import re
from openhands.controller.action_parser import ActionParser
from openhands.events.action import (
Action,
AgentFinishAction,
CmdRunAction,
IPythonRunCellAction,
MessageAction,
)
class CodeActSWEActionParserFinish(ActionParser):
"""Parser action:
- AgentFinishAction() - end the interaction
"""
def __init__(
self,
):
self.finish_command = None
def check_condition(self, action_str: str) -> bool:
self.finish_command = re.search(r'.*', action_str, re.DOTALL)
return self.finish_command is not None
def parse(self, action_str: str) -> Action:
assert (
self.finish_command is not None
), 'self.finish_command should not be None when parse is called'
thought = action_str.replace(self.finish_command.group(0), '').strip()
return AgentFinishAction(thought=thought)
class CodeActSWEActionParserCmdRun(ActionParser):
"""Parser action:
- CmdRunAction(command) - bash command to run
- AgentFinishAction() - end the interaction
"""
def __init__(
self,
):
self.bash_command = None
def check_condition(self, action_str: str) -> bool:
self.bash_command = re.search(
r'(.*?)', action_str, re.DOTALL
)
return self.bash_command is not None
def parse(self, action_str: str) -> Action:
assert (
self.bash_command is not None
), 'self.bash_command should not be None when parse is called'
thought = action_str.replace(self.bash_command.group(0), '').strip()
# a command was found
command_group = self.bash_command.group(1).strip()
if command_group.strip() == 'exit':
return AgentFinishAction()
return CmdRunAction(command=command_group, thought=thought)
class CodeActSWEActionParserIPythonRunCell(ActionParser):
"""Parser action:
- IPythonRunCellAction(code) - IPython code to run
"""
def __init__(
self,
):
self.python_code = None
self.jupyter_kernel_init_code: str = 'from agentskills import *'
def check_condition(self, action_str: str) -> bool:
self.python_code = re.search(
r'(.*?)', action_str, re.DOTALL
)
return self.python_code is not None
def parse(self, action_str: str) -> Action:
assert (
self.python_code is not None
), 'self.python_code should not be None when parse is called'
code_group = self.python_code.group(1).strip()
thought = action_str.replace(self.python_code.group(0), '').strip()
return IPythonRunCellAction(
code=code_group,
thought=thought,
kernel_init_code=self.jupyter_kernel_init_code,
)
class CodeActSWEActionParserMessage(ActionParser):
"""Parser action:
- MessageAction(content) - Message action to run (e.g. ask for clarification)
"""
def __init__(
self,
):
pass
def check_condition(self, action_str: str) -> bool:
# We assume the LLM is GOOD enough that when it returns pure natural language
# it wants to talk to the user
return True
def parse(self, action_str: str) -> Action:
return MessageAction(content=action_str, wait_for_response=True)