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Title: Fix Online Serving unable to retrieve feature data after Feature Set update. by mrzzy · Pull Request #908 · feast-dev/feast · GitHub

Open Graph Title: Fix Online Serving unable to retrieve feature data after Feature Set update. by mrzzy · Pull Request #908 · feast-dev/feast

X Title: Fix Online Serving unable to retrieve feature data after Feature Set update. by mrzzy · Pull Request #908 · feast-dev/feast

Description: Problem Feast Online Serving will throw an when the user attempts Feature Retrieval in the following scenario: user applies feature set. user ingests feature data for that feature set. user updates to feature set to add or archive features. user is unable to retrieve Feature Data from Online Serving and gets the following error: *status.statusError: rpc error: code = DataLoss desc = Failed to decode FeatureRow from bytes retrieved from redis: Possible data corruption What this PR does / why we need it: Update Ingestion's RedisCustomIO to encode feature rows by setting field name to a hash of the actual name. Used hash to reduce the increase in storage used when storing encoded feature rows in redis. This changes the encoding of Feature Rows stored in Redis. Update Online Serving's FeatureRowDecoder to support decoding Feature Rows by name hash. Missing fields in encoded Feature Row would be decoded in as empty values. Extra Fields in encoded Feature Row would be omitted from the decoded feature row. FeatureRowDecoder will continue to support decoding existing Feature Row in existing encoding stored in Redis. Which issue(s) this PR fixes: Fixes # Does this PR introduce a user-facing change?: Encoding of Feature Rows stored in Redis hash changed: - Fields in encoded Feature Row are now set to a hash of the field's actual name.

Open Graph Description: Problem Feast Online Serving will throw an when the user attempts Feature Retrieval in the following scenario: user applies feature set. user ingests feature data for that feature set. user updat...

X Description: Problem Feast Online Serving will throw an when the user attempts Feature Retrieval in the following scenario: user applies feature set. user ingests feature data for that feature set. user updat...

Opengraph URL: https://github.com/feast-dev/feast/pull/908

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Fix Online Serving unable to retrieve feature data after Feature Set update. https://github.com/feast-dev/feast/pull/908/files#top
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3819c07 Update RedisCustomIO to write FeatureRows with field's name set to ha… mrzzy Jul 29, 2020 https://github.com/feast-dev/feast/pull/908/commits/3819c0783da7951263f1d503125f84babb2c95b2
0ba8fce Update FeatureRowDecoder to decode by name hash instead of order mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/0ba8fce61a24e7477e82458a1a1d47b7022e44aa
4803ea5 Bump pytest order numbers by 2 to make space for new tests mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/4803ea599cdd14a7780129fb46f2b768a494adab
feb2438 Revert "Bump pytest order numbers by 2 to make space for new tests" mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/feb2438258baeccb4a5028e78679be72390bf344
3491a3a Added e2e to check that feature rows with missing or extra fields can… mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/3491a3ab6bebe3758f2711fc0e80a065155e333c
d2dcfb2 Clarify docs about Feature Row v1 encoding and Feature Row v2 encoding mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/d2dcfb2bb3ebe34fa4f3402d912057be347a0c83
049b73f Fix python lint mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/049b73fdc50729916dcf39a9f288811cfbc03e2a
1d97462 Update FeatureRowDecoder's isEncodedV2 check to use anyMatch() mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/1d97462325ff12acc0a7dccd2cee8f134e14d996
5eb13db Make missing field/extra field e2e tests independent of other tests. mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/5eb13dbc02f81670fb59366b9a9139a97aa5f4cc
80f5b85 Update FeatureRowDecoder if/else statement into 2 ifs mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/80f5b85200a4eb1c17a42282439fa206a941516a
dbd0744 Fix python and java lint mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/dbd07447585893ab5dc131e025942e91d5757c1b
25af940 Fix java unit test failures mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/25af940d305016797f64f81ae1b6c0b1c58a66ae
3e1a4d0 Fix ImportJobTest java unit test mrzzy Jul 30, 2020 https://github.com/feast-dev/feast/pull/908/commits/3e1a4d0f0577f4cb35ed822f9dd8074288e79eaa
506f669 Sync github workflows with master mrzzy Aug 1, 2020 https://github.com/feast-dev/feast/pull/908/commits/506f669b4e7ba1b46e446538869eddb8d9e79714
c122768 Sync .github folder with master for fix mrzzy Aug 1, 2020 https://github.com/feast-dev/feast/pull/908/commits/c122768ce45529fde7f1692ab65179f6c5ec74bb
e11222e Replace v1/v2 encoding with v1/v2 decoder in docs mrzzy Aug 1, 2020 https://github.com/feast-dev/feast/pull/908/commits/e11222e7a44bb4ff1433c3357f0cbf285c972dee
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