From 9f61bb990c390e71b05260ba95a347d8cd035dcf Mon Sep 17 00:00:00 2001 From: Robert Jackson Date: Fri, 6 Feb 2026 09:53:32 -0600 Subject: [PATCH 1/8] FIX: Rename src directory for packaging. --- src/__init__.py | 11 ++ src/config/__init__.py | 18 ++ src/config/default_config.py | 248 +++++++++++++++++++++++++++ src/config/output_config.py | 185 +++++++++++++++++++++ src/core/__init__.py | 14 ++ src/core/radclss_core.py | 283 +++++++++++++++++++++++++++++++ src/io/__init__.py | 1 + src/io/write.py | 46 +++++ src/util/__init__py | 1 + src/util/column_utils.py | 299 +++++++++++++++++++++++++++++++++ src/vis/__init__.py | 4 + src/vis/quicklooks.py | 313 +++++++++++++++++++++++++++++++++++ tests/test_output.nc | Bin 0 -> 7124585 bytes tests/test_radclss.py | 66 ++++++++ 14 files changed, 1489 insertions(+) create mode 100644 src/__init__.py create mode 100644 src/config/__init__.py create mode 100644 src/config/default_config.py create mode 100644 src/config/output_config.py create mode 100644 src/core/__init__.py create mode 100644 src/core/radclss_core.py create mode 100644 src/io/__init__.py create mode 100644 src/io/write.py create mode 100644 src/util/__init__py create mode 100644 src/util/column_utils.py create mode 100644 src/vis/__init__.py create mode 100644 src/vis/quicklooks.py create mode 100644 tests/test_output.nc diff --git a/src/__init__.py b/src/__init__.py new file mode 100644 index 0000000..f20cbd3 --- /dev/null +++ b/src/__init__.py @@ -0,0 +1,11 @@ +""" +==================================================== +RadCLss: Extracted Radar Columns and In-Situ Sensors +==================================================== +""" + +from . import config # noqa +from . import core # noqa +from . import util # noqa +from . import vis # noqa +from . import io # noqa diff --git a/src/config/__init__.py b/src/config/__init__.py new file mode 100644 index 0000000..11c26a8 --- /dev/null +++ b/src/config/__init__.py @@ -0,0 +1,18 @@ +from .default_config import DEFAULT_DISCARD_VAR, set_discarded_variables # noqa +from .output_config import ( + set_output_site, # noqa + set_output_facility, # noqa + set_output_platform, # noqa + set_output_level, # noqa +) # noqa +from .output_config import ( + set_output_gate_time_attrs, # noqa + set_output_time_offset_attrs, # noqa + get_output_config, # noqa +) # noqa +from .output_config import ( + set_output_alt_attrs, # noqa + set_output_lat_attrs, # noqa + set_output_lon_attrs, # noqa + set_output_station_attrs, # noqa +) # noqa diff --git a/src/config/default_config.py b/src/config/default_config.py new file mode 100644 index 0000000..1b7d79d --- /dev/null +++ b/src/config/default_config.py @@ -0,0 +1,248 @@ +""" +Default configuration file for RadCLss + +This file contains default parameters and variables used throughout RadCLss. + +""" + +# Define variables to drop from RadCLss from the respective datastreams +DEFAULT_DISCARD_VAR = { + "radar": [ + "classification_mask", + "uncorrected_copol_correlation_coeff", + "uncorrected_differential_phase", + "uncorrected_differential_reflectivity", + "uncorrected_differential_reflectivity_lag_1", + "uncorrected_mean_doppler_velocity_h", + "uncorrected_mean_doppler_velocity_v", + "uncorrected_reflectivity_h", + "uncorrected_reflectivity_v", + "uncorrected_spectral_width_h", + "uncorrected_spectral_width_v", + "clutter_masked_velocity", + "gate_id", + "ground_clutter", + "partial_beam_blockage", + "cumulative_beam_blockage", + "unfolded_differential_phase", + "path_integrated_attenuation", + "path_integrated_differential_attenuation", + "unthresholded_power_copolar_v", + "unthresholded_power_copolar_h", + "specific_differential_phase", + "specific_differential_attenuation", + "reflectivity_v", + "reflectivity", + "mean_doppler_velocity_v", + "mean_doppler_velocity", + "differential_reflectivity_lag_1", + "differential_reflectivity", + "differential_phase", + "normalized_coherent_power", + "normalized_coherent_power_v", + "signal_to_noise_ratio_copolar_h", + "signal_to_noise_ratio_copolar_v", + "specific_attenuation", + "spectral_width", + "spectral_width_v", + "sounding_temperature", + "signal_to_noise_ratio", + "velocity_texture", + "simulated_velocity", + "height_over_iso0", + ], + "met": [ + "base_time", + "time_offset", + "time_bounds", + "logger_volt", + "logger_temp", + "qc_logger_temp", + "lat", + "lon", + "alt", + "qc_temp_mean", + "qc_rh_mean", + "qc_vapor_pressure_mean", + "qc_wspd_arith_mean", + "qc_wspd_vec_mean", + "qc_wdir_vec_mean", + "qc_pwd_mean_vis_1min", + "qc_pwd_mean_vis_10min", + "qc_pwd_pw_code_inst", + "qc_pwd_pw_code_15min", + "qc_pwd_pw_code_1hr", + "qc_pwd_precip_rate_mean_1min", + "qc_pwd_cumul_rain", + "qc_pwd_cumul_snow", + "qc_org_precip_rate_mean", + "qc_tbrg_precip_total", + "qc_tbrg_precip_total_corr", + "qc_logger_volt", + "qc_logger_temp", + "qc_atmos_pressure", + "pwd_pw_code_inst", + "pwd_pw_code_15min", + "pwd_pw_code_1hr", + "temp_std", + "rh_std", + "vapor_pressure_std", + "wdir_vec_std", + "tbrg_precip_total", + "org_precip_rate_mean", + "pwd_mean_vis_1min", + "pwd_mean_vis_10min", + "pwd_precip_rate_mean_1min", + "pwd_cumul_rain", + "pwd_cumul_snow", + "pwd_err_code", + ], + "sonde": [ + "base_time", + "time_offset", + "lat", + "lon", + "qc_pres", + "qc_tdry", + "qc_dp", + "qc_wspd", + "qc_deg", + "qc_rh", + "qc_u_wind", + "qc_v_wind", + "qc_asc", + "wstat", + "asc", + ], + "pluvio": [ + "base_time", + "time_offset", + "load_cell_temp", + "heater_status", + "elec_unit_temp", + "supply_volts", + "orifice_temp", + "volt_min", + "ptemp", + "lat", + "lon", + "alt", + "maintenance_flag", + "reset_flag", + "qc_rh_mean", + "pluvio_status", + "bucket_rt", + "accum_total_nrt", + ], + "ldquants": [ + "specific_differential_attenuation_xband20c", + "specific_differential_attenuation_kaband20c", + "specific_differential_attenuation_sband20c", + "bringi_conv_stra_flag", + "exppsd_slope", + "norm_num_concen", + "num_concen", + "gammapsd_shape", + "gammapsd_slope", + "mean_doppler_vel_wband20c", + "mean_doppler_vel_kaband20c", + "mean_doppler_vel_xband20c", + "mean_doppler_vel_sband20c", + "specific_attenuation_kaband20c", + "specific_attenuation_xband20c", + "specific_attenuation_sband20c", + "specific_differential_phase_kaband20c", + "specific_differential_phase_xband20c", + "specific_differential_phase_sband20c", + "differential_reflectivity_kaband20c", + "differential_reflectivity_xband20c", + "differential_reflectivity_sband20c", + "reflectivity_factor_wband20c", + "reflectivity_factor_kaband20c", + "reflectivity_factor_xband20c", + "reflectivity_factor_sband20c", + "bringi_conv_stra_flag", + "time_offset", + "base_time", + "lat", + "lon", + "alt", + ], + "vdisquants": [ + "specific_differential_attenuation_xband20c", + "specific_differential_attenuation_kaband20c", + "specific_differential_attenuation_sband20c", + "bringi_conv_stra_flag", + "exppsd_slope", + "norm_num_concen", + "num_concen", + "gammapsd_shape", + "gammapsd_slope", + "mean_doppler_vel_wband20c", + "mean_doppler_vel_kaband20c", + "mean_doppler_vel_xband20c", + "mean_doppler_vel_sband20c", + "specific_attenuation_kaband20c", + "specific_attenuation_xband20c", + "specific_attenuation_sband20c", + "specific_differential_phase_kaband20c", + "specific_differential_phase_xband20c", + "specific_differential_phase_sband20c", + "differential_reflectivity_kaband20c", + "differential_reflectivity_xband20c", + "differential_reflectivity_sband20c", + "reflectivity_factor_wband20c", + "reflectivity_factor_kaband20c", + "reflectivity_factor_xband20c", + "reflectivity_factor_sband20c", + "bringi_conv_stra_flag", + "time_offset", + "base_time", + "lat", + "lon", + "alt", + ], + "wxt": [ + "base_time", + "time_offset", + "time_bounds", + "qc_temp_mean", + "temp_std", + "rh_mean", + "qc_rh_mean", + "rh_std", + "atmos_pressure", + "qc_atmos_pressure", + "wspd_arith_mean", + "qc_wspd_arith_mean", + "wspd_vec_mean", + "qc_wspd_vec_mean", + "wdir_vec_mean", + "qc_wdir_vec_mean", + "wdir_vec_std", + "qc_wxt_precip_rate_mean", + "qc_wxt_cumul_precip", + "logger_volt", + "qc_logger_volt", + "logger_temp", + "qc_logger_temp", + "lat", + "lon", + "alt", + ], +} + + +def set_discarded_variables(instrument, var_list): + """ + Set the variables to be discarded from a given instrument datastream. + + Parameters + ---------- + instrument : str + The instrument name (e.g., 'radar', 'met', 'sonde', etc.). + var_list : list + List of variable names to discard. + """ + global DEFAULT_DISCARD_VAR + DEFAULT_DISCARD_VAR[instrument] = var_list diff --git a/src/config/output_config.py b/src/config/output_config.py new file mode 100644 index 0000000..8f947ed --- /dev/null +++ b/src/config/output_config.py @@ -0,0 +1,185 @@ +OUTPUT_SITE = "BNF" +OUTPUT_FACILITY = "S2" +OUTPUT_PLATFORM = "csapr2radclss" +OUTPUT_LEVEL = "c2" +OUTPUT_GATE_TIME_ATTRS = { + "long_name": ( + "Time in Seconds that Cooresponds to the Start" + + " of each Individual Radar Volume Scan before" + + " Concatenation" + ), + "description": "Time in Seconds that Cooresponds to the Minimum Height Gate", +} +OUTPUT_TIME_OFFSET_ATTRS = dict( + long_name=("Time in Seconds Since Midnight"), + description=( + "Time in Seconds Since Midnight that Cooresponds" + + "to the Center of Each Height Gate" + + "Above the Target Location " + ), +) +OUTPUT_STATION_ATTRS = dict( + long_name="Bankhead National Forest AMF-3 In-Situ Ground Observation Station Identifers" +) +OUTPUT_LAT_ATTRS = dict( + long_name="Latitude of BNF AMF-3 Ground Observation Site", units="Degrees North" +) +OUTPUT_LON_ATTRS = dict( + long_name="Longitude of BNF AMF-3 Ground Observation Site", units="Degrees East" +) +OUTPUT_ALT_ATTRS = dict( + long_name="Altitude above mean sea level for each station", units="m" +) + + +def set_output_site(site): + """ + Set the output site for RadCLss files. + + Parameters + ---------- + site : str + The output site name. + """ + global OUTPUT_SITE + OUTPUT_SITE = site + + +def set_output_facility(facility): + """ + Set the output facility for RadCLss files. + + Parameters + ---------- + facility : str + The output facility name. + """ + global OUTPUT_FACILITY + OUTPUT_FACILITY = facility + + +def set_output_platform(platform): + """ + Set the output platform for RadCLss files. + + Parameters + ---------- + platform : str + The output platform name. + """ + global OUTPUT_PLATFORM + OUTPUT_PLATFORM = platform + + +def set_output_level(level): + """ + Set the output level for RadCLss files. + + Parameters + ---------- + level : str + The output level name. + """ + global OUTPUT_LEVEL + OUTPUT_LEVEL = level + + +def set_output_gate_time_attrs(attrs): + """ + Set the attributes for the gate_time variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for gate_time. + """ + global OUTPUT_GATE_TIME_ATTRS + OUTPUT_GATE_TIME_ATTRS = attrs + + +def set_output_time_offset_attrs(attrs): + """ + Set the attributes for the time_offset variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for time_offset. + """ + global OUTPUT_TIME_OFFSET_ATTRS + OUTPUT_TIME_OFFSET_ATTRS = attrs + + +def set_output_station_attrs(attrs): + """ + Set the attributes for the station variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for station. + """ + global OUTPUT_STATION_ATTRS + OUTPUT_STATION_ATTRS = attrs + + +def set_output_lat_attrs(attrs): + """ + Set the attributes for the lat variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for lat. + """ + global OUTPUT_LAT_ATTRS + OUTPUT_LAT_ATTRS = attrs + + +def set_output_lon_attrs(attrs): + """ + Set the attributes for the lon variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for lon. + """ + global OUTPUT_LON_ATTRS + OUTPUT_LON_ATTRS = attrs + + +def set_output_alt_attrs(attrs): + """ + Set the attributes for the alt variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for alt. + """ + global OUTPUT_ALT_ATTRS + OUTPUT_ALT_ATTRS = attrs + + +def get_output_config(): + """ + Get the current output configuration as a dictionary. + + Returns + ------- + dict + Dictionary containing the current output configuration. + """ + return { + "site": OUTPUT_SITE, + "facility": OUTPUT_FACILITY, + "platform": OUTPUT_PLATFORM, + "level": OUTPUT_LEVEL, + "gate_time_attrs": OUTPUT_GATE_TIME_ATTRS, + "time_offset_attrs": OUTPUT_TIME_OFFSET_ATTRS, + "station_attrs": OUTPUT_STATION_ATTRS, + "lat_attrs": OUTPUT_LAT_ATTRS, + "lon_attrs": OUTPUT_LON_ATTRS, + "alt_attrs": OUTPUT_ALT_ATTRS, + } diff --git a/src/core/__init__.py b/src/core/__init__.py new file mode 100644 index 0000000..97ca9b9 --- /dev/null +++ b/src/core/__init__.py @@ -0,0 +1,14 @@ +""" +============================= + radclss.core package +============================= + +This package contains the core functions for RadCLss. + +... autosummary:: + :toctree: generated/ + + radclss_core +""" + +from .radclss_core import radclss # noqa: F401 diff --git a/src/core/radclss_core.py b/src/core/radclss_core.py new file mode 100644 index 0000000..04c428e --- /dev/null +++ b/src/core/radclss_core.py @@ -0,0 +1,283 @@ +import logging +import time +import xarray as xr +import act +import numpy as np + +from ..util.column_utils import subset_points, match_datasets_act +from ..config.default_config import DEFAULT_DISCARD_VAR +from ..config.output_config import get_output_config +from dask.distributed import Client, as_completed + + +def radclss( + volumes, + input_site_dict, + serial=True, + dod_version="", + discard_var={}, + verbose=False, + base_station="M1", + current_client=None, +): + """ + Extracted Radar Columns and In-Situ Sensors + + Utilizing Py-ART and ACT, extract radar columns above various sites and + collocate with in-situ ground based sensors. + + Within this verison of RadCLss, supported sensors are: + - Pluvio Weighing Bucket Rain Gauge (pluvio) + - Surface Meteorological Sensors (met) + - Laser Disdrometer (mutliple sites) (ld/vdisquants) + - Radiosonde (sondewnpn) + - Ceilometer (ceil) + + Parameters + ---------- + volumes : Dictionary + Dictionary contianing files for each of the instruments, including + all CMAC processed radar files per day. Each key is formatted as follows: + 'date': 'YYYYMMDD' + 'instrument_site': file/list of files + where instrument is one of the supported instruments (radar, met, sonde, + pluvio, ld, vd, wxt) and site is the site name (e.g., M1, SGP, TWP, etc). + input_site_dict : Dictionary + Dictionary containing site information for each site being processed. + Each key is the site name (e.g., M1, SGP, TWP, etc) and the value is a 3-tuple + containing (latitude, longitude, altitude in meters). + serial : Boolean, Default = False + Option to denote serial processing; used to start dask cluster for + subsetting columns in parallel. + dod_version : str, Default = '' + Option to supply a Data Object Description version to verify standards. + If this is an empty string, then the latest version will be used. + discard_var : Dictionary, Default = {} + Dictionary containing variables to drop from each datastream. + verbose : Boolean, Default = False + Option to print additional information during processing. + base_station : str, Default = "M1" + The base station name to use for time variables. + current_client : Dask Client, Default = None + Option to supply an existing Dask client for parallel processing. + Set to None to use the current active client. + + Returns + ------- + ds : Xarray Dataset + Daily time-series of extracted columns saved into ARM formatted netCDF files. + """ + + if discard_var == {}: + discard_var = DEFAULT_DISCARD_VAR + if verbose: + print(volumes["date"] + " start subset-points: ", time.strftime("%H:%M:%S")) + + # Call Subset Points + columns = [] + if not serial: + if current_client is None: + try: + current_client = Client.current() + except ValueError: + raise RuntimeError( + "No Dask client found. Please start a Dask client before running in parallel mode." + ) + results = current_client.map( + subset_points, + volumes["radar"], + sonde=volumes["sonde"], + input_site_dict=input_site_dict, + ) + for done_work in as_completed(results, with_results=False): + try: + columns.append(done_work.result()) + except Exception as error: + logging.log.exception(error) + else: + for rad in volumes["radar"]: + if verbose: + print(f"Processing file: {rad}") + columns.append( + subset_points( + rad, sonde=volumes["sonde"], input_site_dict=input_site_dict + ) + ) + if verbose: + print("Processed file: ", rad) + print("Current number of successful columns: ", len(columns)) + print("Last processed file results: ") + print(columns[-1]) + + # Assemble individual columns into single DataSet + # try: + # Concatenate all extracted columns across time dimension to form daily timeseries + output_config = get_output_config() + output_platform = output_config["platform"] + output_level = output_config["level"] + ds_concat = xr.concat([data for data in columns if data], dim="time") + if verbose: + print("Grabbing DOD for platform/level: ", f"{output_platform}.{output_level}") + ds = act.io.create_ds_from_arm_dod( + f"{output_platform}.{output_level}", + { + "time": ds_concat.sizes["time"], + "height": ds_concat.sizes["height"], + "station": ds_concat.sizes["station"], + }, + version=dod_version, + ) + + ds["time"] = ds_concat.sel(station=base_station).base_time + ds["time_offset"] = ds_concat.sel(station=base_station).base_time + ds["base_time"] = ds_concat.sel(station=base_station).isel(time=0).base_time + ds["station"] = ds_concat["station"] + ds["height"] = ds_concat["height"] + ds["lat"][:] = ds_concat.isel(time=0)["lat"][:] + ds["lon"][:] = ds_concat.isel(time=0)["lon"][:] + ds["alt"][:] = ds_concat.isel(time=0)["alt"][:] + + for var in ds_concat.data_vars: + if var not in ["time", "time_offset", "base_time", "lat", "lon", "alt"]: + if var in ds.data_vars: + if verbose: + print(f"Adding variable to output dataset: {var}") + print( + f"Original dtype: {ds[var].dtype}, New dtype: {ds_concat[var].dtype}" + ) + old_type = ds[var].dtype + + # Assign data and convert to original dtype + ds[var][:] = ds_concat[var][:] + ds[var] = ds[var].astype(old_type) + if "_FillValue" in ds[var].attrs: + if isinstance(ds[var].attrs["_FillValue"], str): + if ds[var].dtype == "float32": + ds[var].attrs["_FillValue"] = np.float32( + ds[var].attrs["_FillValue"] + ) + elif ds[var].dtype == "float64": + ds[var].attrs["_FillValue"] = np.float64( + ds[var].attrs["_FillValue"] + ) + elif ds[var].dtype == "int32": + ds[var].attrs["_FillValue"] = np.int32( + ds[var].attrs["_FillValue"] + ) + elif ds[var].dtype == "int64": + ds[var].attrs["_FillValue"] = np.int64( + ds[var].attrs["_FillValue"] + ) + ds[var] = ds[var].fillna(ds[var].attrs["_FillValue"]).astype(float) + if "missing_value" in ds[var].attrs: + if isinstance(ds[var].attrs["missing_value"], str): + if ds[var].dtype == "float32": + ds[var].attrs["missing_value"] = np.float32( + ds[var].attrs["missing_value"] + ) + elif ds[var].dtype == "float64": + ds[var].attrs["missing_value"] = np.float64( + ds[var].attrs["missing_value"] + ) + elif ds[var].dtype == "int32": + ds[var].attrs["missing_value"] = np.int32( + ds[var].attrs["missing_value"] + ) + elif ds[var].dtype == "int64": + ds[var].attrs["missing_value"] = np.int64( + ds[var].attrs["missing_value"] + ) + ds[var] = ( + ds[var].fillna(ds[var].attrs["missing_value"]).astype(float) + ) + + # Remove all the unused CMAC variables + # Drop duplicate latitude and longitude + del ds_concat + + # Free up Memory + del columns + + # If successful column extraction, apply in-situ + if ds: + # Depending on how Dask is behaving, may be to resort time + ds = ds.sortby("time") + if verbose: + print( + volumes["date"] + " finish subset-points: ", time.strftime("%H:%M:%S") + ) + # Find all of the met stations and match to columns + vol_keys = list(volumes.keys()) + for k in vol_keys: + if len(volumes[k]) == 0: + if verbose: + print(f"No files found for instrument/site: {k}") + continue + if "_" in k: + instrument, site = k.split("_", 1) + else: + instrument = k + site = base_station + if instrument == "met": + if verbose: + print(f"Matching MET data for site: {site}") + ds = match_datasets_act( + ds, + volumes[k][0], + site.upper(), + resample="mean", + discard=discard_var["met"], + verbose=verbose, + ) + + if instrument == "pluvio": + # Weighing Bucket Rain Gauge + ds = match_datasets_act( + ds, + volumes[k], + site.upper(), + discard=discard_var["pluvio"], + verbose=verbose, + ) + + if instrument == "ld": + ds = match_datasets_act( + ds, + volumes[k], + site.upper(), + discard=discard_var["ldquants"], + resample="mean", + prefix="ldquants_", + verbose=verbose, + ) + + if instrument == "vd": + # Laser Disdrometer - Supplemental Site + ds = match_datasets_act( + ds, + volumes[k], + site.upper(), + discard=discard_var["vdisquants"], + resample="mean", + prefix="vdisquants_", + verbose=verbose, + ) + + if instrument == "wxt": + # Laser Disdrometer - Supplemental Site + ds = match_datasets_act( + ds, + volumes[k], + site.upper(), + discard=discard_var["wxt"], + resample="mean", + verbose=verbose, + ) + + else: + # There is no column extraction + raise RuntimeError(": RadCLss FAILURE (All Columns Failed to Extract): ") + del ds["base_time"].attrs["units"] + del ds["time_offset"].attrs["units"] + del ds["time"].attrs["units"] + return ds diff --git a/src/io/__init__.py b/src/io/__init__.py new file mode 100644 index 0000000..fbf366f --- /dev/null +++ b/src/io/__init__.py @@ -0,0 +1 @@ +from .write import write_radclss_output # noqa diff --git a/src/io/write.py b/src/io/write.py new file mode 100644 index 0000000..f39e294 --- /dev/null +++ b/src/io/write.py @@ -0,0 +1,46 @@ +import json +import urllib.request + + +def write_radclss_output(ds, output_filename, process, version=None): + """Write the RadCLSS output dataset to a NetCDF file. + + Parameters + ---------- + ds : xarray.Dataset + The RadCLSS output dataset. + output_filename : str + The path to the output NetCDF file. + process : str + The process name (i.e. radclss) + version : str + The version of the process used. Set to None to use the latest version. + """ + # Write the dataset to a NetCDF file + base_url = "https://pcm.arm.gov/pcm/api/dods/" + + # Get data from DOD api + with urllib.request.urlopen(base_url + process) as url: + data = json.loads(url.read().decode()) + keys = list(data["versions"].keys()) + + version = keys[-1] + variables = data["versions"][version]["vars"] + encoding = {} + for v in variables: + type_str = v["type"] + if v["name"] in ds.variables: + if type_str == "float": + encoding[v["name"]] = {"dtype": "float32"} + elif type_str == "double": + encoding[v["name"]] = {"dtype": "float64"} + elif type_str == "short": + encoding[v["name"]] = {"dtype": "int16"} + elif type_str == "int": + encoding[v["name"]] = {"dtype": "int32"} + elif type_str == "char": + encoding[v["name"]] = {"dtype": "S1"} + elif type_str == "byte": + encoding[v["name"]] = {"dtype": "int8"} + + ds.to_netcdf(output_filename, format="NETCDF4_CLASSIC", encoding=encoding) diff --git a/src/util/__init__py b/src/util/__init__py new file mode 100644 index 0000000..213cba3 --- /dev/null +++ b/src/util/__init__py @@ -0,0 +1 @@ +from .column_utils import subset_points, match_datasets_act # noqa diff --git a/src/util/column_utils.py b/src/util/column_utils.py new file mode 100644 index 0000000..6d9b2c5 --- /dev/null +++ b/src/util/column_utils.py @@ -0,0 +1,299 @@ +import pyart +import act +import numpy as np +import xarray as xr +import datetime + +from ..config import DEFAULT_DISCARD_VAR +from ..config import get_output_config + + +def subset_points( + nfile, input_site_dict, sonde=None, height_bins=np.arange(500, 8500, 250), **kwargs +): + """ + Subset a radar file for a set of latitudes and longitudes + utilizing Py-ART's column-vertical-profile functionality. + + Parameters + ---------- + file : str + Path to the radar file to extract columns from + input_site_dict : dict + Dictionary containing the site names as keys and their + lat/lon coordinates as values in a list format: + {'site1': [lat1, lon1, alt1], + 'site2': [lat2, lon2, alt2], + ...