File: ncchecker

package info (click to toggle)
nco 5.3.6-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 38,260 kB
  • sloc: ansic: 84,963; cpp: 28,654; sh: 14,071; perl: 5,996; makefile: 2,009; lex: 1,009; python: 127; csh: 40
file content (528 lines) | stat: -rwxr-xr-x 25,959 bytes parent folder | download | duplicates (2)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
#!/usr/bin/env bash

# Purpose: Check data file against DIWG (and, eventually, other) recommendations

# Copyright (C) 2023--present Charlie Zender, ... (Contribuing DIWG members---Add your names!)

# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  
# See the 3-Clause BSD License for more details.

# Prerequisites: Bash, NCO
# Script could use other shells, e.g., dash (Debian default) after rewriting function definitions and loops
# Debug with 'bash -x ncchecker --dbg=dbg_lvl' where 0 <= dbg_lvl <= 5

# Insta-install:
# scp ~/diwg/ncchecker dust.ess.uci.edu:bin
# scp dust.ess.uci.edu:bin/ncchecker ${MY_BIN_DIR}

# Set script name, directory, PID, run directory
drc_pwd=${PWD}
# Security: Explicitly unset IFS before wordsplitting, so Bash uses default IFS=<space><tab><newline>
unset IFS
# Set these before 'module' command which can overwrite ${BASH_SOURCE[0]}
# NB: dash supports $0 syntax, not ${BASH_SOURCE[0]} syntax
# http://stackoverflow.com/questions/59895/can-a-bash-script-tell-what-directory-its-stored-in
spt_src="${BASH_SOURCE[0]}"
[[ -z "${spt_src}" ]] && spt_src="${0}" # Use ${0} when BASH_SOURCE is unavailable (e.g., dash)
while [ -h "${spt_src}" ]; do # Recursively resolve ${spt_src} until file is no longer a symlink
  drc_spt="$( cd -P "$( dirname "${spt_src}" )" && pwd )"
  spt_src="$(readlink "${spt_src}")"
  [[ ${spt_src} != /* ]] && spt_src="${drc_spt}/${spt_src}" # If ${spt_src} was relative symlink, resolve it relative to path where symlink file was located
done
cmd_ln="${spt_src} ${@}"
drc_spt="$( cd -P "$( dirname "${spt_src}" )" && pwd )"
spt_nm=$(basename ${spt_src}) # [sng] Script name (unlike $0, ${BASH_SOURCE[0]} works well with 'source <script>')
spt_pid=$$ # [nbr] Script PID (process ID)

# Original Setup (prior to merger with NCO):
# git clone git@github.com:diwg/diwg ~/diwg
# ln -s ~/diwg/diwg_chk ~/bin/diwg_chk
# ln -s ~/diwg/diwg_chk ~/sh/diwg_chk

# Debugging and Benchmarking:
# ncchecker ~/nco/data/in.nc ~/nco/data/in_4.nc 
# ncchecker ~/data/bm/elmv2_ne30pg2l15.nc
# ncchecker ~/data/hdf/MODIS_L2N_20140304T1120.nc > ~/diwg.txt 2>&1 &
# ncchecker ~/data/hdf/OMI-Aura_L2-OMAERUV_2013m1004t2338-o49057_v003-2013m1005t053932.nc

# Production usage:
# ncchecker --dbg=1 ~/nco/data/in_4.nc > ~/diwg.txt 2>&1 &
# screen # Start screen
# ncchecker --dbg=1 ~/nco/data/in_4.nc > ~/diwg.txt 2>&1 &
# Ctl-A D # Detach screen
# tail ~/diwg.txt # Monitor progress
# screen -ls # List screens
# screen -r <ID> # Re-attach screen

# Configure paths at High-Performance Computer Centers (HPCCs) based on ${HOSTNAME}
if [ -z "${HOSTNAME}" ]; then
    if [ -f /bin/hostname ] && [ -x /bin/hostname ]; then
	export HOSTNAME=`/bin/hostname`
    elif [ -f /usr/bin/hostname ] && [ -x /usr/bin/hostname ]; then
	export HOSTNAME=`/usr/bin/hostname`
    fi # !hostname
fi # HOSTNAME

