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Python量化交易全流程 | 教程 | 环境搭建到实盘一步就通

  • 2026-08-21 14:53:18
Python量化交易全流程 | 教程 | 环境搭建到实盘一步就通

Python量化交易全流程 | 教程 | 环境搭建到实盘一步就通

很多人觉得量化交易是大佬专属,要几百万万资金,精通编程,高价平台。但我做量化10年,实话告诉大家,普通人一台电脑免费券商Qmt就能做量化交易。

当然现在科技进步了我们也可以借助AI工具辅助完成策略的搭建,像近期很火的codex.Cursor.claude等等。

做量化90%,新手卡在第一步,*环境装错,数据获取失败,回测好看*,实盘亏。今天这条保姆级教程一次性打通Python安装行情数据指标因子、回测、校验策略、编写QMT实盘部署。新手也能跟着操作,跑通自己的第1个量化策略。

模块1.Python量化环境搭建

硬件系统要求:

Win10以上 64位,

东八区,

8G以上内存,

安装路径不要选C盘

环境方案

QMT中内置Python,不用额外配置。

再打开QMT后,中间会有Python库下载。点击安装。

如若遇到Python库报错, 可优先查看网络以及文件权限。安装时保持默认路径。或者卸载后重新安装最新版本。

模块2,免费A股行情数据获取

不用付费数据源,包含2005年至今沪深A股全面行情、财务、基本面等数据。股票、 ETF、期权全覆盖。

当然在做这些之前一定不要忘记把API文档等内容保存至文档,可以像我一样,方便后续操作,当然我文档里的资料也会陆续和大家分享。

模块3:回测校验

回测是量化必不可少的一步避免直接实盘踩坑。

一、回测设置:

基准、滑点、手续费、固定本金等需要设置好。

由于回测是遍历固定的历史数据。需要先下载历史行情。

像我们首次下载可以在

左上角点击操作,选择数据管理、补充行情,选择回测周期,如日线所需的板块数据,如沪深A股板块时间范围选择,全部下载,完整的历史行情。其次设置每日定时更新。

模块4:编写Python策略

各种策略都可在qmt中实现,编写好策略后,将策略直接导入QmT中运行,右侧展示运行状况。

下方展示持仓、委托、成交以及策略信号。同时在日志可以看到详细信息,并方便盘中排查异常。

## 总结一下:

无非就是搭建Python环境,获取行情数据,编写完整策略。再到模拟实盘验证,操作非常简单。感谢观看,我们下期见

惊喜福利

一、QMT开通流程

1.线上开户,10分钟完成,7x24小时办理业务

2.开户成功后入金10万,即可提交QMT/Ptrade申请

3.全程线上审核,预计2个工作日完成

4.等待期间可领取测试账号、安装配置教程及量化会员资料

5.开通后通过邮箱获取下载地址,登录即可使用

二、彩蛋

1.惊喜佣金

2.888开头靓号

3.每日资讯同步

4.量化全套资料

5.其他福利

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  1. CONNECT:[ UseTime:0.001157s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001864s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000752s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000768s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001386s ]
  6. SELECT * FROM `set` [ RunTime:0.000631s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001578s ]
  8. SELECT * FROM `article` WHERE `id` = 504211 LIMIT 1 [ RunTime:0.011897s ]
  9. UPDATE `article` SET `lasttime` = 1787339415 WHERE `id` = 504211 [ RunTime:0.001863s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000615s ]
  11. SELECT * FROM `article` WHERE `id` < 504211 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001080s ]
  12. SELECT * FROM `article` WHERE `id` > 504211 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.039223s ]
  13. SELECT * FROM `article` WHERE `id` < 504211 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.006854s ]
  14. SELECT * FROM `article` WHERE `id` < 504211 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.164365s ]
  15. SELECT * FROM `article` WHERE `id` < 504211 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.022661s ]
0.424407s