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public static final class FeaturestoreMonitoringConfig.SnapshotAnalysis extends GeneratedMessageV3 implements FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilderConfiguration 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| Field Value | |
|---|---|
| Type | Description |
int |
|
MONITORING_INTERVAL_DAYS_FIELD_NUMBER
public static final int MONITORING_INTERVAL_DAYS_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 |
|
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. |
getMonitoringIntervalDays()
public int getMonitoringIntervalDays()Configuration of the snapshot analysis based monitoring pipeline running interval. The value indicates number of days.
int32 monitoring_interval_days = 3;
| Returns | |
|---|---|
| Type | Description |
int |
The monitoringIntervalDays. |
getParserForType()
public Parser<FeaturestoreMonitoringConfig.SnapshotAnalysis> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<SnapshotAnalysis> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| 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;
| Returns | |
|---|---|
| Type | Description |
int |
The stalenessDays. |
hashCode()
public int hashCode()| Returns | |
|---|---|
| Type | Description |
int |
|
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
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 |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
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 |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|