# Set NCO version and directory
nco_exe=`which ncks`
if [ -z "${nco_exe}" ]; then
    echo "${spt_nm}: ERROR Unable to find NCO, \${nco_exe} = ${nco_exe}"
    echo "${spt_nm}: HINT Carefully examine your environment setup (e.g., .bashrc) to avoid inadvertently overriding (with, e.g., conda-initialization) paths intended to be provided by an analysis-package environment (e.g., Anaconda)"
    exit 1
fi # !nco_exe
# StackOverflow method finds NCO directory
while [ -h "${nco_exe}" ]; do
  drc_nco="$( cd -P "$( dirname "${nco_exe}" )" && pwd )"
  nco_exe="$(readlink "${nco_exe}")"
  [[ ${nco_exe} != /* ]] && nco_exe="${drc_nco}/${nco_exe}"
done
drc_nco="$( cd -P "$( dirname "${nco_exe}" )" && pwd )"
nco_vrs=$(ncks --version 2>&1 > /dev/null | grep NCO | awk '{print $5}')
nco_sng=$(ncks --version 2>&1 > /dev/null | grep NCO | awk -F '"' '{print $2}')

# 20190218: Die quickly when NCO is found yet cannot run, e.g., due to linker errors
if [ -z "${nco_vrs}" ]; then
    echo "${spt_nm}: ERROR ${nco_exe} dies with error message on next line:"
    $(ncks --version)
    exit 1
fi # !nco_vrs
lbr_vrs=$(ncks --library 2>&1 > /dev/null | awk '{print $6}')

# When running in a terminal window (not in an non-interactive batch queue)...
if [ -n "${TERM}" ]; then
    # Set fonts for legibility
    if [ -x /usr/bin/tput ] && tput setaf 1 &> /dev/null; then
	fnt_bld=`tput bold` # Bold
	fnt_nrm=`tput sgr0` # Normal
	fnt_rvr=`tput smso` # Reverse
	fnt_tlc=`tput sitm` # Italic
    else
	fnt_bld="\e[1m" # Bold
	fnt_nrm="\e[0m" # Normal
	fnt_rvr="\e[07m" # Reverse
	fnt_tlc="\e[3m" # Italic
    fi # !tput
fi # !TERM
    
# Defaults for command-line options and some derived variables
# Modify these defaults to save typing later
caseid='elmforc.ERA5.c2018.0.25d' # [sng] Case ID
dbg_lvl=0 # [nbr] Debugging level
drc_in='' # [sng] Input file directory
drc_in_xmp="${DATA}/era5/data_raw/1979" # [sng] Input file directory for examples
drc_out='' # [sng] Output file directory
drc_out_xmp="${DATA}/era5/data_out" # [sng] Output file directory for examples
inp_aut='No' # [sng] Input file list automatically generated
inp_glb='No' # [sng] Input file list from globbing directory 
inp_psn='No' # [sng] Input file list from positional arguments
inp_std='No' # [sng] Input file list from stdin
nco_opt='' # [sng] NCO options (e.g., '-6 -t 1')
tst_flg='Yes' # [flg] Trigger test-selection code
tst_lst='bnd,chr,mss,nan,tm,xtn' # [sng] Tests to conduct (subset of bnd,chr,mss,nan,tm,xtn)
vrs_prn='No' # [sng] Print version information

# NCO filters documented in http://nco.sf.net/nco.html#filter
function ncvarlst { ncks --trd -m ${1} | grep -E ': type' | cut -f 1 -d ' ' | sed 's/://' | sort ; }
function ncdmnlst { ncks --cdl -m ${1} | cut -d ':' -f 1 | cut -d '=' -s -f 1 ; }

