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604 lines
19 KiB
Markdown
604 lines
19 KiB
Markdown
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# parser
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先进行词法分析,然后进行语法分析,然后编写递归下降程序。可以将代码形成框架,词法分析每次只需要改变正则表达式部分即可,语法分析代码只需要实现语法对应的函数.
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我这里列举了4个题目,都可以这样解答。
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* [Lisp 语法解析](#lisp-语法解析)
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* [题目](#题目)
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* [语法](#语法)
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* [代码](#代码)
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* [原子的数量](#原子的数量)
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* [题目](#题目-1)
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* [语法](#语法-1)
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* [代码](#代码-1)
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* [花括号展开2](#花括号展开2)
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* [题目](#题目-2)
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* [语法](#语法-2)
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* [代码](#代码-2)
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* [基本计算器4](#基本计算器4)
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* [题目](#题目-3)
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* [语法](#语法-3)
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* [代码](#代码-3)
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* [更多](#更多)
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## [Lisp 语法解析](https://leetcode-cn.com/problems/parse-lisp-expression/)
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### 题目
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给定一个类似 Lisp 语句的表达式 expression,求出其计算结果。
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表达式语法如下所示:
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- 表达式可以为整数,let 语法,add 语法,mult 语法,或赋值的变量。表达式的结果总是一个整数。
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- (整数可以是正整数、负整数、0)
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- let 语法表示为 (let v1 e1 v2 e2 ... vn en expr), 其中 let 语法总是以字符串 "let" 来表示,接下来会跟随一个或多个交替变量或表达式,也就是说,第一个变量 v1 被分配为表达式 e1 的值,第二个变量 v2 被分配为表达式 e2 的值,以此类推;最终 let 语法的值为 expr 表达式的值。
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- add 语法表示为 (add e1 e2),其中 add 语法总是以字符串 "add" 来表示,该语法总是有两个表达式 e1、e2, 该语法的最终结果是 e1 表达式的值与 e2 表达式的值之和。
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- mult 语法表示为 (mult e1 e2) ,其中 mult 语法总是以字符串 "mult" 表示, 该语法总是有两个表达式 e1、e2,该语法的最终结果是 e1 表达式的值与 e2 表达式的值之积。
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- 在该题目中,变量的命名以小写字符开始,之后跟随 0 个或多个小写字符或数字。为了方便,"add","let","mult" 会被定义为 "关键字",不会在表达式的变量命名中出现。
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- 最后,要说一下作用域的概念。计算变量名所对应的表达式时,在计算上下文中,首先检查最内层作用域(按括号计),然后按顺序依次检查外部作用域。我们将保证每一个测试的表达式都是合法的。有关作用域的更多详细信息,请参阅示例。
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```
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>>> (let x -2 y x y)
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-2
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>>> (mult 3 (add 2 3))
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15
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>>> (let x 2 (mult x 5))
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10
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>>> (let x 2 (mult x (let x 3 y 4 (add x y))))
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14
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>>> (let x 2 x 3 x)
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3
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>>> (let x 2 (add (let x 3 (let x 4 x)) x))
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6
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>>> (let a1 3 b2 (add a1 1) b2)
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4
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```
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### 语法
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```
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S-> '(' expr ')'
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expr -> [mult|add] item item | let {word item } item
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item -> num | word| S
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```
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### 代码
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```python [lisp-收起]
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```
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```python [lisp-展开]
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import re
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from collections import namedtuple
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left = r'(?P<LEFT>\()'
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right = r'(?P<RIGHT>\))'
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word = r'(?P<WORD>[a-z][a-z0-9]*)'
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num = r'(?P<NUM>(\-)?\d+)'
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blank = r'(?P<BLANK>\s+)'
