Title: Feature services do not use specified features correctly · Issue #2767 · feast-dev/feast · GitHub
Open Graph Title: Feature services do not use specified features correctly · Issue #2767 · feast-dev/feast
X Title: Feature services do not use specified features correctly · Issue #2767 · feast-dev/feast
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", ...
Open Graph 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"]) feat...
X 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=[...
Opengraph URL: https://github.com/feast-dev/feast/issues/2767
X: @github
Domain: github.com
{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"Feature services do not use specified features correctly ","articleBody":"## Expected Behavior \r\n\r\nGiven a minimal example:\r\n\r\n```\r\nfile_source = prep_file_source(df=simple_dataset_1, timestamp_field=\"ts_1\") as file_source:\r\nentity1 = Entity(name=\"test1\", join_keys=[\"id_join_key\"])\r\nfeature_view_1 = FeatureView(\r\n name=\"test1\", entities=[entity1], source=file_source,\r\n)\r\nfeature_service = FeatureService(name=\"fs_1\", features=[feature_view_1[[\"string_col\"]]])\r\n```\r\n\r\nThe feature service should only contain a single feature, `string_col`. \r\n\r\n## Current Behavior\r\nThe feature service should contains all the features for the feature view.\r\n\r\n## Steps to reproduce\r\n\r\n`test_update_feature_services_with_inferred_features` exhibits this behaviour \r\n\r\n\r\nThanks to the bugreport: https://tectonfeast.slack.com/archives/C01MSKCMB37/p1653998863644589","author":{"url":"https://github.com/achals","@type":"Person","name":"achals"},"datePublished":"2022-06-07T20:38:26.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":0},"url":"https://github.com/2767/feast/issues/2767"}
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| og:image:alt | 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"]) feat... |
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