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Initial implementation of BigTable online store (WIP)

Open chhabrakadabra opened this issue 3 years ago • 1 comments

What this PR does / why we need it:

BigTable online-store implementation.

Which issue(s) this PR fixes:

Fixes #

Remaining tasks

  • [ ] Write documentation for the BigTable online store
  • [ ] Update the implementation to be in line with recommendations from Google (TODO, summarize recommendations here)
  • [ ] Clean up the implementation and complete all the TODOs in here
  • [ ] Integrate this with the Feast test suite
  • [ ] Rebuild all the requirements files

chhabrakadabra avatar Aug 25 '22 16:08 chhabrakadabra

Codecov Report

Base: 67.31% // Head: 57.95% // Decreases project coverage by -9.36% :warning:

Coverage data is based on head (3c104d8) compared to base (532d8a1). Patch coverage: 36.04% of modified lines in pull request are covered.

Additional details and impacted files
@@            Coverage Diff             @@
##           master    #3140      +/-   ##
==========================================
- Coverage   67.31%   57.95%   -9.37%     
==========================================
  Files         179      215      +36     
  Lines       16324    18062    +1738     
==========================================
- Hits        10989    10467     -522     
- Misses       5335     7595    +2260     
Flag Coverage Δ
integrationtests ?
unittests 57.95% <36.04%> (?)

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
sdk/python/feast/repo_config.py 76.40% <ø> (-5.27%) :arrow_down:
setup.py 0.00% <0.00%> (ø)
sdk/python/feast/infra/online_stores/bigtable.py 31.46% <31.46%> (ø)
...n/feature_repos/universal/online_store/bigtable.py 58.33% <58.33%> (ø)
...ts/integration/feature_repos/repo_configuration.py 56.59% <100.00%> (-31.12%) :arrow_down:
...sts/integration/registration/test_universal_cli.py 20.20% <0.00%> (-79.80%) :arrow_down:
...ts/integration/offline_store/test_offline_write.py 26.08% <0.00%> (-73.92%) :arrow_down:
...fline_store/test_universal_historical_retrieval.py 28.75% <0.00%> (-71.25%) :arrow_down:
...dk/python/tests/integration/e2e/test_validation.py 27.55% <0.00%> (-69.30%) :arrow_down:
...ests/integration/e2e/test_python_feature_server.py 31.34% <0.00%> (-68.66%) :arrow_down:
... and 175 more

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codecov-commenter avatar Sep 29 '22 01:09 codecov-commenter

/lgtm

adchia avatar Oct 05 '22 14:10 adchia

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: adchia, chhabrakadabra

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  • ~~OWNERS~~ [adchia,chhabrakadabra]

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feast-ci-bot avatar Oct 05 '22 14:10 feast-ci-bot

@adchia I forgot to add the signature in the last commit. I guess I'll have to ask you to lgtm this once more please. 🙏

chhabrakadabra avatar Oct 05 '22 17:10 chhabrakadabra

/lgtm

adchia avatar Oct 05 '22 17:10 adchia

/lgtm

adchia avatar Oct 05 '22 17:10 adchia