Class RegexFullMatch

java.lang.Object

org.tensorflow.op.RawOp

org.tensorflow.op.strings.RegexFullMatch

All Implemented Interfaces:

Shaped, Op, Operand<TBool>

@Operator(group="strings")
public final class RegexFullMatch
extends RawOp
implements Operand<TBool>

Check if the input matches the regex pattern. The input is a string tensor of any shape. The pattern is a scalar string tensor which is applied to every element of the input tensor. The boolean values (True or False) of the output tensor indicate if the input matches the regex pattern provided.

The pattern follows the re2 syntax (https://github.com/google/re2/wiki/Syntax)

Examples:

tf.strings.regex_full_match(["TF lib", "lib TF"], ".*lib$") <tf.Tensor: shape=(2,), dtype=bool, numpy=array([ True, False])> tf.strings.regex_full_match(["TF lib", "lib TF"], ".*TF$") <tf.Tensor: shape=(2,), dtype=bool, numpy=array([False, True])>

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	RegexFullMatch.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
RegexFullMatch(Operation operation)

Method Summary

Modifier and Type	Method	Description
Output<TBool>	asOutput()	Returns the symbolic handle of the tensor.
static RegexFullMatch	create(Scope scope, Operand<TString> input, Operand<TString> pattern)	Factory method to create a class wrapping a new RegexFullMatch operation.
Output<TBool>	output()	Gets output.

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

RegexFullMatch

public RegexFullMatch(Operation operation)

Method Details

create

@Endpoint(describeByClass=true)
public static RegexFullMatch create(Scope scope,
 Operand<TString> input,
 Operand<TString> pattern)

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

Parameters:

scope - current scope

input - A string tensor of the text to be processed.

pattern - A scalar string tensor containing the regular expression to match the input.

Returns:

a new instance of RegexFullMatch

output

public Output<TBool> output()

Gets output. A bool tensor with the same shape as input.

Returns:

output.

asOutput

public Output<TBool> 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<TBool>

See Also:

• OperationBuilder.addInput(Output)