Packages

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
  1. Alphabetic
  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. def equals(obj: AnyRef): Boolean
    Definition Classes
    TensorRepresentation → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  2. def findInitializationErrors(): List[String]
    Definition Classes
    AbstractMessage → MessageOrBuilder
  3. def getAllFields(): Map[FieldDescriptor, AnyRef]
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  4. def getDefaultInstanceForType(): TensorRepresentation
    Definition Classes
    TensorRepresentation → MessageOrBuilder → MessageLiteOrBuilder
    Annotations
    @Override()
  5. 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()
  6. 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()
  7. def getDescriptorForType(): Descriptor
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  8. def getField(field: FieldDescriptor): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  9. def getInitializationErrorString(): String
    Definition Classes
    AbstractMessage → MessageOrBuilder
  10. def getKindCase(): KindCase
    Definition Classes
    TensorRepresentation → TensorRepresentationOrBuilder
  11. def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  12. def getParserForType(): Parser[TensorRepresentation]
    Definition Classes
    TensorRepresentation → GeneratedMessageV3 → Message → MessageLite
    Annotations
    @Override()
  13. 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()
  14. 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()
  15. def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  16. def getRepeatedFieldCount(field: FieldDescriptor): Int
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  17. def getSerializedSize(): Int
    Definition Classes
    TensorRepresentation → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  18. 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()
  19. 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()
  20. def getUnknownFields(): UnknownFieldSet
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  21. 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()
  22. 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()
  23. 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()
  24. def hasField(field: FieldDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  25. def hasOneof(oneof: OneofDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  26. 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()
  27. 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()
  28. 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()
  29. def hashCode(): Int
    Definition Classes
    TensorRepresentation → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  30. final def isInitialized(): Boolean
    Definition Classes
    TensorRepresentation → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
    Annotations
    @Override()
  31. def newBuilderForType(): Builder
    Definition Classes
    TensorRepresentation → Message → MessageLite
    Annotations
    @Override()
  32. def toBuilder(): Builder
    Definition Classes
    TensorRepresentation → Message → MessageLite
    Annotations
    @Override()
  33. def toByteArray(): Array[Byte]
    Definition Classes
    AbstractMessageLite → MessageLite
  34. def toByteString(): ByteString
    Definition Classes
    AbstractMessageLite → MessageLite
  35. final def toString(): String
    Definition Classes
    AbstractMessage → Message → AnyRef → Any
  36. def writeDelimitedTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])
  37. def writeTo(output: CodedOutputStream): Unit
    Definition Classes
    TensorRepresentation → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  38. def writeTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])