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vtkPDescriptiveStatistics Class Reference

A class for parallel univariate descriptive statistics. More...

#include <vtkPDescriptiveStatistics.h>

Inheritance diagram for vtkPDescriptiveStatistics:
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Collaboration diagram for vtkPDescriptiveStatistics:
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Public Types

typedef vtkDescriptiveStatistics Superclass
- Public Types inherited from vtkDescriptiveStatistics
typedef
vtkUnivariateStatisticsAlgorithm 
Superclass
- Public Types inherited from vtkUnivariateStatisticsAlgorithm
typedef vtkStatisticsAlgorithm Superclass
- Public Types inherited from vtkStatisticsAlgorithm
typedef vtkTableAlgorithm Superclass
enum  InputPorts { INPUT_DATA = 0, LEARN_PARAMETERS = 1, INPUT_MODEL = 2 }
enum  OutputIndices { OUTPUT_DATA = 0, OUTPUT_MODEL = 1, ASSESSMENT = 2, OUTPUT_TEST = 2 }
- Public Types inherited from vtkTableAlgorithm
typedef vtkAlgorithm Superclass
- Public Types inherited from vtkAlgorithm
typedef vtkObject Superclass
- Public Types inherited from vtkObject
typedef vtkObjectBase Superclass

Public Member Functions

virtual const char * GetClassName ()
virtual int IsA (const char *type)
void PrintSelf (ostream &os, vtkIndent indent)
virtual void SetController (vtkMultiProcessController *)
virtual vtkMultiProcessControllerGetController ()
virtual void Learn (vtkTable *inData, vtkTable *inParameters, vtkMultiBlockDataSet *outMeta)
- Public Member Functions inherited from vtkDescriptiveStatistics
void SetNominalParameter (const char *name)
void SetDeviationParameter (const char *name)
virtual void SetUnbiasedVariance (int)
virtual int GetUnbiasedVariance ()
virtual void UnbiasedVarianceOn ()
virtual void UnbiasedVarianceOff ()
virtual void SetG1Skewness (int)
virtual int GetG1Skewness ()
virtual void G1SkewnessOn ()
virtual void G1SkewnessOff ()
virtual void SetG2Kurtosis (int)
virtual int GetG2Kurtosis ()
virtual void G2KurtosisOn ()
virtual void G2KurtosisOff ()
virtual void SetSignedDeviations (int)
virtual int GetSignedDeviations ()
virtual void SignedDeviationsOn ()
virtual void SignedDeviationsOff ()
virtual void Aggregate (vtkDataObjectCollection *, vtkMultiBlockDataSet *)
- Public Member Functions inherited from vtkUnivariateStatisticsAlgorithm
void AddColumn (const char *namCol)
virtual int RequestSelectedColumns ()
- Public Member Functions inherited from vtkStatisticsAlgorithm
void SetAssessOptionParameter (vtkIdType id, vtkStdString name)
vtkStdString GetAssessParameter (vtkIdType id)
virtual void SetColumnStatus (const char *namCol, int status)
virtual void ResetAllColumnStates ()
virtual void ResetRequests ()
virtual vtkIdType GetNumberOfRequests ()
virtual vtkIdType GetNumberOfColumnsForRequest (vtkIdType request)
virtual void SetLearnOptionParameterConnection (vtkAlgorithmOutput *params)
virtual void SetLearnOptionParameters (vtkDataObject *params)
virtual void SetInputModelConnection (vtkAlgorithmOutput *model)
virtual void SetInputModel (vtkDataObject *model)
virtual void SetLearnOption (bool)
virtual bool GetLearnOption ()
virtual void SetDeriveOption (bool)
virtual bool GetDeriveOption ()
virtual void SetAssessOption (bool)
virtual bool GetAssessOption ()
virtual void SetTestOption (bool)
virtual bool GetTestOption ()
virtual void SetNumberOfPrimaryTables (vtkIdType)
virtual vtkIdType GetNumberOfPrimaryTables ()
virtual void SetAssessParameters (vtkStringArray *)
virtual vtkStringArrayGetAssessParameters ()
virtual void SetAssessNames (vtkStringArray *)
virtual vtkStringArrayGetAssessNames ()
virtual const char * GetColumnForRequest (vtkIdType r, vtkIdType c)
virtual int GetColumnForRequest (vtkIdType r, vtkIdType c, vtkStdString &columnName)
virtual bool SetParameter (const char *parameter, int index, vtkVariant value)
- Public Member Functions inherited from vtkTableAlgorithm
virtual int ProcessRequest (vtkInformation *, vtkInformationVector **, vtkInformationVector *)
vtkTableGetOutput ()
vtkTableGetOutput (int index)
void SetInput (vtkDataObject *obj)
void SetInput (int index, vtkDataObject *obj)
- Public Member Functions inherited from vtkAlgorithm
int HasExecutive ()
vtkExecutiveGetExecutive ()
virtual void SetExecutive (vtkExecutive *executive)