function fnc_usg_prn { # NB: dash supports fnc_nm (){} syntax, not function fnc_nm{} syntax
    # Print usage
    printf "${fnt_rvr}Basic usage:\n${fnt_nrm}${fnt_bld}${spt_nm} in.nc${fnt_nrm} # Default settings\n"
    printf "${fnt_bld}${spt_nm} -t bnd,nan${fnt_nrm} # Short option syntax with explicit tests\n"
    printf "${fnt_bld}${spt_nm} --tst=bnd,nan${fnt_nrm} # Long options with with explicit tests\n"
    echo "Command-line options [long-option synonyms in ${fnt_tlc}italics${fnt_nrm}]:"
#    echo "${fnt_rvr}-3${fnt_nrm}          Output file format CLASSIC (netCDF3 classic CDF1) [${fnt_tlc}fl_fmt, file_format=classic${fnt_nrm}]"
#    echo "${fnt_rvr}-4${fnt_nrm}          Output file format NETCDF4 (netCDF4 extended HDF5) [${fnt_tlc}fl_fmt, file_format=netcdf4${fnt_nrm}]"
#    echo "${fnt_rvr}-5${fnt_nrm}          Output file format 64BIT_DATA (netCDF3/PnetCDF CDF5) [${fnt_tlc}fl_fmt, file_format=64bit_data${fnt_nrm}]"
#    echo "${fnt_rvr}-6${fnt_nrm}          Output file format 64BIT_OFFSET (netCDF3 64bit CDF2) [${fnt_tlc}fl_fmt, file_format=64bit_offset${fnt_nrm}]"
#    echo "${fnt_rvr}-7${fnt_nrm}          Output file format NETCDF4_CLASSIC (netCDF4 classic HDF5) [${fnt_tlc}fl_fmt, file_format=netcdf4_classic${fnt_nrm}]"
#    echo "${fnt_rvr}-c${fnt_nrm} ${fnt_bld}caseid${fnt_nrm}   Case ID string to generate output filenames (default ${fnt_bld}${caseid}${fnt_nrm}) [${fnt_tlc}caseid, case_id, case${fnt_nrm}]"
    echo "${fnt_rvr}-d${fnt_nrm} ${fnt_bld}dbg_lvl${fnt_nrm}  Debug level (default ${fnt_bld}${dbg_lvl}${fnt_nrm}) [${fnt_tlc}dbg_lvl, dbg, debug, debug_level${fnt_nrm}]"
    echo "${fnt_rvr}-i${fnt_nrm} ${fnt_bld}drc_in${fnt_nrm}   Input directory (default ${fnt_bld}${drc_in}${fnt_nrm}) [${fnt_tlc}drc_in, in_drc, dir_in, in_dir, input${fnt_nrm}]"
#    echo "${fnt_rvr}-j${fnt_nrm} ${fnt_bld}job_nbr${fnt_nrm}  Job simultaneity for parallelism (default ${fnt_bld}${job_nbr}${fnt_nrm}) [${fnt_tlc}job_nbr, job_number, jobs${fnt_nrm}]"
#    echo "${fnt_rvr}-o${fnt_nrm} ${fnt_bld}drc_out${fnt_nrm}  Output directory (default ${fnt_bld}${drc_out}${fnt_nrm}) [${fnt_tlc}drc_out, out_drc, dir_out, out_dir, output${fnt_nrm}]"
    echo "${fnt_rvr}-p${fnt_nrm} ${fnt_bld}par_typ${fnt_nrm}  Parallelism type (default ${fnt_bld}${par_typ}${fnt_nrm}) [${fnt_tlc}par_typ, par_md, parallel_type, parallel_mode, parallel${fnt_nrm}] [${fnt_tlc}serial | background | mpi${fnt_nrm}]"
#    echo " ${fnt_bld}--tpd_out${fnt_nrm}  Timesteps-per-day in output (default ${fnt_bld}${tpd_out}${fnt_nrm}) [${fnt_tlc}tpd_out, tpd, timesteps_per_day${fnt_nrm}]"
    echo " ${fnt_bld}--tests${fnt_nrm}    Tests to conduct ('none' means none) (default ${fnt_bld}${tst_lst}${fnt_nrm} [${fnt_tlc}tst_lst, tst, test_list${fnt_nrm}]"
    echo "${fnt_rvr}-v${fnt_nrm} ${fnt_bld}var_lst${fnt_nrm}  Variable list (empty means all) (default ${fnt_bld}${var_lst}${fnt_nrm}) [${fnt_tlc}var_lst, variable_list, var, vars, variable, variables${fnt_nrm}]"
    echo " ${fnt_bld}--version${fnt_nrm}  Version and configuration information [${fnt_tlc}version, vrs, config, configuration, cnf${fnt_nrm}]"
    echo "${fnt_rvr}-x${fnt_nrm} ${fnt_bld}--xcl_var${fnt_nrm}  Exclude rather than extract var_lst [${fnt_tlc}xcl_var, xcl, exclude, exclude_variables${fnt_nrm}]"
    printf "\n"
    printf "${fnt_rvr}Examples:${fnt_nrm}\n"
    printf "${fnt_bld}${spt_nm} in1.nc in2.nc${fnt_nrm} # Run all tests on two files\n"
    printf "${fnt_bld}${spt_nm} -v var1,var2 in1.nc # Check only two variables\n"
    printf "${fnt_bld}${spt_nm} *.nc${fnt_nrm} # Glob input files via wildcard\n"
    printf "${fnt_bld}ls *.nc | ${spt_nm}${fnt_nrm} # Input files via stdin\n"
    printf "${fnt_bld}${spt_nm} --dbg=2 *.nc${fnt_nrm} # Debug ${spt_nm}\n"
    printf "${fnt_bld}${spt_nm} --tests=nan,mss *.nc # Select only two tests\n"
    printf "${fnt_bld}${spt_nm} --tests=xtn,tm,nan,mss,chr,bnd *.nc${fnt_nrm} # Change test ordering\n"
    printf "${fnt_bld}${spt_nm} "file://${HOME}/in_zarr4#mode=nczarr,file"${fnt_nrm} # Check Zarr object(s)\n"
    printf "\nComplete documentation at http://nco.sf.net/nco.html#${spt_nm}\n\n"
    exit 1
} # !fnc_usg_prn()

