From e8a0f4f87261a3edaff82ebd54b5c22e8405d36f Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@foxmail.com>
Date: Thu, 17 Aug 2023 23:16:32 +0800
Subject: [PATCH 01/50] add bigcode readme.md

---
 4da66ef8e0eb414d6bb66715184ac7c.png | Bin 0 -> 12610 bytes
 bigcode-zh.md                       | 204 ++++++++++++++++++++++++++++
 c0ae4582a5f942754877106b8873413.png | Bin 0 -> 44724 bytes
 3 files changed, 204 insertions(+)
 create mode 100644 4da66ef8e0eb414d6bb66715184ac7c.png
 create mode 100644 bigcode-zh.md
 create mode 100644 c0ae4582a5f942754877106b8873413.png

diff --git a/4da66ef8e0eb414d6bb66715184ac7c.png b/4da66ef8e0eb414d6bb66715184ac7c.png
new file mode 100644
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diff --git a/bigcode-zh.md b/bigcode-zh.md
new file mode 100644
index 000000000..be89f195f
--- /dev/null
+++ b/bigcode-zh.md
@@ -0,0 +1,204 @@
+# 整合bigcode续写逻辑说明
+
+
+## 代码逻辑（以下内容与现有的代码完全兼容）
+1. 制作侧边栏并将实例化对象注入到 extension 的容器中
+
+- 在这个侧边栏中，提供一些选项，如 huggingface token，是否打开此功能等
+
+- 实现逻辑如下方 [制作则边栏配置页面](#制作则边栏配置页面) 和 此项目中 jupyter-ai 的做法
+
+2. 构造键盘监听器
+
+- 实现逻辑如下方 [配置键盘处理程序](#配置键盘处理程序)（在这里也展示了我们如何拿到 codemirror 实例以及获取所有的 cell ）
+
+3. 构造键盘监听器的处理程序
+
+- 续写（ctrl+space）
+  
+    1. 获取所有 cell（不包含输出）
+
+    2. 将所有 cell 的代码拼接作为 prompt（在这一步中需要限制 token ）
+
+    3. 将 prompt 发送到 bigcode
+
+    4. 解析bigcode的返回值（可能存在 stop-token 等无用字符）
+
+    5. 将解析好的返回值（下述: return-code）在请求时的 activeCell 中作为展示
+
+        1. 通过 codemirror 获取 cell 中的代码
+
+        2. 将 return-code 变成灰色 + cell 中的代码写入到cell中
+
+    6. 将 return-code 保存到 globalstate 中（ globalstate 是 react 的一个全局状态管理，被称为 "Context API"）
+
+    7. 将这次是"续写"的状态保存到 globalstate
+
+- 错误修正（ctrl+`）
+
+    1. 获取当前 cell（包含输出）
+
+    2. 将当前 cell 的代码进行格式化作为 prompt，并将 cell 中的代码保存到 globalstate
+
+    3. 将 prompt 发送到 bigcode
+
+    4. 解析 bigcode 的返回值（可能存在 stop-token 等无用字符）
+
+    5. 使用 diff 库制作不同颜色的字符串作为展示
+
+    6. 将解析好的返回值保存到 globalstate 中
+
+    7. 将这次是"修改错误"的状态保存到 globalstate
+
+- 填入正在展示的代码（ctrl）
+
+    1. 获取当前 cell
+
+    2. 在 globalstate 拿到缓存的续写代码片段和请求的状态（"续写"|"修改错误"）
+
+    3. 如果状态合法，将缓存的续写代码片段通过 codemirror 写入到 cell 中
+    
+        1. 获取焦点的 cell 的 codemirror 实例
+
+        2. codemirror 存在回溯的一个函数（历史API），我们拿到请求时的代码，加上 return-code 作为新的代码，通过codemirror 写入到 cell中（这个举例是"续写"，如果是"修改错误"，直接将 return-code 作为新的代码，写入即可）
+
+    4. 如果状态等信息不合法或者用户没有按下ctrl键，那么我们取消展示
+
+        1. 获取焦点的 cell 的 codemirror 实例
+
+        2. 通过 codemirror 的回溯函数找到请求时的代码片段进行写入
+
+
+
+## 用户使用逻辑线
+
+### 简易使用逻辑
+- 续写：按下键盘事件 -> 请求到bigcode -> 解析返回值 -> 通过上文中获取的"codemirror"实例进行展示（实际是使用不同颜色的字进行写入）-> 用户按下写入键 -> 使用codemirror的回溯功能找到上一次编辑的代码（类似于：ctrl+z），使用回溯找到展示之前的代码加上bigcode返回的代码（如果按下别的键，则我们直接回溯即可）
+
+- 修复bug：同理，只是在展示的时候需要调用diff库
+
+##  制作则边栏配置页面
+
+### 图片说明
+<div style="display: flex;">
+  <div style="flex: 50%; padding: 10px;">
+    <img src="c0ae4582a5f942754877106b8873413.png" style="max-width: 100%; height: auto;">
+  </div>
+  <div style="flex: 50%; padding: 10px;">
+    <img src="4da66ef8e0eb414d6bb66715184ac7c.png" style="max-width: 100%; height: auto;">
+  </div>
+</div>
+
+在上述两个图片中，左图是jupyter-ai的配置页面，我们可以在它的下边制作一个新的点击框，如右图
+
+### 具体实现方式
+
+#### 代码说明
+```typescript
+// src/widgets/bigcode.tsx
+// 侧边栏构造方法
+export function buildBigcodeSidebar(): ReactWidget {
+  const BigCodeWidget = ReactWidget.create(
+    // dom 结构... 这个dom结构是点击之后展示的dom，如上方右图中 options 的页面（填写apikey，save按钮等）
+  );
+  BigCodeWidget.id = 'jupyter-ai::bigcode';
+  BigCodeWidget.title.icon = chatIcon;
+  BigCodeWidget.title.caption = 'bigcode continuation';
+  return BigCodeWidget;
+}
+```
+
+```typescript
+// src/index.ts
+// labextension 前端入口点
+const plugin: JupyterFrontEndPlugin<void> = {
+  id: 'jupyter_ai:plugin',
+  autoStart: true,
+  optional: [IGlobalAwareness, ILayoutRestorer],
+  activate: async (
+    app: JupyterFrontEnd,
+    restorer: ILayoutRestorer | null
+  ) => {
+    // 构造侧边栏实例
+    const bigcodeWidget = buildBigcodeSidebar();
+    // 将则边栏添加到jupyterlab中
+    app.shell.add(bigcodeWidget, 'left', { rank: 2401 });
+
+    if (restorer) {
+      // 添加到 JupyterLab 的布局恢复管理器中，以便在用户关闭并重新打开 JupyterLab 时，可以恢复之前的部件布局状态。
+      restorer.add(bigcodeWidget, 'bigcode-continuation-write');
+    }
+  }
+};
+
+export default plugin;
+```
+
+#### 文字说明
+
+1. 定义Widget构造器方法 ```export function buildBigcodeSidebar(): ReactWidget {}```
+2. 在构造器中构造Widget ```const BigCodeWidget = ReactWidget.create( dom结构... );```
+3. 配置如id，图标，标题等基本信息 ```BigCodeWidget.xxx = xxx```
+4. return BigCodeWidget
+5. labextension 前端入口点添加这个侧边栏到jupyterlab中 ```app.shell.add(bigcodeWidget, 'left', { rank: 2401 })```
+
+## 配置键盘处理程序
+
+### 具体实现方式
+
+#### 代码说明
+
+```typescript
+// src/handler/handleKeyDown.ts
+// 监听键盘事件处理程序
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  /*
+  在这个说明版本中我们添加监听器到全局中，
+  实际开发中我们应该换成在 jupyterlab 的右侧代码填写区dom中，
+  并且我们需要根据配置页面是否打开此功能来动态启动此处理程序
+  */   
+  document.addEventListener('keydown', event => {
+    // 检测到 Ctrl 键被按下，此处可以进行进一步处理
+    if (event.ctrlKey) {
+      // 获取当前活动的文档窗口
+      const currentWidget = app.shell.currentWidget;
+      if (!(widget instanceof DocumentWidget)) {
+          return null;
+      }
+      const { content } = widget
+      // 当前操作的单元格
+      const activeCell = content.activeCell;
+      // 当前操作的单元格的 codemirror 实例对象
+      const editor = activeCell.editor as CodeMirrorEditor;
+      // 所有的单元格  
+      const allCell = content.cellsArray
+    }
+  });
+};
+```
+```typescript
+// src/index.ts
+// 引入上方ts文件的函数
+import { handleKeyDown } from './handler/onKeyDown';
+// labextension 前端入口点
+const plugin: JupyterFrontEndPlugin<void> = {
+  id: 'jupyter_ai:plugin',
+  autoStart: true,
+  optional: [IGlobalAwareness, ILayoutRestorer],
+  activate: async (
+    app: JupyterFrontEnd
+  ) => {
+    // 启动此处理程序
+    handleKeyDown(app);
+  }
+};
+
+export default plugin;
+```
+
+#### 文字说明
+
+1. 构造handler处理程序，如"src/handler/handleKeyDown.ts"
+2. 在app加载此处理程序，如"src/index.ts"
+
+
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From 7132c2592e256723e583d2827fd1b4ddfb0bb6d1 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@foxmail.com>
Date: Thu, 17 Aug 2023 23:19:06 +0800
Subject: [PATCH 02/50] fix readmd image bug

---
 bigcode-zh.md | 11 +++--------
 1 file changed, 3 insertions(+), 8 deletions(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index be89f195f..5ca312212 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -80,14 +80,9 @@
 ##  制作则边栏配置页面
 
 ### 图片说明
-<div style="display: flex;">
-  <div style="flex: 50%; padding: 10px;">
-    <img src="c0ae4582a5f942754877106b8873413.png" style="max-width: 100%; height: auto;">
-  </div>
-  <div style="flex: 50%; padding: 10px;">
-    <img src="4da66ef8e0eb414d6bb66715184ac7c.png" style="max-width: 100%; height: auto;">
-  </div>
-</div>
+| ![image1](c0ae4582a5f942754877106b8873413.png) | ![image2](4da66ef8e0eb414d6bb66715184ac7c.png) |
+|:-------------------------------------------:|:-------------------------------------------:|
+
 
 在上述两个图片中，左图是jupyter-ai的配置页面，我们可以在它的下边制作一个新的点击框，如右图
 

From 4e7763f407762905f1de21b742e9ca0d41d61a37 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@foxmail.com>
Date: Fri, 18 Aug 2023 06:56:01 +0800
Subject: [PATCH 03/50] Improve method in readme

---
 1832d8b22d533b541c760768294f62a.png | Bin 0 -> 46044 bytes
 25e92f7ca6584b8a8ed08edbeb6091c.png | Bin 0 -> 52587 bytes
 4b76618d42d0eca97916f6803fc897e.png | Bin 0 -> 138558 bytes
 a078a5dde3707cedbc3e8dfc9139bfe.png | Bin 0 -> 25630 bytes
 a27f22e60010ea84d5598122e5ffc4b.png | Bin 0 -> 23562 bytes
 bigcode-zh.md                       | 398 +++++++++++++++++++++++++++-
 d4d68d587cbe2176cad3c1ea35b7963.png | Bin 0 -> 60132 bytes
 d6dd5cffcf0c9feabd58d7cd4127075.png | Bin 0 -> 46855 bytes
 ebfa682888d9d5ee23a83b3d040d9cf.png | Bin 0 -> 32713 bytes
 9 files changed, 392 insertions(+), 6 deletions(-)
 create mode 100644 1832d8b22d533b541c760768294f62a.png
 create mode 100644 25e92f7ca6584b8a8ed08edbeb6091c.png
 create mode 100644 4b76618d42d0eca97916f6803fc897e.png
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 create mode 100644 d4d68d587cbe2176cad3c1ea35b7963.png
 create mode 100644 d6dd5cffcf0c9feabd58d7cd4127075.png
 create mode 100644 ebfa682888d9d5ee23a83b3d040d9cf.png

diff --git a/1832d8b22d533b541c760768294f62a.png b/1832d8b22d533b541c760768294f62a.png
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diff --git a/bigcode-zh.md b/bigcode-zh.md
index 5ca312212..cec77c025 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -16,7 +16,7 @@
 
 - 续写（ctrl+space）
   
-    1. 获取所有 cell（不包含输出）
+    1. [获取所有单元格的代码](#获取所有单元格的代码-不指定当前cell处于何处)（不包含输出）
 
     2. 将所有 cell 的代码拼接作为 prompt（在这一步中需要限制 token ）
 
@@ -26,17 +26,17 @@
 
     5. 将解析好的返回值（下述: return-code）在请求时的 activeCell 中作为展示
 
-        1. 通过 codemirror 获取 cell 中的代码
+        1. [获取当前单元格的代码](#获取当前单元格的代码)
 
-        2. 将 return-code 变成灰色 + cell 中的代码写入到cell中
+        2. 将 return-code 变成灰色 + cell 中的代码写入到cell中（暂时未找到方案）
 
-    6. 将 return-code 保存到 globalstate 中（ globalstate 是 react 的一个全局状态管理，被称为 "Context API"）
+    6. 将 return-code 保存到 globalstate 中（ 参考[注册全局变量池](#注册全局变量池)）
 
     7. 将这次是"续写"的状态保存到 globalstate
 
 - 错误修正（ctrl+`）
 
-    1. 获取当前 cell（包含输出）
+    1. 获取当前 cell（包含输出，参考[获取当前单元格输出](#获取当前单元格输出)和[获取所有单元格的代码（在当前单元格的指针之前的代码）](#获取所有单元格的代码-在当前单元格的指针之前的代码)）
 
     2. 将当前 cell 的代码进行格式化作为 prompt，并将 cell 中的代码保存到 globalstate
 
@@ -60,7 +60,7 @@
     
         1. 获取焦点的 cell 的 codemirror 实例
 
-        2. codemirror 存在回溯的一个函数（历史API），我们拿到请求时的代码，加上 return-code 作为新的代码，通过codemirror 写入到 cell中（这个举例是"续写"，如果是"修改错误"，直接将 return-code 作为新的代码，写入即可）
+        2. codemirror 存在回溯的一个函数（ctrl+z，参考 [回溯](#回溯)），我们拿到请求时的代码，加上 return-code 作为新的代码，通过codemirror 写入到 cell中（这个举例是"续写"，如果是"修改错误"，直接将 return-code 作为新的代码，写入即可，参考[替换单元格内所有字符](#替换单元格内所有字符)）
 
     4. 如果状态等信息不合法或者用户没有按下ctrl键，那么我们取消展示
 
@@ -197,3 +197,389 @@ export default plugin;
 2. 在app加载此处理程序，如"src/index.ts"
 
 
+
+### 工具方法(以下方法均参考jupyter-ai)
+
+#### 首先我们引入jupyter的类型
+```typescript
+import { JupyterFrontEnd } from '@jupyterlab/application';
+import { DocumentWidget } from '@jupyterlab/docregistry';
+import { Notebook } from '@jupyterlab/notebook';
+import { FileEditor } from '@jupyterlab/fileeditor';
+import { CodeEditor } from '@jupyterlab/codeeditor';
+import { Widget } from '@lumino/widgets';
+```
+
+
+#### getContent
+
+```typescript
+const getContent = (widget: DocumentWidget): Widget => {
+  const { content } = widget;
+  return content
+}
+```
+
+#### getEditorByWidget
+```typescript
+const getEditorByWidget = (content: Widget): CodeEditor.IEditor | null | undefined => {
+  let editor: CodeEditor.IEditor | null | undefined;
+
+  if (content instanceof FileEditor) {
+    editor = content.editor;
+  } else if (content instanceof Notebook) {
+    editor = content.activeCell?.editor;
+  }
+
+  return editor
+}
+```
+
+#### getTextByEditor
+```typescript
+const getTextByEditor = (editor: CodeEditor.IEditor): string => {
+    return editor.model.sharedModel.getSource()
+}
+```
+
+### 实用方法（以下的代码均由键盘事件监听器完成）
+
+#### 获取当前单元格的代码
+
+```typescript
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  document.addEventListener('keydown', event => {
+    if (event.ctrlKey) {
+      const currentWidget = app.shell.currentWidget;
+
+      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+        return
+      }
+
+      const content = getContent(currentWidget)
+      const editor = getEditorByWidget(content)
+
+      if (editor){
+        console.log("code", getTextByEditor(editor));
+      }
+
+    }
+  });
+};
+
+```
+
+![Alt text](d6dd5cffcf0c9feabd58d7cd4127075.png)
+
+
+#### 获取当前单元格的代码（位于鼠标指针之前的）
+```typescript
+// 由于我没找到内置的方法，索引我们需要定义一个新的方法，
+const getCellTextByPosition = (editor: CodeEditor.IEditor) => {
+  const position = editor.getCursorPosition()
+  const text = getTextByEditor(editor)
+  const codeLines = splitString(text)
+
+  const codeLinesPositionBefore = []
+  for (let index = 0; index <= position.line; index++){
+    if (index == position.line){
+      codeLinesPositionBefore.push(codeLines[index].slice(0, position.column))
+      continue
+    }
+
+    codeLinesPositionBefore.push(codeLines[index])
+  }
+
+  return codeLinesPositionBefore
+}
+
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  document.addEventListener('keydown', event => {
+    if (event.ctrlKey) {
+      const currentWidget = app.shell.currentWidget;
+
+      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+        return
+      }
+
+      const content = getContent(currentWidget)
+      const editor = getEditorByWidget(content)
+
+      if (editor) {
+        console.log(getCellTextByPosition(editor));
+      }
+
+    }
+  });
+```
+**这个图片中我只指针位于第一个a之后，但是截图不到指针。**
+![Alt text](ebfa682888d9d5ee23a83b3d040d9cf.png)
+
+
+#### 获取所有单元格的代码-不指定当前cell处于何处
+
+
+```typescript
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  document.addEventListener('keydown', event => {
+    if (event.ctrlKey) {
+      const currentWidget = app.shell.currentWidget;
+
+      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+        return
+      }
+
+      const content = getContent(currentWidget)
+         
+      if (content instanceof Notebook){
+        const allCellText = []        
+        for (const widget of content.widgets){
+          const editor = widget.editor
+          if (editor){
+            const text = getTextByEditor(editor)
+            allCellText.push(text)
+          }
+        }
+        console.log("allCellText",allCellText);
+        
+      }
+    }
+  });
+};
+
+```
+![Alt text](d4d68d587cbe2176cad3c1ea35b7963.png)
+
+#### 获取所有单元格的代码-在当前单元格的指针之前的代码
+
+```typescript
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  document.addEventListener('keydown', event => {
+    if (event.ctrlKey) {
+      const currentWidget = app.shell.currentWidget;
+
+      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+        return
+      }
+
+      const content = getContent(currentWidget)
+      if (content instanceof Notebook) {
+        const allCellText = []
+        const widgets = content.widgets
+        const activeCellIndex = content.activeCellIndex
+
+        for (let index = 0;index <= activeCellIndex; index++){
+          const widget = widgets[index]
+          const editor = widget.editor
+          if (editor){
+            if (index == activeCellIndex){
+              const cellLines= getCellTextByPosition(editor)
+              allCellText.push(cellLines.join("\n"))
+              break
+            }
+  
+            const text = getTextByEditor(editor)
+            allCellText.push(text)
+          }
+          
+        }
+
+        console.log("allCellText", allCellText);
+
+      }
+    }
+  })
+};
+```
+
+**鼠标放在aaa之后**
+![Alt text](25e92f7ca6584b8a8ed08edbeb6091c.png)
+
+
+#### 替换单元格内所有字符
+```typescript
+// 做法一
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  document.addEventListener('keydown', event => {
+    if (event.ctrlKey) {
+      const currentWidget = app.shell.currentWidget;
+
+      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+        return
+      }
+
+      const content = getContent(currentWidget)
+      const editor = getEditorByWidget(content)
+
+      if (editor && "replaceSelection" in editor){
+        if (editor){
+          // 首先我依旧没找到内置方法，所以我们先计算行数于最后一行的长度
+          const lineLenght = editor.lineCount
+          const lastLineLenght = editor.getLine(lineLenght - 1)?.length
+
+          // 理论上不可能出现越界
+          if (lineLenght && lastLineLenght){
+            // 选择cell中的代码，这里是选择了全部的
+            editor.setSelection({start:{line:0, column: 0}, end:{line: lineLenght - 1, column: lastLineLenght}});
+            
+            // 因为我们之前判断过"replaceSelection"函数是否在editor，但是过不了ts类型检查，所以强制转化成any
+            (editor as any).replaceSelection("This replace string\nthis second line");
+          }
+        }
+      }
+
+    }
+  });
+};
+
+// 做法2
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  document.addEventListener('keydown', event => {
+    if (event.ctrlKey) {
+      const currentWidget = app.shell.currentWidget;
+
+      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+        return
+      }
+
+      const content = getContent(currentWidget)
+      const editor = getEditorByWidget(content)
+      if (editor){
+        editor.model.sharedModel.setSource("This replace string\nthis second line")
+      }
+    }
+  })
+};
+
+```
+按下ctrl后
+| ![Alt text](a078a5dde3707cedbc3e8dfc9139bfe.png) | ![Alt text](a27f22e60010ea84d5598122e5ffc4b.png)|
+|:-------------------------------------------:|:-------------------------------------------:|
+
+
+#### 回溯
+
+ (这里沿用了 [替换单元格内所有字符](#替换单元格内所有字符)的代码)
+
+```typescript
+// 有两种方案可选，这里演示的是"撤销上次的更改"，还有一种方式是通过历史api来寻找
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  document.addEventListener('keydown', event => {
+    if (event.ctrlKey) {
+      const currentWidget = app.shell.currentWidget;
+
+      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+        return
+      }
+
+      const content = getContent(currentWidget)
+      const editor = getEditorByWidget(content)
+
+      if (editor && "replaceSelection" in editor){
+        if (editor){
+          // 首先我依旧没找到内置方法，所以我们先计算行数于最后一行的长度
+          const lineLenght = editor.lineCount
+          const lastLineLenght = editor.getLine(lineLenght - 1)?.length
+
+          // 理论上不可能出现越界
+          if (lineLenght && lastLineLenght){
+            // 我们在这里先这只执行操作之前的鼠标位置
+            const prePosition = editor.getCursorPosition()
+            editor.setSelection({start:{line:0, column: 0}, end:{line: lineLenght - 1, column: lastLineLenght}});
+            
+            // 因为我们之前判断过"replaceSelection"函数是否在editor，但是过不了ts类型检查，所以强制转化成any
+            (editor as any).replaceSelection("This replace string\nthis second line");
+           
+            // 撤销上次的更改 
+            editor.undo()
+            // 使鼠标指针恢复到之前的位置
+            editor.setCursorPosition(prePosition)
+            
+          }
+        }
+      }
+      
+    }
+  });
+};
+```
+不好做图
+
+#### 获取当前单元格输出
+```typescript
+const getCellOutput = (currentWidget: DocumentWidget)=>{
+  const notebook = currentWidget.content as Notebook;
+  const activeCell = notebook.activeCell;
+
+  if (activeCell instanceof CodeCell) {
+    return activeCell.model.sharedModel.outputs
+  }  
+
+}
+
+
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  document.addEventListener('keydown', event => {
+    if (event.ctrlKey) {
+      const currentWidget = app.shell.currentWidget;
+
+      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+        return
+      }
+
+      console.log(getCellOutput(currentWidget));
+      
+    }
+  })
+};
+
+```
+![Alt text](4b76618d42d0eca97916f6803fc897e.png)
+
+
+#### 注册全局变量池
+```typescript
+// context.ts
+import { observable, makeObservable, action } from "mobx";
+
+class GlobalStore {
+    @observable count: number = 0;
+
+    constructor() {
+        makeObservable(this);
+    }
+
+    @action
+    increment() {
+        this.count += 1;
+    }
+
+    incrementCount() {
+        this.increment();
+    }
+}
+
+export default new GlobalStore();
+export interface IGlobalStore extends GlobalStore { }
+
+// other1.ts
+import globalStore from "./context"
+setInterval(()=>{
+  console.log(globalStore.count);
+}, 200)
+
+
+// other2.ts
+import globalStore from "./context"
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  document.addEventListener('keydown', event => {
+    if (event.ctrlKey) {
+      globalStore.incrementCount()
+    }
+  })
+};
+
+```
+每当按下ctrl时，数据都会更新
+
+![Alt text](1832d8b22d533b541c760768294f62a.png)
\ No newline at end of file
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HcmV?d00001


From 25251cdd816c74088572603295b2be5ea49ae0de Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@foxmail.com>
Date: Fri, 18 Aug 2023 06:59:15 +0800
Subject: [PATCH 04/50] Improve method in readme

---
 bigcode-zh.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index cec77c025..57cf733f8 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -483,7 +483,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 
           // 理论上不可能出现越界
           if (lineLenght && lastLineLenght){
-            // 我们在这里先这只执行操作之前的鼠标位置
+            // 我们在这里获取展示代码前的鼠标位置
             const prePosition = editor.getCursorPosition()
             editor.setSelection({start:{line:0, column: 0}, end:{line: lineLenght - 1, column: lastLineLenght}});
             
@@ -503,7 +503,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
   });
 };
 ```
-不好做图
+这个测试，图不好做就没做
 
 #### 获取当前单元格输出
 ```typescript

From d6e50383b042cdf3bfa6f3aa414471dbc58616f2 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@foxmail.com>
Date: Fri, 18 Aug 2023 07:01:18 +0800
Subject: [PATCH 05/50] add merge plan

---
 bigcode-zh.md | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index 57cf733f8..c69620c9a 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -1,7 +1,7 @@
 # 整合bigcode续写逻辑说明
 
 
-## 代码逻辑（以下内容与现有的代码完全兼容）
+## 代码逻辑（以下内容与现有的jupyter-ai代码完全兼容）
 1. 制作侧边栏并将实例化对象注入到 extension 的容器中
 
 - 在这个侧边栏中，提供一些选项，如 huggingface token，是否打开此功能等
@@ -582,4 +582,10 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 ```
 每当按下ctrl时，数据都会更新
 
