Add Feature Tables API to Core & Python SDK#1019

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feast-ci-bot merged 53 commits into

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mrzzy:add-feature-tables

Oct 2, 2020

Commits on Oct 2, 2020

Reorganise existing protos in CoreService by type.

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Add new FeatureTables API to Core Protobuf definitions

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Fix name collision in proto java outer classname with message name

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Add missing max age field to Feature Table proto.

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Add Flyway DB migration to add Feature Table API.

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Rename options field to options_json and change type to text.

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FeatureTable: Rename entity_names to entities

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Revert Reorganise existing protos in CoreService by type as it make it hard for reviewers to review changes

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Add FeatureSource entity for native representation of FeatureSource protobuf

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Add missing nullable annotation on FeatureSource entity.

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Update ListFeatureTablesRequest's Filter to follow naming convention.

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Add missing serialization code for FeatureSource's field mapping.

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Split Feature proto from FeatureTable proto.

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Update FeatureTable entity_names field to entities

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Revert putting project in feature table spec

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Update ListFeatureTable Proto to return full FeatureTable objects and limit to listing from one Project.

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Fix typo in CoreService proto

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Add FeatureV2 core model to store FeatureSpecV2

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Add FeatureTable core model to store FeatureTable protos

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Fix naming grammar in CoreService proto

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Standardise naming of specifying projects in CoreService proto

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Rename FeatureSource proto to FeatureSourceSpec for compatiblity.

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Update FeatureSource model to store type specific options as seperate columns instead of JSON.

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Add FeatureTableTest unit test to test FeatureTable core model

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Add FeatureTableValidator to validate FeatureTableSpec protobufs

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Add listFeatureTables(), applyFeatureTable() & getFeatureTable() to Core's SpecService

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Add FeatureTableRepository to save & retrieve FeatureTables in database.

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Fix hibernate errors on Feast Core boot.

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Implement listFeatureTables() , applyFeatureTable(), and getFeatureTable() in CoreServiceImpl

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Add applyFeatureSet integration tests SpecServiceIT

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Various fixes for creating FeatureTabes with applyFeatureTable

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Fixed bug with updating FeatureTable

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Update ListFeatureTables
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Add Python SDK
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Update GetFeatureTable
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Remove unused proto imports and generate go protos

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Fix ListFeatureTables IT
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Update comment to generalize FeatureSource's field mapping to all fields instead of just for feature.

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Fix feature table validator condition
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Fix feature table unit tests
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Update feature source proto
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Address PR comments
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Replace test with IT
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Update IT config
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Fix removal of entity check
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Fix test sort issue
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Store source options as json
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Update go protos
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Remove go FeatureSource proto
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Increase IT max pool size
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Reduce pool size instead
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Replace mutablemapping with dict
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Standardize use of timestamp_column instead of ts_column
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