SG++-Doxygen-Documentation
python.uq.uq_setting.UQSetting.UQSetting Class Reference
Inheritance diagram for python.uq.uq_setting.UQSetting.UQSetting:

Public Member Functions

def __getattr__ (self, attr)
 
def __init__ (self)
 
def __len__ (self)
 
def __str__ (self)
 
def changeParamSetting (self, params)
 
def cleanUp (self)
 
def convert (self, params)
 
def createMemento (self)
 
def defineSamples (self, params)
 
def findEquivalent (self, sample, stats)
 
def fromJson (cls, jsonObject)
 
def getAvailableQoI (self)
 
def getDim (self)
 
def getPostprocessorStats (self)
 
def getPreprocessorStats (self)
 
def getPreprocessorStatsReverse (self)
 
def getResult (self, sample, ts=[0], qoi='_')
 
def getResults (self, qoi="_", sampleType=UQSampleType.RAW)
 
def getSamplesStats (self)
 
def getSimulationStats (self)
 
def getSize (self, item="postprocessor")
 
def getSpecification (self)
 
def getTimeDependentResults (self, ts, qoi='_', ps=None, sampleType=UQSampleType.RAW)
 
def getTimeSetting (self, q=None)
 
def getVerbose (self)
 
def hasResult (self, sample)
 
def hasTimeSetting (self)
 
def loadfile (self, filename)
 
def loadResults (self)
 
def merge (self, newSetting)
 
def mergeStats (self, newSetting)
 
def remove (self, sample)
 
def run (self, sample, writeToFile=False, args, kws)
 
def runPostprocessor (self)
 
def runSamples (self, samples, dist=False, args, kws)
 
def runSamples_dist (self, samples, starti=0, args, kws)
 
def runSamples_withoutDistribution (self, samples, args, kws)
 
def runSimulations (self)
 
def sanityCheck (self)
 
def setLastId (self, lastid)
 
def setMemento (self, memento)
 
def setPostprocessorStats (self, stats)
 
def setPreprocessorStats (self, stats)
 
def setPreprocessorStatsReverse (self, stats)
 
def setSamplesStats (self, value)
 
def setSimulationStats (self, stats)
 
def setSpecification (self, specification)
 
def setVerbose (self, verbose)
 
def split (self, n=500)
 
def toDataMatrix (self, ts=[0], qoi='_', dtype=SampleType.ACTIVEUNIT, sampleType=UQSampleType.RAW, args, kws)
 
def toJson (self)
 
def waitForResults (self)
 
def writeToFile (self, filename=None)
 

Public Attributes

 children
 
 expectedsamplecount
 
 files
 
 lastid
 
 parallelprocesses
 

Detailed Description

UQSetting class

Constructor & Destructor Documentation

def python.uq.uq_setting.UQSetting.UQSetting.__init__ (   self)
Constructor

References python.uq.analysis.asgc.ASGCDescriptor.ASGCDescriptor.__specification, python.uq.learner.builder.RegressorSpecificationDescriptor.RegressorSpecificationDescriptor.__specification, python.uq.uq_setting.UQBuilder.UQBuilder.__specification, python.uq.uq_setting.UQSetting.UQSetting.__specification, python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerDescriptor.__specification, python.learner.LearnerBuilder.LearnerBuilder.SpecificationDescriptor.__specification, python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse, python.uq.uq_setting.UQSetting.UQSetting.__stats_samples, python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation, python.uq.learner.SimulationLearner.SimulationLearner._verbose, python.uq.analysis.Analysis.Analysis._verbose, python.uq.uq_setting.UQSetting.UQSetting._verbose, and python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic._verbose.

Member Function Documentation

def python.uq.uq_setting.UQSetting.UQSetting.__getattr__ (   self,
  attr 
)
Overrides built-in method if method called is not a object
method of this Descriptor, most probably it's a method of the
specification so it tries to call the method from UQSpecification.
@param attr: String method name

References python.uq.analysis.asgc.ASGCDescriptor.ASGCDescriptor.__specification, python.uq.learner.builder.RegressorSpecificationDescriptor.RegressorSpecificationDescriptor.__specification, python.uq.uq_setting.UQBuilder.UQBuilder.__specification, python.uq.uq_setting.UQSetting.UQSetting.__specification, python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerDescriptor.__specification, and python.learner.LearnerBuilder.LearnerBuilder.SpecificationDescriptor.__specification.