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pt = re.compile('|'.join([left, right, word, num, blank]))
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token = namedtuple('token', ['type', 'value'])
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def genToken(s):
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scanner = pt.scanner(s)
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for i in iter(scanner.match, None):
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if i.lastgroup != 'BLANK':
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yield token(i.lastgroup, i.group(0))
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class parser(object):
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'''grammar:
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S-> '(' expr ')'
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expr -> [mult|add] item item | let {word item } item
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item -> num | word| S
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'''
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def config(self,s):
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if s:
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self.token = [i for i in genToken(s)]
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self.lookahead = 0
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self.vars = []
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def parse(self, s):
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self.config(s)
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try:
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return self.S()
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except Exception as e:
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return e
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def match(self, curType):
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sym = self.token[self.lookahead]
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if sym.type == curType:
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self.lookahead += 1
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return sym.value
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self.errorinfo(f'Expected {curType}, got {sym.value}')
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def errorinfo(self, s, k=None):
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if k is None:
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k = self.lookahead
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pre = ' '.join([t.value for t in self.token[:k]])
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suf = ' '.join([t.value for t in self.token[k:]])
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print(pre+' '+suf)
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print(' '*(len(pre)+1)+'^'*len(self.token[k].value))
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raise Exception(s)
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def readVar(self, var):
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for dic in self.vars[::-1]:
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if var in dic:
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return dic[var]
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self.errorinfo(f"Undefined varible '{var}'", self.lookahead-1)
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def S(self):
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self.vars.append({})
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self.match('LEFT')
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ret = self.expr()
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self.match('RIGHT')
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self.vars.pop()
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return ret
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def expr(self):
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op = self.match('WORD')
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if op == 'let':
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while self.token[self.lookahead].type != 'RIGHT':
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if self.token[self.lookahead].type == 'WORD':
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var = self.match('WORD')
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if self.token[self.lookahead].type == 'RIGHT':
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return self.readVar(var)
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else:
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self.vars[-1][var] = self.item()
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else:
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return self.item()
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elif op in {'mult', 'add'}:
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a = self.item()
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b = self.item()
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if op == 'mult':
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return a*b
