All Downloads are FREE. Search and download functionalities are using the official Maven repository.

org.tensorflow.metadata.v0.WeightedFeature Maven / Gradle / Ivy

The newest version!
// 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;

/**
 * 
 * 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 {@code tensorflow.metadata.v0.WeightedFeature} */ public final class WeightedFeature extends com.google.protobuf.GeneratedMessageV3 implements // @@protoc_insertion_point(message_implements:tensorflow.metadata.v0.WeightedFeature) WeightedFeatureOrBuilder { private static final long serialVersionUID = 0L; // Use WeightedFeature.newBuilder() to construct. private WeightedFeature(com.google.protobuf.GeneratedMessageV3.Builder builder) { super(builder); } private WeightedFeature() { name_ = ""; lifecycleStage_ = 0; } @java.lang.Override @SuppressWarnings({"unused"}) protected java.lang.Object newInstance( UnusedPrivateParameter unused) { return new WeightedFeature(); } public static final com.google.protobuf.Descriptors.Descriptor getDescriptor() { return org.tensorflow.metadata.v0.SchemaOuterClass.internal_static_tensorflow_metadata_v0_WeightedFeature_descriptor; } @java.lang.Override protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable() { return org.tensorflow.metadata.v0.SchemaOuterClass.internal_static_tensorflow_metadata_v0_WeightedFeature_fieldAccessorTable .ensureFieldAccessorsInitialized( org.tensorflow.metadata.v0.WeightedFeature.class, org.tensorflow.metadata.v0.WeightedFeature.Builder.class); } private int bitField0_; public static final int NAME_FIELD_NUMBER = 1; @SuppressWarnings("serial") private volatile java.lang.Object name_ = ""; /** *
   * Name for the weighted feature. This should not clash with other features in
   * the same schema.
   * 
* * optional string name = 1; * @return Whether the name field is set. */ @java.lang.Override public boolean hasName() { return ((bitField0_ & 0x00000001) != 0); } /** *
   * Name for the weighted feature. This should not clash with other features in
   * the same schema.
   * 
* * optional string name = 1; * @return The name. */ @java.lang.Override public java.lang.String getName() { java.lang.Object ref = name_; if (ref instanceof java.lang.String) { return (java.lang.String) ref; } else { com.google.protobuf.ByteString bs = (com.google.protobuf.ByteString) ref; java.lang.String s = bs.toStringUtf8(); if (bs.isValidUtf8()) { name_ = s; } return s; } } /** *
   * Name for the weighted feature. This should not clash with other features in
   * the same schema.
   * 
* * optional string name = 1; * @return The bytes for name. */ @java.lang.Override public com.google.protobuf.ByteString getNameBytes() { java.lang.Object ref = name_; if (ref instanceof java.lang.String) { com.google.protobuf.ByteString b = com.google.protobuf.ByteString.copyFromUtf8( (java.lang.String) ref); name_ = b; return b; } else { return (com.google.protobuf.ByteString) ref; } } public static final int FEATURE_FIELD_NUMBER = 2; private org.tensorflow.metadata.v0.Path feature_; /** *
   * Path of a base feature to be weighted. Required.
   * 
* * optional .tensorflow.metadata.v0.Path feature = 2; * @return Whether the feature field is set. */ @java.lang.Override public boolean hasFeature() { return ((bitField0_ & 0x00000002) != 0); } /** *
   * Path of a base feature to be weighted. Required.
   * 
* * optional .tensorflow.metadata.v0.Path feature = 2; * @return The feature. */ @java.lang.Override public org.tensorflow.metadata.v0.Path getFeature() { return feature_ == null ? org.tensorflow.metadata.v0.Path.getDefaultInstance() : feature_; } /** *
   * Path of a base feature to be weighted. Required.
