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fix: OnDemandFeatureView type inference for array types #4310
fix: OnDemandFeatureView type inference for array types #4310
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I think the best way for this to be tested would be in respective unit tests: test_on_demand_pandas_transformation.py, test_on_demand_python_transformation.py and test_substrait_transformation.py |
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@tokoko Added some tests for lists of bools, strings, floats and ints for both python and pandas ODFVs, as well as a request source in there. LMK what you think! |
@HaoXuAI FYI seeing a few rate limits for bigtable and redshift in integration tests, doesn't seem related to my changes but maybe you know who best could take a look? |
@alexmirrington Can you make a dummy commit to force a rerun? |
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LGTM
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Signed-off-by: Alex Mirrington <alex.mirrington@rokt.com>
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Ready to merge if you are happy, just need permissions to run some final checks now that I've fixed linting issues. |
Fix OnDemandFeatureView type inference for array types Signed-off-by: Alex Mirrington <alex.mirrington@rokt.com>
Fix OnDemandFeatureView type inference for array types Signed-off-by: Alex Mirrington <alex.mirrington@rokt.com>
Fix OnDemandFeatureView type inference for array types Signed-off-by: Alex Mirrington <alex.mirrington@rokt.com>
# [0.40.0](v0.39.0...v0.40.0) (2024-07-31) ### Bug Fixes * Added missing type ([#4315](#4315)) ([86af60a](86af60a)) * Avoid XSS attack from Jinjin2's Environment(). ([#4355](#4355)) ([40270e7](40270e7)) * CGO Memory leak issue in GO Feature server ([#4291](#4291)) ([43e198f](43e198f)) * Deprecated the datetime.utcfromtimestamp(). ([#4306](#4306)) ([21deec8](21deec8)) * Fix SQLite import issue ([#4294](#4294)) ([398ea3b](398ea3b)) * Increment operator to v0.39.0 ([#4368](#4368)) ([3ddb4fb](3ddb4fb)) * Minor typo in the unit test. ([#4296](#4296)) ([6c75e84](6c75e84)) * OnDemandFeatureView type inference for array types ([#4310](#4310)) ([c45ff72](c45ff72)) * Remove redundant batching in PostgreSQLOnlineStore.online_write_batch and fix progress bar ([#4331](#4331)) ([0d89d15](0d89d15)) * Remove typo. ([#4351](#4351)) ([92d17de](92d17de)) * Retire the datetime.utcnow(). ([#4352](#4352)) ([a8bc696](a8bc696)) * Update dask version to support pandas 1.x ([#4326](#4326)) ([a639d61](a639d61)) * Update Feast object metadata in the registry ([#4257](#4257)) ([8028ae0](8028ae0)) * Using one single function call for utcnow(). ([#4307](#4307)) ([98ff63c](98ff63c)) ### Features * Add async feature retrieval for Postgres Online Store ([#4327](#4327)) ([cea52e9](cea52e9)) * Add Async refresh to Sql Registry ([#4251](#4251)) ([f569786](f569786)) * Add SingleStore as an OnlineStore ([#4285](#4285)) ([2c38946](2c38946)) * Add Tornike to maintainers.md ([#4339](#4339)) ([8e8c1f2](8e8c1f2)) * Bump psycopg2 to psycopg3 for all Postgres components ([#4303](#4303)) ([9451d9c](9451d9c)) * Entity key deserialization ([#4284](#4284)) ([83fad15](83fad15)) * Ignore paths feast apply ([#4276](#4276)) ([b4d54af](b4d54af)) * Move get_online_features to OnlineStore interface ([#4319](#4319)) ([7072fd0](7072fd0)) * Port mssql contrib offline store to ibis ([#4360](#4360)) ([7914cbd](7914cbd)) ### Reverts * Revert "fix: Avoid XSS attack from Jinjin2's Environment()." ([#4357](#4357)) ([cdeab48](cdeab48)), closes [#4355](#4355)
# [0.40.0](feast-dev/feast@v0.39.0...v0.40.0) (2024-07-31) ### Bug Fixes * Added missing type ([feast-dev#4315](feast-dev#4315)) ([86af60a](feast-dev@86af60a)) * Avoid XSS attack from Jinjin2's Environment(). ([feast-dev#4355](feast-dev#4355)) ([40270e7](feast-dev@40270e7)) * CGO Memory leak issue in GO Feature server ([feast-dev#4291](feast-dev#4291)) ([43e198f](feast-dev@43e198f)) * Deprecated the datetime.utcfromtimestamp(). ([feast-dev#4306](feast-dev#4306)) ([21deec8](feast-dev@21deec8)) * Fix SQLite import issue ([feast-dev#4294](feast-dev#4294)) ([398ea3b](feast-dev@398ea3b)) * Increment operator to v0.39.0 ([feast-dev#4368](feast-dev#4368)) ([3ddb4fb](feast-dev@3ddb4fb)) * Minor typo in the unit test. ([feast-dev#4296](feast-dev#4296)) ([6c75e84](feast-dev@6c75e84)) * OnDemandFeatureView type inference for array types ([feast-dev#4310](feast-dev#4310)) ([c45ff72](feast-dev@c45ff72)) * Remove redundant batching in PostgreSQLOnlineStore.online_write_batch and fix progress bar ([feast-dev#4331](feast-dev#4331)) ([0d89d15](feast-dev@0d89d15)) * Remove typo. ([feast-dev#4351](feast-dev#4351)) ([92d17de](feast-dev@92d17de)) * Retire the datetime.utcnow(). ([feast-dev#4352](feast-dev#4352)) ([a8bc696](feast-dev@a8bc696)) * Update dask version to support pandas 1.x ([feast-dev#4326](feast-dev#4326)) ([a639d61](feast-dev@a639d61)) * Update Feast object metadata in the registry ([feast-dev#4257](feast-dev#4257)) ([8028ae0](feast-dev@8028ae0)) * Using one single function call for utcnow(). ([feast-dev#4307](feast-dev#4307)) ([98ff63c](feast-dev@98ff63c)) ### Features * Add async feature retrieval for Postgres Online Store ([feast-dev#4327](feast-dev#4327)) ([cea52e9](feast-dev@cea52e9)) * Add Async refresh to Sql Registry ([feast-dev#4251](feast-dev#4251)) ([f569786](feast-dev@f569786)) * Add SingleStore as an OnlineStore ([feast-dev#4285](feast-dev#4285)) ([2c38946](feast-dev@2c38946)) * Add Tornike to maintainers.md ([feast-dev#4339](feast-dev#4339)) ([8e8c1f2](feast-dev@8e8c1f2)) * Bump psycopg2 to psycopg3 for all Postgres components ([feast-dev#4303](feast-dev#4303)) ([9451d9c](feast-dev@9451d9c)) * Entity key deserialization ([feast-dev#4284](feast-dev#4284)) ([83fad15](feast-dev@83fad15)) * Ignore paths feast apply ([feast-dev#4276](feast-dev#4276)) ([b4d54af](feast-dev@b4d54af)) * Move get_online_features to OnlineStore interface ([feast-dev#4319](feast-dev#4319)) ([7072fd0](feast-dev@7072fd0)) * Port mssql contrib offline store to ibis ([feast-dev#4360](feast-dev#4360)) ([7914cbd](feast-dev@7914cbd)) ### Reverts * Revert "fix: Avoid XSS attack from Jinjin2's Environment()." ([feast-dev#4357](feast-dev#4357)) ([cdeab48](feast-dev@cdeab48)), closes [feast-dev#4355](feast-dev#4355)
# [0.40.0](feast-dev/feast@v0.39.0...v0.40.0) (2024-07-31) ### Bug