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elif op == 'add':
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return a+b
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else:
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self.errorinfo('Unknown keyword', self.lookahead-1)
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def item(self):
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if self.token[self.lookahead].type == 'WORD':
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return self.readVar(self.match('WORD'))
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elif self.token[self.lookahead].type == 'NUM':
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return int(self.match('NUM'))
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else:
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return self.S()
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class Solution(object):
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def evaluate(self, expression: str) -> int:
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return parser().parse(expression)
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if __name__ == "__main__":
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sol = Solution()
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exprs = ['(add -1 2)',
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'(let x -2 y x y)',
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'(mult 3 (add 2 3))',
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'(let x 2 (mult x 5))',
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'(let x 2 (mult x (let x 3 y 4 (add x y))))',
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'(let x 2 x 3 x)',
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'(let x 2 (add (let x 3 (let x 4 x)) x))',
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'(let a1 3 b2 (add a1 1) b2)',
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'add 1 2)', # wrongs
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'(asd 1 2)',
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'(let a 1 b)',
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'(let a 1 b 2)'
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]
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for e in exprs:
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print('>>>', e)
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print(sol.evaluate(e))
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```
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## [原子的数量](https://leetcode-cn.com/problems/number-of-atoms)
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### 题目
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给定一个化学式 formula(作为字符串),返回每种原子的数量。
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原子总是以一个大写字母开始,接着跟随 0 个或任意个小写字母,表示原子的名字。
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如果数量大于 1,原子后会跟着数字表示原子的数量。如果数量等于 1 则不会跟数字。例如,H2O 和 H2O2 是可行的,但 H1O2 这个表达是不可行的。
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两个化学式连在一起是新的化学式。例如 H2O2He3Mg4 也是化学式。
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一个括号中的化学式和数字(可选择性添加)也是化学式。例如 (H2O2) 和 (H2O2) 3 是化学式。
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给定一个化学式,输出所有原子的数量。格式为:第一个(按字典序)原子的名子,跟着它的数量(如果数量大于 1),然后是第二个原子的名字(按字典序),跟着它的数量(如果数量大于 1),以此类推。
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```
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>>> K4(ON(SO3)2)2
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K4N2O14S4
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>>> Mg(OH)2
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H2MgO2
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```
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### 语法
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```
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S-> item | S item
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item -> word | word num | '(' S ')' num
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```
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### 代码
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```python [atom-收起]
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```
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```python3 [atom-展开]
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import re
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from collections import namedtuple
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left = r'(?P<LEFT>\()'
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right = r'(?P<RIGHT>\))'
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word = r'(?P<WORD>[A-Z][a-z]*)'
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num = r'(?P<NUM>\d+)'
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pt = re.compile('|'.join([left, right, word, num]))
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token = namedtuple('token', ['type', 'value'])
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def genToken(s):
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scanner = pt.scanner(s)
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for i in iter(scanner.match, None):
