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fix: Infer features for feature services when they depend on feature views without schemas #2653

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merged 3 commits into from
May 10, 2022

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adchia
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@adchia adchia commented May 9, 2022

What this PR does / why we need it:
If a feature service depends on a feature view that doesn't have a schema (i.e. relying on feature inference), the feature service does not inherit the inferred schema.

This results in a particularly weird error for FileSources suggesting that pandas dataframes do not have a "persist()" method (like Dask dataframes do)

Which issue(s) this PR fixes:

Fixes #

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/lgtm

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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: adchia, felixwang9817

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…views that have no schema

Signed-off-by: Danny Chiao <danny@tecton.ai>
Signed-off-by: Danny Chiao <danny@tecton.ai>
Signed-off-by: Danny Chiao <danny@tecton.ai>
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codecov-commenter commented May 10, 2022

Codecov Report

Merging #2653 (9443392) into master (1e02066) will increase coverage by 0.19%.
The diff coverage is 100.00%.

@@            Coverage Diff             @@
##           master    #2653      +/-   ##
==========================================
+ Coverage   80.54%   80.73%   +0.19%     
==========================================
  Files         163      163              
  Lines       13815    13963     +148     
==========================================
+ Hits        11127    11273     +146     
- Misses       2688     2690       +2     
Flag Coverage Δ
integrationtests 71.56% <56.66%> (-0.05%) ⬇️
unittests 58.66% <96.66%> (+0.05%) ⬆️

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

Impacted Files Coverage Δ
sdk/python/feast/feature_service.py 93.47% <100.00%> (+0.53%) ⬆️
sdk/python/feast/feature_store.py 89.30% <100.00%> (+0.04%) ⬆️
...n/tests/integration/registration/test_inference.py 100.00% <100.00%> (ø)
sdk/python/tests/utils/online_read_write_test.py 93.54% <0.00%> (-6.46%) ⬇️
.../integration/online_store/test_online_retrieval.py 96.84% <0.00%> (-3.16%) ⬇️
...ython/feast/embedded_go/online_features_service.py 89.65% <0.00%> (-0.87%) ⬇️
.../integration/online_store/test_universal_online.py 95.18% <0.00%> (-0.35%) ⬇️
...ests/integration/e2e/test_python_feature_server.py 100.00% <0.00%> (ø)
...s/integration/registration/test_universal_types.py 99.05% <0.00%> (+0.27%) ⬆️
...ts/integration/feature_repos/repo_configuration.py 89.94% <0.00%> (+0.50%) ⬆️
... and 1 more

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/lgtm

@feast-ci-bot feast-ci-bot merged commit 87c194c into feast-dev:master May 10, 2022
@adchia adchia deleted the fixFeatureServices branch May 10, 2022 23:21
achals pushed a commit that referenced this pull request May 13, 2022
# [0.21.0](v0.20.0...v0.21.0) (2022-05-13)

