\n\n\n> 欢迎加群讨论: 563280067 [群链接](https://jq.qq.com/?_wv=1027&k=4CEKGzn) \n\n> QUANTAXIS 开发群: 773602202 (如果想要贡献代码请加这个群需要备注你的GITHUB ID)\n\n> 欢迎关注公众号: ![公众号](http://pic.yutiansut.com/qrcode_for_gh_bbb47e0550f7_258%20%281%29.jpg)\n\n> 许多问题可以在 [GITHUB ISSUE](https://github.com/QUANTAXIS/QUANTAXIS/issues)中找到, 你可以提出新的issue\n\nQUANTAXIS量化金融策略框架,是一个面向中小型策略团队的量化分析解决方案. 我们通过高度解耦的模块化以及标准化协议,可以快速的实现面向场景的定制化解决方案.QUANTAXIS是一个渐进式的开放式框架,你可以根据自己的需要,引入自己的数据,分析方案,可视化过程等,也可以通过RESTful接口,快速实现多人局域网/广域网内的协作.\n\n==========================================\n\n## 关联项目:\n\n技术栈: python/nodejs/vue/mongodb/rabbitmq/c++\n\n### 核心工具链(生产环境在用)\n\n- [QUANTAXIS](https://github.com/QUANTAXIS/QUANTAXIS) QUANTAXIS的核心部分\n- [QUANTAXIS_WEBSERVER](https://github.com/QUANTAXIS/QUANTAXIS_WEBSERVER) 基于tornado的web api/ websocket\n- [QUANTAXIS_RUN](https://github.com/QUANTAXIS/quantaxis_run) 基于rabbitmq/celery的分布式任务部署\n- [QUANTAXIS_PUBSUB](https://github.com/QUANTAXIS/QAPUBSUB) 基于RABBITMQ的消息分发订阅\n- [QUANTAXIS_REALTIME_RESOLUTION](https://github.com/yutiansut/QUANTAXIS_REALTIME_RESOLUTION) 实时交易/部署解决方案(未开源)\n- [QUANTAXIS UNICORN](https://github.com/yutiansut/quantaxis_unicorn) QUANTAXIS 策略托管, 交易监控解决方案(未开源)\n- [QUANTAXIS_RANK](https://github.com/yutiansut/quantaxis_rank) QUANTAXIS实时账户评估\n- [QUANTAXIS_CEPEngine](https://github.com/yutiansut/QACEPEngine) QUANTAXIS 复杂事件处理引擎\n- [QUANTAXIS_PBSystem](https://github.com/yutiansut/QAPBSystem) QUANTAXIS PB系统\n- [QUANTAXIS_QARISKPRO](https://github.com/yutiansut/QARISKPRO) QUANTAXIS 多市场多账户集成的实时风控系统\n- [QUANTAXIS QADESKPRO](https://github.com/yutiansut/qadeskpro) 新版本客户端网页(部分开源)\n- [QUANTAXIS_ATBROKER](https://github.com/QUANTAXIS/QA_AtBroker) 基于海风at的接口封装\n- [QUANTAXIS OTGBROKER](https://github.com/QUANTAXIS/QAOTGBROKER) 基于OPEN_TRADE_GATEWAY的接口封装\n- [QUANTAXIS CTPBEEBROKER](https://github.com/QUANTAXIS/QACTPBeeBroker) 基于CTPBee的接口封装\n- [QUANTAXIS TRADER](https://github.com/yutiansut/QATrader) 一个开源的websocket版本的期货交易实例\n\n### 社区提供的工具链\n\n- [QUANTAXIS_MONITOR_GUI](https://github.com/QUANTAXIS/QUANTAXIS_Monitor_GUI) 基于QT的python监控\n- (目前废弃)[QUANTAXIS_DESKTOP](https://github.com/QUANTAXIS/QADESKTOP) 基于VUE.js/ ELECTRON的桌面终端\n- [portable_QA](https://github.com/QUANTAXIS/portable_QA) 一个独立的python环境,免配置\n- [QUANTAXIS_CRAWLY](https://github.com/QUANTAXIS/QUANTAXIS_CRAWLY) 