   * 
* * optional .tensorflow.metadata.v0.Path feature = 2; */ @java.lang.Override public org.tensorflow.metadata.v0.PathOrBuilder getFeatureOrBuilder() { return feature_ == null ? org.tensorflow.metadata.v0.Path.getDefaultInstance() : feature_; } public static final int WEIGHT_FEATURE_FIELD_NUMBER = 3; private org.tensorflow.metadata.v0.Path weightFeature_; /** *
   * 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; * @return Whether the weightFeature field is set. */ @java.lang.Override public boolean hasWeightFeature() { return ((bitField0_ & 0x00000004) != 0); } /** *
   * 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; * @return The weightFeature. */ @java.lang.Override public org.tensorflow.metadata.v0.Path getWeightFeature() { return weightFeature_ == null ? org.tensorflow.metadata.v0.Path.getDefaultInstance() : weightFeature_; } /** *
   * 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; */ @java.lang.Override public org.tensorflow.metadata.v0.PathOrBuilder getWeightFeatureOrBuilder() { return weightFeature_ == null ? org.tensorflow.metadata.v0.Path.getDefaultInstance() : weightFeature_; } public static final int LIFECYCLE_STAGE_FIELD_NUMBER = 4; private int lifecycleStage_ = 0; /** *
   * 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; * @return Whether the lifecycleStage field is set. */ @java.lang.Override public boolean hasLifecycleStage() { return ((bitField0_ & 0x00000008) != 0); } /** *
   * 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; * @return The lifecycleStage. */ @java.lang.Override public org.tensorflow.metadata.v0.LifecycleStage getLifecycleStage() { org.tensorflow.metadata.v0.LifecycleStage result = org.tensorflow.metadata.v0.LifecycleStage.forNumber(lifecycleStage_); return result == null ? org.tensorflow.metadata.v0.LifecycleStage.UNKNOWN_STAGE : result; } private byte memoizedIsInitialized = -1; @java.lang.Override public final boolean isInitialized() { byte isInitialized = memoizedIsInitialized; if (isInitialized == 1) return true; if (isInitialized == 0) return false; memoizedIsInitialized = 1; return true; } @java.lang.Override public void writeTo(com.google.protobuf.CodedOutputStream output) throws java.io.IOException { if (((bitField0_ & 0x00000001) != 0)) { com.google.protobuf.GeneratedMessageV3.writeString(output, 1, name_); } if (((bitField0_ & 0x00000002) != 0)) { output.writeMessage(2, getFeature()); } if (((bitField0_ & 0x00000004) != 0)) { output.writeMessage(3, getWeightFeature()); } if (((bitField0_ & 0x00000008) != 0)) { output.writeEnum(4, lifecycleStage_); } getUnknownFields().writeTo(output); } @java.lang.Override public int getSerializedSize() { int size = memoizedSize; if (size != -1) return size; size = 0; if (((bitField0_ & 0x00000001) != 0)) { size += com.google.protobuf.GeneratedMessageV3.computeStringSize(1, name_); } if (((bitField0_ & 0x00000002) != 0)) { size += com.google.protobuf.CodedOutputStream .computeMessageSize(2, getFeature()); } if (((bitField0_ & 0x00000004) != 0)) { size += com.google.protobuf.CodedOutputStream .computeMessageSize(3, getWeightFeature()); } if (((bitField0_ & 0x00000008) != 0)) { size += com.google.protobuf.CodedOutputStream .computeEnumSize(4, lifecycleStage_); } size += getUnknownFields().getSerializedSize(); memoizedSize = size; return size; } @java.lang.Override public boolean equals(final java.lang.Object obj) { if (obj == this) { return true; } if (!