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新手进阶必备,精选 Python 优质库合集

  • 2026-06-30 19:29:53
新手进阶必备,精选 Python 优质库合集

学习 Python，光掌握基础语法远远不够。真正提升开发效率、落地实际项目，核心还是靠各类第三方库。很多人初学不知道该从哪些库入手，盲目乱学浪费不少时间。

今天就给大家整理一批实用性强、适配办公自动化、数据分析、爬虫开发等场景，真正值得静下心系统学习的 Python 库。

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  2. 运行时间 : 0.104907s [ 吞吐率：9.53req/s ] 内存消耗：4,645.41kb 文件加载：140
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=cae5cce39c5b288c939aa6347c9d863e
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  1. CONNECT:[ UseTime:0.000488s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000763s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000333s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000300s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000531s ]
  6. SELECT * FROM `set` [ RunTime:0.000245s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000573s ]
  8. SELECT * FROM `article` WHERE `id` = 492690 LIMIT 1 [ RunTime:0.004844s ]
  9. UPDATE `article` SET `lasttime` = 1783087046 WHERE `id` = 492690 [ RunTime:0.003092s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000276s ]
  11. SELECT * FROM `article` WHERE `id` < 492690 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000505s ]
  12. SELECT * FROM `article` WHERE `id` > 492690 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000454s ]
  13. SELECT * FROM `article` WHERE `id` < 492690 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001718s ]
  14. SELECT * FROM `article` WHERE `id` < 492690 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.001551s ]
  15. SELECT * FROM `article` WHERE `id` < 492690 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.013484s ]
0.106722s