爬虫部分\n\n![qa2018](http://pic.yutiansut.com/qa2018.png)\n![qaresolution](http://pic.yutiansut.com/QARESOLUTION.png)\n\n==========================================\n\n## 视频录播(2019-03-23)\n\nQUANTAXIS 2019 支持多市场的面向场景解决方案\n![](http://pic.yutiansut.com/QAFINANCIAL2019.jpg)\n[在哔哩哔哩观看录播](https://www.bilibili.com/video/av47284727/)\n\n==========================================\n\n\n\n- [QUANTAXIS 量化金融策略框架](#quantaxis-量化金融策略框架)\n - [1. 功能](#1-功能)\n - [1.1 行情服务](#11-行情服务)\n - [1.1.1 股票/期货/期权/美股/外汇/宏观的历史/实时行情(日线/分钟线/tick/实时五档)服务](#111-股票期货期权美股外汇宏观的历史实时行情日线分钟线tick实时五档服务)\n - [1.1.2 财务/基本面/宏观数据](#112-财务基本面宏观数据)\n - [1.1.3 自定义数据源的数据](#113-自定义数据源的数据)\n - [1.2 数据运维服务](#12-数据运维服务)\n - [1.3 分析服务](#13-分析服务)\n - [1.3.1 专门为A股股票数据适配的数据结构](#131-专门为a股股票数据适配的数据结构)\n - [1.3.2 精心为A股指标计算适配的指标类](#132-精心为a股指标计算适配的指标类)\n - [1.4 可扩展事件驱动框架](#14-可扩展事件驱动框架)\n - [1.5 回测服务](#15-回测服务)\n - [1.5.1 股票/日内t0/ 的日线/分钟线级别回测](#151-股票日内t0-的日线分钟线级别回测)\n - [1.6 实盘](#16-实盘)\n - [1.6.1 股票/实盘易 QAShiPaneBroker](#161-股票-实盘易--qashipanebroker)\n - [1.6.2 股票/TTS QATTSBroker](#162-股票-tts----qattsbroker)\n - [1.6.3 期货/Open-trade-gateway QAOTGBROKER](#163-期货--qaotgbroker)\n - [1.6.4 期货/海风AT QA_ATBroker](#164-期货--海风at封装-qaatbroker)\n - [1.6.5 期货/VNPY QAVNPYBroker](#165-期货-vnpy-qavnpybroker)\n - [1.7 网站HTTP服务](#17-网站http服务)\n - [1.7.1 网站后台标准化接口](#171-网站后台标准化接口)\n - [2. 文档](#2-文档)\n - [3. 安装和部署](#3-安装和部署)\n - [3.0 安装说明](#30-安装说明)\n - [3.1 小白式上手](#31-小白式上手)\n - [3.2 部署式安装](#32-部署式安装)\n - [3.3 本地代码开发式安装](#33--本地代码-开发式安装)\n - [3.4 代码提交式安装](#34-代码提交式安装)\n - [4. 更新](#4-更新)\n - [5. Docker](#5-docker)\n - [6. 使用说明](#6-使用说明)\n - [7. Jupyter示例](#7-jupyter示例)\n - [8. 开发计划](#8-开发计划)\n - [9. 常见问题FAQ](#9-常见问题faq)\n - [10. 项目捐赠](#10-项目捐赠)\n - [11. 回测Webkit插件概览](#11-回测webkit插件概览)\n - [12. QUANTAXIS 标准化协议和未来协议](#12-quantaxis-标准化协议和未来协议)\n - [13. 电脑配置推荐](#13-电脑配置推荐)\n - [License](#license)\n\n\n\n\n## 1. 功能\n======\n\n![](http://pic.yutiansut.com/QUANTAXIS.png)\n\n已经实现：\n\n### 1.1 行情服务\n\n#### 1.1.1 股票/期货/期权/美股/外汇/宏观的历史/实时行情(日线/分钟线/tick/实时五档)服务\n\n参见 [QUANTAXIS的数据获取指南](Documents/DataFetch.md)\n\n#### 1.1.2 财务/基本面/宏观数据\n\n参见 [QUANTAXIS财务指标](Documents/financial_means.md)\n\n#### 1.1.3 自定义数据源的数据\n\n参见 [QUANTAXIS WEB 爬虫](Documents/crawler.md)\n\n### 1.2 数据运维服务\n\n一键更新参见[WINDOWS数据自动更新](config/windows_autojob_updatedata.md)\n\n\n### 1.3 分析服务\n\n#### 1.3.1 专门为A股股票数据适配的数据结构\n\n参见 [QUANTAXIS的数据结构](Documents/DataStruct.md)\n\n参见 [QUANTAXIS行情研究](Documents/analysis.md)\n\n#### 1.3.2 