(obj instanceof org.tensorflow.metadata.v0.WeightedFeature)) { return super.equals(obj); } org.tensorflow.metadata.v0.WeightedFeature other = (org.tensorflow.metadata.v0.WeightedFeature) obj; if (hasName() != other.hasName()) return false; if (hasName()) { if (!getName() .equals(other.getName())) return false; } if (hasFeature() != other.hasFeature()) return false; if (hasFeature()) { if (!getFeature() .equals(other.getFeature())) return false; } if (hasWeightFeature() != other.hasWeightFeature()) return false; if (hasWeightFeature()) { if (!getWeightFeature() .equals(other.getWeightFeature())) return false; } if (hasLifecycleStage() != other.hasLifecycleStage()) return false; if (hasLifecycleStage()) { if (lifecycleStage_ != other.lifecycleStage_) return false; } if (!getUnknownFields().equals(other.getUnknownFields())) return false; return true; } @java.lang.Override public int hashCode() { if (memoizedHashCode != 0) { return memoizedHashCode; } int hash = 41; hash = (19 * hash) + getDescriptor().hashCode(); if (hasName()) { hash = (37 * hash) + NAME_FIELD_NUMBER; hash = (53 * hash) + getName().hashCode(); } if (hasFeature()) { hash = (37 * hash) + FEATURE_FIELD_NUMBER; hash = (53 * hash) + getFeature().hashCode(); } if (hasWeightFeature()) { hash = (37 * hash) + WEIGHT_FEATURE_FIELD_NUMBER; hash = (53 * hash) + getWeightFeature().hashCode(); } if (hasLifecycleStage()) { hash = (37 * hash) + LIFECYCLE_STAGE_FIELD_NUMBER; hash = (53 * hash) + lifecycleStage_; } hash = (29 * hash) + getUnknownFields().hashCode(); memoizedHashCode = hash; return hash; } public static org.tensorflow.metadata.v0.WeightedFeature parseFrom( java.nio.ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException { return PARSER.parseFrom(data); } public static org.tensorflow.metadata.v0.WeightedFeature parseFrom( java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException { return PARSER.parseFrom(data, extensionRegistry); } public static org.tensorflow.metadata.v0.WeightedFeature parseFrom( com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException { return PARSER.parseFrom(data); } public static org.tensorflow.metadata.v0.WeightedFeature parseFrom( com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException { return PARSER.parseFrom(data, extensionRegistry); } public static org.tensorflow.metadata.v0.WeightedFeature parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException { return PARSER.parseFrom(data); } public static org.tensorflow.metadata.v0.WeightedFeature parseFrom( byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException { return PARSER.parseFrom(data, extensionRegistry); } public static org.tensorflow.metadata.v0.WeightedFeature parseFrom(java.io.InputStream input) throws java.io.IOException { return com.google.protobuf.GeneratedMessageV3 .parseWithIOException(PARSER, input); } public static org.tensorflow.metadata.v0.WeightedFeature parseFrom( java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException { return com.google.protobuf.GeneratedMessageV3 .parseWithIOException(PARSER, input, extensionRegistry); } public static org.tensorflow.metadata.v0.WeightedFeature parseDelimitedFrom(java.io.InputStream input) throws java.io.IOException { return com.google.protobuf.GeneratedMessageV3 .parseDelimitedWithIOException(PARSER, input); } public static org.tensorflow.metadata.v0.WeightedFeature parseDelimitedFrom( java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException { return com.google.protobuf.GeneratedMessageV3 .parseDelimitedWithIOException(PARSER, input, extensionRegistry); } public static org.tensorflow.metadata.v0.WeightedFeature parseFrom( com.google.protobuf.CodedInputStream input) throws java.io.IOException { return com.google.protobuf.GeneratedMessageV3 .parseWithIOException(PARSER, input); } public static org.tensorflow.metadata.v0.WeightedFeature parseFrom( com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException { return com.google.protobuf.GeneratedMessageV3 .parseWithIOException(PARSER, input, extensionRegistry); } @java.lang.Override public Builder newBuilderForType() { return newBuilder(); } public static Builder newBuilder() { return DEFAULT_INSTANCE.toBuilder(); } public static Builder newBuilder(org.tensorflow.metadata.v0.WeightedFeature prototype) { return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); } @java.lang.Override public Builder toBuilder() { return this == DEFAULT_INSTANCE ? new Builder() : new Builder().mergeFrom(this); } @java.lang.Override protected Builder newBuilderForType( com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { Builder builder = new Builder(parent); return builder; } /** *
