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)