def initialize_site_forecasts(api, site):
"""
Create a forecasts for each variable measured at the site
Parameters
----------
api : solarforecastarbiter.io.api.APISession
An active Reference user session.
site : datamodel.Site
The site object for which to create Forecasts.
"""
try:
extra_params = common.decode_extra_parameters(site)
except ValueError:
logger.warning('Cannot create reference observations at PVDAQ site '
f'{site.name}, missing required parameters.')
return
site_api_id = int(extra_params['network_api_id'])
with open(DEFAULT_SITEFILE) as fp:
obs_metadata = json.load(fp)['observations']
obs_vars = []
for obs in obs_metadata:
obs_extra_params = json.loads(obs['extra_parameters'])
if obs_extra_params['network_api_id'] == site_api_id:
obs_vars.append(obs['variable'])
common.create_forecasts(api, site, obs_vars,
default_forecasts.TEMPLATE_FORECASTS)
def initialize_site_forecasts(api, site):
"""
Create a forecasts for each variable in DOE_RTC_VARIABLE_MAP at each site
Parameters
----------
api : solarforecastarbiter.io.api.APISession
An active Reference user session.
site : datamodel.Site
The site object for which to create Forecasts.
"""
common.create_forecasts(api, site, DOE_RTC_VARIABLE_MAP.values(),
default_forecasts.TEMPLATE_FORECASTS)
def initialize_site_forecasts(api, site):
"""
Create forecasts for each variable in surfrad_variables at the site
Parameters
----------
api : solarforecastarbiter.io.api.APISession
An active Reference user session.
site : datamodel.Site
The site object for which to create Forecasts.
"""
common.create_forecasts(api, site, surfrad_variables,
default_forecasts.TEMPLATE_FORECASTS)
def initialize_site_forecasts(api, site):
"""Creates a forecast at the site.
Parameters
----------
api : solarforecastarbiter.io.api.APISession
API Session object, authenticated for the Reference user.
site : solarforecastarbiter.datamodel.Site
The site object for which to create the Observations.
"""
common.create_forecasts(
api, site, ["net_load"],
default_forecasts.TEMPLATE_NETLOAD_PERSISTENCE_FORECASTS)
def initialize_site_forecasts(api, site):
"""
Create a forecasts for each variable measured at the site
Parameters
----------
api : :py:class:`solarforecastarbiter.io.api.APISession`
An active Reference user session.
site : :py:class:`solarforecastarbiter.datamodel.Site`
The site object for which to create Forecasts.
"""
variables = list(srml_variable_map.values())
if isinstance(site, SolarPowerPlant):
variables += ['ac_power', 'dc_power']
common.create_forecasts(api, site, variables,
default_forecasts.TEMPLATE_FORECASTS)
def initialize_site_forecasts(api, site):
"""
Create a forecast for each variable at the site.
Parameters
----------
api : solarforecastarbiter.io.api.APISession
An active Reference user session.
site : datamodel.Site
The site object for which to create Forecasts.
"""
try:
site_extra_params = common.decode_extra_parameters(site)
except ValueError:
logger.error('Failed to initialize reference forecasts for '
f'{site.name} extra parameters could not be loaded.')
return
site_arm_vars = _determine_site_vars(site_extra_params['network_api_id'])
sfa_vars = [DOE_ARM_VARIABLE_MAP[v] for v in site_arm_vars]
common.create_forecasts(api, site, sfa_vars,
default_forecasts.TEMPLATE_FORECASTS)
def initialize_site_forecasts(api, site):
"""
Create a forecasts for each variable measured at the site
Parameters
----------
api : solarforecastarbiter.io.api.APISession
An active Reference user session.
site : datamodel.Site
The site object for which to create Forecasts.
"""
try:
extra_params = common.decode_extra_parameters(site)
except ValueError:
logger.warning('Cannot create reference observations at MIDC site '
f'{site.name}, missing required parameters.')
return
site_api_id = extra_params['network_api_id']
common.create_forecasts(
api, site, midc_config.midc_var_map[site_api_id].keys(),
default_forecasts.TEMPLATE_FORECASTS)
def initialize_site_forecasts(api, site):
"""
Create a forecast for each variable at the site.
Parameters
----------
api : solarforecastarbiter.io.api.APISession
An active Reference user session.
site : datamodel.Site
The site object for which to create Forecasts.
"""
try:
site_extra_params = common.decode_extra_parameters(site)
except ValueError:
logger.error('Failed to initialize reference forecasts for '
f'{site.name} extra parameters could not be loaded.')
return
site_vars = site_variables_from_extra_params(site_extra_params)
common.create_forecasts(api, site, site_vars,
default_forecasts.TEMPLATE_FORECASTS)
def test_create_forecasts(template_fx, mocker):
vars_ = ('ac_power', 'ghi')
api, template, site = template_fx
templates = [
template,
template.replace(extra_parameters=json.dumps(
{'is_reference_persistence_forecast': True}))
]
api.list_observations = mocker.MagicMock(
return_value=[site_test_observation.replace(site=site)])
create_nwp = mocker.spy(common, 'create_nwp_forecasts')
create_perst = mocker.spy(common, 'create_persistence_forecasts')
fxs = common.create_forecasts(api, site, vars_, templates)
assert len(fxs) == 3
assert create_nwp.call_count == 1
assert create_perst.call_count == 1
assert create_nwp.call_args[0][-1] == templates[:1]
assert create_perst.call_args[0][-1] == templates[-1:]
