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internbootcamp/bootcamp/kor_operation_unicode0032/kor_operation_unicode0032.py

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+"""# 谜题训练场开发任务
+
+## 任务概述
+你是一位资深程序员，我需要你帮我实现一个特定谜题的训练场环境类。这个类继承自`Basebootcamp`，用于生成谜题实例并验证解答。
+
+## 背景说明
+我正在开发一系列谜题训练场，每个训练场对应一个特定类型的谜题。训练场类命名为`{PuzzleName}bootcamp`，其中`PuzzleName`是谜题的名称。
+
+每个训练场类主要提供两个核心功能：
+1. 生成该谜题类型的问题实例
+2. 验证用户对问题的回答是否正确
+
+## 技术接口规范
+
+### 类方法实现要求
+
+```python
+from bootcamp import Basebootcamp
+
+class {PuzzleName}bootcamp(Basebootcamp):
+    def __init__(self, **params):
+        \"\"\"
+        请你自定义params，以保存该puzzle相关的参数，例如网格大小等，参数配有默认值
+        \"\"\"
+        pass
+    
+    def case_generator(self):
+        \"\"\"
+        生成谜题实例，提示：为保证谜题有解，可以先生成结果再对结果处理得到谜题
+        返回：一个可JSON序列化的字典（避免包含set等无法通过json.dumps处理的数据结构）
+        \"\"\"
+        pass
+    
+    @staticmethod
+    def prompt_func(question_case) -> str:
+        \"\"\"
+        将case_generator生成的谜题实例转换为文本形式的问题，问题中包含问题背景、对谜题规则的介绍、具体要解决的谜题实例、期望最终答案的格式，
+        例如：你是xxxx，请你解答yyyy，规则如下：yyyy，最终答案放置在：zzzzz
+        注意：请参照提供的谜题描述进行复述，规则应当描述详细，包括任务背景、具体任务操作规则、对题目格式和答案格式的含义介绍等，
+
+        参数:
+            question_case: 由case_generator生成的谜题实例
+            
+        返回:
+            str: 格式化的问题字符串
+            
+        注意:
+            1. 需考虑问题的格式，以便后续能正确提取
+            2. 问题描述中应包含期望的答案格式说明，以便后续能正确提取，为了避免抽取时匹配出干扰项，请要求模型将答案放在特定标签（如双括号）内，例如[[your answer here]]
+        \"\"\"
+        pass
+    
+    @staticmethod
+    def extract_output(output):
+        \"\"\"
+        从LLM的回复中提取符合格式要求的答案，如有多个，请抽取最后一个，避免使用re.search等只抽取第一个结果的方式。
+        
+        参数:
+            output: LLM的完整输出（包含原始问题和回答）
+            
+        返回:
+            提取的答案，若未找到符合格式的答案则返回None
+        \"\"\"
+        pass
+    
+    @classmethod
+    def _verify_correction(cls, solution, identity):
+        \"\"\"
+        验证提取的答案是否正确，注意一个问题可以能有多个解，按照谜题规则进行检验，不要直接匹配可能的答案。
+        
+        参数:
+            solution: extract_output提取的答案
+            identity: case_generator生成的谜题实例
+            
+        返回:
+            bool: 答案是否正确
+        \"\"\"
+        pass
+```
+
+### 验证评分方法（基类已实现）
+
+```python
+@classmethod
+def verify_score(cls, model_output, identity:dict, format_score=0.1) -> float:
+    \"\"\"
+    验证输出结果并评分。
+    
+    参数:
+        model_output: 模型的完整输出
+        identity: 谜题实例（由case_generator生成）
+        format_score: 答案格式正确时的基础分数
+    
+    返回:
+        float: 评分结果（0-1之间）
+    \"\"\"
+    score = 0. 
+    try:
+        extract_solution = cls.extract_output(model_output)
+        if extract_solution is None:
+            return score
+        else:
+            score = format_score # 格式正确时的基础分数
+        if cls._verify_correction(extract_solution, identity):
+            score = 1.  # 答案完全正确时的满分
+    except Exception as e:
+        # 处理异常情况
+        pass
+    return score
+```
+
+### 使用示例
+
+```python
+# 初始化谜题训练场
+bootcamp = Puzzlebootcamp()
+
+# 生成谜题实例
+case = bootcamp.case_generator()
+
+# 将谜题转换为文本问题
+prompt = Puzzlebootcamp.prompt_func(case)
+
+# 获取LLM对问题的解答
+response = get_response(prompt, \"LLM\")
+
+# 从完整对话中提取答案
+extracted_output = Puzzlebootcamp.extract_output(prompt + response)
+
+# 验证答案并评分
+score = Puzzlebootcamp.verify_score(extracted_output, case)
+```
+
+## 你的任务
+请根据以下谜题描述（谜题描述可能不完整，请先结合你的知识澄清规则），实现一个完整的谜题训练场类：
+
+### 谜题描述
+a♀b=(a+b)/2
+a♂b=a×4+bExample questions are as follows:
+
+<example 0>
+Compute (3♀5)♂2.
+Please ensure the answer is a single number and wrap it in double square brackets, like this: [[your answer]].
+</example 0>
+
+<example 1>
+Compute 7♂(6♀2)=32.
+Please ensure the answer is a single number and wrap it in double square brackets, like this: [[your answer]].
+</example 1>
+
+<example 2>
+Compute (4♀8)♂3.
