Spaces:
Sleeping
Sleeping
File size: 1,687 Bytes
8ab6a5f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 | from typing import Literal, Optional
from openenv.core.env_server import Action, Observation, State
class DataAction(Action):
"""Agent action for the data analysis environment.
The agent can either execute pandas code against the loaded dataset
or submit a final answer to be graded.
Attributes:
action_type: Whether to execute code or submit an answer.
code: Python/pandas code to execute (required when action_type is "execute_code").
answer: Final answer string (required when action_type is "submit_answer").
"""
action_type: Literal["execute_code", "submit_answer"]
code: Optional[str] = None
answer: Optional[str] = None
class DataObservation(Observation):
"""Observation returned after each step or reset.
Attributes:
output: String output from code execution or environment messages.
success: Whether the last action executed without errors.
error: Error message if the last action failed.
task_description: The task question, populated on reset.
dataset_info: Column names and dtypes summary, populated on reset.
"""
output: str = ""
success: bool = True
error: Optional[str] = None
task_description: str = ""
dataset_info: str = ""
class DataState(State):
"""Episode state for the data analysis environment.
Attributes:
task_id: The current task being evaluated (1, 2, or 3).
answer_submitted: Whether the agent has submitted a final answer.
final_score: The graded score after answer submission (0.0 to 1.0).
"""
task_id: int = 1
answer_submitted: bool = False
final_score: float = 0.0
|