api/tests.py

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# to you under the Apache License, Version 2.0 (the
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from django.test import TestCase
from rest_framework.test import APIClient

test_data = {
    "age": 22,
    "sex": "female",
    "job": 2,
    "housing": "own",
    "credit_amount": 5951,
    "duration": 48,
    "purpose": "radio/TV"
}

expected_output = 'bad'


class AlgorithmTests(TestCase):
    def test_predict_view(self):
        client = APIClient()

        classifier_url = "/api/v1/algorithms/predict?classifier=RandomForestClassifier&version=0.0.1"
        response = client.post(classifier_url, test_data, format='json')
        self.assertEqual(response.status_code, 200)
        self.assertEqual(response.data["label"], expected_output)
        self.assertTrue("request_id" in response.data)