From 1660ec6c0ef95bc80386dc973465313a0652d2c4 Mon Sep 17 00:00:00 2001 From: j-opatz Date: Wed, 7 Apr 2021 12:39:20 -0600 Subject: [PATCH 1/6] updated script and conf file to output/read in separate directories; use unmatched pairs --- .../CyclonePlotter_fcstGFS_obsGFS_OPC.conf | 10 +++---- .../extract_opc_decks.py | 28 ++++++++++++------- 2 files changed, 23 insertions(+), 15 deletions(-) diff --git a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf index ae6481c4f1..acc91e5385 100644 --- a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf +++ b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf @@ -54,7 +54,7 @@ TC_PAIRS_VALID_END = # # Run MET tc_pairs by indicating the top-level directories for the A-deck and B-deck files. Set to 'yes' to # run using top-level directories, 'no' if you want to run tc_pairs on files paired by the wrapper. -TC_PAIRS_READ_ALL_FILES = yes +TC_PAIRS_READ_ALL_FILES = no # set to true or yes to reformat track data into ATCF format expected by tc_pairs TC_PAIRS_REFORMAT_DECK = no @@ -93,7 +93,7 @@ TC_PAIRS_STORM_NAME = # minimum distance from land. TC_PAIRS_DLAND_FILE = MET_BASE/tc_data/dland_global_tenth_degree.nc - +TC_PAIRS_MET_CONFIG_OVERRIDES = match_points = "FALSE"; ## # only 00, 06, 12, and 18z init times are supported in NOAA website, # so for consistency, these are the only options for METplus. @@ -128,10 +128,10 @@ CYCLONE_PLOTTER_ADD_WATERMARK = False # Location of input track data directory # for ADECK and BDECK data -USER_SCRIPT_OUTPUT_DIR = {OUTPUT_BASE}/decks +#USER_SCRIPT_OUTPUT_DIR = {OUTPUT_BASE}/decks -TC_PAIRS_ADECK_INPUT_DIR = {USER_SCRIPT_OUTPUT_DIR} -TC_PAIRS_BDECK_INPUT_DIR = {USER_SCRIPT_OUTPUT_DIR} +TC_PAIRS_ADECK_INPUT_DIR = {USER_SCRIPT_OUTPUT_DIR}/adeck +TC_PAIRS_BDECK_INPUT_DIR = {USER_SCRIPT_OUTPUT_DIR}/bdeck TC_PAIRS_OUTPUT_DIR = {OUTPUT_BASE}/tc_pairs diff --git a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py index fc30853d1c..611052b1e5 100755 --- a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py +++ b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py @@ -35,10 +35,9 @@ print("ERROR: Not enough arguments") sys.exit(1) -# function to extract start date from stormname (stormname contains date 1st observed, lat-lon 1st observed) -def startswith_date(storm_name, search_date): - storm_date = str(storm_name).split('_')[0].strip() - return storm_date.startswith(search_date) +# function to compare storm warning time to search time +def startswith_date(warning_time, search_date): + return str(warning_time).startswith(search_date) input_file = sys.argv[1] output_dir = sys.argv[2] @@ -48,8 +47,13 @@ def startswith_date(storm_name, search_date): adeck_filename = f'adeck.{search_date}.dat' bdeck_filename = f'bdeck.{search_date}.dat' -adeck_path = os.path.join(output_dir, adeck_filename) -bdeck_path = os.path.join(output_dir, bdeck_filename) +# an intermediate directory path for the separate files +adeck_base = os.path.join(output_dir, "adeck") +bdeck_base = os.path.join(output_dir, "bdeck") + +#full pathway for files, including the filename +adeck_path = os.path.join(adeck_base, adeck_filename) +bdeck_path = os.path.join(bdeck_base, bdeck_filename) # using pandas (pd), read input file pd_data = pd.read_csv(input_file, names=atcf_headers_trak) @@ -68,10 +72,14 @@ def startswith_date(storm_name, search_date): only_adeck_storms = pd_0hr_data['STORMNAME'].isin(all_storms) bdeck = pd_0hr_data[only_adeck_storms] -# create output directory if not already there -if not os.path.exists(output_dir): - print(f"Creating output directory: {output_dir}") - os.makedirs(output_dir) +# create