-![Alt text](1832d8b22d533b541c760768294f62a.png)
\ No newline at end of file
+![Alt text](1832d8b22d533b541c760768294f62a.png)
+
+
+## merge to jupyter-ai
+
+在已有的"jupyter-ai"前端扩展中，添加一个新的js适配程序，然后在项目启动时加载这个程序就好了。
+参考 "https://github.com/jupyterlab/jupyter-ai/blob/main/packages/jupyter-ai/src/index.ts" 中 plugin 的 activate 方法

From f85b05cfa6586f6fe8c4f8defa36a0dc24cb7cf8 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@foxmail.com>
Date: Fri, 18 Aug 2023 07:13:52 +0800
Subject: [PATCH 06/50] Continue to improve readme.md

---
 bigcode-zh.md | 25 ++++++++++++++++++++++---
 1 file changed, 22 insertions(+), 3 deletions(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index c69620c9a..78ee7da7c 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -160,6 +160,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
       if (!(widget instanceof DocumentWidget)) {
           return null;
       }
+      // content的类型也是widget，只不过是被widget容器包裹起来的
       const { content } = widget
       // 当前操作的单元格
       const activeCell = content.activeCell;
@@ -214,6 +215,7 @@ import { Widget } from '@lumino/widgets';
 #### getContent
 
 ```typescript
+// 获取 widget 实例
 const getContent = (widget: DocumentWidget): Widget => {
   const { content } = widget;
   return content
@@ -222,9 +224,11 @@ const getContent = (widget: DocumentWidget): Widget => {
 
 #### getEditorByWidget
 ```typescript
+// 通过实例获取 editor
 const getEditorByWidget = (content: Widget): CodeEditor.IEditor | null | undefined => {
   let editor: CodeEditor.IEditor | null | undefined;
 
+  // 两种类型
   if (content instanceof FileEditor) {
     editor = content.editor;
   } else if (content instanceof Notebook) {
@@ -237,6 +241,7 @@ const getEditorByWidget = (content: Widget): CodeEditor.IEditor | null | undefin
 
 #### getTextByEditor
 ```typescript
+// 获取 editor 单元格的代码文本
 const getTextByEditor = (editor: CodeEditor.IEditor): string => {
     return editor.model.sharedModel.getSource()
 }
@@ -274,13 +279,15 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 
 #### 获取当前单元格的代码（位于鼠标指针之前的）
 ```typescript
-// 由于我没找到内置的方法，索引我们需要定义一个新的方法，
+// 获取指定 editor 中，指针之前的所有代码
+// 由于我没找到内置的方法，所以我们需要定义一个新的方法，
 const getCellTextByPosition = (editor: CodeEditor.IEditor) => {
   const position = editor.getCursorPosition()
   const text = getTextByEditor(editor)
   const codeLines = splitString(text)
 
   const codeLinesPositionBefore = []
+  // 从第一个单元格遍历到活动单元格的位置
   for (let index = 0; index <= position.line; index++){
     if (index == position.line){
       codeLinesPositionBefore.push(codeLines[index].slice(0, position.column))
@@ -330,9 +337,11 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
       }
 
       const content = getContent(currentWidget)
-         
+      
+      // 暂时固定，没找到其他实例类型
       if (content instanceof Notebook){
         const allCellText = []        
+        // 获取所有的实例化 widget
         for (const widget of content.widgets){
           const editor = widget.editor
           if (editor){
@@ -372,6 +381,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
           const widget = widgets[index]
           const editor = widget.editor
           if (editor){
+            // 如果是当前的单元格
             if (index == activeCellIndex){
               const cellLines= getCellTextByPosition(editor)
               allCellText.push(cellLines.join("\n"))
@@ -445,6 +455,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
       const content = getContent(currentWidget)
       const editor = getEditorByWidget(content)
       if (editor){
+        // 直接替换codemirror中的值
         editor.model.sharedModel.setSource("This replace string\nthis second line")
       }
     }
@@ -509,9 +520,12 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 ```typescript
 const getCellOutput = (currentWidget: DocumentWidget)=>{
   const notebook = currentWidget.content as Notebook;
+  // 获取当前单元格
   const activeCell = notebook.activeCell;
-
+  
+  // 不同的实例有不同的获取方式
   if (activeCell instanceof CodeCell) {
+    // 获取输出
     return activeCell.model.sharedModel.outputs
   }  
 
@@ -521,8 +535,10 @@ const getCellOutput = (currentWidget: DocumentWidget)=>{
 export const handleKeyDown = (app: JupyterFrontEnd) => {
   document.addEventListener('keydown', event => {
     if (event.ctrlKey) {
+      // 获取当前的Widget
       const currentWidget = app.shell.currentWidget;
 
+      // Widget必须是DocumentWidget，我们才可以操作
       if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
         return
       }
@@ -543,12 +559,14 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 import { observable, makeObservable, action } from "mobx";
 
 class GlobalStore {
+    // 定义变量
     @observable count: number = 0;
 
     constructor() {
         makeObservable(this);
     }
 
+    // 可以被立即响应的操作函数
     @action
     increment() {
         this.count += 1;
@@ -563,6 +581,7 @@ export default new GlobalStore();
 export interface IGlobalStore extends GlobalStore { }
 
 // other1.ts
+// 引入globalStore
 import globalStore from "./context"
 setInterval(()=>{
   console.log(globalStore.count);

From d9e630cffc5312fa3eb37225e7e78d10666bbec6 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@foxmail.com>
Date: Sat, 19 Aug 2023 02:41:59 +0800
Subject: [PATCH 07/50] add changed code color to readme

---
 bigcode-zh.md                       | 104 +++++++++++++++++++++++++++-
 d0e99b6c858d103cc0485be7eac50a6.png | Bin 0 -> 16573 bytes
 fc633cebddaeb5a2cdb1c678b90e407.png | Bin 0 -> 12563 bytes
 3 files changed, 102 insertions(+), 2 deletions(-)
 create mode 100644 d0e99b6c858d103cc0485be7eac50a6.png
 create mode 100644 fc633cebddaeb5a2cdb1c678b90e407.png

diff --git a/bigcode-zh.md b/bigcode-zh.md
index 78ee7da7c..1fbc9643f 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -28,7 +28,7 @@
 
         1. [获取当前单元格的代码](#获取当前单元格的代码)
 
-        2. 将 return-code 变成灰色 + cell 中的代码写入到cell中（暂时未找到方案）
+        2. 将 return-code 变成灰色 + cell 中的代码写入到cell中（参考[更改代码颜色](#更改代码颜色)）
 
     6. 将 return-code 保存到 globalstate 中（ 参考[注册全局变量池](#注册全局变量池)）
 
@@ -228,7 +228,7 @@ const getContent = (widget: DocumentWidget): Widget => {
 const getEditorByWidget = (content: Widget): CodeEditor.IEditor | null | undefined => {
   let editor: CodeEditor.IEditor | null | undefined;
 
-  // 两种类型
+  // content存在多种类型
   if (content instanceof FileEditor) {
     editor = content.editor;
   } else if (content instanceof Notebook) {
@@ -604,6 +604,106 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 ![Alt text](1832d8b22d533b541c760768294f62a.png)
 
 
+#### 更改代码颜色
+
+```typescript
+// 以下例子是将新增的代码变成红色
+// 首先定义一个Effect用来保存转换颜色之前的字符以及对应的主题
+const clearRedTextEffect = StateEffect.define({});
+
+// 通过clearRedTextEffect还原之前代码的颜色
+export function removeRedTextStatus(view: EditorView) {
+  view.dispatch({
+    effects: clearRedTextEffect.of(null)
+  });
+}
+
+// 制作标记的状态（就是说们标记了一个字符串，那么这个字符串 dom 的 class 是"red-color"）
+const redTexteMark = Decoration.mark({ class: "red-color" })
+
+// 标记的 css 主题
+const redTextTheme = EditorView.baseTheme(
+  { 
+    ".red-color > span": { color: "red !important" },
+    ".red-color ": { color: "red !important" }
+  }
+)
+
+// 保存我们需要更改的字符和主题对应的容器（我们需要先计算那些是字符是我们需要的）
+const changeRangeTextStatus = StateEffect.define<{ from: number, to: number }>({ map: ({ from, to }, change) => ({ from: change.mapPos(from), to: change.mapPos(to) }) })
+
+// codemirror 中 editorView 的 extension
+const redTextField = StateField.define<DecorationSet>({
+  create() { return Decoration.none },
+  update(redTexts, tr) {
+    redTexts = redTexts.map(tr.changes)
+    for (let e of tr.effects) {
+      if (e.is(changeRangeTextStatus)) {
+        redTexts = redTexts.update({
+          add: [redTexteMark.range(e.value.from, e.value.to)]
+        })
+      }
+    }
+    if (tr.effects.some(e => e.is(clearRedTextEffect))) {
+      return Decoration.none;
+    }
+    
+    return redTexts
+  },
+  provide: f => EditorView.decorations.from(f)
+})
+
+// 将 EditorView 的指定范围的字符更改成红色
+export function redTexSelection(view: EditorView, start: number, end: number) {
+  if (start == end) return false
+  let effects: StateEffect<unknown>[] = [changeRangeTextStatus.of({ from: start, to: end })]
+
+  if (!view.state.field(redTextField, false)) effects.push(StateEffect.appendConfig.of([redTextField, redTextTheme]))
+
+  view.dispatch({ effects })
+  return true
+}
+
+export const handleKeyDown = (app: JupyterFrontEnd) => {
+  document.addEventListener('keydown', event => {
+    if (event.ctrlKey) {
+      // 获取当前活动的文档窗口
+      const currentWidget = app.shell.currentWidget;
+      if (!(currentWidget instanceof DocumentWidget)) {
+        return null;
+      }
+      // content的类型也是widget，只不过是被widget容器包裹起来的
+      const { content } = currentWidget;
+      // 当前操作的单元格
+      const activeCell = content.activeCell;
+      // 当前操作的单元格的 codemirror 实例对象
+      const editor = activeCell.editor as CodeMirrorEditor;
+      if (editor) {
+        const view = editor.editor
+        
+        // 获取原先cell中的代码
+        const oldCodeText = editor.model.sharedModel.getSource()
+        // 我们需要添加的代码（非必要）
+        const newCodeText = "\n    print('hello world!')\nhello()"
+        // 更新当前的代码
+        editor.model.sharedModel.setSource(oldCodeText + newCodeText)
+
+        // 将新增加的代码颜色变成红色
+        redTexSelection(view, oldCodeText.length, (oldCodeText+newCodeText).length)
+        // 还原成之前的样子
+        removeRedTextStatus(view)
+      }
+    }
+  })
+};
+
+```
+
+左图没有调用 removeRedTextStatus 函数，右图反之
+| ![Alt text](fc633cebddaeb5a2cdb1c678b90e407.png) | ![Alt text](d0e99b6c858d103cc0485be7eac50a6.png)|
+|:-------------------------------------------:|:-------------------------------------------:|
+
+
 ## merge to jupyter-ai
 
 在已有的"jupyter-ai"前端扩展中，添加一个新的js适配程序，然后在项目启动时加载这个程序就好了。
diff --git a/d0e99b6c858d103cc0485be7eac50a6.png b/d0e99b6c858d103cc0485be7eac50a6.png
new file mode 100644
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HcmV?d00001


From 10165e989602adc687ee83dfd7f8c46fcc487a3d Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@foxmail.com>
Date: Sat, 19 Aug 2023 04:14:28 +0800
Subject: [PATCH 08/50] add save data to laocl plan

---
 bigcode-zh.md | 145 +++++++++++++++++++++++++++++++++-----------------
 1 file changed, 95 insertions(+), 50 deletions(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index 1fbc9643f..34804c309 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -79,6 +79,13 @@
 
 ##  制作则边栏配置页面
 
+### 文字说明逻辑
+
+1. 定义Widget构造器方法 ```export function buildBigcodeSidebar(): ReactWidget {}```
+2. 在构造器中构造Widget ```const BigCodeWidget = ReactWidget.create( dom结构... );```
+3. 配置如id，图标，标题等基本信息 ```BigCodeWidget.xxx = xxx```
+5. labextension 前端入口点添加这个侧边栏（Widget）到jupyterlab中 ```app.shell.add(bigcodeWidget, 'left', { rank: 2401 })```
+
 ### 图片说明
 | ![image1](c0ae4582a5f942754877106b8873413.png) | ![image2](4da66ef8e0eb414d6bb66715184ac7c.png) |
 |:-------------------------------------------:|:-------------------------------------------:|
@@ -129,44 +136,46 @@ const plugin: JupyterFrontEndPlugin<void> = {
 export default plugin;
 ```
 
-#### 文字说明
-
-1. 定义Widget构造器方法 ```export function buildBigcodeSidebar(): ReactWidget {}```
-2. 在构造器中构造Widget ```const BigCodeWidget = ReactWidget.create( dom结构... );```
-3. 配置如id，图标，标题等基本信息 ```BigCodeWidget.xxx = xxx```
-4. return BigCodeWidget
-5. labextension 前端入口点添加这个侧边栏到jupyterlab中 ```app.shell.add(bigcodeWidget, 'left', { rank: 2401 })```
 
 ## 配置键盘处理程序
 
-### 具体实现方式
+### 文字说明逻辑
 
-#### 代码说明
+1. 构造handler处理程序，如"src/handler/handleKeyDown.ts"
+2. 在app加载此处理程序，如"src/index.ts"
+
+### 代码说明
 
 ```typescript
 // src/handler/handleKeyDown.ts
 // 监听键盘事件处理程序
 export const handleKeyDown = (app: JupyterFrontEnd) => {
   /*
-  在这个说明版本中我们添加监听器到全局中，
+  在这个说明版本中我们添加监听器到全局document中，
   实际开发中我们应该换成在 jupyterlab 的右侧代码填写区dom中，
   并且我们需要根据配置页面是否打开此功能来动态启动此处理程序
   */   
   document.addEventListener('keydown', event => {
     // 检测到 Ctrl 键被按下，此处可以进行进一步处理
     if (event.ctrlKey) {
+      // 以下是获取单元格的示例
+      
+      
       // 获取当前活动的文档窗口
+      // app： This type is useful as a generic application against which front-end plugins * can be authored. It inherits from the Lumino `Application`.
+      // shell：The shell widget is the root "container" widget for the entire application. It will typically expose an API which allows the application plugins to insert content in a variety of places.
+      // DocumentWidget: DocumentWidget 在源码中继承了 MainAreaWidget，是指整个右侧的窗口（一个notebook）
       const currentWidget = app.shell.currentWidget;
-      if (!(widget instanceof DocumentWidget)) {
+      if (!(currentWidget instanceof DocumentWidget)) {
           return null;
       }
-      // content的类型也是widget，只不过是被widget容器包裹起来的
-      const { content } = widget
+      // 这个 content 通常是主要的编辑区域，对于notebook，它表示包含所有单元格的区域，但是它的类型也是 Widget
+      const { content } = currentWidget
       // 当前操作的单元格
       const activeCell = content.activeCell;
       // 当前操作的单元格的 codemirror 实例对象
       const editor = activeCell.editor as CodeMirrorEditor;
-      // 所有的单元格  
+      // 所有的单元格（list）
       const allCell = content.cellsArray
     }
   });
@@ -192,16 +201,10 @@ const plugin: JupyterFrontEndPlugin<void> = {
 export default plugin;
 ```
 
-#### 文字说明
-
-1. 构造handler处理程序，如"src/handler/handleKeyDown.ts"
-2. 在app加载此处理程序，如"src/index.ts"
-
-
 
-### 工具方法(以下方法均参考jupyter-ai)
+### 工具方法（以下方法均参考jupyter-ai）
 
-#### 首先我们引入jupyter的类型
+### 首先我们引入jupyter的类型
 ```typescript
 import { JupyterFrontEnd } from '@jupyterlab/application';
 import { DocumentWidget } from '@jupyterlab/docregistry';
@@ -212,7 +215,7 @@ import { Widget } from '@lumino/widgets';
 ```
 
 
-#### getContent
+### getContent
 
 ```typescript
 // 获取 widget 实例
@@ -222,13 +225,13 @@ const getContent = (widget: DocumentWidget): Widget => {
 }
 ```
 
-#### getEditorByWidget
+### getEditorByWidget
 ```typescript
-// 通过实例获取 editor
+// 通过 widget 实例获取当前 cell 的 editor，CodeEditor.IEditor 是指接口，具体实现类为 CodeMirrorEditor
 const getEditorByWidget = (content: Widget): CodeEditor.IEditor | null | undefined => {
   let editor: CodeEditor.IEditor | null | undefined;
 
-  // content存在多种类型
+  // content 存在多种类型
   if (content instanceof FileEditor) {
     editor = content.editor;
   } else if (content instanceof Notebook) {
@@ -239,7 +242,7 @@ const getEditorByWidget = (content: Widget): CodeEditor.IEditor | null | undefin
 }
 ```
 
-#### getTextByEditor
+### getTextByEditor
 ```typescript
 // 获取 editor 单元格的代码文本
 const getTextByEditor = (editor: CodeEditor.IEditor): string => {
@@ -247,9 +250,15 @@ const getTextByEditor = (editor: CodeEditor.IEditor): string => {
 }
 ```
 
-### 实用方法（以下的代码均由键盘事件监听器完成）
+## 实用方法（以下的代码均由键盘事件监听器进行测试）
 
-#### 获取当前单元格的代码
+### 获取当前单元格的代码
+
+#### 文字说明逻辑
+1. 获取当前打开的 notebook 窗口的实例（currentWidget）
+2. 检查 currentWidget 类型是否为 DocumentWidget，如果不是则终止此操作（其余类型类似与文本等）
+3. 获取 CodeMirrorEditor
+4. 通过 CodeMirrorEditor 获取当前单元格代码
 
 ```typescript
 export const handleKeyDown = (app: JupyterFrontEnd) => {
@@ -277,18 +286,37 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 ![Alt text](d6dd5cffcf0c9feabd58d7cd4127075.png)
 
 
-#### 获取当前单元格的代码（位于鼠标指针之前的）
+### 获取当前单元格的代码-位于鼠标指针之前的
+
+#### 文字说明逻辑
+1. 获取当前打开的 notebook 窗口的实例（currentWidget）
+2. 检查 currentWidget 类型是否为 DocumentWidget，如果不是则终止此操作（其余类型类似与文本等）
+3. 获取 CodeMirrorEditor
+4. 通过 CodeMirrorEditor 获取鼠标定位
+5. 获取当前单元格文本（以下简称code）
+6. 通过行拆分 code
+7. 遍历行到当前的行并把内容放到返回的容器中
+8. 如果是当前行，则拿到当前行中鼠标位置行之前代码
+
 ```typescript
-// 获取指定 editor 中，指针之前的所有代码
-// 由于我没找到内置的方法，所以我们需要定义一个新的方法，
+// 通过行拆分string
+const splitString = (input: string): string[] => {
+  return input.split(/(?<!\\)\n/).map(part => part.replace('\\\\n', '\\n'));
+};
+
+// 获取指定 editor（一个cell）中，指针之前的所有代码
 const getCellTextByPosition = (editor: CodeEditor.IEditor) => {
+  // 获取鼠标定位，例如 {column: 2, line: 1}
   const position = editor.getCursorPosition()
   const text = getTextByEditor(editor)
+
+  // 通过\n进行拆分
   const codeLines = splitString(text)
 
   const codeLinesPositionBefore = []
   // 从第一个单元格遍历到活动单元格的位置
   for (let index = 0; index <= position.line; index++){
+    // 如果遍历到当前单元格
     if (index == position.line){
       codeLinesPositionBefore.push(codeLines[index].slice(0, position.column))
       continue
@@ -324,7 +352,10 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 
 
 #### 获取所有单元格的代码-不指定当前cell处于何处
-
+1. 获取当前打开的 notebook 窗口的实例（currentWidget）
+2. 检查 currentWidget 类型是否为 DocumentWidget，如果不是则终止此操作（其余类型类似与文本等）
+3. 通过 currentWidget 找到所有的cell
+4. 提取所有cell中的代码，并返回
 
 ```typescript
 export const handleKeyDown = (app: JupyterFrontEnd) => {
@@ -337,13 +368,12 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
       }
 
       const content = getContent(currentWidget)
-      
-      // 暂时固定，没找到其他实例类型
+
       if (content instanceof Notebook){
         const allCellText = []        
-        // 获取所有的实例化 widget
-        for (const widget of content.widgets){
-          const editor = widget.editor
+        // 获取所有的实例化 Cell，和 DocumentWidget.content.activeCell 类型相同，类型依旧为 Widget
+        for (const cell of content.widgets){
+          const editor = cell.editor
           if (editor){
             const text = getTextByEditor(editor)
             allCellText.push(text)
@@ -360,7 +390,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 ![Alt text](d4d68d587cbe2176cad3c1ea35b7963.png)
 
 #### 获取所有单元格的代码-在当前单元格的指针之前的代码
-
+整合[获取当前单元格的代码-位于鼠标指针之前的](#获取当前单元格的代码-位于鼠标指针之前的)和[获取所有单元格的代码-不指定当前cell处于何处](#获取所有单元格的代码-不指定当前cell处于何处)
 ```typescript
 export const handleKeyDown = (app: JupyterFrontEnd) => {
   document.addEventListener('keydown', event => {
@@ -377,7 +407,8 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
         const widgets = content.widgets
         const activeCellIndex = content.activeCellIndex
 
-        for (let index = 0;index <= activeCellIndex; index++){
+        // 遍历到当前单元格
+        for (let index = 0; index <= activeCellIndex; index++){
           const widget = widgets[index]
           const editor = widget.editor
           if (editor){
@@ -407,6 +438,14 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 
 
 #### 替换单元格内所有字符
+1. 同以上...
+2. 同以上...
+3. 方案1: 
+    - 通过当前 cell 的 editor 拿到这这cell中的行数和最后一行的长度
+    - 选择上述行数与长度选择单元格的代码（类似与ctrl+a）
+    - 使用 CodeMirrorEditor 的 replaceSelection 函数进行替换
+4. 方案2: 直接通过 editor.model.sharedModel.setSource() 进行替换
+
 ```typescript
 // 做法一
 export const handleKeyDown = (app: JupyterFrontEnd) => {
@@ -423,7 +462,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 
       if (editor && "replaceSelection" in editor){
         if (editor){
-          // 首先我依旧没找到内置方法，所以我们先计算行数于最后一行的长度
+          // 我们先计算行数于最后一行的长度
           const lineLenght = editor.lineCount
           const lastLineLenght = editor.getLine(lineLenght - 1)?.length
 
@@ -432,8 +471,8 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
             // 选择cell中的代码，这里是选择了全部的
             editor.setSelection({start:{line:0, column: 0}, end:{line: lineLenght - 1, column: lastLineLenght}});
             
-            // 因为我们之前判断过"replaceSelection"函数是否在editor，但是过不了ts类型检查，所以强制转化成any
-            (editor as any).replaceSelection("This replace string\nthis second line");
+            // 只有 CodeMirrorEditor 实现了 replaceSelection函数，其余 editor 类型并没有实现 replaceSelection
+            (editor as CodeMirrorEditor).replaceSelection("This replace string\nthis second line");
           }
         }
       }
@@ -472,6 +511,10 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 
  (这里沿用了 [替换单元格内所有字符](#替换单元格内所有字符)的代码)
 
+1. 通过editor获取鼠标定位保存到变量中
+2. editor.undo()：此函数类型于ctrl+z
+3. 将鼠标指针指向"1."条中获取的鼠标位置
+
 ```typescript
 // 有两种方案可选，这里演示的是"撤销上次的更改"，还有一种方式是通过历史api来寻找
 export const handleKeyDown = (app: JupyterFrontEnd) => {
@@ -488,24 +531,20 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 
       if (editor && "replaceSelection" in editor){
         if (editor){
-          // 首先我依旧没找到内置方法，所以我们先计算行数于最后一行的长度
           const lineLenght = editor.lineCount
           const lastLineLenght = editor.getLine(lineLenght - 1)?.length
 
-          // 理论上不可能出现越界
           if (lineLenght && lastLineLenght){
             // 我们在这里获取展示代码前的鼠标位置
             const prePosition = editor.getCursorPosition()
             editor.setSelection({start:{line:0, column: 0}, end:{line: lineLenght - 1, column: lastLineLenght}});
             
-            // 因为我们之前判断过"replaceSelection"函数是否在editor，但是过不了ts类型检查，所以强制转化成any
-            (editor as any).replaceSelection("This replace string\nthis second line");
+            (editor as CodeMirrorEditor).replaceSelection("This replace string\nthis second line");
            
             // 撤销上次的更改 
             editor.undo()
-            // 使鼠标指针恢复到之前的位置
+            // 使鼠标指针恢复到之前的位置，否则会指向0位
             editor.setCursorPosition(prePosition)
-            
           }
         }
       }
@@ -531,7 +570,6 @@ const getCellOutput = (currentWidget: DocumentWidget)=>{
 
 }
 
-
 export const handleKeyDown = (app: JupyterFrontEnd) => {
   document.addEventListener('keydown', event => {
     if (event.ctrlKey) {
@@ -555,6 +593,13 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 
 #### 注册全局变量池
 ```typescript
+此方案不同于 jupyter-ai 的做法
+jupyter-ai 做法：用户填写完 model/apikey 等信息，点击保存后，会进行请求到后端（py文件地址为："packages/jupyter-ai/jupyter-ai/handlers.py"），由后端保存到".loacl"中
+我当前想的做法：
+方案1. 每次用户打开必须重新填写，因为我们只需要前端进行网络请求（jupyter-ai是后端），在只有前端情况下，任何持久化都是不安全的。
+方案2. 修改 jupyter-ai 的后端，使其可以接受我们新的配置参数，并提供get接口，以确保每次加载 jupyterlab 时，我们都可以从后端读取配置
+方案3. 我们也使用后端进行请求，这样是最安全的，并且在前端用户还可以看到代码在一点点增加
+
 // context.ts
 import { observable, makeObservable, action } from "mobx";
 

From b97fc857991a5058a749cc90f4663babc216a061 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@foxmail.com>
Date: Sat, 19 Aug 2023 04:20:36 +0800
Subject: [PATCH 09/50] move md Images to local ./mdImages

---
 bigcode-zh.md                                 |  24 ++++++++++--------
 .../1832d8b22d533b541c760768294f62a.png       | Bin
 .../25e92f7ca6584b8a8ed08edbeb6091c.png       | Bin
 .../4b76618d42d0eca97916f6803fc897e.png       | Bin
 .../4da66ef8e0eb414d6bb66715184ac7c.png       | Bin
 .../a078a5dde3707cedbc3e8dfc9139bfe.png       | Bin
 .../a27f22e60010ea84d5598122e5ffc4b.png       | Bin
 .../c0ae4582a5f942754877106b8873413.png       | Bin
 .../d0e99b6c858d103cc0485be7eac50a6.png       | Bin
 .../d4d68d587cbe2176cad3c1ea35b7963.png       | Bin
 .../d6dd5cffcf0c9feabd58d7cd4127075.png       | Bin
 .../ebfa682888d9d5ee23a83b3d040d9cf.png       | Bin
 .../fc633cebddaeb5a2cdb1c678b90e407.png       | Bin
 13 files changed, 13 insertions(+), 11 deletions(-)
 rename 1832d8b22d533b541c760768294f62a.png => mdImages/1832d8b22d533b541c760768294f62a.png (100%)
 rename 25e92f7ca6584b8a8ed08edbeb6091c.png => mdImages/25e92f7ca6584b8a8ed08edbeb6091c.png (100%)
 rename 4b76618d42d0eca97916f6803fc897e.png => mdImages/4b76618d42d0eca97916f6803fc897e.png (100%)
 rename 4da66ef8e0eb414d6bb66715184ac7c.png => mdImages/4da66ef8e0eb414d6bb66715184ac7c.png (100%)
 rename a078a5dde3707cedbc3e8dfc9139bfe.png => mdImages/a078a5dde3707cedbc3e8dfc9139bfe.png (100%)
 rename a27f22e60010ea84d5598122e5ffc4b.png => mdImages/a27f22e60010ea84d5598122e5ffc4b.png (100%)
 rename c0ae4582a5f942754877106b8873413.png => mdImages/c0ae4582a5f942754877106b8873413.png (100%)
 rename d0e99b6c858d103cc0485be7eac50a6.png => mdImages/d0e99b6c858d103cc0485be7eac50a6.png (100%)
 rename d4d68d587cbe2176cad3c1ea35b7963.png => mdImages/d4d68d587cbe2176cad3c1ea35b7963.png (100%)
 rename d6dd5cffcf0c9feabd58d7cd4127075.png => mdImages/d6dd5cffcf0c9feabd58d7cd4127075.png (100%)
 rename ebfa682888d9d5ee23a83b3d040d9cf.png => mdImages/ebfa682888d9d5ee23a83b3d040d9cf.png (100%)
 rename fc633cebddaeb5a2cdb1c678b90e407.png => mdImages/fc633cebddaeb5a2cdb1c678b90e407.png (100%)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index 34804c309..d55e78f52 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -87,7 +87,7 @@
 5. labextension 前端入口点添加这个侧边栏（Widget）到jupyterlab中 ```app.shell.add(bigcodeWidget, 'left', { rank: 2401 })```
 
 ### 图片说明
-| ![image1](c0ae4582a5f942754877106b8873413.png) | ![image2](4da66ef8e0eb414d6bb66715184ac7c.png) |
+| ![image1](mdImages/c0ae4582a5f942754877106b8873413.png) | ![image2](mdImages/4da66ef8e0eb414d6bb66715184ac7c.png) |
 |:-------------------------------------------:|:-------------------------------------------:|
 
 
@@ -283,7 +283,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 
 ```
 
-![Alt text](d6dd5cffcf0c9feabd58d7cd4127075.png)
+![Alt text](mdImages/d6dd5cffcf0c9feabd58d7cd4127075.png)
 
 
 ### 获取当前单元格的代码-位于鼠标指针之前的
@@ -348,7 +348,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
   });
 ```
 **这个图片中我只指针位于第一个a之后，但是截图不到指针。**
-![Alt text](ebfa682888d9d5ee23a83b3d040d9cf.png)
+![Alt text](mdImages/ebfa682888d9d5ee23a83b3d040d9cf.png)
 
 
 #### 获取所有单元格的代码-不指定当前cell处于何处
@@ -387,7 +387,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 };
 
 ```
-![Alt text](d4d68d587cbe2176cad3c1ea35b7963.png)
+![Alt text](mdImages/d4d68d587cbe2176cad3c1ea35b7963.png)
 
 #### 获取所有单元格的代码-在当前单元格的指针之前的代码
 整合[获取当前单元格的代码-位于鼠标指针之前的](#获取当前单元格的代码-位于鼠标指针之前的)和[获取所有单元格的代码-不指定当前cell处于何处](#获取所有单元格的代码-不指定当前cell处于何处)
@@ -434,7 +434,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 ```
 
 **鼠标放在aaa之后**
-![Alt text](25e92f7ca6584b8a8ed08edbeb6091c.png)
+![Alt text](mdImages/25e92f7ca6584b8a8ed08edbeb6091c.png)
 
 
 #### 替换单元格内所有字符
@@ -503,7 +503,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 
 ```
 按下ctrl后
-| ![Alt text](a078a5dde3707cedbc3e8dfc9139bfe.png) | ![Alt text](a27f22e60010ea84d5598122e5ffc4b.png)|
+| ![Alt text](mdImages/a078a5dde3707cedbc3e8dfc9139bfe.png) | ![Alt text](mdImages/a27f22e60010ea84d5598122e5ffc4b.png)|
 |:-------------------------------------------:|:-------------------------------------------:|
 
 
@@ -588,17 +588,19 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 };
 
 ```
-![Alt text](4b76618d42d0eca97916f6803fc897e.png)
+![Alt text](mdImages/4b76618d42d0eca97916f6803fc897e.png)
 
 
 #### 注册全局变量池
 ```typescript
 此方案不同于 jupyter-ai 的做法
-jupyter-ai 做法：用户填写完 model/apikey 等信息，点击保存后，会进行请求到后端（py文件地址为："packages/jupyter-ai/jupyter-ai/handlers.py"），由后端保存到".loacl"中
+
+jupyter-ai 做法：用户填写完 model/apikey 等信息，点击保存后，会进行请求到后端（py文件地址为："packages/jupyter-ai/jupyter-ai/handlers.py"），由后端保存到"~/.loacl"目录中
+
 我当前想的做法：
 方案1. 每次用户打开必须重新填写，因为我们只需要前端进行网络请求（jupyter-ai是后端），在只有前端情况下，任何持久化都是不安全的。
 方案2. 修改 jupyter-ai 的后端，使其可以接受我们新的配置参数，并提供get接口，以确保每次加载 jupyterlab 时，我们都可以从后端读取配置
-方案3. 我们也使用后端进行请求，这样是最安全的，并且在前端用户还可以看到代码在一点点增加
+方案3. 我们也使用后端进行请求，这样是最安全的
 
 // context.ts
 import { observable, makeObservable, action } from "mobx";
@@ -646,7 +648,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 ```
 每当按下ctrl时，数据都会更新
 
-![Alt text](1832d8b22d533b541c760768294f62a.png)
+![Alt text](mdImages/1832d8b22d533b541c760768294f62a.png)
 
 
 #### 更改代码颜色
@@ -745,7 +747,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 ```
 
 左图没有调用 removeRedTextStatus 函数，右图反之
-| ![Alt text](fc633cebddaeb5a2cdb1c678b90e407.png) | ![Alt text](d0e99b6c858d103cc0485be7eac50a6.png)|
+| ![Alt text](mdImages/fc633cebddaeb5a2cdb1c678b90e407.png) | ![Alt text](mdImages/d0e99b6c858d103cc0485be7eac50a6.png)|
 |:-------------------------------------------:|:-------------------------------------------:|
 
 
diff --git a/1832d8b22d533b541c760768294f62a.png b/mdImages/1832d8b22d533b541c760768294f62a.png
similarity index 100%
rename from 1832d8b22d533b541c760768294f62a.png
rename to mdImages/1832d8b22d533b541c760768294f62a.png
diff --git a/25e92f7ca6584b8a8ed08edbeb6091c.png b/mdImages/25e92f7ca6584b8a8ed08edbeb6091c.png
similarity index 100%
rename from 25e92f7ca6584b8a8ed08edbeb6091c.png
rename to mdImages/25e92f7ca6584b8a8ed08edbeb6091c.png
diff --git a/4b76618d42d0eca97916f6803fc897e.png b/mdImages/4b76618d42d0eca97916f6803fc897e.png
similarity index 100%
rename from 4b76618d42d0eca97916f6803fc897e.png
rename to mdImages/4b76618d42d0eca97916f6803fc897e.png
diff --git a/4da66ef8e0eb414d6bb66715184ac7c.png b/mdImages/4da66ef8e0eb414d6bb66715184ac7c.png
similarity index 100%
rename from 4da66ef8e0eb414d6bb66715184ac7c.png
rename to mdImages/4da66ef8e0eb414d6bb66715184ac7c.png
diff --git a/a078a5dde3707cedbc3e8dfc9139bfe.png b/mdImages/a078a5dde3707cedbc3e8dfc9139bfe.png
similarity index 100%
rename from a078a5dde3707cedbc3e8dfc9139bfe.png
rename to mdImages/a078a5dde3707cedbc3e8dfc9139bfe.png
diff --git a/a27f22e60010ea84d5598122e5ffc4b.png b/mdImages/a27f22e60010ea84d5598122e5ffc4b.png
similarity index 100%
rename from a27f22e60010ea84d5598122e5ffc4b.png
rename to mdImages/a27f22e60010ea84d5598122e5ffc4b.png
diff --git a/c0ae4582a5f942754877106b8873413.png b/mdImages/c0ae4582a5f942754877106b8873413.png
similarity index 100%
rename from c0ae4582a5f942754877106b8873413.png
rename to mdImages/c0ae4582a5f942754877106b8873413.png
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From 7691d2bdd266665551719d4e98162e6cedda9b68 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Sat, 19 Aug 2023 07:12:20 +0800
Subject: [PATCH 10/50] fix logic bug in readme

---
 bigcode-zh.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index d55e78f52..78fb61c98 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -161,7 +161,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
       // 以下是获取单元格的示例
       
       
-      // 获取当前活动的文档窗口
+      // 获取当前活动的文档窗口，它可以是任何可视化的组件，如文档窗口、文件浏览器、绘图工具等
       // app： This type is useful as a generic application against which front-end plugins * can be authored. It inherits from the Lumino `Application`.
       // shell：The shell widget is the root "container" widget for the entire application. It will typically expose an API which allows the application plugins to insert content in a variety of places.
       // DocumentWidget: DocumentWidget 在源码中继承了 MainAreaWidget，是指整个右侧的窗口（一个notebook）
@@ -169,7 +169,7 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
       if (!(currentWidget instanceof DocumentWidget)) {
           return null;
       }
-      // 这个 content 通常是主要的编辑区域，对于notebook，它表示包含所有单元格的区域，但是它的类型也是 Widget
+      // 这个 content 通常是主要的编辑区域，对于notebook，它表示包含所有单元格的区域，也可以被成为当前文档，它的类型也是 Widget
       const { content } = currentWidget
       // 当前操作的单元格
       const activeCell = content.activeCell;
@@ -227,7 +227,7 @@ const getContent = (widget: DocumentWidget): Widget => {
 
