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c

org.tensorflow.metadata.v0

TensorRepresentationGroup

final class TensorRepresentationGroup extends GeneratedMessageV3 with TensorRepresentationGroupOrBuilder

A TensorRepresentationGroup is a collection of TensorRepresentations with
names. These names may serve as identifiers when converting the dataset
to a collection of Tensors or tf.CompositeTensors.
For example, given the following group:
{
  key: "dense_tensor"
  tensor_representation {
    dense_tensor {
      column_name: "univalent_feature"
      shape {
        dim {
          size: 1
        }
      }
      default_value {
        float_value: 0
      }
    }
  }
}
{
  key: "varlen_sparse_tensor"
  tensor_representation {
    varlen_sparse_tensor {
      column_name: "multivalent_feature"
    }
  }
}

Then the schema is expected to have feature "univalent_feature" and
"multivalent_feature", and when a batch of data is converted to Tensors using
this TensorRepresentationGroup, the result may be the following dict:
{
  "dense_tensor": tf.Tensor(...),
  "varlen_sparse_tensor": tf.SparseTensor(...),
}

Protobuf type tensorflow.metadata.v0.TensorRepresentationGroup

Source
TensorRepresentationGroup.java
Ordering
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Inherited
  1. TensorRepresentationGroup
  2. TensorRepresentationGroupOrBuilder
  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. def containsTensorRepresentation(key: String): Boolean

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
    Annotations
    @Override()
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. def equals(obj: AnyRef): Boolean
    Definition Classes
    TensorRepresentationGroup → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  9. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  10. def findInitializationErrors(): List[String]
    Definition Classes
    AbstractMessage → MessageOrBuilder
  11. def getAllFields(): Map[FieldDescriptor, AnyRef]
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  12. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  13. def getDefaultInstanceForType(): TensorRepresentationGroup
    Definition Classes
    TensorRepresentationGroup → MessageOrBuilder → MessageLiteOrBuilder
    Annotations
    @Override()
  14. def getDescriptorForType(): Descriptor
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  15. def getField(field: FieldDescriptor): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  16. def getInitializationErrorString(): String
    Definition Classes
    AbstractMessage → MessageOrBuilder
  17. def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  18. def getParserForType(): Parser[TensorRepresentationGroup]
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3 → Message → MessageLite
    Annotations
    @Override()
  19. def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  20. def getRepeatedFieldCount(field: FieldDescriptor): Int
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  21. def getSerializedSize(): Int
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  22. def getTensorRepresentationCount(): Int

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
  23. def getTensorRepresentationMap(): Map[String, TensorRepresentation]

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
    Annotations
    @Override()
  24. def getTensorRepresentationOrDefault(key: String, defaultValue: TensorRepresentation): TensorRepresentation

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
    Annotations
    @Override()
  25. def getTensorRepresentationOrThrow(key: String): TensorRepresentation

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
    Annotations
    @Override()
  26. def getUnknownFields(): UnknownFieldSet
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  27. def hasField(field: FieldDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  28. def hasOneof(oneof: OneofDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  29. def hashCode(): Int
    Definition Classes
    TensorRepresentationGroup → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  30. def internalGetFieldAccessorTable(): FieldAccessorTable
    Attributes
    protected[v0]
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3
    Annotations
    @Override()
  31. def internalGetMapFieldReflection(number: Int): MapFieldReflectionAccessor
    Attributes
    protected[v0]
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3
    Annotations
    @SuppressWarnings() @Override()
  32. final def isInitialized(): Boolean
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
    Annotations
    @Override()
  33. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  34. def makeExtensionsImmutable(): Unit
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
  35. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  36. def newBuilderForType(parent: BuilderParent): Builder
    Attributes
    protected[v0]
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3
    Annotations
    @Override()
  37. def newBuilderForType(): Builder
    Definition Classes
    TensorRepresentationGroup → Message → MessageLite
    Annotations
    @Override()
  38. def newBuilderForType(parent: BuilderParent): Builder
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3 → AbstractMessage
  39. def newInstance(unused: UnusedPrivateParameter): AnyRef
    Attributes
    protected[v0]
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3
    Annotations
    @Override() @SuppressWarnings()
  40. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  41. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  42. def parseUnknownField(input: CodedInputStream, unknownFields: Builder, extensionRegistry: ExtensionRegistryLite, tag: Int): Boolean
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[java.io.IOException])
  43. def parseUnknownFieldProto3(input: CodedInputStream, unknownFields: Builder, extensionRegistry: ExtensionRegistryLite, tag: Int): Boolean
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[java.io.IOException])
  44. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  45. def toBuilder(): Builder
    Definition Classes
    TensorRepresentationGroup → Message → MessageLite
    Annotations
    @Override()
  46. def toByteArray(): Array[Byte]
    Definition Classes
    AbstractMessageLite → MessageLite
  47. def toByteString(): ByteString
    Definition Classes
    AbstractMessageLite → MessageLite
  48. final def toString(): String
    Definition Classes
    AbstractMessage → Message → AnyRef → Any
  49. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  50. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  51. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  52. def writeDelimitedTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])
  53. def writeReplace(): AnyRef
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[java.io.ObjectStreamException])
  54. def writeTo(output: CodedOutputStream): Unit
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  55. def writeTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])

Deprecated Value Members

  1. def getTensorRepresentation(): Map[String, TensorRepresentation]

    Use #getTensorRepresentationMap() instead.

    Use #getTensorRepresentationMap() instead.

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

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