Feature services do not use specified features correctly #2767
Description
Expected Behavior
Given a minimal example:
file_source = prep_file_source(df=simple_dataset_1, timestamp_field="ts_1") as file_source:
entity1 = Entity(name="test1", join_keys=["id_join_key"])
feature_view_1 = FeatureView(
name="test1", entities=[entity1], source=file_source,
)
feature_service = FeatureService(name="fs_1", features=[feature_view_1[["string_col"]]])
The feature service should only contain a single feature, string_col.
Current Behavior
The feature service should contains all the features for the feature view.
Steps to reproduce
test_update_feature_services_with_inferred_features exhibits this behaviour
Thanks to the bugreport: https://tectonfeast.slack.com/archives/C01MSKCMB37/p1653998863644589