def python.uq.uq_setting.UQSetting.UQSetting.__len__ (   self)
@return: number of simulation results

References python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation.

def python.uq.uq_setting.UQSetting.UQSetting.changeParamSetting (   self,
  params 
)

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse, python.uq.uq_setting.UQSetting.UQSetting.__stats_samples, and python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation.

def python.uq.uq_setting.UQSetting.UQSetting.cleanUp (   self)
remove all the non-complete entries

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation, sgpp::base::DataVector.remove(), sgpp::base::GridDataBase.remove(), and python.uq.uq_setting.UQSetting.UQSetting.remove().

def python.uq.uq_setting.UQSetting.UQSetting.defineSamples (   self,
  params 
)
add samples object to the UQ setting if they are missing

References python.uq.uq_setting.UQSetting.UQSetting.__stats_samples.

Referenced by python.uq.uq_setting.UQSetting.UQSetting.convert().

def python.uq.uq_setting.UQSetting.UQSetting.findEquivalent (   self,
  sample,
  stats 
)

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse, python.uq.uq_setting.UQSetting.UQSetting.__stats_samples, python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation, python.uq.learner.SimulationLearner.SimulationLearner._verbose, python.uq.analysis.Analysis.Analysis._verbose, python.uq.uq_setting.UQSetting.UQSetting._verbose, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic._verbose, python.uq.uq_setting.UQSetting.UQSetting.findEquivalent(), python.uq.uq_setting.UQSpecification.UQSpecification.getEndTime(), python.uq.uq_setting.UQSpecification.UQSpecification.getPostprocessor(), python.uq.uq_setting.UQSpecification.UQSpecification.getPreprocessor(), python.uq.uq_setting.UQSpecification.UQSpecification.getSimulation(), python.uq.uq_setting.UQSpecification.UQSpecification.getStartTime(), python.uq.uq_setting.UQSpecification.UQSpecification.getTimeStep(), and create_dataset.type.

Referenced by python.uq.uq_setting.UQSetting.UQSetting.convert(), and python.uq.uq_setting.UQSetting.UQSetting.findEquivalent().

def python.uq.uq_setting.UQSetting.UQSetting.fromJson (   cls,
  jsonObject 
)
Restores the UQSetting object from the json object with its
attributes.
@param jsonObject: dictionary represeting a json object
@return: the restored UQSetting object

Referenced by python.uq.uq_setting.UQSetting.UQSetting.setMemento().

def python.uq.uq_setting.UQSetting.UQSetting.getAvailableQoI (   self)
Get the availbale quantities of interest.
@return: list of strings containing the available quantities of
interest defined by the post-processor function

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor.

Referenced by python.uq.uq_setting.UQSetting.UQSetting.getResult(), and python.uq.uq_setting.UQSetting.UQSetting.getTimeDependentResults().

def python.uq.uq_setting.UQSetting.UQSetting.getDim (   self)
@return: stochastic dimension

References python.uq.analysis.asgc.ASGCDescriptor.ASGCDescriptor.__specification, python.uq.learner.builder.RegressorSpecificationDescriptor.RegressorSpecificationDescriptor.__specification, python.uq.uq_setting.UQBuilder.UQBuilder.__specification, python.uq.uq_setting.UQSetting.UQSetting.__specification, python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerDescriptor.__specification, python.learner.LearnerBuilder.LearnerBuilder.SpecificationDescriptor.__specification, sgpp::base::ImpurityRefinement_refinement_key.getDim(), python.uq.dists.TLognormal.TLognormal.getDim(), sgpp::base::ForwardSelectorRefinement_refinement_key.getDim(), sgpp::base::PredictiveRefinement_refinement_key.getDim(), python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.getDim(), python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.getDim(), python.uq.dists.Beta.Beta.getDim(), python.uq.dists.Uniform.Uniform.getDim(), python.uq.dists.Corr.Corr.getDim(), python.uq.dists.EstimatedDist.EstimatedDist.getDim(), python.uq.dists.MultivariateNormal.MultivariateNormal.getDim(), python.uq.dists.Dist.Dist.getDim(), python.uq.dists.Lognormal.Lognormal.getDim(), python.uq.dists.DataDist.DataDist.getDim(), python.uq.dists.TNormal.TNormal.getDim(), python.uq.dists.Normal.Normal.getDim(), python.uq.sampler.Sample.Samples.getDim(), python.uq.dists.J.J.getDim(), python.uq.dists.NatafDist.NatafDist.getDim(), python.uq.sampler.Sample.Sample.getDim(), python.uq.dists.LibAGFDist.LibAGFDist.getDim(), python.uq.manager.ASGCUQManager.ASGCUQManager.getDim(), python.uq.parameters.ParameterSet.ParameterSet.getDim(), python.data.DataContainer.DataContainer.getDim(), and python.uq.uq_setting.UQSetting.UQSetting.getDim().

