Interface protos.google.cloud.aiplatform.v1.IModelDeploymentMonitoringJob (1.16.0)

Properties of a ModelDeploymentMonitoringJob.

Package

@google-cloud/aiplatform

Properties

analysisInstanceSchemaUri

analysisInstanceSchemaUri?: (string|null);

ModelDeploymentMonitoringJob analysisInstanceSchemaUri

bigqueryTables

bigqueryTables?: (google.cloud.aiplatform.v1.IModelDeploymentMonitoringBigQueryTable[]|null);

ModelDeploymentMonitoringJob bigqueryTables

createTime

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

ModelDeploymentMonitoringJob createTime

displayName

displayName?: (string|null);

ModelDeploymentMonitoringJob displayName

enableMonitoringPipelineLogs

enableMonitoringPipelineLogs?: (boolean|null);

ModelDeploymentMonitoringJob enableMonitoringPipelineLogs

encryptionSpec

encryptionSpec?: (google.cloud.aiplatform.v1.IEncryptionSpec|null);

ModelDeploymentMonitoringJob encryptionSpec

endpoint

endpoint?: (string|null);

ModelDeploymentMonitoringJob endpoint

error

error?: (google.rpc.IStatus|null);

ModelDeploymentMonitoringJob error

labels

labels?: ({ [k: string]: string }|null);

ModelDeploymentMonitoringJob labels

loggingSamplingStrategy

loggingSamplingStrategy?: (google.cloud.aiplatform.v1.ISamplingStrategy|null);

ModelDeploymentMonitoringJob loggingSamplingStrategy

logTtl

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

ModelDeploymentMonitoringJob logTtl

modelDeploymentMonitoringObjectiveConfigs

modelDeploymentMonitoringObjectiveConfigs?: (google.cloud.aiplatform.v1.IModelDeploymentMonitoringObjectiveConfig[]|null);

ModelDeploymentMonitoringJob modelDeploymentMonitoringObjectiveConfigs

modelDeploymentMonitoringScheduleConfig

modelDeploymentMonitoringScheduleConfig?: (google.cloud.aiplatform.v1.IModelDeploymentMonitoringScheduleConfig|null);

ModelDeploymentMonitoringJob modelDeploymentMonitoringScheduleConfig

modelMonitoringAlertConfig

modelMonitoringAlertConfig?: (google.cloud.aiplatform.v1.IModelMonitoringAlertConfig|null);

ModelDeploymentMonitoringJob modelMonitoringAlertConfig

name

name?: (string|null);

ModelDeploymentMonitoringJob name

nextScheduleTime

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

ModelDeploymentMonitoringJob nextScheduleTime

predictInstanceSchemaUri

predictInstanceSchemaUri?: (string|null);

ModelDeploymentMonitoringJob predictInstanceSchemaUri

samplePredictInstance

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

ModelDeploymentMonitoringJob samplePredictInstance

scheduleState

scheduleState?: (google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.MonitoringScheduleState|keyof typeof google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.MonitoringScheduleState|null);

ModelDeploymentMonitoringJob scheduleState

state

state?: (google.cloud.aiplatform.v1.JobState|keyof typeof google.cloud.aiplatform.v1.JobState|null);

ModelDeploymentMonitoringJob state

statsAnomaliesBaseDirectory

statsAnomaliesBaseDirectory?: (google.cloud.aiplatform.v1.IGcsDestination|null);

ModelDeploymentMonitoringJob statsAnomaliesBaseDirectory

updateTime

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

ModelDeploymentMonitoringJob updateTime