++++++++++++--------
 1 file changed, 24 insertions(+), 11 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template.py b/src/scripts/hera_make_hdf5_template.py
index b45a7f8b..26ee9255 100644
--- a/src/scripts/hera_make_hdf5_template.py
+++ b/src/scripts/hera_make_hdf5_template.py
@@ -23,7 +23,7 @@ def get_corr_to_hera_map(r, nants_data=192, nants=352):
 
     # A dictionary with keys which are antenna numbers
     # of the for {<ant> :{<pol>: {'host':SNAPHOSTNAME, 'channel':INTEGER}}}
-    ant_to_snap = json.loads(r.hgetall("corr:map")['ant_to_snap'])
+    ant_to_snap = json.loads(r.hget("corr:map", "ant_to_snap"))
     #host_to_index = r.hgetall("corr:snap_ants")
     for ant, pol in ant_to_snap.items():
         hera_ant_number = int(ant)
@@ -34,9 +34,8 @@ def get_corr_to_hera_map(r, nants_data=192, nants=352):
             logger.warning("Couldn't find antenna indices for %s" % host)
             continue
         corr_ant_number = json.loads(snap_ant_chans)[chan//2] #Indexes from 0-3 (ignores pol)
-        print(corr_ant_number)
         out_map[corr_ant_number] = hera_ant_number
-        print("HERA antenna %d maps to correlator input %d" % (hera_ant_number, corr_ant_number))
+        logging.info("HERA antenna %d maps to correlator input %d" % (hera_ant_number, corr_ant_number))
 
     return out_map
 
@@ -72,7 +71,7 @@ def get_cm_info():
 
 def get_antpos_enu(antpos, lat, lon, alt):
     """
-    Compute the antenna positions in ENU coordinates from rotECEF.
+    Compute the antenna positions in ENU coordinates from ECEF.
 
     Args:
       antpos -- array of antenna positions. Should have shape (Nants, 3).
@@ -84,8 +83,8 @@ def get_antpos_enu(antpos, lat, lon, alt):
       enu -- array of antenna positions in ENU frame. Has shape (Nants, 3).
     """
     import pyuvdata.utils as uvutils
-    ecef = uvutils.ECEF_from_rotECEF(antpos, lon)
-    enu  = uvutils.ENU_from_ECEF(ecef, lat, lon, alt)
+    antpos = np.asarray(antpos)
+    enu  = uvutils.ENU_from_ECEF(antpos, lat, lon, alt)
     return enu
 
 def get_antpos_ecef(antpos, lon):
@@ -100,6 +99,7 @@ def get_antpos_ecef(antpos, lon):
       ecef -- array of antenna positions in ECEF frame. Has shape (Nants, 3)
     """
     import pyuvdata.utils as uvutils
+    antpos = np.asarray(antpos)
     ecef = uvutils.ECEF_from_rotECEF(antpos, lon)
     return ecef
 
@@ -152,8 +152,11 @@ def create_header(h5, use_cm=False, use_redis=False):
         # add the enu co-ords
         lat = cminfo["cofa_lat"] * np.pi / 180.
         lon = cminfo["cofa_lon"] * np.pi / 180.
-        cminfo["antenna_positions_enu"] = get_antpos_enu(cminfo["antenna_positions"], lat, lon,
-                                                         cminfo["cofa_alt"])
+        alt = cminfo["cofa_alt"]
+        cofa_ecef = get_telescope_location_ecef(lat, lon, alt)
+        antenna_positions = np.asarray(cminfo["antenna_positions"])
+        antpos_ecef = antenna_positions + cofa_ecef
+        cminfo["antenna_positions_enu"] = get_antpos_enu(antpos_ecef, lat, lon, alt)
     else:
         cminfo = None
 
@@ -204,7 +207,7 @@ def create_header(h5, use_cm=False, use_redis=False):
         header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
         ant_pos = -1 * np.ones([NANTS,3], dtype=np.int64) * telescope_location_ecef
         ant_pos_enu = -1 * np.ones([NANTS,3], dtype=np.int64) * telescope_location_ecef
-        ant_names = ["NONE"]*NANTS
+        ant_names = np.string_(["NONE"]*NANTS)
         ant_nums = [-1]*NANTS
         for n, i in enumerate(cminfo["antenna_numbers"]):
             ant_pos[i]     = antpos_ecef[n] - telescope_location_ecef
@@ -219,7 +222,7 @@ def create_header(h5, use_cm=False, use_redis=False):
         header.create_dataset("longitude",   dtype="<f8", data=cminfo["cofa_lon"])
     else:
         header.create_dataset("altitude",    dtype="<f8", data=0.0)
-        header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
+        header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=np.string_(["NONE"]*NANTS))
         header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=list(range(NANTS)))
         header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
         header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
@@ -251,7 +254,17 @@ def add_extra_keywords(obj, cminfo=None, fenginfo=None):
         extras.create_dataset("cmver", data=np.string_("generated-without-cminfo"))
         extras.create_dataset("cminfo", data=np.string_("generated-without-cminfo"))
     if fenginfo is not None:
-        extras.create_dataset("finfo", data=np.string_(json.dumps(fenginfo)))
+        fenginfo_copy = {}
+        for key in list(fenginfo.keys()):
+            if isinstance(key, bytes):
+                str_key = key.decode("utf-8")
+            else:
+                str_key = key
+            if isinstance(fenginfo[key], bytes):
+                fenginfo_copy[str_key] = fenginfo[key].decode("utf-8")
+            else:
+                fenginfo_copy[str_key] = fenginfo[key]
+        extras.create_dataset("finfo", data=np.string_(json.dumps(fenginfo_copy)))
     else:
         extras.create_dataset("finfo", data=np.string_("generated-without-redis"))
     #extras.create_dataset("st_type", data=np.string_("???"))

From f28b46fdb6bbc41598092c849cb85b3629847b81 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Mon, 29 Jun 2020 13:26:08 +0000
Subject: [PATCH 389/420] Include old version option

---
 src/scripts/hera_catcher_take_data.py | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/src/scripts/hera_catcher_take_data.py b/src/scripts/hera_catcher_take_data.py
index f24f4434..e6a7a6a7 100644
--- a/src/scripts/hera_catcher_take_data.py
+++ b/src/scripts/hera_catcher_take_data.py
@@ -6,7 +6,8 @@
 import subprocess
 
 python_source_cmd = ['source', '~/hera-venv/bin/activate']
-template_cmd = ['hera_make_hdf5_template_bda.py']
+template_cmd_bda = ['hera_make_hdf5_template_bda.py']
+template_cmd = ['hera_make_hdf5_template.py']
 
 def run_on_hosts(hosts, cmd, user=None, wait=True):
     if isinstance(cmd, str):
@@ -28,6 +29,8 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 parser.add_argument('-r', dest='redishost', type=str, default='redishost', help='Host serving redis database')
 parser.add_argument('-n', dest='nfiles', type=int, default=10, help='Number of files of data to capture')
 parser.add_argument('-m', dest='msperfile', type=int, default=60000, help='Number of ms of data per file')
+parser.add_argument('--nobda', dest='nobda', action='store_true', default=False,
+                    help='Use the baseline dependent averaging version')
 parser.add_argument('--tag', dest='tag', type=str, default='none', help='A descriptive tag to go into data files')
 parser.add_argument('-t', dest='hdf5template', type=str, default='/tmp/template.h5', help='Place to put HDF5 header template file')
 
@@ -39,7 +42,10 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
   raise ValueError("Tag argument must be <127 characters!")
 
 # Generate the meta-data template
-run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
+if not args.nobda:
+    run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd_bda + ['-c', '-r', args.hdf5template], wait=True)
+else:
+   run_on_hosts([args.host], python_source_cmd + [';'] + template_cmd + ['-c', '-r', args.hdf5template], wait=True)
 
 
 #Configure runtime parameters

From 76f71003677c821921d37f8779908cb72b6f4742 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Mon, 29 Jun 2020 13:27:15 +0000
Subject: [PATCH 390/420] Correct ethernet port that needs to be teaked

---
 src/scripts/tweak-perf-sn.sh | 24 ++++++++++++------------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/src/scripts/tweak-perf-sn.sh b/src/scripts/tweak-perf-sn.sh
index c5fcbdf4..bd7612f9 100755
--- a/src/scripts/tweak-perf-sn.sh
+++ b/src/scripts/tweak-perf-sn.sh
@@ -4,29 +4,29 @@
 for i in `ls /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor`; do echo performance > $i; done
 
 # Set mtu
-ifconfig eth3 mtu 4500
+ifconfig eth4 mtu 4500
 
 # Turn on pause requests
-ethtool -A eth3 rx on
+ethtool -A eth4 rx on
 
 # Kernel buffer sizes
 sysctl net.core.rmem_max=83886080
 sysctl net.core.rmem_default=83886080
 
 # Kill packets before the IP stack
-iptables -t raw -A PREROUTING -i eth3 -p udp -j DROP
+iptables -t raw -A PREROUTING -i eth4 -p udp -j DROP
 
 # Set interrupt coalescing
-ethtool -C eth3 adaptive-rx off
-ethtool -C eth3 rx-frames 8
-ethtool -C eth3 rx-usecs 0
+ethtool -C eth4 adaptive-rx off
+ethtool -C eth4 rx-frames 8
+ethtool -C eth4 rx-usecs 0
 
 # Set ring sizes to max
-ethtool -G eth3 rx 8192
+ethtool -G eth4 rx 8192
 
 # Set Receiver Side Steering
-#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.110 m 0.0.0.0 action 4 loc 1
-#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 5 loc 2
-#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 6 loc 3
-#ethtool -U eth3 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 7 loc 4
-ethtool -U eth3 flow-type udp4 src-ip 10.80.40.1 m 255.255.255.255 action 1 loc 1
+#ethtool -U eth4 flow-type udp4 src-ip 10.0.10.110 m 0.0.0.0 action 4 loc 1
+#ethtool -U eth4 flow-type udp4 src-ip 10.0.10.111 m 0.0.0.0 action 5 loc 2
+#ethtool -U eth4 flow-type udp4 src-ip 10.0.10.113 m 0.0.0.0 action 6 loc 3
+#ethtool -U eth4 flow-type udp4 src-ip 10.0.10.114 m 0.0.0.0 action 7 loc 4
+ethtool -U eth4 flow-type udp4 src-ip 10.80.40.1 m 255.255.255.255 action 1 loc 1

From 0577d5be8b66727fac00030bc71089dd87646231 Mon Sep 17 00:00:00 2001
From: Aaron Parsons <aparsons@berkeley.edu>
Date: Tue, 14 Jul 2020 15:44:20 -0700
Subject: [PATCH 391/420] Removed unused files to clean things up.

---
 src/Makefile.am                   |   3 -
 src/paper_crc_thread.c            | 232 ---------------
 src/paper_gpu_cpu_output_thread.c | 155 ----------
 src/paper_gpu_output_thread.c     | 476 ------------------------------
 4 files changed, 866 deletions(-)
 delete mode 100644 src/paper_crc_thread.c
 delete mode 100644 src/paper_gpu_cpu_output_thread.c
 delete mode 100644 src/paper_gpu_output_thread.c

diff --git a/src/Makefile.am b/src/Makefile.am
index e116bf4b..a1490d87 100644
--- a/src/Makefile.am
+++ b/src/Makefile.am
@@ -22,14 +22,11 @@ paper_databuf = paper_databuf.h \
 	            paper_databuf.c
 
