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There seem to be a bug on the AML Pipeline side if a custom dockerfile is used. The runconfig property environment.docker.base_dockerfile is not being passed through correctly in pipeline jobs (for PythonScriptStep).
Is there any workaround, excluding building the docker image and specifying it with environment.docker.base_image?