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https://github.com/paperless-ngx/paperless-ngx.git
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Testing
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@@ -3,11 +3,13 @@ from unittest.mock import MagicMock
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from unittest.mock import patch
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import pytest
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from celery import states
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from django.test import override_settings
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from django.utils import timezone
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from llama_index.core.base.embeddings.base import BaseEmbedding
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from documents.models import Document
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from documents.models import PaperlessTask
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from paperless_ai import indexing
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@@ -288,6 +290,36 @@ def test_update_llm_index_no_documents(
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)
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@pytest.mark.django_db
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def test_queue_llm_index_update_if_needed_enqueues_when_idle_or_skips_recent():
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# No existing tasks
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with patch("documents.tasks.llmindex_index") as mock_task:
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result = indexing.queue_llm_index_update_if_needed(
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rebuild=True,
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reason="test enqueue",
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)
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assert result is True
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mock_task.delay.assert_called_once_with(rebuild=True, scheduled=False, auto=True)
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PaperlessTask.objects.create(
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task_id="task-1",
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task_name=PaperlessTask.TaskName.LLMINDEX_UPDATE,
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status=states.STARTED,
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date_created=timezone.now(),
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)
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# Existing running task
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with patch("documents.tasks.llmindex_index") as mock_task:
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result = indexing.queue_llm_index_update_if_needed(
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rebuild=False,
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reason="should skip",
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)
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assert result is False
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mock_task.delay.assert_not_called()
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@override_settings(
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LLM_EMBEDDING_BACKEND="huggingface",
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LLM_BACKEND="ollama",
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@@ -336,3 +368,31 @@ def test_query_similar_documents(
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mock_filter.assert_called_once_with(pk__in=[1, 2])
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assert result == mock_filtered_docs
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@pytest.mark.django_db
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def test_query_similar_documents_triggers_update_when_index_missing(
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temp_llm_index_dir,
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real_document,
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):
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with (
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patch(
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"paperless_ai.indexing.vector_store_file_exists",
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return_value=False,
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),
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patch(
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"paperless_ai.indexing.queue_llm_index_update_if_needed",
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) as mock_queue,
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patch("paperless_ai.indexing.load_or_build_index") as mock_load,
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):
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result = indexing.query_similar_documents(
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real_document,
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top_k=2,
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)
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mock_queue.assert_called_once_with(
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rebuild=False,
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reason="LLM index not found for similarity query.",
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)
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mock_load.assert_not_called()
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assert result == []
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