public static final class FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder extends GeneratedMessage.Builder<FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder> 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
java.lang.Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessage.Builder > FeaturestoreMonitoringConfig.SnapshotAnalysis.BuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
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| Type | Description |
Descriptor |
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Methods
build()
public FeaturestoreMonitoringConfig.SnapshotAnalysis build()| Returns | |
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| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
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buildPartial()
public FeaturestoreMonitoringConfig.SnapshotAnalysis buildPartial()| Returns | |
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| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
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clear()
public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder clear()| Returns | |
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| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
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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. |
clearMonitoringIntervalDays()
public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder clearMonitoringIntervalDays()Configuration of the snapshot analysis based monitoring pipeline running interval. The value indicates number of days.
int32 monitoring_interval_days = 3;
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
This builder for chaining. |
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. |
getDefaultInstanceForType()
public FeaturestoreMonitoringConfig.SnapshotAnalysis getDefaultInstanceForType()| Returns | |
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| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
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getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
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. |
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. |
internalGetFieldAccessorTable()
protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
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isInitialized()
public final boolean isInitialized()| Returns | |
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| Type | Description |
boolean |
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mergeFrom(FeaturestoreMonitoringConfig.SnapshotAnalysis other)
public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder mergeFrom(FeaturestoreMonitoringConfig.SnapshotAnalysis other)| Parameter | |
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| Name | Description |
other |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
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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 |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
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mergeFrom(Message other)
public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder mergeFrom(Message other)| Parameter | |
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| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
|
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 |
booleanThe disabled to set. |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
This builder for chaining. |
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.
int32 monitoring_interval_days = 3;
| Parameter | |
|---|---|
| Name | Description |
value |
intThe monitoringIntervalDays to set. |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
This builder for chaining. |
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 |
intThe stalenessDays to set. |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder |
This builder for chaining. |