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don't let waiting requests re-run a failed llm generation
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@@ -56,7 +56,7 @@ CLASSIFIER_MODIFIED_KEY: Final[str] = "classifier_modified"
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# [...]} per taxonomy field (#13676)
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LLM_CACHE_CLASSIFIER_VERSION: Final[int] = 1001
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# How often a request waiting on llm generation re-checks the cache
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# How often a request waiting on llm generation re-checks the cache
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LLM_SUGGESTION_POLL_INTERVAL: Final[float] = 0.5
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CACHE_1_MINUTE: Final[int] = 60
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@@ -241,11 +241,13 @@ def retrieve_llm_suggestions(
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"""Return cached LLM suggestions, generating them once across workers."""
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# Lazy import to avoid pulling in the whole AI stuff
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from paperless_ai.ai_classifier import get_ai_document_classification
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from paperless_ai.exceptions import LLMTimeoutError
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lock_key = (
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f"{get_suggestion_cache_key(document.pk)}_llm_lock_"
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f"{sha256(backend.encode()).hexdigest()}"
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)
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waited = False
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while True:
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cached = get_llm_suggestion_cache(document.pk, backend=backend)
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@@ -255,6 +257,13 @@ def retrieve_llm_suggestions(
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lock_token = uuid4().hex
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if cache.add(lock_key, lock_token, lock_timeout):
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if waited:
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# The generation we were waiting on has ended without caching
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# anything so it either failed or outlived its lock. Give up
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# rather than re-running it
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cache.delete(lock_key)
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raise LLMTimeoutError
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try:
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# The cache may have been populated while acquiring the lock.
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cached = get_llm_suggestion_cache(document.pk, backend=backend)
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@@ -274,11 +283,11 @@ def retrieve_llm_suggestions(
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)
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return suggestions
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finally:
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# Do not remove a replacement lock if this one expired while
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# generation was still running.
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# Don't remove lock if this one expired while generation was still running
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if cache.get(lock_key) == lock_token:
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cache.delete(lock_key)
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waited = True
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# Another worker is generating suggestions, poll to avoid another LLM request
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time.sleep(LLM_SUGGESTION_POLL_INTERVAL)
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