   * 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 {@code tensorflow.metadata.v0.WeightedFeature} */ public static final class Builder extends com.google.protobuf.GeneratedMessageV3.Builder implements // @@protoc_insertion_point(builder_implements:tensorflow.metadata.v0.WeightedFeature) org.tensorflow.metadata.v0.WeightedFeatureOrBuilder { public static final com.google.protobuf.Descriptors.Descriptor getDescriptor() { return org.tensorflow.metadata.v0.SchemaOuterClass.internal_static_tensorflow_metadata_v0_WeightedFeature_descriptor; } @java.lang.Override protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable() { return org.tensorflow.metadata.v0.SchemaOuterClass.internal_static_tensorflow_metadata_v0_WeightedFeature_fieldAccessorTable .ensureFieldAccessorsInitialized( org.tensorflow.metadata.v0.WeightedFeature.class, org.tensorflow.metadata.v0.WeightedFeature.Builder.class); } // Construct using org.tensorflow.metadata.v0.WeightedFeature.newBuilder() private Builder() { maybeForceBuilderInitialization(); } private Builder( com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { super(parent); maybeForceBuilderInitialization(); } private void maybeForceBuilderInitialization() { if (com.google.protobuf.GeneratedMessageV3 .alwaysUseFieldBuilders) { getFeatureFieldBuilder(); getWeightFeatureFieldBuilder(); } } @java.lang.Override public Builder clear() { super.clear(); bitField0_ = 0; name_ = ""; feature_ = null; if (featureBuilder_ != null) { featureBuilder_.dispose(); featureBuilder_ = null; } weightFeature_ = null; if (weightFeatureBuilder_ != null) { weightFeatureBuilder_.dispose(); weightFeatureBuilder_ = null; } lifecycleStage_ = 0; return this; } @java.lang.Override public com.google.protobuf.Descriptors.Descriptor getDescriptorForType() { return org.tensorflow.metadata.v0.SchemaOuterClass.internal_static_tensorflow_metadata_v0_WeightedFeature_descriptor; } @java.lang.Override public org.tensorflow.metadata.v0.WeightedFeature getDefaultInstanceForType() { return org.tensorflow.metadata.v0.WeightedFeature.getDefaultInstance(); } @java.lang.Override public org.tensorflow.metadata.v0.WeightedFeature build() { org.tensorflow.metadata.v0.WeightedFeature result = buildPartial(); if (!result.isInitialized()) { throw newUninitializedMessageException(result); } return result; } @java.lang.Override public org.tensorflow.metadata.v0.WeightedFeature buildPartial() { org.tensorflow.metadata.v0.WeightedFeature result = new org.tensorflow.metadata.v0.WeightedFeature(this); if (bitField0_ != 0) { buildPartial0(result); } onBuilt(); return result; } private void buildPartial0(org.tensorflow.metadata.v0.WeightedFeature result) { int from_bitField0_ = bitField0_; int to_bitField0_ = 0; if (((from_bitField0_ & 0x00000001) != 0)) { result.name_ = name_; to_bitField0_ |= 0x00000001; } if (((from_bitField0_ & 0x00000002) != 0)) { result.feature_ = featureBuilder_ == null ? feature_ : featureBuilder_.build(); to_bitField0_ |= 0x00000002; } if (((from_bitField0_ & 0x00000004) != 0)) { result.weightFeature_ = weightFeatureBuilder_ == null ? weightFeature_ : weightFeatureBuilder_.build(); to_bitField0_ |= 0x00000004; } if (((from_bitField0_ & 0x00000008) != 0)) { result.lifecycleStage_ = lifecycleStage_; to_bitField0_ |= 0x00000008; } result.bitField0_ |= to_bitField0_; } @java.lang.Override public Builder clone() { return super.clone(); } @java.lang.Override public Builder setField( com.google.protobuf.Descriptors.FieldDescriptor field, java.lang.Object value) { return super.setField(field, value); } @java.lang.Override public Builder clearField( com.google.protobuf.Descriptors.FieldDescriptor field) { return super.clearField(field); } @java.lang.Override public Builder clearOneof( com.google.protobuf.Descriptors.OneofDescriptor oneof) { return