def __init__(self, **keywordArgs):
# Attributes
self.indexValue = keywordArgs.get("indexValue")
self.costEstimator = instantiateObject(
keywordArgs.get("costEstimator"),
**keywordArgs.get("costEstimatorInputDictionary"))
# TODO 'qoiEstimator' should be renamed
self.qoiEstimator = []
# qoi estimators
qoi_estimator_module = keywordArgs.get("qoiEstimator")
qoi_estimator_module_args = keywordArgs.get(
"qoiEstimatorInputDictionary")
for i, d in enumerate(qoi_estimator_module_args):
self.qoiEstimator.append(
instantiateObject(qoi_estimator_module[i], **d))
sampler_input_dict = keywordArgs.get("samplerInputDictionary")
sampler_input_dict["solverWrapperIndices"] = self.solverIndices()
self.sampler = instantiateObject(keywordArgs.get("sampler"),
**sampler_input_dict)
# TODO remove. Samples must be stored in self.data.
self.samples = keywordArgs.get("samples", None)
self.areSamplesStored = keywordArgs.get("areSamplesStored", False)
self.areSamplesRecycled = keywordArgs.get("areSamplesRecycled", True)
self.eventGroupSize = keywordArgs.get("eventGroupSize", None)
def __init__(self, **keywordArgs):
# Attributes
self.indexValue = keywordArgs.get('indexValue')
self.costEstimator = instantiateObject(
keywordArgs.get('costEstimator'),
**keywordArgs.get('costEstimatorInputDict'))
# TODO 'qoiEstimator' should be replaced with 'qoiEstimators'.
# It should also become a list of lists also but this will break
# things elsewhere in the code and should be done separately later
self.qoiEstimator = []
# qoi estimators
qoi_estimator_module = keywordArgs.get('qoiEstimator')
qoi_estimator_module_args = keywordArgs.get('qoiEstimatorInputDict')
for i in range(len(qoi_estimator_module)):
self.qoiEstimator.append(
instantiateObject(qoi_estimator_module[i],
**qoi_estimator_module_args[i]))
# combined estimators
combined_estimator_module = keywordArgs.get('combinedEstimator')
combined_estimator_module_args = keywordArgs.get(
'combinedEstimatorInputDict')
for i in range(len(combined_estimator_module)):
self.qoiEstimator.append(
instantiateObject(combined_estimator_module[i],
**combined_estimator_module_args[i]))
sampler_input_dict = keywordArgs.get('samplerInputDict')
sampler_input_dict['solverWrapperIndices'] = self.solverIndices()
self.sampler = instantiateObject(keywordArgs.get('sampler'),
**sampler_input_dict)
self.samples = keywordArgs.get('samples', None)
self.areSamplesStored = keywordArgs.get('areSamplesStored', False)
self.areSamplesRecycled = keywordArgs.get('areSamplesRecycled', True)
self.estimatorBatchSize = keywordArgs.get('estimatorBatchSize', 1)
def __init__(self, **keywordArgs):
# Attributes
self.indexValue = keywordArgs.get('indexValue')
self.costEstimator = instantiateObject(
keywordArgs.get('costEstimator'),
**keywordArgs.get('costEstimatorInputDictionary'))
# TODO 'qoiEstimator' should be renamed
self.qoiEstimator = []
# qoi estimators
qoi_estimator_module = keywordArgs.get('qoiEstimator')
qoi_estimator_module_args = keywordArgs.get(
'qoiEstimatorInputDictionary')
for i in range(len(qoi_estimator_module)):
self.qoiEstimator.append(
instantiateObject(qoi_estimator_module[i],
**qoi_estimator_module_args[i]))
# combined estimators
# TODO to be removed (see issue #23)
combined_estimator_module = keywordArgs.get('combinedEstimator', None)
combined_estimator_module_args = keywordArgs.get(
'combinedEstimatorInputDictionary')
if combined_estimator_module is not None:
warnings.warn((
'combinedEstimator and combinedEstimatorInputDictionary are '
'deprecated. Use qoiEstimator and qoiEstimatorInputDictionary '
'instead. Retro-compatibility is ensured only until 2020-08.'),
FutureWarning)
for i in range(len(combined_estimator_module)):
self.qoiEstimator.append(
instantiateObject(combined_estimator_module[i],
**combined_estimator_module_args[i]))
sampler_input_dict = keywordArgs.get('samplerInputDictionary')
sampler_input_dict['solverWrapperIndices'] = self.solverIndices()
self.sampler = instantiateObject(keywordArgs.get('sampler'),
**sampler_input_dict)
# TODO remove. Samples must be stored in self.data.
self.samples = keywordArgs.get('samples', None)
self.areSamplesStored = keywordArgs.get('areSamplesStored', False)
self.areSamplesRecycled = keywordArgs.get('areSamplesRecycled', True)
self.eventGroupSize = keywordArgs.get('eventGroupSize', None)