} + sonde : list, optional + List of radiosonde file paths to be merged into the radar + prior to column extraction. The nearest sonde file to the + radar start time will be used. Default is None. + height_bins : numpy array, optional + Numpy array containing the desired height bins to interpolate + the extracted radar columns to. Default is np.arange(500, 8500, 250). + **kwargs : dict + Additional keyword arguments. + + Returns + ------- + ds : xarray DataSet + Xarray Dataset containing the radar column above a give set of locations + + """ + ds = None + + # Define the splash locations [lon,lat] + + lats = list([x[0] for x in input_site_dict.values()]) + lons = list([x[1] for x in input_site_dict.values()]) + site_alt = list([x[2] for x in input_site_dict.values()]) + + sites = list(input_site_dict.keys()) + + radar = pyart.io.read(nfile, exclude_fields=DEFAULT_DISCARD_VAR["radar"]) + # Check for single sweep scans + if np.ma.is_masked(radar.sweep_start_ray_index["data"][1:]): + radar.sweep_start_ray_index["data"] = np.ma.array([0]) + radar.sweep_end_ray_index["data"] = np.ma.array([radar.nrays]) + + if radar: + if radar.time["data"].size > 0: + # Easier to map the nearest sonde file to radar gates before extraction + if sonde is not None: + # variables to discard when reading in the sonde file + exclude_sonde = DEFAULT_DISCARD_VAR["sonde"] + + # find the nearest sonde file to the radar start time + radar_start = datetime.datetime.strptime( + nfile.split("/")[-1].split(".")[-3] + + "." + + nfile.split("/")[-1].split(".")[-2], + "%Y%m%d.%H%M%S", + ) + sonde_start = [ + datetime.datetime.strptime( + xfile.split("/")[-1].split(".")[2] + + "-" + + xfile.split("/")[-1].split(".")[3], + "%Y%m%d-%H%M%S", + ) + for xfile in sonde + ] + # difference in time between radar file and each sonde file + start_diff = [radar_start - sonde for sonde in sonde_start] + + # merge the sonde file into the radar object + ds_sonde = act.io.read_arm_netcdf( + sonde[start_diff.index(min(start_diff))], + cleanup_qc=True, + drop_variables=exclude_sonde, + ) + + # create list of variables within sonde dataset to add to the radar file + for var in list(ds_sonde.keys()): + if var != "alt": + z_dict, sonde_dict = pyart.retrieve.map_profile_to_gates( + ds_sonde.variables[var], ds_sonde.variables["alt"], radar + ) + # add the field to the radar file + radar.add_field_like( + "corrected_reflectivity", + "sonde_" + var, + sonde_dict["data"], + replace_existing=True, + ) + radar.fields["sonde_" + var]["units"] = sonde_dict["units"] + radar.fields["sonde_" + var]["long_name"] = sonde_dict["long_name"] + radar.fields["sonde_" + var]["standard_name"] = sonde_dict[ + "standard_name" + ] + radar.fields["sonde_" + var]["datastream"] = ds_sonde.datastream + + del radar_start, sonde_start, ds_sonde + del z_dict, sonde_dict + + column_list = [] + for lat, lon in zip(lats, lons): + # Make sure we are interpolating from the radar's location above sea level + # NOTE: interpolating throughout Troposphere to match sonde to in the future + + da = pyart.util.columnsect.column_vertical_profile(radar, lat, lon) + # check for valid heights + valid = np.isfinite(da["height"]) + n_valid = int(valid.sum()) + if n_valid > 0: + da = ( + da.sel(height=valid).sortby("height").interp(height=height_bins) + ) + else: + target_height = xr.DataArray( + height_bins, dims="height", name="height" + ) + da = da.reindex(height=target_height) + + # Add the latitude and longitude of the extracted column + da["lat"], da["lon"] = lat, lon + # Convert timeoffsets to timedelta object and precision on datetime64 + da.time_offset.data = da.time_offset.values.astype("timedelta64[s]") + da.base_time.data = da.base_time.values.astype("datetime64[s]") + # Time is based off the start of the radar volume + da["gate_time"] = ( + da.base_time.values + da.isel(height=0).time_offset.values + ) + column_list.append(da) + + # Concatenate the extracted radar columns for this scan across all sites + ds = xr.concat([data for data in column_list if data], dim="station") + ds["station"] = sites + # Assign the Main and Supplemental Site altitudes + ds = ds.assign(alt=("station", site_alt)) + # Add attributes for Time, Latitude, Longitude, and Sites + output_config = get_output_config() + + ds.gate_time.attrs.update(output_config["gate_time_attrs"]) + ds.time_offset.attrs.update(output_config["time_offset_attrs"]) + ds.station.attrs.update(output_config["station_attrs"]) + ds.lat.attrs.update(output_config["lat_attrs"]) + ds.lon.attrs.update(output_config["lon_attrs"]) + ds.alt.attrs.update(output_config["alt_attrs"]) + + # delete the radar to free up memory + del radar, column_list, da + else: + # delete the rhi file + del radar + return ds + + +def match_datasets_act( + column, + ground, + site, + discard, + resample="sum", + DataSet=False, + prefix=None, + verbose=False, +): + """ + Time synchronization of a Ground Instrumentation Dataset to + a Radar Column for Specific Locations using the ARM ACT package + + Parameters + ---------- + column : Xarray DataSet + Xarray DataSet containing the extracted radar column above multiple locations. + Dimensions should include Time, Height, Site + + ground : str; Xarray DataSet + String containing the path of the ground instrumentation file that is desired + to be included within the extracted radar column dataset. + If DataSet is set to True, ground is Xarray Dataset and will skip I/O. + + site : str + Location of the ground instrument. Should be included within the filename. + + discard : list + List containing the desired input ground instrumentation variables to be + removed from the xarray DataSet. + + resample : str + Mathematical operational for resampling ground instrumentation to the radar time. + Default is to sum the data across the resampling period. Checks for 'mean' or + to 'skip' altogether. + + DataSet : boolean + Boolean flag to determine if ground input is an Xarray Dataset. + Set to True if ground input is Xarray DataSet. + + prefix : str + prefix for the desired spelling of variable names for the input + datastream (to fix duplicate variable names between instruments) + + verbose : boolean + Boolean flag to set verbose output during processing. Default is False. + + Returns + ------- + ds : Xarray DataSet + Xarray Dataset containing the time-synced in-situ ground observations with + the inputed radar column + """ + # Check to see if input is xarray DataSet or a file path + if DataSet: + grd_ds = ground + else: + # Read in the file using ACT + grd_ds = act.io.read_arm_netcdf(ground, cleanup_qc=True, drop_variables=discard) + # Default are Lazy Arrays; convert for matching with column + grd_ds = grd_ds.compute() + # check if a list containing new variable names exists. + if prefix: + grd_ds = grd_ds.rename_vars({v: f"{prefix}{v}" for v in grd_ds.data_vars}) + + # Remove Base_Time before Resampling Data since you can't force 1 datapoint to 5 min sum + if "base_time" in grd_ds.data_vars: + del grd_ds["base_time"] + + # Check to see if height is a dimension within the ground instrumentation. + # If so, first interpolate heights to match radar, before interpolating time. + if "height" in grd_ds.dims: + grd_ds = grd_ds.interp(height=np.arange(3150, 10050, 50), method="linear") + + # Resample the ground data to 5 min and interpolate to the CSU X-Band time. + # Keep data variable attributes to help distingish between instruments/locations + if resample.split("=")[-1] == "mean": + matched = ( + grd_ds.resample(time="5Min", closed="right") + .mean(keep_attrs=True) + .interp(time=column.time, method="linear") + ) + elif resample.split("=")[-1] == "skip": + matched = grd_ds.interp(time=column.time, method="linear") + else: + matched = ( + grd_ds.resample(time="5Min", closed="right") + .sum(keep_attrs=True) + .interp(time=column.time, method="linear") + ) + + # Add SAIL site location as a dimension for the Pluvio data + matched = matched.assign_coords(coords=dict(station=site)) + matched = matched.expand_dims("station") + + # Remove Lat/Lon Data variables as it is included within the Matched Dataset with Site Identfiers + if "lat" in matched.data_vars: + del matched["lat"] + if "lon" in matched.data_vars: + del matched["lon"] + if "alt" in matched.data_vars: + del matched["alt"] + + # Update the individual Variables to Hold Global Attributes + # global attributes will be lost on merging into the matched dataset. + # Need to keep as many references and descriptors as possible + for var in matched.data_vars: + matched[var].attrs.update(source=matched.datastream) + + # Merge the two DataSets + for k in matched.data_vars: + if k in column.data_vars: + column[k].sel(station=site)[:] = matched.sel(station=site)[k][:].astype( + column[k].dtype + ) + if "_FillValue" in column[k].attrs: + if isinstance(column[k].attrs["_FillValue"], str): + column[k].attrs["_FillValue"] = float(column[k].attrs["_FillValue"]) + column[k] = ( + column[k].fillna(column[k].attrs["_FillValue"]).astype(float) + ) + if "missing_value" in column[k].attrs: + if isinstance(column[k].attrs["missing_value"], str): + column[k].attrs["missing_value"] = float( + column[k].attrs["missing_value"] + ) + column[k] = ( + column[k].fillna(column[k].attrs["missing_value"]).astype(float) + ) + return column diff --git a/src/vis/__init__.py b/src/vis/__init__.py new file mode 100644 index 0000000..94b1b72 --- /dev/null +++ b/src/vis/__init__.py @@ -0,0 +1,4 @@ +from .quicklooks import ( + create_radclss_columns, # noqa + create_radclss_rainfall_timeseries, # noqa +) # noqa diff --git a/src/vis/quicklooks.py b/src/vis/quicklooks.py new file mode 100644 index 0000000..78f36a0 --- /dev/null +++ b/src/vis/quicklooks.py @@ -0,0 +1,313 @@ +import act +import sys +import datetime +import numpy as np +import xarray as xr +import matplotlib.pyplot as plt + +from datetime import timedelta +from mpl_toolkits.axes_grid1 import make_axes_locatable + + +def create_radclss_columns( + radclss, + field="corrected_reflectivity", + vmin=-5, + vmax=65, + stations=None, + **kwargs, +): + """ + With the RadCLss product, generate a figure of all extracted columns + + Input + ----- + radclss : str or xarray dataset + Filepath to the RadCLss file or xarray dataset with the columns. + field : str + Specific CMAC field to display extracted column of + vmin : int + Minimum value to display between all subplots for the specific radar + parameter + vmax : int + Maximum value to display between all subplots for the specific radar + parameter + stations : list of str + List of station identifiers to plot. If None, defaults to + all of them. + + Output + ------ + fig: matplotlib figure + Figure containing the extracted columns. + axarr : matplotlib axes array + Array of matplotlib axes containing the extracted columns. + + """ + + if "cmap" not in kwargs: + kwargs["cmap"] = "ChaseSpectral" + + if stations == []: + raise ValueError( + "\nERROR - (create_radclss_columns):" + + " \n\tStations list is empty. Please provide at least one station.\n" + ) + # read the RadCLss file + if isinstance(radclss, str): + try: + ds = xr.open_dataset(radclss, decode_timedelta=False) + except Exception as e: + exc_type, exc_obj, exc_tb = sys.exc_info() + # 'e' will contain the error object + print( + "\nERROR - (create_radclss_timeseries):" + + f" \n\tOccured When Reading in RadCLss File: \n\t{e}" + ) + print(f"\tError type: {type(e)}") + print("\tLine Number: ", exc_tb.tb_lineno) + print("\tFile Name: ", exc_tb.tb_frame.f_code.co_filename) + print("\n") + return + elif isinstance(radclss, xr.Dataset): + ds = radclss + else: + raise TypeError( + "\nERROR - (create_radclss_timeseries):" + + " \n\tRadCLss Input is Not a String or xarray Dataset\n" + ) + # Create the figure + stations = ds["station"].data if stations is None else stations + nrows = int(np.ceil(len(stations) / 2)) + ncols = 2 + height = 5 * nrows + width = 14 + fig, axarr = plt.subplots(nrows, ncols, figsize=(width, height)) + plt.subplots_adjust(hspace=0.8) + + # Define the time of the radar file we are plotting against + radar_time = datetime.datetime.strptime( + np.datetime_as_string(ds["time"].data[0], unit="s"), "%Y-%m-%dT%H:%M:%S" + ) + final_time = radar_time + timedelta(days=1) + for i, station in enumerate(stations): + row = i // 2 + col = i % 2 + if len(axarr.shape) == 1: + axarr = np.expand_dims(axarr, axis=0) + ds[field].sel(station=station).sel( + time=slice( + radar_time.strftime("%Y-%m-%dT00:00:00"), + final_time.strftime("%Y-%m-%dT00:00:00"), + ) + ).plot(y="height", ax=axarr[row, col], vmin=vmin, vmax=vmax, **kwargs) + + return fig, axarr + + +def create_radclss_rainfall_timeseries( + radclss, + field="corrected_reflectivity", + vmin=-5, + vmax=65, + cmap="ChaseSpectral", + rr_min=0, + rr_max=250, + cum_min=0, + cum_max=500, + dis_site="M1", + rheight=750, + title_flag=True, + figure_dpi=300, +): + """ + With the RadCLss product, generate a timeseries of radar reflectivity + factor, particle size distribution and cumuluative precipitaiton + for the ARM SAIL M1 Site. + + This timeseries quick is to serve as a means for evaluating the RadCLss + product. + + Input + ----- + radclss : str + Filepath to the RadCLss file. + field : str + Specific CMAC field to display extracted column of + vmin : int + Minimum value to display between all subplots for the specific radar + parameter + vmax : int + Maximum value to display between all subplots for the specific radar + parameter + cmap : str + Colormap to use for the radar field. + rr_min: float + Minimum value for the precipitation rate axis. + rr_max: float + Maximum value for the precipitation rate axis. + cum_min: float + Minimum value for the cumulative precipitation axis. + cum_max: float + Maximum value for the cumulative precipitation axis. + dis_site : str + Identifer of the supported location for lat/lon slices + height : int + Column height to compare against in-situ sensors for precipitation + accumulation. + title_flag : bool + Flag to add the title to the figure. + figure_dpi : int + DPI to set for the figure. + + Output + ------ + timeseries : png + Saved image of the RadCLss timeseris + """ + # Create the figure + fig = plt.figure(figsize=(14, 10)) + plt.subplots_adjust(wspace=0.05) + + # read the RadCLss file + try: + if isinstance(radclss, str): + ds = xr.open_dataset(radclss, decode_timedelta=False) + elif isinstance(radclss, xr.Dataset): + ds = radclss + except Exception as e: + exc_type, exc_obj, exc_tb = sys.exc_info() + # 'e' will contain the error object + print( + "\nERROR - (create_radclss_timeseries):" + + f" \n\tOccured When Reading in RadCLss File: \n\t{e}" + ) + print(f"\tError type: {type(e)}") + print("\tLine Number: ", exc_tb.tb_lineno) + print("\tFile Name: ", exc_tb.tb_frame.f_code.co_filename) + print("\n") + return + + # Define the time of the radar file we are plotting against + radar_time = datetime.datetime.strptime( + np.datetime_as_string(ds["time"].data[0], unit="s"), "%Y-%m-%dT%H:%M:%S" + ) + final_time = radar_time + timedelta(days=1) + + # ----------------------------------------------- + # Side Plot A - Display the RadClss Radar Field + # ----------------------------------------------- + # Top right hand subplot - Radar TimeSeries + ax2 = fig.add_subplot(311) + + ds[field].sel(station=dis_site).plot( + x="time", ax=ax2, cmap=cmap, vmin=vmin, vmax=vmax + ) + + ax2.set_title( + "Extracted Radar Columns and In-Situ Sensors (RadCLss), BNF Site: " + dis_site + ) + ax2.set_ylabel("Height [m]") + ax2.set_xlabel("Time [UTC]") + + # -------------------------------------- + # Side Plot B - Display the Rain Rates + # -------------------------------------- + # Top right hand subplot - Radar TimeSeries + ax3 = fig.add_subplot(312) + + # CMAC derived rain rate + ds["rain_rate_A"].sel(station=dis_site).sel(height=rheight, method="nearest").plot( + x="time", ax=ax3, label="CMAC" + ) + + # Pluvio2 Weighing Bucket Rain Gauge + ds["intensity_rtnrt"].sel(station=dis_site).plot(x="time", ax=ax3, label="PLUVIO2") + + # LDQUANTS derived rain rate + ds["ldquants_rain_rate"].sel(station=dis_site).plot( + x="time", ax=ax3, label="LDQUANTS" + ) + + ax3.set_title(" ") + ax3.set_ylabel("Precipitation Rate \n[mm/hr]") + ax3.set_xlabel("Time [UTC]") + ax3.set_xlim( + [ + radar_time.strftime("%Y-%m-%dT00:00:00"), + final_time.strftime("%Y-%m-%dT00:00:00"), + ] + ) + ax3.legend(loc="upper right") + ax3.grid(True) + ax3.set_ylim(rr_min, rr_max) + # Add a blank space next to the subplot to shape it as the above plot + divider = make_axes_locatable(ax3) + cax = divider.append_axes("right", size="3%", pad=1.9) + cax.set_visible(False) + + # ------------------------------------------ + # Side Plot C - Precipitation Accumulation + # ------------------------------------------ + ax4 = fig.add_subplot(313) + + # CMAC Accumulated Rain Rates + radar_accum = act.utils.accumulate_precip( + ds.sel(station=dis_site).sel(height=rheight, method="nearest"), "rain_rate_A" + ).compute() + # CMAC Accumulated Rain Rates + radar_accum["rain_rate_A_accumulated"].plot(x="time", ax=ax4, label="CMAC") + + # PLUVIO2 Accumulation + if dis_site == "M1": + gauge_precip_accum = act.utils.accumulate_precip( + ds.sel(station=dis_site), "intensity_rtnrt" + ).intensity_rtnrt_accumulated.compute() + gauge_precip_accum.plot(x="time", ax=ax4, label="PLUVIO2") + + # LDQUANTS Accumulation + if dis_site == "M1" or dis_site == "S30": + ld_precip_accum = act.utils.accumulate_precip( + ds.sel(station=dis_site), "ldquants_rain_rate" + ).ldquants_rain_rate_accumulated.compute() + ld_precip_accum.plot(x="time", ax=ax4, label="LDQUANTS") + + ax4.set_title(" ") + ax4.set_ylabel("Accumulated Precipitation \n[mm]") + ax4.set_xlabel("Time [UTC]") + ax4.legend(loc="upper left") + ax4.grid(True) + ax4.set_xlim( + [ + radar_time.strftime("%Y-%m-%dT00:00:00"), + final_time.strftime("%Y-%m-%dT00:00:00"), + ] + ) + ax4.set_ylim(cum_min, cum_max) + # Add a blank space next to the subplot to shape it as the above plot + divider = make_axes_locatable(ax4) + cax = divider.append_axes("right", size="3%", pad=1.9) + cax.set_visible(False) + + # Set the DPI to a higher value (e.g., 300) + plt.rcParams["figure.dpi"] = figure_dpi + plt.rcParams["savefig.dpi"] = figure_dpi + + # Add the title + if title_flag is True: + plt.suptitle( + "BNF Extracted Radar Columns and In-Situ Sensors (RadCLss) \n" + + radar_time.strftime("%Y-%m-%d") + ) + + # Clean up this function + ax = np.array([ax2, ax3, ax4]) + del radar_accum + if dis_site == "M1" or dis_site == "S30": + del ld_precip_accum + if dis_site == "M1": + del gauge_precip_accum + if isinstance(radclss, str): + ds.close() + + return fig, ax diff --git a/tests/test_output.nc b/tests/test_output.nc new file mode 100644 index 0000000000000000000000000000000000000000..6ffb3a78bee9a1a30a633e2933e0438382dd4ba7 GIT binary patch literal 7124585 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test_data_path, "bnfcsapr2radclss.c2.20250619.000000.nc" + ) + ds = xr.open_dataset(radclss_file) + input_site_dict = { + "M1": (34.34525, -87.33842, 293), + "S4": (34.46451, -87.23598, 197), + "S20": (34.65401, -87.29264, 178), + "S30": (34.38501, -86.92757, 183), + "S40": (34.17932, -87.45349, 236), + "S13": (34.343889, -87.350556, 286), + } + subset_ds = radclss.util.subset_points(ds, input_site_dict, sonde=False) + assert set(subset_ds["station"].values) == {"M1", "S30"} + assert set(subset_ds.data_vars) == {"corrected_reflectivity"} + assert subset_ds.dims["station"] == 2 + assert subset_ds.dims["time"] == ds.dims["time"] + assert subset_ds.dims["height"] == ds.dims["height"] + assert subset_ds["corrected_reflectivity"].attrs.get("missing_value", None) == -9999 + assert "sonde_u_wind" not in subset_ds.data_vars + assert "sonde_v_wind" not in subset_ds.data_vars + assert "sonde_tdry" not in subset_ds.data_vars + assert "sonde_rh" not in subset_ds.data_vars + + +def test_subset_points_with_sonde(): + test_data_path = arm_test_data.DATASETS.abspath + radclss_file = os.path.join( + test_data_path, "bnfcsapr2radclss.c2.20250619.000000.nc" + ) + sonde_files = sorted( + glob.glob(os.path.join(test_data_path, "*bnfsondewnpnM1.b1*cdf")) + ) + ds = xr.open_dataset(radclss_file) + input_site_dict = { + "M1": (34.34525, -87.33842, 293), + "S4": (34.46451, -87.23598, 197), + "S20": (34.65401, -87.29264, 178), + "S30": (34.38501, -86.92757, 183), + "S40": (34.17932, -87.45349, 236), + "S13": (34.343889, -87.350556, 286), + } + subset_ds = radclss.util.subset_points(ds, input_site_dict, sonde=sonde_files) + assert set(subset_ds["station"].values) == {"M1", "S30"} + assert set(subset_ds.data_vars) == { + "corrected_reflectivity", + "sonde_u_wind", + "sonde_v_wind", + "sonde_tdry", + "sonde_rh", + } + assert subset_ds.dims["station"] == 2 + assert subset_ds.dims["time"] == ds.dims["time"] + assert subset_ds.dims["height"] == ds.dims["height"] + assert subset_ds["corrected_reflectivity"].attrs.get("missing_value", None) == -9999 + assert "sonde_u_wind" in subset_ds.data_vars + assert "sonde_v_wind" in subset_ds.data_vars + assert "sonde_tdry" in subset_ds.data_vars + assert "sonde_rh" in subset_ds.data_vars + + +# def test_match_datasets_act(): From d66c6480d521d0266bf3eb02a62f00e33cdb6acd Mon Sep 17 00:00:00 2001 From: Robert Jackson Date: Fri, 6 Feb 2026 10:08:29 -0600 Subject: [PATCH 2/8] STY: Redo directory structure for automatic module discovery. --- src/radclss/__init__.py | 11 + src/radclss/config/__init__.py | 18 ++ src/radclss/config/default_config.py | 248 +++++++++++++++++++++ src/radclss/config/output_config.py | 185 ++++++++++++++++ src/radclss/core/__init__.py | 14 ++ src/radclss/core/radclss_core.py | 283 ++++++++++++++++++++++++ src/radclss/io/__init__.py | 1 + src/radclss/io/write.py | 46 ++++ src/radclss/util/__init__py | 1 + src/radclss/util/column_utils.py | 299 +++++++++++++++++++++++++ src/radclss/vis/__init__.py | 4 + src/radclss/vis/quicklooks.py | 313 +++++++++++++++++++++++++++ 12 files changed, 1423 insertions(+) create mode 100644 src/radclss/__init__.py create mode 100644 src/radclss/config/__init__.py create mode 100644 src/radclss/config/default_config.py create mode 100644 src/radclss/config/output_config.py create mode 100644 src/radclss/core/__init__.py create mode 100644 src/radclss/core/radclss_core.py create mode 100644 src/radclss/io/__init__.py create mode 100644 src/radclss/io/write.py create mode 100644 src/radclss/util/__init__py create mode 100644 src/radclss/util/column_utils.py create mode 100644 src/radclss/vis/__init__.py create mode 100644 src/radclss/vis/quicklooks.py diff --git a/src/radclss/__init__.py b/src/radclss/__init__.py new file mode 100644 index 0000000..f20cbd3 --- /dev/null +++ b/src/radclss/__init__.py @@ -0,0 +1,11 @@ +""" +==================================================== +RadCLss: Extracted Radar Columns and In-Situ Sensors +==================================================== +""" + +from . import config # noqa +from . import core # noqa +from . import util # noqa +from . import vis # noqa +from . import io # noqa diff --git a/src/radclss/config/__init__.py b/src/radclss/config/__init__.py new file mode 100644 index 0000000..11c26a8 --- /dev/null +++ b/src/radclss/config/__init__.py @@ -0,0 +1,18 @@ +from .default_config import DEFAULT_DISCARD_VAR, set_discarded_variables # noqa +from .output_config import ( + set_output_site, # noqa + set_output_facility, # noqa + set_output_platform, # noqa + set_output_level, # noqa +) # noqa +from .output_config import ( + set_output_gate_time_attrs, # noqa + set_output_time_offset_attrs, # noqa + get_output_config, # noqa +) # noqa +from .output_config import ( + set_output_alt_attrs, # noqa + set_output_lat_attrs, # noqa + set_output_lon_attrs, # noqa + set_output_station_attrs, # noqa +) # noqa diff --git a/src/radclss/config/default_config.py b/src/radclss/config/default_config.py new file mode 100644 index 0000000..1b7d79d --- /dev/null +++ b/src/radclss/config/default_config.py @@ -0,0 +1,248 @@ +""" +Default configuration file for RadCLss + +This file contains default parameters and variables used throughout RadCLss. + +""" + +# Define variables to drop from RadCLss from the respective datastreams +DEFAULT_DISCARD_VAR = { + "radar": [ + "classification_mask", + "uncorrected_copol_correlation_coeff", + "uncorrected_differential_phase", + "uncorrected_differential_reflectivity", + "uncorrected_differential_reflectivity_lag_1", + "uncorrected_mean_doppler_velocity_h", + "uncorrected_mean_doppler_velocity_v", + "uncorrected_reflectivity_h", + "uncorrected_reflectivity_v", + "uncorrected_spectral_width_h", + "uncorrected_spectral_width_v", + "clutter_masked_velocity", + "gate_id", + "ground_clutter", + "partial_beam_blockage", + "cumulative_beam_blockage", + "unfolded_differential_phase", + "path_integrated_attenuation", + "path_integrated_differential_attenuation", + "unthresholded_power_copolar_v", + "unthresholded_power_copolar_h", + "specific_differential_phase", + "specific_differential_attenuation", + "reflectivity_v", + "reflectivity", + "mean_doppler_velocity_v", + "mean_doppler_velocity", + "differential_reflectivity_lag_1", + "differential_reflectivity", + "differential_phase", + "normalized_coherent_power", + "normalized_coherent_power_v", + "signal_to_noise_ratio_copolar_h", + "signal_to_noise_ratio_copolar_v", + "specific_attenuation", + "spectral_width", + "spectral_width_v", + "sounding_temperature", + "signal_to_noise_ratio", + "velocity_texture", + "simulated_velocity", + "height_over_iso0", + ], + "met": [ + "base_time", + "time_offset", + "time_bounds", + "logger_volt", + "logger_temp", + "qc_logger_temp", + "lat", + "lon", + "alt", + "qc_temp_mean", + "qc_rh_mean", + "qc_vapor_pressure_mean", + "qc_wspd_arith_mean", + "qc_wspd_vec_mean", + "qc_wdir_vec_mean", + "qc_pwd_mean_vis_1min", + "qc_pwd_mean_vis_10min", + "qc_pwd_pw_code_inst", + "qc_pwd_pw_code_15min", + "qc_pwd_pw_code_1hr", + "qc_pwd_precip_rate_mean_1min", + "qc_pwd_cumul_rain", + "qc_pwd_cumul_snow", + "qc_org_precip_rate_mean", + "qc_tbrg_precip_total", + "qc_tbrg_precip_total_corr", + "qc_logger_volt", + "qc_logger_temp", + "qc_atmos_pressure", + "pwd_pw_code_inst", + "pwd_pw_code_15min", + "pwd_pw_code_1hr", + "temp_std", + "rh_std", + "vapor_pressure_std", + "wdir_vec_std", + "tbrg_precip_total", + "org_precip_rate_mean", + "pwd_mean_vis_1min", + "pwd_mean_vis_10min", + "pwd_precip_rate_mean_1min", + "pwd_cumul_rain", + "pwd_cumul_snow", + "pwd_err_code", + ], + "sonde": [ + "base_time", + "time_offset", + "lat", + "lon", + "qc_pres", + "qc_tdry", + "qc_dp", + "qc_wspd", + "qc_deg", + "qc_rh", + "qc_u_wind", + "qc_v_wind", + "qc_asc", + "wstat", + "asc", + ], + "pluvio": [ + "base_time", + "time_offset", + "load_cell_temp", + "heater_status", + "elec_unit_temp", + "supply_volts", + "orifice_temp", + "volt_min", + "ptemp", + "lat", + "lon", + "alt", + "maintenance_flag", + "reset_flag", + "qc_rh_mean", + "pluvio_status", + "bucket_rt", + "accum_total_nrt", + ], + "ldquants": [ + "specific_differential_attenuation_xband20c", + "specific_differential_attenuation_kaband20c", + "specific_differential_attenuation_sband20c", + "bringi_conv_stra_flag", + "exppsd_slope", + "norm_num_concen", + "num_concen", + "gammapsd_shape", + "gammapsd_slope", + "mean_doppler_vel_wband20c", + "mean_doppler_vel_kaband20c", + "mean_doppler_vel_xband20c", + "mean_doppler_vel_sband20c", + "specific_attenuation_kaband20c", + "specific_attenuation_xband20c", + "specific_attenuation_sband20c", + "specific_differential_phase_kaband20c", + "specific_differential_phase_xband20c", + "specific_differential_phase_sband20c", + "differential_reflectivity_kaband20c", + "differential_reflectivity_xband20c", + "differential_reflectivity_sband20c", + "reflectivity_factor_wband20c", + "reflectivity_factor_kaband20c", + "reflectivity_factor_xband20c", + "reflectivity_factor_sband20c", + "bringi_conv_stra_flag", + "time_offset", + "base_time", + "lat", + "lon", + "alt", + ], + "vdisquants": [ + "specific_differential_attenuation_xband20c", + "specific_differential_attenuation_kaband20c", + "specific_differential_attenuation_sband20c", + "bringi_conv_stra_flag", + "exppsd_slope", + "norm_num_concen", + "num_concen", + "gammapsd_shape", + "gammapsd_slope", + "mean_doppler_vel_wband20c", + "mean_doppler_vel_kaband20c", + "mean_doppler_vel_xband20c", + "mean_doppler_vel_sband20c", + "specific_attenuation_kaband20c", + "specific_attenuation_xband20c", + "specific_attenuation_sband20c", + "specific_differential_phase_kaband20c", + "specific_differential_phase_xband20c", + "specific_differential_phase_sband20c", + "differential_reflectivity_kaband20c", + "differential_reflectivity_xband20c", + "differential_reflectivity_sband20c", + "reflectivity_factor_wband20c", + "reflectivity_factor_kaband20c", + "reflectivity_factor_xband20c", + "reflectivity_factor_sband20c", + "bringi_conv_stra_flag", + "time_offset", + "base_time", + "lat", + "lon", + "alt", + ], + "wxt": [ + "base_time", + "time_offset", + "time_bounds", + "qc_temp_mean", + "temp_std", + "rh_mean", + "qc_rh_mean", + "rh_std", + "atmos_pressure", + "qc_atmos_pressure", + "wspd_arith_mean", + "qc_wspd_arith_mean", + "wspd_vec_mean", + "qc_wspd_vec_mean", + "wdir_vec_mean", + "qc_wdir_vec_mean", + "wdir_vec_std", + "qc_wxt_precip_rate_mean", + "qc_wxt_cumul_precip", + "logger_volt", + "qc_logger_volt", + "logger_temp", + "qc_logger_temp", + "lat", + "lon", + "alt", + ], +} + + +def set_discarded_variables(instrument, var_list): + """ + Set the variables to be discarded from a given instrument datastream. + + Parameters + ---------- + instrument : str + The instrument name (e.g., 'radar', 'met', 'sonde', etc.). + var_list : list + List of variable names to discard. + """ + global DEFAULT_DISCARD_VAR + DEFAULT_DISCARD_VAR[instrument] = var_list diff --git a/src/radclss/config/output_config.py b/src/radclss/config/output_config.py new file mode 100644 index 0000000..8f947ed --- /dev/null +++ b/src/radclss/config/output_config.py @@ -0,0 +1,185 @@ +OUTPUT_SITE = "BNF" +OUTPUT_FACILITY = "S2" +OUTPUT_PLATFORM = "csapr2radclss" +OUTPUT_LEVEL = "c2" +OUTPUT_GATE_TIME_ATTRS = { + "long_name": ( + "Time in Seconds that Cooresponds to the Start" + + " of each Individual Radar Volume Scan before" + + " Concatenation" + ), + "description": "Time in Seconds that Cooresponds to the Minimum Height Gate", +} +OUTPUT_TIME_OFFSET_ATTRS = dict( + long_name=("Time in Seconds Since Midnight"), + description=( + "Time in Seconds Since Midnight that Cooresponds" + + "to the Center of Each Height Gate" + + "Above the Target Location " + ), +) +OUTPUT_STATION_ATTRS = dict( + long_name="Bankhead National Forest AMF-3 In-Situ Ground Observation Station Identifers" +) +OUTPUT_LAT_ATTRS = dict( + long_name="Latitude of BNF AMF-3 Ground Observation Site", units="Degrees North" +) +OUTPUT_LON_ATTRS = dict( + long_name="Longitude of BNF AMF-3 Ground Observation Site", units="Degrees East" +) +OUTPUT_ALT_ATTRS = dict( + long_name="Altitude above mean sea level for each station", units="m" +) + + +def set_output_site(site): + """ + Set the output site for RadCLss files. + + Parameters + ---------- + site : str + The output site name. + """ + global OUTPUT_SITE + OUTPUT_SITE = site + + +def set_output_facility(facility): + """ + Set the output facility for RadCLss files. + + Parameters + ---------- + facility : str + The output facility name. + """ + global OUTPUT_FACILITY + OUTPUT_FACILITY = facility + + +def set_output_platform(platform): + """ + Set the output platform for RadCLss files. + + Parameters + ---------- + platform : str + The output platform name. + """ + global OUTPUT_PLATFORM + OUTPUT_PLATFORM = platform + + +def set_output_level(level): + """ + Set the output level for RadCLss files. + + Parameters + ---------- + level : str + The output level name. + """ + global OUTPUT_LEVEL + OUTPUT_LEVEL = level + + +def set_output_gate_time_attrs(attrs): + """ + Set the attributes for the gate_time variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for gate_time. + """ + global OUTPUT_GATE_TIME_ATTRS + OUTPUT_GATE_TIME_ATTRS = attrs + + +def set_output_time_offset_attrs(attrs): + """ + Set the attributes for the time_offset variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for time_offset. + """ + global OUTPUT_TIME_OFFSET_ATTRS + OUTPUT_TIME_OFFSET_ATTRS = attrs + + +def set_output_station_attrs(attrs): + """ + Set the attributes for the station variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for station. + """ + global OUTPUT_STATION_ATTRS + OUTPUT_STATION_ATTRS = attrs + + +def set_output_lat_attrs(attrs): + """ + Set the attributes for the lat variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for lat. + """ + global OUTPUT_LAT_ATTRS + OUTPUT_LAT_ATTRS = attrs + + +def set_output_lon_attrs(attrs): + """ + Set the attributes for the lon variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for lon. + """ + global OUTPUT_LON_ATTRS + OUTPUT_LON_ATTRS = attrs + + +def set_output_alt_attrs(attrs): + """ + Set the attributes for the alt variable. + + Parameters + ---------- + attrs : dict + Dictionary of attributes for alt. + """ + global OUTPUT_ALT_ATTRS + OUTPUT_ALT_ATTRS = attrs + + +def get_output_config(): + """ + Get the current output configuration as a dictionary. + + Returns + ------- + dict + Dictionary containing the current output configuration. + """ + return { + "site": OUTPUT_SITE, + "facility": OUTPUT_FACILITY, + "platform": OUTPUT_PLATFORM, + "level": OUTPUT_LEVEL, + "gate_time_attrs": OUTPUT_GATE_TIME_ATTRS, + "time_offset_attrs": OUTPUT_TIME_OFFSET_ATTRS, + "station_attrs": OUTPUT_STATION_ATTRS, + "lat_attrs": OUTPUT_LAT_ATTRS, + "lon_attrs": OUTPUT_LON_ATTRS, + "alt_attrs": OUTPUT_ALT_ATTRS, + } diff --git a/src/radclss/core/__init__.py b/src/radclss/core/__init__.py new file mode 100644 index 0000000..97ca9b9 --- /dev/null +++ b/src/radclss/core/__init__.py @@ -0,0 +1,14 @@ +""" +============================= + radclss.core package +============================= + +This package contains the core functions for RadCLss. + +... autosummary:: + :toctree: generated/ + + radclss_core +""" + +from .radclss_core import radclss # noqa: F401 diff --git a/src/radclss/core/radclss_core.py b/src/radclss/core/radclss_core.py new file mode 100644 index 0000000..04c428e --- /dev/null +++ b/src/radclss/core/radclss_core.py @@ -0,0 +1,283 @@ +import logging +import time +import xarray as xr +import act +import numpy as np + +from ..util.column_utils import subset_points, match_datasets_act +from ..config.default_config import DEFAULT_DISCARD_VAR +from ..config.output_config import get_output_config +from dask.distributed import Client, as_completed + + +def radclss( + volumes, + input_site_dict, + serial=True, + dod_version="", + discard_var={}, + verbose=False, + base_station="M1", + current_client=None, +): + """ + Extracted Radar Columns and In-Situ Sensors + + Utilizing Py-ART and ACT, extract radar columns above various sites and + collocate with in-situ ground based sensors. + + Within this verison of RadCLss, supported sensors are: + - Pluvio Weighing Bucket Rain Gauge (pluvio) + - Surface Meteorological Sensors (met) + - Laser Disdrometer (mutliple sites) (ld/vdisquants) + - Radiosonde (sondewnpn) + - Ceilometer (ceil) + + Parameters + ---------- + volumes : Dictionary + Dictionary contianing files for each of the instruments, including + all CMAC processed radar files per day. Each key is formatted as follows: + 'date': 'YYYYMMDD' + 'instrument_site': file/list of files + where instrument is one of the supported instruments (radar, met, sonde, + pluvio, ld, vd, wxt) and site is the site name (e.g., M1, SGP, TWP, etc). + input_site_dict : Dictionary + Dictionary containing site information for each site being processed. + Each key is the site name (e.g., M1, SGP, TWP, etc) and the value is a 3-tuple + containing (latitude, longitude, altitude in meters). + serial : Boolean, Default = False + Option to denote serial processing; used to start dask cluster for + subsetting columns in parallel. + dod_version : str, Default = '' + Option to supply a Data Object Description version to verify standards. + If this is an empty string, then the latest version will be used. + discard_var : Dictionary, Default = {} + Dictionary containing variables to drop from each datastream. + verbose : Boolean, Default = False + Option to print additional information during processing. + base_station : str, Default = "M1" + The base station name to use for time variables. + current_client : Dask Client, Default = None + Option to supply an existing Dask client for parallel processing. + Set to None to use the current active client. + + Returns + ------- + ds : Xarray Dataset + Daily time-series of extracted columns saved into ARM formatted netCDF files. + """ + + if discard_var == {}: + discard_var = DEFAULT_DISCARD_VAR + if verbose: + print(volumes["date"] + " start subset-points: ", time.strftime("%H:%M:%S")) + + # Call Subset Points + columns = [] + if not serial: + if current_client is None: + try: + current_client = Client.current() + except ValueError: + raise RuntimeError( + "No Dask client found. Please start a Dask client before running in parallel mode." + ) + results = current_client.map( + subset_points, + volumes["radar"], + sonde=volumes["sonde"], + input_site_dict=input_site_dict, + ) + for done_work in as_completed(results, with_results=False): + try: + columns.append(done_work.result()) + except Exception as error: + logging.log.exception(error) + else: + for rad in volumes["radar"]: + if verbose: + print(f"Processing file: {rad}") + columns.append( + subset_points( + rad, sonde=volumes["sonde"], input_site_dict=input_site_dict + ) + ) + if verbose: + print("Processed file: ", rad) + print("Current number of successful columns: ", len(columns)) + print("Last processed file results: ") + print(columns[-1]) + + # Assemble individual columns into single DataSet + # try: + # Concatenate all extracted columns across time dimension to form daily timeseries + output_config = get_output_config() + output_platform = output_config["platform"] + output_level = output_config["level"] + ds_concat = xr.concat([data for data in columns if data], dim="time") + if verbose: + print("Grabbing DOD for platform/level: ", f"{output_platform}.{output_level}") + ds = act.io.create_ds_from_arm_dod( + f"{output_platform}.{output_level}", + { + "time": ds_concat.sizes["time"], + "height": ds_concat.sizes["height"], + "station": ds_concat.sizes["station"], + }, + version=dod_version, + ) + + ds["time"] = ds_concat.sel(station=base_station).base_time + ds["time_offset"] = ds_concat.sel(station=base_station).base_time + ds["base_time"] = ds_concat.sel(station=base_station).isel(time=0).base_time + ds["station"] = ds_concat["station"] + ds["height"] = ds_concat["height"] + ds["lat"][:] = ds_concat.isel(time=0)["lat"][:] + ds["lon"][:] = ds_concat.isel(time=0)["lon"][:] + ds["alt"][:] = ds_concat.isel(time=0)["alt"][:] + + for var in ds_concat.data_vars: + if var not in ["time", "time_offset", "base_time", "lat", "lon", "alt"]: + if var in ds.data_vars: + if verbose: + print(f"Adding variable to output dataset: {var}") + print( + f"Original dtype: {ds[var].dtype}, New dtype: {ds_concat[var].dtype}" + ) + old_type = ds[var].dtype + + # Assign data and convert to original dtype + ds[var][:] = ds_concat[var][:] + ds[var] = ds[var].astype(old_type) + if "_FillValue" in ds[var].attrs: + if isinstance(ds[var].attrs["_FillValue"], str): + if ds[var].dtype == "float32": + ds[var].attrs["_FillValue"] = np.float32( + ds[var].attrs["_FillValue"] + ) + elif ds[var].dtype == "float64": + ds[var].attrs["_FillValue"] = np.float64( + ds[var].attrs["_FillValue"] + ) + elif ds[var].dtype == "int32": + ds[var].attrs["_FillValue"] = np.int32( + ds[var].attrs["_FillValue"] + ) + elif ds[var].dtype == "int64": + ds[var].attrs["_FillValue"] = np.int64( + ds[var].attrs["_FillValue"] + ) + ds[var] = ds[var].fillna(ds[var].attrs["_FillValue"]).astype(float) + if "missing_value" in ds[var].attrs: + if isinstance(ds[var].attrs["missing_value"], str): + if ds[var].dtype == "float32": + ds[var].attrs["missing_value"] = np.float32( + ds[var].attrs["missing_value"] + ) + elif ds[var].dtype == "float64": + ds[var].attrs["missing_value"] = np.float64( + ds[var].attrs["missing_value"] + ) + elif ds[var].dtype == "int32": + ds[var].attrs["missing_value"] = np.int32( + ds[var].attrs["missing_value"] + ) + elif ds[var].dtype == "int64": + ds[var].attrs["missing_value"] = np.int64( + ds[var].attrs["missing_value"] + ) + ds[var] = ( + ds[var].fillna(ds[var].attrs["missing_value"]).astype(float) + ) + + # Remove all the unused CMAC variables + # Drop duplicate latitude and longitude + del ds_concat + + # Free up Memory + del columns + + # If successful column extraction, apply in-situ + if ds: + # Depending on how Dask is behaving, may be to resort time + ds = ds.sortby("time") + if verbose: + print( + volumes["date"] + " finish subset-points: ", time.strftime("%H:%M:%S") + ) + # Find all of the met stations and match to columns + vol_keys = list(volumes.keys()) + for k in vol_keys: + if len(volumes[k]) == 0: + if verbose: + print(f"No files found for instrument/site: {k}") + continue + if "_" in k: + instrument, site = k.split("_", 1) + else: + instrument = k + site = base_station + if instrument == "met": + if verbose: + print(f"Matching MET data for site: {site}") + ds = match_datasets_act( + ds, + volumes[k][0], + site.upper(), + resample="mean", + discard=discard_var["met"], + verbose=verbose, + ) + + if instrument == "pluvio": + # Weighing Bucket Rain Gauge + ds = match_datasets_act( + ds, + volumes[k], + site.upper(), + discard=discard_var["pluvio"], + verbose=verbose, + ) + + if instrument == "ld": + ds = match_datasets_act( + ds, + volumes[k], + site.upper(), + discard=discard_var["ldquants"], + resample="mean", + prefix="ldquants_", + verbose=verbose, + ) + + if instrument == "vd": + # Laser Disdrometer - Supplemental Site + ds = match_datasets_act( + ds, + volumes[k], + site.upper(), + discard=discard_var["vdisquants"], + resample="mean", + prefix="vdisquants_", + verbose=verbose, + ) + + if instrument == "wxt": + # Laser Disdrometer - Supplemental Site + ds = match_datasets_act( + ds, + volumes[k], + site.upper(), + discard=discard_var["wxt"], + resample="mean", + verbose=verbose, + ) + + else: + # There is no column extraction + raise RuntimeError(": RadCLss FAILURE (All Columns Failed to Extract): ") + del ds["base_time"].attrs["units"] + del ds["time_offset"].attrs["units"] + del ds["time"].attrs["units"] + return ds diff --git a/src/radclss/io/__init__.py b/src/radclss/io/__init__.py new file mode 100644 index 0000000..fbf366f --- /dev/null +++ b/src/radclss/io/__init__.py @@ -0,0 +1 @@ +from .write import write_radclss_output # noqa diff --git a/src/radclss/io/write.py b/src/radclss/io/write.py new file mode 100644 index 0000000..f39e294 --- /dev/null +++ b/src/radclss/io/write.py @@ -0,0 +1,46 @@ +import json +import urllib.request + + +def write_radclss_output(ds, output_filename, process, version=None): + """Write the RadCLSS output dataset to a NetCDF file. + + Parameters + ---------- + ds : xarray.Dataset + The RadCLSS output dataset. + output_filename : str + The path to the output NetCDF file. + process : str + The process name (i.e. radclss) + version : str + The version of the process used. Set to None to use the latest version. + """ + # Write the dataset to a NetCDF file + base_url = "https://pcm.arm.gov/pcm/api/dods/" + + # Get data from DOD api + with urllib.request.urlopen(base_url + process) as url: + data = json.loads(url.read().decode()) + keys = list(data["versions"].keys()) + + version = keys[-1] + variables = data["versions"][version]["vars"] + encoding = {} + for v in variables: + type_str = v["type"] + if v["name"] in ds.variables: + if type_str == "float": + encoding[v["name"]] = {"dtype": "float32"} + elif type_str == "double": + encoding[v["name"]] = {"dtype": "float64"} + elif type_str == "short": + encoding[v["name"]] = {"dtype": "int16"} + elif type_str == "int": + encoding[v["name"]] = {"dtype": "int32"} + elif type_str == "char": + encoding[v["name"]] = {"dtype": "S1"} + elif type_str == "byte": + encoding[v["name"]] = {"dtype": "int8"} + + ds.to_netcdf(output_filename, format="NETCDF4_CLASSIC", encoding=encoding) diff --git a/src/radclss/util/__init__py b/src/radclss/util/__init__py new file mode 100644 index 0000000..213cba3 --- /dev/null +++ b/src/radclss/util/__init__py @@ -0,0 +1 @@ +from .column_utils import subset_points, match_datasets_act # noqa diff --git a/src/radclss/util/column_utils.py b/src/radclss/util/column_utils.py new file mode 100644 index 0000000..6d9b2c5 --- /dev/null +++ b/src/radclss/util/column_utils.py @@ -0,0 +1,299 @@ +import pyart +import act +import numpy as np +import xarray as xr +import datetime + +from ..config import DEFAULT_DISCARD_VAR +from ..config import get_output_config + + +def subset_points( + nfile, input_site_dict, sonde=None, height_bins=np.arange(500, 8500, 250), **kwargs +): + """ + Subset a radar file for a set of latitudes and longitudes + utilizing Py-ART's column-vertical-profile functionality. + + Parameters + ---------- + file : str + Path to the radar file to extract columns from + input_site_dict : dict + Dictionary containing the site names as keys and their + lat/lon coordinates as values in a list format: + {'site1': [lat1, lon1, alt1], + 'site2': [lat2, lon2, alt2], + ...} + sonde : list, optional + List of radiosonde file paths to be merged into the radar + prior to column extraction. The nearest sonde file to the + radar start time will be used. Default is None. + height_bins : numpy array, optional + Numpy array containing the desired height bins to interpolate + the extracted radar columns to. Default is np.arange(500, 8500, 250). + **kwargs : dict + Additional keyword arguments. + + Returns + ------- + ds : xarray DataSet + Xarray Dataset containing the radar column above a give set of locations + + """ + ds = None + + # Define the splash locations [lon,lat] + + lats = list([x[0] for x in input_site_dict.values()]) + lons = list([x[1] for x in input_site_dict.values()]) + site_alt = list([x[2] for x in input_site_dict.values()]) + + sites = list(input_site_dict.keys()) + + radar = pyart.io.read(nfile, exclude_fields=DEFAULT_DISCARD_VAR["radar"]) + # Check for single sweep scans + if np.ma.is_masked(radar.sweep_start_ray_index["data"][1:]): + radar.sweep_start_ray_index["data"] = np.ma.array([0]) + radar.sweep_end_ray_index["data"] = np.ma.array([radar.nrays]) + + if radar: + if radar.time["data"].size > 0: + # Easier to map the nearest sonde file to radar gates before extraction + if sonde is not None: + # variables to discard when reading in the sonde file + exclude_sonde = DEFAULT_DISCARD_VAR["sonde"] + + # find the nearest sonde file to the radar start time + radar_start = datetime.datetime.strptime( + nfile.split("/")[-1].split(".")