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feat: Qdrant online store add retrieve_online_documents_v2 #5211

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6b7c98a
feat: qdrant add `retrieve_online_documents_v2`
YassinNouh21 Apr 2, 2025
c1ef109
formatting
YassinNouh21 Apr 2, 2025
660fe50
feat: add Qdrant online store support and retrieval tests
YassinNouh21 Apr 2, 2025
519aa9f
Merge master and fix conflicts in Qdrant online store implementation
YassinNouh21 Apr 5, 2025
3a4d4e0
Fix Qdrant entity key handling in online store implementation
YassinNouh21 Apr 5, 2025
e4e0383
Fix entity key deserialization in Qdrant online store
YassinNouh21 Apr 5, 2025
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Fix entity key deserialization in Qdrant online store
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@YassinNouh21
YassinNouh21 committed Apr 5, 2025
commit e4e0383db330de12bc11b2b289b4a1a24809d4ab
27 changes: 19 additions & 8 deletions sdk/python/feast/infra/online_stores/qdrant_online_store/qdrant.py
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Original file line number Diff line number Diff line change
Expand Up @@ -349,16 +349,27 @@ def retrieve_online_documents(
else point.vector
)

# Instead of using _build_retrieve_online_document_record directly, handle the deserialization ourselves
# to have more control over the process
entity_key_bin = base64.b64decode(entity_key_str)
entity_key_proto = deserialize_entity_key(
entity_key_bin,
entity_key_serialization_version=config.entity_key_serialization_version,
)

feature_value_proto = ValueProto()
feature_value_proto.ParseFromString(base64.b64decode(feature_value))

vector_proto = ValueProto()
vector_proto.float_list_val.val.extend(json.loads(vector_value))

distance_proto = ValueProto()
distance_proto.double_val = distance

result.append(
_build_retrieve_online_document_record(
entity_key_str,
base64.b64decode(feature_value),
vector_value,
distance,
timestamp,
config.entity_key_serialization_version,
)
(timestamp, entity_key_proto, feature_value_proto, vector_proto, distance_proto)
)

return result

def retrieve_online_documents_v2(
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