{"id":1056691,"date":"2024-12-31T15:01:44","date_gmt":"2024-12-31T07:01:44","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1056691.html"},"modified":"2024-12-31T15:01:46","modified_gmt":"2024-12-31T07:01:46","slug":"python%e5%a6%82%e4%bd%95%e9%80%9a%e8%bf%87%e5%8d%95%e8%af%8d%e5%88%86%e5%89%b2%e5%ad%97%e7%ac%a6%e4%b8%b2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1056691.html","title":{"rendered":"python\u5982\u4f55\u901a\u8fc7\u5355\u8bcd\u5206\u5272\u5b57\u7b26\u4e32"},"content":{"rendered":"

\"python\u5982\u4f55\u901a\u8fc7\u5355\u8bcd\u5206\u5272\u5b57\u7b26\u4e32\"<\/p>\n

Python\u901a\u8fc7\u5355\u8bcd\u5206\u5272\u5b57\u7b26\u4e32\u7684\u65b9\u6cd5\u6709\u5f88\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528split()\u65b9\u6cd5\u3001\u6b63\u5219\u8868\u8fbe\u5f0f\u3001\u4ee5\u53ca\u5176\u4ed6\u5e93\u5982nltk\u7b49\u3002\u8fd9\u91cc\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\u3002\u4ee5\u4e0b\u662f\u51e0\u79cd\u5e38\u89c1\u7684\u65b9\u5f0f\uff1a\u4f7f\u7528split()\u65b9\u6cd5\u3001\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u3001\u4f7f\u7528nltk\u5e93\u3002<\/strong><\/p>\n<\/p>\n

\u5176\u4e2d\uff0csplit()\u65b9\u6cd5\u662f\u6700\u7b80\u5355\u4e14\u5e38\u7528\u7684\u65b9\u6cd5<\/strong>\uff0c\u5b83\u53ef\u4ee5\u6839\u636e\u6307\u5b9a\u7684\u5206\u9694\u7b26\u5c06\u5b57\u7b26\u4e32\u5206\u5272\u6210\u5355\u8bcd\u3002\u6b63\u5219\u8868\u8fbe\u5f0f\u66f4\u52a0\u7075\u6d3b\uff0c\u9002\u7528\u4e8e\u590d\u6742\u7684\u5b57\u7b26\u4e32\u5206\u5272\u573a\u666f<\/strong>\u3002nltk\u5e93\u5219\u63d0\u4f9b\u4e86\u66f4\u9ad8\u7ea7\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u529f\u80fd\uff0c\u9002\u7528\u4e8e\u5bf9\u6587\u672c\u8fdb\u884c\u66f4\u590d\u6742\u7684\u5206\u6790<\/strong>\u3002<\/p>\n<\/p>\n

\n

\u4e00\u3001\u4f7f\u7528split()\u65b9\u6cd5<\/h2>\n<\/p>\n

\u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n

Python\u7684\u5b57\u7b26\u4e32\u5bf9\u8c61\u63d0\u4f9b\u4e86\u4e00\u4e2a\u540d\u4e3asplit()<\/code>\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6839\u636e\u6307\u5b9a\u7684\u5206\u9694\u7b26\u5c06\u5b57\u7b26\u4e32\u5206\u5272\u6210\u591a\u4e2a\u90e8\u5206\u3002\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u5b83\u4f1a\u6839\u636e\u7a7a\u683c\u5206\u5272\u5b57\u7b26\u4e32\u3002<\/p>\n<\/p>\n

text = "Python is a powerful programming language."<\/p>\n
words = text.split()<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['Python', 'is', 'a', 'powerful', 'programming', 'language.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4f7f\u7528\u81ea\u5b9a\u4e49\u5206\u9694\u7b26<\/h3>\n<\/p>\n
\u5982\u679c\u5b57\u7b26\u4e32\u4e2d\u7684\u5355\u8bcd\u662f\u7531\u7279\u5b9a\u5b57\u7b26\u5206\u9694\u7684\uff0c\u4f8b\u5982\u9017\u53f7\u3001\u5206\u53f7\u7b49\uff0c\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u5b57\u7b26\u4f5c\u4e3a\u53c2\u6570\u4f20\u9012\u7ed9split()<\/code>\u65b9\u6cd5\u3002<\/p>\n<\/p>\n
text = "Python,is,a,powerful,programming,language."<\/p>\n
words = text.split(',')<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['Python', 'is', 'a', 'powerful', 'programming', 'language.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5206\u5272\u56fa\u5b9a\u6570\u91cf\u7684\u90e8\u5206<\/h3>\n<\/p>\n
split()<\/code>\u65b9\u6cd5\u8fd8\u53ef\u4ee5\u63a5\u53d7\u4e00\u4e2a\u53ef\u9009\u7684maxsplit<\/code>\u53c2\u6570\uff0c\u7528\u4e8e\u9650\u5236\u5206\u5272\u7684\u6b21\u6570\u3002<\/p>\n<\/p>\n
text = "Python is a powerful programming language."<\/p>\n
words = text.split(maxsplit=2)<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['Python', 'is', 'a powerful programming language.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e8c\u3001\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f<\/h2>\n<\/p>\n
\u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n
Python\u7684re<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u66f4\u5f3a\u5927\u7684\u5b57\u7b26\u4e32\u5904\u7406\u529f\u80fd\u3002re.split()<\/code>\u65b9\u6cd5\u53ef\u4ee5\u6839\u636e\u6b63\u5219\u8868\u8fbe\u5f0f\u6a21\u5f0f\u5206\u5272\u5b57\u7b26\u4e32\u3002<\/p>\n<\/p>\n
import re<\/p>\n
text = "Python is a powerful programming language."<\/p>\n
words = re.split(r'\\s+', text)<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['Python', 'is', 'a', 'powerful', 'programming', 'language.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5206\u5272\u591a\u4e2a\u5206\u9694\u7b26<\/h3>\n<\/p>\n
\u6b63\u5219\u8868\u8fbe\u5f0f\u53ef\u4ee5\u5904\u7406\u591a\u4e2a\u5206\u9694\u7b26\u7684\u60c5\u51b5\u3002\u6bd4\u5982\uff0c\u5206\u9694\u7b26\u53ef\u4ee5\u662f\u7a7a\u683c\u3001\u9017\u53f7\u3001\u5206\u53f7\u7b49\u3002<\/p>\n<\/p>\n
import re<\/p>\n
text = "Python is a powerful, programming; language."<\/p>\n
words = re.split(r'[,\\s;]+', text)<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['Python', 'is', 'a', 'powerful', 'programming', 'language.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4fdd\u7559\u5206\u9694\u7b26<\/h3>\n<\/p>\n
\u6709\u65f6\u5019\u6211\u4eec\u9700\u8981\u5728\u5206\u5272\u540e\u4fdd\u7559\u5206\u9694\u7b26\uff0c\u53ef\u4ee5\u4f7f\u7528\u6355\u83b7\u7ec4()<\/code>\u3002<\/p>\n<\/p>\n
import re<\/p>\n
text = "Python is a powerful, programming; language."<\/p>\n
words = re.split(r'([,\\s;]+)', text)<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['Python', ' ', 'is', ' ', 'a', ' ', 'powerful', ',', ' ', 'programming', ';', ' ', 'language.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u4f7f\u7528nltk\u5e93<\/h2>\n<\/p>\n
\u5b89\u88c5nltk\u5e93<\/h3>\n<\/p>\n
