Class ModelMonitoringJob (1.51.0)

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ModelMonitoringJob(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a model monitoring job that analyze dataset using different monitoring algorithm.

Attributes
Name	Description
name	str Output only. Resource name of a ModelMonitoringJob. Format: projects/{project_id}/locations/{location_id}/modelMonitors/{model_monitor_id}/modelMonitoringJobs/{model_monitoring_job_id}
display_name	str The display name of the ModelMonitoringJob. The name can be up to 128 characters long and can consist of any UTF-8.
model_monitoring_spec	google.cloud.aiplatform_v1beta1.types.ModelMonitoringSpec Monitoring monitoring job spec. It outlines the specifications for monitoring objectives, notifications, and result exports. If left blank, the default monitoring specifications from the top-level resource 'ModelMonitor' will be applied. If provided, we will use the specification defined here rather than the default one.
create_time	google.protobuf.timestamp_pb2.Timestamp Output only. Timestamp when this ModelMonitoringJob was created.
update_time	google.protobuf.timestamp_pb2.Timestamp Output only. Timestamp when this ModelMonitoringJob was updated most recently.
state	google.cloud.aiplatform_v1beta1.types.JobState Output only. The state of the monitoring job. - When the job is still creating, the state will be 'JOB_STATE_PENDING'. - Once the job is successfully created, the state will be 'JOB_STATE_RUNNING'. - Once the job is finished, the state will be one of 'JOB_STATE_FAILED', 'JOB_STATE_SUCCEEDED', 'JOB_STATE_PARTIALLY_SUCCEEDED'.
schedule	str Output only. Schedule resource name. It will only appear when this job is triggered by a schedule.
job_execution_detail	google.cloud.aiplatform_v1beta1.types.ModelMonitoringJobExecutionDetail Output only. Execution results for all the monitoring objectives.
schedule_time	google.protobuf.timestamp_pb2.Timestamp Output only. Timestamp when this ModelMonitoringJob was scheduled. It will only appear when this job is triggered by a schedule.

Methods

ModelMonitoringJob

ModelMonitoringJob(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a model monitoring job that analyze dataset using different monitoring algorithm.