virtual int ModifyRequest (vtkInformation *request, int when)
vtkInformationGetInputPortInformation (int port)
vtkInformationGetOutputPortInformation (int port)
int GetNumberOfInputPorts ()
int GetNumberOfOutputPorts ()
void UpdateProgress (double amount)
vtkInformationGetInputArrayInformation (int idx)
void RemoveAllInputs ()
vtkDataObjectGetOutputDataObject (int port)
virtual void RemoveInputConnection (int port, vtkAlgorithmOutput *input)
int GetNumberOfInputConnections (int port)
int GetTotalNumberOfInputConnections ()
vtkAlgorithmOutputGetInputConnection (int port, int index)
virtual void Update ()
virtual void UpdateInformation ()
virtual void UpdateWholeExtent ()
void ConvertTotalInputToPortConnection (int ind, int &port, int &conn)
virtual double ComputePriority ()
int ProcessRequest (vtkInformation *request, vtkCollection *inInfo, vtkInformationVector *outInfo)
virtual int ComputePipelineMTime (vtkInformation *request, vtkInformationVector **inInfoVec, vtkInformationVector *outInfoVec, int requestFromOutputPort, unsigned long *mtime)
virtual vtkInformationGetInformation ()
virtual void SetInformation (vtkInformation *)
virtual void Register (vtkObjectBase *o)
virtual void UnRegister (vtkObjectBase *o)
virtual void SetAbortExecute (int)
virtual int GetAbortExecute ()
virtual void AbortExecuteOn ()
virtual void AbortExecuteOff ()
virtual void SetProgress (double)
virtual double GetProgress ()
void SetProgressText (const char *ptext)
virtual char * GetProgressText ()
virtual unsigned long GetErrorCode ()
virtual void SetInputArrayToProcess (int idx, int port, int connection, int fieldAssociation, const char *name)
virtual void SetInputArrayToProcess (int idx, int port, int connection, int fieldAssociation, int fieldAttributeType)
virtual void SetInputArrayToProcess (int idx, vtkInformation *info)
virtual void SetInputArrayToProcess (int idx, int port, int connection, const char *fieldAssociation, const char *attributeTypeorName)
vtkDataObjectGetInputDataObject (int port, int connection)
virtual void SetInputConnection (int port, vtkAlgorithmOutput *input)
virtual void SetInputConnection (vtkAlgorithmOutput *input)
virtual void AddInputConnection (int port, vtkAlgorithmOutput *input)
virtual void AddInputConnection (vtkAlgorithmOutput *input)
vtkAlgorithmOutputGetOutputPort (int index)
vtkAlgorithmOutputGetOutputPort ()
virtual void SetReleaseDataFlag (int)
virtual int GetReleaseDataFlag ()
void ReleaseDataFlagOn ()
void ReleaseDataFlagOff ()
int UpdateExtentIsEmpty (vtkDataObject *output)
int UpdateExtentIsEmpty (vtkInformation *pinfo, int extentType)
- Public Member Functions inherited from vtkObject
virtual void DebugOn ()
virtual void DebugOff ()
unsigned char GetDebug ()
void SetDebug (unsigned char debugFlag)
virtual void Modified ()
virtual unsigned long GetMTime ()
unsigned long AddObserver (unsigned long event, vtkCommand *, float priority=0.0f)
unsigned long AddObserver (const char *event, vtkCommand *, float priority=0.0f)
vtkCommandGetCommand (unsigned long tag)
void RemoveObserver (vtkCommand *)
void RemoveObservers (unsigned long event, vtkCommand *)
void RemoveObservers (const char *event, vtkCommand *)
int HasObserver (unsigned long event, vtkCommand *)
int HasObserver (const char *event, vtkCommand *)
void RemoveObserver (unsigned long tag)
void RemoveObservers (unsigned long event)
void RemoveObservers (const char *event)
void RemoveAllObservers ()
int HasObserver (unsigned long event)
int HasObserver (const char *event)
template<class U , class T >
unsigned long AddObserver (unsigned long event, U observer, void(T::*callback)(), float priority=0.0f)
template<class U , class T >
unsigned long AddObserver (unsigned long event, U observer, void(T::*callback)(vtkObject *, unsigned long, void *), float priority=0.0f)
int InvokeEvent (unsigned long event, void *callData)
int InvokeEvent (const char *event, void *callData)
int InvokeEvent (unsigned long event)
int InvokeEvent (const char *event)
- Public Member Functions inherited from vtkObjectBase
const char * GetClassName () const
virtual void Delete ()
virtual void FastDelete ()
void Print (ostream &os)
void SetReferenceCount (int)
void PrintRevisions (ostream &os)
virtual void PrintHeader (ostream &os, vtkIndent indent)
virtual void PrintTrailer (ostream &os, vtkIndent indent)
int GetReferenceCount ()