Referenced by python.uq.dists.SGDEdist.SGDEdist.__str__(), python.uq.dists.KDEDist.KDEDist.getBandwidths(), python.uq.uq_setting.UQSetting.UQSetting.getDim(), and python.uq.uq_setting.UQSetting.UQSetting.toDataMatrix().

def python.uq.uq_setting.UQSetting.UQSetting.getPostprocessorStats (   self)
Get post-processor results
@return: dictionary [<parameter>] -> [<qoi>][...]
containing the post-processor results

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor.

Referenced by python.uq.uq_setting.UQSetting.UQSetting.run().

def python.uq.uq_setting.UQSetting.UQSetting.getPreprocessorStats (   self)
Get the pre-processor results

@return: dictionary [<unit parameter>] -> [<paramter>]
containing the pre-processor results

References python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor.

def python.uq.uq_setting.UQSetting.UQSetting.getPreprocessorStatsReverse (   self)
Get the reversed pre-processor results
@return: dictionary [<parameter>] -> [<unit-parameter>]
of reversed pre-processor stats

References python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse.

def python.uq.uq_setting.UQSetting.UQSetting.getResult (   self,
  sample,
  ts = [0],
  qoi = '_' 
)
def python.uq.uq_setting.UQSetting.UQSetting.getResults (   self,
  qoi = "_",
  sampleType = UQSampleType.RAW 
)
Collects the simulation results assuming that ts = [0].
If just a selection of parameters is needed, one
can specify it using the ps parameter.
@param sampleType:
@return: dictionary {0: {<Sample>: value}}

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse, and python.uq.uq_setting.UQSetting.UQSetting.__stats_samples.

def python.uq.uq_setting.UQSetting.UQSetting.getSamplesStats (   self)

References python.uq.uq_setting.UQSetting.UQSetting.__stats_samples.

def python.uq.uq_setting.UQSetting.UQSetting.getSimulationStats (   self)
Get the simulation results
@return: dictionary [<paramter>] -> simulation result

References python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation.

Referenced by python.uq.uq_setting.UQSetting.UQSetting.run().

def python.uq.uq_setting.UQSetting.UQSetting.getSize (   self,
  item = "postprocessor" 
)
@oaram item: string identifying the stage
@return: int number of simulation results

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_samples, and python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation.

Referenced by python.uq.uq_setting.UQSetting.UQSetting.convert(), python.uq.uq_setting.UQSetting.UQSetting.getTimeDependentResults(), python.uq.uq_setting.UQSetting.UQSetting.runSamples(), and python.uq.uq_setting.UQSetting.UQSetting.runSamples_withoutDistribution().

def python.uq.uq_setting.UQSetting.UQSetting.getSpecification (   self)
@return: The UQSpecification object

References python.uq.analysis.asgc.ASGCDescriptor.ASGCDescriptor.__specification, python.uq.learner.builder.RegressorSpecificationDescriptor.RegressorSpecificationDescriptor.__specification, python.uq.uq_setting.UQBuilder.UQBuilder.__specification, python.uq.uq_setting.UQSetting.UQSetting.__specification, python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerDescriptor.__specification, and python.learner.LearnerBuilder.LearnerBuilder.SpecificationDescriptor.__specification.

def python.uq.uq_setting.UQSetting.UQSetting.getTimeDependentResults (   self,
  ts,
  qoi = '_',
  ps = None,
  sampleType = UQSampleType.RAW 
)
Collects the simulation results for the given time steps and a certain
quantity of interest. If just a selection of parameters is needed, one
can specify it using the ps parameter.
@param ts: list of time steps
@param ps: Samples, selection of parameters
@param qoi: quantity of interest
@param ps: list of samples to be loaded

