Python* API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

Public Member Functions | List of all members
DistributedInput Class Reference

Input objects of the PCA SVD algorithm in the distributed processing mode. More...

Public Member Functions

def __init__
 
def set
 
def get
 
def add
 
def getPartialResult
 
def check
 
def getNFeatures
 
- Public Member Functions inherited from InputIface
def getNFeatures
 
def isCorrelation
 
- Public Member Functions inherited from Input
def __init__
 
def check
 
- Public Member Functions inherited from Argument
def __init__
 
def __lshift__
 
def size
 

Detailed Description

Aliases
  • DistributedInput_SvdDense is an alias of DistributedInput(method=daal.algorithms.pca.svdDense)
  • DistributedInput_CorrelationDense is an alias of DistributedInput(method=daal.algorithms.pca.correlationDense)

Constructor & Destructor Documentation

def __init__ (   self,
  args 
)

__init__(daal.algorithms.pca.DistributedInput<(daal.algorithms.pca.svdDense)> self) -> DistributedInput

Member Function Documentation

def add (   self,
  id,
  value 
)

Adds input objects of the PCA algorithm on the second step in the distributed processing mode

Parameters
idIdentifier of the input object
valuePointer to the input object
def check (   self,
  parameter,
  method 
)

Checks the input of the PCA algorithm

Parameters
parameterAlgorithm parameter
methodComputation method
Returns
Errors detected while checking
def get (   self,
  id 
)

Gets input objects for the PCA algorithm on the second step in the distributed processing mode

Parameters
idIdentifier of the input object
Returns
Input object that corresponds to the given identifier
def getNFeatures (   self)

Returns the number of columns in the input data set

Returns
Number of columns in the input data set
def getPartialResult (   self,
  id 
)

Retrieves specific partial result from the input objects of the PCA algorithm on the second step in the distributed processing mode

Parameters
idIdentifier of the partial result
def set (   self,
  id,
  ptr 
)

Sets input objects for the PCA on the second step in the distributed processing mode

Parameters
idIdentifier of the input object
ptrInput object that corresponds to the given identifier

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

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