super.clearOneof(oneof); } @java.lang.Override public Builder setRepeatedField( com.google.protobuf.Descriptors.FieldDescriptor field, int index, java.lang.Object value) { return super.setRepeatedField(field, index, value); } @java.lang.Override public Builder addRepeatedField( com.google.protobuf.Descriptors.FieldDescriptor field, java.lang.Object value) { return super.addRepeatedField(field, value); } @java.lang.Override public Builder mergeFrom(com.google.protobuf.Message other) { if (other instanceof org.tensorflow.metadata.v0.WeightedFeature) { return mergeFrom((org.tensorflow.metadata.v0.WeightedFeature)other); } else { super.mergeFrom(other); return this; } } public Builder mergeFrom(org.tensorflow.metadata.v0.WeightedFeature other) { if (other == org.tensorflow.metadata.v0.WeightedFeature.getDefaultInstance()) return this; if (other.hasName()) { name_ = other.name_; bitField0_ |= 0x00000001; onChanged(); } if (other.hasFeature()) { mergeFeature(other.getFeature()); } if (other.hasWeightFeature()) { mergeWeightFeature(other.getWeightFeature()); } if (other.hasLifecycleStage()) { setLifecycleStage(other.getLifecycleStage()); } this.mergeUnknownFields(other.getUnknownFields()); onChanged(); return this; } @java.lang.Override public final boolean isInitialized() { return true; } @java.lang.Override public Builder mergeFrom( com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException { if (extensionRegistry == null) { throw new java.lang.NullPointerException(); } try { boolean done = false; while (!done) { int tag = input.readTag(); switch (tag) { case 0: done = true; break; case 10: { name_ = input.readBytes(); bitField0_ |= 0x00000001; break; } // case 10 case 18: { input.readMessage( getFeatureFieldBuilder().getBuilder(), extensionRegistry); bitField0_ |= 0x00000002; break; } // case 18 case 26: { input.readMessage( getWeightFeatureFieldBuilder().getBuilder(), extensionRegistry); bitField0_ |= 0x00000004; break; } // case 26 case 32: { int tmpRaw = input.readEnum(); org.tensorflow.metadata.v0.LifecycleStage tmpValue = org.tensorflow.metadata.v0.LifecycleStage.forNumber(tmpRaw); if (tmpValue == null) { mergeUnknownVarintField(4, tmpRaw); } else { lifecycleStage_ = tmpRaw; bitField0_ |= 0x00000008; } break; } // case 32 default: { if (!super.parseUnknownField(input, extensionRegistry, tag)) { done = true; // was an endgroup tag } break; } // default: } // switch (tag) } // while (!done) } catch (com.google.protobuf.InvalidProtocolBufferException e) { throw e.unwrapIOException(); } finally { onChanged(); } // finally return this; } private int bitField0_; private java.lang.Object name_ = ""; /** *
     * Name for the weighted feature. This should not clash with other features in
     * the same schema.
     * 
* * optional string name = 1; * @return Whether the name field is set. */ public boolean hasName() { return ((bitField0_ & 0x00000001) != 0); } /** *
     * Name for the weighted feature. This should not clash with other features in
     * the same schema.
     * 
* * optional string name = 1; * @return The name. */ public java.lang.String getName() { java.lang.Object ref = name_; if (!(ref instanceof java.lang.String)) { com.google.protobuf.ByteString bs = (com.google.protobuf.ByteString) ref; java.lang.String s = bs.toStringUtf8(); if (bs.isValidUtf8()) { name_ = s; } return s; } else { return (java.lang.String) ref; } } /** *
     * Name for the weighted feature. This should not clash with other features in
     * the same schema.
     * 
* * optional string name = 1; * @return The bytes for name. */ public com.google.protobuf.ByteString getNameBytes() { java.lang.Object ref = name_; if (ref instanceof String) { com.google.protobuf.ByteString b = com.google.protobuf.ByteString.copyFromUtf8( (java.lang.String) ref); name_ = b; return b; } else { return (com.google.protobuf.ByteString) ref; } } /** *
     * Name for the weighted feature. This should not clash with other features in
     * the same schema.
