fix(structured-output): reasoning model's json format parsing (#19261)
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@@ -185,3 +185,38 @@ def test_execute_llm_with_jinja2(setup_code_executor_mock, setup_model_mock):
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assert item.run_result.process_data is not None
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assert "sunny" in json.dumps(item.run_result.process_data)
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assert "what's the weather today?" in json.dumps(item.run_result.process_data)
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def test_extract_json():
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node = init_llm_node(
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config={
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"id": "llm",
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"data": {
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"title": "123",
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"type": "llm",
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"model": {"provider": "openai", "name": "gpt-3.5-turbo", "mode": "chat", "completion_params": {}},
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"prompt_config": {
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"structured_output": {
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"enabled": True,
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"schema": {
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"type": "object",
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"properties": {"name": {"type": "string"}, "age": {"type": "number"}},
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},
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}
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},
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"prompt_template": [{"role": "user", "text": "{{#sys.query#}}"}],
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"memory": None,
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"context": {"enabled": False},
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"vision": {"enabled": False},
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},
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},
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)
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llm_texts = [
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'<think>\n\n</think>{"name": "test", "age": 123', # resoning model (deepseek-r1)
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'{"name":"test","age":123}', # json schema model (gpt-4o)
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'{\n "name": "test",\n "age": 123\n}', # small model (llama-3.2-1b)
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'```json\n{"name": "test", "age": 123}\n```', # json markdown (deepseek-chat)
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'{"name":"test",age:123}', # without quotes (qwen-2.5-0.5b)
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]
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result = {"name": "test", "age": 123}
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assert all(node._parse_structured_output(item) == result for item in llm_texts)
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