如何编写正则表达式解析器

54 阅读2分钟

问题:作者对正则表达式不熟悉,想要通过编写一个正则表达式解析器来学习和理解正则表达式。

  • 目标:编写一个能够完整理解 Perl 扩展正则表达式语法的解析器。

2、解决方案:

  • 了解正则表达式解析技术的相关理论知识,如有限状态自动机、文法分析等。
  • 选择合适的编程语言,如 Python、C++、Java 等。
  • 设计和实现正则表达式解析器的核心算法,包括词法分析、语法分析、语义分析等。
  • 测试和完善解析器,确保其能够正确解析各种正则表达式。

以下是一些代码示例,帮助您理解正则表达式解析器的实现:

# 词法分析器:将正则表达式字符串分解为一系列 Token

class Token:
    def __init__(self, type, value):
        self.type = type
        self.value = value

class Lexer:
    def __init__(self, input):
        self.input = input
        self.position = 0

    def next_token(self):
        while self.position < len(self.input):
            ch = self.input[self.position]
            self.position += 1

            if ch.isalpha():
                return Token("IDENTIFIER", ch)
            elif ch.isdigit():
                return Token("NUMBER", ch)
            elif ch == '+' or ch == '-':
                return Token("OPERATOR", ch)
            elif ch == '(' or ch == ')':
                return Token("PARENTHESIS", ch)
            elif ch == '[' or ch == ']':
                return Token("BRACKET", ch)
            elif ch == '*' or ch == '|':
                return Token("OPERATOR", ch)
            elif ch == '\n' or ch == ' ':
                continue
            else:
                raise Exception("Unexpected character: " + ch)

        return Token("EOF", None)

# 语法分析器:将 Token 序列解析成语法树

class Parser:
    def __init__(self, lexer):
        self.lexer = lexer
        self.current_token = self.lexer.next_token()

    def parse(self):
        return self.expression()

    def expression(self):
        left = self.term()
        while self.current_token.type == "OPERATOR" and self.current_token.value in ['+', '-']:
            operator = self.current_token.value
            self.current_token = self.lexer.next_token()
            right = self.term()
            left = BinaryExpr(operator, left, right)
        return left

    def term(self):
        left = self.factor()
        while self.current_token.type == "OPERATOR" and self.current_token.value in ['*', '|']:
            operator = self.current_token.value
            self.current_token = self.lexer.next_token()
            right = self.factor()
            left = BinaryExpr(operator, left, right)
        return left

    def factor(self):
        if self.current_token.type == "IDENTIFIER":
            value = self.current_token.value
            self.current_token = self.lexer.next_token()
            return Variable(value)
        elif self.current_token.type == "NUMBER":
            value = self.current_token.value
            self.current_token = self.lexer.next_token()
            return Number(value)
        elif self.current_token.type == "PARENTHESIS" and self.current_token.value == '(':
            self.current_token = self.lexer.next_token()
            expr = self.expression()
            self.current_token = self.lexer.next_token()
            return expr
        else:
            raise Exception("Unexpected token: " + self.current_token.value)

# 语义分析器:对语法树进行语义分析,生成可执行代码

class Interpreter:
    def __init__(self, parser):
        self.parser = parser

    def interpret(self):
        return self.parser.parse().evaluate()

class BinaryExpr:
    def __init__(self, operator, left, right):
        self.operator = operator
        self.left = left
        self.right = right

    def evaluate(self):
        if self.operator == '+':
            return self.left.evaluate() + self.right.evaluate()
        elif self.operator == '-':
            return self.left.evaluate() - self.right.evaluate()
        elif self.operator == '*':
            return self.left.evaluate() * self.right.evaluate()
        elif self.operator == '|':
            return self.left.evaluate() or self.right.evaluate()

class Variable:
    def __init__(self, name):
        self.name = name

    def evaluate(self):
        return variables[self.name]

class Number:
    def __init__(self, value):
        self.value = value

    def evaluate(self):
        return self.value


# 主程序
if __name__ == "__main__":
    lexer = Lexer("2 + 3 * 4")
    parser = Parser(lexer)
    interpreter = Interpreter(parser)
    result = interpreter.interpret()
    print(result)