Package tensorflow.serving

Class 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

    • 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.

      • 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

      • 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

      • 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

      • 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