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yield token(i.lastgroup, i.group(0))
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class parser:
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'''grammar:
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S-> item | S item
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item -> word | word num | '(' S ')' num
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'''
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def match(self, curType):
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sym = self.token[self.lookahead]
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if sym.type == curType:
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self.lookahead += 1
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return sym.value
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raise Exception('Invalid input string')
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def parse(self, s):
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self.token = [i for i in genToken(s)]
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self.lookahead = 0
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return self.S()
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def S(self):
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dic = {}
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while self.lookahead < len(self.token) and self.token[self.lookahead].type != 'RIGHT':
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cur = self.item()
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for i in cur:
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if i in dic:
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dic[i] += cur[i]
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else:
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dic[i] = cur[i]
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return dic
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def item(self):
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if self.token[self.lookahead].type == 'WORD':
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ele = self.match('WORD')
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n = 1
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if self.lookahead < len(self.token) and self.token[self.lookahead].type == 'NUM':
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n = int(self.match('NUM'))
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return {ele: n}
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elif self.token[self.lookahead].type == 'LEFT':
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self.match('LEFT')
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dic = self.S()
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self.match('RIGHT')
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n = int(self.match("NUM"))
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for i in dic:
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dic[i] *= n
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return dic
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else:
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print(self.token[self.lookahead])
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raise Exception('invalid string')
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class Solution(object):
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def countOfAtoms(self, formula):
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"""
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:type formula: str
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:rtype: str
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"""
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dic = parser().parse(formula)
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return ''.join(c+str(dic[c]) if dic[c] != 1 else c for c in sorted(dic.keys()))
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if __name__ == "__main__":
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li = ["K4(ON(SO3)2)2","Mg(OH)2"]
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sol = Solution()
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for s in li:
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print('>>>',s)
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print(sol.countOfAtoms(s))
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```
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## [花括号展开2](https://leetcode-cn.com/problems/brace-expansion-ii/)
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### 题目
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如果你熟悉 Shell 编程,那么一定了解过花括号展开,它可以用来生成任意字符串。
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花括号展开的表达式可以看作一个由 花括号、逗号 和 小写英文字母 组成的字符串,定义下面几条语法规则:
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如果只给出单一的元素 x,那么表达式表示的字符串就只有 "x"。
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例如,表达式 {a} 表示字符串 "a"。
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而表达式 {ab} 就表示字符串 "ab"。
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当两个或多个表达式并列,以逗号分隔时,我们取这些表达式中元素的并集。
