tensorflow.serving

Class Predict.PredictRequest

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

tensorflow.serving.Predict.PredictRequest

All Implemented Interfaces:

com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, java.io.Serializable, Predict.PredictRequestOrBuilder

Enclosing class:

Predict

public static final class Predict.PredictRequest
extends com.google.protobuf.GeneratedMessageV3
implements Predict.PredictRequestOrBuilder

 PredictRequest specifies which TensorFlow model to run, as well as
 how inputs are mapped to tensors and how outputs are filtered before
 returning to user.
 

Protobuf type tensorflow.serving.PredictRequest

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Predict.PredictRequest.Builder PredictRequest specifies which TensorFlow model to run, as well as how inputs are mapped to tensors and how outputs are filtered before returning to user.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	INPUTS_FIELD_NUMBER
static int	MODEL_SPEC_FIELD_NUMBER
static int	OUTPUT_FILTER_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	containsInputs(java.lang.String key) Input tensors.
boolean	equals(java.lang.Object obj)
static Predict.PredictRequest	getDefaultInstance()
Predict.PredictRequest	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
java.util.Map<java.lang.String,TensorProto>	getInputs() Deprecated.
int	getInputsCount() Input tensors.
java.util.Map<java.lang.String,TensorProto>	getInputsMap() Input tensors.
TensorProto	getInputsOrDefault(java.lang.String key, TensorProto defaultValue) Input tensors.
TensorProto	getInputsOrThrow(java.lang.String key) Input tensors.
Model.ModelSpec	getModelSpec() Model Specification.
Model.ModelSpecOrBuilder	getModelSpecOrBuilder() Model Specification.
java.lang.String	getOutputFilter(int index) Output filter.
com.google.protobuf.ByteString	getOutputFilterBytes(int index) Output filter.
int	getOutputFilterCount() Output filter.
com.google.protobuf.ProtocolStringList	getOutputFilterList() Output filter.
com.google.protobuf.Parser<Predict.PredictRequest>	getParserForType()
int	getSerializedSize()
com.google.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
boolean	hasModelSpec() Model Specification.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
protected com.google.protobuf.MapField	internalGetMapField(int number)
boolean	isInitialized()
static Predict.PredictRequest.Builder	newBuilder()
static Predict.PredictRequest.Builder	newBuilder(Predict.PredictRequest prototype)
Predict.PredictRequest.Builder	newBuilderForType()
protected Predict.PredictRequest.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected java.lang.Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static Predict.PredictRequest	parseDelimitedFrom(java.io.InputStream input)
static Predict.PredictRequest	parseDelimitedFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static Predict.PredictRequest	parseFrom(byte[] data)
static Predict.PredictRequest	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static Predict.PredictRequest	parseFrom(java.nio.ByteBuffer data)
static Predict.PredictRequest	parseFrom(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static Predict.PredictRequest	parseFrom(com.google.protobuf.ByteString data)
static Predict.PredictRequest	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static Predict.PredictRequest	parseFrom(com.google.protobuf.CodedInputStream input)
static Predict.PredictRequest	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static Predict.PredictRequest	parseFrom(java.io.InputStream input)
static Predict.PredictRequest	parseFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<Predict.PredictRequest>	parser()
Predict.PredictRequest.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

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

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

MODEL_SPEC_FIELD_NUMBER

public static final int MODEL_SPEC_FIELD_NUMBER

See Also:

Constant Field Values

INPUTS_FIELD_NUMBER

public static final int INPUTS_FIELD_NUMBER

See Also:

Constant Field Values

OUTPUT_FILTER_FIELD_NUMBER

public static final int OUTPUT_FILTER_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected java.lang.Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getUnknownFields

public final com.google.protobuf.UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface com.google.protobuf.MessageOrBuilder

Overrides:

getUnknownFields in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetMapField

protected com.google.protobuf.MapField internalGetMapField(int number)

Overrides:

internalGetMapField in class com.google.protobuf.GeneratedMessageV3

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

hasModelSpec

public boolean hasModelSpec()

 Model Specification. If version is not specified, will use the latest
 (numerical) version.
 

.tensorflow.serving.ModelSpec model_spec = 1;

Specified by:

hasModelSpec in interface Predict.PredictRequestOrBuilder

Returns:

Whether the modelSpec field is set.

getModelSpec

public Model.ModelSpec getModelSpec()

 Model Specification. If version is not specified, will use the latest
 (numerical) version.
 

.tensorflow.serving.ModelSpec model_spec = 1;

Specified by:

getModelSpec in interface Predict.PredictRequestOrBuilder

Returns:

The modelSpec.

getModelSpecOrBuilder

public Model.ModelSpecOrBuilder getModelSpecOrBuilder()

 Model Specification. If version is not specified, will use the latest
 (numerical) version.
 

.tensorflow.serving.ModelSpec model_spec = 1;

Specified by:

getModelSpecOrBuilder in interface Predict.PredictRequestOrBuilder

getInputsCount

public int getInputsCount()

Description copied from interface: Predict.PredictRequestOrBuilder

 Input tensors.
 Names of input tensor are alias names. The mapping from aliases to real
 input tensor names is stored in the SavedModel export as a prediction
 SignatureDef under the 'inputs' field.
 

map<string, .tensorflow.TensorProto> inputs = 2;

Specified by:

getInputsCount in interface Predict.PredictRequestOrBuilder

containsInputs

public boolean containsInputs(java.lang.String key)

 Input tensors.
 Names of input tensor are alias names. The mapping from aliases to real
 input tensor names is stored in the SavedModel export as a prediction
 SignatureDef under the 'inputs' field.
 

map<string, .tensorflow.TensorProto> inputs = 2;

Specified by:

containsInputs in interface Predict.PredictRequestOrBuilder

getInputs

@Deprecated
public java.util.Map<java.lang.String,TensorProto> getInputs()

Deprecated.

