Class CSVDataset

java.lang.Object

org.tensorflow.op.RawOp

org.tensorflow.op.data.CSVDataset

All Implemented Interfaces:

Shaped, Op, Operand<TType>

@Operator(group="data")
public final class CSVDataset
extends RawOp
implements Operand<TType>

The CSVDatasetV2 operation

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	CSVDataset.Inputs

Field Summary

Fields

Modifier and Type	Field	Description
static final String	OP_NAME	The name of this op, as known by TensorFlow core engine

Fields inherited from class RawOp

operation

Constructor Summary

Constructors

Constructor	Description
CSVDataset(Operation operation)

Method Summary

Modifier and Type	Method	Description
Output<TType>	asOutput()	Returns the symbolic handle of the tensor.
static CSVDataset	create(Scope scope, Operand<TString> filenames, Operand<TString> compressionType, Operand<TInt64> bufferSize, Operand<TBool> header, Operand<TString> fieldDelim, Operand<TBool> useQuoteDelim, Operand<TString> naValue, Operand<TInt64> selectCols, Iterable<Operand<?>> recordDefaults, Operand<TInt64> excludeCols, List<Shape> outputShapes)	Factory method to create a class wrapping a new CSVDatasetV2 operation.
Output<? extends TType>	handle()	Gets handle.

Methods inherited from class RawOp

equals, hashCode, op, toString

Methods inherited from class Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface Op

env, op

Methods inherited from interface Operand

asTensor, shape, type

Methods inherited from interface Shaped

rank, size

Field Details

OP_NAME

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

See Also:

• Constant Field Values

Constructor Details

CSVDataset

public CSVDataset(Operation operation)

Method Details

create

@Endpoint(describeByClass=true)
public static CSVDataset create(Scope scope,
 Operand<TString> filenames,
 Operand<TString> compressionType,
 Operand<TInt64> bufferSize,
 Operand<TBool> header,
 Operand<TString> fieldDelim,
 Operand<TBool> useQuoteDelim,
 Operand<TString> naValue,
 Operand<TInt64> selectCols,
 Iterable<Operand<?>> recordDefaults,
 Operand<TInt64> excludeCols,
 List<Shape> outputShapes)

Factory method to create a class wrapping a new CSVDatasetV2 operation.

Parameters:

scope - current scope

filenames - The filenames value

compressionType - The compressionType value

bufferSize - The bufferSize value

header - The header value

fieldDelim - The fieldDelim value

useQuoteDelim - The useQuoteDelim value

naValue - The naValue value

selectCols - The selectCols value

recordDefaults - The recordDefaults value

excludeCols - The excludeCols value

outputShapes - The value of the outputShapes attribute

Returns:

a new instance of CSVDataset

handle

public Output<? extends TType> handle()

Gets handle.

Returns:

handle.

asOutput

public Output<TType> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of the tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

Specified by:

asOutput in interface Operand<TType>

See Also:

• OperationBuilder.addInput(Output)