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c

org.tensorflow.metadata.v0

TensorRepresentation

final class TensorRepresentation extends GeneratedMessageV3 with TensorRepresentationOrBuilder

A TensorRepresentation captures the intent for converting columns in a
dataset to TensorFlow Tensors (or more generally, tf.CompositeTensors).
Note that one tf.CompositeTensor may consist of data from multiple columns,
for example, a N-dimensional tf.SparseTensor may need N + 1 columns to
provide the sparse indices and values.
Note that the "column name" that a TensorRepresentation needs is a
string, not a Path -- it means that the column name identifies a top-level
Feature in the schema (i.e. you cannot specify a Feature nested in a STRUCT
Feature).

Protobuf type tensorflow.metadata.v0.TensorRepresentation

Source
TensorRepresentation.java
Linear Supertypes
TensorRepresentationOrBuilder, GeneratedMessageV3, Serializable, AbstractMessage, Message, MessageOrBuilder, AbstractMessageLite[MessageType, BuilderType], MessageLite, MessageLiteOrBuilder, AnyRef, Any
Ordering
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  2. By Inheritance
Inherited
  1. TensorRepresentation
  2. TensorRepresentationOrBuilder
  3. GeneratedMessageV3
  4. Serializable
  5. AbstractMessage
  6. Message
  7. MessageOrBuilder
  8. AbstractMessageLite
  9. MessageLite
  10. MessageLiteOrBuilder
  11. AnyRef
  12. Any
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Visibility
  1. Public
  2. Protected

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  6. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  7. def equals(obj: AnyRef): Boolean
    Definition Classes
    TensorRepresentation → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  8. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  9. def findInitializationErrors(): List[String]
    Definition Classes
    AbstractMessage → MessageOrBuilder
  10. def getAllFields(): Map[FieldDescriptor, AnyRef]
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  11. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  12. def getDefaultInstanceForType(): TensorRepresentation
    Definition Classes
    TensorRepresentation → MessageOrBuilder → MessageLiteOrBuilder
    Annotations
    @Override()
  13. def getDenseTensor(): DenseTensor

    .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;

    .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;

    returns

    The denseTensor.

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  14. def getDenseTensorOrBuilder(): DenseTensorOrBuilder

    .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;

    .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  15. def getDescriptorForType(): Descriptor
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  16. def getField(field: FieldDescriptor): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  17. def getInitializationErrorString(): String
    Definition Classes
    AbstractMessage → MessageOrBuilder
  18. def getKindCase(): KindCase
    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
  19. def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  20. def getParserForType(): Parser[TensorRepresentation]
    Definition Classes
    TensorRepresentation → GeneratedMessageV3 → Message → MessageLite
    Annotations
    @Override()
  21. def getRaggedTensor(): RaggedTensor

    .tensorflow.metadata.v0.TensorRepresentation.RaggedTensor ragged_tensor = 4;

    .tensorflow.metadata.v0.TensorRepresentation.RaggedTensor ragged_tensor = 4;

    returns

    The raggedTensor.

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  22. def getRaggedTensorOrBuilder(): RaggedTensorOrBuilder

    .tensorflow.metadata.v0.TensorRepresentation.RaggedTensor ragged_tensor = 4;

    .tensorflow.metadata.v0.TensorRepresentation.RaggedTensor ragged_tensor = 4;

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  23. def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  24. def getRepeatedFieldCount(field: FieldDescriptor): Int
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  25. def getSerializedSize(): Int
    Definition Classes
    TensorRepresentation → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  26. def getSparseTensor(): SparseTensor

    .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;

    .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;

    returns

    The sparseTensor.

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  27. def getSparseTensorOrBuilder(): SparseTensorOrBuilder

    .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;

    .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  28. def getUnknownFields(): UnknownFieldSet
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  29. def getVarlenSparseTensor(): VarLenSparseTensor

    .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;

    .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;

    returns

    The varlenSparseTensor.

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  30. def getVarlenSparseTensorOrBuilder(): VarLenSparseTensorOrBuilder

    .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;

    .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  31. def hasDenseTensor(): Boolean

    .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;

    .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;

    returns

    Whether the denseTensor field is set.

