mirror of
https://github.com/deepset-ai/haystack.git
synced 2025-08-01 21:28:50 +00:00
f12e5a0127
* Fix missing error in openai_request retry strategy * Correctly handle OpenAIUnauthorizedError Co-authored-by: bogdankostic <bogdankostic@web.de> --------- Co-authored-by: bogdankostic <bogdankostic@web.de>
58 lines
2.3 KiB
Python
58 lines
2.3 KiB
Python
from unittest.mock import patch
|
|
|
|
import pytest
|
|
from tenacity import wait_none
|
|
|
|
from haystack.errors import OpenAIError, OpenAIRateLimitError, OpenAIUnauthorizedError
|
|
from haystack.utils.openai_utils import openai_request
|
|
|
|
|
|
@pytest.mark.unit
|
|
@patch("haystack.utils.openai_utils.requests")
|
|
def test_openai_request_retries_generic_error(mock_requests):
|
|
mock_requests.request.return_value.status_code = 418
|
|
|
|
with pytest.raises(OpenAIError):
|
|
# We need to use a custom wait amount otherwise the test would take forever to run
|
|
# as the original wait time is exponential
|
|
openai_request.retry_with(wait=wait_none())(url="some_url", headers={}, payload={}, read_response=False)
|
|
|
|
assert mock_requests.request.call_count == 5
|
|
|
|
|
|
@pytest.mark.unit
|
|
@patch("haystack.utils.openai_utils.requests")
|
|
def test_openai_request_retries_on_rate_limit_error(mock_requests):
|
|
mock_requests.request.return_value.status_code = 429
|
|
|
|
with pytest.raises(OpenAIRateLimitError):
|
|
# We need to use a custom wait amount otherwise the test would take forever to run
|
|
# as the original wait time is exponential
|
|
openai_request.retry_with(wait=wait_none())(url="some_url", headers={}, payload={}, read_response=False)
|
|
|
|
assert mock_requests.request.call_count == 5
|
|
|
|
|
|
@pytest.mark.unit
|
|
@patch("haystack.utils.openai_utils.requests")
|
|
def test_openai_request_does_not_retry_on_unauthorized_error(mock_requests):
|
|
mock_requests.request.return_value.status_code = 401
|
|
|
|
with pytest.raises(OpenAIUnauthorizedError):
|
|
# We need to use a custom wait amount otherwise the test would take forever to run
|
|
# as the original wait time is exponential
|
|
openai_request.retry_with(wait=wait_none())(url="some_url", headers={}, payload={}, read_response=False)
|
|
|
|
assert mock_requests.request.call_count == 1
|
|
|
|
|
|
@pytest.mark.unit
|
|
@patch("haystack.utils.openai_utils.requests")
|
|
def test_openai_request_does_not_retry_on_success(mock_requests):
|
|
mock_requests.request.return_value.status_code = 200
|
|
# We need to use a custom wait amount otherwise the test would take forever to run
|
|
# as the original wait time is exponential
|
|
openai_request.retry_with(wait=wait_none())(url="some_url", headers={}, payload={}, read_response=False)
|
|
|
|
assert mock_requests.request.call_count == 1
|