@return: dictionary {<time step>: {<Sample>: value}}

References python.uq.uq_setting.UQSetting.UQSetting.__dictResults, python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse, python.uq.uq_setting.UQSetting.UQSetting.__stats_samples, python.uq.learner.SimulationLearner.SimulationLearner._verbose, python.uq.analysis.Analysis.Analysis._verbose, python.uq.uq_setting.UQSetting.UQSetting._verbose, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic._verbose, python.uq.analysis.asgc.ASGCKnowledge.ASGCKnowledge.getAvailableQoI(), python.uq.uq_setting.UQSetting.UQSetting.getAvailableQoI(), sgpp::combigrid::CombigridOperation.getResult(), sgpp::combigrid::CombigridTensorOperation.getResult(), sgpp::combigrid::CombigridMultiOperation.getResult(), python.uq.uq_setting.UQSetting.UQSetting.getResult(), python.uq.refinement.AdmissibleSet.AdmissibleSetGenerator.getSize(), python.uq.transformation.Transformation.Transformation.getSize(), python.uq.transformation.RosenblattTransformation.RosenblattTransformation.getSize(), python.uq.transformation.LinearTransformation.LinearTransformation.getSize(), python.uq.transformation.JointTransformation.JointTransformation.getSize(), python.uq.learner.Interpolant.Interpolant.getSize(), python.uq.sampler.asgc.ASGCSampler.ASGCSampler.getSize(), sgpp::base::HashGridStorage.getSize(), sgpp::base::DataVector.getSize(), sgpp::base::DataVectorSP.getSize(), python.data.DataContainer.DataContainer.getSize(), sgpp::base::DataMatrixSP.getSize(), sgpp::base::DataMatrix.getSize(), sgpp::base::Grid.getSize(), and python.uq.uq_setting.UQSetting.UQSetting.getSize().

Referenced by python.uq.uq_setting.UQSetting.UQSetting.hasResult(), and python.uq.uq_setting.UQSetting.UQSetting.toDataMatrix().

def python.uq.uq_setting.UQSetting.UQSetting.getTimeSetting (   self,
  q = None 
)
Get time setting consisting of 't0', 'tn', and 'dt'
@return: dictionary containing the time setting for the simulation

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSpecification.UQSpecification.getEndTime(), python.uq.uq_setting.UQSpecification.UQSpecification.getStartTime(), and python.uq.uq_setting.UQSpecification.UQSpecification.getTimeStep().

Referenced by python.uq.uq_setting.UQSetting.UQSetting.getResult(), and python.uq.uq_setting.UQSetting.UQSetting.hasTimeSetting().

def python.uq.uq_setting.UQSetting.UQSetting.getVerbose (   self)
@return: verbosity level

References python.uq.learner.SimulationLearner.SimulationLearner._verbose, python.uq.analysis.Analysis.Analysis._verbose, python.uq.uq_setting.UQSetting.UQSetting._verbose, and python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic._verbose.

def python.uq.uq_setting.UQSetting.UQSetting.hasResult (   self,
  sample 
)

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation, and python.uq.uq_setting.UQSetting.UQSetting.getTimeDependentResults().

def python.uq.uq_setting.UQSetting.UQSetting.hasTimeSetting (   self)
@return: bool defining whether there is a specified time setting or not

References python.uq.uq_setting.UQSetting.UQSetting.getTimeSetting().

def python.uq.uq_setting.UQSetting.UQSetting.loadfile (   self,
  filename 
)
def python.uq.uq_setting.UQSetting.UQSetting.merge (   self,
  newSetting 
)
Merges this UQSetting with the one in newSetting
@param newSetting: UQSetting to be merged

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse, python.uq.uq_setting.UQSetting.UQSetting.__stats_samples, python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation, python.uq.uq_setting.UQSpecification.UQSpecification.getEndTime(), python.uq.uq_setting.UQSpecification.UQSpecification.getStartTime(), python.uq.uq_setting.UQSpecification.UQSpecification.getTimeStep(), python.uq.uq_setting.UQSpecification.UQSpecification.setEndTime(), python.uq.uq_setting.UQSpecification.UQSpecification.setStartTime(), and python.uq.uq_setting.UQSpecification.UQSpecification.setTimeStep().

def python.uq.uq_setting.UQSetting.UQSetting.mergeStats (   self,
  newSetting 
)
Merge statistics in this setting and some other.
@param newSetting: UQSetting to be merged

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse, python.uq.uq_setting.UQSetting.UQSetting.__stats_samples, python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation, and python.uq.uq_setting.UQSetting.UQSetting.lastid.

