Package org.tensorflow.metadata.v0

Interface SparseFeatureOrBuilder

  • All Superinterfaces:
    com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
    All Known Implementing Classes:
    SparseFeature, SparseFeature.Builder
    public interface SparseFeatureOrBuilder
extends com.google.protobuf.MessageOrBuilder

    • Method Detail

      • hasName

        boolean hasName()
         Name for the sparse feature. This should not clash with other features in
 the same schema.
        optional string name = 1;
        Returns:
        Whether the name field is set.

      • getName

        String getName()
         Name for the sparse feature. This should not clash with other features in
 the same schema.
        optional string name = 1;
        Returns:
        The name.

      • getNameBytes

        com.google.protobuf.ByteString getNameBytes()
         Name for the sparse feature. This should not clash with other features in
 the same schema.
        optional string name = 1;
        Returns:
        The bytes for name.

      • hasDeprecated

        @Deprecated
boolean hasDeprecated()
        Deprecated.
         This field is no longer supported. Instead, use:
 lifecycle_stage: DEPRECATED
 TODO(b/111450258): remove this.
        optional bool deprecated = 2 [deprecated = true];
        Returns:
        Whether the deprecated field is set.

      • getDeprecated

        @Deprecated
boolean getDeprecated()
        Deprecated.
         This field is no longer supported. Instead, use:
 lifecycle_stage: DEPRECATED
 TODO(b/111450258): remove this.
        optional bool deprecated = 2 [deprecated = true];
        Returns:
        The deprecated.

      • hasLifecycleStage

        boolean hasLifecycleStage()
         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 = 7;
        Returns:
        Whether the lifecycleStage field is set.

      • getLifecycleStage

        LifecycleStage getLifecycleStage()
         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 = 7;
        Returns:
        The lifecycleStage.

      • hasPresence

        @Deprecated
boolean hasPresence()
        Deprecated.
         Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
        optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];
        Returns:
        Whether the presence field is set.

      • getPresence

        @Deprecated
FeaturePresence getPresence()
        Deprecated.
         Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
        optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];
        Returns:
        The presence.

      • getPresenceOrBuilder

        @Deprecated
FeaturePresenceOrBuilder getPresenceOrBuilder()
        Deprecated.
         Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
        optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];

      • hasDenseShape

        boolean hasDenseShape()
         Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
        optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;
        Returns:
        Whether the denseShape field is set.

      • getDenseShape

        FixedShape getDenseShape()
         Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
        optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;
        Returns:
        The denseShape.

      • getDenseShapeOrBuilder

        FixedShapeOrBuilder getDenseShapeOrBuilder()
         Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
        optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;

      • getIndexFeatureList

        List<SparseFeature.IndexFeature> getIndexFeatureList()
         Features that represent indexes. Should be integers >= 0.
        repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

      • getIndexFeature

        SparseFeature.IndexFeature getIndexFeature​(int index)
         Features that represent indexes. Should be integers >= 0.
        repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

      • getIndexFeatureCount

        int getIndexFeatureCount()
         Features that represent indexes. Should be integers >= 0.
        repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

      • getIndexFeatureOrBuilderList

        List<? extends SparseFeature.IndexFeatureOrBuilder> getIndexFeatureOrBuilderList()
         Features that represent indexes. Should be integers >= 0.
        repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

      • getIndexFeatureOrBuilder

        SparseFeature.IndexFeatureOrBuilder getIndexFeatureOrBuilder​(int index)
         Features that represent indexes. Should be integers >= 0.
        repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

      • hasIsSorted

        boolean hasIsSorted()
         If true then the index values are already sorted lexicographically.
        optional bool is_sorted = 8;
        Returns:
        Whether the isSorted field is set.

      • getIsSorted

        boolean getIsSorted()
         If true then the index values are already sorted lexicographically.
        optional bool is_sorted = 8;
        Returns:
        The isSorted.

      • hasValueFeature

        boolean hasValueFeature()
         required
        optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;
        Returns:
        Whether the valueFeature field is set.

      • getValueFeature

        SparseFeature.ValueFeature getValueFeature()
         required
        optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;
        Returns:
        The valueFeature.

      • getValueFeatureOrBuilder

        SparseFeature.ValueFeatureOrBuilder getValueFeatureOrBuilder()
         required
        optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;

      • hasType

        @Deprecated
boolean hasType()
        Deprecated.
         Type of value feature.
 Deprecated, this is inferred by the referred features.
        optional .tensorflow.metadata.v0.FeatureType type = 10 [deprecated = true];
        Returns:
        Whether the type field is set.

      • getType

        @Deprecated
FeatureType getType()
        Deprecated.
         Type of value feature.
 Deprecated, this is inferred by the referred features.
        optional .tensorflow.metadata.v0.FeatureType type = 10 [deprecated = true];
        Returns:
        The type.