Feature (Feast Data Types for Java 0.4.4 API)

java.lang.Object
- com.google.protobuf.AbstractMessageLite
- - com.google.protobuf.AbstractMessage
  - - com.google.protobuf.GeneratedMessageV3
    - - org.tensorflow.metadata.v0.Feature

All Implemented Interfaces:

com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable, FeatureOrBuilder
```
public final class Feature
extends com.google.protobuf.GeneratedMessageV3
implements FeatureOrBuilder
```
```
 Describes schema-level information about a specific feature.
 NextID: 31
 
```
Protobuf type tensorflow.metadata.v0.Feature
See Also:

Serialized Form

Nested Class Summary

Nested Classes
Modifier and Type	Class and Description
`static class`	`Feature.Builder` Describes schema-level information about a specific feature.
`static class`	`Feature.DomainInfoCase`
`static class`	`Feature.PresenceConstraintsCase`
`static class`	`Feature.ShapeTypeCase`

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3
com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields
Modifier and Type	Field and Description
`static int`	`ANNOTATION_FIELD_NUMBER`
`static int`	`BOOL_DOMAIN_FIELD_NUMBER`
`static int`	`DEPRECATED_FIELD_NUMBER`
`static int`	`DISTRIBUTION_CONSTRAINTS_FIELD_NUMBER`
`static int`	`DOMAIN_FIELD_NUMBER`
`static int`	`DRIFT_COMPARATOR_FIELD_NUMBER`
`static int`	`FLOAT_DOMAIN_FIELD_NUMBER`
`static int`	`GROUP_PRESENCE_FIELD_NUMBER`
`static int`	`IMAGE_DOMAIN_FIELD_NUMBER`
`static int`	`IN_ENVIRONMENT_FIELD_NUMBER`
`static int`	`INT_DOMAIN_FIELD_NUMBER`
`static int`	`LIFECYCLE_STAGE_FIELD_NUMBER`
`static int`	`MID_DOMAIN_FIELD_NUMBER`
`static int`	`NAME_FIELD_NUMBER`
`static int`	`NATURAL_LANGUAGE_DOMAIN_FIELD_NUMBER`
`static int`	`NOT_IN_ENVIRONMENT_FIELD_NUMBER`
`static com.google.protobuf.Parser<Feature>`	`PARSER` Deprecated.
`static int`	`PRESENCE_FIELD_NUMBER`
`static int`	`SHAPE_FIELD_NUMBER`
`static int`	`SKEW_COMPARATOR_FIELD_NUMBER`
`static int`	`STRING_DOMAIN_FIELD_NUMBER`
`static int`	`STRUCT_DOMAIN_FIELD_NUMBER`
`static int`	`TIME_DOMAIN_FIELD_NUMBER`
`static int`	`TIME_OF_DAY_DOMAIN_FIELD_NUMBER`
`static int`	`TYPE_FIELD_NUMBER`
`static int`	`URL_DOMAIN_FIELD_NUMBER`
`static int`	`VALUE_COUNT_FIELD_NUMBER`

Fields inherited from class com.google.protobuf.GeneratedMessageV3
alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage
memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite
memoizedHashCode

Method Summary

All Methods Static Methods Instance Methods Concrete Methods Deprecated Methods
Modifier and Type	Method and Description
`boolean`	`equals(Object obj)`
`Annotation`	`getAnnotation()` Additional information about the feature for documentation purpose.
`AnnotationOrBuilder`	`getAnnotationOrBuilder()` Additional information about the feature for documentation purpose.
`BoolDomain`	`getBoolDomain()` `optional .tensorflow.metadata.v0.BoolDomain bool_domain = 13;`
`BoolDomainOrBuilder`	`getBoolDomainOrBuilder()` `optional .tensorflow.metadata.v0.BoolDomain bool_domain = 13;`
`static Feature`	`getDefaultInstance()`
`Feature`	`getDefaultInstanceForType()`
`boolean`	`getDeprecated()` Deprecated.
`static com.google.protobuf.Descriptors.Descriptor`	`getDescriptor()`
`DistributionConstraints`	`getDistributionConstraints()` Constraints on the distribution of the feature values.
`DistributionConstraintsOrBuilder`	`getDistributionConstraintsOrBuilder()` Constraints on the distribution of the feature values.
`String`	`getDomain()` Reference to a domain defined at the schema level.
`com.google.protobuf.ByteString`	`getDomainBytes()` Reference to a domain defined at the schema level.
`Feature.DomainInfoCase`	`getDomainInfoCase()`
`FeatureComparator`	`getDriftComparator()` Tests comparing the distribution between two consecutive spans (e.g.
`FeatureComparatorOrBuilder`	`getDriftComparatorOrBuilder()` Tests comparing the distribution between two consecutive spans (e.g.
`FloatDomain`	`getFloatDomain()` `optional .tensorflow.metadata.v0.FloatDomain float_domain = 10;`
`FloatDomainOrBuilder`	`getFloatDomainOrBuilder()` `optional .tensorflow.metadata.v0.FloatDomain float_domain = 10;`
`FeaturePresenceWithinGroup`	`getGroupPresence()` Only used in the context of a "group" context, e.g., inside a sequence.
`FeaturePresenceWithinGroupOrBuilder`	`getGroupPresenceOrBuilder()` Only used in the context of a "group" context, e.g., inside a sequence.
`ImageDomain`	`getImageDomain()` `optional .tensorflow.metadata.v0.ImageDomain image_domain = 25;`
`ImageDomainOrBuilder`	`getImageDomainOrBuilder()` `optional .tensorflow.metadata.v0.ImageDomain image_domain = 25;`
`String`	`getInEnvironment(int index)` List of environments this feature is present in.
`com.google.protobuf.ByteString`	`getInEnvironmentBytes(int index)` List of environments this feature is present in.
`int`	`getInEnvironmentCount()` List of environments this feature is present in.
`com.google.protobuf.ProtocolStringList`	`getInEnvironmentList()` List of environments this feature is present in.
`IntDomain`	`getIntDomain()` Inline definitions of domains.
`IntDomainOrBuilder`	`getIntDomainOrBuilder()` Inline definitions of domains.
`LifecycleStage`	`getLifecycleStage()` The lifecycle stage of a feature.
`MIDDomain`	`getMidDomain()` `optional .tensorflow.metadata.v0.MIDDomain mid_domain = 26;`
`MIDDomainOrBuilder`	`getMidDomainOrBuilder()` `optional .tensorflow.metadata.v0.MIDDomain mid_domain = 26;`
`String`	`getName()` The name of the feature.
`com.google.protobuf.ByteString`	`getNameBytes()` The name of the feature.
`NaturalLanguageDomain`	`getNaturalLanguageDomain()` Supported semantic domains.
`NaturalLanguageDomainOrBuilder`	`getNaturalLanguageDomainOrBuilder()` Supported semantic domains.
`String`	`getNotInEnvironment(int index)` List of environments this feature is not present in.
`com.google.protobuf.ByteString`	`getNotInEnvironmentBytes(int index)` List of environments this feature is not present in.
`int`	`getNotInEnvironmentCount()` List of environments this feature is not present in.
`com.google.protobuf.ProtocolStringList`	`getNotInEnvironmentList()` List of environments this feature is not present in.
`com.google.protobuf.Parser<Feature>`	`getParserForType()`
`FeaturePresence`	`getPresence()` Constraints on the presence of this feature in the examples.
`Feature.PresenceConstraintsCase`	`getPresenceConstraintsCase()`
`FeaturePresenceOrBuilder`	`getPresenceOrBuilder()` Constraints on the presence of this feature in the examples.
`int`	`getSerializedSize()`
`FixedShape`	`getShape()` The feature has a fixed shape corresponding to a multi-dimensional tensor.
`FixedShapeOrBuilder`	`getShapeOrBuilder()` The feature has a fixed shape corresponding to a multi-dimensional tensor.
`Feature.ShapeTypeCase`	`getShapeTypeCase()`
`FeatureComparator`	`getSkewComparator()` Tests comparing the distribution to the associated serving data.
`FeatureComparatorOrBuilder`	`getSkewComparatorOrBuilder()` Tests comparing the distribution to the associated serving data.
`StringDomain`	`getStringDomain()` `optional .tensorflow.metadata.v0.StringDomain string_domain = 11;`
`StringDomainOrBuilder`	`getStringDomainOrBuilder()` `optional .tensorflow.metadata.v0.StringDomain string_domain = 11;`
`StructDomain`	`getStructDomain()` `optional .tensorflow.metadata.v0.StructDomain struct_domain = 29;`
`StructDomainOrBuilder`	`getStructDomainOrBuilder()` `optional .tensorflow.metadata.v0.StructDomain struct_domain = 29;`
`TimeDomain`	`getTimeDomain()` `optional .tensorflow.metadata.v0.TimeDomain time_domain = 28;`
`TimeDomainOrBuilder`	`getTimeDomainOrBuilder()` `optional .tensorflow.metadata.v0.TimeDomain time_domain = 28;`
`TimeOfDayDomain`	`getTimeOfDayDomain()` `optional .tensorflow.metadata.v0.TimeOfDayDomain time_of_day_domain = 30;`
`TimeOfDayDomainOrBuilder`	`getTimeOfDayDomainOrBuilder()` `optional .tensorflow.metadata.v0.TimeOfDayDomain time_of_day_domain = 30;`
`FeatureType`	`getType()` Physical type of the feature's values.
`com.google.protobuf.UnknownFieldSet`	`getUnknownFields()`
`URLDomain`	`getUrlDomain()` `optional .tensorflow.metadata.v0.URLDomain url_domain = 27;`
`URLDomainOrBuilder`	`getUrlDomainOrBuilder()` `optional .tensorflow.metadata.v0.URLDomain url_domain = 27;`
`ValueCount`	`getValueCount()` The feature doesn't have a well defined shape.
`ValueCountOrBuilder`	`getValueCountOrBuilder()` The feature doesn't have a well defined shape.
`boolean`	`hasAnnotation()` Additional information about the feature for documentation purpose.
`boolean`	`hasBoolDomain()` `optional .tensorflow.metadata.v0.BoolDomain bool_domain = 13;`
`boolean`	`hasDeprecated()` Deprecated.
`boolean`	`hasDistributionConstraints()` Constraints on the distribution of the feature values.
`boolean`	`hasDomain()` Reference to a domain defined at the schema level.
`boolean`	`hasDriftComparator()` Tests comparing the distribution between two consecutive spans (e.g.
`boolean`	`hasFloatDomain()` `optional .tensorflow.metadata.v0.FloatDomain float_domain = 10;`
`boolean`	`hasGroupPresence()` Only used in the context of a "group" context, e.g., inside a sequence.
`int`	`hashCode()`
`boolean`	`hasImageDomain()` `optional .tensorflow.metadata.v0.ImageDomain image_domain = 25;`
`boolean`	`hasIntDomain()` Inline definitions of domains.
`boolean`	`hasLifecycleStage()` The lifecycle stage of a feature.
`boolean`	`hasMidDomain()` `optional .tensorflow.metadata.v0.MIDDomain mid_domain = 26;`
`boolean`	`hasName()` The name of the feature.
`boolean`	`hasNaturalLanguageDomain()` Supported semantic domains.
`boolean`	`hasPresence()` Constraints on the presence of this feature in the examples.
`boolean`	`hasShape()` The feature has a fixed shape corresponding to a multi-dimensional tensor.
`boolean`	`hasSkewComparator()` Tests comparing the distribution to the associated serving data.
`boolean`	`hasStringDomain()` `optional .tensorflow.metadata.v0.StringDomain string_domain = 11;`
`boolean`	`hasStructDomain()` `optional .tensorflow.metadata.v0.StructDomain struct_domain = 29;`
`boolean`	`hasTimeDomain()` `optional .tensorflow.metadata.v0.TimeDomain time_domain = 28;`
`boolean`	`hasTimeOfDayDomain()` `optional .tensorflow.metadata.v0.TimeOfDayDomain time_of_day_domain = 30;`
`boolean`	`hasType()` Physical type of the feature's values.
`boolean`	`hasUrlDomain()` `optional .tensorflow.metadata.v0.URLDomain url_domain = 27;`
`boolean`	`hasValueCount()` The feature doesn't have a well defined shape.
`protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable`	`internalGetFieldAccessorTable()`
`boolean`	`isInitialized()`
`static Feature.Builder`	`newBuilder()`
`static Feature.Builder`	`newBuilder(Feature prototype)`
`Feature.Builder`	`newBuilderForType()`
`protected Feature.Builder`	`newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)`
`protected Object`	`newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)`
`static Feature`	`parseDelimitedFrom(InputStream input)`
`static Feature`	`parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static Feature`	`parseFrom(byte[] data)`
`static Feature`	`parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static Feature`	`parseFrom(ByteBuffer data)`
`static Feature`	`parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static Feature`	`parseFrom(com.google.protobuf.ByteString data)`
`static Feature`	`parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static Feature`	`parseFrom(com.google.protobuf.CodedInputStream input)`
`static Feature`	`parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static Feature`	`parseFrom(InputStream input)`
`static Feature`	`parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static com.google.protobuf.Parser<Feature>`	`parser()`
`Feature.Builder`	`toBuilder()`
`void`	`writeTo(com.google.protobuf.CodedOutputStream output)`

Methods inherited from class com.google.protobuf.GeneratedMessageV3
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite
addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite
toByteArray, toByteString, writeDelimitedTo, writeTo

- Field Detail
  - NAME_FIELD_NUMBER
```
public static final int NAME_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - DEPRECATED_FIELD_NUMBER
```
public static final int DEPRECATED_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - PRESENCE_FIELD_NUMBER
```
public static final int PRESENCE_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - GROUP_PRESENCE_FIELD_NUMBER
```
public static final int GROUP_PRESENCE_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - SHAPE_FIELD_NUMBER
```
public static final int SHAPE_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - VALUE_COUNT_FIELD_NUMBER
```
public static final int VALUE_COUNT_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - TYPE_FIELD_NUMBER
```
public static final int TYPE_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - DOMAIN_FIELD_NUMBER
```
public static final int DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - INT_DOMAIN_FIELD_NUMBER
```
public static final int INT_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - FLOAT_DOMAIN_FIELD_NUMBER
```
public static final int FLOAT_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - STRING_DOMAIN_FIELD_NUMBER
```
public static final int STRING_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - BOOL_DOMAIN_FIELD_NUMBER
```
public static final int BOOL_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - STRUCT_DOMAIN_FIELD_NUMBER
```
public static final int STRUCT_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - NATURAL_LANGUAGE_DOMAIN_FIELD_NUMBER
```
public static final int NATURAL_LANGUAGE_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - IMAGE_DOMAIN_FIELD_NUMBER
```
public static final int IMAGE_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - MID_DOMAIN_FIELD_NUMBER
```
public static final int MID_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - URL_DOMAIN_FIELD_NUMBER
```
public static final int URL_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - TIME_DOMAIN_FIELD_NUMBER
```
public static final int TIME_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - TIME_OF_DAY_DOMAIN_FIELD_NUMBER
```
public static final int TIME_OF_DAY_DOMAIN_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - DISTRIBUTION_CONSTRAINTS_FIELD_NUMBER
```
public static final int DISTRIBUTION_CONSTRAINTS_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - ANNOTATION_FIELD_NUMBER
```
public static final int ANNOTATION_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - SKEW_COMPARATOR_FIELD_NUMBER
```
public static final int SKEW_COMPARATOR_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - DRIFT_COMPARATOR_FIELD_NUMBER
```
public static final int DRIFT_COMPARATOR_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - IN_ENVIRONMENT_FIELD_NUMBER
```
public static final int IN_ENVIRONMENT_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - NOT_IN_ENVIRONMENT_FIELD_NUMBER
```
public static final int NOT_IN_ENVIRONMENT_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - LIFECYCLE_STAGE_FIELD_NUMBER
```
public static final int LIFECYCLE_STAGE_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - PARSER
```
@Deprecated
public static final com.google.protobuf.Parser<Feature> PARSER
```
    Deprecated.
- Method Detail
  - newInstance
```
protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
```
    Overrides:
    
    newInstance in class com.google.protobuf.GeneratedMessageV3
  - getUnknownFields
```
public final com.google.protobuf.UnknownFieldSet getUnknownFields()
```
    Specified by:
    
    getUnknownFields in interface com.google.protobuf.MessageOrBuilder
    
    Overrides:
    
    getUnknownFields in class com.google.protobuf.GeneratedMessageV3
  - getDescriptor
```
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
```
  - internalGetFieldAccessorTable
```
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
```
    Specified by:
    
    internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3
  - getPresenceConstraintsCase
```
public Feature.PresenceConstraintsCase getPresenceConstraintsCase()
```
    Specified by:
    
    getPresenceConstraintsCase in interface FeatureOrBuilder
  - getShapeTypeCase
```
public Feature.ShapeTypeCase getShapeTypeCase()
```
    Specified by:
    
    getShapeTypeCase in interface FeatureOrBuilder
  - getDomainInfoCase
```
public Feature.DomainInfoCase getDomainInfoCase()
```
    Specified by:
    
    getDomainInfoCase in interface FeatureOrBuilder
  - hasName
```
public boolean hasName()
```
```
 The name of the feature.
 
```
    optional string name = 1;
    Specified by:
    
    hasName in interface FeatureOrBuilder
    
    Returns:
    
    Whether the name field is set.
  - getName
```
public String getName()
```
```
 The name of the feature.
 
```
    optional string name = 1;
    Specified by:
    
    getName in interface FeatureOrBuilder
    
    Returns:
    
    The name.
  - getNameBytes
```
public com.google.protobuf.ByteString getNameBytes()
```
```
 The name of the feature.
 
```
    optional string name = 1;
    Specified by:
    
    getNameBytes in interface FeatureOrBuilder
    
    Returns:
    
    The bytes for name.
  - hasDeprecated
```
@Deprecated
public 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];
    Specified by:
    
    hasDeprecated in interface FeatureOrBuilder
    
    Returns:
    
    Whether the deprecated field is set.
  - getDeprecated
```
@Deprecated
public 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];
    Specified by:
    
    getDeprecated in interface FeatureOrBuilder
    
    Returns:
    
    The deprecated.
  - hasPresence
```
public boolean hasPresence()
```
```
 Constraints on the presence of this feature in the examples.
 
```
    optional .tensorflow.metadata.v0.FeaturePresence presence = 14;
    Specified by:
    
    hasPresence in interface FeatureOrBuilder
    
    Returns:
    
    Whether the presence field is set.
  - getPresence
```
public FeaturePresence getPresence()
```
```
 Constraints on the presence of this feature in the examples.
 
```
    optional .tensorflow.metadata.v0.FeaturePresence presence = 14;
    Specified by:
    
    getPresence in interface FeatureOrBuilder
    
    Returns:
    
    The presence.
  - getPresenceOrBuilder
```
public FeaturePresenceOrBuilder getPresenceOrBuilder()
```
```
 Constraints on the presence of this feature in the examples.
 
```
    optional .tensorflow.metadata.v0.FeaturePresence presence = 14;
    Specified by:
    
    getPresenceOrBuilder in interface FeatureOrBuilder
  - hasGroupPresence
```
public boolean hasGroupPresence()
```
```
 Only used in the context of a "group" context, e.g., inside a sequence.
 
```
    optional .tensorflow.metadata.v0.FeaturePresenceWithinGroup group_presence = 17;
    Specified by:
    
    hasGroupPresence in interface FeatureOrBuilder
    
    Returns:
    
    Whether the groupPresence field is set.
  - getGroupPresence
```
public FeaturePresenceWithinGroup getGroupPresence()
```
```
 Only used in the context of a "group" context, e.g., inside a sequence.
 
```
    optional .tensorflow.metadata.v0.FeaturePresenceWithinGroup group_presence = 17;
    Specified by:
    
    getGroupPresence in interface FeatureOrBuilder
    
    Returns:
    
    The groupPresence.
  - getGroupPresenceOrBuilder
```
public FeaturePresenceWithinGroupOrBuilder getGroupPresenceOrBuilder()
```
```
 Only used in the context of a "group" context, e.g., inside a sequence.
 
```
    optional .tensorflow.metadata.v0.FeaturePresenceWithinGroup group_presence = 17;
    Specified by:
    
    getGroupPresenceOrBuilder in interface FeatureOrBuilder
  - hasShape
```
public boolean hasShape()
```
```
 The feature has a fixed shape corresponding to a multi-dimensional
 tensor.
 
```
    optional .tensorflow.metadata.v0.FixedShape shape = 23;
    Specified by:
    
    hasShape in interface FeatureOrBuilder
    
    Returns:
    
    Whether the shape field is set.
  - getShape
```
public FixedShape getShape()
```
```
 The feature has a fixed shape corresponding to a multi-dimensional
 tensor.
 
```
    optional .tensorflow.metadata.v0.FixedShape shape = 23;
    Specified by:
    
    getShape in interface FeatureOrBuilder
    
    Returns:
    
    The shape.
  - getShapeOrBuilder
```
public FixedShapeOrBuilder getShapeOrBuilder()
```
```
 The feature has a fixed shape corresponding to a multi-dimensional
 tensor.
 
```
    optional .tensorflow.metadata.v0.FixedShape shape = 23;
    Specified by:
    
    getShapeOrBuilder in interface FeatureOrBuilder
  - hasValueCount
```
public boolean hasValueCount()
```
```
 The feature doesn't have a well defined shape. All we know are limits on
 the minimum and maximum number of values.
 
```
    optional .tensorflow.metadata.v0.ValueCount value_count = 5;
    Specified by:
    
    hasValueCount in interface FeatureOrBuilder
    
    Returns:
    
    Whether the valueCount field is set.
  - getValueCount
```
public ValueCount getValueCount()
```
```
 The feature doesn't have a well defined shape. All we know are limits on
 the minimum and maximum number of values.
 
```
    optional .tensorflow.metadata.v0.ValueCount value_count = 5;
    Specified by:
    
    getValueCount in interface FeatureOrBuilder
    
    Returns:
    
    The valueCount.
  - getValueCountOrBuilder
```
public ValueCountOrBuilder getValueCountOrBuilder()
```
```
 The feature doesn't have a well defined shape. All we know are limits on
 the minimum and maximum number of values.
 
```
    optional .tensorflow.metadata.v0.ValueCount value_count = 5;
    Specified by:
    
    getValueCountOrBuilder in interface FeatureOrBuilder
  - hasType
```
public boolean hasType()
```
```
 Physical type of the feature's values.
 Note that you can have:
 type: BYTES
 int_domain: {
   min: 0
   max: 3
 }
 This would be a field that is syntactically BYTES (i.e. strings), but
 semantically an int, i.e. it would be "0", "1", "2", or "3".
 
```
    optional .tensorflow.metadata.v0.FeatureType type = 6;
    Specified by:
    
    hasType in interface FeatureOrBuilder
    
    Returns:
    
    Whether the type field is set.
  - getType
```
public FeatureType getType()
```
```
 Physical type of the feature's values.
 Note that you can have:
 type: BYTES
 int_domain: {
   min: 0
   max: 3
 }
 This would be a field that is syntactically BYTES (i.e. strings), but
 semantically an int, i.e. it would be "0", "1", "2", or "3".
 
```
    optional .tensorflow.metadata.v0.FeatureType type = 6;
    Specified by:
    
    getType in interface FeatureOrBuilder
    
    Returns:
    
    The type.
  - hasDomain
```
public boolean hasDomain()
```
```
 Reference to a domain defined at the schema level.
 
```
    optional string domain = 7;
    Specified by:
    
    hasDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the domain field is set.
  - getDomain
```
public String getDomain()
```
```
 Reference to a domain defined at the schema level.
 
```
    optional string domain = 7;
    Specified by:
    
    getDomain in interface FeatureOrBuilder
    
    Returns:
    
    The domain.
  - getDomainBytes
```
public com.google.protobuf.ByteString getDomainBytes()
```
```
 Reference to a domain defined at the schema level.
 
```
    optional string domain = 7;
    Specified by:
    
    getDomainBytes in interface FeatureOrBuilder
    
    Returns:
    
    The bytes for domain.
  - hasIntDomain
```
public boolean hasIntDomain()
```
```
 Inline definitions of domains.
 
```
    optional .tensorflow.metadata.v0.IntDomain int_domain = 9;
    Specified by:
    
    hasIntDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the intDomain field is set.
  - getIntDomain
```
public IntDomain getIntDomain()
```
```
 Inline definitions of domains.
 
```
    optional .tensorflow.metadata.v0.IntDomain int_domain = 9;
    Specified by:
    
    getIntDomain in interface FeatureOrBuilder
    
    Returns:
    
    The intDomain.
  - getIntDomainOrBuilder
```
public IntDomainOrBuilder getIntDomainOrBuilder()
```
```
 Inline definitions of domains.
 
```
    optional .tensorflow.metadata.v0.IntDomain int_domain = 9;
    Specified by:
    
    getIntDomainOrBuilder in interface FeatureOrBuilder
  - hasFloatDomain
```
public boolean hasFloatDomain()
```
    optional .tensorflow.metadata.v0.FloatDomain float_domain = 10;
    
    Specified by:
    
    hasFloatDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the floatDomain field is set.
  - getFloatDomain
```
public FloatDomain getFloatDomain()
```
    optional .tensorflow.metadata.v0.FloatDomain float_domain = 10;
    
    Specified by:
    
    getFloatDomain in interface FeatureOrBuilder
    
    Returns:
    
    The floatDomain.
  - getFloatDomainOrBuilder
```
public FloatDomainOrBuilder getFloatDomainOrBuilder()
```
    optional .tensorflow.metadata.v0.FloatDomain float_domain = 10;
    
    Specified by:
    
    getFloatDomainOrBuilder in interface FeatureOrBuilder
  - hasStringDomain
```
public boolean hasStringDomain()
```
    optional .tensorflow.metadata.v0.StringDomain string_domain = 11;
    
    Specified by:
    
    hasStringDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the stringDomain field is set.
  - getStringDomain
```
public StringDomain getStringDomain()
```
    optional .tensorflow.metadata.v0.StringDomain string_domain = 11;
    
    Specified by:
    
    getStringDomain in interface FeatureOrBuilder
    
    Returns:
    
    The stringDomain.
  - getStringDomainOrBuilder
```
public StringDomainOrBuilder getStringDomainOrBuilder()
```
    optional .tensorflow.metadata.v0.StringDomain string_domain = 11;
    
    Specified by:
    
    getStringDomainOrBuilder in interface FeatureOrBuilder
  - hasBoolDomain
```
public boolean hasBoolDomain()
```
    optional .tensorflow.metadata.v0.BoolDomain bool_domain = 13;
    
    Specified by:
    
    hasBoolDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the boolDomain field is set.
  - getBoolDomain
```
public BoolDomain getBoolDomain()
```
    optional .tensorflow.metadata.v0.BoolDomain bool_domain = 13;
    
    Specified by:
    
    getBoolDomain in interface FeatureOrBuilder
    
    Returns:
    
    The boolDomain.
  - getBoolDomainOrBuilder
```
public BoolDomainOrBuilder getBoolDomainOrBuilder()
```
    optional .tensorflow.metadata.v0.BoolDomain bool_domain = 13;
    
    Specified by:
    
    getBoolDomainOrBuilder in interface FeatureOrBuilder
  - hasStructDomain
```
public boolean hasStructDomain()
```
    optional .tensorflow.metadata.v0.StructDomain struct_domain = 29;
    
    Specified by:
    
    hasStructDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the structDomain field is set.
  - getStructDomain
```
public StructDomain getStructDomain()
```
    optional .tensorflow.metadata.v0.StructDomain struct_domain = 29;
    
    Specified by:
    
    getStructDomain in interface FeatureOrBuilder
    
    Returns:
    
    The structDomain.
  - getStructDomainOrBuilder
```
public StructDomainOrBuilder getStructDomainOrBuilder()
```
    optional .tensorflow.metadata.v0.StructDomain struct_domain = 29;
    
    Specified by:
    
    getStructDomainOrBuilder in interface FeatureOrBuilder
  - hasNaturalLanguageDomain
```
public boolean hasNaturalLanguageDomain()
```
```
 Supported semantic domains.
 
```
    optional .tensorflow.metadata.v0.NaturalLanguageDomain natural_language_domain = 24;
    Specified by:
    
    hasNaturalLanguageDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the naturalLanguageDomain field is set.
  - getNaturalLanguageDomain
```
public NaturalLanguageDomain getNaturalLanguageDomain()
```
```
 Supported semantic domains.
 
```
    optional .tensorflow.metadata.v0.NaturalLanguageDomain natural_language_domain = 24;
    Specified by:
    
    getNaturalLanguageDomain in interface FeatureOrBuilder
    
    Returns:
    
    The naturalLanguageDomain.
  - getNaturalLanguageDomainOrBuilder
```
public NaturalLanguageDomainOrBuilder getNaturalLanguageDomainOrBuilder()
```
```
 Supported semantic domains.
 
```
    optional .tensorflow.metadata.v0.NaturalLanguageDomain natural_language_domain = 24;
    Specified by:
    
    getNaturalLanguageDomainOrBuilder in interface FeatureOrBuilder
  - hasImageDomain
```
public boolean hasImageDomain()
```
    optional .tensorflow.metadata.v0.ImageDomain image_domain = 25;
    
    Specified by:
    
    hasImageDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the imageDomain field is set.
  - getImageDomain
```
public ImageDomain getImageDomain()
```
    optional .tensorflow.metadata.v0.ImageDomain image_domain = 25;
    
    Specified by:
    
    getImageDomain in interface FeatureOrBuilder
    
    Returns:
    
    The imageDomain.
  - getImageDomainOrBuilder
```
public ImageDomainOrBuilder getImageDomainOrBuilder()
```
    optional .tensorflow.metadata.v0.ImageDomain image_domain = 25;
    
    Specified by:
    
    getImageDomainOrBuilder in interface FeatureOrBuilder
  - hasMidDomain
```
public boolean hasMidDomain()
```
    optional .tensorflow.metadata.v0.MIDDomain mid_domain = 26;
    
    Specified by:
    
    hasMidDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the midDomain field is set.
  - getMidDomain
```
public MIDDomain getMidDomain()
```
    optional .tensorflow.metadata.v0.MIDDomain mid_domain = 26;
    
    Specified by:
    
    getMidDomain in interface FeatureOrBuilder
    
    Returns:
    
    The midDomain.
  - getMidDomainOrBuilder
```
public MIDDomainOrBuilder getMidDomainOrBuilder()
```
    optional .tensorflow.metadata.v0.MIDDomain mid_domain = 26;
    
    Specified by:
    
    getMidDomainOrBuilder in interface FeatureOrBuilder
  - hasUrlDomain
```
public boolean hasUrlDomain()
```
    optional .tensorflow.metadata.v0.URLDomain url_domain = 27;
    
    Specified by:
    
    hasUrlDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the urlDomain field is set.
  - getUrlDomain
```
public URLDomain getUrlDomain()
```
    optional .tensorflow.metadata.v0.URLDomain url_domain = 27;
    
    Specified by:
    
    getUrlDomain in interface FeatureOrBuilder
    
    Returns:
    
    The urlDomain.
  - getUrlDomainOrBuilder
```
public URLDomainOrBuilder getUrlDomainOrBuilder()
```
    optional .tensorflow.metadata.v0.URLDomain url_domain = 27;
    
    Specified by:
    
    getUrlDomainOrBuilder in interface FeatureOrBuilder
  - hasTimeDomain
```
public boolean hasTimeDomain()
```
    optional .tensorflow.metadata.v0.TimeDomain time_domain = 28;
    
    Specified by:
    
    hasTimeDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the timeDomain field is set.
  - getTimeDomain
```
public TimeDomain getTimeDomain()
```
    optional .tensorflow.metadata.v0.TimeDomain time_domain = 28;
    
    Specified by:
    
    getTimeDomain in interface FeatureOrBuilder
    
    Returns:
    
    The timeDomain.
  - getTimeDomainOrBuilder
```
public TimeDomainOrBuilder getTimeDomainOrBuilder()
```
    optional .tensorflow.metadata.v0.TimeDomain time_domain = 28;
    
    Specified by:
    
    getTimeDomainOrBuilder in interface FeatureOrBuilder
  - hasTimeOfDayDomain
```
public boolean hasTimeOfDayDomain()
```
    optional .tensorflow.metadata.v0.TimeOfDayDomain time_of_day_domain = 30;
    
    Specified by:
    
    hasTimeOfDayDomain in interface FeatureOrBuilder
    
    Returns:
    
    Whether the timeOfDayDomain field is set.
  - getTimeOfDayDomain
```
public TimeOfDayDomain getTimeOfDayDomain()
```
    optional .tensorflow.metadata.v0.TimeOfDayDomain time_of_day_domain = 30;
    
    Specified by:
    
    getTimeOfDayDomain in interface FeatureOrBuilder
    
    Returns:
    
    The timeOfDayDomain.
  - getTimeOfDayDomainOrBuilder
```
public TimeOfDayDomainOrBuilder getTimeOfDayDomainOrBuilder()
```
    optional .tensorflow.metadata.v0.TimeOfDayDomain time_of_day_domain = 30;
    
    Specified by:
    
    getTimeOfDayDomainOrBuilder in interface FeatureOrBuilder
  - hasDistributionConstraints
```
public boolean hasDistributionConstraints()
```
```
 Constraints on the distribution of the feature values.
 Currently only supported for StringDomains.
 TODO(b/69473628): Extend functionality to other domain types.
 
```
    optional .tensorflow.metadata.v0.DistributionConstraints distribution_constraints = 15;
    Specified by:
    
    hasDistributionConstraints in interface FeatureOrBuilder
    
    Returns:
    
    Whether the distributionConstraints field is set.
  - getDistributionConstraints
```
public DistributionConstraints getDistributionConstraints()
```
```
 Constraints on the distribution of the feature values.
 Currently only supported for StringDomains.
 TODO(b/69473628): Extend functionality to other domain types.
 
```
    optional .tensorflow.metadata.v0.DistributionConstraints distribution_constraints = 15;
    Specified by:
    
    getDistributionConstraints in interface FeatureOrBuilder
    
    Returns:
    
    The distributionConstraints.
  - getDistributionConstraintsOrBuilder
```
public DistributionConstraintsOrBuilder getDistributionConstraintsOrBuilder()
```
```
 Constraints on the distribution of the feature values.
 Currently only supported for StringDomains.
 TODO(b/69473628): Extend functionality to other domain types.
 
```
    optional .tensorflow.metadata.v0.DistributionConstraints distribution_constraints = 15;
    Specified by:
    
    getDistributionConstraintsOrBuilder in interface FeatureOrBuilder
  - hasAnnotation
```
public boolean hasAnnotation()
```
```
 Additional information about the feature for documentation purpose.
 
```
    optional .tensorflow.metadata.v0.Annotation annotation = 16;
    Specified by:
    
    hasAnnotation in interface FeatureOrBuilder
    
    Returns:
    
    Whether the annotation field is set.
  - getAnnotation
```
public Annotation getAnnotation()
```
```
 Additional information about the feature for documentation purpose.
 
```
    optional .tensorflow.metadata.v0.Annotation annotation = 16;
    Specified by:
    
    getAnnotation in interface FeatureOrBuilder
    
    Returns:
    
    The annotation.
  - getAnnotationOrBuilder
```
public AnnotationOrBuilder getAnnotationOrBuilder()
```
```
 Additional information about the feature for documentation purpose.
 
```
    optional .tensorflow.metadata.v0.Annotation annotation = 16;
    Specified by:
    
    getAnnotationOrBuilder in interface FeatureOrBuilder
  - hasSkewComparator
```
public boolean hasSkewComparator()
```
```
 Tests comparing the distribution to the associated serving data.
 
```
    optional .tensorflow.metadata.v0.FeatureComparator skew_comparator = 18;
    Specified by:
    
    hasSkewComparator in interface FeatureOrBuilder
    
    Returns:
    
    Whether the skewComparator field is set.
  - getSkewComparator
```
public FeatureComparator getSkewComparator()
```
```
 Tests comparing the distribution to the associated serving data.
 
```
    optional .tensorflow.metadata.v0.FeatureComparator skew_comparator = 18;
    Specified by:
    
    getSkewComparator in interface FeatureOrBuilder
    
    Returns:
    
    The skewComparator.
  - getSkewComparatorOrBuilder
```
public FeatureComparatorOrBuilder getSkewComparatorOrBuilder()
```
```
 Tests comparing the distribution to the associated serving data.
 
```
    optional .tensorflow.metadata.v0.FeatureComparator skew_comparator = 18;
    Specified by:
    
    getSkewComparatorOrBuilder in interface FeatureOrBuilder
  - hasDriftComparator
```
public boolean hasDriftComparator()
```
```
 Tests comparing the distribution between two consecutive spans (e.g. days).
 
```
    optional .tensorflow.metadata.v0.FeatureComparator drift_comparator = 21;
    Specified by:
    
    hasDriftComparator in interface FeatureOrBuilder
    
    Returns:
    
    Whether the driftComparator field is set.
  - getDriftComparator
```
public FeatureComparator getDriftComparator()
```
```
 Tests comparing the distribution between two consecutive spans (e.g. days).
 
```
    optional .tensorflow.metadata.v0.FeatureComparator drift_comparator = 21;
    Specified by:
    
    getDriftComparator in interface FeatureOrBuilder
    
    Returns:
    
    The driftComparator.
  - getDriftComparatorOrBuilder
```
public FeatureComparatorOrBuilder getDriftComparatorOrBuilder()
```
```
 Tests comparing the distribution between two consecutive spans (e.g. days).
 
```
    optional .tensorflow.metadata.v0.FeatureComparator drift_comparator = 21;
    Specified by:
    
    getDriftComparatorOrBuilder in interface FeatureOrBuilder
  - getInEnvironmentList
```
public com.google.protobuf.ProtocolStringList getInEnvironmentList()
```
```
 List of environments this feature is present in.
 Should be disjoint from not_in_environment.
 This feature is in environment "foo" if:
 ("foo" is in in_environment or default_environments) AND
 "foo" is not in not_in_environment.
 See Schema::default_environments.
 
```
    repeated string in_environment = 20;
    Specified by:
    
    getInEnvironmentList in interface FeatureOrBuilder
    
    Returns:
    
    A list containing the inEnvironment.
  - getInEnvironmentCount
```
public int getInEnvironmentCount()
```
```
 List of environments this feature is present in.
 Should be disjoint from not_in_environment.
 This feature is in environment "foo" if:
 ("foo" is in in_environment or default_environments) AND
 "foo" is not in not_in_environment.
 See Schema::default_environments.
 
```
    repeated string in_environment = 20;
    Specified by:
    
    getInEnvironmentCount in interface FeatureOrBuilder
    
    Returns:
    
    The count of inEnvironment.
  - getInEnvironment
```
public String getInEnvironment(int index)
```
```
 List of environments this feature is present in.
 Should be disjoint from not_in_environment.
 This feature is in environment "foo" if:
 ("foo" is in in_environment or default_environments) AND
 "foo" is not in not_in_environment.
 See Schema::default_environments.
 
```
    repeated string in_environment = 20;
    Specified by:
    
    getInEnvironment in interface FeatureOrBuilder
    
    Parameters:
    
    index - The index of the element to return.
    
    Returns:
    
    The inEnvironment at the given index.
  - getInEnvironmentBytes
```
public com.google.protobuf.ByteString getInEnvironmentBytes(int index)
```
```
 List of environments this feature is present in.
 Should be disjoint from not_in_environment.
 This feature is in environment "foo" if:
 ("foo" is in in_environment or default_environments) AND
 "foo" is not in not_in_environment.
 See Schema::default_environments.
 
```
    repeated string in_environment = 20;
    Specified by:
    
    getInEnvironmentBytes in interface FeatureOrBuilder
    
    Parameters:
    
    index - The index of the value to return.
    
    Returns:
    
    The bytes of the inEnvironment at the given index.
  - getNotInEnvironmentList
```
public com.google.protobuf.ProtocolStringList getNotInEnvironmentList()
```
```
 List of environments this feature is not present in.
 Should be disjoint from of in_environment.
 See Schema::default_environments and in_environment.
 
```
    repeated string not_in_environment = 19;
    Specified by:
    
    getNotInEnvironmentList in interface FeatureOrBuilder
    
    Returns:
    
    A list containing the notInEnvironment.
  - getNotInEnvironmentCount
```
public int getNotInEnvironmentCount()
```
```
 List of environments this feature is not present in.
 Should be disjoint from of in_environment.
 See Schema::default_environments and in_environment.
 
```
    repeated string not_in_environment = 19;
    Specified by:
    
    getNotInEnvironmentCount in interface FeatureOrBuilder
    
    Returns:
    
    The count of notInEnvironment.
  - getNotInEnvironment
```
public String getNotInEnvironment(int index)
```
```
 List of environments this feature is not present in.
 Should be disjoint from of in_environment.
 See Schema::default_environments and in_environment.
 
```
    repeated string not_in_environment = 19;
    Specified by:
    
    getNotInEnvironment in interface FeatureOrBuilder
    
    Parameters:
    
    index - The index of the element to return.
    
    Returns:
    
    The notInEnvironment at the given index.
  - getNotInEnvironmentBytes
```
public com.google.protobuf.ByteString getNotInEnvironmentBytes(int index)
```
```
 List of environments this feature is not present in.
 Should be disjoint from of in_environment.
 See Schema::default_environments and in_environment.
 
```
    repeated string not_in_environment = 19;
    Specified by:
    
    getNotInEnvironmentBytes in interface FeatureOrBuilder
    
    Parameters:
    
    index - The index of the value to return.
    
    Returns:
    
    The bytes of the notInEnvironment at the given index.
  - hasLifecycleStage
```
public boolean hasLifecycleStage()
```
```
 The lifecycle stage of a feature. It can also apply to its descendants.
 i.e., if a struct is DEPRECATED, its children are implicitly deprecated.
 
```
    optional .tensorflow.metadata.v0.LifecycleStage lifecycle_stage = 22;
    Specified by:
    
    hasLifecycleStage in interface FeatureOrBuilder
    
    Returns:
    
    Whether the lifecycleStage field is set.
  - getLifecycleStage
```
public LifecycleStage getLifecycleStage()
```
```
 The lifecycle stage of a feature. It can also apply to its descendants.
 i.e., if a struct is DEPRECATED, its children are implicitly deprecated.
 
```
    optional .tensorflow.metadata.v0.LifecycleStage lifecycle_stage = 22;
    Specified by:
    
    getLifecycleStage in interface FeatureOrBuilder
    
    Returns:
    
    The lifecycleStage.
  - isInitialized
```
public final boolean isInitialized()
```
    Specified by:
    
    isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
    
    Overrides:
    
    isInitialized in class com.google.protobuf.GeneratedMessageV3
  - writeTo
```
public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException
```
    Specified by:
    
    writeTo in interface com.google.protobuf.MessageLite
    
    Overrides:
    
    writeTo in class com.google.protobuf.GeneratedMessageV3
    
    Throws:
    
    IOException
  - getSerializedSize
```
public int getSerializedSize()
```
    Specified by:
    
    getSerializedSize in interface com.google.protobuf.MessageLite
    
    Overrides:
    
    getSerializedSize in class com.google.protobuf.GeneratedMessageV3
  - equals
```
public boolean equals(Object obj)
```
    Specified by:
    
    equals in interface com.google.protobuf.Message
    
    Overrides:
    
    equals in class com.google.protobuf.AbstractMessage
  - hashCode
```
public int hashCode()
```
    Specified by:
    
    hashCode in interface com.google.protobuf.Message
    
    Overrides:
    
    hashCode in class com.google.protobuf.AbstractMessage
  - parseFrom
```
public static Feature parseFrom(ByteBuffer data)
                         throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static Feature parseFrom(ByteBuffer data,
                                com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                         throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static Feature parseFrom(com.google.protobuf.ByteString data)
                         throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static Feature parseFrom(com.google.protobuf.ByteString data,
                                com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                         throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static Feature parseFrom(byte[] data)
                         throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static Feature parseFrom(byte[] data,
                                com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                         throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static Feature parseFrom(InputStream input)
                         throws IOException
```
    Throws:
    
    IOException
  - parseFrom
```
public static Feature parseFrom(InputStream input,
                                com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                         throws IOException
```
    Throws:
    
    IOException
  - parseDelimitedFrom
```
public static Feature parseDelimitedFrom(InputStream input)
                                  throws IOException
```
    Throws:
    
    IOException
  - parseDelimitedFrom
```
public static Feature parseDelimitedFrom(InputStream input,
                                         com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws IOException
```
    Throws:
    
    IOException
  - parseFrom
```
public static Feature parseFrom(com.google.protobuf.CodedInputStream input)
                         throws IOException
```
    Throws:
    
    IOException
  - parseFrom
```
public static Feature parseFrom(com.google.protobuf.CodedInputStream input,
                                com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                         throws IOException
```
    Throws:
    
    IOException
  - newBuilderForType
```
public Feature.Builder newBuilderForType()
```
    Specified by:
    
    newBuilderForType in interface com.google.protobuf.Message
    
    Specified by:
    
    newBuilderForType in interface com.google.protobuf.MessageLite
  - newBuilder
```
public static Feature.Builder newBuilder()
```
  - newBuilder
```
public static Feature.Builder newBuilder(Feature prototype)
```
  - toBuilder
```
public Feature.Builder toBuilder()
```
    Specified by:
    
    toBuilder in interface com.google.protobuf.Message
    
    Specified by:
    
    toBuilder in interface com.google.protobuf.MessageLite
  - newBuilderForType
```
protected Feature.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
```
    Specified by:
    
    newBuilderForType in class com.google.protobuf.GeneratedMessageV3
  - getDefaultInstance
```
public static Feature getDefaultInstance()
```
  - parser
```
public static com.google.protobuf.Parser<Feature> parser()
```
  - getParserForType
```
public com.google.protobuf.Parser<Feature> getParserForType()
```
    Specified by:
    
    getParserForType in interface com.google.protobuf.Message
    
    Specified by:
    
    getParserForType in interface com.google.protobuf.MessageLite
    
    Overrides:
    
    getParserForType in class com.google.protobuf.GeneratedMessageV3
  - getDefaultInstanceForType
```
public Feature getDefaultInstanceForType()
```
    Specified by:
    
    getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
    
    Specified by:
    
    getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

Class Feature

Nested Class Summary

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

Field Summary

Fields inherited from class com.google.protobuf.GeneratedMessageV3

Fields inherited from class com.google.protobuf.AbstractMessage

Fields inherited from class com.google.protobuf.AbstractMessageLite

Method Summary

Methods inherited from class com.google.protobuf.GeneratedMessageV3

Methods inherited from class com.google.protobuf.AbstractMessage

Methods inherited from class com.google.protobuf.AbstractMessageLite

Methods inherited from class java.lang.Object

Methods inherited from interface com.google.protobuf.MessageOrBuilder

Methods inherited from interface com.google.protobuf.MessageLite

Field Detail

NAME_FIELD_NUMBER

DEPRECATED_FIELD_NUMBER

PRESENCE_FIELD_NUMBER

GROUP_PRESENCE_FIELD_NUMBER

SHAPE_FIELD_NUMBER

VALUE_COUNT_FIELD_NUMBER

TYPE_FIELD_NUMBER

DOMAIN_FIELD_NUMBER

INT_DOMAIN_FIELD_NUMBER

FLOAT_DOMAIN_FIELD_NUMBER

STRING_DOMAIN_FIELD_NUMBER

BOOL_DOMAIN_FIELD_NUMBER

STRUCT_DOMAIN_FIELD_NUMBER

NATURAL_LANGUAGE_DOMAIN_FIELD_NUMBER

IMAGE_DOMAIN_FIELD_NUMBER

MID_DOMAIN_FIELD_NUMBER

URL_DOMAIN_FIELD_NUMBER

TIME_DOMAIN_FIELD_NUMBER

TIME_OF_DAY_DOMAIN_FIELD_NUMBER

DISTRIBUTION_CONSTRAINTS_FIELD_NUMBER

ANNOTATION_FIELD_NUMBER

SKEW_COMPARATOR_FIELD_NUMBER

DRIFT_COMPARATOR_FIELD_NUMBER

IN_ENVIRONMENT_FIELD_NUMBER

NOT_IN_ENVIRONMENT_FIELD_NUMBER

LIFECYCLE_STAGE_FIELD_NUMBER

PARSER

Method Detail

newInstance

getUnknownFields

getDescriptor

internalGetFieldAccessorTable

getPresenceConstraintsCase

getShapeTypeCase

getDomainInfoCase

hasName

getName

getNameBytes

hasDeprecated

getDeprecated

hasPresence

getPresence

getPresenceOrBuilder

hasGroupPresence

getGroupPresence

getGroupPresenceOrBuilder

hasShape

getShape

getShapeOrBuilder

hasValueCount

getValueCount

getValueCountOrBuilder

hasType

getType

hasDomain

getDomain

getDomainBytes

hasIntDomain

getIntDomain

getIntDomainOrBuilder

hasFloatDomain

getFloatDomain

getFloatDomainOrBuilder

hasStringDomain