Fixes * Added missing type ([feast-dev#4315](feast-dev#4315)) ([86af60a](feast-dev@86af60a)) * Avoid XSS attack from Jinjin2's Environment(). ([feast-dev#4355](feast-dev#4355)) ([40270e7](feast-dev@40270e7)) * CGO Memory leak issue in GO Feature server ([feast-dev#4291](feast-dev#4291)) ([43e198f](feast-dev@43e198f)) * Deprecated the datetime.utcfromtimestamp(). ([feast-dev#4306](feast-dev#4306)) ([21deec8](feast-dev@21deec8)) * Fix SQLite import issue ([feast-dev#4294](feast-dev#4294)) ([398ea3b](feast-dev@398ea3b)) * Increment operator to v0.39.0 ([feast-dev#4368](feast-dev#4368)) ([3ddb4fb](feast-dev@3ddb4fb)) * Minor typo in the unit test. ([feast-dev#4296](feast-dev#4296)) ([6c75e84](feast-dev@6c75e84)) * OnDemandFeatureView type inference for array types ([feast-dev#4310](feast-dev#4310)) ([c45ff72](feast-dev@c45ff72)) * Remove redundant batching in PostgreSQLOnlineStore.online_write_batch and fix progress bar ([feast-dev#4331](feast-dev#4331)) ([0d89d15](feast-dev@0d89d15)) * Remove typo. ([feast-dev#4351](feast-dev#4351)) ([92d17de](feast-dev@92d17de)) * Retire the datetime.utcnow(). ([feast-dev#4352](feast-dev#4352)) ([a8bc696](feast-dev@a8bc696)) * Update dask version to support pandas 1.x ([feast-dev#4326](feast-dev#4326)) ([a639d61](feast-dev@a639d61)) * Update Feast object metadata in the registry ([feast-dev#4257](feast-dev#4257)) ([8028ae0](feast-dev@8028ae0)) * Using one single function call for utcnow(). ([feast-dev#4307](feast-dev#4307)) ([98ff63c](feast-dev@98ff63c)) ### Features * Add async feature retrieval for Postgres Online Store ([feast-dev#4327](feast-dev#4327)) ([cea52e9](feast-dev@cea52e9)) * Add Async refresh to Sql Registry ([feast-dev#4251](feast-dev#4251)) ([f569786](feast-dev@f569786)) * Add SingleStore as an OnlineStore ([feast-dev#4285](feast-dev#4285)) ([2c38946](feast-dev@2c38946)) * Add Tornike to maintainers.md ([feast-dev#4339](feast-dev#4339)) ([8e8c1f2](feast-dev@8e8c1f2)) * Bump psycopg2 to psycopg3 for all Postgres components ([feast-dev#4303](feast-dev#4303)) ([9451d9c](feast-dev@9451d9c)) * Entity key deserialization ([feast-dev#4284](feast-dev#4284)) ([83fad15](feast-dev@83fad15)) * Ignore paths feast apply ([feast-dev#4276](feast-dev#4276)) ([b4d54af](feast-dev@b4d54af)) * Move get_online_features to OnlineStore interface ([feast-dev#4319](feast-dev#4319)) ([7072fd0](feast-dev@7072fd0)) * Port mssql contrib offline store to ibis ([feast-dev#4360](feast-dev#4360)) ([7914cbd](feast-dev@7914cbd)) ### Reverts * Revert "fix: Avoid XSS attack from Jinjin2's Environment()." ([feast-dev#4357](feast-dev#4357)) ([cdeab48](feast-dev@cdeab48)), closes [feast-dev#4355](feast-dev#4355)
What and Why
OnDemandFeatureView.feature_transformation.infer_features
should be able to infer features from python types for all supported feast data types, for all transformation backends. This PR passes values topython_type_to_feast_value_type
so that list types can be inferred correctly.Tests
PandasTransformation.infer_features
, e.g.Note to reviewers
If you can point me to where I could add some feature repository tests to catch any regressions in the future that would be great 🙏
Fixes
Fixes #4308