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  32. def hasField(field: FieldDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  33. def hasOneof(oneof: OneofDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  34. def hasRaggedTensor(): Boolean

    .tensorflow.metadata.v0.TensorRepresentation.RaggedTensor ragged_tensor = 4;

    .tensorflow.metadata.v0.TensorRepresentation.RaggedTensor ragged_tensor = 4;

    returns

    Whether the raggedTensor field is set.

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  35. def hasSparseTensor(): Boolean

    .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;

    .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;

    returns

    Whether the sparseTensor field is set.

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  36. def hasVarlenSparseTensor(): Boolean

    .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;

    .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;

    returns

    Whether the varlenSparseTensor field is set.

    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
    Annotations
    @Override()
  37. def hashCode(): Int
    Definition Classes
    TensorRepresentation → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  38. def internalGetFieldAccessorTable(): FieldAccessorTable
    Attributes
    protected[v0]
    Definition Classes
    TensorRepresentation → GeneratedMessageV3
    Annotations
    @Override()
  39. def internalGetMapFieldReflection(fieldNumber: Int): MapFieldReflectionAccessor
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
  40. final def isInitialized(): Boolean
    Definition Classes
    TensorRepresentation → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
    Annotations
    @Override()
  41. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  42. def makeExtensionsImmutable(): Unit
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
  43. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  44. def newBuilderForType(parent: BuilderParent): Builder
    Attributes
    protected[v0]
    Definition Classes
    TensorRepresentation → GeneratedMessageV3
    Annotations
    @Override()
  45. def newBuilderForType(): Builder
    Definition Classes
    TensorRepresentation → Message → MessageLite
    Annotations
    @Override()
  46. def newBuilderForType(parent: BuilderParent): Builder
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3 → AbstractMessage
  47. def newInstance(unused: UnusedPrivateParameter): AnyRef
    Attributes
    protected[v0]
    Definition Classes
    TensorRepresentation → GeneratedMessageV3
    Annotations
    @Override() @SuppressWarnings()
  48. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  49. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  50. def parseUnknownField(input: CodedInputStream, unknownFields: Builder, extensionRegistry: ExtensionRegistryLite, tag: Int): Boolean
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[java.io.IOException])
  51. def parseUnknownFieldProto3(input: CodedInputStream, unknownFields: Builder, extensionRegistry: ExtensionRegistryLite, tag: Int): Boolean
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[java.io.IOException])
  52. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  53. def toBuilder(): Builder
    Definition Classes
    TensorRepresentation → Message → MessageLite
    Annotations
    @Override()
  54. def toByteArray(): Array[Byte]
    Definition Classes
    AbstractMessageLite → MessageLite
  55. def toByteString(): ByteString
    Definition Classes
    AbstractMessageLite → MessageLite
  56. final def toString(): String
    Definition Classes
    AbstractMessage → Message → AnyRef → Any
  57. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  58. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  59. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  60. def writeDelimitedTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])
  61. def writeReplace(): AnyRef
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[java.io.ObjectStreamException])
  62. def writeTo(output: CodedOutputStream): Unit
    Definition Classes
    TensorRepresentation → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  63. def writeTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])

Deprecated Value Members

  1. def internalGetMapField(fieldNumber: Int): MapField[_ <: AnyRef, _ <: AnyRef]
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @Deprecated
    Deprecated
  2. def mergeFromAndMakeImmutableInternal(input: CodedInputStream, extensionRegistry: ExtensionRegistryLite): Unit
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[com.google.protobuf.InvalidProtocolBufferException]) @Deprecated
    Deprecated

Inherited from TensorRepresentationOrBuilder

Inherited from GeneratedMessageV3

Inherited from Serializable

Inherited from AbstractMessage

Inherited from Message

Inherited from MessageOrBuilder

Inherited from AbstractMessageLite[MessageType, BuilderType]

Inherited from MessageLite

Inherited from MessageLiteOrBuilder

Inherited from AnyRef

Inherited from Any

Ungrouped