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Add vector_search function for pipeline aggregation #30
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c8c30fc
Add vector_search function for pipeline aggregation
Devasy23 a86697a
Added Vector search
Devasy23 df1a373
chore: Add error handling for no match found in face recognition
Devasy23 c3a0f54
Refactor face recognition code to use Facenet512 model for better acc…
Devasy23 c4f777e
chore: Add tests for recognizing faces with no match found
Devasy23 f25d6ea
feat: Add test for vector search functionality
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,36 @@ | ||
import base64 | ||
import logging | ||
from unittest.mock import MagicMock, patch | ||
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import pytest | ||
from fastapi.testclient import TestClient | ||
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from API.database import Database | ||
from API.route import router | ||
from API.utils import init_logging_config | ||
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init_logging_config() | ||
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def test_vector_search(): | ||
mock_result = [ | ||
{ | ||
"Name": "Test1", | ||
"Image": "encoded_string1", | ||
"score": 0.8 | ||
}, | ||
{ | ||
"Name": "Test2", | ||
"Image": "encoded_string2", | ||
"score": 0.7 | ||
} | ||
] | ||
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mock_vector_search = MagicMock(return_value=mock_result) | ||
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with patch("API.database.Database.vector_search", mock_vector_search): | ||
embedding = [0.1, 0.2, 0.3] | ||
result = Database.vector_search("collection_name", embedding) | ||
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assert result == mock_result | ||
mock_vector_search.assert_called_once_with("collection_name", embedding) |
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Consider extracting the query and projection into variables for better readability and maintainability. This practice enhances code clarity and simplifies future modifications.
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Requested changes has been made 🎉
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Requested changes has been made 🎉
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Requested changes has been made 🎉
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Requested changes has been made 🎉
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Requested changes has been made 🎉
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Requested changes has been made 🎉
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Requested changes has been made 🎉
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Requested changes has been made 🎉
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Requested changes has been made 🎉