mirror of
https://github.com/NicolasBohn/NexQuant.git
synced 2026-07-27 23:47:46 +00:00
XianBW
e21b334741
* add not_json batcheditout * ensemble out_spec change * feature out_spec change * model out_spec change * workflow out_spec change * runner debugger out_spec change * filter_progress_bar return format fix * data_loader and spec out_spec change * show finish_reason in llm log * json_mode fix * remove hardcode * fix CI * fix grammer * complete PythonBatchEditOut logic --------- Co-authored-by: yuanteli <1957922024@qq.com>
70 lines
1.6 KiB
Python
70 lines
1.6 KiB
Python
"""
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The output of a agent is very important.
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We think this part can be shared.
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"""
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import json
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import re
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from abc import abstractclassmethod
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from typing import Any
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from rdagent.utils.agent.tpl import T
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class AgentOut:
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json_mode: bool = False # To get the output, is json_mode required.
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@abstractclassmethod
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def get_spec(cls, **context: Any) -> str:
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raise NotImplementedError(f"Please implement the `get_spec` method")
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@classmethod
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def extract_output(cls, resp: str) -> Any:
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raise resp
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class PythonAgentOut(AgentOut):
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@classmethod
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def get_spec(cls):
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return T(".tpl:PythonAgentOut").r()
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@classmethod
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def extract_output(cls, resp: str):
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match = re.search(r".*```[Pp]ython\n(.*)\n```.*", resp, re.DOTALL)
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if match:
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code = match.group(1)
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return code
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return resp
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class BatchEditOut(AgentOut):
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json_mode: bool = True
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@classmethod
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def get_spec(cls, with_del=True):
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return T(".tpl:BatchEditOut").r(with_del=with_del)
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@classmethod
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def extract_output(cls, resp: str):
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return json.loads(resp)
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class PythonBatchEditOut(AgentOut):
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@classmethod
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def get_spec(cls, with_del=True):
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return T(".tpl:PythonBatchEditOut").r(with_del=with_del)
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@classmethod
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def extract_output(cls, resp: str):
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code_blocks = {}
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pattern = re.compile(r"```(.*?)\n(.*?)\n```", re.DOTALL)
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matches = pattern.findall(resp)
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for match in matches:
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file_name, code = match
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code_blocks[file_name.strip()] = code.strip()
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return code_blocks
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