output directories if not already there +if not os.path.exists(adeck_base): + print(f"Creating output directory: {adeck_base}") + os.makedirs(adeck_base) + +if not os.path.exists(bdeck_base): + print(f"Creating output directory: {bdeck_base}") + os.makedirs(bdeck_base) # write ADECK print(f"Writing adeck to {adeck_path}") From 3d3aa1fdf20f49bce9af8f2f978f1e57b1c3060e Mon Sep 17 00:00:00 2001 From: George McCabe Date: Wed, 7 Apr 2021 14:35:40 -0600 Subject: [PATCH 2/6] changed filtering script to write out separate files for each storm if bdeck and adeck are both found --- .../CyclonePlotter_fcstGFS_obsGFS_OPC.conf | 12 +- .../extract_opc_decks.py | 109 ++++++++++++++---- 2 files changed, 88 insertions(+), 33 deletions(-) diff --git a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf index acc91e5385..aaa8b75274 100644 --- a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf +++ b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf @@ -29,10 +29,7 @@ USER_SCRIPT_RUNTIME_FREQ = RUN_ONCE_PER_INIT_OR_VALID USER_SCRIPT_PATH = {PARM_BASE}/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py USER_SCRIPT_INPUT_PATH = {INPUT_BASE}/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/trak.gfso.atcf_gen.glbl.{init?fmt=%Y} -#USER_SCRIPT_INPUT_PATH = /d2/projects/extra-tc_verif/gpfs/dell1/nco/ops/com/gentracks/prod/gentracks/{init?fmt=%Y}/trak.gfso.atcf_gen.glbl.{init?fmt=%Y} - -USER_SCRIPT_OUTPUT_DIR = {OUTPUT_BASE}/decks USER_SCRIPT_COMMAND = {USER_SCRIPT_PATH} {USER_SCRIPT_INPUT_PATH} {USER_SCRIPT_OUTPUT_DIR} {init?fmt=%Y%m%d%H} # A list of times to include, in format YYYYMMDD_hh @@ -93,7 +90,6 @@ TC_PAIRS_STORM_NAME = # minimum distance from land. TC_PAIRS_DLAND_FILE = MET_BASE/tc_data/dland_global_tenth_degree.nc -TC_PAIRS_MET_CONFIG_OVERRIDES = match_points = "FALSE"; ## # only 00, 06, 12, and 18z init times are supported in NOAA website, # so for consistency, these are the only options for METplus. @@ -128,7 +124,7 @@ CYCLONE_PLOTTER_ADD_WATERMARK = False # Location of input track data directory # for ADECK and BDECK data -#USER_SCRIPT_OUTPUT_DIR = {OUTPUT_BASE}/decks +USER_SCRIPT_OUTPUT_DIR = {OUTPUT_BASE}/decks TC_PAIRS_ADECK_INPUT_DIR = {USER_SCRIPT_OUTPUT_DIR}/adeck TC_PAIRS_BDECK_INPUT_DIR = {USER_SCRIPT_OUTPUT_DIR}/bdeck @@ -139,6 +135,6 @@ CYCLONE_PLOTTER_INPUT_DIR = {TC_PAIRS_OUTPUT_DIR} CYCLONE_PLOTTER_OUTPUT_DIR = {OUTPUT_BASE}/cyclone [filename_templates] -TC_PAIRS_ADECK_TEMPLATE = adeck.{init?fmt=%Y%m%d%H}.dat -TC_PAIRS_BDECK_TEMPLATE = bdeck.{init?fmt=%Y%m%d%H}.dat -TC_PAIRS_OUTPUT_TEMPLATE = tc_pairs.{init?fmt=%Y%m%d%H} +TC_PAIRS_ADECK_TEMPLATE = adeck.{init?fmt=%Y%m%d%H}.{cyclone}.dat +TC_PAIRS_BDECK_TEMPLATE = bdeck.{init?fmt=%Y%m%d%H}.{cyclone}.dat +TC_PAIRS_OUTPUT_TEMPLATE = tc_pairs.{init?fmt=%Y%m%d%H}.{cyclone} diff --git a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py index 611052b1e5..213422d9f8 100755 --- a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py +++ b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py @@ -36,55 +36,114 @@ sys.exit(1) # function to compare storm warning time to search time -def startswith_date(warning_time, search_date): - return str(warning_time).startswith(search_date) +def is_equal(column_val, search_string): + return str(column_val).strip() == search_string input_file = sys.argv[1] output_dir = sys.argv[2] search_date = sys.argv[3] -# name of ADECK & BDECK files contain search date -adeck_filename = f'adeck.{search_date}.dat' -bdeck_filename = f'bdeck.