 ### getEditorByWidget
 ```typescript
-// 通过 widget 实例获取当前 cell 的 editor，CodeEditor.IEditor 是指接口，具体实现类为 CodeMirrorEditor
+// 通过文档 widget 实例获取当前 cell 的 editor，CodeEditor.IEditor 是指接口，具体实现类为 CodeMirrorEditor
 const getEditorByWidget = (content: Widget): CodeEditor.IEditor | null | undefined => {
   let editor: CodeEditor.IEditor | null | undefined;
 
@@ -256,7 +256,7 @@ const getTextByEditor = (editor: CodeEditor.IEditor): string => {
 
 #### 文字说明逻辑
 1. 获取当前打开的 notebook 窗口的实例（currentWidget）
-2. 检查 currentWidget 类型是否为 DocumentWidget，如果不是则终止此操作（其余类型类似与文本等）
+2. 检查 currentWidget 类型是否为 DocumentWidget，如果不是则终止此操作
 3. 获取 CodeMirrorEditor
 4. 通过 CodeMirrorEditor 获取当前单元格代码
 

From 78730d38d353a9ec664106e455c4a57337e217b9 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Sat, 19 Aug 2023 09:24:53 +0800
Subject: [PATCH 11/50] fix logic bug in readme

---
 bigcode-zh.md | 109 +++++++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 107 insertions(+), 2 deletions(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index 78fb61c98..d324040ae 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -10,9 +10,9 @@
 
 2. 构造键盘监听器
 
-- 实现逻辑如下方 [配置键盘处理程序](#配置键盘处理程序)（在这里也展示了我们如何拿到 codemirror 实例以及获取所有的 cell ）
+- 实现逻辑如下方 [绑定键盘事件](#绑定键盘事件)
 
-3. 构造键盘监听器的处理程序
+1. 构造键盘监听器的处理程序
 
 - 续写（ctrl+space）
   
@@ -750,6 +750,111 @@ export const handleKeyDown = (app: JupyterFrontEnd) => {
 | ![Alt text](mdImages/fc633cebddaeb5a2cdb1c678b90e407.png) | ![Alt text](mdImages/d0e99b6c858d103cc0485be7eac50a6.png)|
 |:-------------------------------------------:|:-------------------------------------------:|
 
+### 绑定键盘事件
+
+1. 首先创建一个关于键盘点击并且是 ediorView 的 extension
+2. 在第一次加载时给所有单元格添加此 extension, 并且设置监听函数, 用于监听新增的单元格时给新增的单元格添加此 extension
+3. 将主函数放到jupyter-lab-extension的入口点函数中
+
+```typescript
+// src/handler/handleKeyDown.ts
+// 制作一个关于 keydown 的 extension, 并将其置于所有默认键盘时间最上方
+const extension = Prec.highest(
+  keymap.of([
+    {
+      key: "Enter", run: () => {
+        return false;
+      }
+    }
+  ])
+)
+
+// 每当有一个新的单元格新增时
+const handleCellAdded = async (notebookPanel: NotebookPanel) => {
+  const notebook = notebookPanel.content;
+  if (!notebook || !notebook.model) {
+    return
+  }
+
+  notebook.model.cells.changed.connect(async (sender, args) => {
+    if (args.type === 'add') {
+      const addedCells = args.newValues;
+      addedCells.forEach(async (cell) => {
+        const widgetIndex = notebookPanel.content.widgets.findIndex(widget => widget.model.id === cell.id);
+        if (widgetIndex !== -1) {
+          const cellWidget = notebookPanel.content.widgets[widgetIndex];
+          // 等待 notebook 完成新增单元格的初始化
+          await notebookPanel.context.ready;
+          const editor = cellWidget.editor as CodeMirrorEditor;
+          const view = editor.editor as EditorView;
+          const tr = view.state.update({
+            effects: StateEffect.appendConfig.of(extension)
+          });
+
+          view.dispatch(tr);
+        }
+      });
+    }
+  });
+};
+
+// 当改变 notebook 窗口时(如果第一次打开jupyter-lab也会执行此函数)
+const init = (app: JupyterFrontEnd) => {
+  if (!(app.shell instanceof LabShell)) {
+    throw 'Shell is not an instance of LabShell. Jupyter AI does not currently support custom shells.';
+  }
+
+  app.shell.currentChanged.connect((sender, args) => {
+    const currentWidget = args.newValue
+    if (!currentWidget || !(currentWidget instanceof NotebookPanel)) {
+      return
+    }
+
+    handleCellAdded(currentWidget)
+    const content = getContent(currentWidget)
+
+    if (content instanceof Notebook) {
+      for (const cell of content.widgets) {
+        const editor = cell.editor as CodeMirrorEditor
+        const view = editor.editor as EditorView;
+        const tr = view.state.update({
+          effects: StateEffect.appendConfig.of(extension)
+        });
+
+        view.dispatch(tr);
+      }
+    }
+
+  });
+}
+
+
+export const handleKeyDown = async (app: JupyterFrontEnd) => {
+  await app.start()
+  init(app)
+};
+
+```
+```typescript
+// src/index.ts
+// 引入上方ts文件的函数
+import { handleKeyDown } from './handler/onKeyDown';
+// labextension 前端入口点
+const plugin: JupyterFrontEndPlugin<void> = {
+  id: 'jupyter_ai:plugin',
+  autoStart: true,
+  optional: [IGlobalAwareness, ILayoutRestorer],
+  activate: async (
+    app: JupyterFrontEnd
+  ) => {
+    // 启动此处理程序
+    handleKeyDown(app);
+  }
+};
+
+export default plugin;
+```
+
 
 ## merge to jupyter-ai
 

From 9d25bf694731e5cdc25fb893eda6836e00d56340 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Wed, 23 Aug 2023 10:29:00 +0800
Subject: [PATCH 12/50] refactor readme

---
 bigcode-zh.md                              | 864 +--------------------
 packages/jupyter-ai/src/index.ts           |   6 +
 packages/jupyter-ai/src/keydown-handler.ts |  98 +++
 packages/jupyter-ai/src/utils/context.ts   |   0
 packages/jupyter-ai/src/utils/instance.ts  |   8 +
 5 files changed, 131 insertions(+), 845 deletions(-)
 create mode 100644 packages/jupyter-ai/src/keydown-handler.ts
 create mode 100644 packages/jupyter-ai/src/utils/context.ts
 create mode 100644 packages/jupyter-ai/src/utils/instance.ts

diff --git a/bigcode-zh.md b/bigcode-zh.md
index d324040ae..c3d5e4de4 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -1,862 +1,36 @@
 # 整合bigcode续写逻辑说明
 
 
-## 代码逻辑（以下内容与现有的jupyter-ai代码完全兼容）
-1. 制作侧边栏并将实例化对象注入到 extension 的容器中
+## 逻辑梳理
+我们目前的做法是基于现有的 jupyter-ai 代码做的扩展（属于 jupyter-ai 的一部分）
 
-- 在这个侧边栏中，提供一些选项，如 huggingface token，是否打开此功能等
+### 前端
 
-- 实现逻辑如下方 [制作则边栏配置页面](#制作则边栏配置页面) 和 此项目中 jupyter-ai 的做法
+#### 键盘处理事件
 
-2. 构造键盘监听器
+1. 创建 mirrorcode 的 extension（键盘事件）
+2. 当 notebook 发生变化时，将 notebbok 默认选中的 cell 添加此 extension
+3. 在 notebook 中挂载 cell 变化事件，如果 cell 发生变化，则将 extension 添加至 
+4. cell 的 codemirror实例中
+5. 在app加载此处理程序
 
-- 实现逻辑如下方 [绑定键盘事件](#绑定键盘事件)
 
-1. 构造键盘监听器的处理程序
+代码参考[keydown-handler.ts](./packages/jupyter-ai/src/keydown-handler.ts)
 
-- 续写（ctrl+space）
-  
-    1. [获取所有单元格的代码](#获取所有单元格的代码-不指定当前cell处于何处)（不包含输出）
+#### 侧边栏(暂无代码实现)
+1. 定义Widget构造器方法 export function buildBigcodeSidebar(): ReactWidget {}
+2. 在构造器中构造Widget const BigCodeWidget = ReactWidget.create( dom结构... );
+3. 配置如id，图标，标题等基本信息 BigCodeWidget.xxx = xxx
+4. labextension 前端入口点添加这个侧边栏（Widget）到jupyterlab中 app.shell.add5.(bigcodeWidget, 'left', { rank: 2401 })
 
-    2. 将所有 cell 的代码拼接作为 prompt（在这一步中需要限制 token ）
 
-    3. 将 prompt 发送到 bigcode
+#### 续写（ctrl+space）
 
-    4. 解析bigcode的返回值（可能存在 stop-token 等无用字符）
 
-    5. 将解析好的返回值（下述: return-code）在请求时的 activeCell 中作为展示
 
-        1. [获取当前单元格的代码](#获取当前单元格的代码)
+### 后端
 
-        2. 将 return-code 变成灰色 + cell 中的代码写入到cell中（参考[更改代码颜色](#更改代码颜色)）
+在 jupyter-ai 中，用户填写的信息后，会进行请求到后端[handlers](./packages/jupyter-ai/jupyter_ai/handlers.py)，由后端保存到"~/.loacl"目录中。
 
-    6. 将 return-code 保存到 globalstate 中（ 参考[注册全局变量池](#注册全局变量池)）
+我们延伸此架构，使原先的接口可以新增 bigcode 的配置
 
-    7. 将这次是"续写"的状态保存到 globalstate
-
-- 错误修正（ctrl+`）
-
-    1. 获取当前 cell（包含输出，参考[获取当前单元格输出](#获取当前单元格输出)和[获取所有单元格的代码（在当前单元格的指针之前的代码）](#获取所有单元格的代码-在当前单元格的指针之前的代码)）
-
-    2. 将当前 cell 的代码进行格式化作为 prompt，并将 cell 中的代码保存到 globalstate
-
-    3. 将 prompt 发送到 bigcode
-
-    4. 解析 bigcode 的返回值（可能存在 stop-token 等无用字符）
-
-    5. 使用 diff 库制作不同颜色的字符串作为展示
-
-    6. 将解析好的返回值保存到 globalstate 中
-
-    7. 将这次是"修改错误"的状态保存到 globalstate
-
-- 填入正在展示的代码（ctrl）
-
-    1. 获取当前 cell
-
-    2. 在 globalstate 拿到缓存的续写代码片段和请求的状态（"续写"|"修改错误"）
-
-    3. 如果状态合法，将缓存的续写代码片段通过 codemirror 写入到 cell 中
-    
-        1. 获取焦点的 cell 的 codemirror 实例
-
-        2. codemirror 存在回溯的一个函数（ctrl+z，参考 [回溯](#回溯)），我们拿到请求时的代码，加上 return-code 作为新的代码，通过codemirror 写入到 cell中（这个举例是"续写"，如果是"修改错误"，直接将 return-code 作为新的代码，写入即可，参考[替换单元格内所有字符](#替换单元格内所有字符)）
-
-    4. 如果状态等信息不合法或者用户没有按下ctrl键，那么我们取消展示
-
-        1. 获取焦点的 cell 的 codemirror 实例
-
-        2. 通过 codemirror 的回溯函数找到请求时的代码片段进行写入
-
-
-
-## 用户使用逻辑线
-
-### 简易使用逻辑
-- 续写：按下键盘事件 -> 请求到bigcode -> 解析返回值 -> 通过上文中获取的"codemirror"实例进行展示（实际是使用不同颜色的字进行写入）-> 用户按下写入键 -> 使用codemirror的回溯功能找到上一次编辑的代码（类似于：ctrl+z），使用回溯找到展示之前的代码加上bigcode返回的代码（如果按下别的键，则我们直接回溯即可）
-
-- 修复bug：同理，只是在展示的时候需要调用diff库
-
-##  制作则边栏配置页面
-
-### 文字说明逻辑
-
-1. 定义Widget构造器方法 ```export function buildBigcodeSidebar(): ReactWidget {}```
-2. 在构造器中构造Widget ```const BigCodeWidget = ReactWidget.create( dom结构... );```
-3. 配置如id，图标，标题等基本信息 ```BigCodeWidget.xxx = xxx```
-5. labextension 前端入口点添加这个侧边栏（Widget）到jupyterlab中 ```app.shell.add(bigcodeWidget, 'left', { rank: 2401 })```
-
-### 图片说明
-| ![image1](mdImages/c0ae4582a5f942754877106b8873413.png) | ![image2](mdImages/4da66ef8e0eb414d6bb66715184ac7c.png) |
-|:-------------------------------------------:|:-------------------------------------------:|
-
-
-在上述两个图片中，左图是jupyter-ai的配置页面，我们可以在它的下边制作一个新的点击框，如右图
-
-### 具体实现方式
-
-#### 代码说明
-```typescript
-// src/widgets/bigcode.tsx
-// 侧边栏构造方法
-export function buildBigcodeSidebar(): ReactWidget {
-  const BigCodeWidget = ReactWidget.create(
-    // dom 结构... 这个dom结构是点击之后展示的dom，如上方右图中 options 的页面（填写apikey，save按钮等）
-  );
-  BigCodeWidget.id = 'jupyter-ai::bigcode';
-  BigCodeWidget.title.icon = chatIcon;
-  BigCodeWidget.title.caption = 'bigcode continuation';
-  return BigCodeWidget;
-}
-```
-
-```typescript
-// src/index.ts
-// labextension 前端入口点
-const plugin: JupyterFrontEndPlugin<void> = {
-  id: 'jupyter_ai:plugin',
-  autoStart: true,
-  optional: [IGlobalAwareness, ILayoutRestorer],
-  activate: async (
-    app: JupyterFrontEnd,
-    restorer: ILayoutRestorer | null
-  ) => {
-    // 构造侧边栏实例
-    const bigcodeWidget = buildBigcodeSidebar();
-    // 将则边栏添加到jupyterlab中
-    app.shell.add(bigcodeWidget, 'left', { rank: 2401 });
-
-    if (restorer) {
-      // 添加到 JupyterLab 的布局恢复管理器中，以便在用户关闭并重新打开 JupyterLab 时，可以恢复之前的部件布局状态。
-      restorer.add(bigcodeWidget, 'bigcode-continuation-write');
-    }
-  }
-};
-
-export default plugin;
-```
-
-
-## 配置键盘处理程序
-
-### 文字说明逻辑
-
-1. 构造handler处理程序，如"src/handler/handleKeyDown.ts"
-2. 在app加载此处理程序，如"src/index.ts"
-
-### 代码说明
-
-```typescript
-// src/handler/handleKeyDown.ts
-// 监听键盘事件处理程序
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  /*
-  在这个说明版本中我们添加监听器到全局document中，
-  实际开发中我们应该换成在 jupyterlab 的右侧代码填写区dom中，
-  并且我们需要根据配置页面是否打开此功能来动态启动此处理程序
-  */   
-  document.addEventListener('keydown', event => {
-    // 检测到 Ctrl 键被按下，此处可以进行进一步处理
-    if (event.ctrlKey) {
-      // 以下是获取单元格的示例
-      
-      
-      // 获取当前活动的文档窗口，它可以是任何可视化的组件，如文档窗口、文件浏览器、绘图工具等
-      // app： This type is useful as a generic application against which front-end plugins * can be authored. It inherits from the Lumino `Application`.
-      // shell：The shell widget is the root "container" widget for the entire application. It will typically expose an API which allows the application plugins to insert content in a variety of places.
-      // DocumentWidget: DocumentWidget 在源码中继承了 MainAreaWidget，是指整个右侧的窗口（一个notebook）
-      const currentWidget = app.shell.currentWidget;
-      if (!(currentWidget instanceof DocumentWidget)) {
-          return null;
-      }
-      // 这个 content 通常是主要的编辑区域，对于notebook，它表示包含所有单元格的区域，也可以被成为当前文档，它的类型也是 Widget
-      const { content } = currentWidget
-      // 当前操作的单元格
-      const activeCell = content.activeCell;
-      // 当前操作的单元格的 codemirror 实例对象
-      const editor = activeCell.editor as CodeMirrorEditor;
-      // 所有的单元格（list）
-      const allCell = content.cellsArray
-    }
-  });
-};
-```
-```typescript
-// src/index.ts
-// 引入上方ts文件的函数
-import { handleKeyDown } from './handler/onKeyDown';
-// labextension 前端入口点
-const plugin: JupyterFrontEndPlugin<void> = {
-  id: 'jupyter_ai:plugin',
-  autoStart: true,
-  optional: [IGlobalAwareness, ILayoutRestorer],
-  activate: async (
-    app: JupyterFrontEnd
-  ) => {
-    // 启动此处理程序
-    handleKeyDown(app);
-  }
-};
-
-export default plugin;
-```
-
-
-### 工具方法（以下方法均参考jupyter-ai）
-
-### 首先我们引入jupyter的类型
-```typescript
-import { JupyterFrontEnd } from '@jupyterlab/application';
-import { DocumentWidget } from '@jupyterlab/docregistry';
-import { Notebook } from '@jupyterlab/notebook';
-import { FileEditor } from '@jupyterlab/fileeditor';
-import { CodeEditor } from '@jupyterlab/codeeditor';
-import { Widget } from '@lumino/widgets';
-```
-
-
-### getContent
-
-```typescript
-// 获取 widget 实例
-const getContent = (widget: DocumentWidget): Widget => {
-  const { content } = widget;
-  return content
-}
-```
-
-### getEditorByWidget
-```typescript
-// 通过文档 widget 实例获取当前 cell 的 editor，CodeEditor.IEditor 是指接口，具体实现类为 CodeMirrorEditor
-const getEditorByWidget = (content: Widget): CodeEditor.IEditor | null | undefined => {
-  let editor: CodeEditor.IEditor | null | undefined;
-
-  // content 存在多种类型
-  if (content instanceof FileEditor) {
-    editor = content.editor;
-  } else if (content instanceof Notebook) {
-    editor = content.activeCell?.editor;
-  }
-
-  return editor
-}
-```
-
-### getTextByEditor
-```typescript
-// 获取 editor 单元格的代码文本
-const getTextByEditor = (editor: CodeEditor.IEditor): string => {
-    return editor.model.sharedModel.getSource()
-}
-```
-
-## 实用方法（以下的代码均由键盘事件监听器进行测试）
-
-### 获取当前单元格的代码
-
-#### 文字说明逻辑
-1. 获取当前打开的 notebook 窗口的实例（currentWidget）
-2. 检查 currentWidget 类型是否为 DocumentWidget，如果不是则终止此操作
-3. 获取 CodeMirrorEditor
-4. 通过 CodeMirrorEditor 获取当前单元格代码
-
-```typescript
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  document.addEventListener('keydown', event => {
-    if (event.ctrlKey) {
-      const currentWidget = app.shell.currentWidget;
-
-      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
-        return
-      }
-
-      const content = getContent(currentWidget)
-      const editor = getEditorByWidget(content)
-
-      if (editor){
-        console.log("code", getTextByEditor(editor));
-      }
-
-    }
-  });
-};
-
-```
-
-![Alt text](mdImages/d6dd5cffcf0c9feabd58d7cd4127075.png)
-
-
-### 获取当前单元格的代码-位于鼠标指针之前的
-
-#### 文字说明逻辑
-1. 获取当前打开的 notebook 窗口的实例（currentWidget）
-2. 检查 currentWidget 类型是否为 DocumentWidget，如果不是则终止此操作（其余类型类似与文本等）
-3. 获取 CodeMirrorEditor
-4. 通过 CodeMirrorEditor 获取鼠标定位
-5. 获取当前单元格文本（以下简称code）
-6. 通过行拆分 code
-7. 遍历行到当前的行并把内容放到返回的容器中
-8. 如果是当前行，则拿到当前行中鼠标位置行之前代码
-
-```typescript
-// 通过行拆分string
-const splitString = (input: string): string[] => {
-  return input.split(/(?<!\\)\n/).map(part => part.replace('\\\\n', '\\n'));
-};
-
-// 获取指定 editor（一个cell）中，指针之前的所有代码
-const getCellTextByPosition = (editor: CodeEditor.IEditor) => {
-  // 获取鼠标定位，例如 {column: 2, line: 1}
-  const position = editor.getCursorPosition()
-  const text = getTextByEditor(editor)
-
-  // 通过\n进行拆分
-  const codeLines = splitString(text)
-
-  const codeLinesPositionBefore = []
-  // 从第一个单元格遍历到活动单元格的位置
-  for (let index = 0; index <= position.line; index++){
-    // 如果遍历到当前单元格
-    if (index == position.line){
-      codeLinesPositionBefore.push(codeLines[index].slice(0, position.column))
-      continue
-    }
-
-    codeLinesPositionBefore.push(codeLines[index])
-  }
-
-  return codeLinesPositionBefore
-}
-
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  document.addEventListener('keydown', event => {
-    if (event.ctrlKey) {
-      const currentWidget = app.shell.currentWidget;
-
-      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
-        return
-      }
-
-      const content = getContent(currentWidget)
-      const editor = getEditorByWidget(content)
-
-      if (editor) {
-        console.log(getCellTextByPosition(editor));
-      }
-
-    }
-  });
-```
-**这个图片中我只指针位于第一个a之后，但是截图不到指针。**
-![Alt text](mdImages/ebfa682888d9d5ee23a83b3d040d9cf.png)
-
-
-#### 获取所有单元格的代码-不指定当前cell处于何处
-1. 获取当前打开的 notebook 窗口的实例（currentWidget）
-2. 检查 currentWidget 类型是否为 DocumentWidget，如果不是则终止此操作（其余类型类似与文本等）
-3. 通过 currentWidget 找到所有的cell
-4. 提取所有cell中的代码，并返回
-
-```typescript
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  document.addEventListener('keydown', event => {
-    if (event.ctrlKey) {
-      const currentWidget = app.shell.currentWidget;
-
-      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
-        return
-      }
-
-      const content = getContent(currentWidget)
-
-      if (content instanceof Notebook){
-        const allCellText = []        
-        // 获取所有的实例化 Cell，和 DocumentWidget.content.activeCell 类型相同，类型依旧为 Widget
-        for (const cell of content.widgets){
-          const editor = cell.editor
-          if (editor){
-            const text = getTextByEditor(editor)
-            allCellText.push(text)
-          }
-        }
-        console.log("allCellText",allCellText);
-        
-      }
-    }
-  });
-};
-
-```
-![Alt text](mdImages/d4d68d587cbe2176cad3c1ea35b7963.png)
-
-#### 获取所有单元格的代码-在当前单元格的指针之前的代码
-整合[获取当前单元格的代码-位于鼠标指针之前的](#获取当前单元格的代码-位于鼠标指针之前的)和[获取所有单元格的代码-不指定当前cell处于何处](#获取所有单元格的代码-不指定当前cell处于何处)
-```typescript
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  document.addEventListener('keydown', event => {
-    if (event.ctrlKey) {
-      const currentWidget = app.shell.currentWidget;
-
-      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
-        return
-      }
-
-      const content = getContent(currentWidget)
-      if (content instanceof Notebook) {
-        const allCellText = []
-        const widgets = content.widgets
-        const activeCellIndex = content.activeCellIndex
-
-        // 遍历到当前单元格
-        for (let index = 0; index <= activeCellIndex; index++){
-          const widget = widgets[index]
-          const editor = widget.editor
-          if (editor){
-            // 如果是当前的单元格
-            if (index == activeCellIndex){
-              const cellLines= getCellTextByPosition(editor)
-              allCellText.push(cellLines.join("\n"))
-              break
-            }
-  
-            const text = getTextByEditor(editor)
-            allCellText.push(text)
-          }
-          
-        }
-
-        console.log("allCellText", allCellText);
-
-      }
-    }
-  })
-};
-```
-
-**鼠标放在aaa之后**
-![Alt text](mdImages/25e92f7ca6584b8a8ed08edbeb6091c.png)
-
-
-#### 替换单元格内所有字符
-1. 同以上...
-2. 同以上...
-3. 方案1: 
-    - 通过当前 cell 的 editor 拿到这这cell中的行数和最后一行的长度
-    - 选择上述行数与长度选择单元格的代码（类似与ctrl+a）
-    - 使用 CodeMirrorEditor 的 replaceSelection 函数进行替换
-4. 方案2: 直接通过 editor.model.sharedModel.setSource() 进行替换
-
-```typescript
-// 做法一
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  document.addEventListener('keydown', event => {
-    if (event.ctrlKey) {
-      const currentWidget = app.shell.currentWidget;
-
-      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
-        return
-      }
-
-      const content = getContent(currentWidget)
-      const editor = getEditorByWidget(content)
-
-      if (editor && "replaceSelection" in editor){
-        if (editor){
-          // 我们先计算行数于最后一行的长度
-          const lineLenght = editor.lineCount
-          const lastLineLenght = editor.getLine(lineLenght - 1)?.length
-
-          // 理论上不可能出现越界
-          if (lineLenght && lastLineLenght){
-            // 选择cell中的代码，这里是选择了全部的
-            editor.setSelection({start:{line:0, column: 0}, end:{line: lineLenght - 1, column: lastLineLenght}});
-            
-            // 只有 CodeMirrorEditor 实现了 replaceSelection函数，其余 editor 类型并没有实现 replaceSelection
-            (editor as CodeMirrorEditor).replaceSelection("This replace string\nthis second line");
-          }
-        }
-      }
-
-    }
-  });
-};
-
-// 做法2
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  document.addEventListener('keydown', event => {
-    if (event.ctrlKey) {
-      const currentWidget = app.shell.currentWidget;
-
-      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
-        return
-      }
-
-      const content = getContent(currentWidget)
-      const editor = getEditorByWidget(content)
-      if (editor){
-        // 直接替换codemirror中的值
-        editor.model.sharedModel.setSource("This replace string\nthis second line")
-      }
-    }
-  })
-};
-
-```
-按下ctrl后
-| ![Alt text](mdImages/a078a5dde3707cedbc3e8dfc9139bfe.png) | ![Alt text](mdImages/a27f22e60010ea84d5598122e5ffc4b.png)|
-|:-------------------------------------------:|:-------------------------------------------:|
-
-
-#### 回溯
-
- (这里沿用了 [替换单元格内所有字符](#替换单元格内所有字符)的代码)
-
-1. 通过editor获取鼠标定位保存到变量中
-2. editor.undo()：此函数类型于ctrl+z
-3. 将鼠标指针指向"1."条中获取的鼠标位置
-
-```typescript
-// 有两种方案可选，这里演示的是"撤销上次的更改"，还有一种方式是通过历史api来寻找
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  document.addEventListener('keydown', event => {
-    if (event.ctrlKey) {
-      const currentWidget = app.shell.currentWidget;
-
-      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
-        return
-      }
-
-      const content = getContent(currentWidget)
-      const editor = getEditorByWidget(content)
-
-      if (editor && "replaceSelection" in editor){
-        if (editor){
-          const lineLenght = editor.lineCount
-          const lastLineLenght = editor.getLine(lineLenght - 1)?.length
-
-          if (lineLenght && lastLineLenght){
-            // 我们在这里获取展示代码前的鼠标位置
-            const prePosition = editor.getCursorPosition()
-            editor.setSelection({start:{line:0, column: 0}, end:{line: lineLenght - 1, column: lastLineLenght}});
-            
-            (editor as CodeMirrorEditor).replaceSelection("This replace string\nthis second line");
-           
-            // 撤销上次的更改 
-            editor.undo()
-            // 使鼠标指针恢复到之前的位置，否则会指向0位
-            editor.setCursorPosition(prePosition)
-          }
-        }
-      }
-      
-    }
-  });
-};
-```
-这个测试，图不好做就没做
-
-#### 获取当前单元格输出
-```typescript
-const getCellOutput = (currentWidget: DocumentWidget)=>{
-  const notebook = currentWidget.content as Notebook;
-  // 获取当前单元格
-  const activeCell = notebook.activeCell;
-  
-  // 不同的实例有不同的获取方式
-  if (activeCell instanceof CodeCell) {
-    // 获取输出
-    return activeCell.model.sharedModel.outputs
-  }  
-
-}
-
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  document.addEventListener('keydown', event => {
-    if (event.ctrlKey) {
-      // 获取当前的Widget
-      const currentWidget = app.shell.currentWidget;
-
-      // Widget必须是DocumentWidget，我们才可以操作
-      if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
-        return
-      }
-
-      console.log(getCellOutput(currentWidget));
-      
-    }
-  })
-};
-
-```
-![Alt text](mdImages/4b76618d42d0eca97916f6803fc897e.png)
-
-
-#### 注册全局变量池
-```typescript
-此方案不同于 jupyter-ai 的做法
-
-jupyter-ai 做法：用户填写完 model/apikey 等信息，点击保存后，会进行请求到后端（py文件地址为："packages/jupyter-ai/jupyter-ai/handlers.py"），由后端保存到"~/.loacl"目录中
-
-我当前想的做法：
-方案1. 每次用户打开必须重新填写，因为我们只需要前端进行网络请求（jupyter-ai是后端），在只有前端情况下，任何持久化都是不安全的。
-方案2. 修改 jupyter-ai 的后端，使其可以接受我们新的配置参数，并提供get接口，以确保每次加载 jupyterlab 时，我们都可以从后端读取配置
-方案3. 我们也使用后端进行请求，这样是最安全的
-
-// context.ts
-import { observable, makeObservable, action } from "mobx";
-
-class GlobalStore {
-    // 定义变量
-    @observable count: number = 0;
-
-    constructor() {
-        makeObservable(this);
-    }
-
-    // 可以被立即响应的操作函数
-    @action
-    increment() {
-        this.count += 1;
-    }
-
-    incrementCount() {
-        this.increment();
-    }
-}
-
-export default new GlobalStore();
-export interface IGlobalStore extends GlobalStore { }
-
-// other1.ts
-// 引入globalStore
-import globalStore from "./context"
-setInterval(()=>{
-  console.log(globalStore.count);
-}, 200)
-
-
-// other2.ts
-import globalStore from "./context"
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  document.addEventListener('keydown', event => {
-    if (event.ctrlKey) {
-      globalStore.incrementCount()
-    }
-  })
-};
-
-```
-每当按下ctrl时，数据都会更新
-
-![Alt text](mdImages/1832d8b22d533b541c760768294f62a.png)
-
-
-#### 更改代码颜色
-
-```typescript
-// 以下例子是将新增的代码变成红色
-// 首先定义一个Effect用来保存转换颜色之前的字符以及对应的主题
-const clearRedTextEffect = StateEffect.define({});
-
-// 通过clearRedTextEffect还原之前代码的颜色
-export function removeRedTextStatus(view: EditorView) {
-  view.dispatch({
-    effects: clearRedTextEffect.of(null)
-  });
-}
-
-// 制作标记的状态（就是说们标记了一个字符串，那么这个字符串 dom 的 class 是"red-color"）
-const redTexteMark = Decoration.mark({ class: "red-color" })
-
-// 标记的 css 主题
-const redTextTheme = EditorView.baseTheme(
-  { 
-    ".red-color > span": { color: "red !important" },
-    ".red-color ": { color: "red !important" }
-  }
-)
-
-// 保存我们需要更改的字符和主题对应的容器（我们需要先计算那些是字符是我们需要的）
-const changeRangeTextStatus = StateEffect.define<{ from: number, to: number }>({ map: ({ from, to }, change) => ({ from: change.mapPos(from), to: change.mapPos(to) }) })
-
-// codemirror 中 editorView 的 extension
-const redTextField = StateField.define<DecorationSet>({
-  create() { return Decoration.none },
-  update(redTexts, tr) {
-    redTexts = redTexts.map(tr.changes)
-    for (let e of tr.effects) {
-      if (e.is(changeRangeTextStatus)) {
-        redTexts = redTexts.update({
-          add: [redTexteMark.range(e.value.from, e.value.to)]
-        })
-      }
-    }
-    if (tr.effects.some(e => e.is(clearRedTextEffect))) {
-      return Decoration.none;
-    }
-    
-    return redTexts
-  },
-  provide: f => EditorView.decorations.from(f)
-})
-
-// 将 EditorView 的指定范围的字符更改成红色
-export function redTexSelection(view: EditorView, start: number, end: number) {
-  if (start == end) return false
-  let effects: StateEffect<unknown>[] = [changeRangeTextStatus.of({ from: start, to: end })]
-
-  if (!view.state.field(redTextField, false)) effects.push(StateEffect.appendConfig.of([redTextField, redTextTheme]))