     * 
* * optional string name = 1; * @param value The name to set. * @return This builder for chaining. */ public Builder setName( java.lang.String value) { if (value == null) { throw new NullPointerException(); } name_ = value; bitField0_ |= 0x00000001; onChanged(); return this; } /** *
     * Name for the weighted feature. This should not clash with other features in
     * the same schema.
     * 
* * optional string name = 1; * @return This builder for chaining. */ public Builder clearName() { name_ = getDefaultInstance().getName(); bitField0_ = (bitField0_ & ~0x00000001); onChanged(); return this; } /** *
     * Name for the weighted feature. This should not clash with other features in
     * the same schema.
     * 
* * optional string name = 1; * @param value The bytes for name to set. * @return This builder for chaining. */ public Builder setNameBytes( com.google.protobuf.ByteString value) { if (value == null) { throw new NullPointerException(); } name_ = value; bitField0_ |= 0x00000001; onChanged(); return this; } private org.tensorflow.metadata.v0.Path feature_; private com.google.protobuf.SingleFieldBuilderV3< org.tensorflow.metadata.v0.Path, org.tensorflow.metadata.v0.Path.Builder, org.tensorflow.metadata.v0.PathOrBuilder> featureBuilder_; /** *
     * Path of a base feature to be weighted. Required.
     * 
* * optional .tensorflow.metadata.v0.Path feature = 2; * @return Whether the feature field is set. */ public boolean hasFeature() { return ((bitField0_ & 0x00000002) != 0); } /** *
     * Path of a base feature to be weighted. Required.
     * 
* * optional .tensorflow.metadata.v0.Path feature = 2; * @return The feature. */ public org.tensorflow.metadata.v0.Path getFeature() { if (featureBuilder_ == null) { return feature_ == null ? org.tensorflow.metadata.v0.Path.getDefaultInstance() : feature_; } else { return featureBuilder_.getMessage(); } } /** *
     * Path of a base feature to be weighted. Required.
     * 
* * optional .tensorflow.metadata.v0.Path feature = 2; */ public Builder setFeature(org.tensorflow.metadata.v0.Path value) { if (featureBuilder_ == null) { if (value == null) { throw new NullPointerException(); } feature_ = value; } else { featureBuilder_.setMessage(value); } bitField0_ |= 0x00000002; onChanged(); return this; } /** *
     * Path of a base feature to be weighted. Required.
     * 
* * optional .tensorflow.metadata.v0.Path feature = 2; */ public Builder setFeature( org.tensorflow.metadata.v0.Path.Builder builderForValue) { if (featureBuilder_ == null) { feature_ = builderForValue.build(); } else { featureBuilder_.setMessage(builderForValue.build()); } bitField0_ |= 0x00000002; onChanged(); return this; } /** *
     * Path of a base feature to be weighted. Required.
     * 
* * optional .tensorflow.metadata.v0.Path feature = 2; */ public Builder mergeFeature(org.tensorflow.metadata.v0.Path value) { if (featureBuilder_ == null) { if (((bitField0_ & 0x00000002) != 0) && feature_ != null && feature_ != org.tensorflow.metadata.v0.Path.getDefaultInstance()) { getFeatureBuilder().mergeFrom(value); } else { feature_ = value; } } else { featureBuilder_.mergeFrom(value); } if (feature_ != null) { bitField0_ |= 0x00000002; onChanged(); } return this; } /** *
     * Path of a base feature to be weighted. Required.
     * 
* * optional .tensorflow.metadata.v0.Path feature = 2; */ public Builder clearFeature() { bitField0_ = (bitField0_ & ~0x00000002); feature_ = null; if (featureBuilder_ != null) { featureBuilder_.dispose(); featureBuilder_ = null; } onChanged(); return this; } /** *
     * Path of a base feature to be weighted. Required.
     * 
* * optional .tensorflow.metadata.v0.Path feature = 2; */ public org.tensorflow.metadata.v0.Path.Builder getFeatureBuilder() { bitField0_ |= 0x00000002; onChanged(); return getFeatureFieldBuilder().getBuilder(); } /** *
     * Path of a base feature to be weighted. Required.
