fix: Update on demand feature view api #2587

kevjumba · 2022-04-21T00:48:18Z

What this PR does / why we need it:

Which issue(s) this PR fixes:

Fixes #

Signed-off-by: Kevin Zhang <[email protected]>

codecov-commenter · 2022-04-21T01:10:15Z

Codecov Report

Merging #2587 (99e0cf5) into master (ed2f979) will decrease coverage by 0.17%.
The diff coverage is 66.30%.

@@            Coverage Diff             @@
##           master    #2587      +/-   ##
==========================================
- Coverage   82.35%   82.18%   -0.18%     
==========================================
  Files         154      155       +1     
  Lines       12735    12854     +119     
==========================================
+ Hits        10488    10564      +76     
- Misses       2247     2290      +43

Flag	Coverage Δ
integrationtests	`72.11% <34.78%> (-0.89%)`	⬇️
unittests	`60.11% <53.26%> (+0.28%)`	⬆️

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

Impacted Files	Coverage Δ
...n/tests/integration/registration/test_inference.py	`100.00% <ø> (ø)`
...on/tests/integration/registration/test_registry.py	`95.87% <ø> (ø)`
sdk/python/feast/on_demand_feature_view.py	`81.42% <54.76%> (-4.80%)`	⬇️
...k/python/tests/unit/test_on_demand_feature_view.py	`68.75% <65.71%> (-6.25%)`	⬇️
sdk/python/feast/__init__.py	`92.00% <100.00%> (+0.69%)`	⬆️
sdk/python/feast/feature_view.py	`87.19% <100.00%> (+0.15%)`	⬆️
...ts/integration/feature_repos/repo_configuration.py	`89.14% <100.00%> (+0.06%)`	⬆️
...tegration/feature_repos/universal/feature_views.py	`81.94% <100.00%> (-1.39%)`	⬇️
...istration/test_universal_odfv_feature_inference.py	`100.00% <100.00%> (ø)`
sdk/python/feast/wait.py	`58.82% <0.00%> (-35.30%)`	⬇️
... and 9 more

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Signed-off-by: Kevin Zhang <[email protected]>

achals · 2022-04-21T18:59:58Z

docs/tutorials/validating-historical-features.md

@@ -134,7 +134,7 @@ taxi_entity = Entity(name='taxi', join_keys=['taxi_id'])


 ```python
-trips_stats_fv = FeatureView(
+trips_stats_fv = BaseFeatureView(


This is wrong, docs/user facing stuff should never refer to BaseFeatureView.

Ah thanks for the catch

achals · 2022-04-21T19:00:10Z

examples/java-demo/feature_repo/driver_repo.py


 driver_hourly_stats = FileSource(
    path="data/driver_stats_with_string.parquet",
    timestamp_field="event_timestamp",
    created_timestamp_column="created",
 )
 driver = Entity(name="driver_id", value_type=ValueType.INT64, description="driver id",)
-driver_hourly_stats_view = FeatureView(
+driver_hourly_stats_view = BaseFeatureView(


achals · 2022-04-21T19:01:28Z

sdk/python/feast/on_demand_feature_view.py

        self,
        *args,
        name: Optional[str] = None,
        features: Optional[List[Feature]] = None,
        sources: Optional[
-            Dict[str, Union[FeatureView, FeatureViewProjection, RequestSource]]
+            List[Union[BatchFeatureView, StreamFeatureView, RequestSource]]


We should probably continue to support FeatureViewProjection I think

Signed-off-by: Kevin Zhang <[email protected]>

sdk/python/feast/on_demand_feature_view.py

achals · 2022-04-22T17:27:19Z

sdk/python/feast/on_demand_feature_view.py

+                elif isinstance(source, FeatureViewProjection):
+                    _sources.append(
+                        BatchFeatureView(name=source.name, schema=source.features,)
+                    )


Hmmm I'm not sure exactly how projections are being used today, but i think it makes to continue to support them.

Oh I didn't push my changes I think, I updated this.

Signed-off-by: Kevin Zhang <[email protected]>

achals

/lgtm

achals · 2022-04-22T19:55:06Z

sdk/python/tests/integration/registration/test_registry.py

@@ -287,7 +287,7 @@ def odfv1(feature_df: pd.DataFrame) -> pd.DataFrame:
            Feature(name="odfv1_my_feature_1", dtype=ValueType.FLOAT),
            Feature(name="odfv1_my_feature_2", dtype=ValueType.INT32),
        ],
-        sources={"request_source": request_source},
+        sources=[request_source],


Do we have a test that tests the Dict[str, Source] version to make sure that the changes are backwards compatibile?

achals · 2022-04-22T19:55:56Z

sdk/python/tests/unit/test_on_demand_feature_view.py

+    with pytest.warns(DeprecationWarning):
+
+        @on_demand_feature_view(
+            inputs={"date_request": date_request},


oh hah never mind, you have this test. Love it.

feast-ci-bot · 2022-04-22T19:56:08Z

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# [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)

kevjumba added 3 commits April 20, 2022 16:31

Migrate over

3235ce3

Signed-off-by: Kevin Zhang <[email protected]>

Fix

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Fix

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kevjumba added ok-to-test kind/housekeeping labels Apr 21, 2022

feast-ci-bot added the approved label Apr 21, 2022

kevjumba requested a review from achals April 21, 2022 00:48

feast-ci-bot added the size/L label Apr 21, 2022

kevjumba added 7 commits April 20, 2022 17:50

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temp fix

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kevjumba assigned achals Apr 21, 2022

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kevjumba added 6 commits April 21, 2022 10:28

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feast-ci-bot merged commit 38cd7f9 into feast-dev:master Apr 22, 2022

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fix: Update on demand feature view api #2587

fix: Update on demand feature view api #2587

kevjumba commented Apr 21, 2022

codecov-commenter commented Apr 21, 2022 •

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fix: Update on demand feature view api #2587

fix: Update on demand feature view api #2587

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