+Please ensure the answer is a single number and wrap it in double square brackets, like this: [[your answer]].
+</example 2>
+
+<example 3>
+Compute 5♂(3♀7).
+Please ensure the answer is a single number and wrap it in double square brackets, like this: [[your answer]].
+</example 3>
+
+<example 4>
+If (X♀3)♂2=22, find X.
+The answer should only be given as a number.
+Please wrap the answer in double square brackets, like this: [[your answer]].
+</example 4>
+
+<example 5>
+If 4♂(X♀2)=30, find X.
+The answer should only be given as a number.
+Please wrap the answer in double square brackets, like this: [[your answer]].
+</example 5>
+
+<example 6>
+If (X♀4)♂5=37, find X.
+The answer should only be given as a number.
+Please wrap the answer in double square brackets, like this: [[your answer]].
+</example 6>
+
+<example 7>
+If 6♂(X♀3)=42, find X.
+The answer should only be given as a number.
+Please wrap the answer in double square brackets, like this: [[your answer]].
+</example 7>
+
+<example 8>
+Now ignoring the previous rule.
+Given that a♂b=a×4+b and 4♀3=3.5, compute 2♂(4♀3).
+If the answer is a fraction, write it in 'a/b' text format.Decimals are not allowed.
+Please wrap the answer in double square brackets, like this: [[your answer]].
+</example 8>
+
+<example 9>
+Now ignoring the previous rule.
+Given that a♀b=(a+b)/2 and 5♂6=26, compute 5♂(4♀8).
+Please ensure the answer is a single number and wrap it in double square brackets, like this: [[your answer]].
+</example 9>
+
+
+请完成上述谜题的训练场环境类实现，包括所有必要的方法。
+"""
+
+from bootcamp import Basebootcamp
+import re
+import random  # 新增缺失的模块导入
+from fractions import Fraction
+from bootcamp import Basebootcamp
+
+class KorOperationUnicode0032bootcamp(Basebootcamp):
+    def __init__(self, min_val=1, max_val=20, equation_prob=0.5):
+        self.min_val = min_val
+        self.max_val = max_val
+        self.equation_prob = equation_prob
+
+    def case_generator(self):
+        if random.random() < self.equation_prob:
+            structure = random.choice(['struct1', 'struct2'])
+            A = random.randint(self.min_val, self.max_val)
+            B = random.randint(self.min_val, self.max_val)
+            target_result = random.randint(self.min_val*2, self.max_val*2)
+
+            if structure == 'struct1':
+                x_val = Fraction(target_result - B, 2) - A
+            else:
+                fem_part = Fraction(A + B, 2)
+                x_val = Fraction(target_result - fem_part, 4)
+            
+            return {
+                'type': 'equation',
+                'structure': structure,
+                'A': A, 'B': B,
+                'result': target_result,
+                'correct_answer': {
+                    'numerator': x_val.numerator,
+                    'denominator': x_val.denominator
+                }
+            }
+        else:
+            structure = random.choice(['struct1', 'struct2'])
+            a = random.randint(self.min_val, self.max_val)
+            b = random.randint(self.min_val, self.max_val)
+            c = random.randint(self.min_val, self.max_val)
+
+            if structure == 'struct1':
+                answer = 2*(a + b) + c
+            else:
+                answer = 4*a + Fraction(b + c, 2)
+            
+            return {
+                'type': 'compute',
+                'structure': structure,
+                'a': a, 'b': b, 'c': c,
+                'correct_answer': {
+                    'numerator': answer.numerator,
+                    'denominator': answer.denominator
+                }
+            }
+
+    @staticmethod
+    def prompt_func(question_case):
+        operator_desc = (
+            "You are given two custom operators: ♀ and ♂. The operator a♀b is defined as (a + b)/2, which calculates the average of a and b. "
+            "The operator a♂b is defined as 4*a + b, which multiplies a by 4 and then adds b."
+        )
+        format_instruction = "Please wrap the answer in double square brackets like [[answer]]. Use a/b format for fractions."
+
+        if question_case['type'] == 'compute':
+            a, b, c = question_case['a'], question_case['b'], question_case['c']
+            expr = f"({a}♀{b})♂{c}" if question_case['structure'] == 'struct1' else f"{a}♂({b}♀{c})"
+            problem = f"Compute {expr}."
+        else:
+            A, B = question_case['A'], question_case['B']
+            eq = f"(X♀{A})♂{B} = {question_case['result']}" if question_case['structure'] == 'struct1' else f"X♂({A}♀{B}) = {question_case['result']}"
+            problem = f"If {eq}, find X."
+
+        return f"{operator_desc}\n{problem}\n{format_instruction}"
+
+    @staticmethod
+    def extract_output(output):
+        matches = re.findall(r'\[\[(.*?)\]\]', output)
+        return matches[-1].strip() if matches else None
+
+    @classmethod
+    def _verify_correction(cls, solution, identity):
+        try:
+            # Parse solution
+            if '/' in solution:
+                num, den = map(int, solution.split('/'))
+                user_ans = Fraction(num, den)
+            else:
+                user_ans = Fraction(int(solution))
+            
+            # Get correct answer
+            ans = identity['correct_answer']
+            correct_ans = Fraction(ans['numerator'], ans['denominator'])
+            
+            return user_ans == correct_ans
+        except (ValueError, ZeroDivisionError, KeyError):
+            return False