如何在 GCP 控制台中查看监控作业？

Question

I have created a monitoring job using create_model_deployment_monitoring_job . How do I view it in GCP Monitoring?

I create the monitoring job thus:

job = vertex_ai_beta.ModelDeploymentMonitoringJob(
display_name=MONITORING_JOB_NAME,
endpoint=endpoint_uri,
model_deployment_monitoring_objective_configs=deployment_objective_configs,
logging_sampling_strategy=sampling_config,
model_deployment_monitoring_schedule_config=schedule_config,
model_monitoring_alert_config=alerting_config,
)
response = job_client_beta.create_model_deployment_monitoring_job(
    parent=PARENT, model_deployment_monitoring_job=job
)

Answer 1

AI Platform Training supports two types of jobs: training and batch prediction. The details for each are different, but the basic operation is the same. As you are using Vertex AI, you can check the job status in the Vertex AI dashboard. In GCP Console search for Vertex AI, enable API or click on this link and follow this Doc for Job status

Then following this Link summarizes the job operations and lists the interfaces you can use to perform them and also to know more information about Jobs follow this link