Referenced by python.uq.uq_setting.UQSetting.UQSetting.loadfile().

def python.uq.uq_setting.UQSetting.UQSetting.remove (   self,
  sample 
)

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse, python.uq.uq_setting.UQSetting.UQSetting.__stats_samples, and python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation.

Referenced by python.uq.uq_setting.UQSetting.UQSetting.cleanUp().

def python.uq.uq_setting.UQSetting.UQSetting.run (   self,
  sample,
  writeToFile = False,
  args,
  kws 
)
Trigger the pipeline from
 1) Transformation p \in [0, 1]^d -> \Gamma*
 2) Pre-processing
 3) Simulation run
 4) Post-processing
@param p: tuple input parameter in [0, 1]^d
@return: simulation results

References python.uq.uq_setting.UQSetting.UQSetting.__eval(), python.uq.uq_setting.UQSetting.UQSetting.__postprocessing(), python.uq.uq_setting.UQSetting.UQSetting.__preprocessing(), python.uq.uq_setting.UQSetting.UQSetting.getPostprocessorStats(), python.uq.uq_setting.UQSetting.UQSetting.getSimulationStats(), sgpp::base::ConfigurationParameters.writeToFile(), python.uq.analysis.asgc.ASGCKnowledge.ASGCKnowledge.writeToFile(), and python.uq.uq_setting.UQSetting.UQSetting.writeToFile().

Referenced by python.uq.uq_setting.UQSetting.UQSetting.runSamples_withoutDistribution().

def python.uq.uq_setting.UQSetting.UQSetting.runPostprocessor (   self)
Run the post-processing for all available simulation results.

References python.uq.uq_setting.UQSetting.UQSetting.__postprocessing(), and python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor.

def python.uq.uq_setting.UQSetting.UQSetting.runSamples_dist (   self,
  samples,
  starti = 0,
  args,
  kws 
)
def python.uq.uq_setting.UQSetting.UQSetting.runSimulations (   self)
Run the simulations for all available pre-processor stats

References python.uq.uq_setting.UQSetting.UQSetting.__eval(), and python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation.

def python.uq.uq_setting.UQSetting.UQSetting.sanityCheck (   self)
Check for consistency of the UQ setting.

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse, and python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation.

def python.uq.uq_setting.UQSetting.UQSetting.setLastId (   self,
  lastid 
)
def python.uq.uq_setting.UQSetting.UQSetting.setMemento (   self,
  memento 
)
Restores the state which is saved in the given memento
@param memento: the memento object

References python.uq.transformation.Transformation.Transformation.fromJson(), python.uq.estimators.SparseGridEstimationStrategy.SparseGridEstimationStrategy.fromJson(), python.uq.dists.CorrBeta.CorrBeta.fromJson(), python.uq.dists.TLognormal.TLognormal.fromJson(), python.uq.parameters.Parameter.Parameter.fromJson(), python.uq.transformation.RosenblattTransformation.RosenblattTransformation.fromJson(), python.uq.transformation.LinearTransformation.LinearTransformation.fromJson(), python.uq.dists.Uniform.Uniform.fromJson(), python.uq.dists.Corr.Corr.fromJson(), python.uq.dists.Beta.Beta.fromJson(), python.uq.dists.MultivariateNormal.MultivariateNormal.fromJson(), python.uq.sampler.asgc.ASGCSamplerStopPolicy.ASGCSamplerStopPolicy.fromJson(), python.uq.dists.Lognormal.Lognormal.fromJson(), python.uq.transformation.JointTransformation.JointTransformation.fromJson(), python.uq.dists.DataDist.DataDist.fromJson(), python.uq.dists.TNormal.TNormal.fromJson(), python.uq.dists.Normal.Normal.fromJson(), python.learner.solver.CGSolver.CGSolver.fromJson(), python.learner.TrainingStopPolicy.TrainingStopPolicy.fromJson(), python.uq.dists.KDEDist.KDEDist.fromJson(), python.learner.TrainingSpecification.TrainingSpecification.fromJson(), python.uq.sampler.asgc.ASGCSampler.ASGCSampler.fromJson(), python.uq.dists.NatafDist.NatafDist.fromJson(), python.uq.dists.J.J.fromJson(), python.uq.dists.Dist.Dist.fromJson(), python.uq.analysis.asgc.ASGCKnowledge.ASGCKnowledge.fromJson(), python.uq.sampler.Sample.Sample.fromJson(), python.uq.learner.Learner.Learner.fromJson(), python.uq.dists.SGDEdist.SGDEdist.fromJson(), python.data.DataContainer.DataContainer.fromJson(), python.learner.Learner.Learner.fromJson(), python.uq.parameters.ParameterSet.ParameterSet.fromJson(), and python.uq.uq_setting.UQSetting.UQSetting.fromJson().

