org.tensorflow.metadata.v0

Interface FeatureOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

Feature, Feature.Builder

public interface FeatureOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
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;
boolean	getDeprecated() Deprecated.
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.
List<String>	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.
List<String>	getNotInEnvironmentList() List of environments this feature is not present in.
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.
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.
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.
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.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

hasName

boolean hasName()

 The name of the feature.
 

optional string name = 1;

Returns:

Whether the name field is set.

getName

String getName()

 The name of the feature.
 

optional string name = 1;

Returns:

The name.

getNameBytes

com.google.protobuf.ByteString getNameBytes()

 The name of the feature.
 

optional string name = 1;

Returns:

The bytes for name.

hasDeprecated

@Deprecated
boolean hasDeprecated()

Deprecated.

 This field is no longer supported. Instead, use:
 lifecycle_stage: DEPRECATED
 TODO(b/111450258): remove this.
 

optional bool deprecated = 2 [deprecated = true];

Returns:

Whether the deprecated field is set.

getDeprecated

@Deprecated
boolean getDeprecated()

Deprecated.

 This field is no longer supported. Instead, use:
 lifecycle_stage: DEPRECATED
 TODO(b/111450258): remove this.
 

optional bool deprecated = 2 [deprecated = true];

Returns:

The deprecated.

hasPresence

boolean hasPresence()

 Constraints on the presence of this feature in the examples.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 14;

Returns:

Whether the presence field is set.

getPresence

FeaturePresence getPresence()

 Constraints on the presence of this feature in the examples.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 14;

Returns:

The presence.

getPresenceOrBuilder

FeaturePresenceOrBuilder getPresenceOrBuilder()

 Constraints on the presence of this feature in the examples.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 14;

hasGroupPresence

boolean hasGroupPresence()

 Only used in the context of a "group" context, e.g., inside a sequence.
 

optional .tensorflow.metadata.v0.FeaturePresenceWithinGroup group_presence = 17;

Returns:

Whether the groupPresence field is set.

getGroupPresence

FeaturePresenceWithinGroup getGroupPresence()

 Only used in the context of a "group" context, e.g., inside a sequence.
 

optional .tensorflow.metadata.v0.FeaturePresenceWithinGroup group_presence = 17;

Returns:

The groupPresence.

getGroupPresenceOrBuilder

FeaturePresenceWithinGroupOrBuilder getGroupPresenceOrBuilder()

 Only used in the context of a "group" context, e.g., inside a sequence.
 

optional .tensorflow.metadata.v0.FeaturePresenceWithinGroup group_presence = 17;

hasShape

boolean hasShape()

 The feature has a fixed shape corresponding to a multi-dimensional
 tensor.
 

optional .tensorflow.metadata.v0.FixedShape shape = 23;

Returns:

Whether the shape field is set.

getShape

FixedShape getShape()

 The feature has a fixed shape corresponding to a multi-dimensional
 tensor.
 

optional .tensorflow.metadata.v0.FixedShape shape = 23;

Returns:

The shape.

getShapeOrBuilder

FixedShapeOrBuilder getShapeOrBuilder()

 The feature has a fixed shape corresponding to a multi-dimensional
 tensor.
 

optional .tensorflow.metadata.v0.FixedShape shape = 23;

hasValueCount

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;

Returns:

Whether the valueCount field is set.

getValueCount

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;

Returns:

The valueCount.

getValueCountOrBuilder

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;

hasType

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;

Returns:

Whether the type field is set.

getType

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;

Returns:

The type.

hasDomain

boolean hasDomain()

 Reference to a domain defined at the schema level.
 

optional string domain = 7;

Returns:

Whether the domain field is set.

getDomain

String getDomain()

 Reference to a domain defined at the schema level.
 

optional string domain = 7;

Returns:

The domain.

getDomainBytes

com.google.protobuf.ByteString getDomainBytes()

 Reference to a domain defined at the schema level.
 

optional string domain = 7;

Returns:

The bytes for domain.

hasIntDomain

boolean hasIntDomain()

 Inline definitions of domains.
 

optional .tensorflow.metadata.v0.IntDomain int_domain = 9;

Returns:

Whether the intDomain field is set.

getIntDomain

IntDomain getIntDomain()

 Inline definitions of domains.
 

optional .tensorflow.metadata.v0.IntDomain int_domain = 9;

Returns:

The intDomain.

getIntDomainOrBuilder

IntDomainOrBuilder getIntDomainOrBuilder()

 Inline definitions of domains.
 

optional .tensorflow.metadata.v0.IntDomain int_domain = 9;

hasFloatDomain

boolean hasFloatDomain()

optional .tensorflow.metadata.v0.FloatDomain float_domain = 10;