     * 
* * optional .tensorflow.metadata.v0.Path feature = 2; */ public org.tensorflow.metadata.v0.PathOrBuilder getFeatureOrBuilder() { if (featureBuilder_ != null) { return featureBuilder_.getMessageOrBuilder(); } else { return feature_ == null ? org.tensorflow.metadata.v0.Path.getDefaultInstance() : feature_; } } /** *
     * Path of a base feature to be weighted. Required.
     * 
* * optional .tensorflow.metadata.v0.Path feature = 2; */ private com.google.protobuf.SingleFieldBuilderV3< org.tensorflow.metadata.v0.Path, org.tensorflow.metadata.v0.Path.Builder, org.tensorflow.metadata.v0.PathOrBuilder> getFeatureFieldBuilder() { if (featureBuilder_ == null) { featureBuilder_ = new com.google.protobuf.SingleFieldBuilderV3< org.tensorflow.metadata.v0.Path, org.tensorflow.metadata.v0.Path.Builder, org.tensorflow.metadata.v0.PathOrBuilder>( getFeature(), getParentForChildren(), isClean()); feature_ = null; } return featureBuilder_; } private org.tensorflow.metadata.v0.Path weightFeature_; private com.google.protobuf.SingleFieldBuilderV3< org.tensorflow.metadata.v0.Path, org.tensorflow.metadata.v0.Path.Builder, org.tensorflow.metadata.v0.PathOrBuilder> weightFeatureBuilder_; /** *
     * 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; * @return Whether the weightFeature field is set. */ public boolean hasWeightFeature() { return ((bitField0_ & 0x00000004) != 0); } /** *
     * 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; * @return The weightFeature. */ public org.tensorflow.metadata.v0.Path getWeightFeature() { if (weightFeatureBuilder_ == null) { return weightFeature_ == null ? org.tensorflow.metadata.v0.Path.getDefaultInstance() : weightFeature_; } else { return weightFeatureBuilder_.getMessage(); } } /** *
     * 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; */ public Builder setWeightFeature(org.tensorflow.metadata.v0.Path value) { if (weightFeatureBuilder_ == null) { if (value == null) { throw new NullPointerException(); } weightFeature_ = value; } else { weightFeatureBuilder_.setMessage(value); } bitField0_ |= 0x00000004; onChanged(); return this; } /** *
     * 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; */ public Builder setWeightFeature( org.tensorflow.metadata.v0.Path.Builder builderForValue) { if (weightFeatureBuilder_ == null) { weightFeature_ = builderForValue.build(); } else { weightFeatureBuilder_.setMessage(builderForValue.build()); } bitField0_ |= 0x00000004; onChanged(); return this; } /** *
     * 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; */ public Builder mergeWeightFeature(org.tensorflow.metadata.v0.Path value) { if (weightFeatureBuilder_ == null) { if (((bitField0_ & 0x00000004) != 0) && weightFeature_ != null && weightFeature_ != org.tensorflow.metadata.v0.Path.getDefaultInstance()) { getWeightFeatureBuilder().mergeFrom(value); } else { weightFeature_ = value; } } else { weightFeatureBuilder_.mergeFrom(value); } if (weightFeature_ != null) { bitField0_ |= 0x00000004; onChanged(); } return this; } /** *
     * 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; */ public Builder clearWeightFeature() { bitField0_ = (bitField0_ & ~0x00000004); weightFeature_ = null; if (weightFeatureBuilder_ != null) { weightFeatureBuilder_.dispose(); weightFeatureBuilder_ = null; } onChanged(); return this; } /** *
     * 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; */ public org.tensorflow.metadata.v0.Path.Builder getWeightFeatureBuilder() { bitField0_ |= 0x00000004; onChanged(); return getWeightFeatureFieldBuilder().getBuilder(); } /** *
     * 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; */ public org.tensorflow.metadata.v0.PathOrBuilder getWeightFeatureOrBuilder() { if (weightFeatureBuilder_ != null) { return weightFeatureBuilder_.getMessageOrBuilder(); } else { return weightFeature_ == null ? org.tensorflow.metadata.v0.Path.getDefaultInstance() : weightFeature_; } } /** *
