Orchestrating TFX Pipelines

Local Orchestrator

Local orchestrator is a simple orchestrator that is included in the TFX Python package. It runs pipelines in the local environment in a single process. It provides fast iterations for development and debugging, but it is not suitable for large production workloads. Please use Vertex Pipelines or Kubeflow Pipelines for production use cases.

Try the TFX tutorials running in Colab to learn how to use the local orchestrator.