def python.uq.uq_setting.UQSetting.UQSetting.setPostprocessorStats (   self,
  stats 
)
Set post-processor results
@param stats: dictionary

References python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor.

def python.uq.uq_setting.UQSetting.UQSetting.setPreprocessorStats (   self,
  stats 
)
Set pre-processor stats
@param stats: dictionary

References python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor.

def python.uq.uq_setting.UQSetting.UQSetting.setPreprocessorStatsReverse (   self,
  stats 
)
Set reversed pre-processor stats
@param stats: dictionary

References python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse.

def python.uq.uq_setting.UQSetting.UQSetting.setSamplesStats (   self,
  value 
)

References python.uq.uq_setting.UQSetting.UQSetting.__stats_samples.

def python.uq.uq_setting.UQSetting.UQSetting.setSimulationStats (   self,
  stats 
)
Set simulation results
@param stats: dictionary

References python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation.

def python.uq.uq_setting.UQSetting.UQSetting.setSpecification (   self,
  specification 
)
Set the specification
@param specification: UQSpecification object

References python.uq.analysis.asgc.ASGCDescriptor.ASGCDescriptor.__specification, python.uq.learner.builder.RegressorSpecificationDescriptor.RegressorSpecificationDescriptor.__specification, python.uq.uq_setting.UQBuilder.UQBuilder.__specification, python.uq.uq_setting.UQSetting.UQSetting.__specification, python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerDescriptor.__specification, and python.learner.LearnerBuilder.LearnerBuilder.SpecificationDescriptor.__specification.

def python.uq.uq_setting.UQSetting.UQSetting.setVerbose (   self,
  verbose 
)
Set verbose level
@param verbose: bool

References python.uq.learner.SimulationLearner.SimulationLearner._verbose, python.uq.analysis.Analysis.Analysis._verbose, python.uq.uq_setting.UQSetting.UQSetting._verbose, and python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic._verbose.

def python.uq.uq_setting.UQSetting.UQSetting.split (   self,
  n = 500 
)
Split the UQ setting in two disjunct parts
@param n: number of elements of the new UQ setting

References python.uq.analysis.asgc.ASGCDescriptor.ASGCDescriptor.__specification, python.uq.learner.builder.RegressorSpecificationDescriptor.RegressorSpecificationDescriptor.__specification, python.uq.uq_setting.UQBuilder.UQBuilder.__specification, python.uq.uq_setting.UQSetting.UQSetting.__specification, python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerDescriptor.__specification, python.learner.LearnerBuilder.LearnerBuilder.SpecificationDescriptor.__specification, python.uq.uq_setting.UQSetting.UQSetting.__stats_postprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor, python.uq.uq_setting.UQSetting.UQSetting.__stats_preprocessor_reverse, python.uq.uq_setting.UQSetting.UQSetting.__stats_simulation, python.uq.learner.SimulationLearner.SimulationLearner._verbose, python.uq.analysis.Analysis.Analysis._verbose, python.uq.uq_setting.UQSetting.UQSetting._verbose, and python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic._verbose.

def python.uq.uq_setting.UQSetting.UQSetting.toDataMatrix (   self,
  ts = [0],
  qoi = '_',
  dtype = SampleType.ACTIVEUNIT,
  sampleType = UQSampleType.RAW,
  args,
  kws 
)
Write simulation results to file
@param ts: numeric time steps
@param qoi: string quantity of interest

References python.uq.uq_setting.UQSetting.UQSetting.getDim(), and python.uq.uq_setting.UQSetting.UQSetting.getTimeDependentResults().

Referenced by python.uq.uq_setting.UQSetting.UQSetting.toJson().

def python.uq.uq_setting.UQSetting.UQSetting.toJson (   self)

Member Data Documentation

python.uq.uq_setting.UQSetting.UQSetting.lastid

The documentation for this class was generated from the following file: