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Fix multi-keyed feature in anchor (direct purview) #676

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Merged
blrchen merged 2 commits into from
Sep 22, 2022
Merged

Fix multi-keyed feature in anchor (direct purview) #676

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1ead262
Fix multi-keyed feature in anchor (direct purview)
YihuiGuo Sep 16, 2022
8e19a0e
Rename variable.
YihuiGuo Sep 17, 2022
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20 changes: 15 additions & 5 deletions feathr_project/feathr/registry/_feature_registry_purview.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1396,11 +1396,21 @@ def _get_features_by_guid_or_entities(self, guid_list, entity_list) -> List[Feat
raise RuntimeError("Number of `feature_entities` is less than provided GUID list for search. The project might be broken.")

feature_list=[]
key_list = []
for feature_entity in feature_entities:
first_key = feature_entity["attributes"]["key"][0]
key_list = [TypedKey(key_column=first_key["keyColumn"], key_column_type=first_key["keyColumnType"], full_name=first_key["fullName"], description=first_key["description"], key_column_alias=first_key["keyColumnAlias"])]


'''
The assumption here is , a feture could have multiple keys, and features inside an anchor should share the same set of keys.
So we will take any one of the feature, extract its keys , dedup them by full name, and use them to generate the key list.
'''
first_feature_keys = feature_entities[0]["attributes"]["key"]
deduped_keys = dict()
for key in first_feature_keys:
if key['fullName'] not in deduped_keys:
deduped_keys.setdefault(key['fullName'],key)
key_list = [
TypedKey(key_column=key["keyColumn"], key_column_type=key["keyColumnType"], full_name=key["fullName"], description=key["description"], key_column_alias=key["keyColumnAlias"])\
for key in list(deduped_keys.values())
]
for feature_entity in feature_entities:
# after get keys, put them in features
feature_list.append(Feature(name=feature_entity["attributes"]["name"],
feature_type=self._get_feature_type_from_hocon(feature_entity["attributes"]["type"]), # stored as a hocon string, can be parsed using pyhocon
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