[-3] + + "." + + nfile.split("/")[-1].split(".")[-2], + "%Y%m%d.%H%M%S", + ) + sonde_start = [ + datetime.datetime.strptime( + xfile.split("/")[-1].split(".")[2] + + "-" + + xfile.split("/")[-1].split(".")[3], + "%Y%m%d-%H%M%S", + ) + for xfile in sonde + ] + # difference in time between radar file and each sonde file + start_diff = [radar_start - sonde for sonde in sonde_start] + + # merge the sonde file into the radar object + ds_sonde = act.io.read_arm_netcdf( + sonde[start_diff.index(min(start_diff))], + cleanup_qc=True, + drop_variables=exclude_sonde, + ) + + # create list of variables within sonde dataset to add to the radar file + for var in list(ds_sonde.keys()): + if var != "alt": + z_dict, sonde_dict = pyart.retrieve.map_profile_to_gates( + ds_sonde.variables[var], ds_sonde.variables["alt"], radar + ) + # add the field to the radar file + radar.add_field_like( + "corrected_reflectivity", + "sonde_" + var, + sonde_dict["data"], + replace_existing=True, + ) + radar.fields["sonde_" + var]["units"] = sonde_dict["units"] + radar.fields["sonde_" + var]["long_name"] = sonde_dict["long_name"] + radar.fields["sonde_" + var]["standard_name"] = sonde_dict[ + "standard_name" + ] + radar.fields["sonde_" + var]["datastream"] = ds_sonde.datastream + + del radar_start, sonde_start, ds_sonde + del z_dict, sonde_dict + + column_list = [] + for lat, lon in zip(lats, lons): + # Make sure we are interpolating from the radar's location above sea level + # NOTE: interpolating throughout Troposphere to match sonde to in the future + + da = pyart.util.columnsect.column_vertical_profile(radar, lat, lon) + # check for valid heights + valid = np.isfinite(da["height"]) + n_valid = int(valid.sum()) + if n_valid > 0: + da = ( + da.sel(height=valid).sortby("height").interp(height=height_bins) + ) + else: + target_height = xr.DataArray( + height_bins, dims="height", name="height" + ) + da = da.reindex(height=target_height) + + # Add the latitude and longitude of the extracted column + da["lat"], da["lon"] = lat, lon + # Convert timeoffsets to timedelta object and precision on datetime64 + da.time_offset.data = da.time_offset.values.astype("timedelta64[s]") + da.base_time.data = da.base_time.values.astype("datetime64[s]") + # Time is based off the start of the radar volume + da["gate_time"] = ( + da.base_time.values + da.isel(height=0).time_offset.values + ) + column_list.append(da) + + # Concatenate the extracted radar columns for this scan across all sites + ds = xr.concat([data for data in column_list if data], dim="station") + ds["station"] = sites + # Assign the Main and Supplemental Site altitudes + ds = ds.assign(alt=("station", site_alt)) + # Add attributes for Time, Latitude, Longitude, and Sites + output_config = get_output_config() + + ds.gate_time.attrs.update(output_config["gate_time_attrs"]) + ds.time_offset.attrs.update(output_config["time_offset_attrs"]) + ds.station.attrs.update(output_config["station_attrs"]) + ds.lat.attrs.update(output_config["lat_attrs"]) + ds.lon.attrs.update(output_config["lon_attrs"]) + ds.alt.attrs.update(output_config["alt_attrs"]) + + # delete the radar to free up memory + del radar, column_list, da + else: + # delete the rhi file + del radar + return ds + + +def match_datasets_act( + column, + ground, + site, + discard, + resample="sum", + DataSet=False, + prefix=None, + verbose=False, +): + """ + Time synchronization of a Ground Instrumentation Dataset to + a Radar Column for Specific Locations using the ARM ACT package + + Parameters + ---------- + column : Xarray DataSet + Xarray DataSet containing the extracted radar column above multiple locations. + Dimensions should include Time, Height, Site + + ground : str; Xarray DataSet + String containing the path of the ground instrumentation file that is desired + to be included within the extracted radar column dataset. + If DataSet is set to True, ground is Xarray Dataset and will skip I/O. + + site : str + Location of the ground instrument. Should be included within the filename. + + discard : list + List containing the desired input ground instrumentation variables to be + removed from the xarray DataSet. + + resample : str + Mathematical operational for resampling ground instrumentation to the radar time. + Default is to sum the data across the resampling period. Checks for 'mean' or + to 'skip' altogether. + + DataSet : boolean + Boolean flag to determine if ground input is an Xarray Dataset. + Set to True if ground input is Xarray DataSet. + + prefix : str + prefix for the desired spelling of variable names for the input + datastream (to fix duplicate variable names between instruments) + + verbose : boolean + Boolean flag to set verbose output during processing. Default is False. + + Returns + ------- + ds : Xarray DataSet + Xarray Dataset containing the time-synced in-situ ground observations with + the inputed radar column + """ + # Check to see if input is xarray DataSet or a file path + if DataSet: + grd_ds = ground + else: + # Read in the file using ACT + grd_ds = act.io.read_arm_netcdf(ground, cleanup_qc=True, drop_variables=discard) + # Default are Lazy Arrays; convert for matching with column + grd_ds = grd_ds.compute() + # check if a list containing new variable names exists. + if prefix: + grd_ds = grd_ds.rename_vars({v: f"{prefix}{v}" for v in grd_ds.data_vars}) + + # Remove Base_Time before Resampling Data since you can't force 1 datapoint to 5 min sum + if "base_time" in grd_ds.data_vars: + del grd_ds["base_time"] + + # Check to see if height is a dimension within the ground instrumentation. + # If so, first interpolate heights to match radar, before interpolating time. + if "height" in grd_ds.dims: + grd_ds = grd_ds.interp(height=np.arange(3150, 10050, 50), method="linear") + + # Resample the ground data to 5 min and interpolate to the CSU X-Band time. + # Keep data variable attributes to help distingish between instruments/locations + if resample.split("=")[-1] == "mean": + matched = ( + grd_ds.resample(time="5Min", closed="right") + .mean(keep_attrs=True) + .interp(time=column.time, method="linear") + ) + elif resample.split("=")[-1] == "skip": + matched = grd_ds.interp(time=column.time, method="linear") + else: + matched = ( + grd_ds.resample(time="5Min", closed="right") + .sum(keep_attrs=True) + .interp(time=column.time, method="linear") + ) + + # Add SAIL site location as a dimension for the Pluvio data + matched = matched.assign_coords(coords=dict(station=site)) + matched = matched.expand_dims("station") + + # Remove Lat/Lon Data variables as it is included within the Matched Dataset with Site Identfiers + if "lat" in matched.data_vars: + del matched["lat"] + if "lon" in matched.data_vars: + del matched["lon"] + if "alt" in matched.data_vars: + del matched["alt"] + + # Update the individual Variables to Hold Global Attributes + # global attributes will be lost on merging into the matched dataset. + # Need to keep as many references and descriptors as possible + for var in matched.data_vars: + matched[var].attrs.update(source=matched.datastream) + + # Merge the two DataSets + for k in matched.data_vars: + if k in column.data_vars: + column[k].sel(station=site)[:] = matched.sel(station=site)[k][:].astype( + column[k].dtype + ) + if "_FillValue" in column[k].attrs: + if isinstance(column[k].attrs["_FillValue"], str): + column[k].attrs["_FillValue"] = float(column[k].attrs["_FillValue"]) + column[k] = ( + column[k].fillna(column[k].attrs["_FillValue"]).astype(float) + ) + if "missing_value" in column[k].attrs: + if isinstance(column[k].attrs["missing_value"], str): + column[k].attrs["missing_value"] = float( + column[k].attrs["missing_value"] + ) + column[k] = ( + column[k].fillna(column[k].attrs["missing_value"]).astype(float) + ) + return column diff --git a/src/radclss/vis/__init__.py b/src/radclss/vis/__init__.py new file mode 100644 index 0000000..94b1b72 --- /dev/null +++ b/src/radclss/vis/__init__.py @@ -0,0 +1,4 @@ +from .quicklooks import ( + create_radclss_columns, # noqa + create_radclss_rainfall_timeseries, # noqa +) # noqa diff --git a/src/radclss/vis/quicklooks.py b/src/radclss/vis/quicklooks.py new file mode 100644 index 0000000..78f36a0 --- /dev/null +++ b/src/radclss/vis/quicklooks.py @@ -0,0 +1,313 @@ +import act +import sys +import datetime +import numpy as np +import xarray as xr +import matplotlib.pyplot as plt + +from datetime import timedelta +from mpl_toolkits.axes_grid1 import make_axes_locatable + + +def create_radclss_columns( + radclss, + field="corrected_reflectivity", + vmin=-5, + vmax=65, + stations=None, + **kwargs, +): + """ + With the RadCLss product, generate a figure of all extracted columns + + Input + ----- + radclss : str or xarray dataset + Filepath to the RadCLss file or xarray dataset with the columns. + field : str + Specific CMAC field to display extracted column of + vmin : int + Minimum value to display between all subplots for the specific radar + parameter + vmax : int + Maximum value to display between all subplots for the specific radar + parameter + stations : list of str + List of station identifiers to plot. If None, defaults to + all of them. + + Output + ------ + fig: matplotlib figure + Figure containing the extracted columns. + axarr : matplotlib axes array + Array of matplotlib axes containing the extracted columns. + + """ + + if "cmap" not in kwargs: + kwargs["cmap"] = "ChaseSpectral" + + if stations == []: + raise ValueError( + "\nERROR - (create_radclss_columns):" + + " \n\tStations list is empty. Please provide at least one station.\n" + ) + # read the RadCLss file + if isinstance(radclss, str): + try: + ds = xr.open_dataset(radclss, decode_timedelta=False) + except Exception as e: + exc_type, exc_obj, exc_tb = sys.exc_info() + # 'e' will contain the error object + print( + "\nERROR - (create_radclss_timeseries):" + + f" \n\tOccured When Reading in RadCLss File: \n\t{e}" + ) + print(f"\tError type: {type(e)}") + print("\tLine Number: ", exc_tb.tb_lineno) + print("\tFile Name: ", exc_tb.tb_frame.f_code.co_filename) + print("\n") + return + elif isinstance(radclss, xr.Dataset): + ds = radclss + else: + raise TypeError( + "\nERROR - (create_radclss_timeseries):" + + " \n\tRadCLss Input is Not a String or xarray Dataset\n" + ) + # Create the figure + stations = ds["station"].data if stations is None else stations + nrows = int(np.ceil(len(stations) / 2)) + ncols = 2 + height = 5 * nrows + width = 14 + fig, axarr = plt.subplots(nrows, ncols, figsize=(width, height)) + plt.subplots_adjust(hspace=0.8) + + # Define the time of the radar file we are plotting against + radar_time = datetime.datetime.strptime( + np.datetime_as_string(ds["time"].data[0], unit="s"), "%Y-%m-%dT%H:%M:%S" + ) + final_time = radar_time + timedelta(days=1) + for i, station in enumerate(stations): + row = i // 2 + col = i % 2 + if len(axarr.shape) == 1: + axarr = np.expand_dims(axarr, axis=0) + ds[field].sel(station=station).sel( + time=slice( + radar_time.strftime("%Y-%m-%dT00:00:00"), + final_time.strftime("%Y-%m-%dT00:00:00"), + ) + ).plot(y="height", ax=axarr[row, col], vmin=vmin, vmax=vmax, **kwargs) + + return fig, axarr + + +def create_radclss_rainfall_timeseries( + radclss, + field="corrected_reflectivity", + vmin=-5, + vmax=65, + cmap="ChaseSpectral", + rr_min=0, + rr_max=250, + cum_min=0, + cum_max=500, + dis_site="M1", + rheight=750, + title_flag=True, + figure_dpi=300, +): + """ + With the RadCLss product, generate a timeseries of radar reflectivity + factor, particle size distribution and cumuluative precipitaiton + for the ARM SAIL M1 Site. + + This timeseries quick is to serve as a means for evaluating the RadCLss + product. + + Input + ----- + radclss : str + Filepath to the RadCLss file. + field : str + Specific CMAC field to display extracted column of + vmin : int + Minimum value to display between all subplots for the specific radar + parameter + vmax : int + Maximum value to display between all subplots for the specific radar + parameter + cmap : str + Colormap to use for the radar field. + rr_min: float + Minimum value for the precipitation rate axis. + rr_max: float + Maximum value for the precipitation rate axis. + cum_min: float + Minimum value for the cumulative precipitation axis. + cum_max: float + Maximum value for the cumulative precipitation axis. + dis_site : str + Identifer of the supported location for lat/lon slices + height : int + Column height to compare against in-situ sensors for precipitation + accumulation. + title_flag : bool + Flag to add the title to the figure. + figure_dpi : int + DPI to set for the figure. + + Output + ------ + timeseries : png + Saved image of the RadCLss timeseris + """ + # Create the figure + fig = plt.figure(figsize=(14, 10)) + plt.subplots_adjust(wspace=0.05) + + # read the RadCLss file + try: + if isinstance(radclss, str): + ds = xr.open_dataset(radclss, decode_timedelta=False) + elif isinstance(radclss, xr.Dataset): + ds = radclss + except Exception as e: + exc_type, exc_obj, exc_tb = sys.exc_info() + # 'e' will contain the error object + print( + "\nERROR - (create_radclss_timeseries):" + + f" \n\tOccured When Reading in RadCLss File: \n\t{e}" + ) + print(f"\tError type: {type(e)}") + print("\tLine Number: ", exc_tb.tb_lineno) + print("\tFile Name: ", exc_tb.tb_frame.f_code.co_filename) + print("\n") + return + + # Define the time of the radar file we are plotting against + radar_time = datetime.datetime.strptime( + np.datetime_as_string(ds["time"].data[0], unit="s"), "%Y-%m-%dT%H:%M:%S" + ) + final_time = radar_time + timedelta(days=1) + + # ----------------------------------------------- + # Side Plot A - Display the RadClss Radar Field + # ----------------------------------------------- + # Top right hand subplot - Radar TimeSeries + ax2 = fig.add_subplot(311) + + ds[field].sel(station=dis_site).plot( + x="time", ax=ax2, cmap=cmap, vmin=vmin, vmax=vmax + ) + + ax2.set_title( + "Extracted Radar Columns and In-Situ Sensors (RadCLss), BNF Site: " + dis_site + ) + ax2.set_ylabel("Height [m]") + ax2.set_xlabel("Time [UTC]") + + # -------------------------------------- + # Side Plot B - Display the Rain Rates + # -------------------------------------- + # Top right hand subplot - Radar TimeSeries + ax3 = fig.add_subplot(312) + + # CMAC derived rain rate + ds["rain_rate_A"].sel(station=dis_site).sel(height=rheight, method="nearest").plot( + x="time", ax=ax3, label="CMAC" + ) + + # Pluvio2 Weighing Bucket Rain Gauge + ds["intensity_rtnrt"].sel(station=dis_site).plot(x="time", ax=ax3, label="PLUVIO2") + + # LDQUANTS derived rain rate + ds["ldquants_rain_rate"].sel(station=dis_site).plot( + x="time", ax=ax3, label="LDQUANTS" + ) + + ax3.set_title(" ") + ax3.set_ylabel("Precipitation Rate \n[mm/hr]") + ax3.set_xlabel("Time [UTC]") + ax3.set_xlim( + [ + radar_time.strftime("%Y-%m-%dT00:00:00"), + final_time.strftime("%Y-%m-%dT00:00:00"), + ] + ) + ax3.legend(loc="upper right") + ax3.grid(True) + ax3.set_ylim(rr_min, rr_max) + # Add a blank space next to the subplot to shape it as the above plot + divider = make_axes_locatable(ax3) + cax = divider.append_axes("right", size="3%", pad=1.9) + cax.set_visible(False) + + # ------------------------------------------ + # Side Plot C - Precipitation Accumulation + # ------------------------------------------ + ax4 = fig.add_subplot(313) + + # CMAC Accumulated Rain Rates + radar_accum = act.utils.accumulate_precip( + ds.sel(station=dis_site).sel(height=rheight, method="nearest"), "rain_rate_A" + ).compute() + # CMAC Accumulated Rain Rates + radar_accum["rain_rate_A_accumulated"].plot(x="time", ax=ax4, label="CMAC") + + # PLUVIO2 Accumulation + if dis_site == "M1": + gauge_precip_accum = act.utils.accumulate_precip( + ds.sel(station=dis_site), "intensity_rtnrt" + ).intensity_rtnrt_accumulated.compute() + gauge_precip_accum.plot(x="time", ax=ax4, label="PLUVIO2") + + # LDQUANTS Accumulation + if dis_site == "M1" or dis_site == "S30": + ld_precip_accum = act.utils.accumulate_precip( + ds.sel(station=dis_site), "ldquants_rain_rate" + ).ldquants_rain_rate_accumulated.compute() + ld_precip_accum.plot(x="time", ax=ax4, label="LDQUANTS") + + ax4.set_title(" ") + ax4.set_ylabel("Accumulated Precipitation \n[mm]") + ax4.set_xlabel("Time [UTC]") + ax4.legend(loc="upper left") + ax4.grid(True) + ax4.set_xlim( + [ + radar_time.strftime("%Y-%m-%dT00:00:00"), + final_time.strftime("%Y-%m-%dT00:00:00"), + ] + ) + ax4.set_ylim(cum_min, cum_max) + # Add a blank space next to the subplot to shape it as the above plot + divider = make_axes_locatable(ax4) + cax = divider.append_axes("right", size="3%", pad=1.9) + cax.set_visible(False) + + # Set the DPI to a higher value (e.g., 300) + plt.rcParams["figure.dpi"] = figure_dpi + plt.rcParams["savefig.dpi"] = figure_dpi + + # Add the title + if title_flag is True: + plt.suptitle( + "BNF Extracted Radar Columns and In-Situ Sensors (RadCLss) \n" + + radar_time.strftime("%Y-%m-%d") + ) + + # Clean up this function + ax = np.array([ax2, ax3, ax4]) + del radar_accum + if dis_site == "M1" or dis_site == "S30": + del ld_precip_accum + if dis_site == "M1": + del gauge_precip_accum + if isinstance(radclss, str): + ds.close() + + return fig, ax From 9c8a0084a69dbadaadc995a0cc009315fcef9f06 Mon Sep 17 00:00:00 2001 From: Robert Jackson Date: Fri, 6 Feb 2026 12:23:33 -0600 Subject: [PATCH 3/8] ADD: Column utilitiy tests and reorg of radclss directory --- pyproject.toml | 3 +- radclss/__init__.py | 11 -- radclss/config/__init__.py | 18 -- radclss/config/default_config.py | 181 ------------------ radclss/config/output_config.py | 185 ------------------ radclss/core/__init__.py | 13 -- radclss/core/radclss_core.py | 283 ---------------------------- radclss/io/__init__.py | 1 - radclss/io/write.py | 46 ----- radclss/util/__init__py | 1 - radclss/util/column_utils.py | 299 ----------------------------- radclss/vis/__init__.py | 4 - radclss/vis/quicklooks.py | 313 ------------------------------- src/__init__.py | 11 -- src/config/__init__.py | 18 -- src/config/default_config.py | 248 ------------------------ src/config/output_config.py | 185 ------------------ src/core/__init__.py | 14 -- src/core/radclss_core.py | 283 ---------------------------- src/io/__init__.py | 1 - src/io/write.py | 46 ----- src/radclss/core/__init__.py | 2 + src/radclss/io/__init__.py | 2 + src/radclss/util/__init__.py | 4 + src/radclss/util/__init__py | 1 - src/radclss/util/column_utils.py | 29 ++- src/radclss/vis/__init__.py | 5 + src/util/__init__py | 1 - src/util/column_utils.py | 299 ----------------------------- src/vis/__init__.py | 4 - src/vis/quicklooks.py | 313 ------------------------------- tests/test_radclss.py | 126 +++++++++---- 32 files changed, 120 insertions(+), 2830 deletions(-) delete mode 100644 radclss/__init__.py delete mode 100644 radclss/config/__init__.py delete mode 100644 radclss/config/default_config.py delete mode 100644 radclss/config/output_config.py delete mode 100644 radclss/core/__init__.py delete mode 100644 radclss/core/radclss_core.py delete mode 100644 radclss/io/__init__.py delete mode 100644 radclss/io/write.py delete mode 100644 radclss/util/__init__py delete mode 100644 radclss/util/column_utils.py delete mode 100644 radclss/vis/__init__.py delete mode 100644 radclss/vis/quicklooks.py delete mode 100644 src/__init__.py delete mode 100644 src/config/__init__.py delete mode 100644 src/config/default_config.py delete mode 100644 src/config/output_config.py delete mode 100644 src/core/__init__.py delete mode 100644 src/core/radclss_core.py delete mode 100644 src/io/__init__.py delete mode 100644 src/io/write.py create mode 100644 src/radclss/util/__init__.py delete mode 100644 src/radclss/util/__init__py delete mode 100644 src/util/__init__py delete mode 100644 src/util/column_utils.py delete mode 100644 src/vis/__init__.py delete mode 100644 src/vis/quicklooks.py diff --git a/pyproject.toml b/pyproject.toml index 395b434..d6d60e2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,10 +1,11 @@ [build-system] requires = ["setuptools>=61", "wheel"] build-backend = "setuptools.build_meta" +package-dir = {"" = "src"} [project] name = "radclss" -version = "2026.1.30" +version = "2026.2.6" description = "Extracted Radar Columns and In Situ Sensors" readme = "README.md" requires-python = ">=3.9" diff --git a/radclss/__init__.py b/radclss/__init__.py deleted file mode 100644 index f20cbd3..0000000 --- a/radclss/__init__.py +++ /dev/null @@ -1,11 +0,0 @@ -""" -==================================================== -RadCLss: Extracted Radar Columns and In-Situ Sensors -==================================================== -""" - -from . import config # noqa -from . import core # noqa -from . import util # noqa -from . import vis # noqa -from . import io # noqa diff --git a/radclss/config/__init__.py b/radclss/config/__init__.py deleted file mode 100644 index 11c26a8..0000000 --- a/radclss/config/__init__.py +++ /dev/null @@ -1,18 +0,0 @@ -from .default_config import DEFAULT_DISCARD_VAR, set_discarded_variables # noqa -from .output_config import ( - set_output_site, # noqa - set_output_facility, # noqa - set_output_platform, # noqa - set_output_level, # noqa -) # noqa -from .output_config import ( - set_output_gate_time_attrs, # noqa - set_output_time_offset_attrs, # noqa - get_output_config, # noqa -) # noqa -from .output_config import ( - set_output_alt_attrs, # noqa - set_output_lat_attrs, # noqa - set_output_lon_attrs, # noqa - set_output_station_attrs, # noqa -) # noqa diff --git a/radclss/config/default_config.py b/radclss/config/default_config.py deleted file mode 100644 index 67f5c95..0000000 --- a/radclss/config/default_config.py +++ /dev/null @@ -1,181 +0,0 @@ -""" -Default configuration file for RadCLss - -This file contains default parameters and variables used throughout RadCLss. - -""" -# Define variables to drop from RadCLss from the respective datastreams -DEFAULT_DISCARD_VAR = {'radar' : ['classification_mask', - 'uncorrected_copol_correlation_coeff', - 'uncorrected_differential_phase', - 'uncorrected_differential_reflectivity', - 'uncorrected_differential_reflectivity_lag_1', - 'uncorrected_mean_doppler_velocity_h', - 'uncorrected_mean_doppler_velocity_v', - 'uncorrected_reflectivity_h', - 'uncorrected_reflectivity_v', - 'uncorrected_spectral_width_h', - 'uncorrected_spectral_width_v', - 'clutter_masked_velocity', - 'gate_id', - 'ground_clutter', - 'partial_beam_blockage', - 'cumulative_beam_blockage', - 'unfolded_differential_phase', - 'path_integrated_attenuation', - 'path_integrated_differential_attenuation', - 'unthresholded_power_copolar_v', - 'unthresholded_power_copolar_h', - 'specific_differential_phase', - 'specific_differential_attenuation', - 'reflectivity_v', - 'reflectivity', - 'mean_doppler_velocity_v', - 'mean_doppler_velocity', - 'differential_reflectivity_lag_1', - 'differential_reflectivity', - 'differential_phase', - 'normalized_coherent_power', - 