# Check argument number and complain accordingly
arg_nbr=$#
#printf "\ndbg: Number of arguments: ${arg_nbr}"
if [ ${arg_nbr} -eq 0 ]; then
  fnc_usg_prn
fi # !arg_nbr

# Parse command-line options:
# http://stackoverflow.com/questions/402377/using-getopts-in-bash-shell-script-to-get-long-and-short-command-line-options (see method by Adam Katz)
# http://tuxtweaks.com/2014/05/bash-getopts
while getopts :34567c:d:f:i:o:p:s:v:x-: OPT; do
    case ${OPT} in
	3) fl_fmt='3' ;; # File format
	4) fl_fmt='4' ;; # File format
	5) fl_fmt='5' ;; # File format
	6) fl_fmt='6' ;; # File format
	7) fl_fmt='7' ;; # File format
	c) caseid="${OPTARG}" ;; # CASEID
	d) dbg_lvl="${OPTARG}" ;; # Debugging level
	f) fml_nm_usr="${OPTARG}" ;; # Family name
	i) drc_in="${OPTARG}" ;; # Input directory
	o) drc_out_usr="${OPTARG}" ;; # Output directory
	p) par_typ="${OPTARG}" ;; # Parallelism type
	v) var_lst="${OPTARG}" ;; # Variables
	x) xcl_flg='Yes' ;; # Exclude variable list
	-) LONG_OPTARG="${OPTARG#*=}"
	   case ${OPTARG} in
	       # Hereafter ${OPTARG} is long argument key, and ${LONG_OPTARG}, if any, is long argument value
	       # Long options with no argument, no short option counterpart
	       # Long options with argument, no short option counterpart
	       # Long options with short counterparts, ordered by short option key
	       caseid=?* | case_id=?* | case=?* ) caseid="${LONG_OPTARG}" ;; # -c # CASEID
	       dbg_lvl=?* | dbg=?* | debug=?* | debug_level=?* ) dbg_lvl="${LONG_OPTARG}" ;; # -d # Debugging level
	       drc_in=?* | in_drc=?* | dir_in=?* | in_dir=?* | input=?* ) drc_in="${LONG_OPTARG}" ;; # -i # Input directory
	       drc_out=?* | out_drc=?* | dir_out=?* | out_dir=?* | output=?* ) drc_out_usr="${LONG_OPTARG}" ;; # -o # Output directory
	       fl_fmt=?* | fmt_out=?* | file_format=?* | format_out=?* ) fl_fmt="${LONG_OPTARG}" ;; # # Output file format
	       fml_nm=?* | fml=?* | family_name=?* | family=?* ) fml_nm_usr="${LONG_OPTARG}" ;; # -f # Family name
	       hrd_pth | hard_path | npo | nco_path_override ) hrd_pth='Yes' ;; # # Use hard-coded paths on known machines (intentional no-op because already handled prior to getopt())
	       hrd_pth=?* | hard_path=?* | npo=?* | nco_path_override=?* ) echo "No argument allowed for --${OPTARG switch}" >&2; exit 1 ;; # # Use hard-coded paths on known machines
	       job_nbr=?* | job_number=?* | jobs=?* ) job_usr="${LONG_OPTARG}" ;; # -j # Job simultaneity
	       par_typ=?* | par_md=?* | parallel_type=?* | parallel_mode=?* | parallel=?* ) par_typ="${LONG_OPTARG}" ;; # -p # Parallelism type
	       tests=?* | tst_lst=?* | tst=?* | test_list=?* ) tst_lst="${LONG_OPTARG}" ;; # # Tests to conduct
	       tpd_out=?* | tpd=?* | timesteps_per_day=?* ) tpd_usr="${LONG_OPTARG}" ;; # # Timesteps-per-day in output
	       var_lst=?* | variable_list=?* | var=?* | vars=?* | variable=?* | variables=?* ) var_lst="${LONG_OPTARG}" ;; # -v # Variables
	       version | vrs | config | configuration | cnf ) vrs_prn='Yes' ;; # # Print version information
	       version=?* | vrs=?* | config=?* | configuration=?* | cnf=?* ) echo "No argument allowed for --${OPTARG switch}" >&2; exit 1 ;; # # Print version information
	       xcl_var | xcl | exclude | exclude_variables ) xcl_flg='Yes' ;; # # Exclude rather than extract variable list
	       xcl_var=?* | xcl=?* | exclude=?* | exclude_variables=?* ) echo "No argument allowed for --${OPTARG switch}" >&2; exit 1 ;; # # Exclude rather than extract variable list
               '' ) break ;; # "--" terminates argument processing
               * ) printf "\nERROR: Unrecognized option ${fnt_bld}--${OPTARG}${fnt_nrm}\n" >&2; fnc_usg_prn ;;
	   esac ;; # !OPTARG
	\?) # Unrecognized option
	    printf "\nERROR: Option ${fnt_bld}-${OPTARG}${fnt_nrm} not recognized\n" >&2
	    fnc_usg_prn ;;
    esac # !OPT
done # !getopts
shift $((OPTIND-1)) # Advance one argument
psn_nbr=$#
if [ ${psn_nbr} -ge 1 ]; then
    inp_psn='Yes'
    # 20200430 Input files on command-line mean we need not check standard-input
    std_chk='No'
fi # !psn_nbr

