def _handler(self, request, response):
response.update_status("starting ...", 0)
# build esgf search constraints
constraints = dict(
model=request.inputs['model'][0].data,
experiment=request.inputs['experiment'][0].data,
time_frequency='mon',
cmor_table='Amon',
ensemble=request.inputs['ensemble'][0].data,
)
# generate recipe
response.update_status("generate recipe ...", 10)
recipe_file, config_file = runner.generate_recipe(
workdir=self.workdir,
diag='py_demo',
constraints=constraints,
start_year=request.inputs['start_year'][0].data,
end_year=request.inputs['end_year'][0].data,
output_format='png',
)
# run diag
response.update_status("running diag ...", 20)
logfile, plot_dir, work_dir = runner.run(recipe_file, config_file)
# recipe output
response.outputs['recipe'].output_format = FORMATS.TEXT
response.outputs['recipe'].file = recipe_file
# log output
response.outputs['log'].output_format = FORMATS.TEXT
response.outputs['log'].file = logfile
# result plot
response.update_status("collect output plot ...", 90)
response.outputs['output'].output_format = Format('application/png')
response.outputs['output'].file = runner.get_output(
plot_dir,
path_filter=os.path.join('diagnostic1', 'script1'),
name_filter="CMIP5*",
output_format="png")
response.outputs['data'].output_format = FORMATS.NETCDF
response.outputs['data'].file = runner.get_output(
work_dir,
path_filter=os.path.join('diagnostic1', 'script1'),
name_filter="CMIP5*",
output_format="nc")
response.update_status("done.", 100)
return response
def _handler(self, request, response):
response.update_status("starting ...", 0)
# build esgf search constraints
constraints = dict(
model=request.inputs['model'][0].data,
experiment=request.inputs['experiment'][0].data,
time_frequency='mon',
cmor_table='Amon',
ensemble=request.inputs['ensemble'][0].data,
)
# generate namelist
response.update_status("generate namelist ...", 10)
recipe_file, config_file = runner.generate_recipe(
diag='perfmetrics',
constraints=constraints,
start_year=request.inputs['start_year'][0].data,
end_year=request.inputs['end_year'][0].data,
output_format='pdf',
workdir=self.workdir,
)
# run diag
response.update_status("running diag ...", 20)
logfile, output_dir = runner.run(recipe_file, config_file)
# namelist output
response.outputs['namelist'].output_format = FORMATS.TEXT
response.outputs['namelist'].file = recipe_file
# log output
response.outputs['log'].output_format = FORMATS.TEXT
response.outputs['log'].file = logfile
# result plot
response.update_status("collect output plot ...", 90)
response.outputs['output'].output_format = Format('application/pdf')
response.outputs['output'].file = runner.get_output(
output_dir,
path_filter=os.path.join('ta850', 'cycle'),
name_filter="ta_cycle_monthlyclim__Glob",
output_format="pdf")
response.update_status("done.", 100)
return response
def _handler(self, request, response):
response.update_status("starting ...", 0)
workdir = self.workdir
# build esgf search constraints
constraints = dict(
model=request.inputs['model'][0].data,
experiment=request.inputs['experiment'][0].data,
time_frequency='day',
cmor_table='day',
ensemble=request.inputs['ensemble'][0].data,
)
#build options
options = dict(
frlim=request.inputs['frlim'][0].data,
plim=request.inputs['plim'][0].data,
)
# generate recipe
response.update_status("generate recipe ...", 10)
recipe_file, config_file = runner.generate_recipe(
workdir=workdir,
diag='consecdrydays',
constraints=constraints,
start_year=request.inputs['start_year'][0].data,
end_year=request.inputs['end_year'][0].data,
options=options,
output_format='png',
)
# recipe output
response.outputs['recipe'].output_format = FORMATS.TEXT
response.outputs['recipe'].file = recipe_file
# run diag
response.update_status("running diagnostic ...", 20)
result = runner.run(recipe_file, config_file)
response.outputs['success'].data = result['success']
# log output
response.outputs['log'].output_format = FORMATS.TEXT
response.outputs['log'].file = result['logfile']
# debug log output
response.outputs['debug_log'].output_format = FORMATS.TEXT
response.outputs['debug_log'].file = result['debug_logfile']
if result['success']:
try:
self.get_outputs(result, response)
except Exception as e:
response.update_status("exception occured: " + str(e), 85)
else:
LOGGER.exception('esmvaltool failed!')
response.update_status("exception occured: " + result['exception'],
85)
response.update_status("creating archive of diagnostic result ...", 90)
response.outputs['archive'].output_format = Format('application/zip')
response.outputs['archive'].file = runner.compress_output(
os.path.join(self.workdir, 'output'), 'diagnostic_result.zip')
response.update_status("done.", 100)
return response
def _handler(self, request, response):
response.update_status("starting ...", 0)
workdir = self.workdir
# build esgf search constraints
constraints = dict(
# model=request.inputs['model'][0].data, # currently not used in recipy
experiment='historical', # request.inputs['experiment'][0].data,
mip='Amon',
ensemble='r1i1p1' # request.inputs['ensemble'][0].data,
)
options = dict(
season=request.inputs['season'][0].data,
area=request.inputs['area'][0].data,
extreme=request.inputs['extreme'][0].data,
numclus=request.inputs['numclus'][0].data,
perc=request.inputs['perc'][0].data,
)
# generate recipe
response.update_status("generate recipe ...", 10)
recipe_file, config_file = runner.generate_recipe(
workdir=workdir,
diag='ensclus',
constraints=constraints,
start_year=request.inputs['start_year'][0].data,
end_year=request.inputs['end_year'][0].data,
output_format='png',
options=options,
)
# recipe output
response.outputs['recipe'].output_format = FORMATS.TEXT
response.outputs['recipe'].file = recipe_file
# run diag
response.update_status("running diagnostic ...", 20)
result = runner.run(recipe_file, config_file)
# log output
response.outputs['log'].output_format = FORMATS.TEXT
response.outputs['log'].file = result['logfile']
# debug log output
response.outputs['debug_log'].output_format = FORMATS.TEXT
response.outputs['debug_log'].file = result['debug_logfile']
response.outputs['success'].data = result['success']
if result['success']:
try:
self.get_outputs(result, response)
except Exception as e:
response.update_status("exception occured: " + str(e), 85)
else:
LOGGER.exception('esmvaltool failed!')
response.update_status("exception occured: " + result['exception'],
85)
response.update_status("creating archive of diagnostic result ...", 90)
response.outputs['archive'].output_format = Format('application/zip')
response.outputs['archive'].file = runner.compress_output(
os.path.join(workdir, 'output'), 'diagnostic_result.zip')
response.update_status("done.", 100)
return response