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We need to raise an error hereĀ https://github.com/apache/beam/blob/02cb8d807314a38542c9894b19483e4333d8223b/sdks/python/apache_beam/runners/dataflow/dataflow_runner.py#L857
GitHub Pull Request #11097
GitHub Pull Request #11111