精心为A股指标计算适配的指标类\n\n参见 [QUANTAXIS指标系统](Documents/indicators.md)\n\n\n### 1.4 可扩展事件驱动框架\n\n参见 [QUANTAXIS事件框架](Documents/about_event.md)\n\n\n### 1.5 回测服务\n\n#### 1.5.1 股票/日内t0/ 的日线/分钟线级别回测\n\n参见 [QUANTAXIS的账户结构](Documents/account.md)\n\n参见 [QUANTAXIS 账户风险分析插件指南](Documents/risk.md)\n\n参见 [QUANTAXIS回测委托成交结算的说明](Documents/orderanddeal.md)\n\n参见 [QUANTAXIS回测分析](Documents/backtestanalysis.md)\n\n参见 [常见策略整理](Documents/strategy.md)\n\n参见 [简单策略回测详解](Documents/QUANTAXIS回测分析全过程讲解.md)\n\n参见 [T0交易的账户详解](Documents/TEST_ORDER_BACKTEST_T0.md)\n\n### 1.6 实盘\n\n#### 1.6.1 (股票) 实盘易 QAShipaneBroker(推荐)\n\n\n实盘易插件参见[实盘易](http://www.iguuu.com/e?x=18839)\n\n实盘易安装注意参见[安装注意](shipane_install_memo.md)\n\n#### 1.6.2 (股票) TTS QATTSBroker\n\n具体参见[QATTSBroker](QUANTAXIX/QAMARKET/QATTSBroker.py)\n\n#### 1.6.3 (期货) QAOtgBroker\n\nCTP 的websocket交易 : simnow demo: ws://www.yutiansut.com:7988\n\n关于websocket交易(可能存在一些不确定的bug 因此暂时不开放):\n\n目前已经开源参见 [QAOTGBROKER](https://github.com/yutiansut/QAOTGBROKER)\n\n### 1.6.4 (期货) QATRADER(推荐)\n\nCTP 的websocket 封装包括完整的账户/HTTP控制等\n\n目前已经开源参见 [QATRADER](https://github.com/yutiansut/QATRADER)\n\n#### 1.6.5 (期货) 海风AT封装 QAAtBroker\n\nCTP 的海风broker魔改封装: [QA_AtBroker](https://github.com/QUANTAXIS/QA_AtBroker)\n\n\n#### 1.6.6 (期货) VNPY QAVNPYBroker\n\n目前等VNPY 2.0的横空出世, 兼容py3.6/3.7后将进行对接\n\n\n\n### 1.7 网站HTTP服务(目前已经独立为 QUANTAXIS_WEBSERVICE)\n\n#### 1.7.1 网站后台标准化接口\n\n参见 [QUANTAXIS WEB API说明](Documents/backendapi.md)\n\n\n\n![](http://pic.yutiansut.com/framework.png)\n\n\n- [QUANTAXIS 2018开发计划表](job_list.md)\n\n\n## 2. 文档\n\n文档参见: [book](http://book.yutiansut.com)\n\n下载文档手册(实时更新)\n\n[PDF](https://www.gitbook.com/download/pdf/book/quantaxis/quantaxis) | [MOBI](https://www.gitbook.com/download/mobi/book/quantaxis/quantaxis) | [EPUB](https://www.gitbook.com/download/epub/book/quantaxis/quantaxis)\n\n## 3. 安装和部署\n\n```\nquantaxis 1.4.4 增加了cython编译加速过程, 如果需要cython的同学使用:\n\npython setup_cython.py build_ext --inplace\n\n再继续 pip install -e .\n\n必须要注意的事情: 以上为可选项并非强制!!\n\n\ncython 提速:\n\n1.4.3的Account.receive_simpledeal( 包括接受订单/更新账户) 为单次 1.88微秒\n1.4.4的Account.receive_simpledeal 为单次 570纳秒\n```\n\n### 3.0 安装说明\n参见 [安装说明](Documents/install.md)\n\n### 3.1 小白式上手\n\n\n参见 [小白上手教程WIN](Documents/install_for_new_to_coding.md)\n\n### 3.2 部署式安装\n\n\n```\npip install quantaxis -U\n```\n### 3.3 本地代码开发式安装\n\n本地安装\n```\ngit clone https://github.com/quantaxis/quantaxis --depth 1\n\ncd quantaxis\n\npip install -e .