| | |
| | |
| | |
| | from datetime import datetime |
| | from pathlib import Path |
| | from test.tracing.utils import SpyingTracer |
| | from typing import Generator |
| | from unittest.mock import Mock, patch |
| |
|
| | import pytest |
| | from openai.types.chat import ChatCompletion, ChatCompletionMessage |
| | from openai.types.chat.chat_completion import Choice |
| |
|
| | from haystack import tracing |
| | from haystack.testing.test_utils import set_all_seeds |
| |
|
| | set_all_seeds(0) |
| |
|
| | |
| | tracing.disable_tracing() |
| |
|
| |
|
| | @pytest.fixture() |
| | def mock_tokenizer(): |
| | """ |
| | Tokenizes the string by splitting on spaces. |
| | """ |
| | tokenizer = Mock() |
| | tokenizer.encode = lambda text: text.split() |
| | tokenizer.decode = lambda tokens: " ".join(tokens) |
| | return tokenizer |
| |
|
| |
|
| | @pytest.fixture() |
| | def test_files_path(): |
| | return Path(__file__).parent / "test_files" |
| |
|
| |
|
| | @pytest.fixture |
| | def mock_chat_completion(): |
| | """ |
| | Mock the OpenAI API completion response and reuse it for tests |
| | """ |
| | with patch("openai.resources.chat.completions.Completions.create") as mock_chat_completion_create: |
| | completion = ChatCompletion( |
| | id="foo", |
| | model="gpt-4", |
| | object="chat.completion", |
| | choices=[ |
| | Choice( |
| | finish_reason="stop", |
| | logprobs=None, |
| | index=0, |
| | message=ChatCompletionMessage(content="Hello world!", role="assistant"), |
| | ) |
| | ], |
| | created=int(datetime.now().timestamp()), |
| | usage={"prompt_tokens": 57, "completion_tokens": 40, "total_tokens": 97}, |
| | ) |
| |
|
| | mock_chat_completion_create.return_value = completion |
| | yield mock_chat_completion_create |
| |
|
| |
|
| | @pytest.fixture(autouse=True) |
| | def request_blocker(request: pytest.FixtureRequest, monkeypatch): |
| | """ |
| | This fixture is applied automatically to all tests. |
| | Those that are not marked as integration will have the requests module |
| | monkeypatched to avoid making HTTP requests by mistake. |
| | """ |
| | marker = request.node.get_closest_marker("integration") |
| | if marker is not None: |
| | return |
| |
|
| | def urlopen_mock(self, method, url, *args, **kwargs): |
| | raise RuntimeError(f"The test was about to {method} {self.scheme}://{self.host}{url}") |
| |
|
| | monkeypatch.setattr("urllib3.connectionpool.HTTPConnectionPool.urlopen", urlopen_mock) |
| |
|
| |
|
| | @pytest.fixture() |
| | def spying_tracer() -> Generator[SpyingTracer, None, None]: |
| | tracer = SpyingTracer() |
| | tracing.enable_tracing(tracer) |
| |
|
| | yield tracer |
| |
|
| | |
| | tracing.disable_tracing() |
| |
|
