Class FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder (3.6.0)

Version 3.6.0

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public static final class FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder extends GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder> implements FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder

Configuration of the Featurestore's Snapshot Analysis Based Monitoring. This type of analysis generates statistics for each Feature based on a snapshot of the latest feature value of each entities every monitoring_interval.

Protobuf type google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Implements

FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessageV3.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.clear()

GeneratedMessageV3.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.clone()

GeneratedMessageV3.Builder.getAllFields()

GeneratedMessageV3.Builder.getDescriptorForType()

GeneratedMessageV3.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.getParentForChildren()

GeneratedMessageV3.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessageV3.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessageV3.Builder.setUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.setUnknownFieldsProto3(UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
Descriptor

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters

Name	Description
field	FieldDescriptor
value	Object

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.addRepeatedField(Descriptors.FieldDescriptor field, Object value)

build()

public FeaturestoreMonitoringConfig.SnapshotAnalysis build()

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis

buildPartial()

public FeaturestoreMonitoringConfig.SnapshotAnalysis buildPartial()

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis

clear()

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder clear()

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearDisabled()

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder clearDisabled()

The monitoring schedule for snapshot analysis. For EntityType-level config: unset / disabled = true indicates disabled by default for Features under it; otherwise by default enable snapshot analysis monitoring with monitoring_interval for Features under it. Feature-level config: disabled = true indicates disabled regardless of the EntityType-level config; unset monitoring_interval indicates going with EntityType-level config; otherwise run snapshot analysis monitoring with monitoring_interval regardless of the EntityType-level config. Explicitly Disable the snapshot analysis based monitoring.

bool disabled = 1;

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder	This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder clearField(Descriptors.FieldDescriptor field)

Parameter

Name	Description
field	FieldDescriptor

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearField(Descriptors.FieldDescriptor field)

clearMonitoringInterval()

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder clearMonitoringInterval()

Configuration of the snapshot analysis based monitoring pipeline running interval. The value is rolled up to full day.

.google.protobuf.Duration monitoring_interval = 2 [deprecated = true];

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

clearMonitoringIntervalDays()

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder clearMonitoringIntervalDays()

Configuration of the snapshot analysis based monitoring pipeline running interval. The value indicates number of days. If both FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days and FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval are set when creating/updating EntityTypes/Features, FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days will be used.

int32 monitoring_interval_days = 3;

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder	This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter

Name	Description
oneof	OneofDescriptor

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearOneof(Descriptors.OneofDescriptor oneof)

clearStalenessDays()

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder clearStalenessDays()

Customized export features time window for snapshot analysis. Unit is one day. Default value is 3 weeks. Minimum value is 1 day. Maximum value is 4000 days.

int32 staleness_days = 4;

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder	This builder for chaining.

clone()

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder clone()

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getDefaultInstanceForType()

public FeaturestoreMonitoringConfig.SnapshotAnalysis getDefaultInstanceForType()

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns

Type	Description
Descriptor

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getDisabled()

public boolean getDisabled()

The monitoring schedule for snapshot analysis. For EntityType-level config: unset / disabled = true indicates disabled by default for Features under it; otherwise by default enable snapshot analysis monitoring with monitoring_interval for Features under it. Feature-level config: disabled = true indicates disabled regardless of the EntityType-level config; unset monitoring_interval indicates going with EntityType-level config; otherwise run snapshot analysis monitoring with monitoring_interval regardless of the EntityType-level config. Explicitly Disable the snapshot analysis based monitoring.

bool disabled = 1;

Returns

Type	Description
boolean	The disabled.

getMonitoringInterval() (deprecated)

public Duration getMonitoringInterval()

Deprecated. google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval is deprecated. See google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto;l=50

Configuration of the snapshot analysis based monitoring pipeline running interval. The value is rolled up to full day.

.google.protobuf.Duration monitoring_interval = 2 [deprecated = true];

Returns

Type	Description
Duration	The monitoringInterval.

getMonitoringIntervalBuilder()

public Duration.Builder getMonitoringIntervalBuilder()

Configuration of the snapshot analysis based monitoring pipeline running interval. The value is rolled up to full day.

.google.protobuf.Duration monitoring_interval = 2 [deprecated = true];

Returns

Type	Description
Builder

getMonitoringIntervalDays()

public int getMonitoringIntervalDays()

Configuration of the snapshot analysis based monitoring pipeline running interval. The value indicates number of days. If both FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days and FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval are set when creating/updating EntityTypes/Features, FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days will be used.

int32 monitoring_interval_days = 3;

Returns

Type	Description
int	The monitoringIntervalDays.

getMonitoringIntervalOrBuilder()

public DurationOrBuilder getMonitoringIntervalOrBuilder()

Configuration of the snapshot analysis based monitoring pipeline running interval. The value is rolled up to full day.

