feat: Adding billing_project_id in BigQueryOfflineStoreConfig

[vmallya-123]

Signed-off-by: “Varun [email protected]

What this PR does / why we need it:
One is able to add big query billing project, this can enable to run Bigquery job in a separate project which is not the project which has the BQ feature datasets. Useful in cases when certain projects have reservations (slots) for Bigquery jobs to run.

[adchia]

/ok-to-test

[adchia]

were you able to verify this works? also what does the regular project_id do when billing_project_id is set?

[codecov-commenter]

Codecov Report

Base: 67.46% // Head: 76.69% // Increases project coverage by +9.23% 🎉

Coverage data is based on head (9bdbab9) compared to base (0ad7fe3).
Patch coverage: 77.27% of modified lines in pull request are covered.

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #3253      +/-   ##
==========================================
+ Coverage   67.46%   76.69%   +9.23%     
==========================================
  Files         179      216      +37     
  Lines       16400    18260    +1860     
==========================================
+ Hits        11064    14005    +2941     
+ Misses       5336     4255    -1081     

Flag	Coverage Δ
integrationtests	67.32% <76.19%> (-0.14%)	⬇️
unittests	58.15% <22.72%> (?)

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

Impacted Files	Coverage Δ
sdk/python/feast/infra/offline_stores/bigquery.py	85.57% <77.27%> (-0.78%)	⬇️
sdk/python/feast/infra/registry/base_registry.py	92.85% <0.00%> (-0.70%)	⬇️
...on/feast/infra/materialization/snowflake_engine.py	93.18% <0.00%> (-0.41%)	⬇️
...tion/contrib/spark/spark_materialization_engine.py	71.84% <0.00%> (-0.28%)	⬇️
...ests/integration/e2e/test_python_feature_server.py	100.00% <0.00%> (ø)
.../online_stores/contrib/hbase_online_store/hbase.py	37.25% <0.00%> (ø)
...tion/feature_repos/universal/online_store/mysql.py	53.84% <0.00%> (ø)
...tion/feature_repos/universal/online_store/hbase.py	50.00% <0.00%> (ø)
...ib/trino_offline_store/test_config/manual_tests.py	33.33% <0.00%> (ø)
..._stores/contrib/postgres_offline_store/postgres.py	34.14% <0.00%> (ø)
... and 106 more

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[vmallya-123]

@adchia yes I tried it and it works as expected. The project_id is the GCP project which has the feature view datasets, this will be the project_id which will be used by the query template etc (as it is currently being used). billing_project id is the GCP project where the big query job would actually run.

[adchia]

/lgtm

[adchia]

mind fixing the lint errors and the title to conform to semantic release convention?

[vmallya-123]

Thanks for fixing the lint error
Is the title better now? Following the instructions given here

Ensure the title of the PR matches semantic release conventions (e.g. start with feat: or fix: or ci: or chore: or docs:). Keep in mind that any PR with feat: or fix: will directly make it into the change log of a release, so make sure they are understandable!
Please let me know if there is anything else I can do

[adchia]

/lgtm

[feast-ci-bot]

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