NLTK\uff08Natural Language Toolkit\uff09\u662f\u4e00\u4e2a\u5f3a\u5927\u7684Python\u5e93\uff0c\u7528\u4e8e\u5904\u7406\u548c\u5206\u6790\u4eba\u7c7b\u8bed\u8a00\u6570\u636e\u3002\u9996\u5148\u9700\u8981\u5b89\u88c5nltk\u5e93\uff1a<\/p>\n<\/p>\n
pip install nltk<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4f7f\u7528word_tokenize\u65b9\u6cd5<\/h3>\n<\/p>\n
NLTK\u63d0\u4f9b\u4e86\u4e00\u4e2a\u540d\u4e3aword_tokenize<\/code>\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5c06\u5b57\u7b26\u4e32\u5206\u5272\u6210\u5355\u8bcd\u3002<\/p>\n<\/p>\n
import nltk<\/p>\n
from nltk.tokenize import word_tokenize<\/p>\n
nltk.download('punkt')<\/p>\n
text = "Python is a powerful programming language."<\/p>\n
words = word_tokenize(text)<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['Python', 'is', 'a', 'powerful', 'programming', 'language', '.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5904\u7406\u590d\u6742\u7684\u6587\u672c<\/h3>\n<\/p>\n
NLTK\u8fd8\u53ef\u4ee5\u5904\u7406\u66f4\u52a0\u590d\u6742\u7684\u6587\u672c\uff0c\u4f8b\u5982\u5305\u542b\u6807\u70b9\u7b26\u53f7\u7684\u6587\u672c\u3002<\/p>\n<\/p>\n
import nltk<\/p>\n
from nltk.tokenize import word_tokenize<\/p>\n
nltk.download('punkt')<\/p>\n
text = "Hello, world! Python's capabilities are vast."<\/p>\n
words = word_tokenize(text)<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['Hello', ',', 'world', '!', 'Python', "'s", 'capabilities', 'are', 'vast', '.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4f7f\u7528\u5176\u4ed6Tokenizer<\/h3>\n<\/p>\n
NLTK\u63d0\u4f9b\u4e86\u591a\u79cdTokenizer\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684Tokenizer\u3002\u4f8b\u5982\uff0cTreebankWordTokenizer<\/code>\u53ef\u4ee5\u5904\u7406\u8fde\u5b57\u7b26\u548c\u7f29\u5199\u3002<\/p>\n<\/p>\n
from nltk.tokenize import TreebankWordTokenizer<\/p>\n
tokenizer = TreebankWordTokenizer()<\/p>\n
text = "It is a well-known fact that Python's capabilities are vast."<\/p>\n
words = tokenizer.tokenize(text)<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['It', 'is', 'a', 'well-known', 'fact', 'that', 'Python', "'s", 'capabilities', 'are', 'vast', '.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u4f7f\u7528\u5176\u4ed6\u5e93\uff08spaCy\uff09<\/h2>\n<\/p>\n
\u5b89\u88c5spaCy<\/h3>\n<\/p>\n
spaCy\u662f\u4e00\u4e2a\u9ad8\u7ea7\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\uff0c\u53ef\u4ee5\u7528\u4e8e\u8bcd\u6027\u6807\u6ce8\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7b49\u4efb\u52a1\u3002\u9996\u5148\u5b89\u88c5spaCy\uff1a<\/p>\n<\/p>\n
pip install spacy<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4f7f\u7528spaCy\u8fdb\u884c\u5206\u8bcd<\/h3>\n<\/p>\n
spaCy\u7684\u5206\u8bcd\u5668\u975e\u5e38\u5f3a\u5927\uff0c\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u6587\u672c\u3002<\/p>\n<\/p>\n
import spacy<\/p>\n
nlp = spacy.load("en_core_web_sm")<\/p>\n
text = "Python is a powerful programming language."<\/p>\n
doc = nlp(text)<\/p>\n
words = [token.text for token in doc]<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['Python', 'is', 'a', 'powerful', 'programming', 'language', '.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5904\u7406\u590d\u6742\u7684\u6587\u672c<\/h3>\n<\/p>\n
spaCy\u4e5f\u80fd\u5904\u7406\u5305\u542b\u6807\u70b9\u7b26\u53f7\u3001\u7f29\u5199\u7b49\u590d\u6742\u7684\u6587\u672c\u3002<\/p>\n<\/p>\n
