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https://github.com/paperless-ngx/paperless-ngx.git
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The LLM-generated test for that last thing
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@@ -3,8 +3,11 @@ from concurrent.futures import ThreadPoolExecutor
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from threading import Event
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from threading import Lock
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import pytest
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from documents.caching import StoredLRUCache
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from documents.caching import retrieve_llm_suggestions
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from paperless_ai.exceptions import LLMTimeoutError
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def test_lru_cache_entries() -> None:
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@@ -103,3 +106,63 @@ def test_llm_suggestions_are_generated_once_for_concurrent_requests(mocker) -> N
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assert calls == 1
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mock_get_classification.assert_called_once_with(document, user, None)
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def test_llm_suggestions_waiter_does_not_rerun_a_failed_generation(mocker) -> None:
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"""
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A request queued behind a generation that fails should give up, not take
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its turn at re-running a query that just failed.
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"""
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generation_started = Event()
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fail_generation = Event()
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waiter_started = Event()
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call_lock = Lock()
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calls = 0
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document = mocker.Mock(pk=43)
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user = mocker.Mock()
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def generate(*args) -> dict:
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nonlocal calls
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with call_lock:
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calls += 1
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generation_started.set()
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assert fail_generation.wait(timeout=2)
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raise ValueError("Unknown model")
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def wait_for_generation(_interval: float) -> None:
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waiter_started.set()
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assert fail_generation.wait(timeout=2)
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mocker.patch(
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"paperless_ai.ai_classifier.get_ai_document_classification",
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side_effect=generate,
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)
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mocker.patch("documents.caching.time.sleep", side_effect=wait_for_generation)
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with ThreadPoolExecutor(max_workers=2) as executor:
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first = executor.submit(
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retrieve_llm_suggestions,
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document,
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user,
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None,
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backend="ollama:model",
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lock_timeout=10,
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)
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assert generation_started.wait(timeout=2)
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second = executor.submit(
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retrieve_llm_suggestions,
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document,
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user,
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None,
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backend="ollama:model",
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lock_timeout=10,
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)
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assert waiter_started.wait(timeout=2)
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fail_generation.set()
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with pytest.raises(ValueError, match="Unknown model"):
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first.result(timeout=2)
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with pytest.raises(LLMTimeoutError):
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second.result(timeout=2)
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assert calls == 1
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