 paper_threads = paper_fake_net_thread.c          \
-                paper_gpu_cpu_output_thread.c    \
-                paper_gpu_output_thread.c        \
                 paper_gpu_thread.c               \
                 paper_fluff_thread.c             \
                 hera_pktsock_thread.c            \
                 hera_ibv_thread.c                \
                 hera_fake_gpu_thread.c           \
-                paper_crc_thread.c               \
                 hera_gpu_output_thread.c         \
                 hera_gpu_bda_thread.c            \
                 hera_bda_output_thread.c         \
diff --git a/src/paper_crc_thread.c b/src/paper_crc_thread.c
deleted file mode 100644
index f58f06fe..00000000
--- a/src/paper_crc_thread.c
+++ /dev/null
@@ -1,232 +0,0 @@
-/* paper_crc_thread.c
- *
- * Routine to read packets from network and validate their CRCs (if present).
- * This does not process the data nor pass it on to any other thread.
- */
-
-#include <stdio.h>
-#include <stdlib.h>
-#include <math.h>
-#include <unistd.h>
-#include <stdint.h>
-#include <string.h>
-#include <pthread.h>
-#include <sys/time.h>
-#include <sys/resource.h>
-#include <sys/types.h>
-#include <errno.h>
-#include <zlib.h>
-
-#include <xgpu.h>
-
-#include "hashpipe.h"
-#include "paper_databuf.h"
-
-typedef struct {
-    uint64_t mcnt;
-    int      fid;	// Fengine ID
-    int      xid;	// Xengine ID
-} packet_header_t;
-
-// The fields of a block_info_t structure hold (at least) two different kinds
-// of data.  Some fields hold data that persist over many packets while other
-// fields hold data that are only applicable to the current packet (or the
-// previous packet).
-typedef struct {
-    int initialized;
-    int32_t  self_xid;
-    uint64_t mcnt_start;
-    uint64_t mcnt_offset;
-    uint64_t mcnt_prior;
-    int out_of_seq_cnt;
-    int block_i;
-    // The m,x,f fields hold three of the five dimensional indices for
-    // the first data word of the current packet (i.e. t=0 and c=0).
-    int m; // formerly known as sub_block_i
-    int f;
-    int block_active[N_INPUT_BLOCKS];
-} block_info_t;
-
-static hashpipe_status_t *st_p;
-
-static inline void get_header (struct hashpipe_udp_packet *p, packet_header_t * pkt_header)
-{
-    uint64_t raw_header;
-    raw_header = be64toh(*(unsigned long long *)p->data);
-    pkt_header->mcnt        = raw_header >> 16;
-    pkt_header->xid         = raw_header        & 0x00000000000000FF;
-    pkt_header->fid         = (raw_header >> 8) & 0x00000000000000FF;
-}
-
-#define ELAPSED_NS(start,stop) \
-  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
-
-static void *run(hashpipe_thread_args_t * args)
-{
-    // Local aliases to shorten access to args fields
-    // Our output buffer happens to be a paper_input_databuf
-    hashpipe_status_t st = args->st;
-    const char * status_key = args->thread_desc->skey;
-
-    st_p = &st;	// allow global (this source file) access to the status buffer
-
-    // Get inital value for crc32 function
-    uint32_t init_crc = crc32(0,0,0);
-
-    // Flag that holds off the crc thread
-    int holdoff = 1;
-
-    // Force ourself into the hold off state
-    hashpipe_status_lock_safe(&st);
-    hputi4(st.buf, "NETHOLD", 1);
-    hashpipe_status_unlock_safe(&st);
-
-    while(holdoff) {
-	// We're not in any hurry to startup
-	sleep(1);
-	hashpipe_status_lock_safe(&st);
-	// Look for NETHOLD value
-	hgeti4(st.buf, "NETHOLD", &holdoff);
-	if(!holdoff) {
-	    // Done holding, so delete the key
-	    hdel(st.buf, "NETHOLD");
-	}
-	hashpipe_status_unlock_safe(&st);
-    }
-
-    /* Read network params */
-    struct hashpipe_udp_params up = {
-	.bindhost = "0.0.0.0",
-	.bindport = 8511,
-	.packet_size = 8200
-    };
-    hashpipe_status_lock_safe(&st);
-    // Get info from status buffer if present (no change if not present)
-    hgets(st.buf, "BINDHOST", 80, up.bindhost);
-    hgeti4(st.buf, "BINDPORT", &up.bindport);
-    // Store bind host/port info etc in status buffer
-    hputs(st.buf, "BINDHOST", up.bindhost);
-    hputi4(st.buf, "BINDPORT", up.bindport);
-    hputu4(st.buf, "CRCPKOK", 0);
-    hputu4(st.buf, "CRCPKERR", 0);
-    hputs(st.buf, status_key, "running");
-    hashpipe_status_unlock_safe(&st);
-
-    struct hashpipe_udp_packet p;
-
-    /* Give all the threads a chance to start before opening network socket */
-    sleep(1);
-
-
-    /* Set up UDP socket */
-    int rv = hashpipe_udp_init(&up);
-    if (rv!=HASHPIPE_OK) {
-        hashpipe_error("paper_crc_thread",
-                "Error opening UDP socket.");
-        pthread_exit(NULL);
-    }
-    pthread_cleanup_push((void *)hashpipe_udp_close, &up);
-
-    /* Main loop */
-    uint64_t packet_count = 0;
-    uint64_t good_count = 0;
-    uint64_t error_count = 0;
-    uint64_t elapsed_wait_ns = 0;
-    uint64_t elapsed_recv_ns = 0;
-    uint64_t elapsed_proc_ns = 0;
-    float ns_per_wait = 0.0;
-    float ns_per_recv = 0.0;
-    float ns_per_proc = 0.0;
-    struct timespec start, stop;
-    struct timespec recv_start, recv_stop;
-    packet_header_t hdr;
-
-    while (run_threads()) {
-
-        /* Read packet */
-	clock_gettime(CLOCK_MONOTONIC, &recv_start);
-	do {
-	    clock_gettime(CLOCK_MONOTONIC, &start);
-	    p.packet_size = recv(up.sock, p.data, HASHPIPE_MAX_PACKET_SIZE, 0);
-	    clock_gettime(CLOCK_MONOTONIC, &recv_stop);
-	} while (p.packet_size == -1 && (errno == EAGAIN || errno == EWOULDBLOCK) && run_threads());
-
-	// Break out of loop if stopping
-	if(!run_threads()) break;
-
-	// Increment packet count
-	packet_count++;
-
-	// Check CRC
-        if(crc32(init_crc, (/*const?*/ uint8_t *)p.data, p.packet_size) == 0xffffffff) {
-	    // CRC OK! Increment good counter
-	    good_count++;
-	} else {
-	    // CRC error!  Increment error counter
-	    error_count++;
-
-	    // Log message
-	    get_header(&p, &hdr);
-	    hashpipe_warn("paper_crc", "CRC error mcnt %llu ; fid %u ; xid %u",
-		    hdr.mcnt, hdr.fid, hdr.xid);
-	}
-
-	clock_gettime(CLOCK_MONOTONIC, &stop);
-	elapsed_wait_ns += ELAPSED_NS(recv_start, start);
-	elapsed_recv_ns += ELAPSED_NS(start, recv_stop);
-	elapsed_proc_ns += ELAPSED_NS(recv_stop, stop);
-
-        if(packet_count % 1000 == 0) {
-	    // Compute stats
-	    get_header(&p, &hdr);
-            ns_per_wait = (float)elapsed_wait_ns / packet_count;
-            ns_per_recv = (float)elapsed_recv_ns / packet_count;
-            ns_per_proc = (float)elapsed_proc_ns / packet_count;
-
-            // Update status
-            hashpipe_status_lock_busywait_safe(&st);
-            hputu8(st.buf, "CRCMCNT", hdr.mcnt);
-	    // Gbps = bits_per_packet / ns_per_packet
-	    // (N_BYTES_PER_PACKET excludes header, so +8 for the header)
-            hputr4(st.buf, "CRCGBPS", 8*(N_BYTES_PER_PACKET+8)/(ns_per_recv+ns_per_proc));
-            hputr4(st.buf, "CRCWATNS", ns_per_wait);
-            hputr4(st.buf, "CRCRECNS", ns_per_recv);
-            hputr4(st.buf, "CRCPRCNS", ns_per_proc);
-	    // TODO Provide some way to recognize request to zero out the
-	    // CRCERR and CRCOK fields.
-	    hputu8(st.buf, "CRCPKOK",  good_count);
-	    hputu8(st.buf, "CRCPKERR", error_count);
-            hashpipe_status_unlock_safe(&st);
-
-	    // Start new average
-	    elapsed_wait_ns = 0;
-	    elapsed_recv_ns = 0;
-	    elapsed_proc_ns = 0;
-	    packet_count = 0;
-        }
-
-        /* Will exit if thread has been cancelled */
-        pthread_testcancel();
-    }
-
-    /* Have to close all push's */
-    pthread_cleanup_pop(1); /* Closes push(hashpipe_udp_close) */
-
-    return NULL;
-}
-
-static hashpipe_thread_desc_t crc_thread = {
-    name: "paper_crc_thread",
-    skey: "CRCSTAT",
-    init: NULL,
-    run:  run,
-    ibuf_desc: {NULL},
-    obuf_desc: {NULL}
-};
-
-static __attribute__((constructor)) void ctor()
-{
-  register_hashpipe_thread(&crc_thread);
-}
-
-// vi: set ts=8 sw=4 noet :
diff --git a/src/paper_gpu_cpu_output_thread.c b/src/paper_gpu_cpu_output_thread.c
deleted file mode 100644
index 4c97c938..00000000
--- a/src/paper_gpu_cpu_output_thread.c
+++ /dev/null
@@ -1,155 +0,0 @@
-/*
- * paper_gpu_cpu_output_thread.c
- *
- * Routine to sink data from the paper_gpu_cpu_thread.
- */
-
-#include <stdio.h>
-#include <time.h>
-#include <math.h>
-#include <pthread.h>
-
-#include <xgpu.h>
-
-#include "hashpipe.h"
-#include "paper_databuf.h"
-
-#define TOL (1e-5)
-
-static XGPUInfo xgpu_info;
-
-static int init(hashpipe_thread_args_t *args)
-{
-    hashpipe_status_t st = args->st;
-
-    hashpipe_status_lock_safe(&st);
-    hputr4(st.buf, "CGOMXERR", 0.0);
-    hputi4(st.buf, "CGOERCNT", 0);
-    hputi4(st.buf, "CGOMXECT", 0);
-    hashpipe_status_unlock_safe(&st);
-
-    // Success!
-    return 0;
-}
-
-#define zabs(x,i) hypot(x[i],x[i+1])
-
-static void *run(hashpipe_thread_args_t * args)
-{
-    // Local aliases to shorten access to args fields
-    // Our input buffer happens to be a paper_ouput_databuf
-    paper_output_databuf_t *db = (paper_output_databuf_t *)args->ibuf;
-    hashpipe_status_t st = args->st;
-    const char * status_key = args->thread_desc->skey;
-
-    /* Main loop */
-    int i, rv, debug=20;
-    int block_idx[2] = {0, 1};
-    int error_count, max_error_count = 0;
-    float *gpu_data, *cpu_data;
-    float error, max_error = 0.0;
-    while (run_threads()) {
-
-        hashpipe_status_lock_safe(&st);
-        hputs(st.buf, status_key, "waiting");
-        hashpipe_status_unlock_safe(&st);
-
-        // Wait for two new blocks to be filled
-        for(i=0; i<2; i++) {
-            while ((rv=paper_output_databuf_wait_filled(db, block_idx[i]))
-                    != HASHPIPE_OK) {
-                if (rv==HASHPIPE_TIMEOUT) {
-                    hashpipe_status_lock_safe(&st);
-                    hputs(st.buf, status_key, "blocked");
-                    hashpipe_status_unlock_safe(&st);
-                    continue;
-                } else {
-                    hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
-                    pthread_exit(NULL);
-                    break;
-                }
-            }
-        }
-
-        // Note processing status, current input block
-        hashpipe_status_lock_safe(&st);
-        hputs(st.buf, status_key, "processing");
-        hputi4(st.buf, "CGOBLKIN", block_idx[0]);
-        hashpipe_status_unlock_safe(&st);
-
-        // Reorder GPU block
-        if(debug==20) {
-          fprintf(stderr, "GPU block in == %d\n", block_idx[0]);
-          fprintf(stderr, "CPU block in == %d\n", block_idx[1]);
-        }
-        xgpuReorderMatrix((Complex *)db->block[block_idx[0]].data);
-
-        // Compare blocks
-        error_count = 0.0;
-        gpu_data = (float *) db->block[block_idx[0]].data;
-        cpu_data = (float *) db->block[block_idx[1]].data;
-        for(i=0; i<xgpu_info.matLength; i+=2) {
-            if(zabs(cpu_data,i) == 0) {
-                error = zabs(gpu_data,i);
-            } else {
-                error = hypotf(gpu_data[i]-cpu_data[i], gpu_data[i+1]-cpu_data[i+1]);
-                error /= zabs(cpu_data,i);
-            }
-            if(error > 3*TOL) {
-                error_count++;
-                if(debug) {
-                    fprintf(stderr,
-                        "%3d: GPU:(%+4e, %+4e) CPU:(%+4e, %+4e) err %+4e\n", i,
-                        gpu_data[i], gpu_data[i+1],
-                        cpu_data[i], cpu_data[i+1],
-                        error
-                        );
-                    debug--;
-                }
-            }
-            if(error > max_error) {
-                max_error = error;
-            }
-        }
-        if(error_count > max_error_count) {
-            max_error_count = error_count;
-        }
-
-        // Update status values
-        hashpipe_status_lock_safe(&st);
-        hputr4(st.buf, "CGOMXERR", max_error);
-        hputi4(st.buf, "CGOERCNT", error_count);
-        hputi4(st.buf, "CGOMXECT", max_error_count);
-        hashpipe_status_unlock_safe(&st);
-
-        // Mark blocks as free
-        for(i=0; i<2; i++) {
-            paper_output_databuf_set_free(db, block_idx[i]);
-        }
-
-        // Setup for next block
-        for(i=0; i<2; i++) {
-            block_idx[i] = (block_idx[i] + 2) % db->header.n_block;
-        }
-
-        /* Will exit if thread has been cancelled */
-        pthread_testcancel();
-    }
-
-    // Thread success!
-    return NULL;
-}
-
-static hashpipe_thread_desc_t gpu_cpu_output_thread = {
-    name: "paper_gpu_cpu_output_thread",
-    skey: "CGOSTAT",
-    init: init,
-    run:  run,
-    ibuf_desc: {paper_output_databuf_create},
-    obuf_desc: {NULL}
-};
-
-static __attribute__((constructor)) void ctor()
-{
-  register_hashpipe_thread(&gpu_cpu_output_thread);
-}
diff --git a/src/paper_gpu_output_thread.c b/src/paper_gpu_output_thread.c
deleted file mode 100644
index f59f1187..00000000
--- a/src/paper_gpu_output_thread.c
+++ /dev/null
@@ -1,476 +0,0 @@
-// paper_gpu_output_thread.c
-//
-// Sends integrated GPU output to "catcher" machine for assimilation into a
-// dataset.
-
-#include <stdio.h>
-#include <string.h>
-#include <time.h>
-#include <errno.h>
-#include <unistd.h>
-#include <endian.h>
-#include <pthread.h>
-#include <sys/types.h>
-#include <sys/socket.h>
-#include <netdb.h>
-
-#include <xgpu.h>
-
-#include "hashpipe.h"
-#include "paper_databuf.h"
-
-//   Correlator data are sent to a data catcher using a simple UDP packetization
-//   format:
-
-//   uint64_t TIMESTAMP (set to be the MCNT provided by the databuf delivered by the upstream processor)
-//   uint32_t OFFSET (offset in bytes where this packet should be placed in memory to build the complete output)
-//   uint16_t X-ENGINE ID
-//   uint16_t PAYLOAD LENGTH (length of data payload in this packet in bytes)
-
-// Structure for packet header
-
-typedef struct pkthdr {
-  uint64_t timestamp;
-  uint32_t offset;
-  uint16_t xeng_id;
-  uint16_t payload_len;
-} pkthdr_t;
-
-// Macros for generating values for the pkthdr_t fields
-#define TIMESTAMP(x) (htobe64((uint64_t)x))
-#define OFFSET(x)    (htobe32((uint32_t)x))
-#define XENG_ID(x)    (htobe16((uint16_t)x))
-#define PAYLOAD_LEN(x)    (htobe16((uint16_t)x))
-
-#define CONVERT(x) (htobe32(x))
-
-typedef int32_t pktdata_t;
-
-// Structure of a packet
-typedef struct pkt {
-  pkthdr_t hdr;
-  pktdata_t data[OUTPUT_BYTES_PER_PACKET/sizeof(pktdata_t)];
-} pkt_t;
-
-static XGPUInfo xgpu_info;
-
-// PACKET_DELAY_NS is number of nanoseconds to delay between packets.  This is
-// to prevent overflowing the network interface's TX queue.
-// Keep in mind the total throughput of the network, and also the number
-// of x-engine instances which will be running on each host.
