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Problems to retrieve online data (get_online_features with Redis) on v.0.28.0: it says the feature view does not exist #3457
A FeatureStore object named "store" is properly instatiated
A Feature Service object named "feature_service" is properly initialized
Expected Behavior
By using the method "get_online_features()", we expect to retrieve data defined in feature_service.
The example uses data from open breast_cancer database, and the method looks like:
which should return (for example) : {'patient_id': [0], 'my_feature': [184.60000610351562]}
Current Behavior
This works as expected with versions 0.27 and below. By changing to feast version 0.28, we started to see an error
feast.errors.FeatureViewNotFoundException: Feature view d does not exist in project feature_repo
Important: the same feature_service is used to retrieve data from the offline store, and this process specifically works as expected.
In other words: "get_historical_features" works as expected, while "get_online_features" not, for the same features as input.
We already tried to use names of Feature Views and Features instead of the Feature Service, but without success.
Steps to reproduce
Using PostgreSQL for Offline Store and Registry, hosted on Azure
Using Azure Cache for Redis for the Online Store
Try to reproduce the same environment and then check if the aforementioned code works on Feast v0.28
Have the same issue when I make a request store.get_online_features() (on Feast >= v0.27.1). The problem is related to adding a cache layer (allow_cache flag)
Using PostgreSQL for Offline and Online Store
Activity
fura95 commentedon Jan 30, 2023
Have the same issue when I make a request
store.get_online_features()(on Feast >= v0.27.1). The problem is related to adding a cache layer (allow_cacheflag)Using PostgreSQL for Offline and Online Store
Crazynovatech commentedon Feb 22, 2023
Is the fix part of any latest release?