{search_date}.dat' +print(f"Running {__file__}\nSearch date: {search_date}") + +# get 2 digit year to use in CYCLONE column substitute value +search_year = search_date[2:4] + +# string to use in output file names for filtered adeck and bdeck files +file_prefix = f'deck.{search_date}.' # an intermediate directory path for the separate files adeck_base = os.path.join(output_dir, "adeck") bdeck_base = os.path.join(output_dir, "bdeck") -#full pathway for files, including the filename -adeck_path = os.path.join(adeck_base, adeck_filename) -bdeck_path = os.path.join(bdeck_base, bdeck_filename) +# create output directories if not already there +if not os.path.exists(adeck_base): + print(f"Creating output directory: {adeck_base}") + os.makedirs(adeck_base) + +if not os.path.exists(bdeck_base): + print(f"Creating output directory: {bdeck_base}") + os.makedirs(bdeck_base) + +print(f"Reading input file: {input_file}") # using pandas (pd), read input file pd_data = pd.read_csv(input_file, names=atcf_headers_trak) +print(f"Filtering data...") + +print(f"Filtering data with {search_date} in YYYYMMDDHH column for adeck") + # get adeck - all lines that match the desired date for YYYYMMDDHH (init time) -init_matches = pd_data['YYYYMMDDHH'].apply(startswith_date, args=(search_date,)) +init_matches = pd_data['YYYYMMDDHH'].apply(is_equal, + args=(search_date,)) adeck = pd_data[init_matches] + +print(f"Filtering data 0 (hr) in TAU (forecast hour) column...") + # get all 0 hour analyses data pd_0hr_data = pd_data[pd_data['TAU'] == 0] # get list of STORMNAMEs from adeck data all_storms = adeck.STORMNAME.unique() -# get lines where forecast hour is 0 and STORMNAME is in ADECK list -only_adeck_storms = pd_0hr_data['STORMNAME'].isin(all_storms) -bdeck = pd_0hr_data[only_adeck_storms] +# initialize counter to use to set output filenames with "cyclone" number +# to keep storms in separate files +index = 0 -# create output directories if not already there -if not os.path.exists(adeck_base): - print(f"Creating output directory: {adeck_base}") - os.makedirs(adeck_base) +# loop over storms +for storm_name in all_storms: + index_pad = str(index).zfill(4) -if not os.path.exists(bdeck_base): - print(f"Creating output directory: {bdeck_base}") - os.makedirs(bdeck_base) + # remove whitespace at beginning of storm name + storm_name = storm_name.strip() + + # get 0hr data for given storm to use as bdeck + storm_b_match = pd_0hr_data['STORMNAME'].apply(is_equal, + args=(storm_name,)) + storm_bdeck = pd_0hr_data[storm_b_match] + + if storm_bdeck.empty: + print(f"BDECK for {storm_name} is empty. Skipping") + continue + + # filter out adeck data for given storm + storm_a_match = adeck['STORMNAME'].apply(is_equal, + args=(storm_name,)) + storm_adeck = adeck[storm_a_match] + + if storm_adeck.empty: + print(f"ADECK for {storm_name} is empty. Skipping") + continue + + print(f"Processing storm: {storm_name} == {index_pad}") + + print(f"Setting CYCLONE column to {index_pad} to ensure TCPairs can " + "match the storms properly.") + + # set CYCLONE column values to same value + pd_data = pd_data.assign(CYCLONE=index_pad) + + # remove STORMNAME column +# storm_adeck = storm_adeck.drop(columns=['STORMNAME']) +# storm_bdeck = storm_bdeck.drop(columns=['STORMNAME']) + + # write adeck and bdeck files for given storm + adeck_filename = f'a{file_prefix}{index_pad}.dat' + bdeck_filename = f'b{file_prefix}{index_pad}.dat' + + # full pathway for files, including the filename + adeck_path = os.path.join(adeck_base, adeck_filename) + bdeck_path = os.path.join(bdeck_base, bdeck_filename) + + # write ADECK + print(f"Writing adeck to {adeck_path}") + storm_adeck.to_csv(adeck_path, header=False, index=False) + + # write BDECK + print(f"Writing