InitializeTableFromTextFile

public final class InitializeTableFromTextFile

Initializes a table from a text file.

It inserts one key-value pair into the table for each line of the file. The key and value is extracted from the whole line content, elements from the split line based on `delimiter` or the line number (starting from zero). Where to extract the key and value from a line is specified by `key_index` and `value_index`.

- A value of -1 means use the line number(starting from zero), expects `int64`. - A value of -2 means use the whole line content, expects `string`. - A value >= 0 means use the index (starting at zero) of the split line based on `delimiter`.

Nested Classes

class InitializeTableFromTextFile.Options Optional attributes for InitializeTableFromTextFile

Constants

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

Public Methods

static InitializeTableFromTextFile	create(Scope scope, Operand<?> tableHandle, Operand<TString> filename, Long keyIndex, Long valueIndex, Options... options) Factory method to create a class wrapping a new InitializeTableFromTextFile operation.
static InitializeTableFromTextFile.Options	delimiter(String delimiter)
static InitializeTableFromTextFile.Options	vocabSize(Long vocabSize)

Inherited Methods

From class org.tensorflow.op.RawOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single `Operation`.
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.op.Op

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single `Operation`.

Constants

public static final String OP_NAME

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

Constant Value: "InitializeTableFromTextFileV2"

Public Methods

public static InitializeTableFromTextFile create (Scope scope, Operand<?> tableHandle, Operand<TString> filename, Long keyIndex, Long valueIndex, Options... options)

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

Parameters

scope	current scope
tableHandle	Handle to a table which will be initialized.
filename	Filename of a vocabulary text file.
keyIndex	Column index in a line to get the table `key` values from.
valueIndex	Column index that represents information of a line to get the table `value` values from.
options	carries optional attributes values

Returns

a new instance of InitializeTableFromTextFile

public static InitializeTableFromTextFile.Options delimiter (String delimiter)

Parameters

delimiter	Delimiter to separate fields in a line.

public static InitializeTableFromTextFile.Options vocabSize (Long vocabSize)

Parameters

vocabSize	Number of elements of the file, use -1 if unknown.