-
-  view.dispatch({ effects })
-  return true
-}
-
-export const handleKeyDown = (app: JupyterFrontEnd) => {
-  document.addEventListener('keydown', event => {
-    if (event.ctrlKey) {
-      // 获取当前活动的文档窗口
-      const currentWidget = app.shell.currentWidget;
-      if (!(currentWidget instanceof DocumentWidget)) {
-        return null;
-      }
-      // content的类型也是widget，只不过是被widget容器包裹起来的
-      const { content } = currentWidget;
-      // 当前操作的单元格
-      const activeCell = content.activeCell;
-      // 当前操作的单元格的 codemirror 实例对象
-      const editor = activeCell.editor as CodeMirrorEditor;
-      if (editor) {
-        const view = editor.editor
-        
-        // 获取原先cell中的代码
-        const oldCodeText = editor.model.sharedModel.getSource()
-        // 我们需要添加的代码（非必要）
-        const newCodeText = "\n    print('hello world!')\nhello()"
-        // 更新当前的代码
-        editor.model.sharedModel.setSource(oldCodeText + newCodeText)
-
-        // 将新增加的代码颜色变成红色
-        redTexSelection(view, oldCodeText.length, (oldCodeText+newCodeText).length)
-        // 还原成之前的样子
-        removeRedTextStatus(view)
-      }
-    }
-  })
-};
-
-```
-
-左图没有调用 removeRedTextStatus 函数，右图反之
-| ![Alt text](mdImages/fc633cebddaeb5a2cdb1c678b90e407.png) | ![Alt text](mdImages/d0e99b6c858d103cc0485be7eac50a6.png)|
-|:-------------------------------------------:|:-------------------------------------------:|
-
-### 绑定键盘事件
-
-1. 首先创建一个关于键盘点击并且是 ediorView 的 extension
-2. 在第一次加载时给所有单元格添加此 extension, 并且设置监听函数, 用于监听新增的单元格时给新增的单元格添加此 extension
-3. 将主函数放到jupyter-lab-extension的入口点函数中
-
-```typescript
-// src/handler/handleKeyDown.ts
-// 制作一个关于 keydown 的 extension, 并将其置于所有默认键盘时间最上方
-const extension = Prec.highest(
-  keymap.of([
-    {
-      key: "Enter", run: () => {
-        return false;
-      }
-    }
-  ])
-)
-
-// 每当有一个新的单元格新增时
-const handleCellAdded = async (notebookPanel: NotebookPanel) => {
-  const notebook = notebookPanel.content;
-  if (!notebook || !notebook.model) {
-    return
-  }
-
-  notebook.model.cells.changed.connect(async (sender, args) => {
-    if (args.type === 'add') {
-      const addedCells = args.newValues;
-      addedCells.forEach(async (cell) => {
-        const widgetIndex = notebookPanel.content.widgets.findIndex(widget => widget.model.id === cell.id);
-        if (widgetIndex !== -1) {
-          const cellWidget = notebookPanel.content.widgets[widgetIndex];
-          // 等待 notebook 完成新增单元格的初始化
-          await notebookPanel.context.ready;
-          const editor = cellWidget.editor as CodeMirrorEditor;
-          const view = editor.editor as EditorView;
-          const tr = view.state.update({
-            effects: StateEffect.appendConfig.of(extension)
-          });
-
-          view.dispatch(tr);
-        }
-      });
-    }
-  });
-};
-
-// 当改变 notebook 窗口时(如果第一次打开jupyter-lab也会执行此函数)
-const init = (app: JupyterFrontEnd) => {
-  if (!(app.shell instanceof LabShell)) {
-    throw 'Shell is not an instance of LabShell. Jupyter AI does not currently support custom shells.';
-  }
-
-  app.shell.currentChanged.connect((sender, args) => {
-    const currentWidget = args.newValue
-    if (!currentWidget || !(currentWidget instanceof NotebookPanel)) {
-      return
-    }
-
-    handleCellAdded(currentWidget)
-    const content = getContent(currentWidget)
-
-    if (content instanceof Notebook) {
-      for (const cell of content.widgets) {
-        const editor = cell.editor as CodeMirrorEditor
-        const view = editor.editor as EditorView;
-        const tr = view.state.update({
-          effects: StateEffect.appendConfig.of(extension)
-        });
-
-        view.dispatch(tr);
-      }
-    }
-
-  });
-}
-
-
-export const handleKeyDown = async (app: JupyterFrontEnd) => {
-  await app.start()
-  init(app)
-};
-
-```
-```typescript
-// src/index.ts
-// 引入上方ts文件的函数
-import { handleKeyDown } from './handler/onKeyDown';
-// labextension 前端入口点
-const plugin: JupyterFrontEndPlugin<void> = {
-  id: 'jupyter_ai:plugin',
-  autoStart: true,
-  optional: [IGlobalAwareness, ILayoutRestorer],
-  activate: async (
-    app: JupyterFrontEnd
-  ) => {
-    // 启动此处理程序
-    handleKeyDown(app);
-  }
-};
-
-export default plugin;
-```
-
-
-## merge to jupyter-ai
-
-在已有的"jupyter-ai"前端扩展中，添加一个新的js适配程序，然后在项目启动时加载这个程序就好了。
-参考 "https://github.com/jupyterlab/jupyter-ai/blob/main/packages/jupyter-ai/src/index.ts" 中 plugin 的 activate 方法
diff --git a/packages/jupyter-ai/src/index.ts b/packages/jupyter-ai/src/index.ts
index e48e2b211..3133d4222 100644
--- a/packages/jupyter-ai/src/index.ts
+++ b/packages/jupyter-ai/src/index.ts
@@ -12,6 +12,7 @@ import { buildChatSidebar } from './widgets/chat-sidebar';
 import { SelectionWatcher } from './selection-watcher';
 import { ChatHandler } from './chat_handler';
 import { buildErrorWidget } from './widgets/chat-error';
+import { keyDownhandle } from "./keydown-handler"
 
 export type DocumentTracker = IWidgetTracker<IDocumentWidget>;
 
@@ -49,6 +50,11 @@ const plugin: JupyterFrontEndPlugin<void> = {
       chatWidget = buildErrorWidget();
     }
 
+    /**
+     * Initialize keydown handler
+     */
+    keyDownhandle(app)
+
     /**
      * Add Chat widget to right sidebar
      */
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
new file mode 100644
index 000000000..b78e3afd1
--- /dev/null
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -0,0 +1,98 @@
+import { JupyterFrontEnd, LabShell } from '@jupyterlab/application';
+import { CodeMirrorEditor } from '@jupyterlab/codemirror';
+import { keymap } from '@codemirror/view';
+import { EditorView } from '@codemirror/view';
+import { Prec } from '@codemirror/state';
+import { StateEffect } from '@codemirror/state';
+import { Notebook } from '@jupyterlab/notebook';
+import { NotebookPanel } from '@jupyterlab/notebook';
+import { Extension } from '@codemirror/state';
+import { getContent } from "./utils/instance"
+
+
+// 创建一个软引用集合存放 editor
+const mountedEditors = new WeakSet<CodeMirrorEditor>();
+
+// 挂载"键盘按下 extension"到 editor 实例中
+const mountExtension = (
+  editor: CodeMirrorEditor,
+  extension: Extension
+): void => {
+  // 如果 editor 已经被处理过
+  if (mountedEditors.has(editor)) {
+    return;
+  }
+
+  const view = editor.editor as EditorView;
+  const tr = view.state.update({
+    effects: StateEffect.appendConfig.of(extension)
+  });
+
+  view.dispatch(tr);
+  mountedEditors.add(editor);
+};
+
+
+const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
+  return Prec.highest(
+    keymap.of([
+      {
+        key: 'Ctrl-Space',
+        run: () => {
+          // 当你按下 Ctrl 和 Space，console 会打印如下字符串
+          console.log("Ctrl and Space keys are pressed");
+          return true
+        }
+      }
+    ])
+  );
+};
+
+const init = (app: JupyterFrontEnd) => {
+  if (!(app.shell instanceof LabShell)) {
+    throw 'Shell is not an instance of LabShell. Jupyter AI does not currently support custom shells.';
+  }
+
+  const extension = generateKeyDownExtension(app);
+
+  // 监听当前的 weiget 发生变化时
+  app.shell.currentChanged.connect(async (sender, args) => {
+    const currentWidget = args.newValue;
+    if (!currentWidget || !(currentWidget instanceof NotebookPanel)) {
+      return;
+    }
+
+    await currentWidget.context.ready;
+    const content = getContent(currentWidget);
+
+    if (content instanceof Notebook) {
+      // 优先挂载加载时默认选中的 Cell
+      const firstCell = content.activeCell;
+      if (firstCell) {
+        const firstCellEditor = firstCell.editor as CodeMirrorEditor;
+        mountExtension(firstCellEditor, extension);
+      }
+
+      // 监听选中的 cell 发生变化时
+      content.activeCellChanged.connect(async (sender, cell) => {
+        if (!cell) {
+          return;
+        }
+
+        // 在新增单元格时，editor 可能没有被实例化，所以我们需将挂载事件放在异步队列最低端
+        const waitCellInitTimer = setTimeout(() => {
+          const editor = cell.editor as CodeMirrorEditor;
+          mountExtension(editor, extension);
+          clearTimeout(waitCellInitTimer);
+        }, 0);
+      });
+    }
+  });
+};
+
+export const keyDownhandle = async (app: JupyterFrontEnd): Promise<void> => {
+  // 等待 notebook 完成初始化
+  await app.start();
+  init(app);
+  console.log('keyDownhandle is start');
+};
\ No newline at end of file
diff --git a/packages/jupyter-ai/src/utils/context.ts b/packages/jupyter-ai/src/utils/context.ts
new file mode 100644
index 000000000..e69de29bb
diff --git a/packages/jupyter-ai/src/utils/instance.ts b/packages/jupyter-ai/src/utils/instance.ts
new file mode 100644
index 000000000..a55dd4c21
--- /dev/null
+++ b/packages/jupyter-ai/src/utils/instance.ts
@@ -0,0 +1,8 @@
+import { DocumentWidget } from '@jupyterlab/docregistry';
+import { Widget } from '@lumino/widgets';
+
+
+export const getContent = (widget: DocumentWidget): Widget => {
+    const { content } = widget;
+    return content;
+};
\ No newline at end of file

From c0899c4896994ab93d3b6bf97208cc752d8ac563 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Wed, 23 Aug 2023 11:45:38 +0800
Subject: [PATCH 13/50] Complete the preliminary structure

---
 bigcode-zh.md                                 |   28 +-
 packages/jupyter-ai/package.json              |    4 +-
 .../src/components/bigcode-settings.tsx       |   57 +
 .../src/contexts/continue-writing-context.ts  |   25 +
 packages/jupyter-ai/src/index.ts              |   16 +-
 packages/jupyter-ai/src/keydown-handler.ts    |   12 +-
 .../src/widgets/bigcode-sidebar.tsx           |   17 +
 packages/jupyter-ai/tsconfig.json             |    3 +-
 yarn.lock                                     | 2810 +++++++++--------
 9 files changed, 1579 insertions(+), 1393 deletions(-)
 create mode 100644 packages/jupyter-ai/src/components/bigcode-settings.tsx
 create mode 100644 packages/jupyter-ai/src/contexts/continue-writing-context.ts
 create mode 100644 packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx

diff --git a/bigcode-zh.md b/bigcode-zh.md
index c3d5e4de4..c9ad073fb 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -6,31 +6,25 @@
 
 ### 前端
 
+#### 侧边栏
+1. 定义Widget构造器方法
+2. 配置如id，图标，标题等基本信息（暂时没有图标，使用的是jupyter-ai的）
+3. labextension 前端入口点添加这个侧边栏（Widget）到jupyterlab中，参考[labextension 前端入口点](./packages/jupyter-ai/src/index.ts)
+
+代码参考[bigcode-sidebar](./packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx)
+
 #### 键盘处理事件
 
-1. 创建 mirrorcode 的 extension（键盘事件）
+1. 创建 codemirror 的 extension（键盘事件）,此 extension 在下述流程中被绑定到 codemirror 的实例
 2. 当 notebook 发生变化时，将 notebbok 默认选中的 cell 添加此 extension
-3. 在 notebook 中挂载 cell 变化事件，如果 cell 发生变化，则将 extension 添加至 
-4. cell 的 codemirror实例中
-5. 在app加载此处理程序
-
+3. 在 notebook 中挂载 cell 变化事件，如果 cell 发生变化，则将 extension 添加至 cell 的 codemirror 实例中
+4. 在app加载此处理程序
 
 代码参考[keydown-handler.ts](./packages/jupyter-ai/src/keydown-handler.ts)
 
-#### 侧边栏(暂无代码实现)
-1. 定义Widget构造器方法 export function buildBigcodeSidebar(): ReactWidget {}
-2. 在构造器中构造Widget const BigCodeWidget = ReactWidget.create( dom结构... );
-3. 配置如id，图标，标题等基本信息 BigCodeWidget.xxx = xxx
-4. labextension 前端入口点添加这个侧边栏（Widget）到jupyterlab中 app.shell.add5.(bigcodeWidget, 'left', { rank: 2401 })
-
-
-#### 续写（ctrl+space）
-
-
-
 ### 后端
 
 在 jupyter-ai 中，用户填写的信息后，会进行请求到后端[handlers](./packages/jupyter-ai/jupyter_ai/handlers.py)，由后端保存到"~/.loacl"目录中。
 
-我们延伸此架构，使原先的接口可以新增 bigcode 的配置
+我们延伸此架构，使原先的接口可以新增 bigcode 的配置。并且在请求 bigcode 时，由后端做请求转发
 
diff --git a/packages/jupyter-ai/package.json b/packages/jupyter-ai/package.json
index 36079fba6..513650c8a 100644
--- a/packages/jupyter-ai/package.json
+++ b/packages/jupyter-ai/package.json
@@ -73,6 +73,8 @@
     "@jupyterlab/ui-components": "^4",
     "@mui/icons-material": "^5.11.0",
     "@mui/material": "^5.11.0",
+    "mobx": "^6.10.0",
+    "mobx-react": "^9.0.0",
     "react": "^18.2.0",
     "react-dom": "^18.2.0",
     "react-markdown": "^8.0.6",
@@ -103,7 +105,7 @@
     "stylelint-config-standard": "~24.0.0",
     "stylelint-prettier": "^2.0.0",
     "ts-jest": "^26.0.0",
-    "typescript": "~4.1.3",
+    "typescript": "5.1.6",
     "y-protocols": "^1.0.5"
   },
   "sideEffects": [
diff --git a/packages/jupyter-ai/src/components/bigcode-settings.tsx b/packages/jupyter-ai/src/components/bigcode-settings.tsx
new file mode 100644
index 000000000..3baa8028b
--- /dev/null
+++ b/packages/jupyter-ai/src/components/bigcode-settings.tsx
@@ -0,0 +1,57 @@
+// import React, { useEffect } from 'react';
+import React, { useEffect } from 'react';
+import { Box, TextField } from '@mui/material';
+import GlobalStore from "../contexts/continue-writing-context"
+import { observer } from 'mobx-react-lite';
+
+type BigcodeSettingProps = {
+
+};
+
+
+export const BigCodeSetting = observer(({ }: BigcodeSettingProps) => {
+  const { bigcodeUrl } = GlobalStore
+  const { accessToken } = GlobalStore
+
+  const setBigcodeUrlWrapper = (value: string) => {
+    GlobalStore.setBigcodeUrl(value)
+  }
+  
+  const setAccessTokenWrapper = (value: string) => {
+    GlobalStore.setAccessToken(value)
+  }
+
+  useEffect(()=>{
+    GlobalStore.setBigcodeUrl("https://api-inference.huggingface.co/models/bigcode/starcoderbase/")
+  }, [])
+
+  return (
+    <Box
+      sx={{
+        padding: 4,
+        boxSizing: 'border-box',
+        '& > .MuiAlert-root': { marginBottom: 2 },
+        overflowY: 'auto'
+      }}
+    >
+      <h2 className="jp-ai-ChatSettings-header">Bigcode service url</h2>
+      <TextField
+        label="Bigcode service url"
+        value={bigcodeUrl}
+        fullWidth
+        type="text"
+        onChange={e => setBigcodeUrlWrapper(e.target.value)}
+      />
+
+      <h2 className="jp-ai-ChatSettings-header">Huggingface Access Token</h2>
+      <TextField
+        label="Huggingface Access Token"
+        value={accessToken}
+        fullWidth
+        type="password"
+        onChange={e => setAccessTokenWrapper(e.target.value)}
+      />
+
+    </Box>
+  );
+})
\ No newline at end of file
diff --git a/packages/jupyter-ai/src/contexts/continue-writing-context.ts b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
new file mode 100644
index 000000000..38744c9f2
--- /dev/null
+++ b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
@@ -0,0 +1,25 @@
+import { makeObservable, observable, action } from 'mobx';
+
+class GlobalStore {
+  @observable accessToken: string = "";
+  @observable bigcodeUrl: string = "";
+
+  constructor() {
+    makeObservable(this);
+  }
+
+  @action
+  setAccessToken(token: string): void {
+    this.accessToken = token;
+  }
+
+
+  @action
+  setBigcodeUrl(url: string): void {
+    this.bigcodeUrl = url;
+  }
+
+}
+
+export default new GlobalStore();
+export type IGlobalStore = GlobalStore;
\ No newline at end of file
diff --git a/packages/jupyter-ai/src/index.ts b/packages/jupyter-ai/src/index.ts
index 3133d4222..71167b63c 100644
--- a/packages/jupyter-ai/src/index.ts
+++ b/packages/jupyter-ai/src/index.ts
@@ -9,10 +9,11 @@ import { IDocumentWidget } from '@jupyterlab/docregistry';
 import { IGlobalAwareness } from '@jupyter/collaboration';
 import type { Awareness } from 'y-protocols/awareness';
 import { buildChatSidebar } from './widgets/chat-sidebar';
+import { buildBigcodeSidebar } from './widgets/bigcode-sidebar';
 import { SelectionWatcher } from './selection-watcher';
 import { ChatHandler } from './chat_handler';
 import { buildErrorWidget } from './widgets/chat-error';
-import { keyDownhandle } from "./keydown-handler"
+import { keyDownHandle } from "./keydown-handler"
 
 export type DocumentTracker = IWidgetTracker<IDocumentWidget>;
 
@@ -50,18 +51,29 @@ const plugin: JupyterFrontEndPlugin<void> = {
       chatWidget = buildErrorWidget();
     }
 
+    /**
+     * Initialize bigcode settings widget
+     */
+    const bigcodeWidget = buildBigcodeSidebar();
+
     /**
      * Initialize keydown handler
      */
-    keyDownhandle(app)
+    keyDownHandle(app)
 
     /**
      * Add Chat widget to right sidebar
      */
     app.shell.add(chatWidget, 'left', { rank: 2000 });
 
+    /**
+     * Add Bigcode settings widget to right sidebar
+     */
+    app.shell.add(bigcodeWidget, 'left', { rank: 2001 });
+
     if (restorer) {
       restorer.add(chatWidget, 'jupyter-ai-chat');
+      restorer.add(bigcodeWidget, 'bigcode-continuation');
     }
   }
 };
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index b78e3afd1..c0e51d010 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -41,6 +41,10 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
         run: () => {
           // 当你按下 Ctrl 和 Space，console 会打印如下字符串
           console.log("Ctrl and Space keys are pressed");
+          /*
+          * 我们使用了 highest，如果return true，则不会触发除此事件外任何事件，否则反之，会继续触发其他事件。
+          * 例如：如果此事件为 Enter 事件，return true 之后，在单元格中不会新起一行
+          */
           return true
         }
       }
@@ -66,7 +70,7 @@ const init = (app: JupyterFrontEnd) => {
     const content = getContent(currentWidget);
 
     if (content instanceof Notebook) {
-      // 优先挂载加载时默认选中的 Cell
+      // 优先挂载加载 notebook 时默认选中的 Cell。在"content.activeCellChanged.connect"中，默认选中的 Cell 的 editor 为空
       const firstCell = content.activeCell;
       if (firstCell) {
         const firstCellEditor = firstCell.editor as CodeMirrorEditor;
@@ -79,7 +83,7 @@ const init = (app: JupyterFrontEnd) => {
           return;
         }
 
-        // 在新增单元格时，editor 可能没有被实例化，所以我们需将挂载事件放在异步队列最低端
+        // 在新增单元格时，editor 可能没有被实例化，所以我们需将挂载事件放在异步队列最低端，以用来保证 editor 实例化完成
         const waitCellInitTimer = setTimeout(() => {
           const editor = cell.editor as CodeMirrorEditor;
           mountExtension(editor, extension);
@@ -90,9 +94,9 @@ const init = (app: JupyterFrontEnd) => {
   });
 };
 
-export const keyDownhandle = async (app: JupyterFrontEnd): Promise<void> => {
+export const keyDownHandle = async (app: JupyterFrontEnd): Promise<void> => {
   // 等待 notebook 完成初始化
   await app.start();
   init(app);
-  console.log('keyDownhandle is start');
+  console.log('keyDownHandle is start');
 };
\ No newline at end of file
diff --git a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
new file mode 100644
index 000000000..a59f7a171
--- /dev/null
+++ b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
@@ -0,0 +1,17 @@
+import React from 'react';
+import { ReactWidget } from '@jupyterlab/apputils';
+import { BigCodeSetting } from "../components/bigcode-settings"
+import { chatIcon } from '../icons';
+
+export function buildBigcodeSidebar(): ReactWidget {
+  const BigCodeWidget = ReactWidget.create(
+    <div>
+      <BigCodeSetting/>
+    </div>
+  );
+  
+  BigCodeWidget.id = 'jupyter-ai::bigcode';
+  BigCodeWidget.title.icon = chatIcon;
+  BigCodeWidget.title.caption = 'bigcode continuation';
+  return BigCodeWidget;
+}
\ No newline at end of file
diff --git a/packages/jupyter-ai/tsconfig.json b/packages/jupyter-ai/tsconfig.json
index 08aa797ab..b940048ac 100644
--- a/packages/jupyter-ai/tsconfig.json
+++ b/packages/jupyter-ai/tsconfig.json
@@ -19,7 +19,8 @@
     "strictNullChecks": true,
     "skipLibCheck": true,
     "target": "ES2018",
-    "types": ["jest"]
+    "types": ["jest"],
+    "experimentalDecorators": true
   },
   "include": ["src/**/*"]
 }
diff --git a/yarn.lock b/yarn.lock
index 9eada2fb9..1ac0bbf4c 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -31,12 +31,13 @@ __metadata:
   languageName: node
   linkType: hard
 
-"@babel/code-frame@npm:^7.0.0, @babel/code-frame@npm:^7.12.13, @babel/code-frame@npm:^7.22.5":
-  version: 7.22.5
-  resolution: "@babel/code-frame@npm:7.22.5"
+"@babel/code-frame@npm:^7.0.0, @babel/code-frame@npm:^7.12.13, @babel/code-frame@npm:^7.22.10, @babel/code-frame@npm:^7.22.5":
+  version: 7.22.10
+  resolution: "@babel/code-frame@npm:7.22.10"
   dependencies:
-    "@babel/highlight": ^7.22.5
-  checksum: cfe804f518f53faaf9a1d3e0f9f74127ab9a004912c3a16fda07fb6a633393ecb9918a053cb71804204c1b7ec3d49e1699604715e2cfb0c9f7bc4933d324ebb6
+    "@babel/highlight": ^7.22.10
+    chalk: ^2.4.2
+  checksum: 89a06534ad19759da6203a71bad120b1d7b2ddc016c8e07d4c56b35dea25e7396c6da60a754e8532a86733092b131ae7f661dbe6ba5d165ea777555daa2ed3c9
   languageName: node
   linkType: hard
 
@@ -48,37 +49,37 @@ __metadata:
   linkType: hard
 
 "@babel/core@npm:^7.0.0, @babel/core@npm:^7.1.0, @babel/core@npm:^7.10.2, @babel/core@npm:^7.11.6, @babel/core@npm:^7.12.3, @babel/core@npm:^7.7.5":
-  version: 7.22.9
-  resolution: "@babel/core@npm:7.22.9"
+  version: 7.22.10
+  resolution: "@babel/core@npm:7.22.10"
   dependencies:
     "@ampproject/remapping": ^2.2.0
-    "@babel/code-frame": ^7.22.5
-    "@babel/generator": ^7.22.9
-    "@babel/helper-compilation-targets": ^7.22.9
+    "@babel/code-frame": ^7.22.10
+    "@babel/generator": ^7.22.10
+    "@babel/helper-compilation-targets": ^7.22.10
     "@babel/helper-module-transforms": ^7.22.9
-    "@babel/helpers": ^7.22.6
-    "@babel/parser": ^7.22.7
+    "@babel/helpers": ^7.22.10
+    "@babel/parser": ^7.22.10
     "@babel/template": ^7.22.5
-    "@babel/traverse": ^7.22.8
-    "@babel/types": ^7.22.5
+    "@babel/traverse": ^7.22.10
+    "@babel/types": ^7.22.10
     convert-source-map: ^1.7.0
     debug: ^4.1.0
     gensync: ^1.0.0-beta.2
     json5: ^2.2.2
     semver: ^6.3.1
-  checksum: 7bf069aeceb417902c4efdaefab1f7b94adb7dea694a9aed1bda2edf4135348a080820529b1a300c6f8605740a00ca00c19b2d5e74b5dd489d99d8c11d5e56d1
+  checksum: cc4efa09209fe1f733cf512e9e4bb50870b191ab2dee8014e34cd6e731f204e48476cc53b4bbd0825d4d342304d577ae43ff5fd8ab3896080673c343321acb32
   languageName: node
   linkType: hard
 
-"@babel/generator@npm:^7.22.7, @babel/generator@npm:^7.22.9, @babel/generator@npm:^7.7.2":
-  version: 7.22.9
-  resolution: "@babel/generator@npm:7.22.9"
+"@babel/generator@npm:^7.22.10, @babel/generator@npm:^7.7.2":
+  version: 7.22.10
+  resolution: "@babel/generator@npm:7.22.10"
   dependencies:
-    "@babel/types": ^7.22.5
+    "@babel/types": ^7.22.10
     "@jridgewell/gen-mapping": ^0.3.2
     "@jridgewell/trace-mapping": ^0.3.17
     jsesc: ^2.5.1
-  checksum: 7c9d2c58b8d5ac5e047421a6ab03ec2ff5d9a5ff2c2212130a0055e063ac349e0b19d435537d6886c999771aef394832e4f54cd9fc810100a7f23d982f6af06b
+  checksum: 59a79730abdff9070692834bd3af179e7a9413fa2ff7f83dff3eb888765aeaeb2bfc7b0238a49613ed56e1af05956eff303cc139f2407eda8df974813e486074
   languageName: node
   linkType: hard
 
@@ -92,32 +93,30 @@ __metadata:
   linkType: hard
 
 "@babel/helper-builder-binary-assignment-operator-visitor@npm:^7.22.5":
-  version: 7.22.5
-  resolution: "@babel/helper-builder-binary-assignment-operator-visitor@npm:7.22.5"
+  version: 7.22.10
+  resolution: "@babel/helper-builder-binary-assignment-operator-visitor@npm:7.22.10"
   dependencies:
-    "@babel/types": ^7.22.5
-  checksum: d753acac62399fc6dd354cf1b9441bde0c331c2fe792a4c14904c5e5eafc3cac79478f6aa038e8a51c1148b0af6710a2e619855e4b5d54497ac972eaffed5884
+    "@babel/types": ^7.22.10
+  checksum: 6de4a1f30e6244f9a1efdfcbe89df39923df3d165be606da5ad11319f8a11c12c72c60d9dc5fb696363281e2d6f741444c1af51f525fc7cf1d2a90fe23370bd9
   languageName: node
   linkType: hard
 
-"@babel/helper-compilation-targets@npm:^7.22.5, @babel/helper-compilation-targets@npm:^7.22.6, @babel/helper-compilation-targets@npm:^7.22.9":
-  version: 7.22.9
-  resolution: "@babel/helper-compilation-targets@npm:7.22.9"
+"@babel/helper-compilation-targets@npm:^7.22.10, @babel/helper-compilation-targets@npm:^7.22.5, @babel/helper-compilation-targets@npm:^7.22.6":
+  version: 7.22.10
+  resolution: "@babel/helper-compilation-targets@npm:7.22.10"
   dependencies:
     "@babel/compat-data": ^7.22.9
     "@babel/helper-validator-option": ^7.22.5
     browserslist: ^4.21.9
     lru-cache: ^5.1.1
     semver: ^6.3.1
-  peerDependencies:
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-"semver@npm:7.x, semver@npm:^7.0.0, semver@npm:^7.1.1, semver@npm:^7.2.1, semver@npm:^7.3.2, semver@npm:^7.3.4, semver@npm:^7.3.5, semver@npm:^7.3.7, semver@npm:^7.3.8, semver@npm:^7.5.3":
+"semver@npm:7.x, semver@npm:^7.0.0, semver@npm:^7.1.1, semver@npm:^7.2.1, semver@npm:^7.3.2, semver@npm:^7.3.4, semver@npm:^7.3.5, semver@npm:^7.3.7, semver@npm:^7.3.8, semver@npm:^7.5.3, semver@npm:^7.5.4":
   version: 7.5.4
   resolution: "semver@npm:7.5.4"
   dependencies:
@@ -15664,23 +15721,24 @@ __metadata:
   linkType: hard
 
 "signal-exit@npm:^4.0.1":
-  version: 4.0.2
-  resolution: "signal-exit@npm:4.0.2"
-  checksum: 41f5928431cc6e91087bf0343db786a6313dd7c6fd7e551dbc141c95bb5fb26663444fd9df8ea47c5d7fc202f60aa7468c3162a9365cbb0615fc5e1b1328fe31
+  version: 4.1.0
+  resolution: "signal-exit@npm:4.1.0"
+  checksum: 64c757b498cb8629ffa5f75485340594d2f8189e9b08700e69199069c8e3070fb3e255f7ab873c05dc0b3cec412aea7402e10a5990cb6a050bd33ba062a6c549
   languageName: node
   linkType: hard
 
 "sigstore@npm:^1.0.0, sigstore@npm:^1.3.0, sigstore@npm:^1.4.0":
-  version: 1.8.0
-  resolution: "sigstore@npm:1.8.0"
+  version: 1.9.0
+  resolution: "sigstore@npm:1.9.0"
   dependencies:
-    "@sigstore/bundle": ^1.0.0
+    "@sigstore/bundle": ^1.1.0
     "@sigstore/protobuf-specs": ^0.2.0
+    "@sigstore/sign": ^1.0.0
     "@sigstore/tuf": ^1.0.3
     make-fetch-happen: ^11.0.1
   bin:
     sigstore: bin/sigstore.js
-  checksum: 9886278224da4f25cc4823ff961d04addc81b71fd2310cfe019bcd8094590cafaa0d78a648cf665b1fb3ba13388ace4c970cba563572a967e8aa0c26067a402b
+  checksum: b3f1ccf4d2d5e6af294ad851981cc9dc4c01b6b5b7aeb98582765f5d2e75aa2b9221133b8e572179bb305e16ce589339d9617b26b9fa0bea0c38c9adef792912
   languageName: node
   linkType: hard
 
@@ -15973,11 +16031,11 @@ __metadata:
   linkType: hard
 
 "ssri@npm:^10.0.0, ssri@npm:^10.0.1":
-  version: 10.0.4
-  resolution: "ssri@npm:10.0.4"
+  version: 10.0.5
+  resolution: "ssri@npm:10.0.5"
   dependencies:
-    minipass: ^5.0.0
-  checksum: fb14da9f8a72b04eab163eb13a9dda11d5962cd2317f85457c4e0b575e9a6e0e3a6a87b5bf122c75cb36565830cd5f263fb457571bf6f1587eb5f95d095d6165
+    minipass: ^7.0.3
+  checksum: 0a31b65f21872dea1ed3f7c200d7bc1c1b91c15e419deca14f282508ba917cbb342c08a6814c7f68ca4ca4116dd1a85da2bbf39227480e50125a1ceffeecb750
   languageName: node
   linkType: hard
 
@@ -16179,9 +16237,9 @@ __metadata:
   linkType: hard
 
 "style-mod@npm:^4.0.0":
-  version: 4.0.3
-  resolution: "style-mod@npm:4.0.3"
-  checksum: 934556e720bd29026ff8fef43a1a35b58957813025b91f996d886e9405acf934ddb1934def4400b174bd7784c9263eb9c71f07ae83925af9271b7d921d546854
+  version: 4.1.0
+  resolution: "style-mod@npm:4.1.0"
+  checksum: 8402b14ca11113a3640d46b3cf7ba49f05452df7846bc5185a3535d9b6a64a3019e7fb636b59ccbb7816aeb0725b24723e77a85b05612a9360e419958e13b4e6
   languageName: node
   linkType: hard
 
@@ -16193,11 +16251,11 @@ __metadata:
   linkType: hard
 
 "style-to-object@npm:^0.4.0":
-  version: 0.4.1
-  resolution: "style-to-object@npm:0.4.1"
+  version: 0.4.2
+  resolution: "style-to-object@npm:0.4.2"
   dependencies:
     inline-style-parser: 0.1.1
-  checksum: 2ea213e98eed21764ae1d1dc9359231a9f2d480d6ba55344c4c15eb275f0809f1845786e66d4caf62414a5cc8f112ce9425a58d251c77224060373e0db48f8c2
+  checksum: 314a80bcfadde41c2b9c8d717a4b1f2220954561040c2c7740496715da5cb95f99920a8eeefe2d4a862149875f352a12eda9bbef5816d7e0a71910da00d1521f
   languageName: node
   linkType: hard
 
@@ -16762,9 +16820,9 @@ __metadata:
   linkType: hard
 
 "tslib@npm:^2.1.0, tslib@npm:^2.3.0, tslib@npm:^2.4.0":
-  version: 2.6.1
-  resolution: "tslib@npm:2.6.1"
-  checksum: b0d176d176487905b66ae4d5856647df50e37beea7571c53b8d10ba9222c074b81f1410fb91da13debaf2cbc970663609068bdebafa844ea9d69b146527c38fe
+  version: 2.6.2
+  resolution: "tslib@npm:2.6.2"
+  checksum: 329ea56123005922f39642318e3d1f0f8265d1e7fcb92c633e0809521da75eeaca28d2cf96d7248229deb40e5c19adf408259f4b9640afd20d13aecc1430f3ad
   languageName: node
   linkType: hard
 
@@ -16939,6 +16997,16 @@ __metadata:
   languageName: node
   linkType: hard
 
+"typescript@npm:5.1.6":
+  version: 5.1.6
+  resolution: "typescript@npm:5.1.6"
+  bin:
+    tsc: bin/tsc
+    tsserver: bin/tsserver
+  checksum: b2f2c35096035fe1f5facd1e38922ccb8558996331405eb00a5111cc948b2e733163cc22fab5db46992aba7dd520fff637f2c1df4996ff0e134e77d3249a7350
+  languageName: node
+  linkType: hard
+
 "typescript@npm:^3 || ^4":
   version: 4.9.5
   resolution: "typescript@npm:4.9.5"
@@ -16949,13 +17017,13 @@ __metadata:
   languageName: node
   linkType: hard
 
-"typescript@npm:~4.1.3":
-  version: 4.1.6
-  resolution: "typescript@npm:4.1.6"
+"typescript@patch:typescript@5.1.6#~builtin<compat/typescript>":
+  version: 5.1.6
+  resolution: "typescript@patch:typescript@npm%3A5.1.6#~builtin<compat/typescript>::version=5.1.6&hash=85af82"
   bin:
     tsc: bin/tsc
     tsserver: bin/tsserver
-  checksum: 54aed909f94b16178c8a8d8911871b4e1c04454a3e6c82166715e28083e7ce6271e4d1df6f82c89544a4759b07aec780785032534e9c93b254e2107a18712c05
+  checksum: 21e88b0a0c0226f9cb9fd25b9626fb05b4c0f3fddac521844a13e1f30beb8f14e90bd409a9ac43c812c5946d714d6e0dee12d5d02dfc1c562c5aacfa1f49b606
   languageName: node
   linkType: hard
 
@@ -16969,16 +17037,6 @@ __metadata:
   languageName: node
   linkType: hard
 
-"typescript@patch:typescript@~4.1.3#~builtin<compat/typescript>":
-  version: 4.1.6
-  resolution: "typescript@patch:typescript@npm%3A4.1.6#~builtin<compat/typescript>::version=4.1.6&hash=4a8eb8"
-  bin:
-    tsc: bin/tsc
-    tsserver: bin/tsserver
-  checksum: 3bd9915f236817e4e2d32dd0d90e8902875929f014bb87a478000e32adda91d12f0425931ee6f9d6a2bc7d0c9242588fcee1050ac294497dfabf27d3d73b335c
-  languageName: node
-  linkType: hard
-
 "typestyle@npm:^2.0.4":
   version: 2.4.0
   resolution: "typestyle@npm:2.4.0"
@@ -17276,6 +17334,15 @@ __metadata:
   languageName: node
   linkType: hard
 
+"use-sync-external-store@npm:^1.2.0":
+  version: 1.2.0
+  resolution: "use-sync-external-store@npm:1.2.0"
+  peerDependencies:
+    react: ^16.8.0 || ^17.0.0 || ^18.0.0
+  checksum: 5c639e0f8da3521d605f59ce5be9e094ca772bd44a4ce7322b055a6f58eeed8dda3c94cabd90c7a41fb6fa852210092008afe48f7038792fd47501f33299116a
+  languageName: node
+  linkType: hard
+
 "use@npm:^3.1.0":
   version: 3.1.1
   resolution: "use@npm:3.1.1"
@@ -17313,13 +17380,20 @@ __metadata:
   languageName: node
   linkType: hard
 
-"v8-compile-cache@npm:2.3.0, v8-compile-cache@npm:^2.0.3, v8-compile-cache@npm:^2.3.0":
+"v8-compile-cache@npm:2.3.0":
   version: 2.3.0
   resolution: "v8-compile-cache@npm:2.3.0"
   checksum: adb0a271eaa2297f2f4c536acbfee872d0dd26ec2d76f66921aa7fc437319132773483344207bdbeee169225f4739016d8d2dbf0553913a52bb34da6d0334f8e
   languageName: node
   linkType: hard
 
+"v8-compile-cache@npm:^2.0.3, v8-compile-cache@npm:^2.3.0":
+  version: 2.4.0
+  resolution: "v8-compile-cache@npm:2.4.0"
+  checksum: 8eb6ddb59d86f24566503f1e6ca98f3e6f43599f05359bd3ab737eaaf1585b338091478a4d3d5c2646632cf8030288d7888684ea62238cdce15a65ae2416718f
+  languageName: node
+  linkType: hard
+
 "v8-to-istanbul@npm:^7.0.0":
   version: 7.1.2
   resolution: "v8-to-istanbul@npm:7.1.2"
@@ -17875,7 +17949,7 @@ __metadata:
   languageName: node
   linkType: hard
 
-"wrap-ansi@npm:^6.2.0":
+"wrap-ansi@npm:^6.0.1, wrap-ansi@npm:^6.2.0":
   version: 6.2.0
   resolution: "wrap-ansi@npm:6.2.0"
   dependencies:

From db8980b317f17045ff6686139380146f5672bd66 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Wed, 23 Aug 2023 11:52:08 +0800
Subject: [PATCH 14/50] Add dependencies on readme

---
 bigcode-zh.md | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index c9ad073fb..eb152e21a 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -1,5 +1,8 @@
 # 整合bigcode续写逻辑说明
 
+## 依赖项
+- "mobx" and "mobx-react": react的一个全局变量管理库
+- typescript: ~4.1.3 -> 5.1.6，之前的ts版本会打包失败，原因为ts语法检查依赖项中的代码不通过
 
 ## 逻辑梳理
 我们目前的做法是基于现有的 jupyter-ai 代码做的扩展（属于 jupyter-ai 的一部分）
@@ -22,7 +25,7 @@
 
 代码参考[keydown-handler.ts](./packages/jupyter-ai/src/keydown-handler.ts)
 
-### 后端
+### 后端（最后做）
 
 在 jupyter-ai 中，用户填写的信息后，会进行请求到后端[handlers](./packages/jupyter-ai/jupyter_ai/handlers.py)，由后端保存到"~/.loacl"目录中。
 

From 7c2d49e53a393b753d4facdb4587b719f6454b9c Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Wed, 23 Aug 2023 16:38:22 +0800
Subject: [PATCH 15/50] A simple version that completes the continuation

---
 .gitignore                                    |   2 +
 bigcode-zh.md                                 |  54 ++++++-
 .../src/bigcode/bigcode-continue-writing.ts   |  49 ++++++
 .../src/contexts/continue-writing-context.ts  |   6 +
 packages/jupyter-ai/src/keydown-handler.ts    |  23 +--
 .../jupyter-ai/src/utils/bigcode-request.ts   |  53 +++++++
 .../jupyter-ai/src/utils/cell-modification.ts | 144 ++++++++++++++++++
 packages/jupyter-ai/src/utils/context.ts      |  67 ++++++++
 packages/jupyter-ai/src/utils/instance.ts     |  20 ++-
 9 files changed, 405 insertions(+), 13 deletions(-)
 create mode 100644 packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
 create mode 100644 packages/jupyter-ai/src/utils/bigcode-request.ts
 create mode 100644 packages/jupyter-ai/src/utils/cell-modification.ts

diff --git a/.gitignore b/.gitignore
index b18810b57..ca25bbcbd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -132,3 +132,5 @@ dev.sh
 .jupyter_ystore.db
 
 .yarn
+
+.venv
\ No newline at end of file
diff --git a/bigcode-zh.md b/bigcode-zh.md
index eb152e21a..4534133d2 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -2,7 +2,41 @@
 
 ## 依赖项
 - "mobx" and "mobx-react": react的一个全局变量管理库
-- typescript: ~4.1.3 -> 5.1.6，之前的ts版本会打包失败，原因为ts语法检查依赖项中的代码不通过
+- "typescript": ~4.1.3 -> 5.1.6，之前的ts版本会打包失败，原因为ts语法检查依赖项中的代码不通过
+
+## 项目结构
+此结构是在原有的 jupyter-ai 上新增的
+
+```
+packages/jupyter-ai
+├── src  # Source code root
+│   ├── bigcode  # Bigcode related functionality
+│   │   └── bigcode-continue-writing.ts  # Code continuation logic
+│   ├── components  # UI components
+│   │   └── bigcode-settings.tsx  # Settings related to bigcode
+│   ├── contexts
+│   │   └── continue-writing-context.ts  # Context for the continue writing feature
+│   ├── keydown-handler.ts  # Global keydown handlers
+│   ├── utils  # Utility functions for bigcode feature
+│   │   ├── bigcode-request.ts  # Bigcode API requests
+│   │   ├── cell-modification.ts  # Cell modification
+│   │   ├── context.ts  # Cell context
+│   │   └── instance.ts  # Instance related utilities
+│   └── widgets 
+│       └── bigcode-sidebar.tsx  # Sidebar for bigcode features
+
+```
+
+## develop
+推荐 python 使用 venv 来运行，node 使用 nvm
+
+```shell
+./scripts/install.sh
+```
+
+```shell
+npm run dev
+```
 
 ## 逻辑梳理
 我们目前的做法是基于现有的 jupyter-ai 代码做的扩展（属于 jupyter-ai 的一部分）
@@ -14,16 +48,30 @@
 2. 配置如id，图标，标题等基本信息（暂时没有图标，使用的是jupyter-ai的）
 3. labextension 前端入口点添加这个侧边栏（Widget）到jupyterlab中，参考[labextension 前端入口点](./packages/jupyter-ai/src/index.ts)
 
-代码参考[bigcode-sidebar](./packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx)
+[代码](./packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx)
 
 #### 键盘处理事件
 
+
 1. 创建 codemirror 的 extension（键盘事件）,此 extension 在下述流程中被绑定到 codemirror 的实例
 2. 当 notebook 发生变化时，将 notebbok 默认选中的 cell 添加此 extension
 3. 在 notebook 中挂载 cell 变化事件，如果 cell 发生变化，则将 extension 添加至 cell 的 codemirror 实例中
 4. 在app加载此处理程序
 
-代码参考[keydown-handler.ts](./packages/jupyter-ai/src/keydown-handler.ts)
+[代码](./packages/jupyter-ai/src/keydown-handler.ts)
+
+
+#### 续写
+
+1. 获取前面所有单元格的代码（鼠标指针之前的）
+2. 格式化后发送给 bigcode
+3. 展示在单元格中（以写入状态保存到单元格）[前三步代码：continueWriting 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
+4. 当用户按下 Enter 后，取消代码的灰色状态 [代码：removeColor 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
+5. 当用户按下其他键后，删除灰色的代码 [代码：handleAnyKeyPress 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
+
+
+
+
 
 ### 后端（最后做）
 
diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
new file mode 100644
index 000000000..f9add56fc
--- /dev/null
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -0,0 +1,49 @@
+import { JupyterFrontEnd } from '@jupyterlab/application';
+// import { DocumentWidget } from '@jupyterlab/docregistry';
+// import { CodeMirrorEditor } from "@jupyterlab/codemirror"
+import { EditorView } from '@codemirror/view';
+import { getAllCellTextByBeforePointer } from "../utils/context"
+import { sendToBigCode, processCompletionResult, constructContinuationPrompt } from "../utils/bigcode-request"
+import { insertAndHighlightCode, removeTextStatus, moveCursorToEnd, replaceText } from "../utils/cell-modification"
+
+import GlobalStore from '../contexts/continue-writing-context';
+
+
+export const continueWriting = (app: JupyterFrontEnd): boolean => {
+    const contexts = getAllCellTextByBeforePointer(app)
+    if (!contexts) {
+        return false
+    }
+
+    GlobalStore.setCodeOnRequest(contexts[contexts.length - 1])
+    const prompt = constructContinuationPrompt(contexts)
+
+    sendToBigCode(prompt).then(result => {
+        const resultCode = processCompletionResult(result)
+        insertAndHighlightCode(app, GlobalStore.codeOnRequest, resultCode)
+    })
+
+    return true;
+}
+
+
+export const removeColor = (view: EditorView): boolean => {
+    if (GlobalStore.codeOnRequest == "") {
+        return false
+    }
+
+    removeTextStatus(view)
+    GlobalStore.setCodeOnRequest("")
+    moveCursorToEnd(view)
+    return true
+}
+
+export const handleAnyKeyPress = (view: EditorView, event: KeyboardEvent) => {
+    if (GlobalStore.codeOnRequest != "") {
+        removeTextStatus(view)
+        replaceText(view, GlobalStore.codeOnRequest)
+        GlobalStore.setCodeOnRequest("")
+    }
+
+    return false
+}
\ No newline at end of file
diff --git a/packages/jupyter-ai/src/contexts/continue-writing-context.ts b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
index 38744c9f2..e84bf9dd2 100644
--- a/packages/jupyter-ai/src/contexts/continue-writing-context.ts
+++ b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
@@ -3,6 +3,7 @@ import { makeObservable, observable, action } from 'mobx';
 class GlobalStore {
   @observable accessToken: string = "";
   @observable bigcodeUrl: string = "";
+  @observable codeOnRequest: string = "";
 
   constructor() {
     makeObservable(this);
@@ -19,6 +20,11 @@ class GlobalStore {
     this.bigcodeUrl = url;
   }
 
+  @action
+  setCodeOnRequest(code: string): void {
+    this.codeOnRequest = code;
+  }
+
 }
 
 export default new GlobalStore();
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index c0e51d010..1aa9fbf80 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -8,7 +8,7 @@ import { Notebook } from '@jupyterlab/notebook';
 import { NotebookPanel } from '@jupyterlab/notebook';
 import { Extension } from '@codemirror/state';
 import { getContent } from "./utils/instance"
-
+import { continueWriting, removeColor, handleAnyKeyPress } from "./bigcode/bigcode-continue-writing"
 
 // 创建一个软引用集合存放 editor
 const mountedEditors = new WeakSet<CodeMirrorEditor>();
@@ -39,13 +39,18 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
       {
         key: 'Ctrl-Space',
         run: () => {
-          // 当你按下 Ctrl 和 Space，console 会打印如下字符串
-          console.log("Ctrl and Space keys are pressed");
-          /*
-          * 我们使用了 highest，如果return true，则不会触发除此事件外任何事件，否则反之，会继续触发其他事件。
-          * 例如：如果此事件为 Enter 事件，return true 之后，在单元格中不会新起一行
-          */
-          return true
+          return continueWriting(app)
+        }
+      },
+      {
+        key: 'Enter',
+        run: (view: EditorView) => {
+          return removeColor(view);
+        }
+      },
+      {
+        any: (view: EditorView, event: KeyboardEvent) => {
+          return handleAnyKeyPress(view, event);
         }
       }
     ])
@@ -98,5 +103,5 @@ export const keyDownHandle = async (app: JupyterFrontEnd): Promise<void> => {
   // 等待 notebook 完成初始化
   await app.start();
   init(app);
-  console.log('keyDownHandle is start');
+  console.log('keyDownHandle is start...');
 };
\ No newline at end of file
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
new file mode 100644
index 000000000..e6642be84
--- /dev/null
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -0,0 +1,53 @@
+import GlobalStore from '../contexts/continue-writing-context';
+
+export const constructContinuationPrompt = (context: string[]): string|null => {
+  if (context == null) {
+      return null;
+  }
+
+  const prompt = '<start_jupyter>' + context.join('\n');
+  return prompt;
+}
+
+export const sendToBigCode = async (prompt: string | null): Promise<{ generated_text: string }[]> => {
+  const { bigcodeUrl } = GlobalStore;
+  const { accessToken } = GlobalStore;
+
+  if (!bigcodeUrl || !accessToken) {
+    alert('BigCode service URL or Huggingface Access Token not set.');
+    return new Promise((resolve, reject) => { reject('BigCode service URL or Huggingface Access Token not set.') });
+  }
+  if (!prompt) {
+    return new Promise((resolve, reject) => { reject('Prompt is null') });
+  }
+
+  const bodyData = {
+    inputs: prompt,
+    stream: false,
+    parameters: {
+      temperature: 0.01,
+      return_full_text: false,
+      stop: ['<jupyter_output>']
+    }
+  };
+
+  const response = fetch(bigcodeUrl, {
+    method: 'POST',
+    headers: {
+      'Content-Type': 'application/json',
+      Authorization: `Bearer ${accessToken}`
+    },
+    body: JSON.stringify(bodyData)
+  });
+
+  const data = (await response).json();
+  return data;
+};
+
+export const processCompletionResult = (result: { generated_text: string }[]): string => {
+  if (result.length == 0) {
+    return ""
+  }
+
+  return result[0].generated_text.replace("<jupyter_output>", "")
+}
\ No newline at end of file
diff --git a/packages/jupyter-ai/src/utils/cell-modification.ts b/packages/jupyter-ai/src/utils/cell-modification.ts
new file mode 100644
index 000000000..dda5946b4
--- /dev/null
+++ b/packages/jupyter-ai/src/utils/cell-modification.ts
@@ -0,0 +1,144 @@
+import { JupyterFrontEnd } from '@jupyterlab/application';
+import { DocumentWidget } from '@jupyterlab/docregistry';
+import { CodeMirrorEditor } from '@jupyterlab/codemirror';
+import { EditorView } from '@codemirror/view';
+import { StateEffect, StateField } from '@codemirror/state';
+import { Decoration, DecorationSet } from '@codemirror/view';
+import { CodeEditor } from '@jupyterlab/codeeditor';
+import { splitString } from "./context"
+
+const clearTextEffectState = StateEffect.define({});
+
+export function removeTextStatus(view: EditorView): void {
+  view.dispatch({
+    effects: clearTextEffectState.of(null)
+  });
+}
+
+// Create a mark status (meaning we've marked a string, so the class of this string's DOM is "gray-color")
+const grayTextMark = Decoration.mark({ class: 'gray-color' });
+
+// Marked css theme
+const grayTextTheme = EditorView.baseTheme({
+  '.gray-color > span': { color: 'gray !important' },
+  '.gray-color ': { color: 'gray !important' }
+});
+
+// Container to save the characters and theme we need to change (we need to first calculate which characters are what we need)
+const changeRangeTextStatus = StateEffect.define<{ from: number; to: number }>({
+  map: ({ from, to }, change) => ({
+    from: change.mapPos(from),
+    to: change.mapPos(to)
+  })
+});
+
+// codemirror's editorView extension
+const grayTextStateField = StateField.define<DecorationSet>({
+  create() {
+    return Decoration.none;
+  },
+  update(grayTexts, tr) {
+    grayTexts = grayTexts.map(tr.changes);
+    for (const e of tr.effects) {
+      if (e.is(changeRangeTextStatus)) {
+        grayTexts = grayTexts.update({
+          add: [grayTextMark.range(e.value.from, e.value.to)]
+        });
+      }
+    }
+    if (tr.effects.some(e => e.is(clearTextEffectState))) {
+      return Decoration.none;
+    }
+
+    return grayTexts;
+  },
+  provide: f => EditorView.decorations.from(f)
+});
+
+// Change the specified range of characters in EditorView to gray
+export function applyGrayTextToSelection(
+  view: EditorView,
+  start: number,
+  end: number
+): boolean {
+  if (start === end) {
+    return false;
+  }
+  const effects: StateEffect<unknown>[] = [
+    changeRangeTextStatus.of({ from: start, to: end })
+  ];
+
+  if (!view.state.field(grayTextStateField, false)) {
+    effects.push(StateEffect.appendConfig.of([grayTextStateField, grayTextTheme]));
+  }
+
+  view.dispatch({ effects });
+  return true;
+}
+
+export const calculatePointerPosition = (code: string): CodeEditor.IPosition => {
+  const lines = splitString(code)
+  return {
+    line: lines.length - 1,
+    column: lines[lines.length - 1].length
+  }
+}
+
+export const insertAndHighlightCode = (
+  app: JupyterFrontEnd,
+  oldCode:string,
+  newCode: string
+): boolean => {
+  // Get the currently active document window
+  const currentWidget = app.shell.currentWidget;
+  if (!(currentWidget instanceof DocumentWidget)) {
+    return false;
+  }
+
+  // content is also of type widget, just wrapped in a widget container
+  const { content } = currentWidget;
+  // The cell being currently operated on
+  const activeCell = content.activeCell;
+  // The CodeMirror instance object of the cell being currently operated on
+  const editor = activeCell.editor as CodeMirrorEditor;
+  if (editor) {
+    const prePosition = calculatePointerPosition(oldCode)
+    const view = editor.editor;
+    // Update the current code
+    editor.model.sharedModel.setSource(oldCode + newCode);
+
+    // Restore the mouse pointer to its previous position, otherwise it will point to the 0 position
+    editor.setCursorPosition(prePosition);
+
+    // Change the color of the added code to gray
+    return applyGrayTextToSelection(
+      view,
+      oldCode.length,
+      (oldCode + newCode).length
+    );
+  }
+
+  return false;
+};
+
+
+export const moveCursorToEnd = (view: EditorView): void => {
+  const endPos = view.state.doc.length; // Get the document's length
+  const transaction = view.state.update({
+      selection: { anchor: endPos, head: endPos }, // Set both anchor and head to the end position
+      scrollIntoView: true  // Optionally scroll the view to show the cursor
+  });
+
+  view.dispatch(transaction);
+}
+
+export const replaceText = (view: EditorView, newText: string) => {
+  // Create a new transaction to replace all text and move the cursor
+  const tr = view.state.update({
+      changes: { from: 0, to: view.state.doc.length, insert: newText },  // Replace all text with newText
+      selection: { anchor: newText.length, head: newText.length },  // Move cursor to the end of newText
+      scrollIntoView: true  // Optionally scroll to show the cursor
+  });
+
+  view.dispatch(tr);
+};
\ No newline at end of file
diff --git a/packages/jupyter-ai/src/utils/context.ts b/packages/jupyter-ai/src/utils/context.ts
index e69de29bb..9b39aef4d 100644
--- a/packages/jupyter-ai/src/utils/context.ts
+++ b/packages/jupyter-ai/src/utils/context.ts
@@ -0,0 +1,67 @@
+import { JupyterFrontEnd } from '@jupyterlab/application';
+import { CodeEditor } from '@jupyterlab/codeeditor';
+import { DocumentWidget } from '@jupyterlab/docregistry';
+
+
+import { getTextByEditor, getContent, getEditorByWidget } from "./instance"
+
+export const splitString = (input: string): string[] => {
+  // Split by newline, but ignore escaped newlines
+  return input.split(/(?<!\\)\n/).map(part => part.replace('\\\\n', '\\n'));
+};
+
+export const getCellCode = (app: JupyterFrontEnd): string | null => {
+  const currentWidget = app.shell.currentWidget;
+
+  if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+    return null;
+  }
+
+  const content = getContent(currentWidget);
+  const editor = getEditorByWidget(content);
+
+  if (editor) {
+    return getTextByEditor(editor);
+  }
+
+  return null;
+};
+
+export const getCellTextByBeforePointer = (editor: CodeEditor.IEditor) => {
+  // Get the cursor position, e.g., {column: 2, line: 1}
+  const position = editor.getCursorPosition();
+  const text = getTextByEditor(editor);
+
+  // Split by newline
+  const codeLines = splitString(text);
+
+  const codeLinesPositionBefore = [];
+  // Iterate from the first cell to the position of the active cell
+  for (let index = 0; index <= position.line; index++) {
+    // If iterating to the current cell
+    if (index === position.line) {
+      codeLinesPositionBefore.push(codeLines[index].slice(0, position.column));
+      continue;
+    }
+
+    codeLinesPositionBefore.push(codeLines[index]);
+  }
+
+  return codeLinesPositionBefore;
+};
+
+export const getAllCellTextByBeforePointer = (app: JupyterFrontEnd): string[] | null => {
+  const currentWidget = app.shell.currentWidget;
+
+  if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+    return null;
+  }
+
+  const content = getContent(currentWidget);
+  const editor = getEditorByWidget(content);
+
+  if (editor) {
+    return getCellTextByBeforePointer(editor);
+  }
+  return null;
+};
\ No newline at end of file
diff --git a/packages/jupyter-ai/src/utils/instance.ts b/packages/jupyter-ai/src/utils/instance.ts
index a55dd4c21..59a8cd5c2 100644
--- a/packages/jupyter-ai/src/utils/instance.ts
+++ b/packages/jupyter-ai/src/utils/instance.ts
@@ -1,8 +1,26 @@
 import { DocumentWidget } from '@jupyterlab/docregistry';
 import { Widget } from '@lumino/widgets';
+import { CodeEditor } from '@jupyterlab/codeeditor';
+import { Notebook } from '@jupyterlab/notebook';
 
 
 export const getContent = (widget: DocumentWidget): Widget => {
     const { content } = widget;
     return content;
-};
\ No newline at end of file
+};
+
+export const getEditorByWidget = (content: Widget): CodeEditor.IEditor | null | undefined => {
+    let editor: CodeEditor.IEditor | null | undefined;
+
+    // Check if the content is an instance of a Notebook
+    if (content instanceof Notebook) {
+        editor = content.activeCell?.editor;
+    }
+
+    return editor;
+};
+
+export const getTextByEditor = (editor: CodeEditor.IEditor): string => {
+    return editor.model.sharedModel.getSource();
+};
+

From de3f65e91b0fef382a406ecfb39ac83df6137d66 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Wed, 23 Aug 2023 17:12:05 +0800
Subject: [PATCH 16/50] perfect readme

---
 bigcode-zh.md | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index 4534133d2..d9ad4b9c7 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -29,6 +29,9 @@ packages/jupyter-ai
 
 ## develop
 推荐 python 使用 venv 来运行，node 使用 nvm
+推荐版本：
+- python: 3.10.12
+- node: 18.17.0
 
