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Version: Cloud

v1.40.0

Release notes​

✨ Major new features​

  • Job schedules
    Create automated request flows for your Deployments using the new job schedules. Job schedules create cron jobs on the cluster that fetches instances from your transformer (or model) and forwards that to make predictions or explanations. To create a job schedule, go to the job schedules page and click on create schedule.

  • Automated drift detection
    Continuously monitor your production input data distribution and compare it to a baseline distribution. View feature distributions through interactive graphs and set alerts to get notified when significant drift is detected. The Jensen-Shannon divergence is added as a new metric on the Monitoring page as well.

  • Deployment dashboard
    Navigate to a Deployment to find the new Deployment dashboard. The Deployment dashboard shows the most important Deployment information in a single overview.

🛠️ Other changes​

  • Workspaces can now have multiple owners. Team admins are automatically owners of every Workspace, meaning they have the same rights in every Workspace. Regular users can still be made Workspace owner via the Workspace members page.
  • Select which autoscaling type you want to apply to your Deployment to finetune your model reachability. Enterprise and SaaS Scale users can choose between CPU and Concurrency based scaling.

🐛 Bug fixes​

  • Fixed an issue where restoring SageMaker Deployments sometimes failed to update the proper Deployment status
  • Fixed an issue where the container logs only displayed a part of all the logs
  • Fixed an issue where the Deployments order would change after a while
  • Fixed an issue where the unsaved changes weren't properly saved when going back from the Deployment summary
  • Fixed an issue where the password visibility toggle in the webhook dialog didn't work
  • Fixed an issue where updating a Deployment didn't reuse the environment variables from the previous version of the Deployment