Tibco

Deploying Scoring Pipeline

Pipeline deployment means scheduling a model artifact containing a specified scoring pipeline to a specified scoring environment.
This page describes how you can:

  • Deploy pipelines
  • View status for deployed pipelines

Contents

Approving a Scoring Pipeline to an Environment

Before scheduling a pipeline for deployment, it is necessary to approve the scoring pipeline to any environment.

  1. In the Project Explorer pane, click Pipelines.
  2. Select the pipeline that needs to be promoted by clicking the check box.
  3. Click Approve present at the bottom of the pipeline list.

  4. Turn on the toggle for appropriate environment and click CLOSE.

Deploying Pipeline

  1. In the Project Explorer pane, click Scoring Pipeline Deployments.
  2. Select the DEPLOY A SCORING PIPELINE option.
  3. Add name and description in the respective field.
  4. Select scoring pipeline from the drop-down list.
  5. Select a scoring environment from the drop-down list.
  6. Select when you need to schedule the job from the given options (Immediate, Future, or Periodic).
  7. Select the duration for which you need to run the job. You can run the job forever or add the duration as per your needs.

  8. Click DEPLOY.

Deploying Multiple Scoring Pipeline Instances

  1. You can also deploy multiple instances with the same pipelines.
  2. You can either follow the same steps as mentioned earlier to deploy a new instance with the same pipeline.
  3. Or, you can duplicate the instance by clicking the duplicate icon.
  4. Note that even though we are using the same pipeline for deployment, the Deployment name is unique every time.

In addition to this, you can add a new instance by clicking the plus sign (+) and cancel a scheduled pipeline deployment by clicking the minus sign (-).

Viewing Status of Deployed Pipeline

You can view status for deployed pipelines by:

  1. In the Project Explorer pane, click Scoring Pipeline Deployments.
    • A list of deployed pipelines appears here.
    • The list is sorted based on the deployed time in ascending order.
    • The list shows information such as Deployment name, status of the deployed pipeline, scoring pipeline instance, environment, and time of deployment.
    • Additional information is displayed on the right pane after clicking the individual pipeline instance.