# TODO To be removed after scripts have been updated.
# Deprecated, left for compatibility.
deprecatedGroupSize = keywordArgs.get('estimatorBatchSize', None)
if self.eventGroupSize is None and deprecatedGroupSize is not None:
self.eventGroupSize = deprecatedGroupSize
warnings.warn((
'estimatorBatchSize is deprecated. Use eventGroupSize instead.'
'Retro-compatibility is ensured only until 2020-08.'),
FutureWarning)
def __init__(self, **keywordArgs):
# Attributes
self.randomGenerator = instantiateObject(
keywordArgs.get('randomGenerator'),
**keywordArgs.get('randomGeneratorInputDict'))
self.qoiProcessor = dynamicImport(
keywordArgs.get('qoiProcessor', 'xmc.tools.returnInput'))
solver_wrapper_indices = keywordArgs.get('solverWrapperIndices')
self.solvers = []
for sw_index in solver_wrapper_indices:
keywordArgs['solverWrapperInputDict']['index'] = sw_index
self.solvers.append(
instantiateObject(keywordArgs.get('solverWrapper'),
**keywordArgs.get('solverWrapperInputDict')))
def __init__(self, **keywordArgs):
# Attributes
self.randomGenerator = instantiateObject(
keywordArgs.get("randomGenerator"),
**keywordArgs.get("randomGeneratorInputDictionary"),
)
self.qoiProcessor = dynamicImport(
keywordArgs.get("qoiProcessor", "xmc.tools.returnInput"))
solver_wrapper_indices = keywordArgs.get("solverWrapperIndices")
self.solvers = []
for sw_index in solver_wrapper_indices:
keywordArgs["solverWrapperInputDictionary"]["index"] = sw_index
self.solvers.append(
instantiateObject(
keywordArgs.get("solverWrapper"),
**keywordArgs.get("solverWrapperInputDictionary"),
))
def __init__(self, **keywordArgs):
# Attributes
self.indexValue = keywordArgs.get("indexValue")
self.costEstimator = instantiateObject(
keywordArgs.get("costEstimator"),
**keywordArgs.get("costEstimatorInputDictionary"))
# TODO 'qoiEstimator' should be renamed
self.qoiEstimator = []
# qoi estimators
qoi_estimator_module = keywordArgs.get("qoiEstimator")
qoi_estimator_module_args = keywordArgs.get(
"qoiEstimatorInputDictionary")
for i in range(len(qoi_estimator_module)):
self.qoiEstimator.append(
instantiateObject(qoi_estimator_module[i],
**qoi_estimator_module_args[i]))
# combined estimators
# TODO to be removed (see issue #23)
combined_estimator_module = keywordArgs.get("combinedEstimator", None)
combined_estimator_module_args = keywordArgs.get(
"combinedEstimatorInputDictionary")
if combined_estimator_module is not None:
warnings.warn(
("combinedEstimator and combinedEstimatorInputDictionary are "
"deprecated. Use qoiEstimator and qoiEstimatorInputDictionary "
"instead. Retro-compatibility is ensured only until 2021-06."
),
FutureWarning,
)
for i in range(len(combined_estimator_module)):
self.qoiEstimator.append(
instantiateObject(combined_estimator_module[i],
**combined_estimator_module_args[i]))
sampler_input_dict = keywordArgs.get("samplerInputDictionary")
sampler_input_dict["solverWrapperIndices"] = self.solverIndices()
self.sampler = instantiateObject(keywordArgs.get("sampler"),
**sampler_input_dict)
# TODO remove. Samples must be stored in self.data.
self.samples = keywordArgs.get("samples", None)
self.areSamplesStored = keywordArgs.get("areSamplesStored", False)
self.areSamplesRecycled = keywordArgs.get("areSamplesRecycled", True)
self.eventGroupSize = keywordArgs.get("eventGroupSize", None)