Returns:

Whether the floatDomain field is set.

getFloatDomain

FloatDomain getFloatDomain()

optional .tensorflow.metadata.v0.FloatDomain float_domain = 10;

Returns:

The floatDomain.

getFloatDomainOrBuilder

FloatDomainOrBuilder getFloatDomainOrBuilder()

optional .tensorflow.metadata.v0.FloatDomain float_domain = 10;

hasStringDomain

boolean hasStringDomain()

optional .tensorflow.metadata.v0.StringDomain string_domain = 11;

Returns:

Whether the stringDomain field is set.

getStringDomain

StringDomain getStringDomain()

optional .tensorflow.metadata.v0.StringDomain string_domain = 11;

Returns:

The stringDomain.

getStringDomainOrBuilder

StringDomainOrBuilder getStringDomainOrBuilder()

optional .tensorflow.metadata.v0.StringDomain string_domain = 11;

hasBoolDomain

boolean hasBoolDomain()

optional .tensorflow.metadata.v0.BoolDomain bool_domain = 13;

Returns:

Whether the boolDomain field is set.

getBoolDomain

BoolDomain getBoolDomain()

optional .tensorflow.metadata.v0.BoolDomain bool_domain = 13;

Returns:

The boolDomain.

getBoolDomainOrBuilder

BoolDomainOrBuilder getBoolDomainOrBuilder()

optional .tensorflow.metadata.v0.BoolDomain bool_domain = 13;

hasStructDomain

boolean hasStructDomain()

optional .tensorflow.metadata.v0.StructDomain struct_domain = 29;

Returns:

Whether the structDomain field is set.

getStructDomain

StructDomain getStructDomain()

optional .tensorflow.metadata.v0.StructDomain struct_domain = 29;

Returns:

The structDomain.

getStructDomainOrBuilder

StructDomainOrBuilder getStructDomainOrBuilder()

optional .tensorflow.metadata.v0.StructDomain struct_domain = 29;

hasNaturalLanguageDomain

boolean hasNaturalLanguageDomain()

 Supported semantic domains.
 

optional .tensorflow.metadata.v0.NaturalLanguageDomain natural_language_domain = 24;

Returns:

Whether the naturalLanguageDomain field is set.

getNaturalLanguageDomain

NaturalLanguageDomain getNaturalLanguageDomain()

 Supported semantic domains.
 

optional .tensorflow.metadata.v0.NaturalLanguageDomain natural_language_domain = 24;

Returns:

The naturalLanguageDomain.

getNaturalLanguageDomainOrBuilder

NaturalLanguageDomainOrBuilder getNaturalLanguageDomainOrBuilder()

 Supported semantic domains.
 

optional .tensorflow.metadata.v0.NaturalLanguageDomain natural_language_domain = 24;

hasImageDomain

boolean hasImageDomain()

optional .tensorflow.metadata.v0.ImageDomain image_domain = 25;

Returns:

Whether the imageDomain field is set.

getImageDomain

ImageDomain getImageDomain()

optional .tensorflow.metadata.v0.ImageDomain image_domain = 25;

Returns:

The imageDomain.

getImageDomainOrBuilder

ImageDomainOrBuilder getImageDomainOrBuilder()

optional .tensorflow.metadata.v0.ImageDomain image_domain = 25;

hasMidDomain

boolean hasMidDomain()

optional .tensorflow.metadata.v0.MIDDomain mid_domain = 26;

Returns:

Whether the midDomain field is set.

getMidDomain

MIDDomain getMidDomain()

optional .tensorflow.metadata.v0.MIDDomain mid_domain = 26;

Returns:

The midDomain.

getMidDomainOrBuilder

MIDDomainOrBuilder getMidDomainOrBuilder()

optional .tensorflow.metadata.v0.MIDDomain mid_domain = 26;

hasUrlDomain

boolean hasUrlDomain()

optional .tensorflow.metadata.v0.URLDomain url_domain = 27;

Returns:

Whether the urlDomain field is set.

getUrlDomain

URLDomain getUrlDomain()

optional .tensorflow.metadata.v0.URLDomain url_domain = 27;

Returns:

The urlDomain.

getUrlDomainOrBuilder

URLDomainOrBuilder getUrlDomainOrBuilder()

optional .tensorflow.metadata.v0.URLDomain url_domain = 27;

hasTimeDomain

boolean hasTimeDomain()

optional .tensorflow.metadata.v0.TimeDomain time_domain = 28;

Returns:

Whether the timeDomain field is set.

