python.data.DataContainer.DataContainer Class Reference

Inheritance diagram for python.data.DataContainer.DataContainer:

Public Member Functions
def	__contains__ (self, key)
def	__getitem__ (self, item)
def	__init__ (self, kwargs)
def	__iter__ (self)
def	__next__ (self)
def	combine (self, container)
def	createNullVector (self, size, dim)
def	delTrainingData (self)
def	fromJson (cls, jsonObject)
def	getDataSubsetByCategory (self, category)
def	getDataSubsetByIndexList (self, indices, name="train")
def	getDim (self)
def	getName (self)
def	getPoints (self, category=None)
def	getPointstoValuesMap (self)
def	getPointsValues (self)
def	getSize (self)
def	getSizeTest (self)
def	getSizeTrain (self)
def	getSpecifiction (self)
def	getTestDataset (self)
def	getTrainDataset (self)
def	getValues (self, category=None)
def	merge (cls, containerList)
def	toString (self)

Static Public Attributes
	dataDict = None
	dim = None
	name = None
	points = None
	size = None
	specifications = None
	tempPoint = None
	tempValue = None
string	TEST_CATEGORY = 'test'
string	TRAIN_CATEGORY = 'train'
	values = None

Constructor & Destructor Documentation

__init__()

def python.data.DataContainer.DataContainer.__init__	(		self,
			kwargs
	)

References python.data.DataContainer.DataContainer.dataDict, python.data.DataContainer.DataContainer.dim, sgpp::base::ForwardSelectorRefinement_refinement_key.dim, sgpp::base::ImpurityRefinement_refinement_key.dim, sgpp::base::PredictiveRefinement_refinement_key.dim, python.data.DataContainer.DataContainer.name, sgpp::combigrid::L2LejaPointDistribution.points, sgpp::combigrid::LejaPointDistribution.points, sgpp::combigrid::LagrangePolynom.points, sgpp::combigrid::NestedPointHierarchy.points, sgpp::combigrid::NonNestedPointHierarchy.points, python.data.DataContainer.DataContainer.points, sgpp::base::MultipleClassRefinement.points, python.data.DataContainer.DataContainer.size, sgpp::base::DataVectorSP.size, python.data.DataContainer.DataContainer.specifications, python.data.DataContainer.DataContainer.tempPoint, python.data.DataContainer.DataContainer.tempValue, python.data.DataContainer.DataContainer.TRAIN_CATEGORY, sgpp::combigrid::FloatTensorVector.values, sgpp::combigrid::FloatArrayVector.values, and python.data.DataContainer.DataContainer.values.

Member Function Documentation

__contains__()

def python.data.DataContainer.DataContainer.__contains__	(		self,
			key
	)

References python.data.DataContainer.DataContainer.dataDict, and python.data.DataContainer.DataContainer.name.

__getitem__()

def python.data.DataContainer.DataContainer.__getitem__	(		self,
			item
	)

References python.data.DataContainer.DataContainer.dataDict, python.data.DataContainer.DataContainer.name, sgpp::combigrid::L2LejaPointDistribution.points, sgpp::combigrid::LejaPointDistribution.points, sgpp::combigrid::LagrangePolynom.points, sgpp::combigrid::NestedPointHierarchy.points, sgpp::combigrid::NonNestedPointHierarchy.points, python.data.DataContainer.DataContainer.points, sgpp::base::MultipleClassRefinement.points, python.data.DataContainer.DataContainer.tempPoint, python.data.DataContainer.DataContainer.tempValue, sgpp::combigrid::FloatTensorVector.values, sgpp::combigrid::FloatArrayVector.values, and python.data.DataContainer.DataContainer.values.

__iter__()

def python.data.DataContainer.DataContainer.__iter__

(

self

)

__next__()

def python.data.DataContainer.DataContainer.__next__

(

self

)

References python.data.DataContainer.DataContainer.name, sgpp::combigrid::L2LejaPointDistribution.points, sgpp::combigrid::LejaPointDistribution.points, sgpp::combigrid::LagrangePolynom.points, sgpp::combigrid::NestedPointHierarchy.points, sgpp::combigrid::NonNestedPointHierarchy.points, python.data.DataContainer.DataContainer.points, sgpp::base::MultipleClassRefinement.points, python.data.DataContainer.DataContainer.size, sgpp::base::DataVectorSP.size, python.data.DataContainer.DataContainer.tempPoint, python.data.DataContainer.DataContainer.tempValue, sgpp::combigrid::FloatTensorVector.values, sgpp::combigrid::FloatArrayVector.values, and python.data.DataContainer.DataContainer.values.

combine()

def python.data.DataContainer.DataContainer.combine	(		self,
			container
	)

References python.data.DataContainer.DataContainer.dataDict, sgpp::combigrid::NonNestedPointHierarchy.getPoints(), sgpp::combigrid::AbstractPointHierarchy.getPoints(), sgpp::combigrid::NestedPointHierarchy.getPoints(), python.data.DataContainer.DataContainer.getPoints(), sgpp::combigrid::FloatTensorVector.getValues(), sgpp::combigrid::FloatArrayVector.getValues(), python.data.DataContainer.DataContainer.getValues(), python.data.DataContainer.DataContainer.name, sgpp::combigrid::L2LejaPointDistribution.points, sgpp::combigrid::LejaPointDistribution.points, sgpp::combigrid::LagrangePolynom.points, sgpp::combigrid::NestedPointHierarchy.points, sgpp::combigrid::NonNestedPointHierarchy.points, python.data.DataContainer.DataContainer.points, sgpp::base::MultipleClassRefinement.points, python.data.DataContainer.DataContainer.specifications, sgpp::combigrid::FloatTensorVector.values, sgpp::combigrid::FloatArrayVector.values, and python.data.DataContainer.DataContainer.values.

createNullVector()

def python.data.DataContainer.DataContainer.createNullVector	(		self,
			size,
			dim
	)

delTrainingData()

def python.data.DataContainer.DataContainer.delTrainingData

(

self

)

References python.data.DataContainer.DataContainer.dataDict, sgpp::combigrid::L2LejaPointDistribution.points, sgpp::combigrid::LejaPointDistribution.points, sgpp::combigrid::LagrangePolynom.points, sgpp::combigrid::NestedPointHierarchy.points, sgpp::combigrid::NonNestedPointHierarchy.points, python.data.DataContainer.DataContainer.points, sgpp::base::MultipleClassRefinement.points, python.data.DataContainer.DataContainer.TRAIN_CATEGORY, sgpp::combigrid::FloatTensorVector.values, sgpp::combigrid::FloatArrayVector.values, and python.data.DataContainer.DataContainer.values.

fromJson()

def python.data.DataContainer.DataContainer.fromJson	(		cls,
			jsonObject
	)

Referenced by python.uq.sampler.asgc.ASGCSampler.ASGCSampler.setMemento(), python.uq.analysis.asgc.ASGCKnowledge.ASGCKnowledge.setMemento(), python.uq.learner.Learner.Learner.setMemento(), python.learner.Learner.Learner.setMemento(), and python.uq.uq_setting.UQSetting.UQSetting.setMemento().

getDataSubsetByCategory()

def python.data.DataContainer.DataContainer.getDataSubsetByCategory	(		self,
			category
	)

References sgpp::combigrid::L2LejaPointDistribution.points, sgpp::combigrid::LejaPointDistribution.points, sgpp::combigrid::LagrangePolynom.points, sgpp::combigrid::NestedPointHierarchy.points, sgpp::combigrid::NonNestedPointHierarchy.points, python.data.DataContainer.DataContainer.points, sgpp::base::MultipleClassRefinement.points, sgpp::combigrid::FloatTensorVector.values, sgpp::combigrid::FloatArrayVector.values, and python.data.DataContainer.DataContainer.values.

Referenced by python.data.DataContainer.DataContainer.getTestDataset(), and python.data.DataContainer.DataContainer.getTrainDataset().

getDataSubsetByIndexList()

def python.data.DataContainer.DataContainer.getDataSubsetByIndexList	(		self,
			indices,
			name = "train"
	)

References python.data.DataContainer.DataContainer.dim, sgpp::base::ForwardSelectorRefinement_refinement_key.dim, sgpp::base::ImpurityRefinement_refinement_key.dim, sgpp::base::PredictiveRefinement_refinement_key.dim, sgpp::combigrid::NonNestedPointHierarchy.getPoints(), sgpp::combigrid::AbstractPointHierarchy.getPoints(), sgpp::combigrid::NestedPointHierarchy.getPoints(), python.data.DataContainer.DataContainer.getPoints(), sgpp::combigrid::FloatTensorVector.getValues(), sgpp::combigrid::FloatArrayVector.getValues(), and python.data.DataContainer.DataContainer.getValues().

