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58 lines
2.3 KiB
Python
58 lines
2.3 KiB
Python
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from unittest.mock import patch
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import pytest
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from tenacity import wait_none
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from haystack.errors import OpenAIError, OpenAIRateLimitError, OpenAIUnauthorizedError
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from haystack.utils.openai_utils import openai_request
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@pytest.mark.unit
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@patch("haystack.utils.openai_utils.requests")
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def test_openai_request_retries_generic_error(mock_requests):
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mock_requests.request.return_value.status_code = 418
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with pytest.raises(OpenAIError):
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# We need to use a custom wait amount otherwise the test would take forever to run
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# as the original wait time is exponential
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openai_request.retry_with(wait=wait_none())(url="some_url", headers={}, payload={}, read_response=False)
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assert mock_requests.request.call_count == 5
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@pytest.mark.unit
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@patch("haystack.utils.openai_utils.requests")
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def test_openai_request_retries_on_rate_limit_error(mock_requests):
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mock_requests.request.return_value.status_code = 429
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with pytest.raises(OpenAIRateLimitError):
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# We need to use a custom wait amount otherwise the test would take forever to run
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# as the original wait time is exponential
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openai_request.retry_with(wait=wait_none())(url="some_url", headers={}, payload={}, read_response=False)
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assert mock_requests.request.call_count == 5
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@pytest.mark.unit
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@patch("haystack.utils.openai_utils.requests")
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def test_openai_request_does_not_retry_on_unauthorized_error(mock_requests):
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mock_requests.request.return_value.status_code = 401
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with pytest.raises(OpenAIUnauthorizedError):
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# We need to use a custom wait amount otherwise the test would take forever to run
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# as the original wait time is exponential
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openai_request.retry_with(wait=wait_none())(url="some_url", headers={}, payload={}, read_response=False)
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assert mock_requests.request.call_count == 1
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@pytest.mark.unit
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@patch("haystack.utils.openai_utils.requests")
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def test_openai_request_does_not_retry_on_success(mock_requests):
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mock_requests.request.return_value.status_code = 200
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# We need to use a custom wait amount otherwise the test would take forever to run
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# as the original wait time is exponential
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openai_request.retry_with(wait=wait_none())(url="some_url", headers={}, payload={}, read_response=False)
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assert mock_requests.request.call_count == 1
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