test(rag): add Phase 4 stress test for large codebase verification
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@@ -42,5 +42,5 @@
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- [x] Task: Implement support for external RAG APIs/MCP servers. f57e2fe
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- [x] Task: Implement support for external RAG APIs/MCP servers. f57e2fe
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- [x] Create a bridge in `src/rag_engine.py` to call external RAG tools via the MCP interface. f57e2fe
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- [x] Create a bridge in `src/rag_engine.py` to call external RAG tools via the MCP interface. f57e2fe
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- [x] Task: Optimize indexing performance for large projects (e.g., incremental updates, parallel chunking). f57e2fe
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- [x] Task: Optimize indexing performance for large projects (e.g., incremental updates, parallel chunking). f57e2fe
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- [ ] Task: Perform a final end-to-end verification with a large codebase.
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- [x] Task: Perform a final end-to-end verification with a large codebase. f57e2fe
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- [ ] Task: Conductor - User Manual Verification 'Phase 4: Refinement & Advanced RAG' (Protocol in workflow.md)
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- [ ] Task: Conductor - User Manual Verification 'Phase 4: Refinement & Advanced RAG' (Protocol in workflow.md)
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@echo off
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python %~dp0mock_gemini_cli.py %*
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import pytest
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import time
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import sys
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import os
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import shutil
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import tempfile
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from pathlib import Path
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sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
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sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "src")))
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from src import api_hook_client
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@pytest.mark.integration
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def test_rag_large_codebase_verification_sim(live_gui):
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client = api_hook_client.ApiHookClient()
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assert client.wait_for_server(timeout=15), "Hook server did not start"
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# 1. Setup mock large project data
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# Create 50 dummy files to test parallel indexing and incrementality
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workspace_dir = Path("tests/artifacts/live_gui_workspace")
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workspace_dir.mkdir(parents=True, exist_ok=True)
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file_names = [f"file_{i}.txt" for i in range(50)]
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for name in file_names:
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(workspace_dir / name).write_text(f"This is the content of {name}. It contains unique tokens to verify RAG.")
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try:
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# 2. Configure project through Hook API
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client.set_value('files', file_names)
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client.set_value('rag_enabled', True)
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client.set_value('rag_source', 'chroma')
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client.set_value('rag_emb_provider', 'local')
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# 3. Trigger Initial Indexing
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print("[SIM] Triggering initial indexing of 50 files...")
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start = time.time()
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client.click('btn_rebuild_rag_index')
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# Wait for ready
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success = False
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for _ in range(100):
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status = client.get_value('rag_status')
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if status == 'ready':
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success = True
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break
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time.sleep(0.5)
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duration_initial = time.time() - start
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assert success, f"Initial indexing timed out. Final status: {status}"
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print(f"[SIM] Initial indexing took {duration_initial:.2f}s")
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# 4. Trigger Incremental Indexing (no changes)
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print("[SIM] Triggering incremental indexing (no changes)...")
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start = time.time()
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client.click('btn_rebuild_rag_index')
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success = False
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for _ in range(50):
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status = client.get_value('rag_status')
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if status == 'ready':
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success = True
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break
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time.sleep(0.2)
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duration_incremental = time.time() - start
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assert success, "Incremental indexing timed out"
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print(f"[SIM] Incremental indexing took {duration_incremental:.2f}s")
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# Incremental should be significantly faster
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assert duration_incremental < duration_initial, f"Incremental ({duration_incremental:.2f}s) not faster than initial ({duration_initial:.2f}s)"
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# 5. Modify one file and re-index
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print("[SIM] Modifying one file and re-indexing...")
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(workspace_dir / "file_25.txt").write_text("MODIFIED CONTENT FOR FILE 25. SEARCH FOR THIS.")
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client.click('btn_rebuild_rag_index')
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time.sleep(2) # Wait for it to finish
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# 6. Verify retrieval of modified content
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client.set_value('current_provider', 'gemini_cli')
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client.set_value('gcli_path', os.path.abspath(os.path.join(os.path.dirname(__file__), "mock_gcli.bat")))
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client.set_value('auto_add_history', True)
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client.set_value('ai_input', "What is the modified content?")
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client.click('btn_gen_send')
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# Wait for completion
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success = False
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for _ in range(50):
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state = client.get_gui_state()
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if state.get('ai_status') == 'done':
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success = True
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break
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time.sleep(0.5)
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assert success, "AI request timed out"
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# Verify retrieved context in discussion
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session = client.get_session()
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entries = session.get('session', {}).get('entries', [])
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found_mod = False
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for entry in entries:
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if entry.get('role') == 'User' and 'MODIFIED CONTENT FOR FILE 25' in entry.get('content', ''):
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found_mod = True
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break
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assert found_mod, "Modified context not found in discussion"
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print("[SIM] Modified content retrieval SUCCESS.")
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# 7. Delete files and verify cleanup
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print("[SIM] Deleting files and verifying cleanup...")
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files_to_keep = file_names[:10]
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client.set_value('files', files_to_keep)
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client.click('btn_rebuild_rag_index')
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time.sleep(2)
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# How to verify cleanup? RAGEngine.get_all_indexed_paths is not exposed yet.
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# But we can verify by searching for a deleted file's content.
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client.set_value('ai_input', "What is in file_49.txt?")
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client.click('btn_gen_send')
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time.sleep(5)
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session = client.get_session()
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entries = session.get('session', {}).get('entries', [])
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# Last User message should NOT contain context from file_49
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last_user = next(e for e in reversed(entries) if e.get('role') == 'User')
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content = last_user.get('content', '')
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# Check if "Source: file_49.txt" exists in the context block
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# (which is prepended to the user input)
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has_stale_context = "Source: file_49.txt" in content
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assert not has_stale_context, f"Cleanup failed: stale file context found in: {content[:100]}..."
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print("[SIM] Large codebase verification PASSED.")
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except Exception as e:
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print(f"[SIM] Error in stress test: {e}")
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raise
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