getTimeDomain

TimeDomain getTimeDomain()

optional .tensorflow.metadata.v0.TimeDomain time_domain = 28;

Returns:

The timeDomain.

getTimeDomainOrBuilder

TimeDomainOrBuilder getTimeDomainOrBuilder()

optional .tensorflow.metadata.v0.TimeDomain time_domain = 28;

hasTimeOfDayDomain

boolean hasTimeOfDayDomain()

optional .tensorflow.metadata.v0.TimeOfDayDomain time_of_day_domain = 30;

Returns:

Whether the timeOfDayDomain field is set.

getTimeOfDayDomain

TimeOfDayDomain getTimeOfDayDomain()

optional .tensorflow.metadata.v0.TimeOfDayDomain time_of_day_domain = 30;

Returns:

The timeOfDayDomain.

getTimeOfDayDomainOrBuilder

TimeOfDayDomainOrBuilder getTimeOfDayDomainOrBuilder()

optional .tensorflow.metadata.v0.TimeOfDayDomain time_of_day_domain = 30;

hasDistributionConstraints

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;

Returns:

Whether the distributionConstraints field is set.

getDistributionConstraints

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;

Returns:

The distributionConstraints.

getDistributionConstraintsOrBuilder

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;

hasAnnotation

boolean hasAnnotation()

 Additional information about the feature for documentation purpose.
 

optional .tensorflow.metadata.v0.Annotation annotation = 16;

Returns:

Whether the annotation field is set.

getAnnotation

Annotation getAnnotation()

 Additional information about the feature for documentation purpose.
 

optional .tensorflow.metadata.v0.Annotation annotation = 16;

Returns:

The annotation.

getAnnotationOrBuilder

AnnotationOrBuilder getAnnotationOrBuilder()

 Additional information about the feature for documentation purpose.
 

optional .tensorflow.metadata.v0.Annotation annotation = 16;

hasSkewComparator

boolean hasSkewComparator()

 Tests comparing the distribution to the associated serving data.
 

optional .tensorflow.metadata.v0.FeatureComparator skew_comparator = 18;

Returns:

Whether the skewComparator field is set.

getSkewComparator

FeatureComparator getSkewComparator()

 Tests comparing the distribution to the associated serving data.
 

optional .tensorflow.metadata.v0.FeatureComparator skew_comparator = 18;

Returns:

The skewComparator.

getSkewComparatorOrBuilder

FeatureComparatorOrBuilder getSkewComparatorOrBuilder()

 Tests comparing the distribution to the associated serving data.
 

optional .tensorflow.metadata.v0.FeatureComparator skew_comparator = 18;

hasDriftComparator

boolean hasDriftComparator()

 Tests comparing the distribution between two consecutive spans (e.g. days).
 

optional .tensorflow.metadata.v0.FeatureComparator drift_comparator = 21;

Returns:

Whether the driftComparator field is set.

getDriftComparator

FeatureComparator getDriftComparator()

 Tests comparing the distribution between two consecutive spans (e.g. days).
 

optional .tensorflow.metadata.v0.FeatureComparator drift_comparator = 21;

Returns:

The driftComparator.

getDriftComparatorOrBuilder

FeatureComparatorOrBuilder getDriftComparatorOrBuilder()

 Tests comparing the distribution between two consecutive spans (e.g. days).
 

optional .tensorflow.metadata.v0.FeatureComparator drift_comparator = 21;

getInEnvironmentList

List<String> 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;

Returns:

A list containing the inEnvironment.

getInEnvironmentCount

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;

Returns:

The count of inEnvironment.

getInEnvironment

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;

Parameters:

index - The index of the element to return.

Returns:

The inEnvironment at the given index.

getInEnvironmentBytes

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;

Parameters:

index - The index of the value to return.

Returns:

The bytes of the inEnvironment at the given index.

getNotInEnvironmentList

List<String> 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;

Returns:

A list containing the notInEnvironment.

getNotInEnvironmentCount

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;

Returns:

The count of notInEnvironment.

getNotInEnvironment

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;

Parameters:

index - The index of the element to return.

Returns:

The notInEnvironment at the given index.

getNotInEnvironmentBytes

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;

Parameters:

index - The index of the value to return.

Returns:

The bytes of the notInEnvironment at the given index.

hasLifecycleStage

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;

Returns:

Whether the lifecycleStage field is set.

getLifecycleStage

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;

Returns:

The lifecycleStage.

getPresenceConstraintsCase

Feature.PresenceConstraintsCase getPresenceConstraintsCase()

getShapeTypeCase

Feature.ShapeTypeCase getShapeTypeCase()

getDomainInfoCase

Feature.DomainInfoCase getDomainInfoCase()