Represents a ModelDeploymentMonitoringJob.
Package
@google-cloud/aiplatformConstructors
(constructor)(properties)
constructor(properties?: google.cloud.aiplatform.v1.IModelDeploymentMonitoringJob);Constructs a new ModelDeploymentMonitoringJob.
| Parameter | |
|---|---|
| Name | Description |
properties |
IModelDeploymentMonitoringJob
Properties to set |
Properties
analysisInstanceSchemaUri
public analysisInstanceSchemaUri: string;ModelDeploymentMonitoringJob analysisInstanceSchemaUri.
bigqueryTables
public bigqueryTables: google.cloud.aiplatform.v1.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.v1.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.v1.ModelDeploymentMonitoringJob.ILatestMonitoringPipelineMetadata|null);ModelDeploymentMonitoringJob latestMonitoringPipelineMetadata.
loggingSamplingStrategy
public loggingSamplingStrategy?: (google.cloud.aiplatform.v1.ISamplingStrategy|null);ModelDeploymentMonitoringJob loggingSamplingStrategy.
logTtl
public logTtl?: (google.protobuf.IDuration|null);ModelDeploymentMonitoringJob logTtl.
modelDeploymentMonitoringObjectiveConfigs
public modelDeploymentMonitoringObjectiveConfigs: google.cloud.aiplatform.v1.IModelDeploymentMonitoringObjectiveConfig[];ModelDeploymentMonitoringJob modelDeploymentMonitoringObjectiveConfigs.
modelDeploymentMonitoringScheduleConfig
public modelDeploymentMonitoringScheduleConfig?: (google.cloud.aiplatform.v1.IModelDeploymentMonitoringScheduleConfig|null);ModelDeploymentMonitoringJob modelDeploymentMonitoringScheduleConfig.
modelMonitoringAlertConfig
public modelMonitoringAlertConfig?: (google.cloud.aiplatform.v1.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.v1.ModelDeploymentMonitoringJob.MonitoringScheduleState|keyof typeof google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.MonitoringScheduleState);ModelDeploymentMonitoringJob scheduleState.
state
public state: (google.cloud.aiplatform.v1.JobState|keyof typeof google.cloud.aiplatform.v1.JobState);ModelDeploymentMonitoringJob state.
statsAnomaliesBaseDirectory
public statsAnomaliesBaseDirectory?: (google.cloud.aiplatform.v1.IGcsDestination|null);ModelDeploymentMonitoringJob statsAnomaliesBaseDirectory.
updateTime
public updateTime?: (google.protobuf.ITimestamp|null);ModelDeploymentMonitoringJob updateTime.
Methods
create(properties)
public static create(properties?: google.cloud.aiplatform.v1.IModelDeploymentMonitoringJob): google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob;Creates a new ModelDeploymentMonitoringJob instance using the specified properties.
| Parameter | |
|---|---|
| Name | Description |
properties |
IModelDeploymentMonitoringJob
Properties to set |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringJob | ModelDeploymentMonitoringJob instance |
decode(reader, length)
public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob;Decodes a ModelDeploymentMonitoringJob message from the specified reader or buffer.
| Parameters | |
|---|---|
| Name | Description |
reader |
(Reader|Uint8Array)
Reader or buffer to decode from |
length |
number
Message length if known beforehand |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringJob | ModelDeploymentMonitoringJob |
decodeDelimited(reader)
public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob;Decodes a ModelDeploymentMonitoringJob message from the specified reader or buffer, length delimited.
| Parameter | |
|---|---|
| Name | Description |
reader |
(Reader|Uint8Array)
Reader or buffer to decode from |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringJob | ModelDeploymentMonitoringJob |
encode(message, writer)
public static encode(message: google.cloud.aiplatform.v1.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.v1.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.v1.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 |
ModelDeploymentMonitoringJob | ModelDeploymentMonitoringJob |
getTypeUrl(typeUrlPrefix)
public static getTypeUrl(typeUrlPrefix?: string): string;Gets the default type url for ModelDeploymentMonitoringJob
| Parameter | |
|---|---|
| Name | Description |
typeUrlPrefix |
string
your custom typeUrlPrefix(default "type.googleapis.com") |
| Returns | |
|---|---|
| Type | Description |
string | The default type url |
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.v1.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 |
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) |
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