from .helpers import request_with_validation def drop_collection(collection_name='test_collection'): response = request_with_validation( api='/collections/{collection_name}', method="DELETE", path_params={'collection_name': collection_name}, ) assert response.ok def basic_collection_setup(collection_name='test_collection', on_disk_payload=False): response = request_with_validation( api='/collections/{collection_name}', method="DELETE", path_params={'collection_name': collection_name}, ) assert response.ok response = request_with_validation( api='/collections/{collection_name}', method="PUT", path_params={'collection_name': collection_name}, body={ "vectors": { "size": 4, "distance": "Dot" }, "on_disk_payload": on_disk_payload } ) assert response.ok response = request_with_validation( api='/collections/{collection_name}', method="GET", path_params={'collection_name': collection_name}, ) assert response.ok response = request_with_validation( api='/collections/{collection_name}/points', method="PUT", path_params={'collection_name': collection_name}, query_params={'wait': 'true'}, body={ "points": [ { "id": 1, "vector": [0.05, 0.61, 0.76, 0.74], "payload": {"city": "Berlin"} }, { "id": 2, "vector": [0.19, 0.81, 0.75, 0.11], "payload": {"city": ["Berlin", "London"]} }, { "id": 3, "vector": [0.36, 0.55, 0.47, 0.94], "payload": {"city": ["Berlin", "Moscow"]} }, { "id": 4, "vector": [0.18, 0.01, 0.85, 0.80], "payload": {"city": ["London", "Moscow"]} }, { "id": 5, "vector": [0.24, 0.18, 0.22, 0.44], "payload": {"count": 0} }, { "id": 6, "vector": [0.35, 0.08, 0.11, 0.44] } ] } ) assert response.ok def multivec_collection_setup(collection_name='test_collection', on_disk_payload=False): response = request_with_validation( api='/collections/{collection_name}', method="DELETE", path_params={'collection_name': collection_name}, ) assert response.ok response = request_with_validation( api='/collections/{collection_name}', method="PUT", path_params={'collection_name': collection_name}, body={ "vectors": { "image": { "size": 4, "distance": "Dot" }, "text": { "size": 8, "distance": "Cosine" } }, "on_disk_payload": on_disk_payload } ) assert response.ok response = request_with_validation( api='/collections/{collection_name}', method="GET", path_params={'collection_name': collection_name}, ) assert response.ok response = request_with_validation( api='/collections/{collection_name}/points', method="PUT", path_params={'collection_name': collection_name}, query_params={'wait': 'true'}, body={ "points": [ { "id": 1, "vector": { "image": [0.05, 0.61, 0.76, 0.74], "text": [0.05, 0.61, 0.76, 0.74, 0.05, 0.61, 0.76, 0.74], }, "payload": {"city": "Berlin"} }, { "id": 2, "vector": { "image": [0.19, 0.81, 0.75, 0.11], "text": [0.19, 0.81, 0.75, 0.11, 0.19, 0.81, 0.75, 0.11], }, "payload": {"city": ["Berlin", "London"]} }, { "id": 3, "vector": { "image": [0.36, 0.55, 0.47, 0.94], "text": [0.36, 0.55, 0.47, 0.94, 0.36, 0.55, 0.47, 0.94], }, "payload": {"city": ["Berlin", "Moscow"]} }, { "id": 4, "vector": { "image": [0.18, 0.01, 0.85, 0.80], "text": [0.18, 0.01, 0.85, 0.80, 0.18, 0.01, 0.85, 0.80], }, "payload": {"city": ["London", "Moscow"]} }, { "id": 5, "vector": { "image": [0.24, 0.18, 0.22, 0.44], "text": [0.24, 0.18, 0.22, 0.44, 0.24, 0.18, 0.22, 0.44], }, "payload": {"count": 0} }, { "id": 6, "vector": { "image": [0.35, 0.08, 0.11, 0.44], "text": [0.35, 0.08, 0.11, 0.44, 0.35, 0.08, 0.11, 0.44], } } ] } ) assert response.ok