\n```\n### 3.4 代码提交式安装\n\n代码提交式安装代码提交参见 [代码提交](https://github.com/QUANTAXIS/QUANTAXIS/blob/master/Documents/about_pr.md)\n\n- fork QUANTAXIS 到你的github账户\n\n```\ngit clone https://github.com/你的账户名/quantaxis\n```\n\n## 4. 更新\n参见 [更新说明](Documents/update.md)\n\n## 5. Docker\n参见 [Docker](Documents/docker.md)\n## 6. 使用说明\n参见 \n\n\n* [QUANTAXIS的使用示例](https://github.com/quantaxis/QADemo)\n\n\n## 7. Jupyter示例\n参见 [Jupyter示例](jupyterexample)\n\n\n## 8. 开发计划\n参见 [开发计划](job_list.md)\n\n## 9. 常见问题FAQ\n\n参见 [FAQ](Documents/FAQ.md)\n\n## 10. 项目捐赠\n\n写代码不易...请作者喝杯咖啡呗?\n\n\n![](http://pic.yutiansut.com/alipay.png)\n\n(PS: 支付的时候请带上你的名字/昵称呀会维护一个赞助列表~ )\n\n[捐赠列表](CONTRIBUTING.md)\n\n\n\n## 11. QUANTAXIS 桌面级产品(全平台 WIN/MAC/LINUX)\n\n\n参见 [QUANTAXIS/QADESKTOP](https://github.com/quantaxis/qadesktop)\n\n![](http://pic.yutiansut.com/qad1.png)\n![](http://pic.yutiansut.com/qad2.png)\n![](http://pic.yutiansut.com/qad3.png)\n![](http://pic.yutiansut.com/qad4.png)\n![](http://pic.yutiansut.com/qad5.png)\n![](http://pic.yutiansut.com/qad6.png)\n![](http://pic.yutiansut.com/qad8.png)\n\n模拟实盘多账户管理\n\n![](http://pic.yutiansut.com/QQ%E6%88%AA%E5%9B%BE20190311015440.png)\n![](http://pic.yutiansut.com/QQ%E6%88%AA%E5%9B%BE20190311015451.png)\n![](http://pic.yutiansut.com/QQ%E6%88%AA%E5%9B%BE20190311015550.png)\n![](http://pic.yutiansut.com/QQ%E6%88%AA%E5%9B%BE20190311015537.png)\n\n手工定制版本 LAB\n\n![](http://pic.yutiansut.com/QADESK_LAB.png)\n\n## 12. QUANTAXIS 标准化协议和未来协议\n\n\nQUANTAXIS-Stardand-Protocol 版本号0.0.8\n\n详情参见 [QUANATXISProtocol](Documents/readme.md)\n\n\n## 13. 电脑配置推荐\n\n推荐配置:\n6代以上CPU+ 16/32GB DDR3/DDR4内存+ 256GB以上SSD硬盘\n\n最低配置:\n支持X64位的CPU\n\n因为在存储本地数据的时候,需要存储超过2GB的本地数据,而32位的MONGODB最高只支持2GB左右的数据存储,因此最少需要一个X64位的CPU\n\n如果SSD资源够用,尽量将数据存储在SSD中,增加```wiretiger```写盘的速度\n\n如果是阿里云/腾讯云的服务器,请在最初的时候选择64位的操作系统\n\n\n\n\n\n## Backers\n\nThank you to all our backers! 🙏 [[Become a backer](https://opencollective.com/QUANTAXIS#backer)]\n\n

\n\n\n## Sponsors\n\nSupport this project by becoming a sponsor. Your logo will show up here with a link to your website. [[Become a sponsor](https://opencollective.com/QUANTAXIS#sponsor)]\n\n

