GoogleCloudAiplatformV1ModelDeploymentMonitoringJob class - v1 library

Constructors

GoogleCloudAiplatformV1ModelDeploymentMonitoringJob({String? analysisInstanceSchemaUri, List<GoogleCloudAiplatformV1ModelDeploymentMonitoringBigQueryTable>? bigqueryTables, String? createTime, String? displayName, bool? enableMonitoringPipelineLogs, GoogleCloudAiplatformV1EncryptionSpec? encryptionSpec, String? endpoint, GoogleRpcStatus? error, Map<String, String>? labels, GoogleCloudAiplatformV1ModelDeploymentMonitoringJobLatestMonitoringPipelineMetadata? latestMonitoringPipelineMetadata, String? logTtl, GoogleCloudAiplatformV1SamplingStrategy? loggingSamplingStrategy, List<GoogleCloudAiplatformV1ModelDeploymentMonitoringObjectiveConfig>? modelDeploymentMonitoringObjectiveConfigs, GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig? modelDeploymentMonitoringScheduleConfig, GoogleCloudAiplatformV1ModelMonitoringAlertConfig? modelMonitoringAlertConfig, String? name, String? nextScheduleTime, String? predictInstanceSchemaUri, Object? samplePredictInstance, String? scheduleState, String? state, GoogleCloudAiplatformV1GcsDestination? statsAnomaliesBaseDirectory, String? updateTime})
GoogleCloudAiplatformV1ModelDeploymentMonitoringJob.fromJson(Map json_)

Properties

analysisInstanceSchemaUri ↔ String?: YAML schema file uri describing the format of a single instance that you want Tensorflow Data Validation (TFDV) to analyze.
getter/setter pair
bigqueryTables ↔ List<GoogleCloudAiplatformV1ModelDeploymentMonitoringBigQueryTable>?: The created bigquery tables for the job under customer project.
getter/setter pair
createTime ↔ String?: Timestamp when this ModelDeploymentMonitoringJob was created.
getter/setter pair
displayName ↔ String?: The user-defined name of the ModelDeploymentMonitoringJob.
getter/setter pair
enableMonitoringPipelineLogs ↔ bool?: If true, the scheduled monitoring pipeline logs are sent to Google Cloud Logging, including pipeline status and anomalies detected.
getter/setter pair
encryptionSpec ↔ GoogleCloudAiplatformV1EncryptionSpec?: Customer-managed encryption key spec for a ModelDeploymentMonitoringJob.
getter/setter pair
endpoint ↔ String?: Endpoint resource name.
getter/setter pair
error ↔ GoogleRpcStatus?: Only populated when the job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
getter/setter pair
hashCode → int: The hash code for this object.
no setterinherited
labels ↔ Map<String, String>?: The labels with user-defined metadata to organize your ModelDeploymentMonitoringJob.
getter/setter pair
latestMonitoringPipelineMetadata ↔ GoogleCloudAiplatformV1ModelDeploymentMonitoringJobLatestMonitoringPipelineMetadata?: Latest triggered monitoring pipeline metadata.
getter/setter pair
loggingSamplingStrategy ↔ GoogleCloudAiplatformV1SamplingStrategy?: Sample Strategy for logging.
getter/setter pair
logTtl ↔ String?: The TTL of BigQuery tables in user projects which stores logs.
getter/setter pair
modelDeploymentMonitoringObjectiveConfigs ↔ List<GoogleCloudAiplatformV1ModelDeploymentMonitoringObjectiveConfig>?: The config for monitoring objectives.
getter/setter pair
modelDeploymentMonitoringScheduleConfig ↔ GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig?: Schedule config for running the monitoring job.
getter/setter pair
modelMonitoringAlertConfig ↔ GoogleCloudAiplatformV1ModelMonitoringAlertConfig?: Alert config for model monitoring.
getter/setter pair
name ↔ String?: Resource name of a ModelDeploymentMonitoringJob.
getter/setter pair
nextScheduleTime ↔ String?: Timestamp when this monitoring pipeline will be scheduled to run for the next round.
getter/setter pair
predictInstanceSchemaUri ↔ String?: YAML schema file uri describing the format of a single instance, which are given to format this Endpoint's prediction (and explanation).
getter/setter pair
runtimeType → Type: A representation of the runtime type of the object.
no setterinherited
samplePredictInstance ↔ Object?: Sample Predict instance, same format as PredictRequest.instances, this can be set as a replacement of ModelDeploymentMonitoringJob.predict_instance_schema_uri.
getter/setter pair
scheduleState ↔ String?: Schedule state when the monitoring job is in Running state.
getter/setter pair
state ↔ String?: The detailed state of the monitoring job.
getter/setter pair
statsAnomaliesBaseDirectory ↔ GoogleCloudAiplatformV1GcsDestination?: Stats anomalies base folder path.
getter/setter pair
updateTime ↔ String?: Timestamp when this ModelDeploymentMonitoringJob was updated most recently.
getter/setter pair

Methods

noSuchMethod(Invocation invocation) → dynamic: Invoked when a nonexistent method or property is accessed.
inherited
toJson() → Map<String, dynamic>
toString() → String: A string representation of this object.
inherited

Operators

operator ==(Object other) → bool: The equality operator.
inherited