if [ ${vrs_prn} = 'Yes' ]; then
    printf "${spt_nm}, runs DIWG recommendation compliance checks, version ${nco_vrs} \"${nco_sng}\"\n"
    printf "Authors: \n"
    printf "Config: ${spt_nm} script located in directory ${drc_spt}\n"
    printf "Config: NCO binaries located in directory ${drc_nco}, linked to netCDF library version ${lbr_vrs}\n"
    if [ "${hrd_pth_fnd}" = 'Yes' ]; then
	printf "Config: Employ NCO machine-dependent hardcoded paths/modules for ${HOSTNAME}. (If desired, turn-off NCO hardcoded paths with \"export NCO_PATH_OVERRIDE=No\").\n"
    else
	printf "Config: No hardcoded machine-dependent path/module overrides. (If desired, turn-on NCO hardcoded paths at supported national labs with \"export NCO_PATH_OVERRIDE=Yes\").\n"
    fi # !hrd_pth_fnd
    exit 0
fi # !vrs_prn

# Determine mode first (this helps determine other defaults)
if [ ${tst_lst} = 'none' ]; then
    tst_nbr=0
    tst_flg='No'
fi # !tst_lst

if [ -z "${drc_in}" ]; then
    drc_in="${drc_pwd}"
else # !drc_in
    if [ ! -d "${drc_in}" ]; then
	echo "${spt_nm}: ERROR specified input directory \"${drc_in}\" does not exist"
	exit 1
    fi # !drc_in
    drc_in_usr='Yes'
fi # !drc_in

# 20170807 Custom tests (code borrowed from ncremap seasons (csn) treatment)
if [ "${tst_flg}" = 'Yes' ]; then

    # Standard test enumeration
    # Index into test definition table
    tst_idx_srt=0 # [idx] Starting index for test enumeration
    tst_bnd=0
    tst_chr=1
    tst_mss=2
    tst_nan=3
    tst_tm=4
    tst_xtn=5
    tst_nbr_max=6 # [nbr] Maximum number of tests in definitions database

    # Test abbreviations, uppercase
    tst_abb[${tst_bnd}]='BND'
    tst_abb[${tst_chr}]='CHR'
    tst_abb[${tst_mss}]='MSS'
    tst_abb[${tst_nan}]='NAN'
    tst_abb[${tst_tm}]='TM'
    tst_abb[${tst_xtn}]='XTN'

    # Test abbreviations, lowercase
    tst_abb_lc[${tst_bnd}]='bnd'
    tst_abb_lc[${tst_chr}]='chr'
    tst_abb_lc[${tst_mss}]='mss'
    tst_abb_lc[${tst_nan}]='nan'
    tst_abb_lc[${tst_tm}]='tm'
    tst_abb_lc[${tst_xtn}]='xtn'

    # Recommendation (i.e., short exhortation) in ESDS RFC Title
    tst_rcm[${tst_bnd}]='Use CF Bounds Attributes'
    tst_rcm[${tst_chr}]='Identifier names shall comply with this regular expression: [A-Za-z][A-Za-z0-9_]*'
    tst_rcm[${tst_mss}]='Avoid use of the missing_value attribute in new Earth Science data products'
    tst_rcm[${tst_nan}]='Earth Science data products should avoid using Not-a-Number (NaN) in any field values or as an indicator of missing or invalid data'
    tst_rcm[${tst_tm}]='Use Double Precision When Archiving Time in Seconds Since a Specific Epoch'
    tst_rcm[${tst_xtn}]='Files created with the HDF5, HDF-EOS5, or netCDF APIs should have filename extensions \"h5\", \"he5\", or \"nc\", respectively'
    
    # ESDS RFC Recommendation Number
    tst_rfc[${tst_bnd}]='2.3'
    tst_rfc[${tst_chr}]='3.1'
    tst_rfc[${tst_mss}]='4.2'
    tst_rfc[${tst_nan}]='3.7'
    tst_rfc[${tst_tm}]='4.11'
    tst_rfc[${tst_xtn}]='3.8'
    
    # ESDS RFC Recommendation URL
    tst_url[${tst_bnd}]='https://wiki.earthdata.nasa.gov/pages/viewpage.action?pageId=182296291'
    tst_url[${tst_chr}]='https://wiki.earthdata.nasa.gov/display/ESDSWG/Character+Set+for+User-Defined+Group%2C+Variable%2C+and+Attribute+names'
    tst_url[${tst_mss}]='https://wiki.earthdata.nasa.gov/display/ESDSWG/Avoid+Use+of+the+missing_value+Attribute'
    tst_url[${tst_nan}]='https://wiki.earthdata.nasa.gov/display/ESDSWG/Not-a-Number+%28NaN%29+Value'
    tst_url[${tst_tm}]='https://wiki.earthdata.nasa.gov/display/ESDSWG/Use+Double+Precision+When+Archiving+Time+in+Seconds+Since+a+Specific+Epoch'
    tst_url[${tst_xtn}]='https://wiki.earthdata.nasa.gov/pages/viewpage.action?pageId=182297715'
    
    # Test names "in English" (complete phrase "Test checks that ___")
    tst_ngl[${tst_bnd}]='coordinates have bounds attributes'
    tst_ngl[${tst_chr}]='identifier names comprised of legal characters'
    tst_ngl[${tst_mss}]='variables do not have missing_value attributes'
    tst_ngl[${tst_nan}]='data values do not contain NaN (or NaNf)'
    tst_ngl[${tst_tm}]='time variables are stored in double precision'
    tst_ngl[${tst_xtn}]='filename extension matches recommended list'

    # Test short names (complete phrase "___ check passed/failed")
    tst_sht[${tst_bnd}]='coordinate bounds'
    tst_sht[${tst_chr}]='character-set'
    tst_sht[${tst_mss}]='missing_value'
    tst_sht[${tst_nan}]='NaN'
    tst_sht[${tst_tm}]='precision of time variables'
    tst_sht[${tst_xtn}]='filename extension'
    
    # Test invocation options to ncks
    tst_opt[${tst_bnd}]='--chk_bnd'
    tst_opt[${tst_chr}]='--chk_chr'
    tst_opt[${tst_mss}]='--chk_mss'
    tst_opt[${tst_nan}]='--chk_nan'
    tst_opt[${tst_tm}]='--chk_tm'
    tst_opt[${tst_xtn}]='--chk_xtn'

    # Which tests are requested?
    # http://stackoverflow.com/questions/27702452/loop-through-a-comma-separated-shell-variable
    tst_nbr=0 # [sng] Number of tests to conduct
    for tst in ${tst_lst//,/ }; do
	tst_rqs[${tst_nbr}]=${tst}
	# NB: Requested seasons are 0-based, defined seasons are 0-based
	for ((tst_dfn_idx=${tst_idx_srt};tst_dfn_idx<${tst_nbr_max};tst_dfn_idx++)); do
	    if [[ "${tst}" =~ "${tst_abb[${tst_dfn_idx}]}" ]] || [[ "${tst}" =~ "${tst_abb_lc[${tst_dfn_idx}]}" ]]; then
		# Map requested to defined (r2d) tests and inverse (d2r)
		# map_r2d[0]=3 means first test that user requested (i.e., in tst_lst) is fourth defined in table
		# map_d2r[3]=0 means fourth defined test is first requested
		map_r2d[${tst_nbr}]=${tst_dfn_idx}
		map_d2r[${tst_dfn_idx}]=${tst_nbr}
		let tst_nbr=${tst_nbr}+1
		break
	    fi # !match
	done # !tst_dfn_idx
	if [ "${tst_dfn_idx}" -eq "${tst_nbr_max}" ]; then
	    printf "${spt_nm}: ERROR Requested test ${tst} not defined\n"
	    exit 1
	fi # !match
    done # !tst_lst

fi # !tst_flg

# Read files from stdin pipe, positional arguments, or directory glob
#printf "dbg: inp_aut  = ${inp_aut}\n"
#printf "dbg: inp_glb  = ${inp_glb}\n"
#printf "dbg: inp_psn  = ${inp_psn}\n"
#printf "dbg: inp_std  = ${inp_std}\n"

# Derived variables
if [ -n "${drc_out_usr}" ]; then
    chr_fst=${drc_out_usr:0:1}
    if [ "${chr_fst}" = '-' ]; then
	printf "${spt_nm}: WARNING first character of user-specified output directory drc_out is \"${chr_fst}\", which looks like an option itself. Be sure the ${spt_nm} '-O' option is followed by an argument that specifies the output directory for processed files. The '-O' option requires a pathname argument, and should not be confused with the '-O' flag (which takes no argument) used in the rest of NCO to force overwriting files (${spt_nm} automatically overwrites existing output files).\n"
    fi # !chr_fst
    # Fancy %/ syntax removes trailing slash (e.g., from $TMPDIR)
    drc_out="${drc_out_usr%/}"
fi # !drc_out_usr

# Doubly-derived variables

if [ ${inp_glb} = 'Yes' ]; then 
    for fl in "${drc_in}"/*.nc "${drc_in}"/*.nc3 "${drc_in}"/*.nc4 "${drc_in}"/*.nc5 "${drc_in}"/*.nc6 "${drc_in}"/*.nc7 "${drc_in}"/*.cdf "${drc_in}"/*.hdf "${drc_in}"/*.he5 "${drc_in}"/*.h5 ; do
	if [ -f "${fl}" ]; then
	    fl_in[${fl_nbr}]=${fl}
	    let fl_nbr=${fl_nbr}+1
	fi # !file
    done
fi # !inp_glb
if [ ${inp_psn} = 'Yes' ]; then
    # Read any positional arguments
    for ((psn_idx=1;psn_idx<=psn_nbr;psn_idx++)); do
	fl_in[(${psn_idx}-1)]=${!psn_idx}
	fl_nbr=${psn_nbr}
    done # !psn_idx
fi # !inp_psn
if [ ${inp_std} = 'Yes' ]; then
    # Input awaits on unit 0, i.e., on stdin
    while read -r line; do # NeR05 p. 179
	fl_in[${fl_nbr}]=${line}
	let fl_nbr=${fl_nbr}+1
    done < /dev/stdin
fi # !inp_std

# Create output directory
if [ -n "${drc_out}" ] && [ ! -d "${drc_out}" ]; then 
    chr_fst=${drc_out:0:1}
    if [ "${chr_fst}" = '-' ]; then
	echo "${spt_nm}: ERROR Attempting to mkdir user-specified output directory \"${drc_out}\" will fail because directory name begins with '-' which is an option indicator"
	echo "${spt_nm}: HINT Specify an output directory name that does not begin with '-'"
	exit 1
    fi # !chr_fst
    cmd_mkd="mkdir -p ${drc_out}"
    eval ${cmd_mkd}
    if [ "$?" -ne 0 ]; then
	printf "${spt_nm}: ERROR Failed to create output directory. Debug this:\n${cmd_mkd}\n"
	printf "${spt_nm}: HINT Creating a directory requires proper write permissions\n"
	exit 1
    fi # !err
fi # !drc_out

# Print initial state
if [ ${dbg_lvl} -ge 2 ]; then
    printf "dbg: dbg_lvl = ${dbg_lvl}\n"
    printf "dbg: drc_in  = ${drc_in}\n"
    printf "dbg: drc_out = ${drc_out}\n"
    printf "dbg: hrd_pth = ${hrd_pth}\n"
    printf "dbg: job_nbr = ${job_nbr}\n"
    printf "dbg: mpi_flg = ${mpi_flg}\n"
    printf "dbg: mpi_nbr = ${mpi_nbr}\n"
    printf "dbg: nco_opt = ${nco_opt}\n"
    printf "dbg: tst_lst = ${tst_lst}\n"
    printf "dbg: tst_nbr = ${tst_nbr}\n"
    printf "dbg: var_lst = ${var_lst}\n"
    printf "dbg: xcl_flg = ${xcl_flg}\n"
fi # !dbg
if [ ${dbg_lvl} -ge 2 ]; then
    psn_nbr=$#
    if [ ${psn_nbr} -ge 1 ]; then
	printf "dbg: Found ${psn_nbr} positional parameters (besides \$0):\n"
	for ((psn_idx=1;psn_idx<=psn_nbr;psn_idx++)); do
	    printf "dbg: psn_arg[${psn_idx}] = ${!psn_idx}\n"
	done # !psn_idx
    fi # !psn_nbr
    if [ "${fl_nbr}" -ge 1 ]; then
	printf "dbg: Processing ${fl_nbr} raw input files:\n"
	for ((fl_idx=0;fl_idx<fl_nbr;fl_idx++)); do
	    printf "dbg: fl_in[${fl_idx}] = ${fl_in[${fl_idx}]}\n"
	done # !fl_idx
    fi # !fl_nbr
fi # !dbg

# Human-readable summary
date_srt=$(date +"%s")
if [ ${dbg_lvl} -ge 0 ]; then
    printf "ncchecker, a DIWG recommendation compliance checker, invoked with command:\n"
    echo "${cmd_ln}"
    printf "Started DIWG checker at `date`\n"
    printf "# of recommendations that will be checked: ${tst_nbr}/${tst_nbr_max}\n"
    printf "Recommendations that will be checked: "
    for ((tst_idx=0;tst_idx<tst_nbr;tst_idx++)); do
	idx_dfn=${map_r2d[${tst_idx}]}
	printf "${tst_rfc[${idx_dfn}]} (${tst_sht[${idx_dfn}]}) "
    done # !tst_idx
    printf "\n"
fi # !dbg

if [ "${fl_nbr}" -lt 1 ]; then
    echo "${spt_nm}: ERROR Checker did not receive any input files, fl_nbr = ${fl_nbr}"
    exit 1
fi # fl_nbr

# Main Loop

# Prepend input directory string to filename
for ((fl_idx=0;fl_idx<fl_nbr;fl_idx++)); do
    fl_out[${fl_idx}]="${drc_out}/$(basename ${fl_in[${fl_idx}]})"
    #printf "fl_in[${fl_idx}]  = ${fl_in[${fl_idx}]}\n"
    #printf "fl_out[${fl_idx}] = ${fl_out[${fl_idx}]}\n"
    
    printf "\nChecking file #${fl_idx}: ${fl_in[${fl_idx}]} ...\n"
    
    for ((tst_idx=0;tst_idx<tst_nbr;tst_idx++)); do

	let tst_idxp1=${tst_idx}+1
	# Index of test in definition table
	idx_dfn=${map_r2d[${tst_idx}]}
	
	printf "\nTest ${tst_idxp1}: Check that ${tst_ngl[${idx_dfn}]} ...\n"
	printf "Recommendation ${tst_rfc[${idx_dfn}]}: ${tst_rcm[${idx_dfn}]}\n"
	echo "URL: ${tst_url[${idx_dfn}]}"
	[[ ${dbg_lvl} -ge 0 ]] && date_chr=$(date +"%s")
	
	cmd_tst[${fl_idx}]="ncks --dbg_lvl=${dbg_lvl} ${tst_opt[${idx_dfn}]} ${fl_in[${fl_idx}]}"
	
	if [ ${dbg_lvl} -ge 2 ]; then
	    echo ${cmd_tst[${fl_idx}]}
	fi # !dbg
	if [ ${dbg_lvl} -le 1 ]; then
	    if [ -z "${par_opt}" ]; then
		eval ${cmd_tst[${fl_idx}]}
		if [ "$?" -ne 0 ]; then
		    printf "Result: FAILURE ${tst_sht[${idx_dfn}]} check failed. Reproduce this single check with:\n${cmd_tst[${fl_idx}]}\n"
		else # !err
		    printf "Result: SUCCESS ${tst_sht[${idx_dfn}]} check passed.\n"
		fi # !err
	    else # !par_opt
		eval ${cmd_bnd[${fl_idx}]} ${par_opt} # eval always returns 0 on backgrounded processes
		bnd_pid[${fl_idx}]=$!
	    fi # !par_opt
	fi # !dbg
	
	if [ ${dbg_lvl} -ge 1 ]; then
	    date_crr=$(date +"%s")
	    date_dff=$((date_crr-date_chr))
	    echo "Elapsed time for ${tst_sht[${idx_dfn}]} check = $((date_dff/60))m$((date_dff % 60))s"
	fi # !dbg
	
    done # !tst_idx
    
done # !fl_idx

date_end=$(date +"%s")
if [ ${dbg_lvl} -ge 0 ]; then
    printf "\nCompleted DIWG Compliance Checker at `date`\n"
    date_dff=$((date_end-date_srt))
    echo "Elapsed time $((date_dff/60))m$((date_dff % 60))s"
fi # !dbg

exit 0