diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 2c52d71e8..ef66ddbf3 100755
--- a/CONTRIBUTING.md
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@@ -3,7 +3,7 @@
写代码不易...请作者喝杯咖啡呗?
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(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~ )
diff --git a/Documents/DataStruct.md b/Documents/DataStruct.md
index e949806bc..20c4442be 100644
--- a/Documents/DataStruct.md
+++ b/Documents/DataStruct.md
@@ -1,7 +1,7 @@
# QUANTAXIS的核心数据结构以及方法
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属性用@property装饰器装饰,进行懒运算 提高效率
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```
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## 14. 统计学部分
diff --git a/Documents/about_event.md b/Documents/about_event.md
index 3805b5bb7..114cbf144 100644
--- a/Documents/about_event.md
+++ b/Documents/about_event.md
@@ -27,7 +27,7 @@ QAENGINE分三个部分
事件的核心可以简单理解为一个带队列的线程(进程/协程),将事件分类,做成生产者消费者模式,通过队列传递任务
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## QATASK - 存在于队列中的标准单元
diff --git a/Documents/about_market.md b/Documents/about_market.md
index 669749d23..80413d2e6 100644
--- a/Documents/about_market.md
+++ b/Documents/about_market.md
@@ -6,4 +6,4 @@ QUANTAXIS的market前置可以理解为一个类似于没有界面的交易客
在backtest中,使用时间轴(一个生成器)去推动数据更新和时间前进,在真实环境中,就是真实的时间和行情驱动前进
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diff --git a/Documents/about_pr.md b/Documents/about_pr.md
index 4ecfba8c9..6214c9ad5 100644
--- a/Documents/about_pr.md
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@@ -23,6 +23,6 @@ git push origin master
6. 提交代码
7. 等待审核通过
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diff --git a/Documents/docker.md b/Documents/docker.md
index cba7fdc8b..b5a61976c 100755
--- a/Documents/docker.md
+++ b/Documents/docker.md
@@ -73,7 +73,7 @@ docker pull registry.cn-shanghai.aliyuncs.com/yutiansut/quantaxis
```
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### 2.2. 1.2 运行镜像(2选1)
@@ -104,7 +104,7 @@ cd /home/quantaxis/config && nohup sh ./startjupyter.sh &
```
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diff --git a/Documents/install.md b/Documents/install.md
index ac7871f02..7ef4068a0 100755
--- a/Documents/install.md
+++ b/Documents/install.md
@@ -68,18 +68,18 @@ python backtest.py
## 启动jupyter 来运行QUANTAXIS
### 1.在命令行启动jupyter
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### 2.在产生的网页上新建一个notebook
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### 3.在notebook中运行代码
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### 4.保存notebook为可运行的python文件
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参见(usejupyter.md)
## 启动QUANTAXIS_Webkit来查看回测的结果
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登录后点击左上角 <模拟回测> 在模拟回测的选择界面的用户名搜索框输入回测的时候的用户名(默认是admin),回车
选择和你回测策略中名称一致的结果即可进入可视化界面
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(web操作的图太大 github上无法显示, 可以点进链接查看)
## 更新QUANTAXIS
diff --git a/Documents/usejupyter.md b/Documents/usejupyter.md
index d0d817374..192d77cb6 100644
--- a/Documents/usejupyter.md
+++ b/Documents/usejupyter.md
@@ -1,15 +1,15 @@
# 在jupyter中调试QUANTAXIS的代码
## 1.在命令行启动jupyter
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## 2.在产生的网页上新建一个notebook
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## 3.在notebook中运行代码
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## 4.保存notebook为可运行的python文件
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diff --git a/README.md b/README.md
index c6bec8dfc..ccf5c1b58 100755
--- a/README.md
+++ b/README.md
@@ -11,10 +11,10 @@
[点击右上角Star和Watch来跟踪项目进展! 点击Fork来创建属于你的QUANTAXIS!]
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> 欢迎加群讨论: 563280067 [群链接](https://jq.qq.com/?_wv=1027&k=4CEKGzn)
-> 欢迎关注公众号: 
+> 欢迎关注公众号: 
> 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
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## 1. 功能
======
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已经实现：
@@ -182,7 +182,7 @@ git clone https://github.com/你的账户名/quantaxis
写代码不易...请作者喝杯咖啡呗?
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(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~ )
@@ -192,15 +192,15 @@ git clone https://github.com/你的账户名/quantaxis
## 11. 回测Webkit插件概览
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## 12. QUANTAXIS 标准化协议和未来协议
diff --git a/README_ENG.md b/README_ENG.md
index ceb73d704..31be6b05b 100644
--- a/README_ENG.md
+++ b/README_ENG.md
@@ -9,10 +9,10 @@
[Click on Star and Watch in the upper right corner to track project progress! Click on Fork to create your own QUANTAXIS!]
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> Welcome to group discussion: [group link](https://jq.qq.com/?_wv=1027&k=4CEKGzn)
-> Welcome to the public number: 
+> Welcome to the public number: 
> Many questions can be found in [GITHUB ISSUE](https://github.com/QUANTAXIS/QUANTAXIS/issues), you can make a new issue
@@ -77,7 +77,7 @@ If it is an Alibaba Cloud/Tencent Cloud server, please select the 64-bit operati
## 1. Features
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Already achieved:
@@ -160,7 +160,7 @@ See [FAQ](Documents/FAQ.md)
Writing code is not easy... Please ask the author for a cup of coffee?
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(PS: When you pay, please bring your name/nickname. Will maintain a sponsorship list~)
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## 11. Backtesting Webkit Plugin Overview
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## 12. QUANTAXIS Standardization Agreement and Future Agreement
diff --git a/docker/readme.md b/docker/readme.md
index 6af319c01..939170a6c 100755
--- a/docker/readme.md
+++ b/docker/readme.md
@@ -35,7 +35,7 @@ docker pull quantaxis/quantaxis
```
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### 1.2 运行镜像