     * 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; */ private com.google.protobuf.SingleFieldBuilderV3< org.tensorflow.metadata.v0.Path, org.tensorflow.metadata.v0.Path.Builder, org.tensorflow.metadata.v0.PathOrBuilder> getWeightFeatureFieldBuilder() { if (weightFeatureBuilder_ == null) { weightFeatureBuilder_ = new com.google.protobuf.SingleFieldBuilderV3< org.tensorflow.metadata.v0.Path, org.tensorflow.metadata.v0.Path.Builder, org.tensorflow.metadata.v0.PathOrBuilder>( getWeightFeature(), getParentForChildren(), isClean()); weightFeature_ = null; } return weightFeatureBuilder_; } private int lifecycleStage_ = 0; /** *
     * 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; * @return Whether the lifecycleStage field is set. */ @java.lang.Override public boolean hasLifecycleStage() { return ((bitField0_ & 0x00000008) != 0); } /** *
     * 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; * @return The lifecycleStage. */ @java.lang.Override public org.tensorflow.metadata.v0.LifecycleStage getLifecycleStage() { org.tensorflow.metadata.v0.LifecycleStage result = org.tensorflow.metadata.v0.LifecycleStage.forNumber(lifecycleStage_); return result == null ? org.tensorflow.metadata.v0.LifecycleStage.UNKNOWN_STAGE : result; } /** *
     * 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; * @param value The lifecycleStage to set. * @return This builder for chaining. */ public Builder setLifecycleStage(org.tensorflow.metadata.v0.LifecycleStage value) { if (value == null) { throw new NullPointerException(); } bitField0_ |= 0x00000008; lifecycleStage_ = value.getNumber(); onChanged(); return this; } /** *
     * 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; * @return This builder for chaining. */ public Builder clearLifecycleStage() { bitField0_ = (bitField0_ & ~0x00000008); lifecycleStage_ = 0; onChanged(); return this; } @java.lang.Override public final Builder setUnknownFields( final com.google.protobuf.UnknownFieldSet unknownFields) { return super.setUnknownFields(unknownFields); } @java.lang.Override public final Builder mergeUnknownFields( final com.google.protobuf.UnknownFieldSet unknownFields) { return super.mergeUnknownFields(unknownFields); } // @@protoc_insertion_point(builder_scope:tensorflow.metadata.v0.WeightedFeature) } // @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.WeightedFeature) private static final org.tensorflow.metadata.v0.WeightedFeature DEFAULT_INSTANCE; static { DEFAULT_INSTANCE = new org.tensorflow.metadata.v0.WeightedFeature(); } public static org.tensorflow.metadata.v0.WeightedFeature getDefaultInstance() { return DEFAULT_INSTANCE; } @java.lang.Deprecated public static final com.google.protobuf.Parser PARSER = new com.google.protobuf.AbstractParser() { @java.lang.Override public WeightedFeature parsePartialFrom( com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException { Builder builder = newBuilder(); try { builder.mergeFrom(input, extensionRegistry); } catch (com.google.protobuf.InvalidProtocolBufferException e) { throw e.setUnfinishedMessage(builder.buildPartial()); } catch (com.google.protobuf.UninitializedMessageException e) { throw e.asInvalidProtocolBufferException().setUnfinishedMessage(builder.buildPartial()); } catch (java.io.IOException e) { throw new com.google.protobuf.InvalidProtocolBufferException(e) .setUnfinishedMessage(builder.buildPartial()); } return builder.buildPartial(); } }; public static com.google.protobuf.Parser parser() { return PARSER; } @java.lang.Override public com.google.protobuf.Parser getParserForType() { return PARSER; } @java.lang.Override public org.tensorflow.metadata.v0.WeightedFeature getDefaultInstanceForType() { return DEFAULT_INSTANCE; } }




© 2015 - 2025 Weber Informatics LLC | Privacy Policy