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例如,表达式 {a,b,c} 表示字符串 "a","b","c"。
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而表达式 {a,b},{b,c} 也可以表示字符串 "a","b","c"。
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要是两个或多个表达式相接,中间没有隔开时,我们从这些表达式中各取一个元素依次连接形成字符串。
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例如,表达式 {a,b}{c,d} 表示字符串 "ac","ad","bc","bd"。
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表达式之间允许嵌套,单一元素与表达式的连接也是允许的。
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```
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>>> {a,b}{c{d,e}}
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['acd', 'ace', 'bcd', 'bce']
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>>> {{a,z}, a{b,c}, {ab,z}}
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['a', 'ab', 'ac', 'z']
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>>> {a,b}c{d,e}f
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['acdf', 'acef', 'bcdf', 'bcef']
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```
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### 语法
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```
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expr -> item | item ',' expr
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item -> factor | factor item
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factor -> WORD | '{' expr '}'
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```
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### 代码
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```python [brace-收起]
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```
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```python3 [brace-展开]
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import re
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from collections import namedtuple
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token = namedtuple('token', ['type', 'value'])
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left = r'(?P<LEFT>\{)'
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right = r'(?P<RIGHT>\})'
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word = r'(?P<WORD>[a-z]+)'
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comma = r'(?P<COMMA>\,)'
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blank = r'(?P<BLANK>\s)'
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pt = re.compile('|'.join([left, right, word, comma, blank]))
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def genToken(s):
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scanner = pt.scanner(s)
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for i in iter(scanner.match, None):
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if i.lastgroup != 'BLANK':
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yield token(i.lastgroup, i.group(0))
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|
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|
|
|||
|
class parser:
|
|||
|
'''gramar
|
|||
|
expr -> item | item ',' expr
|
|||
|
item -> factor | factor item
|
|||
|
factor -> WORD | '{' expr '}'
|
|||
|
'''
|
|||
|
|
|||
|
def match(self, tp):
|
|||
|
# print(self.p.value)
|
|||
|
if tp == self.p.type:
|
|||
|
val = self.p.value
|
|||
|
try:
|
|||
|
self.p = next(self.gen)
|
|||
|
except StopIteration:
|
|||
|
self.p = None
|
|||
|
except Exception as e:
|
|||
|
print(e)
|
|||
|
return val
|
|||
|
else:
|
|||
|
raise Exception(f"[Error]: {tp} expected, got {self.p.type}")
|
|||
|
|
|||
|
def parse(self, s):
|
|||
|
self.gen = genToken(s)
|
|||
|
self.p = next(self.gen)
|
|||
|
st = self.expr()
|
|||
|
return sorted(list(st))
|
|||
|
|
|||
|
def expr(self):
|
|||
|
ret = self.item()
|
|||
|
while self.p and self.p.type == 'COMMA':
|
|||
|
self.match('COMMA')
|
|||
|
ret = ret.union(self.item())
|
|||
|
return ret
|
|||
|
|
|||
|
def item(self):
|
|||
|
ret = self.factor()
|
|||
|
while self.p and self.p.type in ['WORD', 'LEFT']:
|
|||
|
sufs = self.factor()
|
|||
|
new = set()
|
|||
|
for pre in ret:
|
|||
|
for suf in sufs:
|
|||
|
new.add(pre+suf)
|
|||
|
ret = new
|
|||
|
return ret
|
|||
|
|
|||
|
def factor(self):
|
|||
|
if self.p.type == 'LEFT':
|
|||
|
self.match('LEFT')
|
|||
|
ret = self.expr()
|
|||
|
self.match('RIGHT')
|
|||
|
return ret
|
|||
|
return {self.match('WORD')}
|
|||
|
|
|||
|
|
|||
|
class Solution:
|
|||
|
def braceExpansionII(self, expression):
|
|||
|
return parser().parse(expression)
|
|||
|
|
|||
|
|
|||
|
if __name__ == '__main__':
|
|||
|
sol = Solution()
|
|||
|
li = ["{a,b}{c{d,e}}", "{{a,z}, a{b,c}, {ab,z}}", "{a,b}c{d,e}f"]
|
|||
|
for i in li:
|
|||
|
print('>>>', i)
|
|||
|
print(sol.braceExpansionII(i))
|
|||
|
```
|
|||
|
## [基本计算器4](https://leetcode-cn.com/problems/basic-calculator-iv/)
|
|||
|
### 题目
|
|||
|
给定一个表达式 expression 如 expression = "e + 8 - a + 5" 和一个求值映射,如 {"e": 1}(给定的形式为 evalvars = ["e"] 和 evalints = [1]),返回表示简化表达式的标记列表,例如 ["-1*a","14"]
|
|||
|
|
|||
|
表达式交替使用块和符号,每个块和符号之间有一个空格。
|
|||
|
块要么是括号中的表达式,要么是变量,要么是非负整数。
|
|||
|
块是括号中的表达式,变量或非负整数。
|
|||
|
变量是一个由小写字母组成的字符串(不包括数字)。请注意,变量可以是多个字母,并注意变量从不具有像 "2x" 或 "-x" 这样的前导系数或一元运算符 。
|
|||
|
