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Workflow

Workflows allow for organizing the single operations in a advanced management pipelines, to perform a series operation of data processing, ML model training and serving, etc. Workflows represent long-running procedures defined as Directed Acyclic Graphs (DAGs) where each node is a single unit of work performed by the platform (e.g., as a Kubernetes Job).

Managing workflows with SDK

Workflows can be created and managed as entities with the SDK CRUD methods. This can be done directly from the package or through the Project object. To manage workflows, you need to have at least digitalhub_core layer installed.

  1. In the CRUD section, we will see how to create, read, update and delete workflows.
  2. In the methods section, we will see what can be done with the Workflow object.
  3. In the kinds section, we will see what kinds are supported.