getDim()

def python.data.DataContainer.DataContainer.getDim

(

self

)

References python.data.DataContainer.DataContainer.dim, sgpp::base::ForwardSelectorRefinement_refinement_key.dim, sgpp::base::ImpurityRefinement_refinement_key.dim, sgpp::base::PredictiveRefinement_refinement_key.dim, python.data.DataContainer.DataContainer.name, sgpp::combigrid::L2LejaPointDistribution.points, sgpp::combigrid::LejaPointDistribution.points, sgpp::combigrid::LagrangePolynom.points, sgpp::combigrid::NestedPointHierarchy.points, sgpp::combigrid::NonNestedPointHierarchy.points, python.data.DataContainer.DataContainer.points, and sgpp::base::MultipleClassRefinement.points.

Referenced by python.uq.dists.SGDEdist.SGDEdist.__str__(), python.uq.dists.Dist.Dist.cov(), python.uq.parameters.ParameterSet.ParameterSet.extractActiveSubset(), python.uq.dists.KDEDist.KDEDist.getBandwidths(), python.uq.dists.EstimatedDist.EstimatedDist.getBounds(), and python.uq.uq_setting.UQSetting.UQSetting.getDim().

getName()

def python.data.DataContainer.DataContainer.getName

(

self

)

References python.data.DataContainer.DataContainer.name.

getPoints()

def python.data.DataContainer.DataContainer.getPoints	(		self,
			category = None
	)

References python.data.DataContainer.DataContainer.name, sgpp::combigrid::L2LejaPointDistribution.points, sgpp::combigrid::LejaPointDistribution.points, sgpp::combigrid::LagrangePolynom.points, sgpp::combigrid::NestedPointHierarchy.points, sgpp::combigrid::NonNestedPointHierarchy.points, python.data.DataContainer.DataContainer.points, and sgpp::base::MultipleClassRefinement.points.

Referenced by python.data.DataContainer.DataContainer.combine(), python.data.DataContainer.DataContainer.getDataSubsetByIndexList(), python.data.DataContainer.DataContainer.getPointsValues(), and python.data.DataContainer.DataContainer.toString().

getPointstoValuesMap()

def python.data.DataContainer.DataContainer.getPointstoValuesMap

(

self

)

References python.data.DataContainer.DataContainer.dataDict, and python.data.DataContainer.DataContainer.name.

getPointsValues()

def python.data.DataContainer.DataContainer.getPointsValues

(

self

)

References sgpp::combigrid::NonNestedPointHierarchy.getPoints(), sgpp::combigrid::AbstractPointHierarchy.getPoints(), sgpp::combigrid::NestedPointHierarchy.getPoints(), python.data.DataContainer.DataContainer.getPoints(), sgpp::combigrid::FloatTensorVector.getValues(), sgpp::combigrid::FloatArrayVector.getValues(), and python.data.DataContainer.DataContainer.getValues().

getSize()

def python.data.DataContainer.DataContainer.getSize

(

self

)

References python.data.DataContainer.DataContainer.name, sgpp::combigrid::L2LejaPointDistribution.points, sgpp::combigrid::LejaPointDistribution.points, sgpp::combigrid::LagrangePolynom.points, sgpp::combigrid::NestedPointHierarchy.points, sgpp::combigrid::NonNestedPointHierarchy.points, python.data.DataContainer.DataContainer.points, sgpp::base::MultipleClassRefinement.points, python.data.DataContainer.DataContainer.size, and sgpp::base::DataVectorSP.size.

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().

getSizeTest()

def python.data.DataContainer.DataContainer.getSizeTest

(

self

)

References python.data.DataContainer.DataContainer.dataDict, and python.data.DataContainer.DataContainer.TEST_CATEGORY.

getSizeTrain()

def python.data.DataContainer.DataContainer.getSizeTrain

(

self

)

References python.data.DataContainer.DataContainer.dataDict, and python.data.DataContainer.DataContainer.TRAIN_CATEGORY.

getSpecifiction()

def python.data.DataContainer.DataContainer.getSpecifiction

(

self

)

References python.data.DataContainer.DataContainer.name, and python.data.DataContainer.DataContainer.specifications.

getTestDataset()

def python.data.DataContainer.DataContainer.getTestDataset

(

self

)