Static Public Member Functions

static vtkPDescriptiveStatisticsNew ()
static int IsTypeOf (const char *type)
static vtkPDescriptiveStatisticsSafeDownCast (vtkObject *o)

Protected Member Functions

 vtkPDescriptiveStatistics ()
 ~vtkPDescriptiveStatistics ()
- Protected Member Functions inherited from vtkDescriptiveStatistics
 vtkDescriptiveStatistics ()
 ~vtkDescriptiveStatistics ()
virtual void Derive (vtkMultiBlockDataSet *)
virtual void Test (vtkTable *inData, vtkMultiBlockDataSet *inMeta, vtkTable *outMeta)
virtual void SelectAssessFunctor (vtkTable *outData, vtkDataObject *inMeta, vtkStringArray *rowNames, AssessFunctor *&dfunc)
- Protected Member Functions inherited from vtkUnivariateStatisticsAlgorithm
 vtkUnivariateStatisticsAlgorithm ()
 ~vtkUnivariateStatisticsAlgorithm ()
virtual void Assess (vtkTable *inData, vtkMultiBlockDataSet *inMeta, vtkTable *outData)
- Protected Member Functions inherited from vtkStatisticsAlgorithm
 vtkStatisticsAlgorithm ()
 ~vtkStatisticsAlgorithm ()
virtual int FillInputPortInformation (int port, vtkInformation *info)
virtual int FillOutputPortInformation (int port, vtkInformation *info)
virtual int RequestData (vtkInformation *, vtkInformationVector **, vtkInformationVector *)
- Protected Member Functions inherited from vtkTableAlgorithm
 vtkTableAlgorithm ()
 ~vtkTableAlgorithm ()
virtual int RequestInformation (vtkInformation *request, vtkInformationVector **inputVector, vtkInformationVector *outputVector)
virtual int RequestUpdateExtent (vtkInformation *, vtkInformationVector **, vtkInformationVector *)
- Protected Member Functions inherited from vtkAlgorithm
 vtkAlgorithm ()
 ~vtkAlgorithm ()
virtual void SetNumberOfInputPorts (int n)
virtual void SetNumberOfOutputPorts (int n)
int InputPortIndexInRange (int index, const char *action)
int OutputPortIndexInRange (int index, const char *action)
int GetInputArrayAssociation (int idx, vtkInformationVector **inputVector)
virtual vtkExecutiveCreateDefaultExecutive ()
virtual void ReportReferences (vtkGarbageCollector *)
virtual void SetNumberOfInputConnections (int port, int n)
int GetInputArrayAssociation (int idx, int connection, vtkInformationVector **inputVector)
int GetInputArrayAssociation (int idx, vtkDataObject *input)
vtkDataArrayGetInputArrayToProcess (int idx, vtkInformationVector **inputVector)
vtkDataArrayGetInputArrayToProcess (int idx, vtkInformationVector **inputVector, int &association)
vtkDataArrayGetInputArrayToProcess (int idx, int connection, vtkInformationVector **inputVector)
vtkDataArrayGetInputArrayToProcess (int idx, int connection, vtkInformationVector **inputVector, int &association)
vtkDataArrayGetInputArrayToProcess (int idx, vtkDataObject *input)
vtkDataArrayGetInputArrayToProcess (int idx, vtkDataObject *input, int &association)
vtkAbstractArrayGetInputAbstractArrayToProcess (int idx, vtkInformationVector **inputVector)
vtkAbstractArrayGetInputAbstractArrayToProcess (int idx, vtkInformationVector **inputVector, int &association)
vtkAbstractArrayGetInputAbstractArrayToProcess (int idx, int connection, vtkInformationVector **inputVector)
vtkAbstractArrayGetInputAbstractArrayToProcess (int idx, int connection, vtkInformationVector **inputVector, int &association)
vtkAbstractArrayGetInputAbstractArrayToProcess (int idx, vtkDataObject *input)
vtkAbstractArrayGetInputAbstractArrayToProcess (int idx, vtkDataObject *input, int &association)
vtkInformationGetInputArrayFieldInformation (int idx, vtkInformationVector **inputVector)
virtual void SetNthInputConnection (int port, int index, vtkAlgorithmOutput *input)
virtual void SetErrorCode (unsigned long)
- Protected Member Functions inherited from vtkObject
 vtkObject ()
virtual ~vtkObject ()
virtual void RegisterInternal (vtkObjectBase *, int check)
virtual void UnRegisterInternal (vtkObjectBase *, int check)
void InternalGrabFocus (vtkCommand *mouseEvents, vtkCommand *keypressEvents=NULL)
void InternalReleaseFocus ()
- Protected Member Functions inherited from vtkObjectBase
 vtkObjectBase ()
virtual ~vtkObjectBase ()
virtual void CollectRevisions (ostream &os)
 vtkObjectBase (const vtkObjectBase &)
void operator= (const vtkObjectBase &)

