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Class protos.google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob (1.7.2)

Represents a ModelDeploymentMonitoringJob.

Package

@google-cloud/aiplatform!

Constructors

(constructor)(properties)

constructor(properties?: google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringJob);

Constructs a new ModelDeploymentMonitoringJob.

Parameter

Name	Description
properties	`IModelDeploymentMonitoringJob` Properties to set

Properties

analysisInstanceSchemaUri

public analysisInstanceSchemaUri: string;

ModelDeploymentMonitoringJob analysisInstanceSchemaUri.

Property Value

Type	Description
string

bigqueryTables

public bigqueryTables: google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringBigQueryTable[];

ModelDeploymentMonitoringJob bigqueryTables.

Property Value

Type	Description
google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringBigQueryTable[]

createTime

public createTime?: (google.protobuf.ITimestamp|null);

ModelDeploymentMonitoringJob createTime.

Property Value

Type	Description
(google.protobuf.ITimestamp\|null)

displayName

public displayName: string;

ModelDeploymentMonitoringJob displayName.

Property Value

Type	Description
string

endpoint

public endpoint: string;

ModelDeploymentMonitoringJob endpoint.

Property Value

Type	Description
string

labels

public labels: { [k: string]: string };

ModelDeploymentMonitoringJob labels.

Property Value

Type	Description
{ [k: string]: string }

loggingSamplingStrategy

public loggingSamplingStrategy?: (google.cloud.aiplatform.v1beta1.ISamplingStrategy|null);

ModelDeploymentMonitoringJob loggingSamplingStrategy.

Property Value

Type	Description
(google.cloud.aiplatform.v1beta1.ISamplingStrategy\|null)

logTtl

public logTtl?: (google.protobuf.IDuration|null);

ModelDeploymentMonitoringJob logTtl.

Property Value

Type	Description
(google.protobuf.IDuration\|null)

modelDeploymentMonitoringObjectiveConfigs

public modelDeploymentMonitoringObjectiveConfigs: google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringObjectiveConfig[];

ModelDeploymentMonitoringJob modelDeploymentMonitoringObjectiveConfigs.

Property Value

Type	Description
google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringObjectiveConfig[]

modelDeploymentMonitoringScheduleConfig

public modelDeploymentMonitoringScheduleConfig?: (google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringScheduleConfig|null);

ModelDeploymentMonitoringJob modelDeploymentMonitoringScheduleConfig.

Property Value

Type	Description
(google.cloud.aiplatform.v1beta1.IModelDeploymentMonitoringScheduleConfig\|null)

modelMonitoringAlertConfig

public modelMonitoringAlertConfig?: (google.cloud.aiplatform.v1beta1.IModelMonitoringAlertConfig|null);

ModelDeploymentMonitoringJob modelMonitoringAlertConfig.

Property Value

Type	Description
(google.cloud.aiplatform.v1beta1.IModelMonitoringAlertConfig\|null)

name

public name: string;

ModelDeploymentMonitoringJob name.

Property Value

Type	Description
string

nextScheduleTime

public nextScheduleTime?: (google.protobuf.ITimestamp|null);

ModelDeploymentMonitoringJob nextScheduleTime.

Property Value

Type	Description
(google.protobuf.ITimestamp\|null)

predictInstanceSchemaUri

public predictInstanceSchemaUri: string;

ModelDeploymentMonitoringJob predictInstanceSchemaUri.

Property Value

Type	Description
string

samplePredictInstance

public samplePredictInstance?: (google.protobuf.IValue|null);

ModelDeploymentMonitoringJob samplePredictInstance.

Property Value

Type	Description
(google.protobuf.IValue\|null)

scheduleState

public scheduleState: (google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.MonitoringScheduleState|keyof typeof google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.MonitoringScheduleState);

ModelDeploymentMonitoringJob scheduleState.

Property Value

Type	Description
(google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.MonitoringScheduleState\|keyof typeof google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.MonitoringScheduleState)

state

public state: (google.cloud.aiplatform.v1beta1.JobState|keyof typeof google.cloud.aiplatform.v1beta1.JobState);

ModelDeploymentMonitoringJob state.

Property Value

Type	Description
(google.cloud.aiplatform.v1beta1.JobState\|keyof typeof google.cloud.aiplatform.v1beta1.JobState)

statsAnomaliesBaseDirectory

public statsAnomaliesBaseDirectory?: (google.cloud.aiplatform.v1beta1.IGcsDestination|null);

ModelDeploymentMonitoringJob statsAnomaliesBaseDirectory.

Property Value

Type	Description
(google.cloud.aiplatform.v1beta1.IGcsDestination\|null)

updateTime

public updateTime?: (google.protobuf.ITimestamp|null);

ModelDeploymentMonitoringJob updateTime.

Property Value

Type	Description
(google.protobuf.ITimestamp\|null)

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.

Parameter

Name	Description
properties	`IModelDeploymentMonitoringJob` Properties to set

Returns

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.

Parameters

Name	Description
reader	`($protobuf.Reader\|Uint8Array)` Reader or buffer to decode from
length	`number` Message length if known beforehand

Returns

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.

Parameter

Name	Description
reader	`($protobuf.Reader\|Uint8Array)` Reader or buffer to decode from

Returns

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.

Parameters

Name	Description
message	`IModelDeploymentMonitoringJob` ModelDeploymentMonitoringJob message or plain object to encode
writer	`$protobuf.Writer` Writer to encode to

Returns

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.

Parameters

Name	Description
message	`IModelDeploymentMonitoringJob` ModelDeploymentMonitoringJob message or plain object to encode
writer	`$protobuf.Writer` Writer to encode to

Returns

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.

Parameter

Name	Description
object	`{ [k: string]: any }` Plain object

Returns

Type	Description
google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob	ModelDeploymentMonitoringJob

toJSON()

public toJSON(): { [k: string]: any };

Converts this ModelDeploymentMonitoringJob to JSON.

Returns

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.

Parameters

Name	Description
message	`google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob` ModelDeploymentMonitoringJob
options	`$protobuf.IConversionOptions` Conversion options

Returns

Type	Description
{ [k: string]: any }	Plain object

verify(message)

public static verify(message: { [k: string]: any }): (string|null);

Verifies a ModelDeploymentMonitoringJob message.

Parameter

Name	Description
message	`{ [k: string]: any }` Plain object to verify

Returns

Type	Description
(string\|null)	`null` if valid, otherwise the reason why it is not