References python.data.DataContainer.DataContainer.getDataSubsetByCategory(), and python.data.DataContainer.DataContainer.TEST_CATEGORY.

getTrainDataset()

def python.data.DataContainer.DataContainer.getTrainDataset

(

self

)

References python.data.DataContainer.DataContainer.getDataSubsetByCategory(), and python.data.DataContainer.DataContainer.TRAIN_CATEGORY.

getValues()

def python.data.DataContainer.DataContainer.getValues	(		self,
			category = None
	)

References python.data.DataContainer.DataContainer.name, sgpp::combigrid::FloatTensorVector.values, sgpp::combigrid::FloatArrayVector.values, and python.data.DataContainer.DataContainer.values.

Referenced by python.data.DataContainer.DataContainer.combine(), python.data.DataContainer.DataContainer.getDataSubsetByIndexList(), python.data.DataContainer.DataContainer.getPointsValues(), and python.data.DataContainer.DataContainer.toString().

merge()

def python.data.DataContainer.DataContainer.merge	(		cls,
			containerList
	)

References python.data.DataContainer.DataContainer.dataDict, sgpp::combigrid::L2LejaPointDistribution.points, sgpp::combigrid::LejaPointDistribution.points, sgpp::combigrid::LagrangePolynom.points, sgpp::combigrid::NestedPointHierarchy.points, sgpp::combigrid::NonNestedPointHierarchy.points, python.data.DataContainer.DataContainer.points, sgpp::base::MultipleClassRefinement.points, python.data.DataContainer.DataContainer.specifications, sgpp::combigrid::FloatTensorVector.values, sgpp::combigrid::FloatArrayVector.values, and python.data.DataContainer.DataContainer.values.

toString()

def python.data.DataContainer.DataContainer.toString

(

self

)

References sgpp::combigrid::NonNestedPointHierarchy.getPoints(), sgpp::combigrid::AbstractPointHierarchy.getPoints(), sgpp::combigrid::NestedPointHierarchy.getPoints(), python.data.DataContainer.DataContainer.getPoints(), sgpp::combigrid::FloatTensorVector.getValues(), sgpp::combigrid::FloatArrayVector.getValues(), python.data.DataContainer.DataContainer.getValues(), and python.data.DataContainer.DataContainer.specifications.

Referenced by python.uq.learner.Learner.Learner.createMemento(), python.learner.Learner.Learner.createMemento(), and python.learner.formatter.GridFormatter.GridFormatter.serialize().

Member Data Documentation

dataDict

python.data.DataContainer.DataContainer.dataDict = None

static

Referenced by python.data.DataContainer.DataContainer.__contains__(), python.data.DataContainer.DataContainer.__getitem__(), python.data.DataContainer.DataContainer.__init__(), python.data.DataContainer.DataContainer.combine(), python.data.DataContainer.DataContainer.delTrainingData(), python.data.DataContainer.DataContainer.getPointstoValuesMap(), python.data.DataContainer.DataContainer.getSizeTest(), python.data.DataContainer.DataContainer.getSizeTrain(), and python.data.DataContainer.DataContainer.merge().

dim

python.data.DataContainer.DataContainer.dim = None

static

Referenced by python.data.DataContainer.DataContainer.__init__(), python.uq.dists.SGDEdist.SGDEdist.cdf(), python.uq.dists.EstimatedDist.EstimatedDist.computeLinearTransformation(), python.uq.dists.KDEDist.KDEDist.cov(), python.uq.dists.SGDEdist.SGDEdist.cov(), python.data.DataContainer.DataContainer.getDataSubsetByIndexList(), python.uq.dists.EstimatedDist.EstimatedDist.getDim(), python.uq.dists.NatafDist.NatafDist.getDim(), python.uq.dists.LibAGFDist.LibAGFDist.getDim(), python.data.DataContainer.DataContainer.getDim(), python.uq.dists.SGDEdist.SGDEdist.ppf(), python.uq.dists.EstimatedDist.EstimatedDist.rvs(), python.uq.dists.KDEDist.KDEDist.rvs(), python.uq.dists.NatafDist.NatafDist.rvs(), python.uq.dists.SGDEdist.SGDEdist.rvs(), python.uq.operations.natafTransformation.NatafTransformation.trans_X_to_Z(), and python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_X().

