mirror of
https://github.com/NicolasBohn/NexQuant.git
synced 2026-07-28 16:07:46 +00:00
you-n-g
b60f5fc506
* feat: add parquet preview and extract common DataFrame preview logic * refactor: improve error messages, prompts, regex, and session loading * lint
85 lines
2.1 KiB
Python
85 lines
2.1 KiB
Python
"""
|
|
The output of a agent is very important.
|
|
|
|
We think this part can be shared.
|
|
"""
|
|
|
|
import json
|
|
import re
|
|
from abc import abstractclassmethod
|
|
from typing import Any
|
|
|
|
from rdagent.utils.agent.tpl import T
|
|
|
|
|
|
class AgentOut:
|
|
json_mode: bool = False # To get the output, is json_mode required.
|
|
|
|
@abstractclassmethod
|
|
def get_spec(cls, **context: Any) -> str:
|
|
raise NotImplementedError(f"Please implement the `get_spec` method")
|
|
|
|
@classmethod
|
|
def extract_output(cls, resp: str) -> Any:
|
|
raise resp
|
|
|
|
|
|
class PythonAgentOut(AgentOut):
|
|
@classmethod
|
|
def get_spec(cls):
|
|
return T(".tpl:PythonAgentOut").r()
|
|
|
|
@classmethod
|
|
def extract_output(cls, resp: str):
|
|
# We use lazy mode (.*?) to only extract the first code block in the response.
|
|
match = re.search(r".*```[Pp]ython\n(.*?)\n```.*", resp, re.DOTALL)
|
|
if match:
|
|
code = match.group(1)
|
|
code = re.sub(r"</?code>", "", code, flags=re.IGNORECASE)
|
|
return code
|
|
return resp
|
|
|
|
|
|
class MarkdownAgentOut(AgentOut):
|
|
@classmethod
|
|
def get_spec(cls):
|
|
return T(".tpl:MarkdownOut").r()
|
|
|
|
@classmethod
|
|
def extract_output(cls, resp: str):
|
|
match = re.search(r".*````markdown\n(.*)\n````.*", resp, re.DOTALL)
|
|
if match:
|
|
content = match.group(1)
|
|
return content
|
|
return resp
|
|
|
|
|
|
class BatchEditOut(AgentOut):
|
|
json_mode: bool = True
|
|
|
|
@classmethod
|
|
def get_spec(cls, with_del=True):
|
|
return T(".tpl:BatchEditOut").r(with_del=with_del)
|
|
|
|
@classmethod
|
|
def extract_output(cls, resp: str):
|
|
return json.loads(resp)
|
|
|
|
|
|
class PythonBatchEditOut(AgentOut):
|
|
@classmethod
|
|
def get_spec(cls, with_del=True):
|
|
return T(".tpl:PythonBatchEditOut").r(with_del=with_del)
|
|
|
|
@classmethod
|
|
def extract_output(cls, resp: str):
|
|
code_blocks = {}
|
|
pattern = re.compile(r"```(.*?)\n(.*?)\n```", re.DOTALL)
|
|
matches = pattern.findall(resp)
|
|
|
|
for match in matches:
|
|
file_name, code = match
|
|
code_blocks[file_name.strip()] = code.strip()
|
|
|
|
return code_blocks
|