''' Copyright 2024 Infosys Ltd. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ''' from __future__ import annotations # import logging from typing import Iterator, Dict, Optional import itertools from llm_explain.config.logger import CustomLogger logging = CustomLogger() class Thought: """ Represents an LLM thought with its state, constructed by the parser, and various flags. """ _ids: Iterator[int] = itertools.count(0) def __init__(self, state: Optional[Dict] = None) -> None: """ Initializes a new Thought instance with a state and various default flags. :param state: The state of the thought. Defaults to None. :type state: Optional[Dict] """ self.logger = CustomLogger() self.id: int = next(Thought._ids) self.state: Dict = state self._score: float = 0.0 self._valid: bool = False self._solved: bool = False self.scored: bool = False self.validated: bool = False self.compared_to_ground_truth: bool = False @staticmethod def from_thought(thought: Thought) -> Thought: """ Creates a new thought from an existing one. :param thought: An instance of a Thought to clone. :return: A new Thought instance with properties copied from the input thought. """ new_thought = Thought(thought.state) new_thought.score = thought.score new_thought.valid = thought.valid new_thought.solved = thought.solved new_thought.scored = thought.scored new_thought.validated = thought.validated new_thought.compared_to_ground_truth = thought.compared_to_ground_truth return new_thought @property def valid(self) -> bool: """ Returns the validity of the thought. :return: The validity of the thought. :rtype: bool """ return self._valid @valid.setter def valid(self, valid: bool) -> None: """ Sets the validity of the thought and the validated flag. :param valid: The validity of the thought. :type valid: bool """ self.validated = True self._valid = valid @property def score(self) -> float: """ Returns the score of the thought. :return: The score of the thought. :rtype: float """ return self._score @score.setter def score(self, new_score: float) -> None: """ Sets the score of the thought and the scored flag. :param new_score: The score of the thought. :type new_score: float """ self.scored = True self._score = new_score @property def solved(self) -> bool: """ Returns the solved flag of the thought. :return: The solved flag of the thought. :rtype: bool """ return self._solved @solved.setter def solved(self, solved: bool) -> None: """ Sets the solved flag of the thought and the compared_to_ground_truth flag. :param solved: Whether the thought contains a solution to the problem. :type solved: bool """ self.compared_to_ground_truth = True self._solved = solved