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iov_data_analysis_agent/utils/extract_code.py

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from typing import Optional
import yaml
def extract_code_from_response(response: str) -> Optional[str]:
"""从LLM响应中提取代码"""
try:
# 尝试解析YAML
if '```yaml' in response:
start = response.find('```yaml') + 7
end = response.find('```', start)
yaml_content = response[start:end].strip()
elif '```' in response:
start = response.find('```') + 3
end = response.find('```', start)
yaml_content = response[start:end].strip()
else:
yaml_content = response.strip()
yaml_data = yaml.safe_load(yaml_content)
if 'code' in yaml_data:
return yaml_data['code']
except:
pass
# 如果YAML解析失败尝试提取```python代码块
if '```python' in response:
start = response.find('```python') + 9
end = response.find('```', start)
if end != -1:
return response[start:end].strip()
elif '```' in response:
start = response.find('```') + 3
end = response.find('```', start)
if end != -1:
return response[start:end].strip()
return None