'normalized_coherent_power_v', - 'signal_to_noise_ratio_copolar_h', - 'signal_to_noise_ratio_copolar_v', - 'specific_attenuation', - 'spectral_width', - 'spectral_width_v', - 'sounding_temperature', - 'signal_to_noise_ratio', - 'velocity_texture', - 'simulated_velocity', - 'height_over_iso0' - ], - 'met' : ['base_time', 'time_offset', 'time_bounds', 'logger_volt', - 'logger_temp', 'qc_logger_temp', 'lat', 'lon', 'alt', 'qc_temp_mean', - 'qc_rh_mean', 'qc_vapor_pressure_mean', 'qc_wspd_arith_mean', 'qc_wspd_vec_mean', - 'qc_wdir_vec_mean', 'qc_pwd_mean_vis_1min', 'qc_pwd_mean_vis_10min', 'qc_pwd_pw_code_inst', - 'qc_pwd_pw_code_15min', 'qc_pwd_pw_code_1hr', 'qc_pwd_precip_rate_mean_1min', - 'qc_pwd_cumul_rain', 'qc_pwd_cumul_snow', 'qc_org_precip_rate_mean', 'qc_tbrg_precip_total', - 'qc_tbrg_precip_total_corr', 'qc_logger_volt', 'qc_logger_temp', 'qc_atmos_pressure', - 'pwd_pw_code_inst', 'pwd_pw_code_15min', 'pwd_pw_code_1hr', 'temp_std', 'rh_std', - 'vapor_pressure_std', 'wdir_vec_std', 'tbrg_precip_total', 'org_precip_rate_mean', - 'pwd_mean_vis_1min', 'pwd_mean_vis_10min', 'pwd_precip_rate_mean_1min', 'pwd_cumul_rain', - 'pwd_cumul_snow', 'pwd_err_code' - ], - 'sonde' : ['base_time', 'time_offset', 'lat', 'lon', 'qc_pres', - 'qc_tdry', 'qc_dp', 'qc_wspd', 'qc_deg', 'qc_rh', - 'qc_u_wind', 'qc_v_wind', 'qc_asc', "wstat", "asc" - ], - 'pluvio' : ['base_time', 'time_offset', 'load_cell_temp', 'heater_status', - 'elec_unit_temp', 'supply_volts', 'orifice_temp', 'volt_min', - 'ptemp', 'lat', 'lon', 'alt', 'maintenance_flag', 'reset_flag', - 'qc_rh_mean', 'pluvio_status', 'bucket_rt', 'accum_total_nrt' - ], - 'ldquants' : ['specific_differential_attenuation_xband20c', - 'specific_differential_attenuation_kaband20c', - 'specific_differential_attenuation_sband20c', - 'bringi_conv_stra_flag', - 'exppsd_slope', - 'norm_num_concen', - 'num_concen', - 'gammapsd_shape', - 'gammapsd_slope', - 'mean_doppler_vel_wband20c', - 'mean_doppler_vel_kaband20c', - 'mean_doppler_vel_xband20c', - 'mean_doppler_vel_sband20c', - 'specific_attenuation_kaband20c', - 'specific_attenuation_xband20c', - 'specific_attenuation_sband20c', - 'specific_differential_phase_kaband20c', - 'specific_differential_phase_xband20c', - 'specific_differential_phase_sband20c', - 'differential_reflectivity_kaband20c', - 'differential_reflectivity_xband20c', - 'differential_reflectivity_sband20c', - 'reflectivity_factor_wband20c', - 'reflectivity_factor_kaband20c', - 'reflectivity_factor_xband20c', - 'reflectivity_factor_sband20c', - 'bringi_conv_stra_flag', - 'time_offset', - 'base_time', - 'lat', - 'lon', - 'alt' - ], - 'vdisquants' : ['specific_differential_attenuation_xband20c', - 'specific_differential_attenuation_kaband20c', - 'specific_differential_attenuation_sband20c', - 'bringi_conv_stra_flag', - 'exppsd_slope', - 'norm_num_concen', - 'num_concen', - 'gammapsd_shape', - 'gammapsd_slope', - 'mean_doppler_vel_wband20c', - 'mean_doppler_vel_kaband20c', - 'mean_doppler_vel_xband20c', - 'mean_doppler_vel_sband20c', - 'specific_attenuation_kaband20c', - 'specific_attenuation_xband20c', - 'specific_attenuation_sband20c', - 'specific_differential_phase_kaband20c', - 'specific_differential_phase_xband20c', - 'specific_differential_phase_sband20c', - 'differential_reflectivity_kaband20c', - 'differential_reflectivity_xband20c', - 'differential_reflectivity_sband20c', - 'reflectivity_factor_wband20c', - 'reflectivity_factor_kaband20c', - 'reflectivity_factor_xband20c', - 'reflectivity_factor_sband20c', - 'bringi_conv_stra_flag', - 'time_offset', - 'base_time', - 'lat', - 'lon', - 'alt' - ], - 'wxt' : ['base_time', - 'time_offset', - 'time_bounds', - 'qc_temp_mean', - 'temp_std', - 'rh_mean', - 'qc_rh_mean', - 'rh_std', - 'atmos_pressure', - 'qc_atmos_pressure', - 'wspd_arith_mean', - 'qc_wspd_arith_mean', - 'wspd_vec_mean', - 'qc_wspd_vec_mean', - 'wdir_vec_mean', - 'qc_wdir_vec_mean', - 'wdir_vec_std', - 'qc_wxt_precip_rate_mean', - 'qc_wxt_cumul_precip', - 'logger_volt', - 'qc_logger_volt', - 'logger_temp', - 'qc_logger_temp', - 'lat', - 'lon', - 'alt' - ] - } - - - -def set_discarded_variables(instrument, var_list): - """ - Set the variables to be discarded from a given instrument datastream. - - Parameters - ---------- - instrument : str - The instrument name (e.g., 'radar', 'met', 'sonde', etc.). - var_list : list - List of variable names to discard. - """ - global DEFAULT_DISCARD_VAR - DEFAULT_DISCARD_VAR[instrument] = var_list \ No newline at end of file diff --git a/radclss/config/output_config.py b/radclss/config/output_config.py deleted file mode 100644 index 8f947ed..0000000 --- a/radclss/config/output_config.py +++ /dev/null @@ -1,185 +0,0 @@ -OUTPUT_SITE = "BNF" -OUTPUT_FACILITY = "S2" -OUTPUT_PLATFORM = "csapr2radclss" -OUTPUT_LEVEL = "c2" -OUTPUT_GATE_TIME_ATTRS = { - "long_name": ( - "Time in Seconds that Cooresponds to the Start" - + " of each Individual Radar Volume Scan before" - + " Concatenation" - ), - "description": "Time in Seconds that Cooresponds to the Minimum Height Gate", -} -OUTPUT_TIME_OFFSET_ATTRS = dict( - long_name=("Time in Seconds Since Midnight"), - description=( - "Time in Seconds Since Midnight that Cooresponds" - + "to the Center of Each Height Gate" - + "Above the Target Location " - ), -) -OUTPUT_STATION_ATTRS = dict( - long_name="Bankhead National Forest AMF-3 In-Situ Ground Observation Station Identifers" -) -OUTPUT_LAT_ATTRS = dict( - long_name="Latitude of BNF AMF-3 Ground Observation Site", units="Degrees North" -) -OUTPUT_LON_ATTRS = dict( - long_name="Longitude of BNF AMF-3 Ground Observation Site", units="Degrees East" -) -OUTPUT_ALT_ATTRS = dict( - long_name="Altitude above mean sea level for each station", units="m" -) - - -def set_output_site(site): - """ - Set the output site for RadCLss files. - - Parameters - ---------- - site : str - The output site name. - """ - global OUTPUT_SITE - OUTPUT_SITE = site - - -def set_output_facility(facility): - """ - Set the output facility for RadCLss files. - - Parameters - ---------- - facility : str - The output facility name. - """ - global OUTPUT_FACILITY - OUTPUT_FACILITY = facility - - -def set_output_platform(platform): - """ - Set the output platform for RadCLss files. - - Parameters - ---------- - platform : str - The output platform name. - """ - global OUTPUT_PLATFORM - OUTPUT_PLATFORM = platform - - -def set_output_level(level): - """ - Set the output level for RadCLss files. - - Parameters - ---------- - level : str - The output level name. - """ - global OUTPUT_LEVEL - OUTPUT_LEVEL = level - - -def set_output_gate_time_attrs(attrs): - """ - Set the attributes for the gate_time variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for gate_time. - """ - global OUTPUT_GATE_TIME_ATTRS - OUTPUT_GATE_TIME_ATTRS = attrs - - -def set_output_time_offset_attrs(attrs): - """ - Set the attributes for the time_offset variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for time_offset. - """ - global OUTPUT_TIME_OFFSET_ATTRS - OUTPUT_TIME_OFFSET_ATTRS = attrs - - -def set_output_station_attrs(attrs): - """ - Set the attributes for the station variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for station. - """ - global OUTPUT_STATION_ATTRS - OUTPUT_STATION_ATTRS = attrs - - -def set_output_lat_attrs(attrs): - """ - Set the attributes for the lat variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for lat. - """ - global OUTPUT_LAT_ATTRS - OUTPUT_LAT_ATTRS = attrs - - -def set_output_lon_attrs(attrs): - """ - Set the attributes for the lon variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for lon. - """ - global OUTPUT_LON_ATTRS - OUTPUT_LON_ATTRS = attrs - - -def set_output_alt_attrs(attrs): - """ - Set the attributes for the alt variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for alt. - """ - global OUTPUT_ALT_ATTRS - OUTPUT_ALT_ATTRS = attrs - - -def get_output_config(): - """ - Get the current output configuration as a dictionary. - - Returns - ------- - dict - Dictionary containing the current output configuration. - """ - return { - "site": OUTPUT_SITE, - "facility": OUTPUT_FACILITY, - "platform": OUTPUT_PLATFORM, - "level": OUTPUT_LEVEL, - "gate_time_attrs": OUTPUT_GATE_TIME_ATTRS, - "time_offset_attrs": OUTPUT_TIME_OFFSET_ATTRS, - "station_attrs": OUTPUT_STATION_ATTRS, - "lat_attrs": OUTPUT_LAT_ATTRS, - "lon_attrs": OUTPUT_LON_ATTRS, - "alt_attrs": OUTPUT_ALT_ATTRS, - } diff --git a/radclss/core/__init__.py b/radclss/core/__init__.py deleted file mode 100644 index a0d8769..0000000 --- a/radclss/core/__init__.py +++ /dev/null @@ -1,13 +0,0 @@ -""" -============================= - radclss.core package -============================= - -This package contains the core functions for RadCLss. - -... autosummary:: - :toctree: generated/ - - radclss_core -""" -from .radclss_core import radclss # noqa: F401 diff --git a/radclss/core/radclss_core.py b/radclss/core/radclss_core.py deleted file mode 100644 index 04c428e..0000000 --- a/radclss/core/radclss_core.py +++ /dev/null @@ -1,283 +0,0 @@ -import logging -import time -import xarray as xr -import act -import numpy as np - -from ..util.column_utils import subset_points, match_datasets_act -from ..config.default_config import DEFAULT_DISCARD_VAR -from ..config.output_config import get_output_config -from dask.distributed import Client, as_completed - - -def radclss( - volumes, - input_site_dict, - serial=True, - dod_version="", - discard_var={}, - verbose=False, - base_station="M1", - current_client=None, -): - """ - Extracted Radar Columns and In-Situ Sensors - - Utilizing Py-ART and ACT, extract radar columns above various sites and - collocate with in-situ ground based sensors. - - Within this verison of RadCLss, supported sensors are: - - Pluvio Weighing Bucket Rain Gauge (pluvio) - - Surface Meteorological Sensors (met) - - Laser Disdrometer (mutliple sites) (ld/vdisquants) - - Radiosonde (sondewnpn) - - Ceilometer (ceil) - - Parameters - ---------- - volumes : Dictionary - Dictionary contianing files for each of the instruments, including - all CMAC processed radar files per day. Each key is formatted as follows: - 'date': 'YYYYMMDD' - 'instrument_site': file/list of files - where instrument is one of the supported instruments (radar, met, sonde, - pluvio, ld, vd, wxt) and site is the site name (e.g., M1, SGP, TWP, etc). - input_site_dict : Dictionary - Dictionary containing site information for each site being processed. - Each key is the site name (e.g., M1, SGP, TWP, etc) and the value is a 3-tuple - containing (latitude, longitude, altitude in meters). - serial : Boolean, Default = False - Option to denote serial processing; used to start dask cluster for - subsetting columns in parallel. - dod_version : str, Default = '' - Option to supply a Data Object Description version to verify standards. - If this is an empty string, then the latest version will be used. - discard_var : Dictionary, Default = {} - Dictionary containing variables to drop from each datastream. - verbose : Boolean, Default = False - Option to print additional information during processing. - base_station : str, Default = "M1" - The base station name to use for time variables. - current_client : Dask Client, Default = None - Option to supply an existing Dask client for parallel processing. - Set to None to use the current active client. - - Returns - ------- - ds : Xarray Dataset - Daily time-series of extracted columns saved into ARM formatted netCDF files. - """ - - if discard_var == {}: - discard_var = DEFAULT_DISCARD_VAR - if verbose: - print(volumes["date"] + " start subset-points: ", time.strftime("%H:%M:%S")) - - # Call Subset Points - columns = [] - if not serial: - if current_client is None: - try: - current_client = Client.current() - except ValueError: - raise RuntimeError( - "No Dask client found. Please start a Dask client before running in parallel mode." - ) - results = current_client.map( - subset_points, - volumes["radar"], - sonde=volumes["sonde"], - input_site_dict=input_site_dict, - ) - for done_work in as_completed(results, with_results=False): - try: - columns.append(done_work.result()) - except Exception as error: - logging.log.exception(error) - else: - for rad in volumes["radar"]: - if verbose: - print(f"Processing file: {rad}") - columns.append( - subset_points( - rad, sonde=volumes["sonde"], input_site_dict=input_site_dict - ) - ) - if verbose: - print("Processed file: ", rad) - print("Current number of successful columns: ", len(columns)) - print("Last processed file results: ") - print(columns[-1]) - - # Assemble individual columns into single DataSet - # try: - # Concatenate all extracted columns across time dimension to form daily timeseries - output_config = get_output_config() - output_platform = output_config["platform"] - output_level = output_config["level"] - ds_concat = xr.concat([data for data in columns if data], dim="time") - if verbose: - print("Grabbing DOD for platform/level: ", f"{output_platform}.{output_level}") - ds = act.io.create_ds_from_arm_dod( - f"{output_platform}.{output_level}", - { - "time": ds_concat.sizes["time"], - "height": ds_concat.sizes["height"], - "station": ds_concat.sizes["station"], - }, - version=dod_version, - ) - - ds["time"] = ds_concat.sel(station=base_station).base_time - ds["time_offset"] = ds_concat.sel(station=base_station).base_time - ds["base_time"] = ds_concat.sel(station=base_station).isel(time=0).base_time - ds["station"] = ds_concat["station"] - ds["height"] = ds_concat["height"] - ds["lat"][:] = ds_concat.isel(time=0)["lat"][:] - ds["lon"][:] = ds_concat.isel(time=0)["lon"][:] - ds["alt"][:] = ds_concat.isel(time=0)["alt"][:] - - for var in ds_concat.data_vars: - if var not in ["time", "time_offset", "base_time", "lat", "lon", "alt"]: - if var in ds.data_vars: - if verbose: - print(f"Adding variable to output dataset: {var}") - print( - f"Original dtype: {ds[var].dtype}, New dtype: {ds_concat[var].dtype}" - ) - old_type = ds[var].dtype - - # Assign data and convert to original dtype - ds[var][:] = ds_concat[var][:] - ds[var] = ds[var].astype(old_type) - if "_FillValue" in ds[var].attrs: - if isinstance(ds[var].attrs["_FillValue"], str): - if ds[var].dtype == "float32": - ds[var].attrs["_FillValue"] = np.float32( - ds[var].attrs["_FillValue"] - ) - elif ds[var].dtype == "float64": - ds[var].attrs["_FillValue"] = np.float64( - ds[var].attrs["_FillValue"] - ) - elif ds[var].dtype == "int32": - ds[var].attrs["_FillValue"] = np.int32( - ds[var].attrs["_FillValue"] - ) - elif ds[var].dtype == "int64": - ds[var].attrs["_FillValue"] = np.int64( - ds[var].attrs["_FillValue"] - ) - ds[var] = ds[var].fillna(ds[var].attrs["_FillValue"]).astype(float) - if "missing_value" in ds[var].attrs: - if isinstance(ds[var].attrs["missing_value"], str): - if ds[var].dtype == "float32": - ds[var].attrs["missing_value"] = np.float32( - ds[var].attrs["missing_value"] - ) - elif ds[var].dtype == "float64": - ds[var].attrs["missing_value"] = np.float64( - ds[var].attrs["missing_value"] - ) - elif ds[var].dtype == "int32": - ds[var].attrs["missing_value"] = np.int32( - ds[var].attrs["missing_value"] - ) - elif ds[var].dtype == "int64": - ds[var].attrs["missing_value"] = np.int64( - ds[var].attrs["missing_value"] - ) - ds[var] = ( - ds[var].fillna(ds[var].attrs["missing_value"]).astype(float) - ) - - # Remove all the unused CMAC variables - # Drop duplicate latitude and longitude - del ds_concat - - # Free up Memory - del columns - - # If successful column extraction, apply in-situ - if ds: - # Depending on how Dask is behaving, may be to resort time - ds = ds.sortby("time") - if verbose: - print( - volumes["date"] + " finish subset-points: ", time.strftime("%H:%M:%S") - ) - # Find all of the met stations and match to columns - vol_keys = list(volumes.keys()) - for k in vol_keys: - if len(volumes[k]) == 0: - if verbose: - print(f"No files found for instrument/site: {k}") - continue - if "_" in k: - instrument, site = k.split("_", 1) - else: - instrument = k - site = base_station - if instrument == "met": - if verbose: - print(f"Matching MET data for site: {site}") - ds = match_datasets_act( - ds, - volumes[k][0], - site.upper(), - resample="mean", - discard=discard_var["met"], - verbose=verbose, - ) - - if instrument == "pluvio": - # Weighing Bucket Rain Gauge - ds = match_datasets_act( - ds, - volumes[k], - site.upper(), - discard=discard_var["pluvio"], - verbose=verbose, - ) - - if instrument == "ld": - ds = match_datasets_act( - ds, - volumes[k], - site.upper(), - discard=discard_var["ldquants"], - resample="mean", - prefix="ldquants_", - verbose=verbose, - ) - - if instrument == "vd": - # Laser Disdrometer - Supplemental Site - ds = match_datasets_act( - ds, - volumes[k], - site.upper(), - discard=discard_var["vdisquants"], - resample="mean", - prefix="vdisquants_", - verbose=verbose, - ) - - if instrument == "wxt": - # Laser Disdrometer - Supplemental Site - ds = match_datasets_act( - ds, - volumes[k], - site.upper(), - discard=discard_var["wxt"], - resample="mean", - verbose=verbose, - ) - - else: - # There is no column extraction - raise RuntimeError(": RadCLss FAILURE (All Columns Failed to Extract): ") - del ds["base_time"].attrs["units"] - del ds["time_offset"].attrs["units"] - del ds["time"].attrs["units"] - return ds diff --git a/radclss/io/__init__.py b/radclss/io/__init__.py deleted file mode 100644 index fbf366f..0000000 --- a/radclss/io/__init__.py +++ /dev/null @@ -1 +0,0 @@ -from .write import write_radclss_output # noqa diff --git a/radclss/io/write.py b/radclss/io/write.py deleted file mode 100644 index f39e294..0000000 --- a/radclss/io/write.py +++ /dev/null @@ -1,46 +0,0 @@ -import json -import urllib.request - - -def write_radclss_output(ds, output_filename, process, version=None): - """Write the RadCLSS output dataset to a NetCDF file. - - Parameters - ---------- - ds : xarray.Dataset - The RadCLSS output dataset. - output_filename : str - The path to the output NetCDF file. - process : str - The process name (i.e. radclss) - version : str - The version of the process used. Set to None to use the latest version. - """ - # Write the dataset to a NetCDF file - base_url = "https://pcm.arm.gov/pcm/api/dods/" - - # Get data from DOD api - with urllib.request.urlopen(base_url + process) as url: - data = json.loads(url.read().decode()) - keys = list(data["versions"].keys()) - - version = keys[-1] - variables = data["versions"][version]["vars"] - encoding = {} - for v in variables: - type_str = v["type"] - if v["name"] in ds.variables: - if type_str == "float": - encoding[v["name"]] = {"dtype": "float32"} - elif type_str == "double": - encoding[v["name"]] = {"dtype": "float64"} - elif type_str == "short": - encoding[v["name"]] = {"dtype": "int16"} - elif type_str == "int": - encoding[v["name"]] = {"dtype": "int32"} - elif type_str == "char": - encoding[v["name"]] = {"dtype": "S1"} - elif type_str == "byte": - encoding[v["name"]] = {"dtype": "int8"} - - ds.to_netcdf(output_filename, format="NETCDF4_CLASSIC", encoding=encoding) diff --git a/radclss/util/__init__py b/radclss/util/__init__py deleted file mode 100644 index 213cba3..0000000 --- a/radclss/util/__init__py +++ /dev/null @@ -1 +0,0 @@ -from .column_utils import subset_points, match_datasets_act # noqa diff --git a/radclss/util/column_utils.py b/radclss/util/column_utils.py deleted file mode 100644 index 6d9b2c5..0000000 --- a/radclss/util/column_utils.py +++ /dev/null @@ -1,299 +0,0 @@ -import pyart -import act -import numpy as np -import xarray as xr -import datetime - -from ..config import DEFAULT_DISCARD_VAR -from ..config import get_output_config - - -def subset_points( - nfile, input_site_dict, sonde=None, height_bins=np.arange(500, 8500, 250), **kwargs -): - """ - Subset a radar file for a set of latitudes and longitudes - utilizing Py-ART's column-vertical-profile functionality. - - Parameters - ---------- - file : str - Path to the radar file to extract columns from - input_site_dict : dict - Dictionary containing the site names as keys and their - lat/lon coordinates as values in a list format: - {'site1': [lat1, lon1, alt1], - 'site2': [lat2, lon2, alt2], - ...} - sonde : list, optional - List of radiosonde file paths to be merged into the radar - prior to column extraction. The nearest sonde file to the - radar start time will be used. Default is None. - height_bins : numpy array, optional - Numpy array containing the desired height bins to interpolate - the extracted radar columns to. Default is np.arange(500, 8500, 250). - **kwargs : dict - Additional keyword arguments. - - Returns - ------- - ds : xarray DataSet - Xarray Dataset containing the radar column above a give set of locations - - """ - ds = None - - # Define the splash locations [lon,lat] - - lats = list([x[0] for x in input_site_dict.values()]) - lons = list([x[1] for x in input_site_dict.values()]) - site_alt = list([x[2] for x in input_site_dict.values()]) - - sites = list(input_site_dict.keys()) - - radar = pyart.io.read(nfile, exclude_fields=DEFAULT_DISCARD_VAR["radar"]) - # Check for single sweep scans - if np.ma.is_masked(radar.sweep_start_ray_index["data"][1:]): - radar.sweep_start_ray_index["data"] = np.ma.array([0]) - radar.sweep_end_ray_index["data"] = np.ma.array([radar.nrays]) - - if radar: - if radar.time["data"].size > 0: - # Easier to map the nearest sonde file to radar gates before extraction - if sonde is not None: - # variables to discard when reading in the sonde file - exclude_sonde = DEFAULT_DISCARD_VAR["sonde"] - - # find the nearest sonde file to the radar start time - radar_start = datetime.datetime.strptime( - nfile.split("/")[-1].split(".")[-3] - + "." - + nfile.split("/")[-1].split(".")[-2], - "%Y%m%d.%H%M%S", - ) - sonde_start = [ - datetime.datetime.strptime( - xfile.split("/")[-1].split(".")[2] - + "-" - + xfile.split("/")[-1].split(".")