-
-// Note that the below calculations account only for the packet's payload (i.e.
-// it considers the size of the packet header to be negligible).
-//
-// 1000 megabit per second =   1 nanosecond per bit
-//  100 megabit per second =  10 nanosecond per bit
-//   10 megabit per second = 100 nanosecond per bit
-
-// Set to 200 Mbps -- OK for two instances per node.
-// With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (5 * 8*OUTPUT_BYTES_PER_PACKET)
-
-// bytes_per_dump depends on xgpu_info.triLength
-static uint64_t bytes_per_dump = 0;
-// packets_per_dump is bytes_per_dump / OUTPUT_BYTES_PER_PACKET
-static unsigned int packets_per_dump = 0;
-
-// Open and connect a UDP socket to the given host and port.  Note that port is
-// a string and can be a stringified integer (e.g. "7148") or a service name
-// (e.g. "ntp").  Returns -1 on error, otherwise a valid descriptor for an open
-// and connected socket.
-static int
-open_udp_socket(const char *host, const char *port)
-{
-    struct addrinfo hints;
-    struct addrinfo *result, *rp;
-    int s, sfd=-1;
-
-    // Obtain address(es) matching host/port
-
-    memset(&hints, 0, sizeof(struct addrinfo));
-    hints.ai_family = AF_INET;
-    hints.ai_socktype = SOCK_DGRAM;
-    hints.ai_flags = 0;
-    hints.ai_protocol = 0;
-
-    s = getaddrinfo(host, port, &hints, &result);
-    if (s != 0) {
-        hashpipe_error("getaddrinfo", gai_strerror(s));
-        return -1;
-    }
-
-    // getaddrinfo() returns a list of address structures.
-    // Try each address until we successfully connect(2).
-    // If socket(2) (or connect(2)) fails, we (close the socket
-    // and) try the next address.
-
-    for (rp = result; rp != NULL; rp = rp->ai_next) {
-        sfd = socket(rp->ai_family, rp->ai_socktype, rp->ai_protocol);
-
-        if (sfd == -1) {
-            continue;
-        }
-
-        if (connect(sfd, rp->ai_addr, rp->ai_addrlen) != -1) {
-            break; // Success
-        }
-
-        close(sfd);
-        sfd = -1;
-    }
-
-    freeaddrinfo(result);
-
-#if 0
-    // Print send buffer size
-    int bufsize;
-    unsigned int bufsizesize = sizeof(bufsize);
-    getsockopt(sfd, SOL_SOCKET, SO_SNDBUF, &bufsize, &bufsizesize);
-    printf("send buffer size is %d\n", bufsize);
-#endif
-
-    return sfd;
-}
-
-
-// Computes the triangular index of an (i,j) pair as shown here...
-// NB: Output is valid only if i >= j.
-//
-//      i=0  1  2  3  4..
-//     +---------------
-// j=0 | 00 01 03 06 10
-//   1 |    02 04 07 11
-//   2 |       05 08 12
-//   3 |          09 13
-//   4 |             14
-//   :
-static inline off_t tri_index(const int i, const int j)
-{
-  return (i * (i+1))/2 + j;
-}
-
-// regtile_chan_length is the number of complex cross products per channel for
-// the xGPU register tile order correlator output format with N_INPUTS.
-// NB: N_INPUTS = N_STATION * N_POL
-#define REGTILE_CHAN_LENGTH (4 * 4 * N_INPUTS/4 * (N_INPUTS/4+1) / 2)
-static inline size_t regtile_chan_length()
-{
-  // Four cross products for each quadrant of 4 input x 4 input tile
-  return REGTILE_CHAN_LENGTH;
-}
-
-// Returns index into the GPU's register tile ordered output buffer for the
-// real component of the cross product of inputs in0 and in1.  Note that in0
-// and in1 are input indexes (i.e. 0 based) and often represent antenna and
-// polarization by passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx
-// and pol_idx are also 0 based).  Return value is valid if in1 >= in0.  The
-// corresponding imaginary component is located xgpu_info.matLength words after
-// the real component.
-static off_t regtile_index(const int in0, const int in1)
-{
-  const int a0 = in0 >> 1;
-  const int a1 = in1 >> 1;
-  const int p0 = in0 & 1;
-  const int p1 = in1 & 1;
-  const int num_words_per_cell = 4;
-
-  // Index within a quadrant
-  const int quadrant_index = tri_index(a1/2, a0/2);
-  // Quadrant for this input pair
-  const int quadrant = 2*(a0&1) + (a1&1);
-  // Size of quadrant
-  const int quadrant_size = (xgpu_info.nstation/2 + 1) * xgpu_info.nstation/4;
-  // Index of cell (in units of cells)
-  const int cell_index = quadrant*quadrant_size + quadrant_index;
-  //printf("%s: in0=%d, in1=%d, a0=%d, a1=%d, cell_index=%d\n", __FUNCTION__, in0, in1, a0, a1, cell_index);
-  // Pol offset
-  const int pol_offset = 2*p1 + p0;
-  // Word index (in units of words (i.e. floats) of real component
-  const int index = (cell_index * num_words_per_cell) + pol_offset;
-  return index;
-}
-
-// Returns index into a CASPER ordered buffer for the real component of the
-// cross product of inputs in0 and in1.  Note that in0 and in1 are input
-// indexes (i.e. 0 based) and often represent antenna and polarization by
-// passing (2*ant_idx+pol_idx) as the input number (NB: ant_idx ad pol_idx are
-// also 0 based).  Return value is valid if in1 >= in0.  The corresponding
-// imaginary component is located in the word immediately following the real
-// component.  A casper ordered buffer consists of four complex values for each
-// pair of input pairs.  Thus, the number of complex values in a casper ordered
-// buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
-static off_t casper_index(const int in0, const int in1, const int n)
-{
-  const int a0 = in0 >> 1;
-  const int a1 = in1 >> 1;
-  const int p0 = in0 & 1;
-  const int p1 = in1 & 1;
-  const int delta = a1-a0;
-  const int num_words_per_cell = 8;
-  const int nant_2 = (n/2) / 2;
-
-  // Three cases: top triangle, middle rectangle, bottom triangle
-  const int triangle_size = ((nant_2 + 1) * nant_2)/2;
-  const int middle_rect_offset = triangle_size;
-  const int last_cell_offset = 4*middle_rect_offset - nant_2 - 1;
-  int cell_index;
-
-  if(delta > nant_2) {
-    // bottom triangle
-    cell_index = last_cell_offset - tri_index(nant_2-2-a0, (n/2)-1-a1);
-  } else if (a1 < (n/2)/2) {
-    // top triangle
-    cell_index = tri_index(a1, a0);
-  } else {
-    // middle rectangle
-    cell_index = middle_rect_offset + (a1-nant_2)*(nant_2+1) + (nant_2-delta);
-  }
-  //printf("%s: a0=%d, a1=%d, delta=%d, cell_index=%d\n", __FUNCTION__, a0, a1, delta, cell_index);
-  // Pol offset
-  const int pol_offset = 2*(2*(p0^p1) + p0);
-  // Word index (in units of words (i.e. floats) of real component
-  const int index = (cell_index * num_words_per_cell) + pol_offset;
-  return index;
-}
-
-// For each channel, a casper ordered buffer contains four complex values for
-// each pair of input pairs.  Thus, the number of complex values in a casper
-// ordered buffer are: 4 * (N/2 * (N/2 + 1)) / 2 = N * (N/2 + 1)
-#define N_CASPER_COMPLEX_PER_CHAN (N_INPUTS * (N_INPUTS/2 + 1))
-
-// Lookup table mapping casper_idx to regtile_idx
-static off_t *idx_map;
-
-static int init_idx_map()
-{
-  int a0, a1, p0, p1, i, j;
-  idx_map = malloc(N_CASPER_COMPLEX_PER_CHAN * sizeof(off_t));
-  if(!idx_map) {
-    return -1;
-  }
-
-  for(a1=0; a1<N_INPUTS/2; a1++) {
-    for(a0=0; a0<=a1; a0++) {
-      for(p0=0; p0<2; p0++) {
-        for(p1=0; p1<2; p1++) {
-          i = 2*a0 + p0;
-          j = 2*a1 + p1;
-          idx_map[casper_index(i,j,N_INPUTS)/2] = regtile_index(i,j);
-        }
-      }
-    }
-  }
-  return 0;
-}
-
-static int init(struct hashpipe_thread_args *args)
-{
-    // Get sizing parameters
-    xgpuInfo(&xgpu_info);
-    bytes_per_dump = xgpu_info.triLength * sizeof(Complex);
-    packets_per_dump = bytes_per_dump / OUTPUT_BYTES_PER_PACKET;
-    printf("bytes_per_dump = %lu\n", bytes_per_dump);
-
-    if(init_idx_map()) {
-      return -1;
-    }
-
-    // Success!
-    return 0;
-}
-
-#define ELAPSED_NS(start,stop) \
-  (((int64_t)stop.tv_sec-start.tv_sec)*1000*1000*1000+(stop.tv_nsec-start.tv_nsec))
-
-static void *run(hashpipe_thread_args_t * args)
-{
-    // Local aliases to shorten access to args fields
-    // Our input buffer happens to be a paper_ouput_databuf
-    paper_output_databuf_t *db = (paper_output_databuf_t *)args->ibuf;
-    hashpipe_status_t st = args->st;
-    const char * status_key = args->thread_desc->skey;
-
-    // Setup socket and message structures
-    int sockfd;
-    unsigned int xengine_id = 0;
-    struct timespec packet_delay = {
-      .tv_sec = 0,
-      .tv_nsec = PACKET_DELAY_NS
-    };
-
-    hashpipe_status_lock_safe(&st);
-    hgetu4(st.buf, "XID", &xengine_id); // No change if not found
-    hputu4(st.buf, "XID", xengine_id);
-    hputu4(st.buf, "OUTDUMPS", 0);
-    hashpipe_status_unlock_safe(&st);
-
-    pkt_t pkt;
-    pkt.hdr.xeng_id = XENG_ID(xengine_id);
-    pkt.hdr.payload_len = PAYLOAD_LEN(OUTPUT_BYTES_PER_PACKET);
-
-    // TODO Get catcher hostname and port from somewhere
-
-#define stringify2(x) #x
-#define stringify(x) stringify2(x)
-
-    // Open socket
-    sockfd = open_udp_socket("catcher", stringify(CATCHER_PORT));
-    if(sockfd == -1) {
-        hashpipe_error(__FUNCTION__, "error opening socket");
-        pthread_exit(NULL);
-    }
-
-#ifdef TEST_INDEX_CALCS
-    int i, j;
-    off_t o;
-    for(i=0; i<32; i++) {
-      for(j=i; j<32; j++) {
-        regtile_index(2*i, 2*j);
-      }
-    }
-    for(i=0; i<32; i++) {
-      for(j=i; j<32; j++) {
-        o = casper_index(2*i, 2*j, N_INPUTS);
-        fprintf(stdout, "%d, %d, %d\n", i, j, (int) o);
-      }
-    }
-#endif
-
-    /* Main loop */
-    int rv;
-    int casper_chan, gpu_chan;
-    int baseline;
-    unsigned int dumps = 0;
-    int block_idx = 0;
-    struct timespec start, stop;
-    struct timespec pkt_start, pkt_stop;
-    while (run_threads()) {
-
-        hashpipe_status_lock_safe(&st);
-        hputs(st.buf, status_key, "waiting");
-        hashpipe_status_unlock_safe(&st);
-
-        // Wait for new block to be filled
-        while ((rv=paper_output_databuf_wait_filled(db, block_idx))
-                != HASHPIPE_OK) {
-            if (rv==HASHPIPE_TIMEOUT) {
-                hashpipe_status_lock_safe(&st);
-                hputs(st.buf, status_key, "blocked");
-                hashpipe_status_unlock_safe(&st);
-                continue;
-            } else {
-                hashpipe_error(__FUNCTION__, "error waiting for filled databuf");
-                pthread_exit(NULL);
-                break;
-            }
-        }
-
-        clock_gettime(CLOCK_MONOTONIC, &start);
-
-        // Note processing status, current input block
-        hashpipe_status_lock_safe(&st);
-        hputs(st.buf, status_key, "processing");
-        hputi4(st.buf, "OUTBLKIN", block_idx);
-        hashpipe_status_unlock_safe(&st);
-
-        // Update header's timestamp for this dump.
-        pkt.hdr.timestamp = TIMESTAMP(db->block[block_idx].header.mcnt);
-        // Reset packet/byte counters to 0
-        pkt.hdr.offset = OFFSET(0);
-        uint32_t nbytes = 0;
-
-        // Unpack and convert in packet sized chunks
-        pktdata_t * pf_re  = db->block[block_idx].data;
-        pktdata_t * pf_im  = db->block[block_idx].data + xgpu_info.matLength;
-        pktdata_t * p_out = pkt.data;
-        clock_gettime(CLOCK_MONOTONIC, &pkt_start);
-        for(casper_chan=0; casper_chan<N_CHAN_PER_X; casper_chan++) {
-          // This used to de-interleave channels.  De-interleaving is no longer
-          // needed, but we choose to continue maintaining the distinction
-          // between casper_chan and gpu_chan.
-          gpu_chan = casper_chan;
-          for(baseline=0; baseline<N_CASPER_COMPLEX_PER_CHAN; baseline++) {
-            off_t idx_regtile = idx_map[baseline];
-            pktdata_t re = pf_re[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
-            pktdata_t im = pf_im[gpu_chan*REGTILE_CHAN_LENGTH+idx_regtile];
-            *p_out++ = CONVERT(re);
-            *p_out++ = CONVERT(-im); // Conjugate data to match downstream expectations
-            nbytes += 2*sizeof(pktdata_t);
-            if(nbytes % OUTPUT_BYTES_PER_PACKET == 0) {
-              int bytes_sent = send(sockfd, &pkt, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET, 0);
-              if(bytes_sent == -1) {
-                // Send all packets even if cactcher is not listening (i.e. we
-                // we get a connection refused error), but abort sending this
-                // dump if we get any other error.
-                if(errno != ECONNREFUSED) {
-                  perror("send");
-                  // Update stats
-                  hashpipe_status_lock_safe(&st);
-                  hgetu4(st.buf, "OUTDUMPS", &dumps);
-                  hputu4(st.buf, "OUTDUMPS", ++dumps);
-                  hputr4(st.buf, "OUTSECS", 0.0);
-                  hputr4(st.buf, "OUTMBPS", 0.0);
-                  hashpipe_status_unlock_safe(&st);
-                  // Break out of both for loops
-                  goto done_sending;
-                }
-              } else if(bytes_sent != sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET) {
-                printf("only sent %d of %lu bytes!!!\n", bytes_sent, sizeof(pkt.hdr)+OUTPUT_BYTES_PER_PACKET);
-              }
-
-              // Delay to prevent overflowing network TX queue
-              clock_gettime(CLOCK_MONOTONIC, &pkt_stop);
-              packet_delay.tv_nsec = PACKET_DELAY_NS - ELAPSED_NS(pkt_start, pkt_stop);
-              if(packet_delay.tv_nsec > 0 && packet_delay.tv_nsec < 1000*1000*1000) {
-                nanosleep(&packet_delay, NULL);
-              }
-
-              // Setup for next packet
-              p_out = pkt.data;
-              pkt_start = pkt_stop;
-              // Update header's byte_offset for this chunk
-              pkt.hdr.offset = OFFSET(nbytes);
-            }
-          }
-        }
-
-        clock_gettime(CLOCK_MONOTONIC, &stop);
-
-        hashpipe_status_lock_safe(&st);
-        hgetu4(st.buf, "OUTDUMPS", &dumps);
-        hputu4(st.buf, "OUTDUMPS", ++dumps);
-        hputu4(st.buf, "OUTBYTES", nbytes);
-        hputr4(st.buf, "OUTSECS", (float)ELAPSED_NS(start,stop)/1e9);
-        hputr4(st.buf, "OUTMBPS", (1e3*8*bytes_per_dump)/ELAPSED_NS(start,stop));
-        hashpipe_status_unlock_safe(&st);
-
-done_sending:
-
-        // Mark block as free
-        paper_output_databuf_set_free(db, block_idx);
-
-        // Setup for next block
-        block_idx = (block_idx + 1) % db->header.n_block;
-
-        /* Will exit if thread has been cancelled */
-        pthread_testcancel();
-    }
-
-    // Thread success!
-    return NULL;
-}
-
-static hashpipe_thread_desc_t gpu_output_thread = {
-    name: "paper_gpu_output_thread",
-    skey: "OUTSTAT",
-    init: init,
-    run:  run,
-    ibuf_desc: {paper_output_databuf_create},
-    obuf_desc: {NULL}
-};
-
-static __attribute__((constructor)) void ctor()
-{
-  register_hashpipe_thread(&gpu_output_thread);
-}

