Class FeaturestoreMonitoringConfig.SnapshotAnalysis (3.13.0)

public static final class FeaturestoreMonitoringConfig.SnapshotAnalysis extends GeneratedMessageV3 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<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > FeaturestoreMonitoringConfig.SnapshotAnalysis

Implements

FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

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

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

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

DISABLED_FIELD_NUMBER

public static final int DISABLED_FIELD_NUMBER

Field Value

Type	Description
`int`

MONITORING_INTERVAL_DAYS_FIELD_NUMBER

public static final int MONITORING_INTERVAL_DAYS_FIELD_NUMBER

Field Value

Type	Description
`int`

MONITORING_INTERVAL_FIELD_NUMBER

public static final int MONITORING_INTERVAL_FIELD_NUMBER

Field Value

Type	Description
`int`

STALENESS_DAYS_FIELD_NUMBER

public static final int STALENESS_DAYS_FIELD_NUMBER

Field Value

Type	Description
`int`

Static Methods

getDefaultInstance()

public static FeaturestoreMonitoringConfig.SnapshotAnalysis getDefaultInstance()

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
`Descriptor`

newBuilder()

public static FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder newBuilder()

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder`

newBuilder(FeaturestoreMonitoringConfig.SnapshotAnalysis prototype)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder newBuilder(FeaturestoreMonitoringConfig.SnapshotAnalysis prototype)

Parameter

Name	Description
`prototype`	`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder`

parseDelimitedFrom(InputStream input)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseDelimitedFrom(InputStream input)

Parameter

Name	Description
`input`	`InputStream`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`IOException`

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`IOException`

parseFrom(byte[] data)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(byte[] data)

Parameter

Name	Description
`data`	`byte[]`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`data`	`byte[]`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(ByteString data)

Parameter

Name	Description
`data`	`ByteString`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`data`	`ByteString`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(CodedInputStream input)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(CodedInputStream input)

Parameter

Name	Description
`input`	`CodedInputStream`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`IOException`

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`IOException`

parseFrom(InputStream input)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(InputStream input)

Parameter

Name	Description
`input`	`InputStream`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`IOException`

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`IOException`

parseFrom(ByteBuffer data)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(ByteBuffer data)

Parameter

Name	Description
`data`	`ByteBuffer`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`data`	`ByteBuffer`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parser()

public static Parser<FeaturestoreMonitoringConfig.SnapshotAnalysis> parser()

Returns

Type	Description
`Parser<SnapshotAnalysis>`

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter

Name	Description
`obj`	`Object`

Returns

Type	Description
`boolean`

Overrides

AbstractMessage.equals(Object other)

getDefaultInstanceForType()

public FeaturestoreMonitoringConfig.SnapshotAnalysis getDefaultInstanceForType()

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis`

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.

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`

getParserForType()

public Parser<FeaturestoreMonitoringConfig.SnapshotAnalysis> getParserForType()

Returns

Type	Description
`Parser<SnapshotAnalysis>`

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns

Type	Description
`int`

Overrides

GeneratedMessageV3.getSerializedSize()

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.

getUnknownFields()

public final UnknownFieldSet getUnknownFields()

Returns

Type	Description
`UnknownFieldSet`

Overrides

GeneratedMessageV3.getUnknownFields()

hasMonitoringInterval() (deprecated)

public boolean hasMonitoringInterval()

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.

hashCode()

public int hashCode()

Returns

Type	Description
`int`

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns

Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns

Type	Description
`boolean`

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder newBuilderForType()

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder`

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter

Name	Description
`parent`	`BuilderParent`

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder`

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter

Name	Description
`unused`	`UnusedPrivateParameter`

Returns

Type	Description
`Object`

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder toBuilder()

Returns

Type	Description
`FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder`

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter

Name	Description
`output`	`CodedOutputStream`

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions

Type	Description
`IOException`