Use getInputsMap() instead.

Specified by:

getInputs in interface Predict.PredictRequestOrBuilder

getInputsMap

public java.util.Map<java.lang.String,TensorProto> getInputsMap()

 Input tensors.
 Names of input tensor are alias names. The mapping from aliases to real
 input tensor names is stored in the SavedModel export as a prediction
 SignatureDef under the 'inputs' field.
 

map<string, .tensorflow.TensorProto> inputs = 2;

Specified by:

getInputsMap in interface Predict.PredictRequestOrBuilder

getInputsOrDefault

public TensorProto getInputsOrDefault(java.lang.String key,
                                      TensorProto defaultValue)

 Input tensors.
 Names of input tensor are alias names. The mapping from aliases to real
 input tensor names is stored in the SavedModel export as a prediction
 SignatureDef under the 'inputs' field.
 

map<string, .tensorflow.TensorProto> inputs = 2;

Specified by:

getInputsOrDefault in interface Predict.PredictRequestOrBuilder

getInputsOrThrow

public TensorProto getInputsOrThrow(java.lang.String key)

 Input tensors.
 Names of input tensor are alias names. The mapping from aliases to real
 input tensor names is stored in the SavedModel export as a prediction
 SignatureDef under the 'inputs' field.
 

map<string, .tensorflow.TensorProto> inputs = 2;

Specified by:

getInputsOrThrow in interface Predict.PredictRequestOrBuilder

getOutputFilterList

public com.google.protobuf.ProtocolStringList getOutputFilterList()

 Output filter.
 Names specified are alias names. The mapping from aliases to real output
 tensor names is stored in the SavedModel export as a prediction
 SignatureDef under the 'outputs' field.
 Only tensors specified here will be run/fetched and returned, with the
 exception that when none is specified, all tensors specified in the
 named signature will be run/fetched and returned.
 

repeated string output_filter = 3;

Specified by:

getOutputFilterList in interface Predict.PredictRequestOrBuilder

Returns:

A list containing the outputFilter.

getOutputFilterCount

public int getOutputFilterCount()

 Output filter.
 Names specified are alias names. The mapping from aliases to real output
 tensor names is stored in the SavedModel export as a prediction
 SignatureDef under the 'outputs' field.
 Only tensors specified here will be run/fetched and returned, with the
 exception that when none is specified, all tensors specified in the
 named signature will be run/fetched and returned.
 

repeated string output_filter = 3;

Specified by:

getOutputFilterCount in interface Predict.PredictRequestOrBuilder

Returns:

The count of outputFilter.

getOutputFilter

public java.lang.String getOutputFilter(int index)

 Output filter.
 Names specified are alias names. The mapping from aliases to real output
 tensor names is stored in the SavedModel export as a prediction
 SignatureDef under the 'outputs' field.
 Only tensors specified here will be run/fetched and returned, with the
 exception that when none is specified, all tensors specified in the
 named signature will be run/fetched and returned.
 

repeated string output_filter = 3;

Specified by:

getOutputFilter in interface Predict.PredictRequestOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The outputFilter at the given index.

getOutputFilterBytes

public com.google.protobuf.ByteString getOutputFilterBytes(int index)

 Output filter.
 Names specified are alias names. The mapping from aliases to real output
 tensor names is stored in the SavedModel export as a prediction
 SignatureDef under the 'outputs' field.
 Only tensors specified here will be run/fetched and returned, with the
 exception that when none is specified, all tensors specified in the
 named signature will be run/fetched and returned.
 

repeated string output_filter = 3;

Specified by:

getOutputFilterBytes in interface Predict.PredictRequestOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the outputFilter at the given index.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws java.io.IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

java.io.IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(java.lang.Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static Predict.PredictRequest parseFrom(java.nio.ByteBuffer data)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Predict.PredictRequest parseFrom(java.nio.ByteBuffer data,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Predict.PredictRequest parseFrom(com.google.protobuf.ByteString data)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Predict.PredictRequest parseFrom(com.google.protobuf.ByteString data,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Predict.PredictRequest parseFrom(byte[] data)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Predict.PredictRequest parseFrom(byte[] data,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Predict.PredictRequest parseFrom(java.io.InputStream input)
                                        throws java.io.IOException

Throws:

java.io.IOException

parseFrom

public static Predict.PredictRequest parseFrom(java.io.InputStream input,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws java.io.IOException

Throws:

java.io.IOException

parseDelimitedFrom

public static Predict.PredictRequest parseDelimitedFrom(java.io.InputStream input)
                                                 throws java.io.IOException

Throws:

java.io.IOException

parseDelimitedFrom

public static Predict.PredictRequest parseDelimitedFrom(java.io.InputStream input,
                                                        com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                 throws java.io.IOException

Throws:

java.io.IOException

parseFrom

public static Predict.PredictRequest parseFrom(com.google.protobuf.CodedInputStream input)
                                        throws java.io.IOException

Throws:

java.io.IOException

parseFrom

public static Predict.PredictRequest parseFrom(com.google.protobuf.CodedInputStream input,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws java.io.IOException

Throws:

java.io.IOException

newBuilderForType

public Predict.PredictRequest.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static Predict.PredictRequest.Builder newBuilder()

newBuilder

public static Predict.PredictRequest.Builder newBuilder(Predict.PredictRequest prototype)

toBuilder

public Predict.PredictRequest.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected Predict.PredictRequest.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static Predict.PredictRequest getDefaultInstance()

parser

public static com.google.protobuf.Parser<Predict.PredictRequest> parser()

getParserForType

public com.google.protobuf.Parser<Predict.PredictRequest> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public Predict.PredictRequest getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder