寻求可替代现有函数的正则表达式模式,拆分Pascal-cased文本
Pascal命名字符串拆分问题
我需要将Pascal格式的文本拆分为独立的标记/词汇,例如Hello123AIIsCool应被拆分为["Hello", "123", "AI", "Is", "Cool"]。
拆分规则
- “词汇”始终以大写字母开头,例如
Hello - 连续的数字序列应保持完整,例如
123需拆分为["123"],而非["1", "2", "3"] - 连续的大写字母序列应保持完整,除非最后一个字母是新词汇(符合第一条规则)的开头,例如
ABCat需拆分为["AB", "Cat"],而非["ABC", "at"] - 字符串不一定包含所有规则的匹配项,例如
Hello、HelloAI等任意组合均可能出现。
我尝试了多种正则表达式变体,以下两种方案接近需求但仍有不足:
Version 0
import re def extract_v0(string: str) -> list[str]: word_pattern = r"[A-Z][a-z]*" num_pattern = r"\d+" pattern = f"{word_pattern}|{num_pattern}" extracts: list[str] = re.findall( pattern=pattern, string=string ) return extracts string = "Hello123AIIsCool" extract_v0(string)
输出:
['Hello', '123', 'A', 'I', 'Is', 'Cool']
Version 1
import re def extract_v1(string: str) -> list[str]: word_pattern = r"[A-Z][a-z]+" num_pattern = r"\d+" upper_pattern = r"[A-Z][^a-z]*" pattern = f"{word_pattern}|{num_pattern}|{upper_pattern}" extracts: list[str] = re.findall( pattern=pattern, string=string ) return extracts string = "Hello123AIIsCool" extract_v1(string)
输出:
['Hello', '123', 'AII', 'Cool']
当前最优方案
该方案结合了正则表达式与循环,可实现需求,但这是否为最优解?是否存在更简洁的纯正则表达式方案?
import re def extract_v2(string: str) -> list[str]: word_pattern = r"[A-Z][a-z]+" num_pattern = r"\d+" upper_pattern = r"[A-Z][A-Z]*" groups = [] for pattern in [word_pattern, num_pattern, upper_pattern]: while string.strip(): group = re.search(pattern=pattern, string=string) if group is not None: groups.append(group) string = string[:group.start()] + " " + string[group.end():] else: break ordered = sorted(groups, key=lambda g: g.start()) return [grp.group() for grp in ordered] string = "Hello123AIIsCool" extract_v2(string)
输出:
['Hello', '123', 'AI', 'Is', 'Cool']
内容的提问来源于stack exchange,提问作者Ian Thompson
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