René's URL Explorer Experiment

{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"tensorflow_metadata protos are outdated","articleBody":"## Expected Behavior \r\n\r\nWhen installing feast sdk in an environment with Tensorflow Model Analysis, TFMA will stop working due to the fact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.\r\n\r\nThis generates issues like this: https://github.com/BACtaki/tfx-addons/runs/4196630120?check_suite_focus=true\r\n\r\n## Current Behavior\r\n\r\nFeast overwrites tf_metadata files on pip install.\r\n\r\n## Steps to reproduce\r\n\r\nJust open feast wheel and inspect the RECORD file you get:\r\n\r\n```\r\ntensorflow_metadata/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0\r\ntensorflow_metadata/__pycache__/__init__.cpython-37.pyc,,\r\ntensorflow_metadata/proto/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0\r\ntensorflow_metadata/proto/__pycache__/__init__.cpython-37.pyc,,\r\ntensorflow_metadata/proto/v0/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0\r\ntensorflow_metadata/proto/v0/__pycache__/__init__.cpython-37.pyc,,\r\ntensorflow_metadata/proto/v0/__pycache__/path_pb2.cpython-37.pyc,,\r\ntensorflow_metadata/proto/v0/__pycache__/schema_pb2.cpython-37.pyc,,\r\ntensorflow_metadata/proto/v0/__pycache__/statistics_pb2.cpython-37.pyc,,\r\ntensorflow_metadata/proto/v0/path_pb2.py,sha256=8f1IIPnwSr0TUeaBbLrrA0SOvVtWZmJuekClUK0fohg,2341\r\ntensorflow_metadata/proto/v0/path_pb2.pyi,sha256=x7plHZ0kvkv5qT8mZTJk8yqlQHdNdyAQM52GrHDdsU4,1341\r\ntensorflow_metadata/proto/v0/schema_pb2.py,sha256=mnnrq9bVYIP5Uz9ztYoIDknhJAiJN2o8NuAonroLUUk,107886\r\ntensorflow_metadata/proto/v0/schema_pb2.pyi,sha256=We0EW9WdmjfXRkDgx_l_UHW3WyFnSu03tSxRJY2R1xw,41992\r\ntensorflow_metadata/proto/v0/statistics_pb2.py,sha256=TtNbajCCORqqIrl-KIodj4gwjjwA_w4NOvcZaSGGfcA,87569\r\ntensorflow_metadata/proto/v0/statistics_pb2.pyi,sha256=fQk1JPNKKwoR9PVnlKrWOQo7AnpxDQpTiiUVmot_gIk,31328\r\n```\r\n\r\nIdeally this should be instead a python dependency for feast so that tf_metadata can be managed as a python dependency.\r\n\r\n### Specifications\r\n\r\n- Version: 0.14\r\n- Platform: Linux\r\n- Subsystem: Ubunto\r\n\r\n## Possible Solution\r\n\r\nAdd tensorflow-metadata as a dependency of the python sdk instead. Allowing users to control the tf_metadata version installed on their system.\r\n","author":{"url":"https://github.com/casassg","@type":"Person","name":"casassg"},"datePublished":"2021-11-13T08:14:26.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":1},"url":"https://github.com/2035/feast/issues/2035"}