 ```shell
 ./scripts/install.sh
@@ -36,6 +39,9 @@ packages/jupyter-ai
 
 ```shell
 npm run dev
+
+# 如果想要在修改代码时编译，将下述指令和以上指令一起运行
+npm run watch
 ```
 
 ## 逻辑梳理
@@ -72,7 +78,6 @@ npm run dev
 
 
 
-
 ### 后端（最后做）
 
 在 jupyter-ai 中，用户填写的信息后，会进行请求到后端[handlers](./packages/jupyter-ai/jupyter_ai/handlers.py)，由后端保存到"~/.loacl"目录中。

From ae8087b88ff63aeefc47f1cc3ff3c4cfc73d8b0c Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Wed, 23 Aug 2023 17:25:49 +0800
Subject: [PATCH 17/50] perfect readme

---
 bigcode-zh.md | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index d9ad4b9c7..6f7e34869 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -27,16 +27,19 @@ packages/jupyter-ai
 
 ```
 
-## develop
+## Develop and preview
 推荐 python 使用 venv 来运行，node 使用 nvm
 推荐版本：
 - python: 3.10.12
 - node: 18.17.0
 
+### install
 ```shell
 ./scripts/install.sh
 ```
 
+
+### run
 ```shell
 npm run dev
 

From 0e433470fa86263288cc3367e88bc7d84efde7c4 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Wed, 23 Aug 2023 19:50:09 +0800
Subject: [PATCH 18/50] Added functionality to animate on request

---
 .../src/bigcode/bigcode-continue-writing.ts   | 29 ++++++++++--
 .../src/contexts/continue-writing-context.ts  |  6 +++
 packages/jupyter-ai/src/keydown-handler.ts    |  4 +-
 packages/jupyter-ai/src/utils/animation.ts    | 46 +++++++++++++++++++
 .../jupyter-ai/src/utils/bigcode-request.ts   |  1 +
 packages/jupyter-ai/style/animation.css       | 32 +++++++++++++
 packages/jupyter-ai/style/base.css            |  1 +
 7 files changed, 112 insertions(+), 7 deletions(-)
 create mode 100644 packages/jupyter-ai/src/utils/animation.ts
 create mode 100644 packages/jupyter-ai/style/animation.css

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index f9add56fc..6a27b2aae 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -1,26 +1,41 @@
 import { JupyterFrontEnd } from '@jupyterlab/application';
-// import { DocumentWidget } from '@jupyterlab/docregistry';
-// import { CodeMirrorEditor } from "@jupyterlab/codemirror"
 import { EditorView } from '@codemirror/view';
 import { getAllCellTextByBeforePointer } from "../utils/context"
 import { sendToBigCode, processCompletionResult, constructContinuationPrompt } from "../utils/bigcode-request"
 import { insertAndHighlightCode, removeTextStatus, moveCursorToEnd, replaceText } from "../utils/cell-modification"
+import { addLoadingAnimation, requestSuccess, requestFailed } from "../utils/animation"
 
 import GlobalStore from '../contexts/continue-writing-context';
 
 
-export const continueWriting = (app: JupyterFrontEnd): boolean => {
+export const continueWriting = (app: JupyterFrontEnd, view:EditorView): boolean => {
     const contexts = getAllCellTextByBeforePointer(app)
     if (!contexts) {
         return false
     }
 
+    addLoadingAnimation(view);
+
     GlobalStore.setCodeOnRequest(contexts[contexts.length - 1])
     const prompt = constructContinuationPrompt(contexts)
-
+    // 设置正在请求中
+    GlobalStore.changeIsRequest();
     sendToBigCode(prompt).then(result => {
         const resultCode = processCompletionResult(result)
-        insertAndHighlightCode(app, GlobalStore.codeOnRequest, resultCode)
+
+        if (resultCode == ""){
+            GlobalStore.setCodeOnRequest("")
+        }else{
+            insertAndHighlightCode(app, GlobalStore.codeOnRequest, resultCode)
+        }
+
+        GlobalStore.changeIsRequest();
+        requestSuccess(view)
+    }).catch(err=>{
+        console.log(err)
+        GlobalStore.setCodeOnRequest("")
+        GlobalStore.changeIsRequest();
+        requestFailed(view)
     })
 
     return true;
@@ -39,6 +54,10 @@ export const removeColor = (view: EditorView): boolean => {
 }
 
 export const handleAnyKeyPress = (view: EditorView, event: KeyboardEvent) => {
+    if (GlobalStore.isRequest){
+        return true
+    }
+
     if (GlobalStore.codeOnRequest != "") {
         removeTextStatus(view)
         replaceText(view, GlobalStore.codeOnRequest)
diff --git a/packages/jupyter-ai/src/contexts/continue-writing-context.ts b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
index e84bf9dd2..0c4d4a2e3 100644
--- a/packages/jupyter-ai/src/contexts/continue-writing-context.ts
+++ b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
@@ -4,6 +4,7 @@ class GlobalStore {
   @observable accessToken: string = "";
   @observable bigcodeUrl: string = "";
   @observable codeOnRequest: string = "";
+  @observable isRequest: boolean = false;
 
   constructor() {
     makeObservable(this);
@@ -25,6 +26,11 @@ class GlobalStore {
     this.codeOnRequest = code;
   }
 
+  @action
+  changeIsRequest(): void {
+    this.isRequest = !this.isRequest;
+  }
+
 }
 
 export default new GlobalStore();
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index 1aa9fbf80..676de01c1 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -38,8 +38,8 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
     keymap.of([
       {
         key: 'Ctrl-Space',
-        run: () => {
-          return continueWriting(app)
+        run: (view: EditorView) => {
+          return continueWriting(app, view)
         }
       },
       {
diff --git a/packages/jupyter-ai/src/utils/animation.ts b/packages/jupyter-ai/src/utils/animation.ts
new file mode 100644
index 000000000..9f0ca84d0
--- /dev/null
+++ b/packages/jupyter-ai/src/utils/animation.ts
@@ -0,0 +1,46 @@
+import { EditorView } from '@codemirror/view';
+/**
+ * 添加旋转圆环加载动画到EditorView左侧。
+ * 
+ * @param view - ProseMirror的EditorView实例。
+ */
+export function addLoadingAnimation(view: EditorView): void {
+    // 获取单元格的DOM节点。
+    const cellNode = view.dom.closest('.jp-Cell');
+
+    if (!cellNode) return;
+    const targetDiv = cellNode.querySelector('.lm-Widget.jp-InputPrompt.jp-InputArea-prompt');
+
+    // 创建圆环元素并分配样式类名。
+    const circle = document.createElement('div');
+    circle.className = "circle-loading-animation";
+    
+    targetDiv?.appendChild(circle)
+}
+
+
+export function requestSuccess(view: EditorView): void {
+    const circle = view.dom.closest('.jp-Cell')?.querySelector('.circle-loading-animation');
+    if (!circle) return;
+
+    // Update class for success state
+    circle.classList.add("circle-success");
+    
+    // After the animation is complete, remove the circle
+    setTimeout(() => {
+        circle.remove();
+    }, 1500);
+}
+
+export function requestFailed(view: EditorView): void {
+    const circle = view.dom.closest('.jp-Cell')?.querySelector('.circle-loading-animation');
+    if (!circle) return;
+
+    // Update class for failed state
+    circle.classList.add("circle-failed");
+
+    // After the animation is complete, remove the circle
+    setTimeout(() => {
+        circle.remove();
+    }, 1500);
+}
\ No newline at end of file
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index e6642be84..a48d6accf 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -17,6 +17,7 @@ export const sendToBigCode = async (prompt: string | null): Promise<{ generated_
     alert('BigCode service URL or Huggingface Access Token not set.');
     return new Promise((resolve, reject) => { reject('BigCode service URL or Huggingface Access Token not set.') });
   }
+  
   if (!prompt) {
     return new Promise((resolve, reject) => { reject('Prompt is null') });
   }
diff --git a/packages/jupyter-ai/style/animation.css b/packages/jupyter-ai/style/animation.css
new file mode 100644
index 000000000..da1d51d94
--- /dev/null
+++ b/packages/jupyter-ai/style/animation.css
@@ -0,0 +1,32 @@
+.circle-loading-animation {
+    width: 15px;
+    height: 15px;
+    border-radius: 50%;
+    border: 2px solid transparent;
+    border-top-color: #FFCA28; /* This determines the ring color */
+    animation: spin 1s linear infinite;
+    position: absolute;
+    right: 15px;
+    bottom: 5px;
+    z-index: 1000;
+}
+
+.circle-success {
+    border-color: green;
+    animation: fadeInOut 2s forwards, spin 0s;
+}
+
+.circle-failed {
+    border-color: red;
+    animation: fadeInOut 2s forwards, spin 0s;
+}
+
+@keyframes spin {
+    0% { transform: rotate(0deg); }
+    100% { transform: rotate(360deg); }
+}
+
+@keyframes fadeInOut {
+    0% { opacity: 1; }
+    100% { opacity: 0; }
+}
\ No newline at end of file
diff --git a/packages/jupyter-ai/style/base.css b/packages/jupyter-ai/style/base.css
index 9163cb517..af2c9d716 100644
--- a/packages/jupyter-ai/style/base.css
+++ b/packages/jupyter-ai/style/base.css
@@ -7,3 +7,4 @@
 @import './expandable-text-field.css';
 @import './react-markdown.css';
 @import './chat-settings.css';
+@import './animation.css'
\ No newline at end of file

From 1502810f1f69a047daf0962a59cd32791a2afd42 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Wed, 23 Aug 2023 19:54:01 +0800
Subject: [PATCH 19/50] add animation to bigcode-zh.md

---
 bigcode-zh.md                              | 7 ++++---
 packages/jupyter-ai/src/utils/animation.ts | 2 +-
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index 6f7e34869..db7889f25 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -74,9 +74,10 @@ npm run watch
 
 1. 获取前面所有单元格的代码（鼠标指针之前的）
 2. 格式化后发送给 bigcode
-3. 展示在单元格中（以写入状态保存到单元格）[前三步代码：continueWriting 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
-4. 当用户按下 Enter 后，取消代码的灰色状态 [代码：removeColor 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
-5. 当用户按下其他键后，删除灰色的代码 [代码：handleAnyKeyPress 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
+3. 开始请求动画 [代码](./packages/jupyter-ai/src/utils/animation.ts)
+4. 展示在单元格中（以写入状态保存到单元格）[1.2.4步代码：continueWriting 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
+5. 当用户按下 Enter 后，取消代码的灰色状态 [代码：removeColor 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
+6. 当用户按下其他键后，删除灰色的代码 [代码：handleAnyKeyPress 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
 
 
 
diff --git a/packages/jupyter-ai/src/utils/animation.ts b/packages/jupyter-ai/src/utils/animation.ts
index 9f0ca84d0..6b0540327 100644
--- a/packages/jupyter-ai/src/utils/animation.ts
+++ b/packages/jupyter-ai/src/utils/animation.ts
@@ -1,6 +1,6 @@
 import { EditorView } from '@codemirror/view';
 /**
- * 添加旋转圆环加载动画到EditorView左侧。
+ * 添加旋转圆环加载动画到EditorView（codemirror 的 dom）左侧。
  * 
  * @param view - ProseMirror的EditorView实例。
  */

From 3c5a6f58eef6f773e812bafdb0b9f81a4811ef0c Mon Sep 17 00:00:00 2001
From: cjq <1401875340@qq.com>
Date: Wed, 23 Aug 2023 22:59:19 +0800
Subject: [PATCH 20/50] fix request loading animation bug

---
 .../src/bigcode/bigcode-continue-writing.ts   | 64 ++++++++++++++-----
 packages/jupyter-ai/src/keydown-handler.ts    | 10 ++-
 packages/jupyter-ai/src/utils/animation.ts    | 12 +++-
 3 files changed, 65 insertions(+), 21 deletions(-)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index 6a27b2aae..48de6fd63 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -1,46 +1,80 @@
 import { JupyterFrontEnd } from '@jupyterlab/application';
 import { EditorView } from '@codemirror/view';
 import { getAllCellTextByBeforePointer } from "../utils/context"
-import { sendToBigCode, processCompletionResult, constructContinuationPrompt } from "../utils/bigcode-request"
-import { insertAndHighlightCode, removeTextStatus, moveCursorToEnd, replaceText } from "../utils/cell-modification"
+import {
+  sendToBigCode,
+  processCompletionResult,
+  constructContinuationPrompt
+} from '../utils/bigcode-request';
+import {
+  insertAndHighlightCode,
+  removeTextStatus,
+  moveCursorToEnd,
+  replaceText
+} from '../utils/cell-modification';
 import { addLoadingAnimation, requestSuccess, requestFailed } from "../utils/animation"
 
 import GlobalStore from '../contexts/continue-writing-context';
-
+let isRequest: boolean = false;
 
 export const continueWriting = (app: JupyterFrontEnd, view:EditorView): boolean => {
-    const contexts = getAllCellTextByBeforePointer(app)
-    if (!contexts) {
+    const context = getAllCellTextByBeforePointer(app)
+    if (!context) {
         return false
     }
-
+    if (isContextEmpty(context)) {
+        requestFailed(view)
+        return false
+    }
+    if (isRequest) {
+        console.log("多次")
+        return true;
+    }
+    requestLoadingAnimation(view);
+    isRequest = !isRequest
     addLoadingAnimation(view);
 
-    GlobalStore.setCodeOnRequest(contexts[contexts.length - 1])
-    const prompt = constructContinuationPrompt(contexts)
-    // 设置正在请求中
-    GlobalStore.changeIsRequest();
+    GlobalStore.setCodeOnRequest(context[context.length - 1])
+    const prompt = constructContinuationPrompt(context)
+
     sendToBigCode(prompt).then(result => {
+        console.log(result)
         const resultCode = processCompletionResult(result)
-
+        
         if (resultCode == ""){
             GlobalStore.setCodeOnRequest("")
         }else{
             insertAndHighlightCode(app, GlobalStore.codeOnRequest, resultCode)
         }
 
-        GlobalStore.changeIsRequest();
+        isRequest = !isRequest
         requestSuccess(view)
+        console.log("请求成功")
     }).catch(err=>{
         console.log(err)
         GlobalStore.setCodeOnRequest("")
-        GlobalStore.changeIsRequest();
+        isRequest = !isRequest
         requestFailed(view)
     })
 
     return true;
 }
 
+const isContextEmpty = (context: string[]): boolean => {
+    for(const code of context) {
+        if (code != '') {
+            return false;
+        }
+    }
+    return true;
+};
+
+const requestLoadingAnimation = (view: EditorView) => {
+    const circles = view.dom.closest('.jp-Cell')?.querySelectorAll('.circle-loading-animation');
+    circles?.forEach(circle => {
+        circle.remove();
+    })
+}
 
 export const removeColor = (view: EditorView): boolean => {
     if (GlobalStore.codeOnRequest == "") {
@@ -51,10 +85,10 @@ export const removeColor = (view: EditorView): boolean => {
     GlobalStore.setCodeOnRequest("")
     moveCursorToEnd(view)
     return true
-}
+};
 
 export const handleAnyKeyPress = (view: EditorView, event: KeyboardEvent) => {
-    if (GlobalStore.isRequest){
+    if (isRequest){
         return true
     }
 
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index 676de01c1..71294359c 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -7,8 +7,12 @@ import { StateEffect } from '@codemirror/state';
 import { Notebook } from '@jupyterlab/notebook';
 import { NotebookPanel } from '@jupyterlab/notebook';
 import { Extension } from '@codemirror/state';
-import { getContent } from "./utils/instance"
-import { continueWriting, removeColor, handleAnyKeyPress } from "./bigcode/bigcode-continue-writing"
+import { getContent } from './utils/instance';
+import {
+  continueWriting,
+  removeColor,
+  handleAnyKeyPress
+} from './bigcode/bigcode-continue-writing';
 
 // 创建一个软引用集合存放 editor
 const mountedEditors = new WeakSet<CodeMirrorEditor>();
@@ -39,7 +43,7 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
       {
         key: 'Ctrl-Space',
         run: (view: EditorView) => {
-          return continueWriting(app, view)
+          return continueWriting(app, view);
         }
       },
       {
diff --git a/packages/jupyter-ai/src/utils/animation.ts b/packages/jupyter-ai/src/utils/animation.ts
index 6b0540327..eeef504f3 100644
--- a/packages/jupyter-ai/src/utils/animation.ts
+++ b/packages/jupyter-ai/src/utils/animation.ts
@@ -22,13 +22,16 @@ export function addLoadingAnimation(view: EditorView): void {
 export function requestSuccess(view: EditorView): void {
     const circle = view.dom.closest('.jp-Cell')?.querySelector('.circle-loading-animation');
     if (!circle) return;
-
+    
     // Update class for success state
     circle.classList.add("circle-success");
     
     // After the animation is complete, remove the circle
     setTimeout(() => {
-        circle.remove();
+        const circles = view.dom.closest('.jp-Cell')?.querySelectorAll('.circle-loading-animation');
+        circles?.forEach(circle => {
+            circle.remove();
+        })
     }, 1500);
 }
 
@@ -41,6 +44,9 @@ export function requestFailed(view: EditorView): void {
 
     // After the animation is complete, remove the circle
     setTimeout(() => {
-        circle.remove();
+        const circles = view.dom.closest('.jp-Cell')?.querySelectorAll('.circle-loading-animation');
+        circles?.forEach(circle => {
+            circle.remove();
+        })
     }, 1500);
 }
\ No newline at end of file

From 22aa6a1d264292dde320760daf48b1ef617369ab Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Thu, 24 Aug 2023 09:16:16 +0800
Subject: [PATCH 21/50] remove irrelevant code

---
 .../src/bigcode/bigcode-continue-writing.ts   | 41 ++++++++-----------
 .../src/contexts/continue-writing-context.ts  |  6 ---
 packages/jupyter-ai/src/utils/animation.ts    | 19 +++++----
 3 files changed, 28 insertions(+), 38 deletions(-)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index 48de6fd63..0f8b5a19f 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -15,30 +15,40 @@ import {
 import { addLoadingAnimation, requestSuccess, requestFailed } from "../utils/animation"
 
 import GlobalStore from '../contexts/continue-writing-context';
+
 let isRequest: boolean = false;
 
+const isContextEmpty = (context: string[]): boolean => {
+    for(const code of context) {
+        if (code != '') {
+            return false;
+        }
+    }
+    return true;
+};
+
 export const continueWriting = (app: JupyterFrontEnd, view:EditorView): boolean => {
     const context = getAllCellTextByBeforePointer(app)
     if (!context) {
         return false
     }
+
     if (isContextEmpty(context)) {
         requestFailed(view)
         return false
     }
+
     if (isRequest) {
-        console.log("多次")
         return true;
     }
-    requestLoadingAnimation(view);
-    isRequest = !isRequest
+
+    isRequest = true;
     addLoadingAnimation(view);
 
     GlobalStore.setCodeOnRequest(context[context.length - 1])
     const prompt = constructContinuationPrompt(context)
 
     sendToBigCode(prompt).then(result => {
-        console.log(result)
         const resultCode = processCompletionResult(result)
         
         if (resultCode == ""){
@@ -47,34 +57,19 @@ export const continueWriting = (app: JupyterFrontEnd, view:EditorView): boolean
             insertAndHighlightCode(app, GlobalStore.codeOnRequest, resultCode)
         }
 
-        isRequest = !isRequest
         requestSuccess(view)
-        console.log("请求成功")
+        isRequest = false
     }).catch(err=>{
-        console.log(err)
+        console.error(err)
         GlobalStore.setCodeOnRequest("")
-        isRequest = !isRequest
+        
         requestFailed(view)
+        isRequest = false
     })
 
     return true;
 }
 
-const isContextEmpty = (context: string[]): boolean => {
-    for(const code of context) {
-        if (code != '') {
-            return false;
-        }
-    }
-    return true;
-};
-
-const requestLoadingAnimation = (view: EditorView) => {
-    const circles = view.dom.closest('.jp-Cell')?.querySelectorAll('.circle-loading-animation');
-    circles?.forEach(circle => {
-        circle.remove();
-    })
-}
 
 export const removeColor = (view: EditorView): boolean => {
     if (GlobalStore.codeOnRequest == "") {
diff --git a/packages/jupyter-ai/src/contexts/continue-writing-context.ts b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
index 0c4d4a2e3..e84bf9dd2 100644
--- a/packages/jupyter-ai/src/contexts/continue-writing-context.ts
+++ b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
@@ -4,7 +4,6 @@ class GlobalStore {
   @observable accessToken: string = "";
   @observable bigcodeUrl: string = "";
   @observable codeOnRequest: string = "";
-  @observable isRequest: boolean = false;
 
   constructor() {
     makeObservable(this);
@@ -26,11 +25,6 @@ class GlobalStore {
     this.codeOnRequest = code;
   }
 
-  @action
-  changeIsRequest(): void {
-    this.isRequest = !this.isRequest;
-  }
-
 }
 
 export default new GlobalStore();
diff --git a/packages/jupyter-ai/src/utils/animation.ts b/packages/jupyter-ai/src/utils/animation.ts
index eeef504f3..64ec088a7 100644
--- a/packages/jupyter-ai/src/utils/animation.ts
+++ b/packages/jupyter-ai/src/utils/animation.ts
@@ -28,10 +28,7 @@ export function requestSuccess(view: EditorView): void {
     
     // After the animation is complete, remove the circle
     setTimeout(() => {
-        const circles = view.dom.closest('.jp-Cell')?.querySelectorAll('.circle-loading-animation');
-        circles?.forEach(circle => {
-            circle.remove();
-        })
+        removeLoadingAnimation(view)
     }, 1500);
 }
 
@@ -44,9 +41,13 @@ export function requestFailed(view: EditorView): void {
 
     // After the animation is complete, remove the circle
     setTimeout(() => {
-        const circles = view.dom.closest('.jp-Cell')?.querySelectorAll('.circle-loading-animation');
-        circles?.forEach(circle => {
-            circle.remove();
-        })
+        removeLoadingAnimation(view)
     }, 1500);
-}
\ No newline at end of file
+}
+
+const removeLoadingAnimation = (view: EditorView) => {
+    const circles = view.dom.closest('.jp-Cell')?.querySelectorAll('.circle-loading-animation');
+    circles?.forEach(circle => {
+        circle.remove();
+    })
+}

From 9d9412dbe0ac641cfae4c8d987c24fc456a8e136 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Thu, 24 Aug 2023 09:57:06 +0800
Subject: [PATCH 22/50] format code

---
 .../src/bigcode/bigcode-continue-writing.ts   | 159 ++++++++++--------
 .../src/components/bigcode-settings.tsx       |  34 ++--
 .../src/contexts/continue-writing-context.ts  |  10 +-
 packages/jupyter-ai/src/index.ts              |   4 +-
 packages/jupyter-ai/src/keydown-handler.ts    |   5 +-
 packages/jupyter-ai/src/utils/animation.ts    |  85 ++++++----
 .../jupyter-ai/src/utils/bigcode-request.ts   |  36 ++--
 .../jupyter-ai/src/utils/cell-modification.ts |  37 ++--
 packages/jupyter-ai/src/utils/context.ts      |  13 +-
 packages/jupyter-ai/src/utils/instance.ts     |  24 +--
 .../src/widgets/bigcode-sidebar.tsx           |   8 +-
 11 files changed, 232 insertions(+), 183 deletions(-)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index 0f8b5a19f..290a680f4 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -1,6 +1,6 @@
 import { JupyterFrontEnd } from '@jupyterlab/application';
 import { EditorView } from '@codemirror/view';
-import { getAllCellTextByBeforePointer } from "../utils/context"
+import { getAllCellTextByBeforePointer } from '../utils/context';
 import {
   sendToBigCode,
   processCompletionResult,
@@ -12,86 +12,109 @@ import {
   moveCursorToEnd,
   replaceText
 } from '../utils/cell-modification';
-import { addLoadingAnimation, requestSuccess, requestFailed } from "../utils/animation"
+import {
+  addLoadingAnimation,
+  requestSuccess as loadRequestSuccessAnimation,
+  requestFailed as loadRequestFailedAnimation
+} from '../utils/animation';
 
 import GlobalStore from '../contexts/continue-writing-context';
 
-let isRequest: boolean = false;
+const requestState = {
+  loading: false,
+  viewResult: false
+};
 
 const isContextEmpty = (context: string[]): boolean => {
-    for(const code of context) {
-        if (code != '') {
-            return false;
-        }
-    }
-    return true;
+  return context.every(code => code === '');
 };
 
-export const continueWriting = (app: JupyterFrontEnd, view:EditorView): boolean => {
-    const context = getAllCellTextByBeforePointer(app)
-    if (!context) {
-        return false
-    }
-
-    if (isContextEmpty(context)) {
-        requestFailed(view)
-        return false
-    }
-
-    if (isRequest) {
-        return true;
-    }
-
-    isRequest = true;
-    addLoadingAnimation(view);
-
-    GlobalStore.setCodeOnRequest(context[context.length - 1])
-    const prompt = constructContinuationPrompt(context)
-
-    sendToBigCode(prompt).then(result => {
-        const resultCode = processCompletionResult(result)
-        
-        if (resultCode == ""){
-            GlobalStore.setCodeOnRequest("")
-        }else{
-            insertAndHighlightCode(app, GlobalStore.codeOnRequest, resultCode)
-        }
-
-        requestSuccess(view)
-        isRequest = false
-    }).catch(err=>{
-        console.error(err)
-        GlobalStore.setCodeOnRequest("")
-        
-        requestFailed(view)
-        isRequest = false
-    })
+const requestSuccess = (
+  app: JupyterFrontEnd,
+  view: EditorView,
+  result: { generated_text: string }[]
+) => {
+  const resultCode = processCompletionResult(result);
+  requestState.viewResult = true;
+
+  if (resultCode === '') {
+    requestState.viewResult = false;
+    GlobalStore.setCodeOnRequest('');
+  } else {
+    insertAndHighlightCode(app, GlobalStore.codeOnRequest, resultCode);
+  }
+
+  loadRequestSuccessAnimation(view);
+  requestState.loading = false;
+};
+
+const requestFailed = (view: EditorView) => {
+  GlobalStore.setCodeOnRequest('');
+
+  loadRequestFailedAnimation(view);
+  requestState.viewResult = false;
+  requestState.loading = false;
+};
 
+export const continueWriting = (
+  app: JupyterFrontEnd,
+  view: EditorView
+): boolean => {
+  const context = getAllCellTextByBeforePointer(app);
+  if (!context) {
+    return false;
+  }
+
+  if (isContextEmpty(context)) {
+    loadRequestFailedAnimation(view);
+    return false;
+  }
+
+  if (requestState.loading || requestState.viewResult) {
     return true;
-}
+  }
 
+  requestState.loading = true;
+  addLoadingAnimation(view);
+
+  GlobalStore.setCodeOnRequest(context[context.length - 1]);
+  const prompt = constructContinuationPrompt(context);
+
+  sendToBigCode(prompt)
+    .then(result => {
+      requestSuccess(app, view, result);
+    })
+    .catch(err => {
+      console.error(err);
+      requestFailed(view);
+    });
+
+  return true;
+};
 
 export const removeColor = (view: EditorView): boolean => {
-    if (GlobalStore.codeOnRequest == "") {
-        return false
-    }
-
-    removeTextStatus(view)
-    GlobalStore.setCodeOnRequest("")
-    moveCursorToEnd(view)
-    return true
+  if (GlobalStore.codeOnRequest === '') {
+    return false;
+  }
+
+  requestState.viewResult = false;
+  removeTextStatus(view);
+  GlobalStore.setCodeOnRequest('');
+  moveCursorToEnd(view);
+  return true;
 };
 