### Bug Fixes

* Addresses ZeroDivisionError when materializing file source with same timestamps ([#2551](#2551)) ([1e398d9](1e398d9))
* Asynchronously refresh registry for the feast ui command ([#2672](#2672)) ([1b09ca2](1b09ca2))
* Build platform specific python packages with ci-build-wheel ([#2555](#2555)) ([b10a4cf](b10a4cf))
* Delete data sources from registry when using the diffing logic ([#2669](#2669)) ([fc00ca8](fc00ca8))
* Enforce kw args featureservice ([#2575](#2575)) ([160d7b7](160d7b7))
* Enforce kw args in datasources ([#2567](#2567)) ([0b7ec53](0b7ec53))
* Feature logging to Redshift is broken ([#2655](#2655)) ([479cd51](479cd51))
* Feature service to templates ([#2649](#2649)) ([1e02066](1e02066))
* Feature with timestamp type is incorrectly interpreted by Go FS ([#2588](#2588)) ([e3d9588](e3d9588))
* Fix `__hash__` methods ([#2556](#2556)) ([ebb7dfe](ebb7dfe))
* Fix AWS bootstrap template ([#2604](#2604)) ([c94a69c](c94a69c))
* Fix broken proto conversion methods for data sources ([#2603](#2603)) ([00ed65a](00ed65a))
* Fix case where on demand feature view tab is broken if no custom tabs are passed.  ([#2682](#2682)) ([01d3568](01d3568))
* Fix DynamoDB fetches when there are entities that are not found ([#2573](#2573)) ([7076fe0](7076fe0))
* Fix Feast UI parser to work with new APIs ([#2668](#2668)) ([8d76751](8d76751))
* Fix java server after odfv update ([#2602](#2602)) ([0ca6297](0ca6297))
* Fix materialization with ttl=0 bug ([#2666](#2666)) ([ab78702](ab78702))
* Fix push sources and add docs / tests pushing via the python feature server ([#2561](#2561)) ([e8e418e](e8e418e))
* Fixed data mapping errors for Snowflake ([#2558](#2558)) ([53c2ce2](53c2ce2))
* Forcing ODFV udfs to be __main__ module and fixing false positive duplicate data source warning ([#2677](#2677)) ([2ce33cd](2ce33cd))
* Include the ui/build directory, and remove package data ([#2681](#2681)) ([0384f5f](0384f5f))
* Infer features for feature services when they depend on feature views without schemas ([#2653](#2653)) ([87c194c](87c194c))
* Pin dependencies to nearest major version ([#2647](#2647)) ([bb72b7c](bb72b7c))
* Pin pip<22.1 to get around breaking change in pip==22.1 ([#2678](#2678)) ([d3e01bc](d3e01bc))
* Punt deprecation warnings and clean up some warnings. ([#2670](#2670)) ([f775d2e](f775d2e))
* Reject undefined features when using `get_historical_features` or `get_online_features` ([#2665](#2665)) ([36849fb](36849fb))
* Remove ci extra from the feature transformation server dockerfile ([#2618](#2618)) ([25613b4](25613b4))
* Remove incorrect call to logging.basicConfig ([#2676](#2676)) ([8cbf51c](8cbf51c))
* Small typo in CLI ([#2578](#2578)) ([f372981](f372981))
* Switch from `join_key` to `join_keys` in tests and docs ([#2580](#2580)) ([d66c931](d66c931))
* Teardown trino container correctly after tests ([#2562](#2562)) ([72f1558](72f1558))
* Update build_go_protos to use a consistent python path ([#2550](#2550)) ([f136f8c](f136f8c))
* Update data source timestamp inference error message to make sense ([#2636](#2636)) ([3eaf6b7](3eaf6b7))
* Update field api to add tag parameter corresponding to labels in Feature. ([#2610](#2610)) ([689d20b](689d20b))
* Update java integration tests and add more logging ([#2637](#2637)) ([10e23b4](10e23b4))
* Update on demand feature view api ([#2587](#2587)) ([38cd7f9](38cd7f9))
* Update RedisCluster to use redis-py official implementation ([#2554](#2554)) ([ce5606f](ce5606f))
* Use cwd when getting module path ([#2577](#2577)) ([b550e59](b550e59))
* Use ParquetDataset for Schema Inference ([#2686](#2686)) ([4f85e3e](4f85e3e))
* Use timestamp type when converting unixtimestamp feature type to arrow ([#2593](#2593)) ([c439611](c439611))

### Features

* Add hbase online store support in feast ([#2590](#2590)) ([c9eda79](c9eda79))
* Adding SSL options for Postgres ([#2644](#2644)) ([0e809c2](0e809c2))
* Allow Feast UI to be spun up with CLI command: feast ui ([#2667](#2667)) ([44ca9f5](44ca9f5))
* Allow to pass secrets and environment variables to transformation service ([#2632](#2632)) ([ffa33ad](ffa33ad))
* CLI command 'feast serve' should start go-based server if flag is enabled ([#2617](#2617)) ([f3ff812](f3ff812))
* Create stream and batch feature view abstractions ([#2559](#2559)) ([d1f76e5](d1f76e5))
* Postgres supported as Registry, Online store, and Offline store ([#2401](#2401)) ([ed2f979](ed2f979))
* Support entity fields in feature view `schema` parameter by dropping them ([#2568](#2568)) ([c8fcc35](c8fcc35))
* Write logged features to an offline store (Python API) ([#2574](#2574)) ([134dc5f](134dc5f))
* Write logged features to Offline Store (Go - Python integration) ([#2621](#2621)) ([ccad832](ccad832))

### Reverts

* Revert "chore: Deprecate value type (#2611)" (#2643) ([4fbdfb1](4fbdfb1)), closes [#2611](#2611) [#2643](#2643)
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