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// Generated by the protocol buffer compiler. DO NOT EDIT!
// source: tensorflow_metadata/proto/v0/schema.proto
// Protobuf Java Version: 3.25.4
package org.tensorflow.metadata.v0;
public interface SparseFeatureOrBuilder extends
// @@protoc_insertion_point(interface_extends:tensorflow.metadata.v0.SparseFeature)
com.google.protobuf.MessageOrBuilder {
/**
*
* Name for the sparse feature. This should not clash with other features in
* the same schema.
*
*
* optional string name = 1;
* @return Whether the name field is set.
*/
boolean hasName();
/**
*
* Name for the sparse feature. This should not clash with other features in
* the same schema.
*
*
* optional string name = 1;
* @return The name.
*/
java.lang.String getName();
/**
*
* Name for the sparse feature. This should not clash with other features in
* the same schema.
*
*
* optional string name = 1;
* @return The bytes for name.
*/
com.google.protobuf.ByteString
getNameBytes();
/**
*
* This field is no longer supported. Instead, use:
* lifecycle_stage: DEPRECATED
* TODO(b/111450258): remove this.
*
*
* optional bool deprecated = 2 [deprecated = true];
* @deprecated tensorflow.metadata.v0.SparseFeature.deprecated is deprecated.
* See tensorflow_metadata/proto/v0/schema.proto;l=409
* @return Whether the deprecated field is set.
*/
@java.lang.Deprecated boolean hasDeprecated();
/**
*
* This field is no longer supported. Instead, use:
* lifecycle_stage: DEPRECATED
* TODO(b/111450258): remove this.
*
*
* optional bool deprecated = 2 [deprecated = true];
* @deprecated tensorflow.metadata.v0.SparseFeature.deprecated is deprecated.
* See tensorflow_metadata/proto/v0/schema.proto;l=409
* @return The deprecated.
*/
@java.lang.Deprecated boolean getDeprecated();
/**
*
* 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;
* @return Whether the lifecycleStage field is set.
*/
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;
* @return The lifecycleStage.
*/
org.tensorflow.metadata.v0.LifecycleStage getLifecycleStage();
/**
*
* 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];
* @deprecated tensorflow.metadata.v0.SparseFeature.presence is deprecated.
* See tensorflow_metadata/proto/v0/schema.proto;l=421
* @return Whether the presence field is set.
*/
@java.lang.Deprecated boolean hasPresence();
/**
*
* 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];
* @deprecated tensorflow.metadata.v0.SparseFeature.presence is deprecated.
* See tensorflow_metadata/proto/v0/schema.proto;l=421
* @return The presence.
*/
@java.lang.Deprecated org.tensorflow.metadata.v0.FeaturePresence getPresence();
/**
*
* 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];
*/
@java.lang.Deprecated org.tensorflow.metadata.v0.FeaturePresenceOrBuilder getPresenceOrBuilder();
/**
*
* 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;
* @return Whether the denseShape field is set.
*/
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;
* @return The denseShape.
*/
org.tensorflow.metadata.v0.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;
*/
org.tensorflow.metadata.v0.FixedShapeOrBuilder getDenseShapeOrBuilder();
/**
*
* Features that represent indexes. Should be integers >= 0.
*
*
* repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;
*/
java.util.List
getIndexFeatureList();
/**
*
* Features that represent indexes. Should be integers >= 0.
*
*
* repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;
*/
org.tensorflow.metadata.v0.SparseFeature.IndexFeature getIndexFeature(int index);
/**
*
* Features that represent indexes. Should be integers >= 0.
*
*
* repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;
*/
int getIndexFeatureCount();
/**
*
* Features that represent indexes. Should be integers >= 0.
*
*
* repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;
*/
java.util.List
getIndexFeatureOrBuilderList();
/**
*
* Features that represent indexes. Should be integers >= 0.
*
*
* repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;
*/
org.tensorflow.metadata.v0.SparseFeature.IndexFeatureOrBuilder getIndexFeatureOrBuilder(
int index);
/**
*
* If true then the index values are already sorted lexicographically.
*
*
* optional bool is_sorted = 8;
* @return Whether the isSorted field is set.
*/
boolean hasIsSorted();
/**
*
* If true then the index values are already sorted lexicographically.
*
*
* optional bool is_sorted = 8;
* @return The isSorted.
*/
boolean getIsSorted();
/**
*
* required
*
*
* optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;
* @return Whether the valueFeature field is set.
*/
boolean hasValueFeature();
/**
*
* required
*
*
* optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;
* @return The valueFeature.
*/
org.tensorflow.metadata.v0.SparseFeature.ValueFeature getValueFeature();
/**
*
* required
*
*
* optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;
*/
org.tensorflow.metadata.v0.SparseFeature.ValueFeatureOrBuilder getValueFeatureOrBuilder();
/**
*
* Type of value feature.
* Deprecated, this is inferred by the referred features.
*
*
* optional .tensorflow.metadata.v0.FeatureType type = 10 [deprecated = true];
* @deprecated tensorflow.metadata.v0.SparseFeature.type is deprecated.
* See tensorflow_metadata/proto/v0/schema.proto;l=448
* @return Whether the type field is set.
*/
@java.lang.Deprecated boolean hasType();
/**
*
* Type of value feature.
* Deprecated, this is inferred by the referred features.
*
*
* optional .tensorflow.metadata.v0.FeatureType type = 10 [deprecated = true];
* @deprecated tensorflow.metadata.v0.SparseFeature.type is deprecated.
* See tensorflow_metadata/proto/v0/schema.proto;l=448
* @return The type.
*/
@java.lang.Deprecated org.tensorflow.metadata.v0.FeatureType getType();
}
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