[3], - "%Y%m%d-%H%M%S", - ) - for xfile in sonde - ] - # difference in time between radar file and each sonde file - start_diff = [radar_start - sonde for sonde in sonde_start] - - # merge the sonde file into the radar object - ds_sonde = act.io.read_arm_netcdf( - sonde[start_diff.index(min(start_diff))], - cleanup_qc=True, - drop_variables=exclude_sonde, - ) - - # create list of variables within sonde dataset to add to the radar file - for var in list(ds_sonde.keys()): - if var != "alt": - z_dict, sonde_dict = pyart.retrieve.map_profile_to_gates( - ds_sonde.variables[var], ds_sonde.variables["alt"], radar - ) - # add the field to the radar file - radar.add_field_like( - "corrected_reflectivity", - "sonde_" + var, - sonde_dict["data"], - replace_existing=True, - ) - radar.fields["sonde_" + var]["units"] = sonde_dict["units"] - radar.fields["sonde_" + var]["long_name"] = sonde_dict["long_name"] - radar.fields["sonde_" + var]["standard_name"] = sonde_dict[ - "standard_name" - ] - radar.fields["sonde_" + var]["datastream"] = ds_sonde.datastream - - del radar_start, sonde_start, ds_sonde - del z_dict, sonde_dict - - column_list = [] - for lat, lon in zip(lats, lons): - # Make sure we are interpolating from the radar's location above sea level - # NOTE: interpolating throughout Troposphere to match sonde to in the future - - da = pyart.util.columnsect.column_vertical_profile(radar, lat, lon) - # check for valid heights - valid = np.isfinite(da["height"]) - n_valid = int(valid.sum()) - if n_valid > 0: - da = ( - da.sel(height=valid).sortby("height").interp(height=height_bins) - ) - else: - target_height = xr.DataArray( - height_bins, dims="height", name="height" - ) - da = da.reindex(height=target_height) - - # Add the latitude and longitude of the extracted column - da["lat"], da["lon"] = lat, lon - # Convert timeoffsets to timedelta object and precision on datetime64 - da.time_offset.data = da.time_offset.values.astype("timedelta64[s]") - da.base_time.data = da.base_time.values.astype("datetime64[s]") - # Time is based off the start of the radar volume - da["gate_time"] = ( - da.base_time.values + da.isel(height=0).time_offset.values - ) - column_list.append(da) - - # Concatenate the extracted radar columns for this scan across all sites - ds = xr.concat([data for data in column_list if data], dim="station") - ds["station"] = sites - # Assign the Main and Supplemental Site altitudes - ds = ds.assign(alt=("station", site_alt)) - # Add attributes for Time, Latitude, Longitude, and Sites - output_config = get_output_config() - - ds.gate_time.attrs.update(output_config["gate_time_attrs"]) - ds.time_offset.attrs.update(output_config["time_offset_attrs"]) - ds.station.attrs.update(output_config["station_attrs"]) - ds.lat.attrs.update(output_config["lat_attrs"]) - ds.lon.attrs.update(output_config["lon_attrs"]) - ds.alt.attrs.update(output_config["alt_attrs"]) - - # delete the radar to free up memory - del radar, column_list, da - else: - # delete the rhi file - del radar - return ds - - -def match_datasets_act( - column, - ground, - site, - discard, - resample="sum", - DataSet=False, - prefix=None, - verbose=False, -): - """ - Time synchronization of a Ground Instrumentation Dataset to - a Radar Column for Specific Locations using the ARM ACT package - - Parameters - ---------- - column : Xarray DataSet - Xarray DataSet containing the extracted radar column above multiple locations. - Dimensions should include Time, Height, Site - - ground : str; Xarray DataSet - String containing the path of the ground instrumentation file that is desired - to be included within the extracted radar column dataset. - If DataSet is set to True, ground is Xarray Dataset and will skip I/O. - - site : str - Location of the ground instrument. Should be included within the filename. - - discard : list - List containing the desired input ground instrumentation variables to be - removed from the xarray DataSet. - - resample : str - Mathematical operational for resampling ground instrumentation to the radar time. - Default is to sum the data across the resampling period. Checks for 'mean' or - to 'skip' altogether. - - DataSet : boolean - Boolean flag to determine if ground input is an Xarray Dataset. - Set to True if ground input is Xarray DataSet. - - prefix : str - prefix for the desired spelling of variable names for the input - datastream (to fix duplicate variable names between instruments) - - verbose : boolean - Boolean flag to set verbose output during processing. Default is False. - - Returns - ------- - ds : Xarray DataSet - Xarray Dataset containing the time-synced in-situ ground observations with - the inputed radar column - """ - # Check to see if input is xarray DataSet or a file path - if DataSet: - grd_ds = ground - else: - # Read in the file using ACT - grd_ds = act.io.read_arm_netcdf(ground, cleanup_qc=True, drop_variables=discard) - # Default are Lazy Arrays; convert for matching with column - grd_ds = grd_ds.compute() - # check if a list containing new variable names exists. - if prefix: - grd_ds = grd_ds.rename_vars({v: f"{prefix}{v}" for v in grd_ds.data_vars}) - - # Remove Base_Time before Resampling Data since you can't force 1 datapoint to 5 min sum - if "base_time" in grd_ds.data_vars: - del grd_ds["base_time"] - - # Check to see if height is a dimension within the ground instrumentation. - # If so, first interpolate heights to match radar, before interpolating time. - if "height" in grd_ds.dims: - grd_ds = grd_ds.interp(height=np.arange(3150, 10050, 50), method="linear") - - # Resample the ground data to 5 min and interpolate to the CSU X-Band time. - # Keep data variable attributes to help distingish between instruments/locations - if resample.split("=")[-1] == "mean": - matched = ( - grd_ds.resample(time="5Min", closed="right") - .mean(keep_attrs=True) - .interp(time=column.time, method="linear") - ) - elif resample.split("=")[-1] == "skip": - matched = grd_ds.interp(time=column.time, method="linear") - else: - matched = ( - grd_ds.resample(time="5Min", closed="right") - .sum(keep_attrs=True) - .interp(time=column.time, method="linear") - ) - - # Add SAIL site location as a dimension for the Pluvio data - matched = matched.assign_coords(coords=dict(station=site)) - matched = matched.expand_dims("station") - - # Remove Lat/Lon Data variables as it is included within the Matched Dataset with Site Identfiers - if "lat" in matched.data_vars: - del matched["lat"] - if "lon" in matched.data_vars: - del matched["lon"] - if "alt" in matched.data_vars: - del matched["alt"] - - # Update the individual Variables to Hold Global Attributes - # global attributes will be lost on merging into the matched dataset. - # Need to keep as many references and descriptors as possible - for var in matched.data_vars: - matched[var].attrs.update(source=matched.datastream) - - # Merge the two DataSets - for k in matched.data_vars: - if k in column.data_vars: - column[k].sel(station=site)[:] = matched.sel(station=site)[k][:].astype( - column[k].dtype - ) - if "_FillValue" in column[k].attrs: - if isinstance(column[k].attrs["_FillValue"], str): - column[k].attrs["_FillValue"] = float(column[k].attrs["_FillValue"]) - column[k] = ( - column[k].fillna(column[k].attrs["_FillValue"]).astype(float) - ) - if "missing_value" in column[k].attrs: - if isinstance(column[k].attrs["missing_value"], str): - column[k].attrs["missing_value"] = float( - column[k].attrs["missing_value"] - ) - column[k] = ( - column[k].fillna(column[k].attrs["missing_value"]).astype(float) - ) - return column diff --git a/radclss/vis/__init__.py b/radclss/vis/__init__.py deleted file mode 100644 index 94b1b72..0000000 --- a/radclss/vis/__init__.py +++ /dev/null @@ -1,4 +0,0 @@ -from .quicklooks import ( - create_radclss_columns, # noqa - create_radclss_rainfall_timeseries, # noqa -) # noqa diff --git a/radclss/vis/quicklooks.py b/radclss/vis/quicklooks.py deleted file mode 100644 index 78f36a0..0000000 --- a/radclss/vis/quicklooks.py +++ /dev/null @@ -1,313 +0,0 @@ -import act -import sys -import datetime -import numpy as np -import xarray as xr -import matplotlib.pyplot as plt - -from datetime import timedelta -from mpl_toolkits.axes_grid1 import make_axes_locatable - - -def create_radclss_columns( - radclss, - field="corrected_reflectivity", - vmin=-5, - vmax=65, - stations=None, - **kwargs, -): - """ - With the RadCLss product, generate a figure of all extracted columns - - Input - ----- - radclss : str or xarray dataset - Filepath to the RadCLss file or xarray dataset with the columns. - field : str - Specific CMAC field to display extracted column of - vmin : int - Minimum value to display between all subplots for the specific radar - parameter - vmax : int - Maximum value to display between all subplots for the specific radar - parameter - stations : list of str - List of station identifiers to plot. If None, defaults to - all of them. - - Output - ------ - fig: matplotlib figure - Figure containing the extracted columns. - axarr : matplotlib axes array - Array of matplotlib axes containing the extracted columns. - - """ - - if "cmap" not in kwargs: - kwargs["cmap"] = "ChaseSpectral" - - if stations == []: - raise ValueError( - "\nERROR - (create_radclss_columns):" - + " \n\tStations list is empty. Please provide at least one station.\n" - ) - # read the RadCLss file - if isinstance(radclss, str): - try: - ds = xr.open_dataset(radclss, decode_timedelta=False) - except Exception as e: - exc_type, exc_obj, exc_tb = sys.exc_info() - # 'e' will contain the error object - print( - "\nERROR - (create_radclss_timeseries):" - + f" \n\tOccured When Reading in RadCLss File: \n\t{e}" - ) - print(f"\tError type: {type(e)}") - print("\tLine Number: ", exc_tb.tb_lineno) - print("\tFile Name: ", exc_tb.tb_frame.f_code.co_filename) - print("\n") - return - elif isinstance(radclss, xr.Dataset): - ds = radclss - else: - raise TypeError( - "\nERROR - (create_radclss_timeseries):" - + " \n\tRadCLss Input is Not a String or xarray Dataset\n" - ) - # Create the figure - stations = ds["station"].data if stations is None else stations - nrows = int(np.ceil(len(stations) / 2)) - ncols = 2 - height = 5 * nrows - width = 14 - fig, axarr = plt.subplots(nrows, ncols, figsize=(width, height)) - plt.subplots_adjust(hspace=0.8) - - # Define the time of the radar file we are plotting against - radar_time = datetime.datetime.strptime( - np.datetime_as_string(ds["time"].data[0], unit="s"), "%Y-%m-%dT%H:%M:%S" - ) - final_time = radar_time + timedelta(days=1) - for i, station in enumerate(stations): - row = i // 2 - col = i % 2 - if len(axarr.shape) == 1: - axarr = np.expand_dims(axarr, axis=0) - ds[field].sel(station=station).sel( - time=slice( - radar_time.strftime("%Y-%m-%dT00:00:00"), - final_time.strftime("%Y-%m-%dT00:00:00"), - ) - ).plot(y="height", ax=axarr[row, col], vmin=vmin, vmax=vmax, **kwargs) - - return fig, axarr - - -def create_radclss_rainfall_timeseries( - radclss, - field="corrected_reflectivity", - vmin=-5, - vmax=65, - cmap="ChaseSpectral", - rr_min=0, - rr_max=250, - cum_min=0, - cum_max=500, - dis_site="M1", - rheight=750, - title_flag=True, - figure_dpi=300, -): - """ - With the RadCLss product, generate a timeseries of radar reflectivity - factor, particle size distribution and cumuluative precipitaiton - for the ARM SAIL M1 Site. - - This timeseries quick is to serve as a means for evaluating the RadCLss - product. - - Input - ----- - radclss : str - Filepath to the RadCLss file. - field : str - Specific CMAC field to display extracted column of - vmin : int - Minimum value to display between all subplots for the specific radar - parameter - vmax : int - Maximum value to display between all subplots for the specific radar - parameter - cmap : str - Colormap to use for the radar field. - rr_min: float - Minimum value for the precipitation rate axis. - rr_max: float - Maximum value for the precipitation rate axis. - cum_min: float - Minimum value for the cumulative precipitation axis. - cum_max: float - Maximum value for the cumulative precipitation axis. - dis_site : str - Identifer of the supported location for lat/lon slices - height : int - Column height to compare against in-situ sensors for precipitation - accumulation. - title_flag : bool - Flag to add the title to the figure. - figure_dpi : int - DPI to set for the figure. - - Output - ------ - timeseries : png - Saved image of the RadCLss timeseris - """ - # Create the figure - fig = plt.figure(figsize=(14, 10)) - plt.subplots_adjust(wspace=0.05) - - # read the RadCLss file - try: - if isinstance(radclss, str): - ds = xr.open_dataset(radclss, decode_timedelta=False) - elif isinstance(radclss, xr.Dataset): - ds = radclss - except Exception as e: - exc_type, exc_obj, exc_tb = sys.exc_info() - # 'e' will contain the error object - print( - "\nERROR - (create_radclss_timeseries):" - + f" \n\tOccured When Reading in RadCLss File: \n\t{e}" - ) - print(f"\tError type: {type(e)}") - print("\tLine Number: ", exc_tb.tb_lineno) - print("\tFile Name: ", exc_tb.tb_frame.f_code.co_filename) - print("\n") - return - - # Define the time of the radar file we are plotting against - radar_time = datetime.datetime.strptime( - np.datetime_as_string(ds["time"].data[0], unit="s"), "%Y-%m-%dT%H:%M:%S" - ) - final_time = radar_time + timedelta(days=1) - - # ----------------------------------------------- - # Side Plot A - Display the RadClss Radar Field - # ----------------------------------------------- - # Top right hand subplot - Radar TimeSeries - ax2 = fig.add_subplot(311) - - ds[field].sel(station=dis_site).plot( - x="time", ax=ax2, cmap=cmap, vmin=vmin, vmax=vmax - ) - - ax2.set_title( - "Extracted Radar Columns and In-Situ Sensors (RadCLss), BNF Site: " + dis_site - ) - ax2.set_ylabel("Height [m]") - ax2.set_xlabel("Time [UTC]") - - # -------------------------------------- - # Side Plot B - Display the Rain Rates - # -------------------------------------- - # Top right hand subplot - Radar TimeSeries - ax3 = fig.add_subplot(312) - - # CMAC derived rain rate - ds["rain_rate_A"].sel(station=dis_site).sel(height=rheight, method="nearest").plot( - x="time", ax=ax3, label="CMAC" - ) - - # Pluvio2 Weighing Bucket Rain Gauge - ds["intensity_rtnrt"].sel(station=dis_site).plot(x="time", ax=ax3, label="PLUVIO2") - - # LDQUANTS derived rain rate - ds["ldquants_rain_rate"].sel(station=dis_site).plot( - x="time", ax=ax3, label="LDQUANTS" - ) - - ax3.set_title(" ") - ax3.set_ylabel("Precipitation Rate \n[mm/hr]") - ax3.set_xlabel("Time [UTC]") - ax3.set_xlim( - [ - radar_time.strftime("%Y-%m-%dT00:00:00"), - final_time.strftime("%Y-%m-%dT00:00:00"), - ] - ) - ax3.legend(loc="upper right") - ax3.grid(True) - ax3.set_ylim(rr_min, rr_max) - # Add a blank space next to the subplot to shape it as the above plot - divider = make_axes_locatable(ax3) - cax = divider.append_axes("right", size="3%", pad=1.9) - cax.set_visible(False) - - # ------------------------------------------ - # Side Plot C - Precipitation Accumulation - # ------------------------------------------ - ax4 = fig.add_subplot(313) - - # CMAC Accumulated Rain Rates - radar_accum = act.utils.accumulate_precip( - ds.sel(station=dis_site).sel(height=rheight, method="nearest"), "rain_rate_A" - ).compute() - # CMAC Accumulated Rain Rates - radar_accum["rain_rate_A_accumulated"].plot(x="time", ax=ax4, label="CMAC") - - # PLUVIO2 Accumulation - if dis_site == "M1": - gauge_precip_accum = act.utils.accumulate_precip( - ds.sel(station=dis_site), "intensity_rtnrt" - ).intensity_rtnrt_accumulated.compute() - gauge_precip_accum.plot(x="time", ax=ax4, label="PLUVIO2") - - # LDQUANTS Accumulation - if dis_site == "M1" or dis_site == "S30": - ld_precip_accum = act.utils.accumulate_precip( - ds.sel(station=dis_site), "ldquants_rain_rate" - ).ldquants_rain_rate_accumulated.compute() - ld_precip_accum.plot(x="time", ax=ax4, label="LDQUANTS") - - ax4.set_title(" ") - ax4.set_ylabel("Accumulated Precipitation \n[mm]") - ax4.set_xlabel("Time [UTC]") - ax4.legend(loc="upper left") - ax4.grid(True) - ax4.set_xlim( - [ - radar_time.strftime("%Y-%m-%dT00:00:00"), - final_time.strftime("%Y-%m-%dT00:00:00"), - ] - ) - ax4.set_ylim(cum_min, cum_max) - # Add a blank space next to the subplot to shape it as the above plot - divider = make_axes_locatable(ax4) - cax = divider.append_axes("right", size="3%", pad=1.9) - cax.set_visible(False) - - # Set the DPI to a higher value (e.g., 300) - plt.rcParams["figure.dpi"] = figure_dpi - plt.rcParams["savefig.dpi"] = figure_dpi - - # Add the title - if title_flag is True: - plt.suptitle( - "BNF Extracted Radar Columns and In-Situ Sensors (RadCLss) \n" - + radar_time.strftime("%Y-%m-%d") - ) - - # Clean up this function - ax = np.array([ax2, ax3, ax4]) - del radar_accum - if dis_site == "M1" or dis_site == "S30": - del ld_precip_accum - if dis_site == "M1": - del gauge_precip_accum - if isinstance(radclss, str): - ds.close() - - return fig, ax diff --git a/src/__init__.py b/src/__init__.py deleted file mode 100644 index f20cbd3..0000000 --- a/src/__init__.py +++ /dev/null @@ -1,11 +0,0 @@ -""" -==================================================== -RadCLss: Extracted Radar Columns and In-Situ Sensors -==================================================== -""" - -from . import config # noqa -from . import core # noqa -from . import util # noqa -from . import vis # noqa -from . import io # noqa diff --git a/src/config/__init__.py b/src/config/__init__.py deleted file mode 100644 index 11c26a8..0000000 --- a/src/config/__init__.py +++ /dev/null @@ -1,18 +0,0 @@ -from .default_config import DEFAULT_DISCARD_VAR, set_discarded_variables # noqa -from .output_config import ( - set_output_site, # noqa - set_output_facility, # noqa - set_output_platform, # noqa - set_output_level, # noqa -) # noqa -from .output_config import ( - set_output_gate_time_attrs, # noqa - set_output_time_offset_attrs, # noqa - get_output_config, # noqa -) # noqa -from .output_config import ( - set_output_alt_attrs, # noqa - set_output_lat_attrs, # noqa - set_output_lon_attrs, # noqa - set_output_station_attrs, # noqa -) # noqa diff --git a/src/config/default_config.py b/src/config/default_config.py deleted file mode 100644 index 1b7d79d..0000000 --- a/src/config/default_config.py +++ /dev/null @@ -1,248 +0,0 @@ -""" -Default configuration file for RadCLss - -This file contains default parameters and variables used throughout RadCLss. - -""" - -# Define variables to drop from RadCLss from the respective datastreams -DEFAULT_DISCARD_VAR = { - "radar": [ - "classification_mask", - "uncorrected_copol_correlation_coeff", - "uncorrected_differential_phase", - "uncorrected_differential_reflectivity", - "uncorrected_differential_reflectivity_lag_1", - "uncorrected_mean_doppler_velocity_h", - "uncorrected_mean_doppler_velocity_v", - "uncorrected_reflectivity_h", - "uncorrected_reflectivity_v", - "uncorrected_spectral_width_h", - "uncorrected_spectral_width_v", - "clutter_masked_velocity", - "gate_id", - "ground_clutter", - "partial_beam_blockage", - "cumulative_beam_blockage", - "unfolded_differential_phase", - "path_integrated_attenuation", - "path_integrated_differential_attenuation", - "unthresholded_power_copolar_v", - "unthresholded_power_copolar_h", - "specific_differential_phase", - "specific_differential_attenuation", - "reflectivity_v", - "reflectivity", - "mean_doppler_velocity_v", - "mean_doppler_velocity", - "differential_reflectivity_lag_1", - "differential_reflectivity", - "differential_phase", - "normalized_coherent_power", - "normalized_coherent_power_v", - "signal_to_noise_ratio_copolar_h", - "signal_to_noise_ratio_copolar_v", - "specific_attenuation", - "spectral_width", - "spectral_width_v", - "sounding_temperature", - "signal_to_noise_ratio", - "velocity_texture", - "simulated_velocity", - "height_over_iso0", - ], - "met": [ - "base_time", - "time_offset", - "time_bounds", - "logger_volt", - "logger_temp", - "qc_logger_temp", - "lat", - "lon", - "alt", - "qc_temp_mean", - "qc_rh_mean", - "qc_vapor_pressure_mean", - "qc_wspd_arith_mean", - "qc_wspd_vec_mean", - "qc_wdir_vec_mean", - "qc_pwd_mean_vis_1min", - "qc_pwd_mean_vis_10min", - "qc_pwd_pw_code_inst", - "qc_pwd_pw_code_15min", - "qc_pwd_pw_code_1hr", - "qc_pwd_precip_rate_mean_1min", - "qc_pwd_cumul_rain", - "qc_pwd_cumul_snow", - "qc_org_precip_rate_mean", - "qc_tbrg_precip_total", - "qc_tbrg_precip_total_corr", - "qc_logger_volt", - "qc_logger_temp", - "qc_atmos_pressure", - "pwd_pw_code_inst", - "pwd_pw_code_15min", - "pwd_pw_code_1hr", - "temp_std", - "rh_std", - "vapor_pressure_std", - "wdir_vec_std", - "tbrg_precip_total", - "org_precip_rate_mean", - "pwd_mean_vis_1min", - "pwd_mean_vis_10min", - "pwd_precip_rate_mean_1min", - "pwd_cumul_rain", - "pwd_cumul_snow", - "pwd_err_code", - ], - "sonde": [ - "base_time", - "time_offset", - "lat", - "lon", - "qc_pres", - "qc_tdry", - "qc_dp", - "qc_wspd", - "qc_deg", - "qc_rh", - "qc_u_wind", - "qc_v_wind", - "qc_asc", - "wstat", - "asc", - ], - "pluvio": [ - "base_time", - "time_offset", - "load_cell_temp", - "heater_status", - "elec_unit_temp", - "supply_volts", - "orifice_temp", - "volt_min", - "ptemp", - "lat", - "lon", - "alt", - "maintenance_flag", - "reset_flag", - "qc_rh_mean", - "pluvio_status", - "bucket_rt", - "accum_total_nrt", - ], - "ldquants": [ - "specific_differential_attenuation_xband20c", - "specific_differential_attenuation_kaband20c", - "specific_differential_attenuation_sband20c", - "bringi_conv_stra_flag", - "exppsd_slope", - "norm_num_concen", - "num_concen", - "gammapsd_shape", - "gammapsd_slope", - "mean_doppler_vel_wband20c", - "mean_doppler_vel_kaband20c", - "mean_doppler_vel_xband20c", - "mean_doppler_vel_sband20c", - "specific_attenuation_kaband20c", - "specific_attenuation_xband20c", - "specific_attenuation_sband20c", - "specific_differential_phase_kaband20c", - "specific_differential_phase_xband20c", - "specific_differential_phase_sband20c", - "differential_reflectivity_kaband20c", - "differential_reflectivity_xband20c", - "differential_reflectivity_sband20c", - "reflectivity_factor_wband20c", - "reflectivity_factor_kaband20c", - "reflectivity_factor_xband20c", - "reflectivity_factor_sband20c", - "bringi_conv_stra_flag", - "time_offset", - "base_time", - "lat", - "lon", - "alt", - ], - "vdisquants": [ - "specific_differential_attenuation_xband20c", - "specific_differential_attenuation_kaband20c", - "specific_differential_attenuation_sband20c", - "bringi_conv_stra_flag", - "exppsd_slope", - "norm_num_concen", - "num_concen", - "gammapsd_shape", - "gammapsd_slope", - "mean_doppler_vel_wband20c", - "mean_doppler_vel_kaband20c", - "mean_doppler_vel_xband20c", - "mean_doppler_vel_sband20c", - "specific_attenuation_kaband20c", - "specific_attenuation_xband20c", - "specific_attenuation_sband20c", - "specific_differential_phase_kaband20c", - "specific_differential_phase_xband20c", - "specific_differential_phase_sband20c", - "differential_reflectivity_kaband20c", - "differential_reflectivity_xband20c", - "differential_reflectivity_sband20c", - "reflectivity_factor_wband20c", - "reflectivity_factor_kaband20c", - "reflectivity_factor_xband20c", - "reflectivity_factor_sband20c", - "bringi_conv_stra_flag", - "time_offset", - "base_time", - "lat", - "lon", - "alt", - ], - "wxt": [ - "base_time", - "time_offset", - "time_bounds", - "qc_temp_mean", - "temp_std", - "rh_mean", - "qc_rh_mean", - "rh_std", - "atmos_pressure", - "qc_atmos_pressure", - "wspd_arith_mean", - "qc_wspd_arith_mean", - "wspd_vec_mean", - "qc_wspd_vec_mean", - "wdir_vec_mean", - "qc_wdir_vec_mean", - "wdir_vec_std", - "qc_wxt_precip_rate_mean", - "qc_wxt_cumul_precip", - "logger_volt", - "qc_logger_volt", - "logger_temp", - "qc_logger_temp", - "lat", - "lon", - "alt", - ], -} - - -def set_discarded_variables(instrument, var_list): - """ - Set the variables to be discarded from a given instrument datastream. - - Parameters - ---------- - instrument : str - The instrument name (e.g., 'radar', 'met', 'sonde', etc.). - var_list : list - List of variable names to discard. - """ - global DEFAULT_DISCARD_VAR - DEFAULT_DISCARD_VAR[instrument] = var_list diff --git a/src/config/output_config.py b/src/config/output_config.py deleted file mode 100644 index 8f947ed..0000000 --- a/src/config/output_config.py +++ /dev/null @@ -1,185 +0,0 @@ -OUTPUT_SITE = "BNF" -OUTPUT_FACILITY = "S2" -OUTPUT_PLATFORM = "csapr2radclss" -OUTPUT_LEVEL = "c2" -OUTPUT_GATE_TIME_ATTRS = { - "long_name": ( - "Time in Seconds that Cooresponds to the Start" - + " of each Individual Radar Volume Scan before" - + " Concatenation" - ), - "description": "Time in Seconds that Cooresponds to the Minimum Height Gate", -} -OUTPUT_TIME_OFFSET_ATTRS = dict( - long_name=("Time in Seconds Since Midnight"), - description=( - "Time in Seconds Since Midnight that Cooresponds" - + "to the Center of Each Height Gate" - + "Above the Target Location " - ), -) -OUTPUT_STATION_ATTRS = dict( - long_name="Bankhead National Forest AMF-3 In-Situ Ground Observation Station Identifers" -) -OUTPUT_LAT_ATTRS = dict( - long_name="Latitude of BNF AMF-3 Ground Observation Site", units="Degrees North" -) -OUTPUT_LON_ATTRS = dict( - long_name="Longitude of BNF AMF-3 Ground Observation Site", units="Degrees East" -) -OUTPUT_ALT_ATTRS = dict( - long_name="Altitude above mean sea level for each station", units="m" -) - - -def set_output_site(site): - """ - Set the output site for RadCLss files. - - Parameters - ---------- - site : str - The output site name. - """ - global OUTPUT_SITE - OUTPUT_SITE = site - - -def set_output_facility(facility): - """ - Set the output facility for RadCLss files. - - Parameters - ---------- - facility : str - The output facility name. - """ - global OUTPUT_FACILITY - OUTPUT_FACILITY = facility - - -def set_output_platform(platform): - """ - Set the output platform for RadCLss files. - - Parameters - ---------- - platform : str - The output platform name. - """ - global OUTPUT_PLATFORM - OUTPUT_PLATFORM = platform - - -def set_output_level(level): - """ - Set the output level for RadCLss files. - - Parameters - ---------- - level : str - The output level name. - """ - global OUTPUT_LEVEL - OUTPUT_LEVEL = level - - -def set_output_gate_time_attrs(attrs): - """ - Set the attributes for the gate_time variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for gate_time. - """ - global OUTPUT_GATE_TIME_ATTRS - OUTPUT_GATE_TIME_ATTRS = attrs - - -def set_output_time_offset_attrs(attrs): - """ - Set the attributes for the time_offset variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for time_offset. - """ - global OUTPUT_TIME_OFFSET_ATTRS - OUTPUT_TIME_OFFSET_ATTRS = attrs - - -def set_output_station_attrs(attrs): - """ - Set the attributes for the station variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for station. - """ - global OUTPUT_STATION_ATTRS - OUTPUT_STATION_ATTRS = attrs - - -def set_output_lat_attrs(attrs): - """ - Set the attributes for the lat variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for lat. - """ - global OUTPUT_LAT_ATTRS - OUTPUT_LAT_ATTRS = attrs - - -def set_output_lon_attrs(attrs): - """ - Set the attributes for the lon variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for lon. - """ - global OUTPUT_LON_ATTRS - OUTPUT_LON_ATTRS = attrs - - -def set_output_alt_attrs(attrs): - """ - Set the attributes for the alt variable. - - Parameters - ---------- - attrs : dict - Dictionary of attributes for alt. - """ - global OUTPUT_ALT_ATTRS - OUTPUT_ALT_ATTRS = attrs - - -def get_output_config(): - """ - Get the current output configuration as a dictionary. - - Returns - ------- - dict - Dictionary containing the current output configuration. - """ - return { - "site": OUTPUT_SITE, - "facility": OUTPUT_FACILITY, - "platform": OUTPUT_PLATFORM, - "level": OUTPUT_LEVEL, - "gate_time_attrs": OUTPUT_GATE_TIME_ATTRS, - "time_offset_attrs": OUTPUT_TIME_OFFSET_ATTRS, - "station_attrs": OUTPUT_STATION_ATTRS, - "lat_attrs": OUTPUT_LAT_ATTRS, - "lon_attrs": OUTPUT_LON_ATTRS, - "alt_attrs": OUTPUT_ALT_ATTRS, - } diff --git a/src/core/__init__.py b/src/core/__init__.py deleted file mode 100644 index 97ca9b9..0000000 --- a/src/core/__init__.py +++ /dev/null @@ -1,14 +0,0 @@ -""" -============================= - radclss.core package -============================= - -This package contains the core functions for RadCLss. - -... autosummary:: - :toctree: generated/ - - radclss_core -""" - -from .radclss_core import radclss # noqa: F401 diff --git a/src/core/radclss_core.py b/src/core/radclss_core.py deleted file mode 100644 index 04c428e..0000000 --- a/src/core/radclss_core.py +++ /dev/null @@ -1,283 +0,0 @@ -import logging -import time -import xarray as xr -import act -import numpy as np - -from ..util.column_utils import subset_points, match_datasets_act -from ..config.default_config import DEFAULT_DISCARD_VAR -from ..config.output_config import get_output_config -from dask.distributed import Client, as_completed - - -def radclss( - volumes, - input_site_dict, - serial=True, - dod_version="", - discard_var={}, - verbose=False, - base_station="M1", - current_client=None, -): - """ - Extracted Radar Columns and In-Situ Sensors - - Utilizing Py-ART and ACT, extract radar columns above various sites and - collocate with in-situ ground based sensors. - - Within this verison of RadCLss, supported sensors are: - - Pluvio Weighing Bucket Rain Gauge (pluvio) - - Surface Meteorological Sensors (met) - - Laser Disdrometer (mutliple sites) (ld/vdisquants) - - Radiosonde (sondewnpn) - - Ceilometer (ceil) - - Parameters - ---------- - volumes : Dictionary - Dictionary contianing files for each of the instruments, including - all CMAC processed radar files per day. Each key is formatted as follows: - 'date': 'YYYYMMDD' - 'instrument_site': file/list of files - where instrument is one of the supported instruments (radar, met, sonde, - pluvio, ld, vd, wxt) and site is the site name (e.g., M1, SGP, TWP, etc). - input_site_dict : Dictionary - Dictionary containing site information for each site being processed. - Each key is the site name (e.g., M1, SGP, TWP, etc) and the value is a 3-tuple - containing (latitude, longitude, altitude in meters). - serial : Boolean, Default = False - Option to denote serial processing; used to start dask cluster for - subsetting columns in parallel. - dod_version : str, Default = '' - Option to supply a Data Object Description version to verify standards. - If this is an empty string, then the latest version will be used. - discard_var : Dictionary, Default = {} - Dictionary containing variables to drop from each datastream. - verbose : Boolean, Default = False - Option to print additional information during processing. - base_station : str, Default = "M1" - The base station name to use for time variables. - current_client : Dask Client, Default = None - Option to supply an existing Dask client for parallel processing. - Set to None to use the current active client. - - Returns - ------- - ds : Xarray Dataset - Daily time-series of extracted columns saved into ARM formatted netCDF files. - """ - - if discard_var == {}: - discard_var = DEFAULT_DISCARD_VAR - if verbose: - print(volumes["date"] + " start subset-points: ", time.strftime("%H:%M:%S")) - - # Call Subset Points - columns = [] - if not serial: - if current_client is None: - try: - current_client = Client.current() - except ValueError: - raise RuntimeError( - "No Dask client found. Please start a Dask client before running in parallel mode." - ) - results = current_client.map( - subset_points, - volumes["radar"], - sonde=volumes["sonde"], - input_site_dict=input_site_dict, - ) - for done_work in as_completed(results, with_results=False): - try: - columns.append(done_work.result()) - except Exception as error: - logging.log.exception(error) - else: - for rad in volumes["radar"]: - if verbose: - print(f"Processing file: {rad}") - columns.append( - subset_points( - rad, sonde=volumes["sonde"], input_site_dict=input_site_dict - ) - ) - if verbose: - print("Processed file: ", rad) - print("Current number of successful columns: ", len(columns)) - print("Last processed file results: ") - print(columns[-1]) - - # Assemble individual columns into single DataSet - # try: - # Concatenate all extracted columns across time dimension to form daily timeseries - output_config = get_output_config() - output_platform = output_config["platform"] - output_level = output_config["level"] - ds_concat = xr.concat([data for data in columns if data], dim="time") - if verbose: - print("Grabbing DOD for platform/level: ", f"{output_platform}.{output_level}") - ds = act.io.create_ds_from_arm_dod( - f"{output_platform}.{output_level}", - { - "time": ds_concat.sizes["time"], - "height": ds_concat.sizes["height"], - "station": ds_concat.sizes["station"], - }, - version=dod_version, - ) - - ds["time"] = ds_concat.sel(station=base_station).base_time - ds["time_offset"] = ds_concat.sel(station=base_station).base_time - ds["base_time"] = ds_concat.sel(station=base_station).isel(time=0).base_time - ds["station"] = ds_concat["station"] - ds["height"] = ds_concat["height"] - ds["lat"][:] = ds_concat.isel(time=0)["lat"][:] - ds["lon"][:] = ds_concat.isel(time=0)["lon"][:] - ds["alt"][:] = ds_concat.isel(time=0)["alt"][:] - - for var in ds_concat.data_vars: - if var not in ["time", "time_offset", "base_time", "lat", "lon", "alt"]: - if var in ds.data_vars: - if verbose: - print(f"Adding variable to output dataset: {var}") - print( - f"Original dtype: {ds[var].dtype}, New dtype: {ds_concat[var].dtype}" - ) - old_type = ds[var].dtype - - # Assign data and convert to original dtype - ds[var][:] = ds_concat[var][:] - ds[var] = ds[var].astype(old_type) - if "_FillValue" in ds[var].attrs: - if isinstance(ds[var].attrs["_FillValue"], str): - if ds[var].dtype == "float32": - ds[var].attrs["_FillValue"] = np.float32( - ds[var].attrs["_FillValue"] - ) - elif ds[var].dtype == "float64": - ds[var].attrs["_FillValue"] = np.float64( - ds[var].attrs["_FillValue"] - ) - elif ds[var].dtype == "int32": - ds[var].attrs["_FillValue"] = np.int32( - ds[var].attrs["_FillValue"] - ) - elif ds[var].dtype == "int64": - ds[var].attrs["_FillValue"] = np.int64( - ds[var].attrs["_FillValue"] - ) - ds[var] = ds[var].fillna(ds[var].attrs["_FillValue"]).astype(float) - if "missing_value" in ds[var].attrs: - if isinstance(ds[var].attrs["missing_value"], str): - if ds[var].dtype == "float32": - ds[var].attrs["missing_value"] = np.float32( - ds[var].attrs["missing_value"] - ) - elif ds[var].dtype == "float64": - ds[var].attrs["missing_value"] = np.float64( - ds[var].attrs["missing_value"] - ) - elif ds[var].dtype == "int32": - ds[var].attrs["missing_value"] = np.int32( - ds[var].attrs["missing_value"] - ) - elif ds[var].dtype == "int64": - ds[var].attrs["missing_value"] = np.int64( - ds[var].attrs["missing_value"] - ) - ds[var] = ( - ds[var].fillna(ds[var].attrs["missing_value"]).astype(float) - ) - - # Remove all the unused CMAC variables - # Drop duplicate latitude and longitude - del ds_concat - - # Free up Memory - del columns - - # If successful column extraction, apply in-situ - if ds: - # Depending on how Dask is behaving, may be to resort time - ds = ds.sortby("time") - if verbose: - print( - volumes["date"] + " finish subset-points: ", time.strftime("%H:%M:%S") - ) - # Find all of the met stations and match to columns - vol_keys = list(volumes.keys()) - for k in vol_keys: - if len(volumes[k]) == 0: - if verbose: - print(f"No files found for instrument/site: {k}") - continue - if "_" in k: - instrument, site = k.split("_", 1) - else: - instrument = k - site = base_station - if instrument == "met": - if verbose: - print(f"Matching MET data for site: {site}") - ds = match_datasets_act( - ds, - volumes[k][0], - site.upper(), - resample="mean", - discard=discard_var["met"], - verbose=verbose, - ) - - if instrument == "pluvio": - # Weighing Bucket Rain Gauge - ds = match_datasets_act( - ds, - volumes[k], - site.upper(), - discard=discard_var["pluvio"], - verbose=verbose, - ) - - if instrument == "ld": - ds = match_datasets_act( - ds, - volumes[k], - site.upper(), - discard=discard_var["ldquants"], - resample="mean", - prefix="ldquants_", - verbose=verbose, - ) - - if instrument == "vd": - # Laser Disdrometer - Supplemental Site - ds = match_datasets_act( - ds, - volumes[k], - site.upper(), - discard=discard_var["vdisquants"], - resample="mean", - prefix="vdisquants_", - verbose=verbose, - ) - - if instrument == "wxt": - # Laser Disdrometer - Supplemental Site - ds = match_datasets_act( - ds, - volumes[k], - site.upper(), - discard=discard_var["wxt"], - resample="mean", - verbose=verbose, - ) - - else: - # There is no column extraction - raise RuntimeError(": RadCLss FAILURE (All Columns Failed to Extract): ") - del ds["base_time"].attrs["units"] - del ds["time_offset"].attrs["units"] - del ds["time"].attrs["units"] - return ds diff --git a/src/io/__init__.py b/src/io/__init__.py deleted file mode 100644 index fbf366f..0000000 --- a/src/io/__init__.py +++ /dev/null @@ -1 +0,0 @@ -from .write import write_radclss_output # noqa diff --git a/src/io/write.py b/src/io/write.py deleted file mode 100644 index f39e294..0000000 --- a/src/io/write.py +++ /dev/null @@ -1,46 +0,0 @@ -import json -import urllib.request - - -def write_radclss_output(ds, output_filename, process, version=None): - """Write the RadCLSS output dataset to a NetCDF file. - - Parameters - ---------- - ds : xarray.Dataset - The RadCLSS output dataset. - output_filename : str - The path to the output NetCDF file. - process : str - The process name (i.e. radclss) - version : str - The version of the process used. Set to None to use the latest version. - """ - # Write the dataset to a NetCDF file - base_url = "https://pcm.arm.gov/pcm/api/dods/" - - # Get data from DOD api - with urllib.request.urlopen(base_url + process) as url: - data = json.loads(url.read().decode()) - keys = list(data["versions"].keys()) - - version = keys[-1] - variables = data["versions"][version]["vars"] - encoding = {} - for v in variables: - type_str = v["type"] - if v["name"] in ds.variables: - if type_str == "float": - encoding[v["name"]] = {"dtype": "float32"} - elif type_str == "double": - encoding[v["name"]] = {"dtype": "float64"} - elif type_str == "short": - encoding[v["name"]] = {"dtype": "int16"} - elif type_str == "int": - encoding[v["name"]] = {"dtype": "int32"} - elif type_str == "char": - encoding[v["name"]] = {"dtype": "S1"} - elif type_str == "byte": - encoding[v["name"]] = {"dtype": "int8"} - - ds.to_netcdf(output_filename, format="NETCDF4_CLASSIC", encoding=encoding) diff --git a/src/radclss/core/__init__.py b/src/radclss/core/__init__.py index 97ca9b9..782e7d9 100644 --- a/src/radclss/core/__init__.py +++ b/src/radclss/core/__init__.py @@ -12,3 +12,5 @@ """ from .radclss_core import radclss # noqa: F401 + +__all__ = ["radclss"] diff --git a/src/radclss/io/__init__.py b/src/radclss/io/__init__.py index fbf366f..4a42069 100644 --- a/src/radclss/io/__init__.py +++ b/src/radclss/io/__init__.py @@ -1 +1,3 @@ from .write import write_radclss_output # noqa + +__all__ = ["write_radclss_output"] diff --git a/src/radclss/util/__init__.py b/src/radclss/util/__init__.py new file mode 100644 index 0000000..3277f68 --- /dev/null +++ b/src/radclss/util/__init__.py @@ -0,0 +1,4 @@ +from .column_utils import subset_points, match_datasets_act # noqa: F401 + +__all__ = ["subset_points", "match_datasets_act"] +from .column_utils import subset_points, match_datasets_act # noqa diff --git a/src/radclss/util/__init__py b/src/radclss/util/__init__py deleted file mode 100644 index 213cba3..0000000 --- a/src/radclss/util/__init__py +++ /dev/null @@ -1 +0,0 @@ -from .column_utils import subset_points, match_datasets_act # noqa diff --git a/src/radclss/util/column_utils.py b/src/radclss/util/column_utils.py index 6d9b2c5..986b939 100644 --- a/src/radclss/util/column_utils.py +++ b/src/radclss/util/column_utils.py @@ -172,6 +172,7 @@ def match_datasets_act( site, discard, resample="sum", + resample_time="5Min", DataSet=False, prefix=None, verbose=False, @@ -200,8 +201,14 @@ def match_datasets_act( resample : str Mathematical operational for resampling ground instrumentation to the radar time. - Default is to sum the data across the resampling period. Checks for 'mean' or - to 'skip' altogether. + 'sum' will sum the ground data within the resample_time window, + 'mean' will average the ground data within the resample_time window, + and 'skip' will not resample the data and will only interpolate to the radar time. + Default is 'sum'. + + resample_time : str + Time resolution for resampling ground instrumentation data before mapping to radar time. + Default is "5Min". DataSet : boolean Boolean flag to determine if ground input is an Xarray Dataset. @@ -241,24 +248,28 @@ def match_datasets_act( if "height" in grd_ds.dims: grd_ds = grd_ds.interp(height=np.arange(3150, 10050, 50), method="linear") - # Resample the ground data to 5 min and interpolate to the CSU X-Band time. + # Resample the ground data to 5 min and interpolate to the radar time. # Keep data variable attributes to help distingish between instruments/locations - if resample.split("=")[-1] == "mean": + if resample == "mean": matched = ( - grd_ds.resample(time="5Min", closed="right") + grd_ds.resample(time=resample_time, closed="right") .mean(keep_attrs=True) .interp(time=column.time, method="linear") ) - elif resample.split("=")[-1] == "skip": + elif resample == "skip": matched = grd_ds.interp(time=column.time, method="linear") - else: + elif resample == "sum": matched = ( - grd_ds.resample(time="5Min", closed="right") + grd_ds.resample(time=resample_time, closed="right") .sum(keep_attrs=True) .interp(time=column.time, method="linear") ) + else: + raise ValueError( + "Invalid resample method. Please choose 'mean', 'sum', or 'skip'." + ) - # Add SAIL site location as a dimension for the Pluvio data + # Add site location as a dimension for the Pluvio data matched = matched.assign_coords(coords=dict(station=site)) matched = matched.expand_dims("station") diff --git a/src/radclss/vis/__init__.py b/src/radclss/vis/__init__.py index 94b1b72..3ac8641 100644 --- a/src/radclss/vis/__init__.py +++ b/src/radclss/vis/__init__.py @@ -2,3 +2,8 @@ create_radclss_columns, # noqa create_radclss_rainfall_timeseries, # noqa ) # noqa + +__all__ = [ + "create_radclss_columns", + "create_radclss_rainfall_timeseries", +] diff --git a/src/util/__init__py b/src/util/__init__py deleted file mode 100644 index 213cba3..0000000 --- a/src/util/__init__py +++ /dev/null @@ -1 +0,0 @@ -from .column_utils import subset_points, match_datasets_act # noqa diff --git a/src/util/column_utils.py b/src/util/column_utils.py deleted file mode 100644 index 6d9b2c5..0000000 --- a/src/util/column_utils.py +++ /dev/null @@ -1,299 +0,0 @@ -import pyart -import act -import numpy as np -import xarray as xr -import datetime - -from ..config import DEFAULT_DISCARD_VAR -from ..config import get_output_config - - -def subset_points( - nfile, input_site_dict, sonde=None, height_bins=np.arange(500, 8500, 250), **kwargs -): - """ - Subset a radar file for a set of latitudes and longitudes - utilizing Py-ART's column-vertical-profile functionality. - - Parameters - ---------- - file : str - Path to the radar file to extract columns from - input_site_dict : dict - Dictionary containing the site names as keys and their - lat/lon coordinates as values in a list format: - {'site1': [lat1, lon1, alt1], - 'site2': [lat2, lon2, alt2], - ...} - sonde : list, optional - List of radiosonde file paths to be merged into the radar - prior to column extraction. The nearest sonde file to the - radar start time will be used. Default is None. - height_bins : numpy array, optional - Numpy array containing the desired height bins to interpolate - the extracted radar columns to. Default is np.arange(500, 8500, 250). - **kwargs : dict - Additional keyword arguments. - - Returns - ------- - ds : xarray DataSet - Xarray Dataset containing the radar column above a give set of locations - - """ - ds = None - - # Define the splash locations [lon,lat] - - lats = list([x[0] for x in input_site_dict.values()]) - lons = list([x[1] for x in input_site_dict.values()]) - site_alt = list([x[2] for x in input_site_dict.values()]) - - sites = list(input_site_dict.keys()) - - radar = pyart.io.read(nfile, exclude_fields=DEFAULT_DISCARD_VAR["radar"]) - # Check for single sweep scans - if np.ma.is_masked(radar.sweep_start_ray_index["data"][1:]): - radar.sweep_start_ray_index["data"] = np.ma.array([0]) - radar.sweep_end_ray_index["data"] = np.ma.array([radar.nrays]) - - if radar: - if radar.time["data"].size > 0: - # Easier to map the nearest sonde file to radar gates before extraction - if sonde is not None: - # variables to discard when reading in the sonde file - exclude_sonde = DEFAULT_DISCARD_VAR["sonde"] - - # find the nearest sonde file to the radar start time - radar_start = datetime.datetime.strptime( - nfile.split("/")[-1].split(".")[-3] - + "." - + nfile.split("/")[-1].split(".")[-2], - "%Y%m%d.%H%M%S", - ) - sonde_start = [ - datetime.datetime.strptime( - xfile.split("/")[-1].split(".")[2] - + "-" - + xfile.split("/")[-1].split(".")