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Title: Update Python SDK so FeatureSet can import Schema from Tensorflow metadata by davidheryanto · Pull Request #450 · feast-dev/feast · GitHub

Open Graph Title: Update Python SDK so FeatureSet can import Schema from Tensorflow metadata by davidheryanto · Pull Request #450 · feast-dev/feast

X Title: Update Python SDK so FeatureSet can import Schema from Tensorflow metadata by davidheryanto · Pull Request #450 · feast-dev/feast

Description: What this PR does / why we need it: This PR extends FeatureSet, Entity and Feature class in Python SDK so they can contain constraints defined in the Schema from Tensorflow metadata: https://github.com/tensorflow/metadata/blob/ddf582f66eeeddb862de6d53c3e03d6eed1c04a6/tensorflow_metadata/proto/v0/schema.proto These contraints presence_constraints, shape_type and domain_info can be used for validation of feature values and presence in Feast. Typical usage when one is already using Tensorflow data validation is as follows: import tensorflow_data_validation as tfdv # Use tensorflow_data_validation to generate initial schema for validation train_stats = tfdv.generate_statistics_from_csv(data_location="/data/train.csv") schema = tfdv.infer_schema(statistics=train_stats) # Create a new FeatureSet or retrieve an existing FeatureSet in Feast feature_set = FeatureSet( name="myfeatureset", entities=[Entity(name="id", dtype=ValueType.INT64),], features=[ Feature(name="feature1", dtype=ValueType.STRING), Feature(name="feature2", dtype=ValueType.INT), ... ], ) # Update the entities and features with constraints defined in the schema feature_set.update_schema(schema) Which issue(s) this PR fixes: Related to #172 Does this PR introduce a user-facing change?: NONE

Open Graph Description: What this PR does / why we need it: This PR extends FeatureSet, Entity and Feature class in Python SDK so they can contain constraints defined in the Schema from Tensorflow metadata: https://github...

X Description: What this PR does / why we need it: This PR extends FeatureSet, Entity and Feature class in Python SDK so they can contain constraints defined in the Schema from Tensorflow metadata: https://github...

Opengraph URL: https://github.com/feast-dev/feast/pull/450

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bfd8682 Add skeleton for update/get schema in FeatureSet davidheryanto Jan 29, 2020 https://github.com/feast-dev/feast/pull/450/commits/bfd8682e74378fbd6283a95d63000d751dd0712b
756533e Add update_schema method to FeatureSet davidheryanto Jan 30, 2020 https://github.com/feast-dev/feast/pull/450/commits/756533eba9bea39844a9ccb66d1541f594a574e3
9abd082 Update error message when domain ref is missing from top level schema davidheryanto Jan 30, 2020 https://github.com/feast-dev/feast/pull/450/commits/9abd0820a1eb43a13cdd6db79fe5fde09ed0b84b
b2b7783 Add more assertion in test_update_schema before updating schema davidheryanto Jan 30, 2020 https://github.com/feast-dev/feast/pull/450/commits/b2b7783177589870671aeeb7f90e9ade75717789
4574f72 Fix conflicting versions in package requirements davidheryanto Jan 30, 2020 https://github.com/feast-dev/feast/pull/450/commits/4574f72493cf56e2de4810715a8d4999ef828af9
5029550 Add export_schema method to export schema from FeatureSet davidheryanto Jan 31, 2020 https://github.com/feast-dev/feast/pull/450/commits/5029550afe85ef35ca98a58de19b04222abbd29d
dc39ca7 Add exporting of Tensorflow metadata schema from FeatureSet. davidheryanto Feb 2, 2020 https://github.com/feast-dev/feast/pull/450/commits/dc39ca77422f4221d0d738398fa68472663544df
57dfa02 Remove changes to mypy generated codes davidheryanto Mar 1, 2020 https://github.com/feast-dev/feast/pull/450/commits/57dfa0206661088d4dabeb9fddf0d45eb56f18f9
bfd282d Revert changes to packages version in requirements-ci and setup.py davidheryanto Mar 4, 2020 https://github.com/feast-dev/feast/pull/450/commits/bfd282d538874853216f10b56d4debda97c1da13
dcd6e19 Remove 'schema' param in 'from_proto' method in Entity and Feature. davidheryanto Mar 13, 2020 https://github.com/feast-dev/feast/pull/450/commits/dcd6e19feff687578cb8f7b3592f2a27c294c253
6af74c6 Fix rebase errors, apply black Apr 10, 2020 https://github.com/feast-dev/feast/pull/450/commits/6af74c6876294dc4870f25b05bc416ee8928c789
d12aead Remove unnecessary imports Apr 10, 2020 https://github.com/feast-dev/feast/pull/450/commits/d12aeadd8926fd9f80457486c1b8f36ab9169679
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