tensorflow_metadata protos are outdated

[casassg]

Expected Behavior

When installing feast sdk in an environment with Tensorflow Model Analysis, TFMA will stop working due to the fact that feast overwrites the files on the tensorflow_metadata python package.

This generates issues like this: https://github.com/BACtaki/tfx-addons/runs/4196630120?check_suite_focus=true

Current Behavior

Feast overwrites tf_metadata files on pip install.

Steps to reproduce

Just open feast wheel and inspect the RECORD file you get:

tensorflow_metadata/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
tensorflow_metadata/__pycache__/__init__.cpython-37.pyc,,
tensorflow_metadata/proto/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
tensorflow_metadata/proto/__pycache__/__init__.cpython-37.pyc,,
tensorflow_metadata/proto/v0/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
tensorflow_metadata/proto/v0/__pycache__/__init__.cpython-37.pyc,,
tensorflow_metadata/proto/v0/__pycache__/path_pb2.cpython-37.pyc,,
tensorflow_metadata/proto/v0/__pycache__/schema_pb2.cpython-37.pyc,,
tensorflow_metadata/proto/v0/__pycache__/statistics_pb2.cpython-37.pyc,,
tensorflow_metadata/proto/v0/path_pb2.py,sha256=8f1IIPnwSr0TUeaBbLrrA0SOvVtWZmJuekClUK0fohg,2341
tensorflow_metadata/proto/v0/path_pb2.pyi,sha256=x7plHZ0kvkv5qT8mZTJk8yqlQHdNdyAQM52GrHDdsU4,1341
tensorflow_metadata/proto/v0/schema_pb2.py,sha256=mnnrq9bVYIP5Uz9ztYoIDknhJAiJN2o8NuAonroLUUk,107886
tensorflow_metadata/proto/v0/schema_pb2.pyi,sha256=We0EW9WdmjfXRkDgx_l_UHW3WyFnSu03tSxRJY2R1xw,41992
tensorflow_metadata/proto/v0/statistics_pb2.py,sha256=TtNbajCCORqqIrl-KIodj4gwjjwA_w4NOvcZaSGGfcA,87569
tensorflow_metadata/proto/v0/statistics_pb2.pyi,sha256=fQk1JPNKKwoR9PVnlKrWOQo7AnpxDQpTiiUVmot_gIk,31328

Ideally this should be instead a python dependency for feast so that tf_metadata can be managed as a python dependency.

Specifications

• Version: 0.14
• Platform: Linux
• Subsystem: Ubunto

Possible Solution

Add tensorflow-metadata as a dependency of the python sdk instead. Allowing users to control the tf_metadata version installed on their system.

[casassg]

Closed on #2038