53 lines
1.1 KiB
Python
53 lines
1.1 KiB
Python
import json
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import logging
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import pytest
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from image_prediction.flask import make_prediction_server
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from image_prediction.utils import get_logger
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logger = get_logger()
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# logger.setLevel(logging.CRITICAL + 1)
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def predict_fn(x: bytes):
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x = int(x.decode())
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if x == 42:
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return True
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else:
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raise RuntimeError("intentional test exception")
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@pytest.fixture
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def server():
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server = make_prediction_server(predict_fn)
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server.config.update({"TESTING": True})
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return server
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@pytest.fixture
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def client(server):
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return server.test_client()
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def test_server_predict_success(client):
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response = client.post("/predict", data="42")
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assert json.loads(response.data)
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def test_server_predict_failure(client):
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response = client.post("/predict", data="13")
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assert response.status_code == 500
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def test_server_health_check(client):
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response = client.get("/ready")
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assert response.status_code == 200
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assert response.json == "OK"
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def test_server_ready_check(client):
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response = client.get("/health")
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assert response.status_code == 200
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assert response.json == "OK"
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