.google.protobuf.Duration monitoring_interval = 2 [deprecated = true];

Returns

Type	Description
DurationOrBuilder

getStalenessDays()

public int getStalenessDays()

Customized export features time window for snapshot analysis. Unit is one day. Default value is 3 weeks. Minimum value is 1 day. Maximum value is 4000 days.

int32 staleness_days = 4;

Returns

Type	Description
int	The stalenessDays.

hasMonitoringInterval() (deprecated)

public boolean hasMonitoringInterval()

Deprecated. google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval is deprecated. See google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto;l=50

Configuration of the snapshot analysis based monitoring pipeline running interval. The value is rolled up to full day.

.google.protobuf.Duration monitoring_interval = 2 [deprecated = true];

Returns

Type	Description
boolean	Whether the monitoringInterval field is set.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns

Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns

Type	Description
boolean

Overrides

GeneratedMessageV3.Builder<BuilderType>.isInitialized()

mergeFrom(FeaturestoreMonitoringConfig.SnapshotAnalysis other)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder mergeFrom(FeaturestoreMonitoringConfig.SnapshotAnalysis other)

Parameter

Name	Description
other	FeaturestoreMonitoringConfig.SnapshotAnalysis

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions

Type	Description
IOException

mergeFrom(Message other)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder mergeFrom(Message other)

Parameter

Name	Description
other	Message

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

mergeMonitoringInterval(Duration value)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder mergeMonitoringInterval(Duration value)

Configuration of the snapshot analysis based monitoring pipeline running interval. The value is rolled up to full day.

.google.protobuf.Duration monitoring_interval = 2 [deprecated = true];

Parameter

Name	Description
value	Duration

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

mergeUnknownFields(UnknownFieldSet unknownFields)

public final FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter

Name	Description
unknownFields	UnknownFieldSet

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.mergeUnknownFields(UnknownFieldSet unknownFields)

setDisabled(boolean value)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder setDisabled(boolean value)

The monitoring schedule for snapshot analysis. For EntityType-level config: unset / disabled = true indicates disabled by default for Features under it; otherwise by default enable snapshot analysis monitoring with monitoring_interval for Features under it. Feature-level config: disabled = true indicates disabled regardless of the EntityType-level config; unset monitoring_interval indicates going with EntityType-level config; otherwise run snapshot analysis monitoring with monitoring_interval regardless of the EntityType-level config. Explicitly Disable the snapshot analysis based monitoring.

bool disabled = 1;

Parameter

Name	Description
value	boolean The disabled to set.

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder	This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters

Name	Description
field	FieldDescriptor
value	Object

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setField(Descriptors.FieldDescriptor field, Object value)

setMonitoringInterval(Duration value)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder setMonitoringInterval(Duration value)

Configuration of the snapshot analysis based monitoring pipeline running interval. The value is rolled up to full day.

.google.protobuf.Duration monitoring_interval = 2 [deprecated = true];

Parameter

Name	Description
value	Duration

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

setMonitoringInterval(Duration.Builder builderForValue)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder setMonitoringInterval(Duration.Builder builderForValue)

Configuration of the snapshot analysis based monitoring pipeline running interval. The value is rolled up to full day.

.google.protobuf.Duration monitoring_interval = 2 [deprecated = true];

Parameter

Name	Description
builderForValue	Builder

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

setMonitoringIntervalDays(int value)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder setMonitoringIntervalDays(int value)

Configuration of the snapshot analysis based monitoring pipeline running interval. The value indicates number of days. If both FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days and FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval are set when creating/updating EntityTypes/Features, FeaturestoreMonitoringConfig.SnapshotAnalysis.monitoring_interval_days will be used.

int32 monitoring_interval_days = 3;

Parameter

Name	Description
value	int The monitoringIntervalDays to set.

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder	This builder for chaining.

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters

Name	Description
field	FieldDescriptor
index	int
value	Object

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setStalenessDays(int value)

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder setStalenessDays(int value)

Customized export features time window for snapshot analysis. Unit is one day. Default value is 3 weeks. Minimum value is 1 day. Maximum value is 4000 days.

int32 staleness_days = 4;

Parameter

Name	Description
value	int The stalenessDays to set.

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder	This builder for chaining.

setUnknownFields(UnknownFieldSet unknownFields)

public final FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter

Name	Description
unknownFields	UnknownFieldSet

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setUnknownFields(UnknownFieldSet unknownFields)