def create_monsoon_wang_parser():
P = PMPParser()
P.use("--modnames")
P.use("--results_dir")
P.use("--reference_data_path")
P.use("--test_data_path")
P.add_argument("--outnj",
"--outnamejson",
type=str,
dest='outnamejson',
default='monsoon_wang.json',
help="Output path for jsons")
P.add_argument("-e",
"--experiment",
type=str,
dest='experiment',
default='historical',
help="AMIP, historical or picontrol")
P.add_argument("-c",
"--MIP",
type=str,
dest='mip',
default='CMIP5',
help="put options here")
P.add_argument("--ovar",
dest='obsvar',
default='pr',
help="Name of variable in obs file")
P.add_argument("-v",
"--var",
dest='modvar',
default='pr',
help="Name of variable in model files")
P.add_argument("-t",
"--threshold",
default=2.5 / 86400.,
type=float,
help="Threshold for a hit when computing skill score")
P.add_argument("--cmec",
dest="cmec",
default=False,
action="store_true",
help="Use to save CMEC format metrics JSON")
P.add_argument("--no_cmec",
dest="cmec",
default=False,
action="store_false",
help="Do not save CMEC format metrics JSON")
P.set_defaults(cmec=False)
return P
def create_monsoon_wang_parser():
P = PMPParser()
P.use("--modpath")
P.use("--modnames")
P.use("--results_dir")
P.use("--reference_data_path")
P.add_argument("--outpj",
"--outpathjsons",
type=str,
dest='outpathjsons',
default='.',
help="Output path for jsons")
P.add_argument("--outnj",
"--outnamejson",
type=str,
dest='jsonname',
default='out.json',
help="Output path for jsons")
P.add_argument("-e",
"--experiment",
type=str,
dest='experiment',
default='historical',
help="AMIP, historical or picontrol")
P.add_argument("-c",
"--MIP",
type=str,
dest='mip',
default='CMIP5',
help="put options here")
P.add_argument("--ovar",
dest='obsvar',
default='pr',
help="Name of variable in obs file")
P.add_argument("-v",
"--var",
dest='modvar',
default='pr',
help="Name of variable in model files")
P.add_argument("-t",
"--threshold",
default=2.5 / 86400.,
type=float,
help="Threshold for a hit when computing skill score")
return P
def create_monsoon_wang_parser():
P = PMPParser()
P.use("--modpath")
P.use("--modnames")
P.use("--results_dir")
P.use("--reference_data_path")
P.add_argument("--outpj", "--outpathjsons",
type=str,
dest='outpathjsons',
default='.',
help="Output path for jsons")
P.add_argument("--outnj", "--outnamejson",
type=str,
dest='jsonname',
default='out.json',
help="Output path for jsons")
P.add_argument("-e", "--experiment",
type=str,
dest='experiment',
default='historical',
help="AMIP, historical or picontrol")
P.add_argument("-c", "--MIP",
type=str,
dest='mip',
default='CMIP5',
help="put options here")
P.add_argument("--ovar",
dest='obsvar',
default='pr',
help="Name of variable in obs file")
P.add_argument("-v", "--var",
dest='modvar',
default='pr',
help="Name of variable in model files")
P.add_argument("-t", "--threshold",
default=2.5 / 86400.,
type=float,
help="Threshold for a hit when computing skill score")
return P
#!/usr/bin/env python
import cdms2
import numpy
import sys
import os
from genutil import statistics
from pcmdi_metrics.pcmdi.pmp_parser import PMPParser
from pcmdi_metrics.monsoon_wang import mpd, mpi_skill_scores
import pcmdi_metrics
import collections
import glob
P = PMPParser()
P.use("--modpath")
P.use("--modnames")
P.use("--results_dir")
P.use("--reference_data_path")
P.add_argument("--outpj",
"--outpathjsons",
type=str,
dest='outpathjsons',
default='.',
help="Output path for jsons")
P.add_argument("--outnj",
"--outnamejson",
type=str,
dest='jsonname',
default='out.json',