Control-M for GCP Vertex AI

GCP Vertex AI enables you to build generative AI applications, and train and deploy machine learning models.

Control-M for GCP Vertex AI enables you to do the following:

• Run GCP Vertex AI pipelines.

• Control the state of GCP notebooks.

• Manage GCP Vertex AI credentials in a secure connection profile.

• Connect to any GCP Vertex AI endpoint.

• Introduce all Control-M capabilities to Control-M for GCP Vertex AI, including advanced scheduling criteria, complex dependencies, resource pools, lock resources, and variables.

• Integrate GCP Vertex AI jobs with other Control-M jobs into a single scheduling environment.

• Monitor the status, results, and output of GCP Vertex AI jobs.

• Attach an SLA job to the GCP Vertex AI jobs.

Setting up Control-M for GCP Vertex AI

This procedure describes how to deploy the GCP Vertex AI plug-in, create a connection profile, and define a GCP Vertex AI job in Control-M Web and Automation API.

Before You Begin

• Verify that you have Java installed, as described in Control-M External Java Installation.

• Verify that Automation API is installed, as described in Setting Up the API.

• Verify that Agent version 9.0.21.080 or higher is installed.

Begin

1. Do one of the following:

   • Install: Run one of the following provision image commands:

     • Linux: ctm provision image GCP_Vertex_AI_plugin.Linux

     • Windows: ctm provision image GCP_Vertex_AI_plugin.Windows

   • Upgrade: Run the following command:

     ctm provision agent::update

2. Create a GCP Vertex AI connection profile in Control-M SaaS or Automation API, as follows:

   • Control-M SaaS: Create a Centralized Connection Profile with GCP Vertex AI Connection Profile Parameters

   • Automation API: Connection Profile:GCP Vertex AI

3. Define a GCP Vertex AI job in Control-M Web or Automation API, as follows:

   • Control-M SaaS: Create a Job with GCP Vertex AI Job Parameters

   • Automation API: Job:GCP Vertex AI

Change Log

The following table describes changes that were introduced in new versions of this plug-in.

Plug-in Version	Details
1.0.01	Initial version