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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.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > FeaturestoreMonitoringConfig.SnapshotAnalysisStatic Fields
DISABLED_FIELD_NUMBER
public static final int DISABLED_FIELD_NUMBER
Type | Description |
int |
MONITORING_INTERVAL_DAYS_FIELD_NUMBER
public static final int MONITORING_INTERVAL_DAYS_FIELD_NUMBER
Type | Description |
int |
STALENESS_DAYS_FIELD_NUMBER
public static final int STALENESS_DAYS_FIELD_NUMBER
Type | Description |
int |
Static Methods
getDefaultInstance()
public static FeaturestoreMonitoringConfig.SnapshotAnalysis getDefaultInstance()
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Type | Description |
Descriptor |
newBuilder()
public static FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder newBuilder()
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
newBuilder(FeaturestoreMonitoringConfig.SnapshotAnalysis prototype)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder newBuilder(FeaturestoreMonitoringConfig.SnapshotAnalysis prototype)
Name | Description |
prototype | FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
parseDelimitedFrom(InputStream input)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseDelimitedFrom(InputStream input)
Name | Description |
input | InputStream |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
IOException |
parseFrom(byte[] data)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(byte[] data)
Name | Description |
data | byte[] |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(ByteString data)
Name | Description |
data | ByteString |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(CodedInputStream input)
Name | Description |
input | CodedInputStream |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
IOException |
parseFrom(InputStream input)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(InputStream input)
Name | Description |
input | InputStream |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(ByteBuffer data)
Name | Description |
data | ByteBuffer |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.SnapshotAnalysis parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<FeaturestoreMonitoringConfig.SnapshotAnalysis> parser()
Type | Description |
Parser<SnapshotAnalysis> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Name | Description |
obj | Object |
Type | Description |
boolean |
getDefaultInstanceForType()
public FeaturestoreMonitoringConfig.SnapshotAnalysis getDefaultInstanceForType()
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;
Type | Description |
boolean | The disabled. |
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;
Type | Description |
int | The monitoringIntervalDays. |
getParserForType()
public Parser<FeaturestoreMonitoringConfig.SnapshotAnalysis> getParserForType()
Type | Description |
Parser<SnapshotAnalysis> |
getSerializedSize()
public int getSerializedSize()
Type | Description |
int |
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;
Type | Description |
int | The stalenessDays. |
getUnknownFields()
public final UnknownFieldSet getUnknownFields()
Type | Description |
UnknownFieldSet |
hashCode()
public int hashCode()
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Type | Description |
boolean |
newBuilderForType()
public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder newBuilderForType()
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Name | Description |
parent | BuilderParent |
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Name | Description |
unused | UnusedPrivateParameter |
Type | Description |
Object |
toBuilder()
public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder toBuilder()
Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Name | Description |
output | CodedOutputStream |
Type | Description |
IOException |