Protected Attributes

vtkMultiProcessControllerController
- Protected Attributes inherited from vtkDescriptiveStatistics
int UnbiasedVariance
int G1Skewness
int G2Kurtosis
int SignedDeviations

Additional Inherited Members

- Public Attributes inherited from vtkAlgorithm
int AbortExecute
- Static Protected Member Functions inherited from vtkAlgorithm
static vtkInformationIntegerKeyPORT_REQUIREMENTS_FILLED ()
- Static Protected Attributes inherited from vtkAlgorithm
static vtkExecutiveDefaultExecutivePrototype
- Friends inherited from vtkObject

Detailed Description

A class for parallel univariate descriptive statistics.

vtkPDescriptiveStatistics is vtkDescriptiveStatistics subclass for parallel datasets. It learns and derives the global statistical model on each node, but assesses each individual data points on the node that owns it.

Thanks:
Thanks to Philippe Pebay from Sandia National Laboratories for implementing this class.
Tests:
vtkPDescriptiveStatistics (Tests)

Definition at line 37 of file vtkPDescriptiveStatistics.h.

Member Typedef Documentation

Definition at line 41 of file vtkPDescriptiveStatistics.h.

Constructor & Destructor Documentation

vtkPDescriptiveStatistics::vtkPDescriptiveStatistics ( )
protected
vtkPDescriptiveStatistics::~vtkPDescriptiveStatistics ( )
protected

Member Function Documentation

static vtkPDescriptiveStatistics* vtkPDescriptiveStatistics::New ( )
static

Create an object with Debug turned off, modified time initialized to zero, and reference counting on.

Reimplemented from vtkDescriptiveStatistics.

virtual const char* vtkPDescriptiveStatistics::GetClassName ( )
virtual

Reimplemented from vtkDescriptiveStatistics.

static int vtkPDescriptiveStatistics::IsTypeOf ( const char *  name)
static

Return 1 if this class type is the same type of (or a subclass of) the named class. Returns 0 otherwise. This method works in combination with vtkTypeMacro found in vtkSetGet.h.

Reimplemented from vtkDescriptiveStatistics.

virtual int vtkPDescriptiveStatistics::IsA ( const char *  name)
virtual

Return 1 if this class is the same type of (or a subclass of) the named class. Returns 0 otherwise. This method works in combination with vtkTypeMacro found in vtkSetGet.h.

Reimplemented from vtkDescriptiveStatistics.

static vtkPDescriptiveStatistics* vtkPDescriptiveStatistics::SafeDownCast ( vtkObject o)
static

Reimplemented from vtkDescriptiveStatistics.

void vtkPDescriptiveStatistics::PrintSelf ( ostream &  os,
vtkIndent  indent 
)
virtual

Methods invoked by print to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Reimplemented from vtkDescriptiveStatistics.

virtual void vtkPDescriptiveStatistics::SetController ( vtkMultiProcessController )
virtual

Get/Set the multiprocess controller. If no controller is set, single process is assumed.

virtual vtkMultiProcessController* vtkPDescriptiveStatistics::GetController ( )
virtual

Get/Set the multiprocess controller. If no controller is set, single process is assumed.

virtual void vtkPDescriptiveStatistics::Learn ( vtkTable inData,
vtkTable inParameters,
vtkMultiBlockDataSet outMeta 
)
virtual

Execute the parallel calculations required by the Learn option.

Reimplemented from vtkDescriptiveStatistics.

Member Data Documentation

vtkMultiProcessController* vtkPDescriptiveStatistics::Controller
protected

Definition at line 62 of file vtkPDescriptiveStatistics.h.


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