bdeck to {bdeck_path}") + storm_bdeck.to_csv(bdeck_path, header=False, index=False) -# write ADECK -print(f"Writing adeck to {adeck_path}") -adeck.to_csv(adeck_path, header=False, index=False) + index += 1 -# write BDECK -print(f"Writing bdeck to {bdeck_path}") -bdeck.to_csv(bdeck_path, header=False, index=False) +print("Finished processing all storms") \ No newline at end of file From e4c681ae067bc1afc060a64b0f6cb334de67797f Mon Sep 17 00:00:00 2001 From: George McCabe Date: Wed, 7 Apr 2021 17:01:06 -0600 Subject: [PATCH 3/6] write adeck or bdeck if they have data instead of skipping if either are empty --- .../extract_opc_decks.py | 74 +++++++++---------- 1 file changed, 33 insertions(+), 41 deletions(-) diff --git a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py index 213422d9f8..cca4fcea30 100755 --- a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py +++ b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py @@ -64,26 +64,22 @@ def is_equal(column_val, search_string): print(f"Creating output directory: {bdeck_base}") os.makedirs(bdeck_base) -print(f"Reading input file: {input_file}") - # using pandas (pd), read input file +print(f"Reading input file: {input_file}") pd_data = pd.read_csv(input_file, names=atcf_headers_trak) print(f"Filtering data...") -print(f"Filtering data with {search_date} in YYYYMMDDHH column for adeck") +# get all 0 hour analyses data +print(f"Filtering data 0 (hr) in TAU (forecast hour) column for bdeck") +pd_0hr_data = pd_data[pd_data['TAU'] == 0] # get adeck - all lines that match the desired date for YYYYMMDDHH (init time) +print(f"Filtering data with {search_date} in YYYYMMDDHH column for adeck") init_matches = pd_data['YYYYMMDDHH'].apply(is_equal, args=(search_date,)) adeck = pd_data[init_matches] - -print(f"Filtering data 0 (hr) in TAU (forecast hour) column...") - -# get all 0 hour analyses data -pd_0hr_data = pd_data[pd_data['TAU'] == 0] - # get list of STORMNAMEs from adeck data all_storms = adeck.STORMNAME.unique() @@ -103,47 +99,43 @@ def is_equal(column_val, search_string): args=(storm_name,)) storm_bdeck = pd_0hr_data[storm_b_match] - if storm_bdeck.empty: - print(f"BDECK for {storm_name} is empty. Skipping") - continue - - # filter out adeck data for given storm - storm_a_match = adeck['STORMNAME'].apply(is_equal, - args=(storm_name,)) - storm_adeck = adeck[storm_a_match] - - if storm_adeck.empty: - print(f"ADECK for {storm_name} is empty. Skipping") - continue - - print(f"Processing storm: {storm_name} == {index_pad}") - print(f"Setting CYCLONE column to {index_pad} to ensure TCPairs can " "match the storms properly.") # set CYCLONE column values to same value - pd_data = pd_data.assign(CYCLONE=index_pad) + storm_bdeck = storm_bdeck.assign(CYCLONE=index_pad) - # remove STORMNAME column -# storm_adeck = storm_adeck.drop(columns=['STORMNAME']) -# storm_bdeck = storm_bdeck.drop(columns=['STORMNAME']) + print(f"Processing storm: {storm_name}") + wrote_a = wrote_b = False - # write adeck and bdeck files for given storm - adeck_filename = f'a{file_prefix}{index_pad}.dat' - bdeck_filename = f'b{file_prefix}{index_pad}.dat' + if not storm_bdeck.empty: + bdeck_filename = f'b{file_prefix}{index_pad}.dat' + bdeck_path = os.path.join(bdeck_base, bdeck_filename) - # full pathway for files, including the filename - adeck_path = os.path.join(adeck_base, adeck_filename) - bdeck_path = os.path.join(bdeck_base, bdeck_filename) + print(f"Writing bdeck to {bdeck_path}") + storm_bdeck.to_csv(bdeck_path, header=False, index=False) + wrote_b = True + else: + print(f"BDECK for {storm_name} is empty. Skipping") - # write