def test_image_input_http_request_malformatted_input_missing_image_file():
test_image_input = ImageInput(input_names=("my_image",))
request = mock.MagicMock(spec=flask.Request)
request.method = "POST"
request.files = {}
request.headers = {}
request.get_data.return_value = None
with pytest.raises(BadInput) as e:
test_image_input.handle_request(request, predict)
assert "unexpected HTTP request format" in str(e.value)
def test_image_input_http_request_post_binary(img_file):
test_image_input = ImageInput()
request = mock.MagicMock(spec=flask.Request)
request.method = "POST"
request.files = {}
request.headers = {}
request.get_data.return_value = open(str(img_file), 'rb')
response = test_image_input.handle_request(request, predict)
assert response.status_code == 200
assert "[10, 10, 3]" in str(response.response)
def test_image_input_http_request_single_image_different_name(img_file):
test_image_input = ImageInput(input_names=("my_image",))
request = mock.MagicMock(spec=flask.Request)
file_attr = {
'filename': 'test_img.png',
'read.return_value': open(str(img_file), 'rb').read(),
}
file = mock.Mock(**file_attr)
request.method = "POST"
request.files = {"a_differnt_name_used": file}
request.headers = {}
request.get_data.return_value = None
response = test_image_input.handle_request(request, predict)
assert response.status_code == 200
assert "[10, 10, 3]" in str(response.response)