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can't retrieve specific field from feature service  #3075

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Description

@jungyuneum

Expected Behavior

from driver_ratings_feature_view import driver_ratings_fv
from driver_trips_feature_view import driver_stats_fv

driver_stats_fs = FeatureService(
    name="driver_activity",
    features=[driver_stats_fv, driver_ratings_fv[["lifetime_rating"]]]
)

If I define my feature service as above,
it should return all fields of driver_stats_fv and lifetime_rating field from driver_ratings_fv.

Current Behavior

I get all fields defined in feature views even though I specify a certain field.
Could you please check if this is the right behavior of feature service?

Specifications

  • Version: feast 0.23.1
  • Platform: Python3.8
  • Subsystem:

Activity

  1. felixwang9817 commented on Aug 12, 2022

    @felixwang9817
    Collaborator

    hey @jungyuneum thanks for reporting this bug! could you share your full feature repo (specifically, the definitions of driver_ratings_fv and driver_stats_fv) so we can repro this issue?

  2. felixwang9817 commented on Aug 15, 2022

    @felixwang9817
    Collaborator

    quick update here: managed to repro this issue and should be able to get a fix out soon!

  3. jungyuneum commented on Aug 16, 2022

    @jungyuneum
    Author

    Hi @felixwang9817 I just checked this comment. Really need to get this fixed 👍 Thank you so much!

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