Package org.tensorflow.metadata.v0

Class TensorRepresentation.SparseTensor

  • All Implemented Interfaces:
    com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable, TensorRepresentation.SparseTensorOrBuilder
    Enclosing class:
    TensorRepresentation
    public static final class TensorRepresentation.SparseTensor
extends com.google.protobuf.GeneratedMessageV3
implements TensorRepresentation.SparseTensorOrBuilder
     A tf.SparseTensor whose indices and values come from separate data columns.
 This will replace Schema.sparse_feature eventually.
 The index columns must be of INT type, and all the columns must co-occur
 and have the same valency at the same row.
    Protobuf type tensorflow.metadata.v0.TensorRepresentation.SparseTensor
    See Also:
    Serialized Form

    • Method Detail

      • newInstance

        protected 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()

      • internalGetFieldAccessorTable

        protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

      • hasDenseShape

        public boolean hasDenseShape()
         The dense shape of the resulting SparseTensor (does not include the batch
 dimension).
        optional .tensorflow.metadata.v0.FixedShape dense_shape = 1;
        Specified by:
        hasDenseShape in interface TensorRepresentation.SparseTensorOrBuilder
        Returns:
        Whether the denseShape field is set.

      • getIndexColumnNamesList

        public com.google.protobuf.ProtocolStringList getIndexColumnNamesList()
         The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
        repeated string index_column_names = 2;
        Specified by:
        getIndexColumnNamesList in interface TensorRepresentation.SparseTensorOrBuilder
        Returns:
        A list containing the indexColumnNames.

      • getIndexColumnNamesCount

        public int getIndexColumnNamesCount()
         The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
        repeated string index_column_names = 2;
        Specified by:
        getIndexColumnNamesCount in interface TensorRepresentation.SparseTensorOrBuilder
        Returns:
        The count of indexColumnNames.

      • getIndexColumnNames

        public String getIndexColumnNames​(int index)
         The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
        repeated string index_column_names = 2;
        Specified by:
        getIndexColumnNames in interface TensorRepresentation.SparseTensorOrBuilder
        Parameters:
        index - The index of the element to return.
        Returns:
        The indexColumnNames at the given index.

      • getIndexColumnNamesBytes

        public com.google.protobuf.ByteString getIndexColumnNamesBytes​(int index)
         The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
        repeated string index_column_names = 2;
        Specified by:
        getIndexColumnNamesBytes in interface TensorRepresentation.SparseTensorOrBuilder
        Parameters:
        index - The index of the value to return.
        Returns:
        The bytes of the indexColumnNames 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 IOException
        Specified by:
        writeTo in interface com.google.protobuf.MessageLite
        Overrides:
        writeTo in class com.google.protobuf.GeneratedMessageV3
        Throws:
        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​(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 TensorRepresentation.SparseTensor parseFrom​(ByteBuffer data,
                                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                   throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static TensorRepresentation.SparseTensor parseFrom​(com.google.protobuf.ByteString data)
                                                   throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static TensorRepresentation.SparseTensor parseFrom​(com.google.protobuf.ByteString data,
                                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                   throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static TensorRepresentation.SparseTensor parseFrom​(byte[] data)
                                                   throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static TensorRepresentation.SparseTensor parseFrom​(byte[] data,
                                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                   throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • newBuilderForType

        public TensorRepresentation.SparseTensor.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface com.google.protobuf.Message
        Specified by:
        newBuilderForType in interface com.google.protobuf.MessageLite

      • toBuilder

        public TensorRepresentation.SparseTensor.Builder toBuilder()
        Specified by:
        toBuilder in interface com.google.protobuf.Message
        Specified by:
        toBuilder in interface com.google.protobuf.MessageLite

      • newBuilderForType

        protected TensorRepresentation.SparseTensor.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3

      • getParserForType

        public com.google.protobuf.Parser<TensorRepresentation.SparseTensor> 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 TensorRepresentation.SparseTensor getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder