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Add a top-level Dockerfile to create a custom tfx image that includes tfx-addons

Open cfezequiel opened this issue 2 years ago • 0 comments

The custom tfx image would include a dev version of tfx-addons for integration testing using Vertex AI Pipelines.

Example:

    runner = tfx.orchestration.experimental.KubeflowV2DagRunner(
        config=tfx.orchestration.experimental.KubeflowV2DagRunnerConfig(
            default_image=_CUSTOM_TFX_IMAGE),
        output_filename=pipeline.json)

This was suggested by @casassg in #230, where a similar Dockerfile exists to test the predictions-to-bigquery component. https://github.com/tensorflow/tfx-addons/pull/230#discussion_r1194157672

cfezequiel avatar Jul 13 '23 16:07 cfezequiel