def test_numpy_dict(self):
obj = dict(t=1, j=numpy.array([[0, 1], [1, 2], [3, 5]]))
js = json_dumps(obj)
obj2 = json_loads(js)
self.assertIsInstance(obj2, dict)
self.assertIn('j', obj2)
self.assertEqualArray(obj['j'], obj2['j'])
def test_dummy_error(self):
fLOG(
__file__,
self._testMethodName,
OutputPrint=__name__ == "__main__")
bodyin = json_dumps({'X': [0.1, 0.2, 0.3]})
body = self.simulate_post('/', body=bodyin)
self.assertEqual(body.status, falcon.HTTP_400)
d = json_loads(body.content)
self.assertIn('Unable to predict', d['title'])
self.assertIn('X has 3 features per sample; expecting 2', d['title'])
self.assertIn('.py', d['description'])
def test_dummy_app(self):
fLOG(
__file__,
self._testMethodName,
OutputPrint=__name__ == "__main__")
bodyin = json_dumps({'X': [0.1, 0.2]})
body = self.simulate_post('/', body=bodyin)
self.assertEqual(body.status, falcon.HTTP_201)
d = json_loads(body.content)
self.assertTrue('Y' in d)
self.assertIsInstance(d['Y'], (list, numpy.ndarray))
self.assertEqual(len(d['Y']), 1)
self.assertEqual(len(d['Y'][0]), 3)
def test_dummy_app_auth(self):
client = self.get_client_api()
bodyin = json_dumps({'X': [0.1, 0.2]})
body = client.simulate_post('/', body=bodyin, protocol='http')
self.assertIn("HTTPS Required", str(body.content))
self.assertEqual(body.status, falcon.HTTP_400)
body = client.simulate_post('/', body=bodyin, protocol='https')
self.assertIn("Missing Authorization Header", str(body.content))
self.assertEqual(body.status, falcon.HTTP_401)
zoo = base64.b64encode("me:dummy".encode('utf-8')).decode('utf-8')
body = client.simulate_post(path='/',
body=bodyin,
protocol='https',
headers=dict(Authorization="Basic " + zoo))
self.assertIn(body.status, (falcon.HTTP_200, falcon.HTTP_201))
d = json_loads(body.content)
self.assertTrue('Y' in d)
self.assertIsInstance(d['Y'], (list, numpy.ndarray))
self.assertEqual(len(d['Y']), 1)
self.assertEqual(len(d['Y'][0]), 3)
def test_dummy_app_logging_nosecret(self):
temp = get_temp_folder(__file__, 'temp_dummy_app_logging_nosecret')
self.app = dummy_application(secret=None, folder=temp)
bodyin = json_dumps({'X': [0.1, 0.2]})
result = self.simulate_post('/', body=bodyin)
self.assertEqual(result.status, falcon.HTTP_201)
d = json_loads(result.content)
self.assertTrue('Y' in d)
self.assertIsInstance(d['Y'], (list, numpy.ndarray))
self.assertEqual(len(d['Y']), 1)
self.assertEqual(len(d['Y'][0]), 3)
res = list(enumerate_parsed_logs(temp, secret=None))
self.assertEqual(len(res), 2)
for r in res:
self.assertIn('dt', r)
self.assertIn('code', r)
self.assertIn('data', r)
for _ in range(0, 10):
result = self.simulate_post('/', body=bodyin)
self.assertEqual(result.status, falcon.HTTP_201)
def test_dummy_error(self):
client = self.get_client_api()
bodyin = json_dumps({'X': [0.1, 0.2, 0.3]})
body = client.simulate_request(path='/',
method="POST",
body=bodyin,
protocol='http')
self.assertIn("HTTPS Required", str(body.content))
body = client.simulate_post('/', body=bodyin, protocol='https')
self.assertIn("Missing Authorization Header", str(body.content))
self.assertEqual(body.status, falcon.HTTP_401)
zoo = base64.b64encode("me:dummy".encode('utf-8')).decode('utf-8')
body = client.simulate_post('/',
body=bodyin,
protocol='https',
headers=dict(Authorization="Basic " + zoo))
self.assertEqual(body.status, falcon.HTTP_400)
d = json_loads(body.content)
self.assertIn('Unable to predict', d['title'])
self.assertIn('X has 3 features per sample; expecting 2', d['title'])
self.assertIn('.py', d['description'])
def test_numpy(self):
obj = numpy.array([[0, 1], [1, 2], [3, 5]])
js = json_dumps(obj)
obj2 = json_loads(js)
self.assertEqualArray(obj, obj2)
def test_dict(self):
obj = dict(a=1, b='g')
js = json_dumps(obj)
obj2 = json_loads(js)
self.assertEqual(obj, obj2)