Represents a ModelDeploymentMonitoringJob.
Package
@google-cloud/aiplatformConstructors
(constructor)(properties)
constructor(properties?: google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringJob);
Constructs a new ModelDeploymentMonitoringJob.
Name | Description |
properties |
IModelDeploymentMonitoringJob
Properties to set |
Properties
analysisInstanceSchemaUri
public analysisInstanceSchemaUri: string;
ModelDeploymentMonitoringJob analysisInstanceSchemaUri.
bigqueryTables
public bigqueryTables: google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringBigQueryTable[];
ModelDeploymentMonitoringJob bigqueryTables.
createTime
public createTime?: (google.protobuf.ITimestamp|null);
ModelDeploymentMonitoringJob createTime.
displayName
public displayName: string;
ModelDeploymentMonitoringJob displayName.
enableMonitoringPipelineLogs
public enableMonitoringPipelineLogs: boolean;
ModelDeploymentMonitoringJob enableMonitoringPipelineLogs.
encryptionSpec
public encryptionSpec?: (google.cloud.aiplatform.v1beta1.IEncryptionSpec|null);
ModelDeploymentMonitoringJob encryptionSpec.
endpoint
public endpoint: string;
ModelDeploymentMonitoringJob endpoint.
error
public error?: (google.rpc.IStatus|null);
ModelDeploymentMonitoringJob error.
labels
public labels: { [k: string]: string };
ModelDeploymentMonitoringJob labels.
latestMonitoringPipelineMetadata
public latestMonitoringPipelineMetadata?: (google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.ILatestMonitoringPipelineMetadata|null);
ModelDeploymentMonitoringJob latestMonitoringPipelineMetadata.
loggingSamplingStrategy
public loggingSamplingStrategy?: (google.cloud.aiplatform.v1beta1.ISamplingStrategy|null);
ModelDeploymentMonitoringJob loggingSamplingStrategy.
logTtl
public logTtl?: (google.protobuf.IDuration|null);
ModelDeploymentMonitoringJob logTtl.
modelDeploymentMonitoringObjectiveConfigs
public modelDeploymentMonitoringObjectiveConfigs: google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringObjectiveConfig[];
ModelDeploymentMonitoringJob modelDeploymentMonitoringObjectiveConfigs.
modelDeploymentMonitoringScheduleConfig
public modelDeploymentMonitoringScheduleConfig?: (google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringScheduleConfig|null);
ModelDeploymentMonitoringJob modelDeploymentMonitoringScheduleConfig.
modelMonitoringAlertConfig
public modelMonitoringAlertConfig?: (google.cloud.aiplatform.v1beta1.IModelMonitoringAlertConfig|null);
ModelDeploymentMonitoringJob modelMonitoringAlertConfig.
name
public name: string;
ModelDeploymentMonitoringJob name.
nextScheduleTime
public nextScheduleTime?: (google.protobuf.ITimestamp|null);
ModelDeploymentMonitoringJob nextScheduleTime.
predictInstanceSchemaUri
public predictInstanceSchemaUri: string;
ModelDeploymentMonitoringJob predictInstanceSchemaUri.
samplePredictInstance
public samplePredictInstance?: (google.protobuf.IValue|null);
ModelDeploymentMonitoringJob samplePredictInstance.
scheduleState
public scheduleState: (google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.MonitoringScheduleState|keyof typeof google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.MonitoringScheduleState);
ModelDeploymentMonitoringJob scheduleState.
state
public state: (google.cloud.aiplatform.v1beta1.JobState|keyof typeof google.cloud.aiplatform.v1beta1.JobState);
ModelDeploymentMonitoringJob state.
statsAnomaliesBaseDirectory
public statsAnomaliesBaseDirectory?: (google.cloud.aiplatform.v1beta1.IGcsDestination|null);
ModelDeploymentMonitoringJob statsAnomaliesBaseDirectory.
updateTime
public updateTime?: (google.protobuf.ITimestamp|null);
ModelDeploymentMonitoringJob updateTime.
Methods
create(properties)
public static create(properties?: google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringJob): google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob;
Creates a new ModelDeploymentMonitoringJob instance using the specified properties.
Name | Description |
properties |
IModelDeploymentMonitoringJob
Properties to set |
Type | Description |
google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob | ModelDeploymentMonitoringJob instance |
decode(reader, length)
public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob;
Decodes a ModelDeploymentMonitoringJob message from the specified reader or buffer.
Name | Description |
reader |
($protobuf.Reader|Uint8Array)
Reader or buffer to decode from |
length |
number
Message length if known beforehand |
Type | Description |
google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob | ModelDeploymentMonitoringJob |
decodeDelimited(reader)
public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob;
Decodes a ModelDeploymentMonitoringJob message from the specified reader or buffer, length delimited.
Name | Description |
reader |
($protobuf.Reader|Uint8Array)
Reader or buffer to decode from |
Type | Description |
google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob | ModelDeploymentMonitoringJob |
encode(message, writer)
public static encode(message: google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringJob, writer?: $protobuf.Writer): $protobuf.Writer;
Encodes the specified ModelDeploymentMonitoringJob message. Does not implicitly messages.
Name | Description |
message |
IModelDeploymentMonitoringJob
ModelDeploymentMonitoringJob message or plain object to encode |
writer |
$protobuf.Writer
Writer to encode to |
Type | Description |
$protobuf.Writer | Writer |
encodeDelimited(message, writer)
public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringJob, writer?: $protobuf.Writer): $protobuf.Writer;
Encodes the specified ModelDeploymentMonitoringJob message, length delimited. Does not implicitly messages.
Name | Description |
message |
IModelDeploymentMonitoringJob
ModelDeploymentMonitoringJob message or plain object to encode |
writer |
$protobuf.Writer
Writer to encode to |
Type | Description |
$protobuf.Writer | Writer |
fromObject(object)
public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob;
Creates a ModelDeploymentMonitoringJob message from a plain object. Also converts values to their respective internal types.
Name | Description |
object |
{ [k: string]: any }
Plain object |
Type | Description |
google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob | ModelDeploymentMonitoringJob |
getTypeUrl(typeUrlPrefix)
public static getTypeUrl(typeUrlPrefix?: string): string;
Gets the default type url for ModelDeploymentMonitoringJob
Name | Description |
typeUrlPrefix |
string
your custom typeUrlPrefix(default "type.googleapis.com") |
Type | Description |
string | The default type url |
toJSON()
public toJSON(): { [k: string]: any };
Converts this ModelDeploymentMonitoringJob to JSON.
Type | Description |
{ [k: string]: any } | JSON object |
toObject(message, options)
public static toObject(message: google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob, options?: $protobuf.IConversionOptions): { [k: string]: any };
Creates a plain object from a ModelDeploymentMonitoringJob message. Also converts values to other types if specified.
Name | Description |
message |
google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob
ModelDeploymentMonitoringJob |
options |
$protobuf.IConversionOptions
Conversion options |
Type | Description |
{ [k: string]: any } | Plain object |
verify(message)
public static verify(message: { [k: string]: any }): (string|null);
Verifies a ModelDeploymentMonitoringJob message.
Name | Description |
message |
{ [k: string]: any }
Plain object to verify |
Type | Description |
(string|null) |
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