def test_endpoint_individually()

in dynalab/tasks/task_io.py [0:0]

• 19 lines of code
• 3 McCabe index (conditional complexity)

    def test_endpoint_individually(self, endpoint_url):
        mock_datapoints, _ = self.get_mock_data()
        N = len(mock_datapoints)
        for i, data in enumerate(mock_datapoints):
            print(f"Test data {i+1} / {N}")
            print("Test input data: ", data)
            r = requests.post(
                endpoint_url,
                data=json.dumps(data),
                headers={"Content-Type": "application/json"},
            )
            try:
                r.raise_for_status()
            except requests.exceptions.HTTPError as e:
                print("Inference failed")
                raise RuntimeError(f"Inference failed: {e}")
            else:
                print("Your model response: ", r.text)
                self.verify_response(r.json(), data)