表达式按通常顺序进行求值:先是括号,然后求乘法,再计算加法和减法。例如,expression = "1 + 2 * 3" 的答案是 ["7"]。
|
|||
|
|
|||
|
输出格式如下:
|
|||
|
|
|||
|
对于系数非零的每个自变量项,我们按字典排序的顺序将自变量写在一个项中。例如,我们永远不会写像 “b*a*c” 这样的项,只写 “a*b*c”。
|
|||
|
项的次数等于被乘的自变量的数目,并计算重复项。(例如,"a*a*b*c" 的次数为 4。)。我们先写出答案的最大次数项,用字典顺序打破关系,此时忽略词的前导系数。
|
|||
|
项的前导系数直接放在左边,用星号将它与变量分隔开 (如果存在的话)。前导系数 1 仍然要打印出来。
|
|||
|
格式良好的一个示例答案是 ["-2*a*a*a", "3*a*a*b", "3*b*b", "4*a", "5*c", "-6"] 。
|
|||
|
系数为 0 的项(包括常数项)不包括在内。例如,“0” 的表达式输出为 []。
|
|||
|
```
|
|||
|
>>> ((a - b) * (b - c) + (c - a)) * ((a - b) + (b - c) * (c - a)) [] []
|
|||
|
['-1*a*a*b*b', '2*a*a*b*c', '-1*a*a*c*c', '1*a*b*b*b', '-1*a*b*b*c', '-1*a*b*c*c', '1*a*c*c*c', '-1*b*b*b*c', '2*b*b*c*c', '-1*b*c*c*c', '2*a*a*b', '-2*a*a*c', '-2*a*b*b', '2*a*c*c', '1*b*b*b', '-1*b*b*c', '1*b*c*c', '-1*c*c*c', '-1*a*a', '1*a*b', '1*a*c', '-1*b*c']
|
|||
|
>>> e + 8 - a + 5 ['e'] [1]
|
|||
|
['-1*a', '14']
|
|||
|
```
|
|||
|
|
|||
|
### 语法
|
|||
|
```
|
|||
|
expr -> expr {'+'|'-'} term | term
|
|||
|
term -> term '*' item | item
|
|||
|
item -> num | var | '(' expr ')'
|
|||
|
```
|
|||
|
|
|||
|
### 代码
|
|||
|
|
|||
|
```python [cal-收起]
|
|||
|
```
|
|||
|
```python3 [cal-展开]
|
|||
|
import re
|
|||
|
from collections import namedtuple
|
|||
|
left = r'(?P<LEFT>\()'
|
|||
|
right = r'(?P<RIGHT>\))'
|
|||
|
var = r'(?P<VAR>[a-z]+)'
|
|||
|
num = r'(?P<NUM>\d+)'
|
|||
|
add = r'(?P<ADD>\+)'
|
|||
|
sub = r'(?P<SUB>\-)'
|
|||
|
mul = r'(?P<MUL>\*)'
|
|||
|
ws = r'(?P<WS> +)'
|
|||
|
pt = re.compile('|'.join([left, right, var, ws, num, add, sub, mul]))
|
|||
|
|
|||
|
token = namedtuple('token', ['type', 'value'])
|
|||
|
|
|||
|
|
|||
|
def genToken(s):
|
|||
|
scanner = pt.scanner(s)
|
|||
|
for i in iter(scanner.match, None):
|
|||
|
if i.lastgroup != 'WS':
|
|||
|
yield token(i.lastgroup, i.group(0))
|
|||
|
|
|||
|
|
|||
|
class parser(object):
|
|||
|
'''grammar
|
|||
|
expr -> expr {'+'|'-'} term | term
|
|||
|
term -> term '*' item | item
|
|||
|
item -> num | var | '(' expr ')'
|
|||
|
'''
|
|||
|
|
|||
|
def __init__(self, s, vars):
|
|||
|
self.token = [i for i in genToken(s)]
|
|||
|
self.lookahead = 0
|
|||
|
self.var = vars
|
|||
|
|
|||
|
def parse(self):
|
|||
|
dic = self.term()
|
|||
|
# terminate symbol
|
|||
|
while self.lookahead < len(self.token) and not self.isType('RIGHT'):
|
|||
|
assert self.isType('SUB', 'ADD')
|
|||
|
sign = 1 if self.match() == '+' else -1
|
|||
|
var = self.term()
|
|||
|
for i in var:
|
|||
|
if i in dic:
|
|||
|
dic[i] += var[i]*sign
|
|||
|
else:
|
|||
|
dic[i] = var[i]*sign
|
|||
|
return dic
|
|||
|
|
|||
|
def match(self, curType=None):
|
|||
|
sym = self.token[self.lookahead]
|
|||
|
# print(sym,curType)
|
|||
|
if curType is None or sym.type == curType:
|
|||
|
self.lookahead += 1
|
|||
|
return sym.value
|
|||
|
raise Exception('Invalid input string')
|
|||
|
|
|||
|
def isType(self, *s):
|
|||
|
sym = self.token[self.lookahead]
|
|||
|
return any(sym.type == i for i in s)
|
|||
|
|
|||
|
def term(self):
|
|||
|
li = []
|
|||
|
dic = self.item()
|
|||
|
while self.lookahead < len(self.token) and self.isType('MUL'):
|
|||
|
self.match()
|
|||
|
li.append(self.item())
|
|||
|
for d2 in li:
|
|||
|
newDic = {}
|
|||
|
for v1 in dic:
|
|||
|
for v2 in d2:
|
|||
|
s = ''
|
|||
|
if v1 == '':
|
|||
|
s = v2
|
|||
|
elif v2 == '':
|
|||
|
s = v1
|
|||
|
else:
|
|||
|
s = '*'.join(sorted(v1.split('*')+v2.split('*')))
|
|||
|
if s in newDic:
|
|||
|
newDic[s] += dic[v1]*d2[v2]
|
|||
|
else:
|
|||
|
newDic[s] = dic[v1]*d2[v2]
|
|||
|
dic = newDic
|
|||
|
return dic
|
|||
|
|
|||
|
def item(self):
|
|||
|
if self.isType('NUM'):
|
|||
|
return {'': int(self.match())}
|
|||
|
elif self.isType('VAR'):
|
|||
|
name = self.match()
|
|||
|
if name in self.var:
|
|||
|
return {'': self.var[name]}
|
|||
|
else:
|
|||
|
return {name: 1}
|
|||
|
elif self.isType('LEFT'):
|
|||
|
self.match()
|
|||
|
dic = self.parse()
|
|||
|
self.match('RIGHT')
|
|||
|
return dic
|
|||
|
else:
|
|||
|
print(self.token[self.lookahead])
|
|||
|
raise Exception('invalid string')
|
|||
|
|
|||
|
|
|||
|
class Solution:
|
|||
|
def basicCalculatorIV(self, expression, evalvars, evalints):
|
|||
|
"""
|
|||
|
:type expression: str
|
|||
|
:type evalvars: List[str]
|
|||
|
:type evalints: List[int]
|
|||
|
:rtype: List[str]
|
|||
|
"""
|
|||
|
self.var = dict(zip(evalvars, evalints))
|
|||
|
dic = parser(expression, self.var).parse()
|
|||
|
n = dic.pop('') if '' in dic else 0
|
|||
|
ret = []
|
|||
|
li = sorted(dic, key=lambda s: (-s.count('*'), s))
|
|||
|
for i in li:
|
|||
|
if dic[i] != 0:
|
|||
|
s = str(dic[i])
|
|||
|
ret.append(s + ('*'+i) if i else s)
|
|||
|
if n != 0:
|
|||
|
ret.append(str(n))
|
|||
|
return ret
|
|||
|
|
|||
|
|
|||
|
if __name__ == '__main__':
|
|||
|
sol = Solution()
|
|||
|
exprs = [
|
|||
|
"((a - b) * (b - c) + (c - a)) * ((a - b) + (b - c) * (c - a))", "e + 8 - a + 5"]
|
|||
|
names = [[], ["e"]]
|
|||
|
vars = [[], [1]]
|
|||
|
for i, j, k in zip(exprs, names, vars):
|
|||
|
print('>>>', i, j, k)
|
|||
|
print(sol.basicCalculatorIV(i, j, k))
|
|||
|
```
|
|||
|
|
|||
|
## 更多
|
|||
|
- [迷你语法分析器](https://leetcode-cn.com/problems/mini-parser/)
|
|||
|
- [字符串解码](https://leetcode-cn.com/problems/decode-string/)
|
|||
|
|