ADECK - print(f"Writing adeck to {adeck_path}") - storm_adeck.to_csv(adeck_path, header=False, index=False) + # filter out adeck data for given storm + storm_a_match = adeck['STORMNAME'].apply(is_equal, + args=(storm_name,)) + storm_adeck = adeck[storm_a_match] - # write BDECK - print(f"Writing bdeck to {bdeck_path}") - storm_bdeck.to_csv(bdeck_path, header=False, index=False) + # set CYCLONE column values to same value + storm_adeck = storm_adeck.assign(CYCLONE=index_pad) + + if not storm_adeck.empty: + adeck_filename = f'a{file_prefix}{index_pad}.dat' + adeck_path = os.path.join(adeck_base, adeck_filename) + print(f"Writing adeck to {adeck_path}") + storm_adeck.to_csv(adeck_path, header=False, index=False) + wrote_a = True + else: + print(f"ADECK for {storm_name} is empty. Skipping") - index += 1 + if wrote_a or wrote_b: + index += 1 print("Finished processing all storms") \ No newline at end of file From 9aef8257ceeb532a5de91c6a851c872584ee522e Mon Sep 17 00:00:00 2001 From: George McCabe Date: Wed, 7 Apr 2021 17:09:57 -0600 Subject: [PATCH 4/6] update config file to use adeck for both adeck and bdeck in TCPairs --- .../tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf index aaa8b75274..22020eb49a 100644 --- a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf +++ b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.conf @@ -90,6 +90,9 @@ TC_PAIRS_STORM_NAME = # minimum distance from land. TC_PAIRS_DLAND_FILE = MET_BASE/tc_data/dland_global_tenth_degree.nc +# setting this so that when verifying against analysis track, the union of points are written +TC_PAIRS_MET_CONFIG_OVERRIDES = match_points = FALSE; + ## # only 00, 06, 12, and 18z init times are supported in NOAA website, # so for consistency, these are the only options for METplus. @@ -127,7 +130,7 @@ CYCLONE_PLOTTER_ADD_WATERMARK = False USER_SCRIPT_OUTPUT_DIR = {OUTPUT_BASE}/decks TC_PAIRS_ADECK_INPUT_DIR = {USER_SCRIPT_OUTPUT_DIR}/adeck -TC_PAIRS_BDECK_INPUT_DIR = {USER_SCRIPT_OUTPUT_DIR}/bdeck +TC_PAIRS_BDECK_INPUT_DIR = {USER_SCRIPT_OUTPUT_DIR}/adeck TC_PAIRS_OUTPUT_DIR = {OUTPUT_BASE}/tc_pairs @@ -136,5 +139,5 @@ CYCLONE_PLOTTER_OUTPUT_DIR = {OUTPUT_BASE}/cyclone [filename_templates] TC_PAIRS_ADECK_TEMPLATE = adeck.{init?fmt=%Y%m%d%H}.{cyclone}.dat -TC_PAIRS_BDECK_TEMPLATE = bdeck.{init?fmt=%Y%m%d%H}.{cyclone}.dat +TC_PAIRS_BDECK_TEMPLATE = adeck.{init?fmt=%Y%m%d%H}.{cyclone}.dat TC_PAIRS_OUTPUT_TEMPLATE = tc_pairs.{init?fmt=%Y%m%d%H}.{cyclone} From 988fb95cfae505b543c5f5d8176c3292e0178c8f Mon Sep 17 00:00:00 2001 From: George McCabe Date: Thu, 8 Apr 2021 09:05:15 -0600 Subject: [PATCH 5/6] removed setting CYCLONE column to the same value since MET logic was enhanced to use the FOF storm name to match pairs --- .../extract_opc_decks.py | 11 +---------- 1 file changed, 1 insertion(+), 10 deletions(-) diff --git a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py index cca4fcea30..ab800ffaba 100755 --- a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py +++ b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py @@ -99,12 +99,6 @@ def is_equal(column_val, search_string): args=(storm_name,)) storm_bdeck = pd_0hr_data[storm_b_match] - print(f"Setting CYCLONE column to {index_pad} to ensure TCPairs can " - "match the storms properly.") - - # set CYCLONE column values to same value - storm_bdeck = storm_bdeck.assign(CYCLONE=index_pad) - print(f"Processing storm: {storm_name}") wrote_a = wrote_b = False @@ -123,9 +117,6 @@ def is_equal(column_val, search_string): args=(storm_name,)) storm_adeck = adeck[storm_a_match] - # set CYCLONE column values to same value - storm_adeck = storm_adeck.assign(CYCLONE=index_pad) - if not storm_adeck.empty: adeck_filename = f'a{file_prefix}{index_pad}.dat' adeck_path = os.path.join(adeck_base, adeck_filename) @@ -138,4 +129,4 @@ def is_equal(column_val, search_string): if wrote_a or wrote_b: index += 1 -print("Finished processing all storms") \ No newline at end of file +print("Finished processing all storms") From 2fc2644a573fa9488488483b8315661190220469 Mon Sep 17 00:00:00 2001 From: j-opatz Date: Thu, 8 Apr 2021 14:24:20 -0600 Subject: [PATCH 6/6] 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a/docs/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.py b/docs/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.py index 695543580d..93864606ce 100644 --- a/docs/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.py +++ b/docs/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC.py @@ -9,10 +9,10 @@ # Scientific Objective # -------------------- # -# Once this method is complete, a forecast and reference track analysis file -# for the valid date of interest (YYYYMMDDHH) will have been created {OUTPUT_BASE}/decks, -# forecast and reference tracks paired up {OUTPUT_BASE}/tc_pairs and global storm tracks -# for the valid date of interest will be plotted {OUTPUT_BASE}/cyclone (PlateCaree projection) +# Once this method is complete, a user-created extra TC track file +# for the valid date of interest (YYYYMMDDHH) will have been created, +# paired up by TCPairs, and global storm tracks +# for the valid date of interest will be plotted by CyclonePlotter (PlateCaree projection) ############################################################################## # Datasets @@ -44,17 +44,17 @@ # METplus Components # ------------------ # -# This use case utilizes the METplus TCPairs wrapper to search for -# files that are valid at a given run time and generate a command to run -# the MET tool tc_pairs. It then uses the CyclonePlotter wrapper to create -# a global plot of storm tracks for the desired day of interest (YYYYMMDDHH) +# This use case utilizes Python user script-created output files that are accessible via the TCPairs wrapper. +# Due to the nature of the source file (already tracked extra TCs), the TCPairs wrapper is passed the "Adeck" file for each storm twice: +# once as the adeck or forecast file, and once as the bdeck or analysis file. Essentially, TCPairs is matching a forecast to itself. +# It then uses the CyclonePlotter wrapper to create a global plot of storm tracks for the desired day of interest (YYYYMMDDHH). ############################################################################## # METplus Workflow # ---------------- # # TCPairs is the first tool called in this example. It processes the following -# run times: +# run times for each storm file: # # | **Init/Valid:** 2020100700 # | @@ -95,7 +95,11 @@ # Python Embedding # ---------------- # -# This use case uses a Python embedding script to read input data +# This use case uses a Python embedding script to read input data. +# Because the source file already contains "analysis" tracks for the extra TCs, +# this Python script only needs to output storm tracks that have a valid time matching +# the user input. These storms are put into separate storm files, to better mimic how TC storms are +# typically passed to TCPairs. # # parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py # @@ -142,11 +146,12 @@ # Output for this use case will be found in **tc_pairs/201412** (relative to **OUTPUT_BASE**) # and will contain the following files: # -# * decks/adeck.2020100700.dat -# * decks/bdeck.2020100700.dat -# * tc_pairs/tc_pairs.2020100700.dat +# * decks/adeck/adeck.2020100700.xxxx.dat +# * tc_pairs/tc_pairs.2020100700.xxxx.tcst # * cyclone/20201007.png # * cyclone/20201007.txt +# +# where "xxxx" is the unique four digit storm identifier for TCPairs wrapper to use. ############################################################################## # Keywords diff --git a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py index ab800ffaba..cb33b385fd 100755 --- a/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py +++ b/parm/use_cases/model_applications/tc_and_extra_tc/CyclonePlotter_fcstGFS_obsGFS_OPC/extract_opc_decks.py @@ -34,7 +34,7 @@ if num_args < 3: print("ERROR: Not enough arguments") sys.exit(1) - +debug = 'debug' in sys.argv # function to compare storm warning time to search time def is_equal(column_val, search_string): return str(column_val).strip() == search_string @@ -43,7 +43,8 @@ def is_equal(column_val, search_string): output_dir = sys.argv[2] search_date = sys.argv[3] -print(f"Running {__file__}\nSearch date: {search_date}") +if debug: + print(f"Running {__file__}\nSearch date: {search_date}") # get 2 digit year to use in CYCLONE column substitute value search_year = search_date[2:4] @@ -53,16 +54,16 @@ def is_equal(column_val, search_string): # an intermediate directory path for the separate files adeck_base = os.path.join(output_dir, "adeck") -bdeck_base = os.path.join(output_dir, "bdeck") +#bdeck_base = os.path.join(output_dir, "bdeck") # create output directories if not already there if not os.path.exists(adeck_base): print(f"Creating output directory: {adeck_base}") os.makedirs(adeck_base) -if not os.path.exists(bdeck_base): - print(f"Creating output directory: {bdeck_base}") - os.makedirs(bdeck_base) +#if not os.path.exists(bdeck_base): +# print(f"Creating output directory: {bdeck_base}") +# os.makedirs(bdeck_base) # using pandas (pd), read input file print(f"Reading input file: {input_file}") @@ -98,19 +99,21 @@ def is_equal(column_val, search_string): storm_b_match = pd_0hr_data['STORMNAME'].apply(is_equal, args=(storm_name,)) storm_bdeck = pd_0hr_data[storm_b_match] - - print(f"Processing storm: {storm_name}") + if debug: + print(f"Processing storm: {storm_name}") wrote_a = wrote_b = False + #Logic for writing out Analysis files. Currently commented out, + #but left in for possible future use if not storm_bdeck.empty: - bdeck_filename = f'b{file_prefix}{index_pad}.dat' - bdeck_path = os.path.join(bdeck_base, bdeck_filename) + # bdeck_filename = f'b{file_prefix}{index_pad}.dat' + # bdeck_path = os.path.join(bdeck_base, bdeck_filename) - print(f"Writing bdeck to {bdeck_path}") - storm_bdeck.to_csv(bdeck_path, header=False, index=False) + # print(f"Writing bdeck to {bdeck_path}") + # storm_bdeck.to_csv(bdeck_path, header=False, index=False) wrote_b = True - else: - print(f"BDECK for {storm_name} is empty. Skipping") + #else: + # print(f"BDECK for {storm_name} is empty. Skipping") # filter out adeck data for given storm storm_a_match = adeck['STORMNAME'].apply(is_equal, @@ -120,11 +123,13 @@ def is_equal(column_val, search_string): if not storm_adeck.empty: adeck_filename = f'a{file_prefix}{index_pad}.dat' adeck_path = os.path.join(adeck_base, adeck_filename) - print(f"Writing adeck to {adeck_path}") + if debug: + print(f"Writing adeck to {adeck_path}") storm_adeck.to_csv(adeck_path, header=False, index=False) wrote_a = True else: - print(f"ADECK for {storm_name} is empty. Skipping") + if debug: + print(f"ADECK for {storm_name} is empty. Skipping") if wrote_a or wrote_b: index += 1

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