\n\n\n\n## License\n[![FOSSA Status](https://app.fossa.io/api/projects/git%2Bgithub.com%2FQUANTAXIS%2FQUANTAXIS.svg?type=large)](https://app.fossa.io/projects/git%2Bgithub.com%2FQUANTAXIS%2FQUANTAXIS?ref=badge_large) [![Join the chat at https://gitter.im/QUANTAXIS_tauruswang/Lobby](https://badges.gitter.im/QUANTAXIS_tauruswang/Lobby.svg)](https://gitter.im/QUANTAXIS_tauruswang/Lobby?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)\n","has_starred","hub_user","immutable_tags_settings",{"_76":11,"_77":78},"enabled","rules",[79],".*","is_automated","permissions",{"_83":21,"_84":11,"_85":11},"read","write","admin","user","storage_size",3538837618,"orgData","recentTags",[92],{"_93":44,"_94":95,"_96":97,"_98":99,"_100":101,"_50":120,"_121":95,"_122":33,"_123":56,"_57":124,"_125":126,"_127":110,"_128":120,"_129":118,"_130":21},"content_type","creator",770583,"full_size",651273984,"id",41290516,"images",[102],{"_103":104,"_105":106,"_107":108,"_109":110,"_111":112,"_113":114,"_115":108,"_116":-5,"_117":97,"_63":118,"_119":-5},"architecture","amd64","digest","sha256:cec48c1113bb40947cab09bbe10c7fd31a9eecbdc3c5a536db1de2bca27fd323","features","","last_pulled","2026-10-03T10:54:34.529785874Z","last_pushed","2019-07-28T21:17:38Z","os","linux","os_features","os_version","size","active","variant","2019-07-28T21:17:37.446682Z","last_updater","last_updater_username","media_type","latest","repository",6377413,"tag_last_pulled","tag_last_pushed","tag_status","v2","sbxKitMetadata","isPotentialSpam","isHubSbxKitsEnabled","showSbxLogoOverride","sbxTrademarkText","displaySecurityMetadata","tagAttestations","tagsHaveAttestations",[],"selectedTag","attestationsUrl","routes/_layout.r.$namespace.$reponame.tags",{"_38":144,"_151":152,"_138":161,"_162":11},{"_40":145,"_42":146,"_45":46,"_47":48,"_49":11,"_50":51,"_52":53,"_54":147,"_57":35,"_32":33,"_58":59,"_60":44,"_61":62,"_63":64,"_65":66,"_67":-5,"_68":69,"_70":71,"_72":11,"_73":33,"_74":148,"_80":21,"_81":150,"_86":33,"_87":88},[],[44],[56],{"_76":11,"_77":149},[79],{"_83":21,"_84":11,"_85":11},"tags",{"_153":62,"_154":-5,"_155":-5,"_156":157},"count","next","previous","results",[158],{"_93":44,"_94":95,"_96":97,"_98":99,"_100":159,"_50":120,"_121":95,"_122":33,"_123":56,"_57":124,"_125":126,"_127":110,"_128":120,"_129":118,"_130":21},[160],{"_103":104,"_105":106,"_107":108,"_109":110,"_111":112,"_113":114,"_115":108,"_116":-5,"_117":97,"_63":118,"_119":-5},[],"canDeleteTags","actionData","errors"]

barretthugh/qa-cron

Tags for barretthugh/qa-cron