[3], - "%Y%m%d-%H%M%S", - ) - for xfile in sonde - ] - # difference in time between radar file and each sonde file - start_diff = [radar_start - sonde for sonde in sonde_start] - - # merge the sonde file into the radar object - ds_sonde = act.io.read_arm_netcdf( - sonde[start_diff.index(min(start_diff))], - cleanup_qc=True, - drop_variables=exclude_sonde, - ) - - # create list of variables within sonde dataset to add to the radar file - for var in list(ds_sonde.keys()): - if var != "alt": - z_dict, sonde_dict = pyart.retrieve.map_profile_to_gates( - ds_sonde.variables[var], ds_sonde.variables["alt"], radar - ) - # add the field to the radar file - radar.add_field_like( - "corrected_reflectivity", - "sonde_" + var, - sonde_dict["data"], - replace_existing=True, - ) - radar.fields["sonde_" + var]["units"] = sonde_dict["units"] - radar.fields["sonde_" + var]["long_name"] = sonde_dict["long_name"] - radar.fields["sonde_" + var]["standard_name"] = sonde_dict[ - "standard_name" - ] - radar.fields["sonde_" + var]["datastream"] = ds_sonde.datastream - - del radar_start, sonde_start, ds_sonde - del z_dict, sonde_dict - - column_list = [] - for lat, lon in zip(lats, lons): - # Make sure we are interpolating from the radar's location above sea level - # NOTE: interpolating throughout Troposphere to match sonde to in the future - - da = pyart.util.columnsect.column_vertical_profile(radar, lat, lon) - # check for valid heights - valid = np.isfinite(da["height"]) - n_valid = int(valid.sum()) - if n_valid > 0: - da = ( - da.sel(height=valid).sortby("height").interp(height=height_bins) - ) - else: - target_height = xr.DataArray( - height_bins, dims="height", name="height" - ) - da = da.reindex(height=target_height) - - # Add the latitude and longitude of the extracted column - da["lat"], da["lon"] = lat, lon - # Convert timeoffsets to timedelta object and precision on datetime64 - da.time_offset.data = da.time_offset.values.astype("timedelta64[s]") - da.base_time.data = da.base_time.values.astype("datetime64[s]") - # Time is based off the start of the radar volume - da["gate_time"] = ( - da.base_time.values + da.isel(height=0).time_offset.values - ) - column_list.append(da) - - # Concatenate the extracted radar columns for this scan across all sites - ds = xr.concat([data for data in column_list if data], dim="station") - ds["station"] = sites - # Assign the Main and Supplemental Site altitudes - ds = ds.assign(alt=("station", site_alt)) - # Add attributes for Time, Latitude, Longitude, and Sites - output_config = get_output_config() - - ds.gate_time.attrs.update(output_config["gate_time_attrs"]) - ds.time_offset.attrs.update(output_config["time_offset_attrs"]) - ds.station.attrs.update(output_config["station_attrs"]) - ds.lat.attrs.update(output_config["lat_attrs"]) - ds.lon.attrs.update(output_config["lon_attrs"]) - ds.alt.attrs.update(output_config["alt_attrs"]) - - # delete the radar to free up memory - del radar, column_list, da - else: - # delete the rhi file - del radar - return ds - - -def match_datasets_act( - column, - ground, - site, - discard, - resample="sum", - DataSet=False, - prefix=None, - verbose=False, -): - """ - Time synchronization of a Ground Instrumentation Dataset to - a Radar Column for Specific Locations using the ARM ACT package - - Parameters - ---------- - column : Xarray DataSet - Xarray DataSet containing the extracted radar column above multiple locations. - Dimensions should include Time, Height, Site - - ground : str; Xarray DataSet - String containing the path of the ground instrumentation file that is desired - to be included within the extracted radar column dataset. - If DataSet is set to True, ground is Xarray Dataset and will skip I/O. - - site : str - Location of the ground instrument. Should be included within the filename. - - discard : list - List containing the desired input ground instrumentation variables to be - removed from the xarray DataSet. - - resample : str - Mathematical operational for resampling ground instrumentation to the radar time. - Default is to sum the data across the resampling period. Checks for 'mean' or - to 'skip' altogether. - - DataSet : boolean - Boolean flag to determine if ground input is an Xarray Dataset. - Set to True if ground input is Xarray DataSet. - - prefix : str - prefix for the desired spelling of variable names for the input - datastream (to fix duplicate variable names between instruments) - - verbose : boolean - Boolean flag to set verbose output during processing. Default is False. - - Returns - ------- - ds : Xarray DataSet - Xarray Dataset containing the time-synced in-situ ground observations with - the inputed radar column - """ - # Check to see if input is xarray DataSet or a file path - if DataSet: - grd_ds = ground - else: - # Read in the file using ACT - grd_ds = act.io.read_arm_netcdf(ground, cleanup_qc=True, drop_variables=discard) - # Default are Lazy Arrays; convert for matching with column - grd_ds = grd_ds.compute() - # check if a list containing new variable names exists. - if prefix: - grd_ds = grd_ds.rename_vars({v: f"{prefix}{v}" for v in grd_ds.data_vars}) - - # Remove Base_Time before Resampling Data since you can't force 1 datapoint to 5 min sum - if "base_time" in grd_ds.data_vars: - del grd_ds["base_time"] - - # Check to see if height is a dimension within the ground instrumentation. - # If so, first interpolate heights to match radar, before interpolating time. - if "height" in grd_ds.dims: - grd_ds = grd_ds.interp(height=np.arange(3150, 10050, 50), method="linear") - - # Resample the ground data to 5 min and interpolate to the CSU X-Band time. - # Keep data variable attributes to help distingish between instruments/locations - if resample.split("=")[-1] == "mean": - matched = ( - grd_ds.resample(time="5Min", closed="right") - .mean(keep_attrs=True) - .interp(time=column.time, method="linear") - ) - elif resample.split("=")[-1] == "skip": - matched = grd_ds.interp(time=column.time, method="linear") - else: - matched = ( - grd_ds.resample(time="5Min", closed="right") - .sum(keep_attrs=True) - .interp(time=column.time, method="linear") - ) - - # Add SAIL site location as a dimension for the Pluvio data - matched = matched.assign_coords(coords=dict(station=site)) - matched = matched.expand_dims("station") - - # Remove Lat/Lon Data variables as it is included within the Matched Dataset with Site Identfiers - if "lat" in matched.data_vars: - del matched["lat"] - if "lon" in matched.data_vars: - del matched["lon"] - if "alt" in matched.data_vars: - del matched["alt"] - - # Update the individual Variables to Hold Global Attributes - # global attributes will be lost on merging into the matched dataset. - # Need to keep as many references and descriptors as possible - for var in matched.data_vars: - matched[var].attrs.update(source=matched.datastream) - - # Merge the two DataSets - for k in matched.data_vars: - if k in column.data_vars: - column[k].sel(station=site)[:] = matched.sel(station=site)[k][:].astype( - column[k].dtype - ) - if "_FillValue" in column[k].attrs: - if isinstance(column[k].attrs["_FillValue"], str): - column[k].attrs["_FillValue"] = float(column[k].attrs["_FillValue"]) - column[k] = ( - column[k].fillna(column[k].attrs["_FillValue"]).astype(float) - ) - if "missing_value" in column[k].attrs: - if isinstance(column[k].attrs["missing_value"], str): - column[k].attrs["missing_value"] = float( - column[k].attrs["missing_value"] - ) - column[k] = ( - column[k].fillna(column[k].attrs["missing_value"]).astype(float) - ) - return column diff --git a/src/vis/__init__.py b/src/vis/__init__.py deleted file mode 100644 index 94b1b72..0000000 --- a/src/vis/__init__.py +++ /dev/null @@ -1,4 +0,0 @@ -from .quicklooks import ( - create_radclss_columns, # noqa - create_radclss_rainfall_timeseries, # noqa -) # noqa diff --git a/src/vis/quicklooks.py b/src/vis/quicklooks.py deleted file mode 100644 index 78f36a0..0000000 --- a/src/vis/quicklooks.py +++ /dev/null @@ -1,313 +0,0 @@ -import act -import sys -import datetime -import numpy as np -import xarray as xr -import matplotlib.pyplot as plt - -from datetime import timedelta -from mpl_toolkits.axes_grid1 import make_axes_locatable - - -def create_radclss_columns( - radclss, - field="corrected_reflectivity", - vmin=-5, - vmax=65, - stations=None, - **kwargs, -): - """ - With the RadCLss product, generate a figure of all extracted columns - - Input - ----- - radclss : str or xarray dataset - Filepath to the RadCLss file or xarray dataset with the columns. - field : str - Specific CMAC field to display extracted column of - vmin : int - Minimum value to display between all subplots for the specific radar - parameter - vmax : int - Maximum value to display between all subplots for the specific radar - parameter - stations : list of str - List of station identifiers to plot. If None, defaults to - all of them. - - Output - ------ - fig: matplotlib figure - Figure containing the extracted columns. - axarr : matplotlib axes array - Array of matplotlib axes containing the extracted columns. - - """ - - if "cmap" not in kwargs: - kwargs["cmap"] = "ChaseSpectral" - - if stations == []: - raise ValueError( - "\nERROR - (create_radclss_columns):" - + " \n\tStations list is empty. Please provide at least one station.\n" - ) - # read the RadCLss file - if isinstance(radclss, str): - try: - ds = xr.open_dataset(radclss, decode_timedelta=False) - except Exception as e: - exc_type, exc_obj, exc_tb = sys.exc_info() - # 'e' will contain the error object - print( - "\nERROR - (create_radclss_timeseries):" - + f" \n\tOccured When Reading in RadCLss File: \n\t{e}" - ) - print(f"\tError type: {type(e)}") - print("\tLine Number: ", exc_tb.tb_lineno) - print("\tFile Name: ", exc_tb.tb_frame.f_code.co_filename) - print("\n") - return - elif isinstance(radclss, xr.Dataset): - ds = radclss - else: - raise TypeError( - "\nERROR - (create_radclss_timeseries):" - + " \n\tRadCLss Input is Not a String or xarray Dataset\n" - ) - # Create the figure - stations = ds["station"].data if stations is None else stations - nrows = int(np.ceil(len(stations) / 2)) - ncols = 2 - height = 5 * nrows - width = 14 - fig, axarr = plt.subplots(nrows, ncols, figsize=(width, height)) - plt.subplots_adjust(hspace=0.8) - - # Define the time of the radar file we are plotting against - radar_time = datetime.datetime.strptime( - np.datetime_as_string(ds["time"].data[0], unit="s"), "%Y-%m-%dT%H:%M:%S" - ) - final_time = radar_time + timedelta(days=1) - for i, station in enumerate(stations): - row = i // 2 - col = i % 2 - if len(axarr.shape) == 1: - axarr = np.expand_dims(axarr, axis=0) - ds[field].sel(station=station).sel( - time=slice( - radar_time.strftime("%Y-%m-%dT00:00:00"), - final_time.strftime("%Y-%m-%dT00:00:00"), - ) - ).plot(y="height", ax=axarr[row, col], vmin=vmin, vmax=vmax, **kwargs) - - return fig, axarr - - -def create_radclss_rainfall_timeseries( - radclss, - field="corrected_reflectivity", - vmin=-5, - vmax=65, - cmap="ChaseSpectral", - rr_min=0, - rr_max=250, - cum_min=0, - cum_max=500, - dis_site="M1", - rheight=750, - title_flag=True, - figure_dpi=300, -): - """ - With the RadCLss product, generate a timeseries of radar reflectivity - factor, particle size distribution and cumuluative precipitaiton - for the ARM SAIL M1 Site. - - This timeseries quick is to serve as a means for evaluating the RadCLss - product. - - Input - ----- - radclss : str - Filepath to the RadCLss file. - field : str - Specific CMAC field to display extracted column of - vmin : int - Minimum value to display between all subplots for the specific radar - parameter - vmax : int - Maximum value to display between all subplots for the specific radar - parameter - cmap : str - Colormap to use for the radar field. - rr_min: float - Minimum value for the precipitation rate axis. - rr_max: float - Maximum value for the precipitation rate axis. - cum_min: float - Minimum value for the cumulative precipitation axis. - cum_max: float - Maximum value for the cumulative precipitation axis. - dis_site : str - Identifer of the supported location for lat/lon slices - height : int - Column height to compare against in-situ sensors for precipitation - accumulation. - title_flag : bool - Flag to add the title to the figure. - figure_dpi : int - DPI to set for the figure. - - Output - ------ - timeseries : png - Saved image of the RadCLss timeseris - """ - # Create the figure - fig = plt.figure(figsize=(14, 10)) - plt.subplots_adjust(wspace=0.05) - - # read the RadCLss file - try: - if isinstance(radclss, str): - ds = xr.open_dataset(radclss, decode_timedelta=False) - elif isinstance(radclss, xr.Dataset): - ds = radclss - except Exception as e: - exc_type, exc_obj, exc_tb = sys.exc_info() - # 'e' will contain the error object - print( - "\nERROR - (create_radclss_timeseries):" - + f" \n\tOccured When Reading in RadCLss File: \n\t{e}" - ) - print(f"\tError type: {type(e)}") - print("\tLine Number: ", exc_tb.tb_lineno) - print("\tFile Name: ", exc_tb.tb_frame.f_code.co_filename) - print("\n") - return - - # Define the time of the radar file we are plotting against - radar_time = datetime.datetime.strptime( - np.datetime_as_string(ds["time"].data[0], unit="s"), "%Y-%m-%dT%H:%M:%S" - ) - final_time = radar_time + timedelta(days=1) - - # ----------------------------------------------- - # Side Plot A - Display the RadClss Radar Field - # ----------------------------------------------- - # Top right hand subplot - Radar TimeSeries - ax2 = fig.add_subplot(311) - - ds[field].sel(station=dis_site).plot( - x="time", ax=ax2, cmap=cmap, vmin=vmin, vmax=vmax - ) - - ax2.set_title( - "Extracted Radar Columns and In-Situ Sensors (RadCLss), BNF Site: " + dis_site - ) - ax2.set_ylabel("Height [m]") - ax2.set_xlabel("Time [UTC]") - - # -------------------------------------- - # Side Plot B - Display the Rain Rates - # -------------------------------------- - # Top right hand subplot - Radar TimeSeries - ax3 = fig.add_subplot(312) - - # CMAC derived rain rate - ds["rain_rate_A"].sel(station=dis_site).sel(height=rheight, method="nearest").plot( - x="time", ax=ax3, label="CMAC" - ) - - # Pluvio2 Weighing Bucket Rain Gauge - ds["intensity_rtnrt"].sel(station=dis_site).plot(x="time", ax=ax3, label="PLUVIO2") - - # LDQUANTS derived rain rate - ds["ldquants_rain_rate"].sel(station=dis_site).plot( - x="time", ax=ax3, label="LDQUANTS" - ) - - ax3.set_title(" ") - ax3.set_ylabel("Precipitation Rate \n[mm/hr]") - ax3.set_xlabel("Time [UTC]") - ax3.set_xlim( - [ - radar_time.strftime("%Y-%m-%dT00:00:00"), - final_time.strftime("%Y-%m-%dT00:00:00"), - ] - ) - ax3.legend(loc="upper right") - ax3.grid(True) - ax3.set_ylim(rr_min, rr_max) - # Add a blank space next to the subplot to shape it as the above plot - divider = make_axes_locatable(ax3) - cax = divider.append_axes("right", size="3%", pad=1.9) - cax.set_visible(False) - - # ------------------------------------------ - # Side Plot C - Precipitation Accumulation - # ------------------------------------------ - ax4 = fig.add_subplot(313) - - # CMAC Accumulated Rain Rates - radar_accum = act.utils.accumulate_precip( - ds.sel(station=dis_site).sel(height=rheight, method="nearest"), "rain_rate_A" - ).compute() - # CMAC Accumulated Rain Rates - radar_accum["rain_rate_A_accumulated"].plot(x="time", ax=ax4, label="CMAC") - - # PLUVIO2 Accumulation - if dis_site == "M1": - gauge_precip_accum = act.utils.accumulate_precip( - ds.sel(station=dis_site), "intensity_rtnrt" - ).intensity_rtnrt_accumulated.compute() - gauge_precip_accum.plot(x="time", ax=ax4, label="PLUVIO2") - - # LDQUANTS Accumulation - if dis_site == "M1" or dis_site == "S30": - ld_precip_accum = act.utils.accumulate_precip( - ds.sel(station=dis_site), "ldquants_rain_rate" - ).ldquants_rain_rate_accumulated.compute() - ld_precip_accum.plot(x="time", ax=ax4, label="LDQUANTS") - - ax4.set_title(" ") - ax4.set_ylabel("Accumulated Precipitation \n[mm]") - ax4.set_xlabel("Time [UTC]") - ax4.legend(loc="upper left") - ax4.grid(True) - ax4.set_xlim( - [ - radar_time.strftime("%Y-%m-%dT00:00:00"), - final_time.strftime("%Y-%m-%dT00:00:00"), - ] - ) - ax4.set_ylim(cum_min, cum_max) - # Add a blank space next to the subplot to shape it as the above plot - divider = make_axes_locatable(ax4) - cax = divider.append_axes("right", size="3%", pad=1.9) - cax.set_visible(False) - - # Set the DPI to a higher value (e.g., 300) - plt.rcParams["figure.dpi"] = figure_dpi - plt.rcParams["savefig.dpi"] = figure_dpi - - # Add the title - if title_flag is True: - plt.suptitle( - "BNF Extracted Radar Columns and In-Situ Sensors (RadCLss) \n" - + radar_time.strftime("%Y-%m-%d") - ) - - # Clean up this function - ax = np.array([ax2, ax3, ax4]) - del radar_accum - if dis_site == "M1" or dis_site == "S30": - del ld_precip_accum - if dis_site == "M1": - del gauge_precip_accum - if isinstance(radclss, str): - ds.close() - - return fig, ax diff --git a/tests/test_radclss.py b/tests/test_radclss.py index 9d874ba..cd0ca62 100644 --- a/tests/test_radclss.py +++ b/tests/test_radclss.py @@ -395,67 +395,111 @@ def test_radclss_parallel(): ).all() -def test_subset_points_no_sonde(): +def test_subset_points(): test_data_path = arm_test_data.DATASETS.abspath - radclss_file = os.path.join( - test_data_path, "bnfcsapr2radclss.c2.20250619.000000.nc" + # Before testing, ensure that ARM credentials are set in environment variables + username = os.getenv("ARM_USERNAME") + token = os.getenv("ARM_PASSWORD") + if not username or not token: + return # Skip test if credentials are not set + + act.discovery.download_arm_data( + username, + token, + "bnfcsapr2cmacS3.c1", + "2025-06-19T12:00:00", + "2025-06-19T12:30:00", + output=test_data_path, ) - ds = xr.open_dataset(radclss_file) + + act.discovery.download_arm_data( + username, + token, + "bnfsondewnpnM1.b1", + "2025-06-18T00:00:00", + "2025-06-20T00:00:00", + output=test_data_path, + ) + + rad_path = os.path.join(test_data_path, "*bnfcsapr2cmacS3.c1*.nc") + radar_files = sorted(glob.glob(rad_path)) input_site_dict = { "M1": (34.34525, -87.33842, 293), - "S4": (34.46451, -87.23598, 197), - "S20": (34.65401, -87.29264, 178), "S30": (34.38501, -86.92757, 183), - "S40": (34.17932, -87.45349, 236), - "S13": (34.343889, -87.350556, 286), } - subset_ds = radclss.util.subset_points(ds, input_site_dict, sonde=False) + subset_ds = radclss.util.subset_points(radar_files[0], input_site_dict, sonde=None) assert set(subset_ds["station"].values) == {"M1", "S30"} - assert set(subset_ds.data_vars) == {"corrected_reflectivity"} + assert "corrected_reflectivity" in subset_ds.data_vars assert subset_ds.dims["station"] == 2 - assert subset_ds.dims["time"] == ds.dims["time"] - assert subset_ds.dims["height"] == ds.dims["height"] - assert subset_ds["corrected_reflectivity"].attrs.get("missing_value", None) == -9999 + assert np.array_equal(subset_ds["height"].values, np.arange(500, 8500, 250)) assert "sonde_u_wind" not in subset_ds.data_vars assert "sonde_v_wind" not in subset_ds.data_vars assert "sonde_tdry" not in subset_ds.data_vars assert "sonde_rh" not in subset_ds.data_vars - -def test_subset_points_with_sonde(): - test_data_path = arm_test_data.DATASETS.abspath - radclss_file = os.path.join( - test_data_path, "bnfcsapr2radclss.c2.20250619.000000.nc" - ) + # Test with rawinsonde input instead of sonde=False sonde_files = sorted( glob.glob(os.path.join(test_data_path, "*bnfsondewnpnM1.b1*cdf")) ) - ds = xr.open_dataset(radclss_file) - input_site_dict = { - "M1": (34.34525, -87.33842, 293), - "S4": (34.46451, -87.23598, 197), - "S20": (34.65401, -87.29264, 178), - "S30": (34.38501, -86.92757, 183), - "S40": (34.17932, -87.45349, 236), - "S13": (34.343889, -87.350556, 286), - } - subset_ds = radclss.util.subset_points(ds, input_site_dict, sonde=sonde_files) + + subset_ds = radclss.util.subset_points( + radar_files[0], input_site_dict, sonde=sonde_files + ) assert set(subset_ds["station"].values) == {"M1", "S30"} - assert set(subset_ds.data_vars) == { - "corrected_reflectivity", - "sonde_u_wind", - "sonde_v_wind", - "sonde_tdry", - "sonde_rh", - } - assert subset_ds.dims["station"] == 2 - assert subset_ds.dims["time"] == ds.dims["time"] - assert subset_ds.dims["height"] == ds.dims["height"] - assert subset_ds["corrected_reflectivity"].attrs.get("missing_value", None) == -9999 + assert np.array_equal(subset_ds["height"].values, np.arange(500, 8500, 250)) + assert "corrected_reflectivity" in subset_ds.data_vars + assert "sonde_u_wind" in subset_ds.data_vars + assert "sonde_v_wind" in subset_ds.data_vars + assert "sonde_tdry" in subset_ds.data_vars + assert "sonde_rh" in subset_ds.data_vars assert "sonde_u_wind" in subset_ds.data_vars assert "sonde_v_wind" in subset_ds.data_vars assert "sonde_tdry" in subset_ds.data_vars assert "sonde_rh" in subset_ds.data_vars -# def test_match_datasets_act(): +def test_match_datasets_act(): + test_data_path = arm_test_data.DATASETS.abspath + radclss_file = arm_test_data.DATASETS.fetch( + "bnfcsapr2radclss.c2.20250619.000000.nc" + ) + met_M1_files = glob.glob(os.path.join(test_data_path, "*bnfmetM1.b1*")) + radclss_ds = xr.open_dataset(radclss_file) + radclss_ds = radclss_ds.drop_vars( + [var for var in radclss_ds.data_vars if "temp" in var] + ) # Remove temp variables for testing + matched_ds_mean = radclss.util.match_datasets_act( + radclss_ds, + met_M1_files, + "M1", + resample="mean", + discard=radclss.config.DEFAULT_DISCARD_VAR["met"], + ) + matched_ds_skip = radclss.util.match_datasets_act( + radclss_ds, + met_M1_files, + "M1", + resample="skip", + discard=radclss.config.DEFAULT_DISCARD_VAR["met"], + ) + matched_ds_sum = radclss.util.match_datasets_act( + radclss_ds, + met_M1_files, + "M1", + resample="sum", + discard=radclss.config.DEFAULT_DISCARD_VAR["met"], + ) + + print(matched_ds_mean) + assert not np.array_equal( + matched_ds_mean["rh_mean"].values, matched_ds_skip["rh_mean"].values + ) + assert not np.array_equal( + matched_ds_mean["rh_mean"].values, matched_ds_sum["rh_mean"].values + ) + assert not np.array_equal( + matched_ds_skip["rh_mean"].values, matched_ds_sum["rh_mean"].values + ) + assert matched_ds_mean.dims["time"] == radclss_ds.dims["time"] + assert matched_ds_skip.dims["time"] == radclss_ds.dims["time"] + assert matched_ds_sum.dims["time"] == radclss_ds.dims["time"] From 5a871e7d4215bf156b3c3f162bbbc6114b4e4595 Mon Sep 17 00:00:00 2001 From: Robert Jackson Date: Fri, 6 Feb 2026 12:31:30 -0600 Subject: [PATCH 4/8] FIX: Add data fetch to match_datasets test. --- tests/test_radclss.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/tests/test_radclss.py b/tests/test_radclss.py index cd0ca62..4d6b00a 100644 --- a/tests/test_radclss.py +++ b/tests/test_radclss.py @@ -463,6 +463,11 @@ def test_match_datasets_act(): radclss_file = arm_test_data.DATASETS.fetch( "bnfcsapr2radclss.c2.20250619.000000.nc" ) + for files in arm_test_data.DATASETS.registry.keys(): + if "bnf" in files: + if not os.path.exists(os.path.join(test_data_path, files)): + arm_test_data.DATASETS.fetch(files) + met_M1_files = glob.glob(os.path.join(test_data_path, "*bnfmetM1.b1*")) radclss_ds = xr.open_dataset(radclss_file) radclss_ds = radclss_ds.drop_vars( @@ -490,7 +495,6 @@ def test_match_datasets_act(): discard=radclss.config.DEFAULT_DISCARD_VAR["met"], ) - print(matched_ds_mean) assert not np.array_equal( matched_ds_mean["rh_mean"].values, matched_ds_skip["rh_mean"].values ) From 492871b859b753efbdf5b5a76278751e8907dcd3 Mon Sep 17 00:00:00 2001 From: Robert Jackson Date: Fri, 6 Feb 2026 12:42:36 -0600 Subject: [PATCH 5/8] ADD: Explicit sum entry in radclss_core --- src/radclss/core/radclss_core.py | 1 + src/radclss/util/__init__.py | 1 - tests/test_radclss.py | 1 + 3 files changed, 2 insertions(+), 1 deletion(-) diff --git a/src/radclss/core/radclss_core.py b/src/radclss/core/radclss_core.py index 04c428e..22a41a9 100644 --- a/src/radclss/core/radclss_core.py +++ b/src/radclss/core/radclss_core.py @@ -236,6 +236,7 @@ def radclss( ds, volumes[k], site.upper(), + resample="sum", discard=discard_var["pluvio"], verbose=verbose, ) diff --git a/src/radclss/util/__init__.py b/src/radclss/util/__init__.py index 3277f68..0f12181 100644 --- a/src/radclss/util/__init__.py +++ b/src/radclss/util/__init__.py @@ -1,4 +1,3 @@ from .column_utils import subset_points, match_datasets_act # noqa: F401 __all__ = ["subset_points", "match_datasets_act"] -from .column_utils import subset_points, match_datasets_act # noqa diff --git a/tests/test_radclss.py b/tests/test_radclss.py index 4d6b00a..3721264 100644 --- a/tests/test_radclss.py +++ b/tests/test_radclss.py @@ -469,6 +469,7 @@ def test_match_datasets_act(): arm_test_data.DATASETS.fetch(files) met_M1_files = glob.glob(os.path.join(test_data_path, "*bnfmetM1.b1*")) + print(met_M1_files) radclss_ds = xr.open_dataset(radclss_file) radclss_ds = radclss_ds.drop_vars( [var for var in radclss_ds.data_vars if "temp" in var] From 6177ef454f35586750f83b6e39009423d35a93b1 Mon Sep 17 00:00:00 2001 From: Robert Jackson Date: Fri, 6 Feb 2026 13:17:12 -0600 Subject: [PATCH 6/8] FIX: Restrain xarray to relatively new version. --- continuous-integration/environment-actions.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/continuous-integration/environment-actions.yml b/continuous-integration/environment-actions.yml index 3bbbe40..cbb95e6 100644 --- a/continuous-integration/environment-actions.yml +++ b/continuous-integration/environment-actions.yml @@ -13,4 +13,4 @@ dependencies: - matplotlib - dask - distributed - - xarray + - xarray>=2015.12.0 From 1afc358e70963831a875f97232f71d1a4ab8bab3 Mon Sep 17 00:00:00 2001 From: Robert Jackson Date: Fri, 6 Feb 2026 13:19:25 -0600 Subject: [PATCH 7/8] FIX: Only use conda-forge...no anaconda license. --- continuous-integration/environment-actions.yml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/continuous-integration/environment-actions.yml b/continuous-integration/environment-actions.yml index cbb95e6..8750afb 100644 --- a/continuous-integration/environment-actions.yml +++ b/continuous-integration/environment-actions.yml @@ -1,7 +1,6 @@ name: testenv channels: - conda-forge - - defaults dependencies: - arm_pyart - pip @@ -13,4 +12,4 @@ dependencies: - matplotlib - dask - distributed - - xarray>=2015.12.0 + - xarray From f3e2924241f00137c24034190499a7a17c124435 Mon Sep 17 00:00:00 2001 From: Robert Jackson Date: Fri, 6 Feb 2026 13:23:01 -0600 Subject: [PATCH 8/8] TST: Newest xarray resample sum seems to be broken. --- continuous-integration/environment-actions.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/continuous-integration/environment-actions.yml b/continuous-integration/environment-actions.yml index 8750afb..22a96db 100644 --- a/continuous-integration/environment-actions.yml +++ b/continuous-integration/environment-actions.yml @@ -12,4 +12,4 @@ dependencies: - matplotlib - dask - distributed - - xarray + - xarray==2025.6.1