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Cloud Pak for Data Watson Studio Job Information

Monitor Summary

This monitor will generate the following observations:

  • Number of Cloud Pak for Data Watson Studio Jobs across all projects
  • Number of Cloud Pak for Data Watson Studio Active Jobs across all projects
  • Number of Cloud Pak for Data Watson Studio Jobs per project
  • Number of Cloud Pak for Data Watson Studio Active Jobs per project
  • Run Status of Last Cloud Pak for Data Watson Studio Job

Monitor Requirements

In order for Watson Studio Job Information to be available, CCS (Common Core Services) must be available on the Cloud Pak for Data instance. Catridges like Watson Studio and Watson Machine Learning automatically install CCS as part of their dependencies. If CCS is not available, no watson studio job information is available.

Administrative Credential Requirements

In order to retrieve the monitor data, the credential of admin user will be used. The default password of admin user is saved in the secret admin-user-details. You could use the below command to query the default password of the admin user..

oc extract secret/admin-user-details --keys=initial_admin_password --to=-

Once the password of the admin user is changed, please also change the password in the secret admin-user-details.

oc set data secret/admin-user-details initial_admin_password=<new password>

Deployment of the monitor

This monitor can be deployed using the IBM Cloud Pak Deployer or manually deployed using oc commands:

Monitor Source

Source folder containing the script can be found here (cp4d-watsonstudio-job-info).

Generated observations

Once the monitor is deployed, the following observations are available in IBM Cloud Pak for Data Metrics:

Using the IBM Cloud Pak for Data Platform Management Events:

https://<CP4D-BASE-URL>/zen/#/platformManagement/events

On the Platform Management Events page the following entries are added:

EventEvent TypePossible valuesDescription
Cloud Pak for Data Watson Studio Jobs Overall CountNumber of Cloud Pak for Data Watson Studio Jobs across all projectsinfoThe Cloud Pak for Data Platform Projects and Jobs information are requested.
Cloud Pak for Data Watson Studio Active Jobs Overall CountNumber of Cloud Pak for Data Watson Studio Active Jobs across all projectsinfoThe Cloud Pak for Data Platform Projects and Jobs information are requested.
Cloud Pak for Data Watson Studio Jobs Project CountNumber of Cloud Pak for Data Watson Studio Jobs per projectinfoThe Cloud Pak for Data Platform Projects and Jobs information are requested.
Cloud Pak for Data Watson Studio Active Jobs Project CountNumber of Cloud Pak for Data Watson Studio Active Jobs per projectinfoThe Cloud Pak for Data Platform Projects and Jobs information are requested.
Cloud Pak for Data Watson Studio Job Last StatusRun Status of Last Cloud Pak for Data Watson Studio JobinfoThe Cloud Pak for Data Platform Projects, Jobs, and Job Run information are requested.
Overview Events and Alerts

Using the IBM Cloud Pak for Data Prometheus endpoint

https://<CP4D-BASE-URL>/zen/metrics

It will generate 2 types of metrics:

  • Actual Result metrics
    These metrics contain the observed values
  • Zen Watchdog metrics
    These metrics are used by the Cloud Pak for Data Zen Watchdog to monitor the state and trigger notifications

Actual Result metrics:

  • cp4d_watsonstudio_jobs_overall_count Provides number of watson studio jobs across all projects
  • cp4d_watsonstudio_active_jobs_overall_count Provides number of watson studio active jobs across all projects
  • cp4d_watsonstudio_jobs_project_count Provides number of watson studio jobs per project
  • cp4d_watsonstudio_active_jobs_project_count Provides number of watson studio active jobs per project
  • cp4d_watsonstudio_job_last_status Provides run status of the last watson studio job.
# HELP cp4d_watsonstudio_active_jobs_overall_count
# TYPE cp4d_watsonstudio_active_jobs_overall_count gauge
cp4d_watsonstudio_active_jobs_overall_count{event_type="cp4d_watsonstudio_active_jobs_overall_count",monitor_type="cp4dplatformwatsonstudiojobinfo",reference="All Watson Studio Projects"} 0
# HELP cp4d_watsonstudio_active_jobs_project_count
# TYPE cp4d_watsonstudio_active_jobs_project_count gauge
cp4d_watsonstudio_active_jobs_project_count{event_type="cp4d_watsonstudio_active_jobs_project_count",monitor_type="cp4dplatformwatsonstudiojobinfo",reference="test-project"} 0
# HELP cp4d_watsonstudio_job_last_start_epoch_time
# TYPE cp4d_watsonstudio_job_last_start_epoch_time gauge
cp4d_watsonstudio_job_last_start_epoch_time{event_type="cp4d_watsonstudio_job_last_status",monitor_type="cp4dplatformwatsonstudiojobinfo",reference="test-project_one-time-job-1"} 1.652924515e+09

Zen Watchdog metrics (used in platform management events)

  • watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_jobs_overall_count
  • watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_active_jobs_overall_count
  • watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_jobs_project_count
  • watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_active_jobs_project_count
  • watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_job_last_status

Zen Watchdog metrics can have the following values:

  • 2 (info)
  • 1 (warning)
  • 0 (critical)
# HELP watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_active_jobs_overall_count
# TYPE watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_active_jobs_overall_count gauge
watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_active_jobs_overall_count{event_type="cp4d_watsonstudio_active_jobs_overall_count",monitor_type="cp4dplatformwatsonstudiojobinfo",reference="All Watson Studio Projects"} 2
# HELP watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_active_jobs_project_count
# TYPE watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_active_jobs_project_count gauge
watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_active_jobs_project_count{event_type="cp4d_watsonstudio_active_jobs_project_count",monitor_type="cp4dplatformwatsonstudiojobinfo",reference="test-project"} 2
# HELP watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_job_last_status
# TYPE watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_job_last_status gauge
watchdog_cp4dplatformwatsonstudiojobinfo_cp4d_watsonstudio_job_last_status{event_type="cp4d_watsonstudio_job_last_status",monitor_type="cp4dplatformwatsonstudiojobinfo",reference="test-project_one-time-job-1"} 2