import spacy<\/p>\n
nlp = spacy.load("en_core_web_sm")<\/p>\n
text = "Hello, world! Python's capabilities are vast."<\/p>\n
doc = nlp(text)<\/p>\n
words = [token.text for token in doc]<\/p>\n
print(words)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
['Hello', ',', 'world', '!', 'Python', "'s", 'capabilities', 'are', 'vast', '.']<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u603b\u7ed3<\/h2>\n<\/p>\n
\u901a\u8fc7\u4ee5\u4e0a\u51e0\u79cd\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u5728Python\u4e2d\u8f7b\u677e\u5730\u5c06\u5b57\u7b26\u4e32\u5206\u5272\u6210\u5355\u8bcd\u3002split()<\/code>\u65b9\u6cd5\u7b80\u5355\u6613\u7528\uff0c\u9002\u7528\u4e8e\u5927\u591a\u6570\u57fa\u672c\u573a\u666f<\/strong>\u3002\u6b63\u5219\u8868\u8fbe\u5f0f\u63d0\u4f9b\u4e86\u66f4\u9ad8\u7684\u7075\u6d3b\u6027\uff0c\u9002\u7528\u4e8e\u590d\u6742\u7684\u5206\u5272\u9700\u6c42<\/strong>\u3002NLTK\u548cspaCy\u7b49\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\u5219\u63d0\u4f9b\u4e86\u66f4\u9ad8\u7ea7\u7684\u529f\u80fd\uff0c\u9002\u7528\u4e8e\u5904\u7406\u548c\u5206\u6790\u590d\u6742\u7684\u6587\u672c\u6570\u636e<\/strong>\u3002<\/p>\n<\/p>\n
\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u53d6\u51b3\u4e8e\u5177\u4f53\u7684\u5e94\u7528\u573a\u666f\u548c\u9700\u6c42\u3002\u5e0c\u671b\u8fd9\u7bc7\u6587\u7ae0\u80fd\u591f\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u548c\u638c\u63e1Python\u4e2d\u5982\u4f55\u901a\u8fc7\u5355\u8bcd\u5206\u5272\u5b57\u7b26\u4e32\u7684\u5404\u79cd\u65b9\u6cd5\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u5982\u4f55\u5728Python\u4e2d\u4f7f\u7528\u5206\u9694\u7b26\u5206\u5272\u5b57\u7b26\u4e32\uff1f<\/strong>
\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528split()<\/code>\u65b9\u6cd5\u6839\u636e\u6307\u5b9a\u7684\u5206\u9694\u7b26\u5c06\u5b57\u7b26\u4e32\u5206\u5272\u4e3a\u5355\u8bcd\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u7a7a\u683c\u4f5c\u4e3a\u5206\u9694\u7b26\uff0c\u53ef\u4ee5\u901a\u8fc7string.split()<\/code>\u5b9e\u73b0\u3002\u82e5\u8981\u4f7f\u7528\u5176\u4ed6\u5b57\u7b26\uff08\u5982\u9017\u53f7\u6216\u5206\u53f7\uff09\u4f5c\u4e3a\u5206\u9694\u7b26\uff0c\u53ea\u9700\u5728split()<\/code>\u65b9\u6cd5\u4e2d\u4f20\u9012\u76f8\u5e94\u7684\u5b57\u7b26\u3002<\/p>\n
\u53ef\u4ee5\u4f7f\u7528\u54ea\u4e9b\u65b9\u6cd5\u6765\u5904\u7406\u5206\u5272\u540e\u7684\u5355\u8bcd\uff1f<\/strong>
\u5728\u5206\u5272\u5b57\u7b26\u4e32\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u5404\u79cd\u65b9\u6cd5\u6765\u5904\u7406\u5355\u8bcd\uff0c\u4f8b\u5982\u4f7f\u7528for<\/code>\u5faa\u73af\u904d\u5386\u6bcf\u4e2a\u5355\u8bcd\uff0c\u6216\u8005\u5229\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u521b\u5efa\u4e00\u4e2a\u65b0\u5217\u8868\u3002\u6b64\u5916\uff0cPython\u7684\u5b57\u7b26\u4e32\u65b9\u6cd5\u5982strip()<\/code>\u53ef\u4ee5\u7528\u4e8e\u53bb\u9664\u5355\u8bcd\u524d\u540e\u7684\u7a7a\u767d\u5b57\u7b26\uff0cjoin()<\/code>\u65b9\u6cd5\u53ef\u7528\u4e8e\u5c06\u5904\u7406\u540e\u7684\u5355\u8bcd\u91cd\u65b0\u7ec4\u5408\u6210\u4e00\u4e2a\u5b57\u7b26\u4e32\u3002<\/p>\n
\u5206\u5272\u5b57\u7b26\u4e32\u65f6\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u5e38\u89c1\u95ee\u9898\uff1f<\/strong>
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