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At the moment, tensorflow-io package could be built within docker image tensorflow:custom-op. By default tensorflow:custom-op uses python 2.7.6. The package has not been built and tested with python 3. We should support python 3.
Also, from tensorflow repo there is a lot of interests for python 3.7 support, so 3.7 should be considered as well.