name

python.data.DataContainer.DataContainer.name = None

static

Referenced by python.data.DataContainer.DataContainer.__contains__(), python.data.DataContainer.DataContainer.__getitem__(), python.data.DataContainer.DataContainer.__init__(), python.data.DataContainer.DataContainer.__next__(), python.data.DataContainer.DataContainer.combine(), python.data.DataContainer.DataContainer.getDim(), python.data.DataContainer.DataContainer.getName(), python.data.DataContainer.DataContainer.getPoints(), python.data.DataContainer.DataContainer.getPointstoValuesMap(), python.data.DataContainer.DataContainer.getSize(), python.data.DataContainer.DataContainer.getSpecifiction(), and python.data.DataContainer.DataContainer.getValues().

points

python.data.DataContainer.DataContainer.points = None

static

Referenced by python.data.DataContainer.DataContainer.__getitem__(), python.data.DataContainer.DataContainer.__init__(), python.data.DataContainer.DataContainer.__next__(), python.data.DataContainer.DataContainer.combine(), python.data.DataContainer.DataContainer.delTrainingData(), python.data.DataContainer.DataContainer.getDataSubsetByCategory(), python.data.DataContainer.DataContainer.getDim(), python.data.DataContainer.DataContainer.getPoints(), python.data.DataContainer.DataContainer.getSize(), and python.data.DataContainer.DataContainer.merge().

size

python.data.DataContainer.DataContainer.size = None

static

Referenced by python.data.DataContainer.DataContainer.__init__(), python.data.DataContainer.DataContainer.__next__(), and python.data.DataContainer.DataContainer.getSize().

specifications

python.data.DataContainer.DataContainer.specifications = None

static

Referenced by python.data.DataContainer.DataContainer.__init__(), python.data.DataContainer.DataContainer.combine(), python.data.DataContainer.DataContainer.getSpecifiction(), python.data.DataContainer.DataContainer.merge(), and python.data.DataContainer.DataContainer.toString().

tempPoint

python.data.DataContainer.DataContainer.tempPoint = None

static

Referenced by python.data.DataContainer.DataContainer.__getitem__(), python.data.DataContainer.DataContainer.__init__(), and python.data.DataContainer.DataContainer.__next__().

tempValue

python.data.DataContainer.DataContainer.tempValue = None

static

Referenced by python.data.DataContainer.DataContainer.__getitem__(), python.data.DataContainer.DataContainer.__init__(), and python.data.DataContainer.DataContainer.__next__().

TEST_CATEGORY

string python.data.DataContainer.DataContainer.TEST_CATEGORY = 'test'

static

Referenced by python.data.DataContainer.DataContainer.getSizeTest(), and python.data.DataContainer.DataContainer.getTestDataset().

TRAIN_CATEGORY

string python.data.DataContainer.DataContainer.TRAIN_CATEGORY = 'train'

static

Referenced by python.data.DataContainer.DataContainer.__init__(), python.data.DataContainer.DataContainer.delTrainingData(), python.data.DataContainer.DataContainer.getSizeTrain(), and python.data.DataContainer.DataContainer.getTrainDataset().

values

python.data.DataContainer.DataContainer.values = None

static

Referenced by python.data.DataContainer.DataContainer.__getitem__(), python.data.DataContainer.DataContainer.__init__(), python.data.DataContainer.DataContainer.__next__(), python.uq.parameters.ParameterSet.ParameterSet.addParam(), python.data.DataContainer.DataContainer.combine(), python.data.DataContainer.DataContainer.delTrainingData(), python.uq.parameters.ParameterSet.ParameterSet.extractActiveSubset(), python.uq.parameters.ParameterSet.ParameterSet.extractActiveTuple(), python.uq.parameters.ParameterSet.ParameterSet.getBounds(), python.data.DataContainer.DataContainer.getDataSubsetByCategory(), python.uq.parameters.ParameterSet.ParameterSet.getDistributions(), python.uq.parameters.ParameterSet.ParameterSet.getNames(), python.uq.parameters.ParameterSet.ParameterSet.getOrthogonalPolynomialBasisFunctions(), python.uq.parameters.ParameterSet.ParameterSet.getStochasticDim(), python.uq.parameters.ParameterSet.ParameterSet.getTransformations(), python.data.DataContainer.DataContainer.getValues(), python.data.DataContainer.DataContainer.merge(), and python.uq.parameters.ParameterSet.ParameterSet.removeParam().

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

• datadriven/python/data/DataContainer.py