From 48e1b793d8a163fd3f061db81c276fce37a26e53 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 15 Jul 2020 11:31:12 +0000
Subject: [PATCH 392/420] Missed pkt stats, max offset...

... print stats per px machine when packets are dropped. Change the
maximum offset checked against while populating the databuf, to accomodate
change in channel sum on x-eng side.
---
 src/hera_catcher_net_thread.c | 26 +++++++++++++++++++++-----
 1 file changed, 21 insertions(+), 5 deletions(-)

diff --git a/src/hera_catcher_net_thread.c b/src/hera_catcher_net_thread.c
index 6cba7a8a..93d045f9 100644
--- a/src/hera_catcher_net_thread.c
+++ b/src/hera_catcher_net_thread.c
@@ -54,6 +54,7 @@ typedef struct {
     int initialized;
     int block_i;
     int block_packet_counter[CATCHER_N_BLOCKS];
+    int xeng_pkt_counter[CATCHER_N_BLOCKS][N_XENGINES];
 } block_info_t;
 
 
@@ -70,6 +71,7 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
     uint64_t block_missed_pkt_cnt;
     uint32_t missed_pkt_cnt;
     uint32_t block_i = binfo->block_i;
+    int i;
 
     // Validate that we're filling blocks in the proper sequence
     last_filled = (last_filled+1) % CATCHER_N_BLOCKS;
@@ -103,13 +105,19 @@ static uint64_t set_block_filled(hera_catcher_input_databuf_t *hera_catcher_inpu
     hashpipe_status_lock_busywait_safe(st_p);
     hputu4(st_p->buf, "NETBKOUT", block_i);
     if(block_missed_pkt_cnt) {
-        fprintf(stdout, "Expected %lu packets, Got %d\n", PACKETS_PER_VIS_MATRIX, binfo->block_packet_counter[block_i]);
+        fprintf(stdout, "Total expected %lu packets, Got %d\n", 
+                PACKETS_PER_VIS_MATRIX, 
+                binfo->block_packet_counter[block_i]);
+        fprintf(stdout, "Percentage pkts per xeng:\n");
+        // Dump per-xeng stats
+        for (i=0; i<N_XENGINES; i++){
+            fprintf(stdout, "Xeng_id %2d: %.2f\n", i, 
+                    (float)binfo->xeng_pkt_counter[block_i][i]/PACKETS_PER_XENG_ID);
+        }
 	// Increment MISSEDPK by number of missed packets for this block
 	hgetu4(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
 	missed_pkt_cnt += block_missed_pkt_cnt;
 	hputu4(st_p->buf, "MISSEDPK", missed_pkt_cnt);
-    //  fprintf(stderr, "got %d packets instead of %d\n",
-    //	    binfo->block_packet_counter[block_i], N_PACKETS_PER_BLOCK);
     }
     hashpipe_status_unlock_safe(st_p);
 
@@ -129,7 +137,7 @@ static inline void initialize_block(hera_catcher_input_databuf_t * hera_catcher_
 // Subsequent calls are no-ops.
 static inline void initialize_block_info(block_info_t * binfo)
 {
-    int i;
+    int i,j;
 
     // If this block_info structure has already been initialized
     if(binfo->initialized) {
@@ -138,6 +146,9 @@ static inline void initialize_block_info(block_info_t * binfo)
 
     for(i = 0; i < CATCHER_N_BLOCKS; i++) {
 	binfo->block_packet_counter[i] = 0;
+        for(j = 0; j < N_XENGINES; j++){
+            binfo->xeng_pkt_counter[i][j] = 0;
+        }
     }
 
     // On startup mcnt_start will be zero and mcnt_log_late will be Nm.
@@ -210,6 +221,7 @@ static inline uint64_t process_packet(
         netmcnt = set_block_filled(hera_catcher_input_databuf_p, &binfo);
         // Reset binfo's packet counter for this packet's block
         binfo.block_packet_counter[binfo.block_i] = 0;
+        for(i=0; i<N_XENGINES; i++) binfo.xeng_pkt_counter[binfo.block_i][i] = 0;
         // Increment the current block number
         binfo.block_i = (binfo.block_i +1) % CATCHER_N_BLOCKS;
         // Wait (hopefully not long!) to acquire the block after next (i.e.
@@ -244,11 +256,13 @@ static inline uint64_t process_packet(
     
     // Increment packet count for block
     binfo.block_packet_counter[binfo.block_i]++;
+    // Increment packet count for xeng_id
+    binfo.xeng_pkt_counter[binfo.block_i][xeng_id]++;
 
     // Copy data into buffer
     dest_p = (uint32_t *)(hera_catcher_input_databuf_p->block[binfo.block_i].data) + (hera_catcher_input_databuf_idx32(time_demux_block, (xeng_id % N_XENGINES_PER_TIME), offset));
     payload_p = (uint32_t *)(PKT_UDP_DATA(p_frame) + sizeof(packet_header_t));
-    if (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id / TIME_DEMUX, offset) >= 455344128L) {
+    if (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id / TIME_DEMUX, offset) >= MAX_HERA_CATCHER_IDX32) {
         fprintf(stderr, "databuf offset outside allowed range!\n");
         fprintf(stderr, "offset is %lu\n", (hera_catcher_input_databuf_idx32(time_demux_block, xeng_id/TIME_DEMUX, offset)));
         fprintf(stderr, "mcnt: %lu, t-demux: %d, offset: %d, xeng: %d\n", mcnt, time_demux_block, offset, xeng_id/TIME_DEMUX);
@@ -295,6 +309,8 @@ static int init(hashpipe_thread_args_t *args)
     hputu4(st.buf, "MISSEDPK", 0);
     hashpipe_status_unlock_safe(&st);
 
+    fprintf(stdout, "Max offset allowed is set to: %ld\n", MAX_HERA_CATCHER_IDX32);
+
 #ifndef TIMING_TEST
     /* Set up pktsock */
     struct hashpipe_pktsock *p_ps = (struct hashpipe_pktsock *)

From c92f51dc9b381fc8b0d2c6e5823f78eeab20b54d Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 15 Jul 2020 11:33:53 +0000
Subject: [PATCH 393/420] Late packet warning includes info of antenna num...

... useful for debugging out-of-sync SNAPs
---
 src/hera_pktsock_thread.c | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index 63bb2e69..2c775f65 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -497,9 +497,9 @@ static inline uint64_t process_packet(
     else if(pkt_mcnt_dist < 0 && pkt_mcnt_dist > -LATE_PKT_MCNT_THRESHOLD) {
 	// If not just after an mcnt reset, issue warning.
 	if(cur_mcnt >= binfo.mcnt_log_late) {
-	    hashpipe_warn("hera_pktsock_thread",
-		    "Ignoring late packet (%d mcnts late)",
-		    cur_mcnt - pkt_mcnt);
+	    hashpipe_warn("hera_pktsock_thread",  
+		    "Ignoring late packet (%d mcnts late, %d ant)",
+		    cur_mcnt - pkt_mcnt, pkt_header.ant);
 	}
 #ifdef LOG_MCNTS
 	late_packets_counted++;
@@ -512,8 +512,8 @@ static inline uint64_t process_packet(
 	// issue warning.
 	if(cur_mcnt != 0 && binfo.out_of_seq_cnt == 0) {
 	    hashpipe_warn("hera_pktsock_thread",
-		    "out of seq mcnt %012lx (expected: %012lx <= mcnt < %012x)",
-		    pkt_mcnt, cur_mcnt, cur_mcnt+3*N_TIME_PER_BLOCK*TIME_DEMUX);
+		    "out of seq mcnt %012lx from ant %d (expected mcnt: %012lx <= mcnt < %012x)",
+		    pkt_mcnt, pkt_header.ant, cur_mcnt, cur_mcnt+3*N_TIME_PER_BLOCK*TIME_DEMUX);
 	}
 
 	// Increment out-of-seq packet counter
@@ -539,8 +539,8 @@ static inline uint64_t process_packet(
 	    binfo.mcnt_log_late = binfo.mcnt_start + N_TIME_PER_BLOCK*TIME_DEMUX;
 	    binfo.block_i = block_for_mcnt(binfo.mcnt_start);
 	    hashpipe_warn("hera_pktsock_thread",
-		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx",
-		    binfo.mcnt_start, block_for_mcnt(binfo.mcnt_start), pkt_mcnt);
+		    "resetting to mcnt %012lx block %d based on packet mcnt %012lx from ant %d",
+		    binfo.mcnt_start, block_for_mcnt(binfo.mcnt_start), pkt_mcnt, pkt_header.ant);
 	    // Reinitialize/recycle our two already acquired blocks with new
 	    // mcnt values.
 	    initialize_block(paper_input_databuf_p, binfo.mcnt_start);

From 412863d623a62c4ed93eb0520f9dd4c5decde5ad Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 15 Jul 2020 12:19:14 +0000
Subject: [PATCH 394/420] Increase throttle on output rate...

... Added packet_delay_ns options for various modes.
Current delay was too short and leading to network issues.
---
 src/hera_gpu_output_thread.c | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)

diff --git a/src/hera_gpu_output_thread.c b/src/hera_gpu_output_thread.c
index 100b950c..0f2fd49d 100644
--- a/src/hera_gpu_output_thread.c
+++ b/src/hera_gpu_output_thread.c
@@ -69,7 +69,18 @@ static XGPUInfo xgpu_info;
 
 // Set to 200 Mbps -- OK for two instances per node.
 // With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (OUTPUT_BYTES_PER_PACKET>>2)
+
+// Original
+//#define PACKET_DELAY_NS (OUTPUT_BYTES_PER_PACKET>>2)
+
+// delivers packets for ~6 sec with 96 chan
+//#define PACKET_DELAY_NS (430 * 1000)
+
+// packets for ~6sec with 384 chan
+//#define PACKET_DELAY_NS (430 * 1000/4)
+
+// packet for ~7.5 sec with 384 chan
+#define PACKET_DELAY_NS (536 * 1000/4)
 
 // bytes_per_dump depends on xgpu_info.triLength
 static uint64_t bytes_per_dump = 0;

From 06f30e5214cebeabc3cc7c4f23a9d0255c95b826 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 15 Jul 2020 12:21:00 +0000
Subject: [PATCH 395/420] Add macros for num_xengs and max-offset...

... updated print statements in hera_pktsock and hera_catcher require this
updated header file.
---
 src/paper_databuf.h | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index 0560bb14..b1f68767 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -42,6 +42,7 @@
 #define N_PACKETS_PER_BLOCK_PER_F    (N_INPUTS_PER_PACKET * N_PACKETS_PER_BLOCK / N_FENGINES)
 // Number of X-engines per time slice. E.g. for HERA: 16.
 #define N_XENGINES_PER_TIME (N_CHAN_TOTAL / N_CHAN_PER_X)
+#define N_XENGINES          (N_XENGINES_PER_TIME*TIME_DEMUX)
 
 // Validate packet dimensions
 #if    N_BYTES_PER_PACKET != (N_TIME_PER_PACKET*N_CHAN_PER_PACKET*N_INPUTS_PER_PACKET)
@@ -309,6 +310,7 @@ typedef struct hera_bda_databuf{
 #define VIS_MATRIX_ENTRIES (N_CHAN_TOTAL/XENG_CHAN_SUM * (N_INPUTS * ((N_INPUTS>>1) + 1)))
 #define VIS_MATRIX_ENTRIES_PER_CHAN (N_INPUTS * ((N_INPUTS>>1) + 1))
 #define PACKETS_PER_VIS_MATRIX ((8L*TIME_DEMUX*VIS_MATRIX_ENTRIES) / OUTPUT_BYTES_PER_PACKET)
+#define PACKETS_PER_XENG_ID    (PACKETS_PER_VIS_MATRIX/N_XENGINES)
 #define N_STOKES                4
 
 typedef struct hera_catcher_input_header{
@@ -340,6 +342,9 @@ typedef struct hera_catcher_input_databuf {
 #define hera_catcher_input_databuf_by_bl_idx32(x, b) \
   (2L*TIME_DEMUX*(N_CHAN_PER_X/XENG_CHAN_SUM)*((VIS_MATRIX_ENTRIES_PER_CHAN * (x)) + (N_STOKES*(b))))
 
+// channels * vis_matrix * stokes * 4 bytes per re/imag
+#define MAX_HERA_CATCHER_IDX32 (((int64_t)N_XENGINES)*(N_CHAN_PER_X/XENG_CHAN_SUM)*VIS_MATRIX_ENTRIES_PER_CHAN*N_STOKES*4)
+
 
 /* 
  * CATCHER -- BDA

From b7723d8abc083cb4e36291570b5fd23a3c6244d9 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 15 Jul 2020 12:28:40 +0000
Subject: [PATCH 396/420] Increase throttle on output datarate...

... current throttle value accounts for all 350 ants. Increase
temporarily since only 192 ants.
---
 src/hera_bda_output_thread.c | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index baaf321d..4fcc43f2 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -66,12 +66,17 @@ typedef struct struct_pkt {
 //  100 megabit per second =  10 nanosecond per bit
 //   10 megabit per second = 100 nanosecond per bit
 
+// Set to 200 Mbps -- OK for two instances per node.
+// With 16 nodes, amounts to 6.4 Gbps of data
+
 // 8 * OUTPUT_BYTES_PER_PACKET == 1 Gbps
 // 4 * 8 * OUTPUT_BYTES_PER_PACKET == 0.25 Gbps
 
-// Set to 200 Mbps -- OK for two instances per node.
-// With 16 nodes, amounts to 6.4 Gbps of data
-#define PACKET_DELAY_NS (4 * 8 * OUTPUT_BYTES_PER_PACKET)
+// For full BDA, 350 ants, 384 chan per pipeline
+//#define PACKET_DELAY_NS (2 * 8 * OUTPUT_BYTES_PER_PACKET)
+
+// For no-BDA, 192 ants, 384 chan per pipeline -- 125 usec
+#define PACKET_DELAY_NS (125 * 1000)
 
 // Open and connect a UDP socket to the given host and port.  Note that port is
 // a string and can be a stringified integer (e.g. "7148") or a service name

From a7012d286d9ee40e49aef7d6a4699ba3aa0635b5 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 15 Jul 2020 15:39:23 +0000
Subject: [PATCH 397/420] Add verbose print on packet loss...

... similar changes as to the net thread in the non-BDA branch
---
 src/hera_catcher_net_thread_bda.c | 24 +++++++++++++++++++-----
 src/paper_databuf.h               |  1 +
 2 files changed, 20 insertions(+), 5 deletions(-)

diff --git a/src/hera_catcher_net_thread_bda.c b/src/hera_catcher_net_thread_bda.c
index e31220c4..8614c83a 100644
--- a/src/hera_catcher_net_thread_bda.c
+++ b/src/hera_catcher_net_thread_bda.c
@@ -65,7 +65,8 @@ typedef struct {
     int block_i;
     uint64_t bcnt_log_late;
     long out_of_seq_cnt;
-    long block_packet_counter[CATCHER_N_BLOCKS];
+    long block_packet_counter[CATCHER_N_BLOCKS]; 
+    long xeng_pkt_counter[CATCHER_N_BLOCKS][N_XENGINES];
     char flags[CATCHER_N_BLOCKS][PACKETS_PER_BLOCK];
     char baselines[CATCHER_N_BLOCKS][BASELINES_PER_BLOCK];
 } block_info_t;
@@ -137,8 +138,8 @@ static uint32_t set_block_filled(hera_catcher_bda_input_databuf_t *db, block_inf
   // Calculate missing packets.
   block_missed_pkt_cnt = PACKETS_PER_BLOCK - binfo->block_packet_counter[block_i];
   
-  block_missed_xengs = block_missed_pkt_cnt / (PACKETS_PER_BL_PER_X * BASELINES_PER_BLOCK);
-  block_missed_mod_cnt = block_missed_pkt_cnt % (PACKETS_PER_BL_PER_X * BASELINES_PER_BLOCK); 
+  block_missed_xengs = block_missed_pkt_cnt / PACKETS_PER_X ;
+  block_missed_mod_cnt = block_missed_pkt_cnt % PACKETS_PER_X ; 
 
   //fprintf(stdout,"Missed packets: %ld\tMissed Xengs:%ld\t", block_missed_pkt_cnt, block_missed_xengs);
 
@@ -147,7 +148,15 @@ static uint32_t set_block_filled(hera_catcher_bda_input_databuf_t *db, block_inf
   hputu4(st_p->buf, "NETBKOUT", block_i);
   hputu4(st_p->buf, "MISSXENG", block_missed_xengs);
   if(block_missed_mod_cnt){
-    fprintf(stderr, "Expected %lu packets, Got %lu\n", PACKETS_PER_BLOCK, binfo->block_packet_counter[block_i]);
+    fprintf(stderr, "Expected %lu packets, Got %lu\n", 
+            PACKETS_PER_BLOCK, 
+            binfo->block_packet_counter[block_i]);
+    // Print stats per-xeng
+    fprintf(stderr, "Fraction pkts received:\n");
+    for (i=0; i<N_XENGINES; i++){
+      fprintf(stderr, "XengID %2d: %.2f\n", i,
+              (float)binfo->xeng_pkt_counter[block_i][i]/PACKETS_PER_X);
+    }
     // Increment MISSEDPK by number of missed packets for this block
     hgetu8(st_p->buf, "MISSEDPK", &missed_pkt_cnt);
     missed_pkt_cnt += block_missed_pkt_cnt;
@@ -171,7 +180,8 @@ static inline void initialize_block_info(block_info_t * binfo){
 
     for(i = 0; i < CATCHER_N_BLOCKS; i++) {
       binfo->block_packet_counter[i] = 0;
-      memset(binfo->flags[i], 0, PACKETS_PER_BLOCK*sizeof(char));
+      memset(binfo->xeng_pkt_counter[i], 0, N_XENGINES*sizeof(long));
+      memset(binfo->flags[i], 1, PACKETS_PER_BLOCK*sizeof(char));
       memset(binfo->baselines[i], 0, BASELINES_PER_BLOCK*sizeof(char));
     }
 
@@ -279,10 +289,14 @@ static inline uint32_t process_packet(
              return -1; // We're exiting so return value is kind of moot
          }
        }
+       hashpipe_status_lock_safe(st_p);
+       hputs(st_p->buf, status_key, "running");
+       hashpipe_status_unlock_safe(st_p);
 
        // Initialize the newly acquired block
        initialize_block(db, cur_bcnt+BASELINES_PER_BLOCK); 
        binfo.block_packet_counter[pkt_block_i] = 0;
+       memset(binfo.xeng_pkt_counter[pkt_block_i], 0, N_XENGINES*sizeof(long));
        memset(binfo.flags[pkt_block_i],     1, PACKETS_PER_BLOCK*sizeof(char));
        memset(binfo.baselines[pkt_block_i], 0, BASELINES_PER_BLOCK*sizeof(char));
 
diff --git a/src/paper_databuf.h b/src/paper_databuf.h
index b1f68767..1a3220f3 100644
--- a/src/paper_databuf.h
+++ b/src/paper_databuf.h
@@ -356,6 +356,7 @@ typedef struct hera_catcher_input_databuf {
 #define CHAN_PER_CATCHER_PKT   (OUTPUT_BYTES_PER_PACKET/(N_STOKES * 8L))                    // 128
 #define PACKETS_PER_BASELINE   (N_CHAN_TOTAL/CHAN_PER_CATCHER_PKT)                          //  48
 #define PACKETS_PER_BL_PER_X   (PACKETS_PER_BASELINE/N_XENGINES_PER_TIME)                   //   3
+#define PACKETS_PER_X          (BASELINES_PER_BLOCK*PACKETS_PER_BL_PER_X)                   // 768
 #define PACKETS_PER_BLOCK      (BASELINES_PER_BLOCK * TIME_DEMUX * PACKETS_PER_BASELINE)    // 1572864
 #define BYTES_PER_BLOCK        (PACKETS_PER_BLOCK * OUTPUT_BYTES_PER_PACKET)                // 6GB
 

From 1067ec739b63568bbc4cd4f40751c973f9f85ccf Mon Sep 17 00:00:00 2001
From: Deepthi Gorthi <deepthigorthi@berkeley.edu>
Date: Fri, 24 Jul 2020 15:57:10 +0100
Subject: [PATCH 398/420] Update hera_catcher_net_thread_bda.c

Minor variable declaration that didn't get added to pull request #42
---
 src/hera_catcher_net_thread_bda.c | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/hera_catcher_net_thread_bda.c b/src/hera_catcher_net_thread_bda.c
index 8614c83a..000a0e2c 100644
--- a/src/hera_catcher_net_thread_bda.c
+++ b/src/hera_catcher_net_thread_bda.c
@@ -110,6 +110,7 @@ static uint32_t set_block_filled(hera_catcher_bda_input_databuf_t *db, block_inf
   uint64_t block_missed_pkt_cnt;
   uint64_t block_missed_xengs, block_missed_mod_cnt, missed_pkt_cnt=0;
   uint32_t block_i = block_for_bcnt(binfo->bcnt_start);
+  int i;
 
   // Validate that we're filling blocks in the proper sequence
   last_filled = (last_filled+1) % CATCHER_N_BLOCKS;

From c4ed9ae0ab2bf67691d9d1e1bd54d453430f9483 Mon Sep 17 00:00:00 2001
From: Aaron Parsons <aparsons@berkeley.edu>
Date: Sun, 23 Aug 2020 18:43:44 +0000
Subject: [PATCH 399/420] Changed affinity of NET CPU in paper_init.sh for px*
 machines to avoid CPU0,8

---
 src/scripts/paper_init.sh | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index 23d81174..c5948e37 100644
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -121,6 +121,7 @@ case ${hostname} in
     # Save core  1 for eth2
     # Save core 8 for symmetry with core 0
     # Save core 9 for eth4 and eth5
+    # ARP: on recommendations from JXK, DMM, changed NET CPU to avoid 0,8
     #
     # Setup for two GPU devices (two TITANs).
     #
@@ -133,8 +134,8 @@ case ${hostname} in
     instances=( 
       #                               GPU       NET    FLF   GPU  OUT  BDA
       # mask  bind_host               DEV  XID  CPU    CPU   CPU  CPU  CPU
-      "0x00ff eth3                     0  $xid0  0   0x000e   4    5    6" # Instance 0, eth3
-      "0xff00 eth5                     1  $xid1  8   0x0e00  12   13   14" # Instance 1, eth5
+      "0x00ff eth3                     0  $xid0  7   0x000e   4    5    6" # Instance 0, eth3
+      "0xff00 eth5                     1  $xid1 15   0x0e00  12   13   14" # Instance 1, eth5
     );;
 
   *)

From 0583e903c50a6ca6430510c2344f2ee0c7b93173 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Tue, 25 Aug 2020 13:21:18 -0700
Subject: [PATCH 400/420] Try to use different approach to initialize nsamples

---
 src/hera_catcher_disk_thread_bda.c | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index c8724cc8..184618bc 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -779,7 +779,10 @@ static void *run(hashpipe_thread_args_t * args)
     float *nsamples = (float *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(float));
 
     memset(flags,    0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
-    memset(nsamples, 1, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(float));
+    // memset(nsamples, 1, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(float));
+    for (i=0; i<(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES); i++) {
+      nsamples[i] = 1.0;
+    }
 
     // Define memory space of a block
     hsize_t dims[N_DATA_DIMS] = {N_BL_PER_WRITE, 1, N_CHAN_PROCESSED, N_STOKES};

From cea20cd919c37223589cb6861b2e1e68c4bb19ad Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 9 Sep 2020 20:14:31 +0000
Subject: [PATCH 401/420] Commiting commented out net params in tweak-perf.sh

---
 src/scripts/tweak-perf.sh | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/src/scripts/tweak-perf.sh b/src/scripts/tweak-perf.sh
index 04aa5c43..e3c2a20a 100755
--- a/src/scripts/tweak-perf.sh
+++ b/src/scripts/tweak-perf.sh
@@ -14,6 +14,11 @@ ethtool -A eth5 rx on
 # Kernel buffer sizes
 sysctl net.core.rmem_max=8388608
 sysctl net.core.rmem_default=8388608
+#sysctl net.core.rmem_max=838860800
+#sysctl net.core.rmem_default=838860800
+#sysctl net.core.netdev_max_backlog=250000
+##sysctl net.core.netdev_max_backlog=1000
+#sysctl net.core.netdev_budget=300
 
 # Kill packets before the IP stack
 iptables -t raw -A PREROUTING -i eth3 -p udp -j DROP

From e94bb33e7610a6cd83bf5e293d979ccd3ca86d71 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Thu, 10 Sep 2020 15:45:12 -0700
Subject: [PATCH 402/420] Add clarifying comment

---
 src/hera_catcher_disk_thread_bda.c | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 184618bc..7ad40a24 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -778,8 +778,9 @@ static void *run(hashpipe_thread_args_t * args)
     hbool_t *flags     = (hbool_t *) malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
     float *nsamples = (float *)malloc(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(float));
 
-    memset(flags,    0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
-    // memset(nsamples, 1, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(float));
+    memset(flags, 0, N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES * sizeof(hbool_t));
+    // PLP: we want nsamples=1 for valid data, and memset Does The Wrong Thing for non-integer data.
+    // Someday we would like nsamples to also reflect the number of dropped packets.
     for (i=0; i<(N_BL_PER_WRITE * N_CHAN_PROCESSED * N_STOKES); i++) {
       nsamples[i] = 1.0;
     }

From e7af61080f502ff8a099338eb7073727dab5d883 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Sat, 19 Sep 2020 04:12:46 +0000
Subject: [PATCH 403/420] Tweaks made by Aaron Parsons to absorb a higher data
 rate into the data catcher with all snaps working.

---
 src/hera_bda_output_thread.c | 5 ++++-
 src/scripts/tweak-perf-sn.sh | 4 ++--
 2 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/src/hera_bda_output_thread.c b/src/hera_bda_output_thread.c
index 4fcc43f2..effe4e31 100644
--- a/src/hera_bda_output_thread.c
+++ b/src/hera_bda_output_thread.c
@@ -76,7 +76,10 @@ typedef struct struct_pkt {
 //#define PACKET_DELAY_NS (2 * 8 * OUTPUT_BYTES_PER_PACKET)
 
 // For no-BDA, 192 ants, 384 chan per pipeline -- 125 usec
-#define PACKET_DELAY_NS (125 * 1000)
+//#define PACKET_DELAY_NS (125 * 1000)
+
+// For BDA, 192 ants, 384 chan per pipeline -- 125 usec
+#define PACKET_DELAY_NS (4 * 125 * 1000)
 
 // Open and connect a UDP socket to the given host and port.  Note that port is
 // a string and can be a stringified integer (e.g. "7148") or a service name
diff --git a/src/scripts/tweak-perf-sn.sh b/src/scripts/tweak-perf-sn.sh
index bd7612f9..f19612f7 100755
--- a/src/scripts/tweak-perf-sn.sh
+++ b/src/scripts/tweak-perf-sn.sh
@@ -10,8 +10,8 @@ ifconfig eth4 mtu 4500
 ethtool -A eth4 rx on
 
 # Kernel buffer sizes
-sysctl net.core.rmem_max=83886080
-sysctl net.core.rmem_default=83886080
+sysctl net.core.rmem_max=838860800
+sysctl net.core.rmem_default=838860800
 
 # Kill packets before the IP stack
 iptables -t raw -A PREROUTING -i eth4 -p udp -j DROP

From cf6a56c362399d29dd0487574b308407334ccd30 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Mon, 1 Mar 2021 10:56:29 -0800
Subject: [PATCH 404/420] Improve how antenna metadata are handled

---
 src/scripts/hera_make_hdf5_template_bda.py | 150 +++++++++++++++------
 1 file changed, 107 insertions(+), 43 deletions(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index ba8e5741..58bdedac 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -72,6 +72,34 @@ def get_cm_info():
     from hera_corr_cm import redis_cm
     return redis_cm.read_cminfo_from_redis(return_as='dict')
 
+def get_antpos_info():
+    """Return positions for all antennas from hera_mc."""
+    import cartopy.crs as ccrs
+    import pyuvdata.utils as uvutils
+    from hera_mc import geo_sysdef
+    from hera_mc.geo_handling import Handling
+    ants = geo_sysdef.read_antennas()
+    # convert from eastings/northings into ENU
+    hand = Handling()
+    latlon_p = ccrs.Geodetic()
+    utm_p = ccrs.UTM(hand.hera_zone[0])
+    lat_corr = hand.lat_corr[hand.hera_zone[1]]
+    antpos_xyz = np.empty((350, 3), dtype=np.float64)
+    ant_names = np.empty((350,), dtype="S5")
+    for ant, pos in ants.items():
+        # unpack antenna information
+        antnum = int(ant[2:])
+        easting = pos["E"]
+        northing = pos["N"]
+        elevation = pos["elevation"]
+        # transfrom coordinates to ECEF
+        lon, lat = latlon_p.transform_point(easting, northing - lat_corr, utm_p)
+        xyz = uvutils.XYZ_from_LatLonAlt(np.radians(lat), np.radians(lon), elevation)
+        antpos_xyz[antnum, :] = xyz
+        # also save antenna name
+        ant_names[antnum] = ant
+    return antpos_xyz, ant_names
+
 def get_antpos_enu(antpos, lat, lon, alt):
     """
     Compute the antenna positions in ENU coordinates from ECEF.
@@ -153,7 +181,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     ant_2_array = np.array([y for (x,y) in baselines])
 
     NANTS_DATA = len(set(ant_1_array))
-    NANTS = 352
+    NANTS = 350
     NCHANS = int(2048 // 4 * 3)
     NCHANS_F = 8192
     NCHAN_SUM = 4
@@ -168,6 +196,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
 
     if use_cm:
         cminfo = get_cm_info()
+        extra_ants_xyz, extra_ants_names = get_antpos_info()
         # add the enu co-ords
         # dict keys are bytes, not strings
         lat = cminfo["cofa_lat"] * np.pi / 180.0
@@ -177,6 +206,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
         antenna_positions = np.asarray(cminfo["antenna_positions"])
         antpos_ecef = antenna_positions + cofa_ecef
         cminfo["antenna_positions_enu"] = get_antpos_enu(antpos_ecef, lat, lon, alt)
+        extra_ants_enu = get_antpos_enu(extra_ants_xyz, lat, lon, alt)
     else:
         cminfo = None
 
@@ -196,73 +226,107 @@ def create_header(h5, config, use_cm=False, use_redis=False):
 
     header = h5.create_group("Header")
     header.create_dataset("Nants_data", dtype="<i8", data=NANTS_DATA)
-    header.create_dataset("Nants_telescope", dtype="<i8", data=NANTS_DATA)
-    header.create_dataset("Nbls",   dtype="<i8", data=n_bls)
-    header.create_dataset("Nblts",  dtype="<i8", data=n_bls)
+    header.create_dataset("Nants_telescope", dtype="<i8", data=NANTS)
+    header.create_dataset("Nbls", dtype="<i8", data=n_bls)
+    header.create_dataset("Nblts", dtype="<i8", data=n_bls)
     header.create_dataset("Nfreqs", dtype="<i8", data=NCHANS)
-    header.create_dataset("Npols",  dtype="<i8", data=4)
-    header.create_dataset("Nspws",  dtype="<i8", data=1)
+    header.create_dataset("Npols", dtype="<i8", data=4)
+    header.create_dataset("Nspws", dtype="<i8", data=1)
     # For BDA, Ntimes needs to be n_bls long
     #header.create_dataset("Ntimes", dtype="<i8", data=n_bls)
     header.create_dataset("Ntimes", dtype="<i8", data=2)
     header.create_dataset("corr_bl_order", dtype="<i8", data=np.array(baselines))
-    header.create_dataset("corr_to_hera_map", dtype="<i8", data=np.array(corr_to_hera_map))
+    header.create_dataset(
+        "corr_to_hera_map", dtype="<i8", data=np.array(corr_to_hera_map)
+    )
     header.create_dataset("ant_1_array_conf", dtype="<i8", data=ant_1_array)
     header.create_dataset("ant_2_array_conf", dtype="<i8", data=ant_2_array)
-    header.create_dataset("antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS_DATA)
-    header.create_dataset("channel_width",     dtype="<f8", data=channel_width)
-    header.create_dataset("freq_array",        dtype="<f8", shape=(1, NCHANS), data=freqs) #TODO Get from config
-    header.create_dataset("history",   data=np.string_("%s: Template file created\n" % time.ctime()))
+    header.create_dataset(
+        "antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS_DATA
+    )
+    header.create_dataset("channel_width", dtype="<f8", data=channel_width)
+    header.create_dataset(
+        "freq_array", dtype="<f8", shape=(1, NCHANS), data=freqs
+    ) #TODO Get from config
+    header.create_dataset(
+        "history", data=np.string_("%s: Template file created\n" % time.ctime())
+    )
     header.create_dataset("instrument", data=np.string_(INSTRUMENT))
     header.create_dataset("integration_bin", dtype="<f8", data=integration_bin)
     header.create_dataset("object_name", data=np.string_("zenith"))
-    header.create_dataset("phase_type",  data=np.string_("drift"))
+    header.create_dataset("phase_type", data=np.string_("drift"))
     header.create_dataset("polarization_array", dtype="<i8", data=[-5, -6, -7, -8])
-    header.create_dataset("spw_array",      dtype="<i8", data=[0])
+    header.create_dataset("spw_array", dtype="<i8", data=[0])
     header.create_dataset("telescope_name", data=np.string_("HERA"))
-    header.create_dataset("vis_units",  data=np.string_("UNCALIB"))
+    header.create_dataset("vis_units", data=np.string_("UNCALIB"))
     header.create_dataset("x_orientation", data=np.string_("NORTH"))
     if use_cm:
         # convert lat and lon from degrees -> radians
         # dict keys are bytes, not strings
-        header.create_dataset("altitude",    dtype="<f8", data=cminfo['cofa_alt'])
-        ant_pos = np.zeros([NANTS_DATA,3], dtype=np.float64)
-        ant_pos_enu = np.zeros([NANTS_DATA,3], dtype=np.float64)
-        ant_pos_uvw = np.zeros([NANTS,3], dtype=np.float64)
-        ant_names = ["NONE"]*NANTS_DATA
-        ant_nums = [-1]*NANTS_DATA
+        header.create_dataset("altitude", dtype="<f8", data=cminfo['cofa_alt'])
+        ant_pos = np.zeros([NANTS, 3], dtype=np.float64)
+        ant_pos_enu = np.zeros([NANTS, 3], dtype=np.float64)
+        ant_pos_uvw = np.zeros([NANTS, 3], dtype=np.float64)
+        ant_names = ["NONE"] * NANTS
+        ant_nums = [-1]*NANTS
         # make uvw array
         for n, i in enumerate(cminfo["antenna_numbers"]):
             ant_pos_uvw[i] = cminfo["antenna_positions_enu"][n]
         for i, (a, b) in enumerate(baselines):
             uvw[i] = ant_pos_uvw[b] - ant_pos_uvw[a]
-        # get antenna metadata only for connected antennas
-        idx = 0
+        # default to "backup" data for all antennas
+        for i in range(NANTS):
+            ant_pos[i] = extra_ants_xyz[i] - cofa_ecef
+            ant_names[i] = extra_ants_names[i]
+            ant_nums[i] = i
+            ant_pos_enu[i] = extra_ants_enu[i]
+        # for hooked up antennas, overwrite with "correct" position info
         for n, ant in enumerate(cminfo["antenna_numbers"]):
             if ant not in ant_1_array:
                 continue
-            ant_pos[idx]     = antenna_positions[n]
-            ant_names[idx]   = np.string_(cminfo["antenna_names"][n])
-            ant_nums[idx]    = cminfo["antenna_numbers"][n]
-            ant_pos_enu[idx] = cminfo["antenna_positions_enu"][n]
-            idx += 1
-        # make sure we have the number we're expecting
-        if idx != NANTS_DATA:
-            logger.warning("Didn't get the right number of antenna positions. Expected {:d}, got {:d}".format(NANTS_DATA, idx))
-        header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS_DATA,), data=ant_names)
-        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS_DATA,), data=ant_nums)
-        header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos)
-        header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS_DATA,3), data=ant_pos_enu)
-        header.create_dataset("latitude",    dtype="<f8", data=cminfo["cofa_lat"])
-        header.create_dataset("longitude",   dtype="<f8", data=cminfo["cofa_lon"])
+            # make sure we have the right index
+            assert ant_nums[ant] == cminfo["antenna_numbers"][n]
+            assert ant_nums[ant] == ant
+            # update positions and names
+            ant_pos[ant] = antenna_positions[n]
+            ant_names[ant] = np.bytes_(cminfo["antenna_names"][n])
+            ant_pos_enu[ant] = cminfo["antenna_positions_enu"][n]
+        header.create_dataset(
+            "antenna_names", dtype="|S5", shape=(NANTS,), data=ant_names
+        )
+        header.create_dataset(
+            "antenna_numbers", dtype="<i8", shape=(NANTS,), data=ant_nums
+        )
+        header.create_dataset(
+            "antenna_positions", dtype="<f8", shape=(NANTS, 3), data=ant_pos
+        )
+        header.create_dataset(
+            "antenna_positions_enu", dtype="<f8", shape=(NANTS, 3), data=ant_pos_enu
+        )
+        header.create_dataset("latitude", dtype="<f8", data=cminfo["cofa_lat"])
+        header.create_dataset("longitude", dtype="<f8", data=cminfo["cofa_lon"])
     else:
-        header.create_dataset("altitude",    dtype="<f8", data=0.0)
-        header.create_dataset("antenna_names",     dtype="|S5", shape=(NANTS,), data=["NONE"]*NANTS)
-        header.create_dataset("antenna_numbers",   dtype="<i8", shape=(NANTS,), data=list(range(NANTS)))
-        header.create_dataset("antenna_positions",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
-        header.create_dataset("antenna_positions_enu",   dtype="<f8", shape=(NANTS,3), data=np.zeros([NANTS,3]))
-        header.create_dataset("latitude",    dtype="<f8", data=0.0)
-        header.create_dataset("longitude",   dtype="<f8", data=0.0)
+        header.create_dataset("altitude", dtype="<f8", data=0.0)
+        header.create_dataset(
+            "antenna_names", dtype="|S5", shape=(NANTS,), data=["NONE"] * NANTS
+        )
+        header.create_dataset(
+            "antenna_numbers", dtype="<i8", shape=(NANTS,), data=list(range(NANTS))
+        )
+        header.create_dataset(
+            "antenna_positions",
+            dtype="<f8",
+            shape=(NANTS, 3),
+            data=np.zeros((NANTS, 3), dtype=np.float64),
+        )
+        header.create_dataset(
+            "antenna_positions_enu",
+            dtype="<f8",
+            shape=(NANTS, 3),
+            data=np.zeros((NANTS, 3), dtype=np.float64),
+        )
+        header.create_dataset("latitude", dtype="<f8", data=0.0)
+        header.create_dataset("longitude", dtype="<f8", data=0.0)
 
     # lst_array needs populating by receiver. Should be center of integrations in radians
     #header.create_dataset("lst_array",   dtype="<f8", data=np.zeros(n_bls))

From 0dd5931c54414bbbddd6b32ec490210462f334c5 Mon Sep 17 00:00:00 2001
From: Paul La Plante <plaplant@sas.upenn.edu>
Date: Mon, 1 Mar 2021 15:48:29 -0800
Subject: [PATCH 405/420] Put files in a folder for each day

---
 src/hera_catcher_disk_thread_bda.c | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 7ad40a24..3b06b118 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -693,6 +693,7 @@ static void *run(hashpipe_thread_args_t * args)
     uint64_t sync_time_ms = 0;
     double gps_time;
     double julian_time;
+    int int_jd;
 
     // Variables for data collection parameters
     uint32_t acc_len;
@@ -1143,7 +1144,15 @@ static void *run(hashpipe_thread_args_t * args)
              file_start_t = gps_time;
              file_obs_id = (int64_t)gps_time;
 
-             sprintf(hdf5_fname, "zen.%7.5lf.sum.uvh5", julian_time);
+             // Make a new folder for output
+             if (file_cnt == 0) {
+               int_jd = (int)julian_time;
+               sprintf(hdf5_name, "%d", int_jd);
+               fprintf(stdout, "Making directory %s\n", hdf5_name);
+               mkdir(hdf5_name, 0755);
+             }
+
+             sprintf(hdf5_fname, "%d/zen.%7.5lf.sum.uvh5", int_jd, julian_time);
              fprintf(stdout, "Opening new file %s\n", hdf5_fname);
              start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
              if (use_redis) {
@@ -1151,7 +1160,7 @@ static void *run(hashpipe_thread_args_t * args)
              }
 
              #ifndef SKIP_DIFF
-               sprintf(hdf5_fname, "zen.%7.5lf.diff.uvh5", julian_time);
+               sprintf(hdf5_fname, "%d/zen.%7.5lf.diff.uvh5", int_jd, julian_time);
                fprintf(stdout, "Opening new file %s\n", hdf5_fname);
                start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
                if (use_redis) {

From f2a660ff1ce82dda1f1a63c48c1cad55b1ab2ded Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Mon, 1 Mar 2021 23:54:58 +0000
Subject: [PATCH 406/420] Update variable name

---
 src/hera_catcher_disk_thread_bda.c | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 3b06b118..416ad039 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -1147,9 +1147,9 @@ static void *run(hashpipe_thread_args_t * args)
              // Make a new folder for output
              if (file_cnt == 0) {
                int_jd = (int)julian_time;
-               sprintf(hdf5_name, "%d", int_jd);
-               fprintf(stdout, "Making directory %s\n", hdf5_name);
-               mkdir(hdf5_name, 0755);
+               sprintf(hdf5_fname, "%d", int_jd);
+               fprintf(stdout, "Making directory %s\n", hdf5_fname);
+               mkdir(hdf5_fname, 0755);
              }
 
              sprintf(hdf5_fname, "%d/zen.%7.5lf.sum.uvh5", int_jd, julian_time);

From 52317b9d5010b73f8c5ba3c2e57502c9357b0b86 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Tue, 2 Mar 2021 00:03:45 +0000
Subject: [PATCH 407/420] Source conda env in catcher init script

---
 src/scripts/hera_catcher_init.sh | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/scripts/hera_catcher_init.sh b/src/scripts/hera_catcher_init.sh
index ab13f4b8..a5b90afe 100755
--- a/src/scripts/hera_catcher_init.sh
+++ b/src/scripts/hera_catcher_init.sh
@@ -3,6 +3,9 @@
 # Add directory containing this script to PATH
 PATH="$(dirname $0):${PATH}"
 
+# Activate conda env
+source ~/hera-venv/bin/activate hera
+
 hostname=`hostname -s`
 
 function getip() {

From 43f2961b846b9e351d36f3950d58556680cc8359 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Tue, 2 Mar 2021 00:10:21 +0000
Subject: [PATCH 408/420] Tweak how environment is activated

---
 src/scripts/hera_catcher_up.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_up.py b/src/scripts/hera_catcher_up.py
index 6daec73a..1a99fecf 100755
--- a/src/scripts/hera_catcher_up.py
+++ b/src/scripts/hera_catcher_up.py
@@ -45,7 +45,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 args = parser.parse_args()
 
 # Environment sourcing command required to run remote python jobs
-python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate"), ";"]
+python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate"), "hera", ";"]
 
 r = redis.Redis(args.redishost, decode_responses=True)
 

From 0f08cc190357553d3c8b3d302e2a2651a76fe98f Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Tue, 2 Mar 2021 00:20:57 +0000
Subject: [PATCH 409/420] Activate conda env in paper init script

---
 src/scripts/paper_init.sh | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/scripts/paper_init.sh b/src/scripts/paper_init.sh
index c5948e37..d255b438 100644
--- a/src/scripts/paper_init.sh
+++ b/src/scripts/paper_init.sh
@@ -3,6 +3,9 @@
 # Add directory containing this script to PATH
 PATH="$(dirname $0):${PATH}"
 
+# Activate conda env
+source ~/hera-venv/bin/activate hera
+
 hostname=`hostname -s`
 
 function getip() {

From 40e426db5678c2792fa1b78219ca9ac349d432be Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Tue, 2 Mar 2021 00:43:06 +0000
Subject: [PATCH 410/420] Update activate command in xtor_up.py

---
 src/scripts/xtor_up.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index c4b1224e..3a550386 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -9,7 +9,7 @@
 perf_tweaker = 'tweak-perf.sh'
 paper_init = 'paper_init.sh'
 paper_init_ibv = 'paper_init_ibv.sh'
-python_source_cmd = ['source', '~/hera-venv/bin/activate']
+python_source_cmd = ['source', '~/hera-venv/bin/activate', 'hera']
 bda_config_cmd = ['hera_create_bda_config.py']
 
 def run_on_hosts(hosts, cmd, user=None, wait=True):

From 9cfc6b4974b43628e8c7eabf7dc1fc91cf888448 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Tue, 2 Mar 2021 00:58:59 +0000
Subject: [PATCH 411/420] Adjust activate command where it actually matters

---
 src/scripts/xtor_up.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/src/scripts/xtor_up.py b/src/scripts/xtor_up.py
index 3a550386..2d37ac39 100644
--- a/src/scripts/xtor_up.py
+++ b/src/scripts/xtor_up.py
@@ -9,7 +9,6 @@
 perf_tweaker = 'tweak-perf.sh'
 paper_init = 'paper_init.sh'
 paper_init_ibv = 'paper_init_ibv.sh'
-python_source_cmd = ['source', '~/hera-venv/bin/activate', 'hera']
 bda_config_cmd = ['hera_create_bda_config.py']
 
 def run_on_hosts(hosts, cmd, user=None, wait=True):
@@ -77,7 +76,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
     init_args += ['-t']
 
 if args.redislog:
-    python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
+    python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate"), "hera", ";"]
     run_on_hosts(hosts, python_source_cmd + [paper_init] + init_args + ['0', '1'], wait=True) # two instances per host
 elif args.test:
     run_on_hosts(hosts, [paper_init] + init_args + ['0'], wait=True) # two instances per host
@@ -95,7 +94,7 @@ def run_on_hosts(hosts, cmd, user=None, wait=True):
 
 # Generate the BDA config file and upload to redis
 if not args.nobda:
-    python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate")+";"]
+    python_source_cmd = ["source", os.path.join(args.pypath, "bin/activate"), "hera", ";"]
     if args.nodatabase:
         run_on_hosts(hosts, python_source_cmd + bda_config_cmd + [args.bdaconf], wait=True)
     else:

From 5846d1ca7f98f54e92e6f8ffb00d44d585320d36 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Tue, 2 Mar 2021 01:09:40 +0000
Subject: [PATCH 412/420] Update activate command in data taking script

---
 src/scripts/hera_catcher_take_data.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/hera_catcher_take_data.py b/src/scripts/hera_catcher_take_data.py
index e6a7a6a7..a1c0452a 100644
--- a/src/scripts/hera_catcher_take_data.py
+++ b/src/scripts/hera_catcher_take_data.py
@@ -5,7 +5,7 @@
 import argparse
 import subprocess
 
-python_source_cmd = ['source', '~/hera-venv/bin/activate']
+python_source_cmd = ['source', '~/hera-venv/bin/activate', 'hera']
 template_cmd_bda = ['hera_make_hdf5_template_bda.py']
 template_cmd = ['hera_make_hdf5_template.py']
 

From 8d08e6300e7e0d39f699c2f212a51667e9d62587 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 3 Mar 2021 18:12:17 +0000
Subject: [PATCH 413/420] Make antenna_diameters the right shape

---
 src/scripts/hera_make_hdf5_template_bda.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/scripts/hera_make_hdf5_template_bda.py b/src/scripts/hera_make_hdf5_template_bda.py
index 58bdedac..a0b16d11 100644
--- a/src/scripts/hera_make_hdf5_template_bda.py
+++ b/src/scripts/hera_make_hdf5_template_bda.py
@@ -242,7 +242,7 @@ def create_header(h5, config, use_cm=False, use_redis=False):
     header.create_dataset("ant_1_array_conf", dtype="<i8", data=ant_1_array)
     header.create_dataset("ant_2_array_conf", dtype="<i8", data=ant_2_array)
     header.create_dataset(
-        "antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS_DATA
+        "antenna_diameters", dtype="<f8", data=[ANT_DIAMETER] * NANTS
     )
     header.create_dataset("channel_width", dtype="<f8", data=channel_width)
     header.create_dataset(

From e672b04955fc6a310f51d0be841c43b5d1419222 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 3 Mar 2021 20:02:30 +0000
Subject: [PATCH 414/420] Update folder permissions

---
 src/hera_catcher_disk_thread_bda.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 416ad039..b1267dd1 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -1149,7 +1149,7 @@ static void *run(hashpipe_thread_args_t * args)
                int_jd = (int)julian_time;
                sprintf(hdf5_fname, "%d", int_jd);
                fprintf(stdout, "Making directory %s\n", hdf5_fname);
-               mkdir(hdf5_fname, 0755);
+               mkdir(hdf5_fname, 0777);
              }
 
              sprintf(hdf5_fname, "%d/zen.%7.5lf.sum.uvh5", int_jd, julian_time);

From 57befb9fcc71196a2b80c110fa6f62db338600b4 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Mon, 8 Mar 2021 16:34:02 +0000
Subject: [PATCH 415/420] Add chmod to change folder permissions

---
 src/hera_catcher_disk_thread_bda.c | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index b1267dd1..cc974ba2 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -1150,6 +1150,7 @@ static void *run(hashpipe_thread_args_t * args)
                sprintf(hdf5_fname, "%d", int_jd);
                fprintf(stdout, "Making directory %s\n", hdf5_fname);
                mkdir(hdf5_fname, 0777);
+               chmod(hdf5_fname, 0777);
              }
 
              sprintf(hdf5_fname, "%d/zen.%7.5lf.sum.uvh5", int_jd, julian_time);

From 565f429b17229ab7e333dce9c6e317bb413c661a Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Wed, 24 Mar 2021 17:09:52 +0000
Subject: [PATCH 416/420] Add files to RTP launch record table

---
 src/hera_catcher_disk_thread_bda.c | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index cc974ba2..1162f443 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -631,6 +631,13 @@ static void add_mc_obs(char *fname)
     err = system(cmd);
     if (err != 0) {
       fprintf(stderr, "Error adding observation %s to M&C\n", fname);
+    } else {
+      // Add to rtp_launch_record table
+      sprintf(cmd, "/home/hera/hera-venv/envs/hera/bin/mc_rtp_launch_record.py %s", fname);
+      err = system(cmd);
+      if (err != 0) {
+	fprintf(stderr, "Error adding observation %s to RTP\n", fname);
+      }
     }
     exit(0);
   }

From 9eb9eb8a2b1c29e994cef9778f62da1d6bd00d86 Mon Sep 17 00:00:00 2001
From: dgorthi <deepthigorthi@berkeley.edu>
Date: Thu, 25 Mar 2021 15:10:32 +0000
Subject: [PATCH 417/420] Pass sum file to M&C function instead of diff

---
 src/hera_catcher_disk_thread_bda.c | 30 ++++++++++++++++--------------
 1 file changed, 16 insertions(+), 14 deletions(-)

diff --git a/src/hera_catcher_disk_thread_bda.c b/src/hera_catcher_disk_thread_bda.c
index 1162f443..8f0a3b46 100644
--- a/src/hera_catcher_disk_thread_bda.c
+++ b/src/hera_catcher_disk_thread_bda.c
@@ -694,7 +694,9 @@ static void *run(hashpipe_thread_args_t * args)
      
     // Buffers for file name strings
     char template_fname[128];
-    char hdf5_fname[128];
+    char hdf5_diff_fname[128];
+    char hdf5_sum_fname[128];
+    char data_directory[128];
 
     // Variables for sync time and computed gps time / JD
     uint64_t sync_time_ms = 0;
@@ -1119,7 +1121,7 @@ static void *run(hashpipe_thread_args_t * args)
                  file_cnt += 1;
 
                  // add file to M&C
-                 add_mc_obs(hdf5_fname);
+                 add_mc_obs(hdf5_sum_fname);
 
                  hashpipe_status_lock_safe(&st);
                  hputr4(st.buf, "FILESEC", file_duration);
@@ -1154,25 +1156,25 @@ static void *run(hashpipe_thread_args_t * args)
              // Make a new folder for output
              if (file_cnt == 0) {
                int_jd = (int)julian_time;
-               sprintf(hdf5_fname, "%d", int_jd);
-               fprintf(stdout, "Making directory %s\n", hdf5_fname);
-               mkdir(hdf5_fname, 0777);
-               chmod(hdf5_fname, 0777);
+               sprintf(data_directory, "%d", int_jd);
+               fprintf(stdout, "Making directory %s\n", data_directory);
+               mkdir(data_directory, 0777);
+               chmod(data_directory, 0777);
              }
 
-             sprintf(hdf5_fname, "%d/zen.%7.5lf.sum.uvh5", int_jd, julian_time);
-             fprintf(stdout, "Opening new file %s\n", hdf5_fname);
-             start_file(&sum_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+             sprintf(hdf5_sum_fname, "%d/zen.%7.5lf.sum.uvh5", int_jd, julian_time);
+             fprintf(stdout, "Opening new file %s\n", hdf5_sum_fname);
+             start_file(&sum_file, template_fname, hdf5_sum_fname, file_obs_id, file_start_t, tag);
              if (use_redis) {
-               redisCommand(c, "RPUSH rtp:file_list %s", hdf5_fname);
+               redisCommand(c, "RPUSH rtp:file_list %s", hdf5_sum_fname);
              }
 
              #ifndef SKIP_DIFF
-               sprintf(hdf5_fname, "%d/zen.%7.5lf.diff.uvh5", int_jd, julian_time);
-               fprintf(stdout, "Opening new file %s\n", hdf5_fname);
-               start_file(&diff_file, template_fname, hdf5_fname, file_obs_id, file_start_t, tag);
+               sprintf(hdf5_diff_fname, "%d/zen.%7.5lf.diff.uvh5", int_jd, julian_time);
+               fprintf(stdout, "Opening new file %s\n", hdf5_diff_fname);
+               start_file(&diff_file, template_fname, hdf5_diff_fname, file_obs_id, file_start_t, tag);
                if (use_redis) {
-                 redisCommand(c, "RPUSH rtp:file_list %s", hdf5_fname);
+                 redisCommand(c, "RPUSH rtp:file_list %s", hdf5_diff_fname);
                }
              #endif
 

From 228be77276e55ac139023174a8ee2fadf3465b38 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@berkeley.edu>
Date: Fri, 4 Jun 2021 19:59:00 +0000
Subject: [PATCH 418/420] Throttle "Ignoring late packet" messages

Previously, each late packet was logged because late packets was assumed
to be a rare occurrence.  Unfortunately, due to not-yet-understood
circumstances, the HERA X engines sometimes receive "late" packets from
some of the SNAPs, sometimes many many late packets from some of the
SNAPs.  Logging all of these late packets causes the log files to grow
until eventually the file system is filled up, which further impacts
observing.

These messages are now logged in a still generous, but much more
constrained quantity.  Up to 5,000 of these "late packet" messages will
be logged within an hour from the first such log message.  After that
hour has elapsed, the next such log message will start a new hour long
window.  This will result in a max of 120,000 such log messages in a 24
hour period (per X engine), which is far fewer than the 3+ million such
log messages per X engine that led to a full file system.

The threshold of 5,000 was chosen because there seemed to be some
periodicity in the neighborhood of 1024 occurrences.  The limit of 5,000
will allow for the capture of several such cycles per "burst".
---
 src/hera_pktsock_thread.c | 32 +++++++++++++++++++++++++++++---
 1 file changed, 29 insertions(+), 3 deletions(-)

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index 2c775f65..bb67229f 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -73,6 +73,12 @@ static hashpipe_status_t *st_p;
 // order 2^<integer> split
 static int time_index;
 
+// Variables used to throttle bursty messages
+static int burst_message_counter = 0;
+static int burst_message_threshold = 5000;
+static int burst_max_duration_secs = 3600;
+static time_t burst_start = 0;
+
 #if 0
 static void print_pkt_header(packet_header_t * pkt_header) {
 
@@ -497,9 +503,29 @@ static inline uint64_t process_packet(
     else if(pkt_mcnt_dist < 0 && pkt_mcnt_dist > -LATE_PKT_MCNT_THRESHOLD) {
 	// If not just after an mcnt reset, issue warning.
 	if(cur_mcnt >= binfo.mcnt_log_late) {
-	    hashpipe_warn("hera_pktsock_thread",  
-		    "Ignoring late packet (%d mcnts late, %d ant)",
-		    cur_mcnt - pkt_mcnt, pkt_header.ant);
+	    // We throttle these potentially very bursty messages, which
+	    // involves two steps:
+	    //
+	    // Start a new burst if the previous one has ended
+	    if(time(NULL) - burst_start > burst_max_duration_secs) {
+		// Start a new burst
+		burst_start = time(NULL);
+		burst_message_counter = 0;
+	    }
+	    // If we have not yet logged the max number of messages for the
+	    // current burst, log this one and increment counter (and print
+	    // notification if threshold was reached).
+	    if(burst_message_counter < burst_message_threshold ) {
+		hashpipe_warn("hera_pktsock_thread",
+			"Ignoring late packet (%d mcnts late, %d ant)",
+			cur_mcnt - pkt_mcnt, pkt_header.ant);
+		burst_message_counter++;
+		if(burst_message_counter == burst_message_threshold) {
+		    hashpipe_warn("hera_pktsock_thread",
+			    "suppressing further occurrences for %d seconds",
+			    burst_start+burst_max_duration_secs-time(NULL));
+		}
+	    }
 	}
 #ifdef LOG_MCNTS
 	late_packets_counted++;

From d8ad3ad032434259b9431ff74fffaede7e6a6d96 Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@berkeley.edu>
Date: Wed, 9 Jun 2021 20:09:42 +0000
Subject: [PATCH 419/420] Throttle "out of seq mcnt" messages

---
 src/hera_pktsock_thread.c | 26 +++++++++++++++++++++++---
 1 file changed, 23 insertions(+), 3 deletions(-)

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index bb67229f..47c944ce 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -537,9 +537,29 @@ static inline uint64_t process_packet(
 	// If not at start-up and this is the first out of order packet,
 	// issue warning.
 	if(cur_mcnt != 0 && binfo.out_of_seq_cnt == 0) {
-	    hashpipe_warn("hera_pktsock_thread",
-		    "out of seq mcnt %012lx from ant %d (expected mcnt: %012lx <= mcnt < %012x)",
-		    pkt_mcnt, pkt_header.ant, cur_mcnt, cur_mcnt+3*N_TIME_PER_BLOCK*TIME_DEMUX);
+	    // We throttle these potentially very bursty messages, which
+	    // involves two steps:
+	    //
+	    // Start a new burst if the previous one has ended
+	    if(time(NULL) - burst_start > burst_max_duration_secs) {
+		// Start a new burst
+		burst_start = time(NULL);
+		burst_message_counter = 0;
+	    }
+	    // If we have not yet logged the max number of messages for the
+	    // current burst, log this one and increment counter (and print
+	    // notification if threshold was reached).
+	    if(burst_message_counter < burst_message_threshold ) {
+		hashpipe_warn("hera_pktsock_thread",
+			"out of seq mcnt %012lx from ant %d (expected mcnt: %012lx <= mcnt < %012x)",
+			pkt_mcnt, pkt_header.ant, cur_mcnt, cur_mcnt+3*N_TIME_PER_BLOCK*TIME_DEMUX);
+		burst_message_counter++;
+		if(burst_message_counter == burst_message_threshold) {
+		    hashpipe_warn("hera_pktsock_thread",
+			    "suppressing further occurrences for %d seconds",
+			    burst_start+burst_max_duration_secs-time(NULL));
+		}
+	    }
 	}
 
 	// Increment out-of-seq packet counter

From aefa31acafd1d43bf00840af31dede12466cadef Mon Sep 17 00:00:00 2001
From: David MacMahon <davidm@berkeley.edu>
Date: Thu, 10 Jun 2021 19:11:38 +0000
Subject: [PATCH 420/420] Reduce burst_message_threshold to 120

The reduced threshold of 120 messages per burst should still be plenty
for diagnostic purposes.
---
 src/hera_pktsock_thread.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hera_pktsock_thread.c b/src/hera_pktsock_thread.c
index 47c944ce..1643cc42 100644
--- a/src/hera_pktsock_thread.c
+++ b/src/hera_pktsock_thread.c
@@ -75,7 +75,7 @@ static int time_index;
 
 // Variables used to throttle bursty messages
 static int burst_message_counter = 0;
-static int burst_message_threshold = 5000;
+static int burst_message_threshold =  120;
 static int burst_max_duration_secs = 3600;
 static time_t burst_start = 0;