Packages

c

org.tensorflow.metadata.v0

WeightedFeature

final class WeightedFeature extends GeneratedMessageV3 with WeightedFeatureOrBuilder

Represents a weighted feature that is encoded as a combination of raw base
features. The `weight_feature` should be a float feature with identical
shape as the `feature`. This is useful for representing weights associated
with categorical tokens (e.g. a TFIDF weight associated with each token).
TODO(b/142122960): Handle WeightedCategorical end to end in TFX (validation,
TFX Unit Testing, etc)

Protobuf type tensorflow.metadata.v0.WeightedFeature

Source
WeightedFeature.java
Linear Supertypes
WeightedFeatureOrBuilder, GeneratedMessageV3, Serializable, AbstractMessage, Message, MessageOrBuilder, AbstractMessageLite[MessageType, BuilderType], MessageLite, MessageLiteOrBuilder, AnyRef, Any
Ordering
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Inherited
  1. WeightedFeature
  2. WeightedFeatureOrBuilder
  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
    WeightedFeature → 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(): WeightedFeature
    Definition Classes
    WeightedFeature → MessageOrBuilder → MessageLiteOrBuilder
    Annotations
    @Override()
  13. def getDescriptorForType(): Descriptor
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  14. def getFeature(): Path

    Path of a base feature to be weighted. Required.


    Path of a base feature to be weighted. Required.

    optional .tensorflow.metadata.v0.Path feature = 2;

    returns

    The feature.

    Definition Classes
    WeightedFeature → WeightedFeatureOrBuilder
    Annotations
    @Override()
  15. def getFeatureOrBuilder(): PathOrBuilder

    Path of a base feature to be weighted. Required.


    Path of a base feature to be weighted. Required.

    optional .tensorflow.metadata.v0.Path feature = 2;

    Definition Classes
    WeightedFeature → WeightedFeatureOrBuilder
    Annotations
    @Override()
  16. def getField(field: FieldDescriptor): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  17. def getInitializationErrorString(): String
    Definition Classes
    AbstractMessage → MessageOrBuilder
  18. def getLifecycleStage(): LifecycleStage

    The lifecycle_stage determines where a feature is expected to be used,
and therefore how important issues with it are.


    The lifecycle_stage determines where a feature is expected to be used,
and therefore how important issues with it are.

    optional .tensorflow.metadata.v0.LifecycleStage lifecycle_stage = 4;

    returns

    The lifecycleStage.

    Definition Classes
    WeightedFeature → WeightedFeatureOrBuilder
    Annotations
    @Override()
  19. def getName(): String

    Name for the weighted feature. This should not clash with other features in
the same schema.


    Name for the weighted feature. This should not clash with other features in
the same schema.

    optional string name = 1;

    returns

    The name.

    Definition Classes
    WeightedFeature → WeightedFeatureOrBuilder
    Annotations
    @Override()
  20. def getNameBytes(): ByteString

    Name for the weighted feature. This should not clash with other features in
the same schema.


    Name for the weighted feature. This should not clash with other features in
the same schema.

    optional string name = 1;

    returns

    The bytes for name.

    Definition Classes
    WeightedFeature → WeightedFeatureOrBuilder
    Annotations
    @Override()
  21. def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  22. def getParserForType(): Parser[WeightedFeature]
    Definition Classes
    WeightedFeature → GeneratedMessageV3 → Message → MessageLite
    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
    WeightedFeature → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  26. def getUnknownFields(): UnknownFieldSet
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  27. def getWeightFeature(): Path

    Path of weight feature to associate with the base feature. Must be same
shape as feature. Required.


    Path of weight feature to associate with the base feature. Must be same
shape as feature. Required.

    optional .tensorflow.metadata.v0.Path weight_feature = 3;

    returns

    The weightFeature.

    Definition Classes
    WeightedFeature → WeightedFeatureOrBuilder
    Annotations
    @Override()
  28. def getWeightFeatureOrBuilder(): PathOrBuilder

    Path of weight feature to associate with the base feature. Must be same
shape as feature. Required.


    Path of weight feature to associate with the base feature. Must be same
shape as feature. Required.

    optional .tensorflow.metadata.v0.Path weight_feature = 3;

    Definition Classes
    WeightedFeature → WeightedFeatureOrBuilder
    Annotations
    @Override()
  29. def hasFeature(): Boolean

    Path of a base feature to be weighted. Required.


    Path of a base feature to be weighted. Required.

    optional .tensorflow.metadata.v0.Path feature = 2;

    returns

    Whether the feature field is set.

    Definition Classes
    WeightedFeature → WeightedFeatureOrBuilder
    Annotations
    @Override()
  30. def hasField(field: FieldDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  31. def hasLifecycleStage(): Boolean

    The lifecycle_stage determines where a feature is expected to be used,
and therefore how important issues with it are.


    The lifecycle_stage determines where a feature is expected to be used,
and therefore how important issues with it are.

    optional .tensorflow.metadata.v0.LifecycleStage lifecycle_stage = 4;

    returns

    Whether the lifecycleStage field is set.

    Definition Classes
    WeightedFeature → WeightedFeatureOrBuilder
    Annotations
    @Override()
  32. def hasName(): Boolean

    Name for the weighted feature. This should not clash with other features in
the same schema.


    Name for the weighted feature. This should not clash with other features in
the same schema.

    optional string name = 1;

    returns

    Whether the name field is set.

    Definition Classes
    WeightedFeature → WeightedFeatureOrBuilder
    Annotations
    @Override()
  33. def hasOneof(oneof: OneofDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  34. def hasWeightFeature(): Boolean

    Path of weight feature to associate with the base feature. Must be same
shape as feature. Required.


    Path of weight feature to associate with the base feature. Must be same
shape as feature. Required.

    optional .tensorflow.metadata.v0.Path weight_feature = 3;

    returns

    Whether the weightFeature field is set.

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

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