def handle(infiles, tables, user_input_path, **kwargs):
"""
Parameters
----------
infiles (List): a list of strings of file names for the raw input data
tables (str): path to CMOR tables
user_input_path (str): path to user input json file
Returns
-------
var name (str): the name of the processed variable after processing is complete
"""
return handle_variables(metadata_path=user_input_path,
tables=tables,
table=TABLE,
infiles=infiles,
raw_variables=RAW_VARIABLES,
write_data=write_data,
outvar_name=VAR_NAME,
outvar_units=VAR_UNITS,
serial=kwargs.get('serial'),
levels=LEVELS,
logdir=kwargs.get('logdir'))
# ------------------------------------------------------------------
def handle(infiles, tables, user_input_path, **kwargs):
"""
Transform E3SM.TS into CMIP.ts
Parameters
----------
infiles (List): a list of strings of file names for the raw input data
tables (str): path to CMOR tables
user_input_path (str): path to user input json file
Returns
-------
var name (str): the name of the processed variable after processing is complete
"""
return handle_variables(
metadata_path=user_input_path,
tables=tables,
table=kwargs.get('table', TABLE),
infiles=infiles,
raw_variables=RAW_VARIABLES,
write_data=write_data,
outvar_name=VAR_NAME,
outvar_units=VAR_UNITS,
serial=kwargs.get('serial'),
positive=POSITIVE,
logdir=kwargs.get('logdir'),
simple=kwargs.get('simple'),
outpath=kwargs.get('outpath'))
def handle(infiles, tables, user_input_path, **kwargs):
return handle_variables(metadata_path=user_input_path,
tables=tables,
table=TABLE,
infiles=infiles,
raw_variables=RAW_VARIABLES,
write_data=write_data,
outvar_name=VAR_NAME,
outvar_units=VAR_UNITS,
serial=kwargs.get('serial'),
logdir=kwargs.get('logdir'))
def handle(infiles, tables, user_input_path, **kwargs):
return handle_variables(metadata_path=user_input_path,
tables=tables,
table=kwargs.get('table', TABLE),
infiles=infiles,
raw_variables=RAW_VARIABLES,
write_data=write_data,
outvar_name=VAR_NAME,
outvar_units=VAR_UNITS,
serial=kwargs.get('serial'),
positive=POSITIVE,
logdir=kwargs.get('logdir'),
simple=kwargs.get('simple'),
outpath=kwargs.get('outpath'))
def default_handler(infiles, tables, user_input_path, **kwargs):
RAW_VARIABLES = kwargs['raw_variables']
def write_data(varid, data, timeval, timebnds, index, **kwargs):
cmor.write(
varid,
data[ RAW_VARIABLES[0] ][index, :],
time_vals=timeval,
time_bnds=timebnds)
return handle_variables(
metadata_path=user_input_path,
tables=tables,
table=kwargs['table'],
infiles=infiles,
raw_variables=RAW_VARIABLES,
write_data=write_data,
outvar_name=kwargs['name'],
outvar_units=kwargs['units'],
serial=kwargs.get('serial'),
positive=kwargs.get('positive'),
logdir=kwargs.get('logdir'))
# ------------------------------------------------------------------
def default_handler(infiles, tables, user_input_path, **kwargs):
RAW_VARIABLES = kwargs['raw_variables']
unit_conversion = kwargs.get('unit_conversion')
def write_data(varid, data, timeval=None, timebnds=None, index=None, **kwargs):
if timeval is not None:
if unit_conversion is not None:
if unit_conversion == 'g-to-kg':
outdata = data[RAW_VARIABLES[0] ][index, :] / 1000.0
elif unit_conversion == '1-to-%':
outdata = data[RAW_VARIABLES[0] ][index, :] * 100.0
elif unit_conversion == 'm/s-to-kg/ms':
outdata = data[RAW_VARIABLES[0] ][index, :] * 1000
elif unit_conversion == '-1':
outdata = data[RAW_VARIABLES[0] ][index, :] * -1
else:
raise ValueError(f"{unit_conversion} isnt a supported unit conversion for default variables")
else:
outdata = data[ RAW_VARIABLES[0] ][index, :]
else:
if unit_conversion is not None:
if unit_conversion == 'g-to-kg':
outdata = data[RAW_VARIABLES[0] ] / 1000.0
elif unit_conversion == '1-to-%':
outdata = data[RAW_VARIABLES[0] ] * 100.0
elif unit_conversion == 'm/s-to-kg/ms':
outdata = data[RAW_VARIABLES[0] ] * 1000
elif unit_conversion == '-1':
outdata = data[RAW_VARIABLES[0] ] * -1
else:
raise ValueError(f"{unit_conversion} isnt a supported unit conversion for default variables")
else:
outdata = data[ RAW_VARIABLES[0] ]
if kwargs.get('simple'):
return outdata
if timeval:
cmor.write(
varid,
outdata,
time_vals=timeval,
time_bnds=timebnds)
else:
cmor.write(varid, outdata)
return outdata
return handle_variables(
metadata_path=user_input_path,
tables=tables,
table=kwargs['table'],
infiles=infiles,
raw_variables=RAW_VARIABLES,
write_data=write_data,
outvar_name=kwargs['name'],
outvar_units=kwargs['units'],
serial=kwargs.get('serial'),
positive=kwargs.get('positive'),
logdir=kwargs.get('logdir'),
simple=kwargs.get('simple'),
outpath=kwargs.get('outpath'))
# ------------------------------------------------------------------
