{
"event": "PreToolUse",
"tool_name": "Read",
"tool_input": {
"file_path": "\/opt\/scripts\/pipeline\/pipeline.py",
"offset": 200,
"limit": 80
}
}
{
"tool_response": {
"type": "text",
"file": {
"filePath": "\/opt\/scripts\/pipeline\/pipeline.py",
"content": "\ndef run_full_pipeline(run_id=None, pipeline_id=None):\n \"\"\"Run complete pipeline: scan → process → embed.\"\"\"\n progress = PipelineProgress(run_id) if run_id else None\n\n print(\"=\" * 50)\n print(\"KI-System Pipeline - Full Run\")\n if run_id:\n print(f\"Run ID: {run_id}, Pipeline ID: {pipeline_id}\")\n print(\"=\" * 50)\n\n try:\n # Phase 1: Scan\n if progress:\n progress.update_step(\"detect\")\n progress.add_log(\"Scanne nach Dokumenten...\")\n\n print(\"\\n[1\/3] Scanning for documents...\")\n files = scan_directory()\n print(f\"Found {len(files)} files\")\n\n if progress:\n progress.update_progress(total=len(files))\n progress.add_log(f\"{len(files)} Dokumente gefunden\")\n\n if files:\n queued = queue_files(files)\n print(f\"Queued {queued} files\")\n\n # Phase 2: Process each file\n print(f\"\\n[2\/3] Processing {len(files)} documents...\")\n items = db.get_pending_queue_items(limit=100)\n\n total_chunks = 0\n total_embeddings = 0\n processed = 0\n failed = 0\n\n for item in items:\n # Check if cancelled\n if progress and progress.is_cancelled():\n progress.add_log(\"Pipeline abgebrochen durch Benutzer\")\n progress.complete(\"cancelled\")\n print(\"\\nPipeline cancelled by user\")\n return\n\n queue_id = item[\"id\"]\n file_path = item[\"file_path\"]\n file_name = Path(file_path).name\n\n if progress:\n progress.update_document(file_name)\n\n db.update_queue_status(queue_id, \"processing\")\n\n try:\n success, chunks, embedded = process_file(file_path, progress)\n if success:\n db.update_queue_status(queue_id, \"completed\")\n processed += 1\n total_chunks += chunks\n total_embeddings += embedded\n else:\n db.update_queue_status(queue_id, \"failed\", \"Processing failed\")\n failed += 1\n except Exception as e:\n db.update_queue_status(queue_id, \"failed\", str(e))\n failed += 1\n if progress:\n progress.add_log(f\"FEHLER bei {file_name}: {str(e)[:50]}\")\n\n if progress:\n progress.update_progress(\n processed=processed,\n failed=failed,\n chunks=total_chunks,\n embeddings=total_embeddings,\n )\n else:\n print(\"\\n[2\/3] No new documents to process\")",
"numLines": 80,
"startLine": 200,
"totalLines": 392
}
}
}