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129 lines
4.4 KiB
Python
129 lines
4.4 KiB
Python
import sys
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import unittest
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from deepface.commons import constant
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from deepface.commons.logger import Logger
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# api is not available under deepface import
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sys.path.insert(1, f"{constant.ROOT_DIR}/api/src")
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# pylint: disable=wrong-import-order, wrong-import-position
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from app import create_app
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logger = Logger("tests/test_api.py")
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class TestVerifyEndpoint(unittest.TestCase):
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def setUp(self):
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app = create_app()
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app.config["DEBUG"] = True
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app.config["TESTING"] = True
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self.app = app.test_client()
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def test_tp_verify(self):
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data = {
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"img1_path": "dataset/img1.jpg",
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"img2_path": "dataset/img2.jpg",
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}
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response = self.app.post("/verify", json=data)
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assert response.status_code == 200
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result = response.json
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logger.debug(result)
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assert result.get("verified") is not None
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assert result.get("model") is not None
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assert result.get("similarity_metric") is not None
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assert result.get("detector_backend") is not None
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assert result.get("distance") is not None
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assert result.get("threshold") is not None
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assert result.get("facial_areas") is not None
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assert result.get("verified") is True
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logger.info("✅ true-positive verification api test is done")
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def test_tn_verify(self):
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data = {
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"img1_path": "dataset/img1.jpg",
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"img2_path": "dataset/img2.jpg",
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}
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response = self.app.post("/verify", json=data)
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assert response.status_code == 200
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result = response.json
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logger.debug(result)
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assert result.get("verified") is not None
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assert result.get("model") is not None
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assert result.get("similarity_metric") is not None
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assert result.get("detector_backend") is not None
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assert result.get("distance") is not None
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assert result.get("threshold") is not None
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assert result.get("facial_areas") is not None
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assert result.get("verified") is True
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logger.info("✅ true-negative verification api test is done")
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def test_represent(self):
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data = {
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"img": "dataset/img1.jpg",
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}
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response = self.app.post("/represent", json=data)
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assert response.status_code == 200
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result = response.json
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logger.debug(result)
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assert result.get("results") is not None
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assert isinstance(result["results"], list) is True
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assert len(result["results"]) > 0
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for i in result["results"]:
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assert i.get("embedding") is not None
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assert isinstance(i.get("embedding"), list) is True
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assert len(i.get("embedding")) == 4096
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assert i.get("face_confidence") is not None
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assert i.get("facial_area") is not None
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logger.info("✅ representation api test is done")
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def test_analyze(self):
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data = {
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"img": "dataset/img1.jpg",
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}
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response = self.app.post("/analyze", json=data)
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assert response.status_code == 200
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result = response.json
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logger.debug(result)
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assert result.get("results") is not None
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assert isinstance(result["results"], list) is True
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assert len(result["results"]) > 0
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for i in result["results"]:
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assert i.get("age") is not None
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assert isinstance(i.get("age"), (int, float))
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assert i.get("dominant_gender") is not None
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assert i.get("dominant_gender") in ["Man", "Woman"]
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assert i.get("dominant_emotion") is not None
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assert i.get("dominant_race") is not None
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logger.info("✅ analyze api test is done")
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def test_invalid_verify(self):
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data = {
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"img1_path": "dataset/invalid_1.jpg",
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"img2_path": "dataset/invalid_2.jpg",
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}
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response = self.app.post("/verify", json=data)
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assert response.status_code == 400
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logger.info("✅ invalid verification request api test is done")
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def test_invalid_represent(self):
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data = {
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"img": "dataset/invalid_1.jpg",
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}
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response = self.app.post("/represent", json=data)
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assert response.status_code == 400
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logger.info("✅ invalid represent request api test is done")
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def test_invalid_analyze(self):
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data = {
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"img": "dataset/invalid.jpg",
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}
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response = self.app.post("/analyze", json=data)
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assert response.status_code == 400
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