-export const handleAnyKeyPress = (view: EditorView, event: KeyboardEvent) => {
-    if (isRequest){
-        return true
-    }
+export const handleAnyKeyPress = (view: EditorView): boolean => {
+  if (requestState.loading) {
+    return true;
+  }
 
-    if (GlobalStore.codeOnRequest != "") {
-        removeTextStatus(view)
-        replaceText(view, GlobalStore.codeOnRequest)
-        GlobalStore.setCodeOnRequest("")
-    }
+  if (GlobalStore.codeOnRequest !== '') {
+    removeTextStatus(view);
+    replaceText(view, GlobalStore.codeOnRequest);
+    GlobalStore.setCodeOnRequest('');
+    requestState.viewResult = false;
+  }
 
-    return false
-}
\ No newline at end of file
+  return false;
+};
diff --git a/packages/jupyter-ai/src/components/bigcode-settings.tsx b/packages/jupyter-ai/src/components/bigcode-settings.tsx
index 3baa8028b..09a3d7023 100644
--- a/packages/jupyter-ai/src/components/bigcode-settings.tsx
+++ b/packages/jupyter-ai/src/components/bigcode-settings.tsx
@@ -1,29 +1,26 @@
 // import React, { useEffect } from 'react';
 import React, { useEffect } from 'react';
 import { Box, TextField } from '@mui/material';
-import GlobalStore from "../contexts/continue-writing-context"
+import GlobalStore from '../contexts/continue-writing-context';
 import { observer } from 'mobx-react-lite';
 
-type BigcodeSettingProps = {
-
-};
-
-
-export const BigCodeSetting = observer(({ }: BigcodeSettingProps) => {
-  const { bigcodeUrl } = GlobalStore
-  const { accessToken } = GlobalStore
+export const BigCodeSetting = observer(() => {
+  const { bigcodeUrl } = GlobalStore;
+  const { accessToken } = GlobalStore;
 
   const setBigcodeUrlWrapper = (value: string) => {
-    GlobalStore.setBigcodeUrl(value)
-  }
-  
+    GlobalStore.setBigcodeUrl(value);
+  };
+
   const setAccessTokenWrapper = (value: string) => {
-    GlobalStore.setAccessToken(value)
-  }
+    GlobalStore.setAccessToken(value);
+  };
 
-  useEffect(()=>{
-    GlobalStore.setBigcodeUrl("https://api-inference.huggingface.co/models/bigcode/starcoderbase/")
-  }, [])
+  useEffect(() => {
+    GlobalStore.setBigcodeUrl(
+      'https://api-inference.huggingface.co/models/bigcode/starcoderbase/'
+    );
+  }, []);
 
   return (
     <Box
@@ -51,7 +48,6 @@ export const BigCodeSetting = observer(({ }: BigcodeSettingProps) => {
         type="password"
         onChange={e => setAccessTokenWrapper(e.target.value)}
       />
-
     </Box>
   );
-})
\ No newline at end of file
+});
diff --git a/packages/jupyter-ai/src/contexts/continue-writing-context.ts b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
index e84bf9dd2..df4d56c68 100644
--- a/packages/jupyter-ai/src/contexts/continue-writing-context.ts
+++ b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
@@ -1,9 +1,9 @@
 import { makeObservable, observable, action } from 'mobx';
 
 class GlobalStore {
-  @observable accessToken: string = "";
-  @observable bigcodeUrl: string = "";
-  @observable codeOnRequest: string = "";
+  @observable accessToken = '';
+  @observable bigcodeUrl = '';
+  @observable codeOnRequest = '';
 
   constructor() {
     makeObservable(this);
@@ -14,7 +14,6 @@ class GlobalStore {
     this.accessToken = token;
   }
 
-
   @action
   setBigcodeUrl(url: string): void {
     this.bigcodeUrl = url;
@@ -24,8 +23,7 @@ class GlobalStore {
   setCodeOnRequest(code: string): void {
     this.codeOnRequest = code;
   }
-
 }
 
 export default new GlobalStore();
-export type IGlobalStore = GlobalStore;
\ No newline at end of file
+export type IGlobalStore = GlobalStore;
diff --git a/packages/jupyter-ai/src/index.ts b/packages/jupyter-ai/src/index.ts
index 71167b63c..aba2d8c70 100644
--- a/packages/jupyter-ai/src/index.ts
+++ b/packages/jupyter-ai/src/index.ts
@@ -13,7 +13,7 @@ import { buildBigcodeSidebar } from './widgets/bigcode-sidebar';
 import { SelectionWatcher } from './selection-watcher';
 import { ChatHandler } from './chat_handler';
 import { buildErrorWidget } from './widgets/chat-error';
-import { keyDownHandle } from "./keydown-handler"
+import { keyDownHandle } from './keydown-handler';
 
 export type DocumentTracker = IWidgetTracker<IDocumentWidget>;
 
@@ -59,7 +59,7 @@ const plugin: JupyterFrontEndPlugin<void> = {
     /**
      * Initialize keydown handler
      */
-    keyDownHandle(app)
+    keyDownHandle(app);
 
     /**
      * Add Chat widget to right sidebar
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index 71294359c..da9f4873a 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -36,7 +36,6 @@ const mountExtension = (
   mountedEditors.add(editor);
 };
 
-
 const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
   return Prec.highest(
     keymap.of([
@@ -54,7 +53,7 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
       },
       {
         any: (view: EditorView, event: KeyboardEvent) => {
-          return handleAnyKeyPress(view, event);
+          return handleAnyKeyPress(view);
         }
       }
     ])
@@ -108,4 +107,4 @@ export const keyDownHandle = async (app: JupyterFrontEnd): Promise<void> => {
   await app.start();
   init(app);
   console.log('keyDownHandle is start...');
-};
\ No newline at end of file
+};
diff --git a/packages/jupyter-ai/src/utils/animation.ts b/packages/jupyter-ai/src/utils/animation.ts
index 64ec088a7..979a5f3f1 100644
--- a/packages/jupyter-ai/src/utils/animation.ts
+++ b/packages/jupyter-ai/src/utils/animation.ts
@@ -1,53 +1,70 @@
 import { EditorView } from '@codemirror/view';
 /**
  * 添加旋转圆环加载动画到EditorView（codemirror 的 dom）左侧。
- * 
+ *
  * @param view - ProseMirror的EditorView实例。
  */
 export function addLoadingAnimation(view: EditorView): void {
-    // 获取单元格的DOM节点。
-    const cellNode = view.dom.closest('.jp-Cell');
+  // 获取单元格的DOM节点。
+  const cellNode = view.dom.closest('.jp-Cell');
 
-    if (!cellNode) return;
-    const targetDiv = cellNode.querySelector('.lm-Widget.jp-InputPrompt.jp-InputArea-prompt');
+  if (!cellNode) {
+    return;
+  }
 
-    // 创建圆环元素并分配样式类名。
-    const circle = document.createElement('div');
-    circle.className = "circle-loading-animation";
-    
-    targetDiv?.appendChild(circle)
-}
+  const targetDiv = cellNode.querySelector(
+    '.lm-Widget.jp-InputPrompt.jp-InputArea-prompt'
+  );
+
+  // 创建圆环元素并分配样式类名。
+  const circle = document.createElement('div');
+  circle.className = 'circle-loading-animation';
 
+  targetDiv?.appendChild(circle);
+}
 
 export function requestSuccess(view: EditorView): void {
-    const circle = view.dom.closest('.jp-Cell')?.querySelector('.circle-loading-animation');
-    if (!circle) return;
-    
-    // Update class for success state
-    circle.classList.add("circle-success");
-    
-    // After the animation is complete, remove the circle
-    setTimeout(() => {
-        removeLoadingAnimation(view)
-    }, 1500);
+  const circle = view.dom
+    .closest('.jp-Cell')
+    ?.querySelector('.circle-loading-animation');
+
+  if (!circle) {
+    return;
+  }
+
+  // Update class for success state
+  circle.classList.add('circle-success');
+
+  // After the animation is complete, remove the circle
+  setTimeout(() => {
+    removeLoadingAnimation(view);
+  }, 1500);
 }
 
 export function requestFailed(view: EditorView): void {
-    const circle = view.dom.closest('.jp-Cell')?.querySelector('.circle-loading-animation');
-    if (!circle) return;
+  const circle = view.dom
+    .closest('.jp-Cell')
+    ?.querySelector('.circle-loading-animation');
+
+  if (!circle) {
+    return;
+  }
 
-    // Update class for failed state
-    circle.classList.add("circle-failed");
+  // Update class for failed state
+  circle.classList.add('circle-failed');
 
-    // After the animation is complete, remove the circle
-    setTimeout(() => {
-        removeLoadingAnimation(view)
-    }, 1500);
+  // After the animation is complete, remove the circle
+  setTimeout(() => {
+    removeLoadingAnimation(view);
+  }, 1500);
 }
 
 const removeLoadingAnimation = (view: EditorView) => {
-    const circles = view.dom.closest('.jp-Cell')?.querySelectorAll('.circle-loading-animation');
-    circles?.forEach(circle => {
-        circle.remove();
-    })
-}
+  const circles = view.dom
+    .closest('.jp-Cell')
+    ?.querySelectorAll('.circle-loading-animation');
+
+  circles?.forEach(circle => {
+    circle.remove();
+  });
+};
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index a48d6accf..491c02655 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -1,25 +1,33 @@
 import GlobalStore from '../contexts/continue-writing-context';
 
-export const constructContinuationPrompt = (context: string[]): string|null => {
-  if (context == null) {
-      return null;
+export const constructContinuationPrompt = (
+  context: string[]
+): string | null => {
+  if (context === null) {
+    return null;
   }
 
   const prompt = '<start_jupyter>' + context.join('\n');
   return prompt;
-}
+};
 
-export const sendToBigCode = async (prompt: string | null): Promise<{ generated_text: string }[]> => {
+export const sendToBigCode = async (
+  prompt: string | null
+): Promise<{ generated_text: string }[]> => {
   const { bigcodeUrl } = GlobalStore;
   const { accessToken } = GlobalStore;
 
   if (!bigcodeUrl || !accessToken) {
     alert('BigCode service URL or Huggingface Access Token not set.');
-    return new Promise((resolve, reject) => { reject('BigCode service URL or Huggingface Access Token not set.') });
+    return new Promise((resolve, reject) => {
+      reject('BigCode service URL or Huggingface Access Token not set.');
+    });
   }
-  
+
   if (!prompt) {
-    return new Promise((resolve, reject) => { reject('Prompt is null') });
+    return new Promise((resolve, reject) => {
+      reject('Prompt is null');
+    });
   }
 
   const bodyData = {
@@ -45,10 +53,12 @@ export const sendToBigCode = async (prompt: string | null): Promise<{ generated_
   return data;
 };
 
-export const processCompletionResult = (result: { generated_text: string }[]): string => {
-  if (result.length == 0) {
-    return ""
+export const processCompletionResult = (
+  result: { generated_text: string }[]
+): string => {
+  if (result.length === 0) {
+    return '';
   }
 
-  return result[0].generated_text.replace("<jupyter_output>", "")
-}
\ No newline at end of file
+  return result[0].generated_text.replace('<jupyter_output>', '');
+};
diff --git a/packages/jupyter-ai/src/utils/cell-modification.ts b/packages/jupyter-ai/src/utils/cell-modification.ts
index dda5946b4..7c6949c19 100644
--- a/packages/jupyter-ai/src/utils/cell-modification.ts
+++ b/packages/jupyter-ai/src/utils/cell-modification.ts
@@ -5,7 +5,7 @@ import { EditorView } from '@codemirror/view';
 import { StateEffect, StateField } from '@codemirror/state';
 import { Decoration, DecorationSet } from '@codemirror/view';
 import { CodeEditor } from '@jupyterlab/codeeditor';
-import { splitString } from "./context"
+import { splitString } from './context';
 
 const clearTextEffectState = StateEffect.define({});
 
@@ -69,24 +69,28 @@ export function applyGrayTextToSelection(
   ];
 
   if (!view.state.field(grayTextStateField, false)) {
-    effects.push(StateEffect.appendConfig.of([grayTextStateField, grayTextTheme]));
+    effects.push(
+      StateEffect.appendConfig.of([grayTextStateField, grayTextTheme])
+    );
   }
 
   view.dispatch({ effects });
   return true;
 }
 
-export const calculatePointerPosition = (code: string): CodeEditor.IPosition => {
-  const lines = splitString(code)
+export const calculatePointerPosition = (
+  code: string
+): CodeEditor.IPosition => {
+  const lines = splitString(code);
   return {
     line: lines.length - 1,
     column: lines[lines.length - 1].length
-  }
-}
+  };
+};
 
 export const insertAndHighlightCode = (
   app: JupyterFrontEnd,
-  oldCode:string,
+  oldCode: string,
   newCode: string
 ): boolean => {
   // Get the currently active document window
@@ -102,7 +106,7 @@ export const insertAndHighlightCode = (
   // The CodeMirror instance object of the cell being currently operated on
   const editor = activeCell.editor as CodeMirrorEditor;
   if (editor) {
-    const prePosition = calculatePointerPosition(oldCode)
+    const prePosition = calculatePointerPosition(oldCode);
     const view = editor.editor;
     // Update the current code
     editor.model.sharedModel.setSource(oldCode + newCode);
@@ -121,24 +125,23 @@ export const insertAndHighlightCode = (
   return false;
 };
 
-
 export const moveCursorToEnd = (view: EditorView): void => {
   const endPos = view.state.doc.length; // Get the document's length
   const transaction = view.state.update({
-      selection: { anchor: endPos, head: endPos }, // Set both anchor and head to the end position
-      scrollIntoView: true  // Optionally scroll the view to show the cursor
+    selection: { anchor: endPos, head: endPos }, // Set both anchor and head to the end position
+    scrollIntoView: true // Optionally scroll the view to show the cursor
   });
 
   view.dispatch(transaction);
-}
+};
 
-export const replaceText = (view: EditorView, newText: string) => {
+export const replaceText = (view: EditorView, newText: string): void => {
   // Create a new transaction to replace all text and move the cursor
   const tr = view.state.update({
-      changes: { from: 0, to: view.state.doc.length, insert: newText },  // Replace all text with newText
-      selection: { anchor: newText.length, head: newText.length },  // Move cursor to the end of newText
-      scrollIntoView: true  // Optionally scroll to show the cursor
+    changes: { from: 0, to: view.state.doc.length, insert: newText }, // Replace all text with newText
+    selection: { anchor: newText.length, head: newText.length }, // Move cursor to the end of newText
+    scrollIntoView: true // Optionally scroll to show the cursor
   });
 
   view.dispatch(tr);
-};
\ No newline at end of file
+};
diff --git a/packages/jupyter-ai/src/utils/context.ts b/packages/jupyter-ai/src/utils/context.ts
index 9b39aef4d..49d9317a4 100644
--- a/packages/jupyter-ai/src/utils/context.ts
+++ b/packages/jupyter-ai/src/utils/context.ts
@@ -2,8 +2,7 @@ import { JupyterFrontEnd } from '@jupyterlab/application';
 import { CodeEditor } from '@jupyterlab/codeeditor';
 import { DocumentWidget } from '@jupyterlab/docregistry';
 
-
-import { getTextByEditor, getContent, getEditorByWidget } from "./instance"
+import { getTextByEditor, getContent, getEditorByWidget } from './instance';
 
 export const splitString = (input: string): string[] => {
   // Split by newline, but ignore escaped newlines
@@ -27,7 +26,9 @@ export const getCellCode = (app: JupyterFrontEnd): string | null => {
   return null;
 };
 
-export const getCellTextByBeforePointer = (editor: CodeEditor.IEditor) => {
+export const getCellTextByBeforePointer = (
+  editor: CodeEditor.IEditor
+): string[] => {
   // Get the cursor position, e.g., {column: 2, line: 1}
   const position = editor.getCursorPosition();
   const text = getTextByEditor(editor);
@@ -50,7 +51,9 @@ export const getCellTextByBeforePointer = (editor: CodeEditor.IEditor) => {
   return codeLinesPositionBefore;
 };
 
-export const getAllCellTextByBeforePointer = (app: JupyterFrontEnd): string[] | null => {
+export const getAllCellTextByBeforePointer = (
+  app: JupyterFrontEnd
+): string[] | null => {
   const currentWidget = app.shell.currentWidget;
 
   if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
@@ -64,4 +67,4 @@ export const getAllCellTextByBeforePointer = (app: JupyterFrontEnd): string[] |
     return getCellTextByBeforePointer(editor);
   }
   return null;
-};
\ No newline at end of file
+};
diff --git a/packages/jupyter-ai/src/utils/instance.ts b/packages/jupyter-ai/src/utils/instance.ts
index 59a8cd5c2..b261639da 100644
--- a/packages/jupyter-ai/src/utils/instance.ts
+++ b/packages/jupyter-ai/src/utils/instance.ts
@@ -3,24 +3,24 @@ import { Widget } from '@lumino/widgets';
 import { CodeEditor } from '@jupyterlab/codeeditor';
 import { Notebook } from '@jupyterlab/notebook';
 
-
 export const getContent = (widget: DocumentWidget): Widget => {
-    const { content } = widget;
-    return content;
+  const { content } = widget;
+  return content;
 };
 
-export const getEditorByWidget = (content: Widget): CodeEditor.IEditor | null | undefined => {
-    let editor: CodeEditor.IEditor | null | undefined;
+export const getEditorByWidget = (
+  content: Widget
+): CodeEditor.IEditor | null | undefined => {
+  let editor: CodeEditor.IEditor | null | undefined;
 
-    // Check if the content is an instance of a Notebook
-    if (content instanceof Notebook) {
-        editor = content.activeCell?.editor;
-    }
+  // Check if the content is an instance of a Notebook
+  if (content instanceof Notebook) {
+    editor = content.activeCell?.editor;
+  }
 
-    return editor;
+  return editor;
 };
 
 export const getTextByEditor = (editor: CodeEditor.IEditor): string => {
-    return editor.model.sharedModel.getSource();
+  return editor.model.sharedModel.getSource();
 };
-
diff --git a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
index a59f7a171..bf379f7dd 100644
--- a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
+++ b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
@@ -1,17 +1,17 @@
 import React from 'react';
 import { ReactWidget } from '@jupyterlab/apputils';
-import { BigCodeSetting } from "../components/bigcode-settings"
+import { BigCodeSetting } from '../components/bigcode-settings';
 import { chatIcon } from '../icons';
 
 export function buildBigcodeSidebar(): ReactWidget {
   const BigCodeWidget = ReactWidget.create(
     <div>
-      <BigCodeSetting/>
+      <BigCodeSetting />
     </div>
   );
-  
+
   BigCodeWidget.id = 'jupyter-ai::bigcode';
   BigCodeWidget.title.icon = chatIcon;
   BigCodeWidget.title.caption = 'bigcode continuation';
   return BigCodeWidget;
-}
\ No newline at end of file
+}

From eca890ae9be2abca7f50260f368ae18dfff5be4c Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Thu, 24 Aug 2023 11:43:21 +0800
Subject: [PATCH 23/50] fix get cell error

---
 .../src/bigcode/bigcode-continue-writing.ts   |  5 +-
 .../jupyter-ai/src/utils/bigcode-request.ts   |  1 +
 packages/jupyter-ai/src/utils/context.ts      | 47 +++++++++++++++----
 3 files changed, 42 insertions(+), 11 deletions(-)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index 290a680f4..0224d2fcf 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -1,6 +1,6 @@
 import { JupyterFrontEnd } from '@jupyterlab/application';
 import { EditorView } from '@codemirror/view';
-import { getAllCellTextByBeforePointer } from '../utils/context';
+import { getAllCellTextByPosition } from '../utils/context';
 import {
   sendToBigCode,
   processCompletionResult,
@@ -60,7 +60,7 @@ export const continueWriting = (
   app: JupyterFrontEnd,
   view: EditorView
 ): boolean => {
-  const context = getAllCellTextByBeforePointer(app);
+  const context = getAllCellTextByPosition(app);
   if (!context) {
     return false;
   }
@@ -76,7 +76,6 @@ export const continueWriting = (
 
   requestState.loading = true;
   addLoadingAnimation(view);
-
   GlobalStore.setCodeOnRequest(context[context.length - 1]);
   const prompt = constructContinuationPrompt(context);
 
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index 491c02655..da313b80a 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -50,6 +50,7 @@ export const sendToBigCode = async (
   });
 
   const data = (await response).json();
+  console.log(data);
   return data;
 };
 
diff --git a/packages/jupyter-ai/src/utils/context.ts b/packages/jupyter-ai/src/utils/context.ts
index 49d9317a4..5dab39b72 100644
--- a/packages/jupyter-ai/src/utils/context.ts
+++ b/packages/jupyter-ai/src/utils/context.ts
@@ -1,7 +1,7 @@
 import { JupyterFrontEnd } from '@jupyterlab/application';
 import { CodeEditor } from '@jupyterlab/codeeditor';
 import { DocumentWidget } from '@jupyterlab/docregistry';
-
+import { Notebook } from '@jupyterlab/notebook';
 import { getTextByEditor, getContent, getEditorByWidget } from './instance';
 
 export const splitString = (input: string): string[] => {
@@ -26,13 +26,10 @@ export const getCellCode = (app: JupyterFrontEnd): string | null => {
   return null;
 };
 
-export const getCellTextByBeforePointer = (
-  editor: CodeEditor.IEditor
-): string[] => {
+const getCellTextByBeforePointer = (editor: CodeEditor.IEditor): string[] => {
   // Get the cursor position, e.g., {column: 2, line: 1}
   const position = editor.getCursorPosition();
   const text = getTextByEditor(editor);
-
   // Split by newline
   const codeLines = splitString(text);
 
@@ -51,9 +48,7 @@ export const getCellTextByBeforePointer = (
   return codeLinesPositionBefore;
 };
 
-export const getAllCellTextByBeforePointer = (
-  app: JupyterFrontEnd
-): string[] | null => {
+export const getCellTextByApp = (app: JupyterFrontEnd): string[] | null => {
   const currentWidget = app.shell.currentWidget;
 
   if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
@@ -66,5 +61,41 @@ export const getAllCellTextByBeforePointer = (
   if (editor) {
     return getCellTextByBeforePointer(editor);
   }
+
+  return null;
+};
+
+export const getAllCellTextByPosition = (
+  app: JupyterFrontEnd
+): string[] | null => {
+  const currentWidget = app.shell.currentWidget;
+  if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
+    return null;
+  }
+
+  const content = getContent(currentWidget);
+  if (content instanceof Notebook) {
+    const allCellText = [];
+    const widgets = content.widgets;
+    const activeCellIndex = content.activeCellIndex;
+
+    // 遍历到当前单元格
+    for (let index = 0; index <= activeCellIndex; index++) {
+      const widget = widgets[index];
+      const editor = widget.editor;
+      if (editor) {
+        // 如果是当前的单元格
+        if (index === activeCellIndex) {
+          const cellLines = getCellTextByBeforePointer(editor);
+          allCellText.push(cellLines.join('\n'));
+          break;
+        }
+
+        const text = getTextByEditor(editor);
+        allCellText.push(text);
+      }
+    }
+    return allCellText;
+  }
   return null;
 };

From f6654ae04ce3d001b10ad04ec53336412440bbb6 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Thu, 24 Aug 2023 11:51:34 +0800
Subject: [PATCH 24/50] Fixed issue where no code would appear after pressing
 enter

---
 packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts | 4 ----
 packages/jupyter-ai/src/utils/bigcode-request.ts            | 1 -
 2 files changed, 5 deletions(-)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index 0224d2fcf..1093e7b85 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -92,10 +92,6 @@ export const continueWriting = (
 };
 
 export const removeColor = (view: EditorView): boolean => {
-  if (GlobalStore.codeOnRequest === '') {
-    return false;
-  }
-
   requestState.viewResult = false;
   removeTextStatus(view);
   GlobalStore.setCodeOnRequest('');
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index da313b80a..491c02655 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -50,7 +50,6 @@ export const sendToBigCode = async (
   });
 
   const data = (await response).json();
-  console.log(data);
   return data;
 };
 

From 61ba755b3ead06c2fc6081bec60e1c1ddd8cc539 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Thu, 24 Aug 2023 11:56:00 +0800
Subject: [PATCH 25/50] Fixed issue where no code would appear after pressing
 enter

---
 packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index 1093e7b85..00b9c19f6 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -92,6 +92,10 @@ export const continueWriting = (
 };
 
 export const removeColor = (view: EditorView): boolean => {
+  if (GlobalStore.codeOnRequest === '' && !requestState.viewResult) {
+    return false;
+  }
+
   requestState.viewResult = false;
   removeTextStatus(view);
   GlobalStore.setCodeOnRequest('');

From 01cc1fa1fa099687d7d1f2bc2bcc78d3c7639e3f Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@foxmail.com>
Date: Thu, 24 Aug 2023 13:14:39 +0800
Subject: [PATCH 26/50] Change use other shortcut keys to determine the way to
 enter the method

---
 .../src/bigcode/bigcode-continue-writing.ts   |  6 +----
 packages/jupyter-ai/src/keydown-handler.ts    | 24 +++++++++----------
 2 files changed, 13 insertions(+), 17 deletions(-)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index 00b9c19f6..c016ab3f0 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -61,11 +61,7 @@ export const continueWriting = (
   view: EditorView
 ): boolean => {
   const context = getAllCellTextByPosition(app);
-  if (!context) {
-    return false;
-  }
-
-  if (isContextEmpty(context)) {
+  if (!context || isContextEmpty(context)) {
     loadRequestFailedAnimation(view);
     return false;
   }
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index da9f4873a..0050e6221 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -39,20 +39,20 @@ const mountExtension = (
 const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
   return Prec.highest(
     keymap.of([
-      {
-        key: 'Ctrl-Space',
-        run: (view: EditorView) => {
-          return continueWriting(app, view);
-        }
-      },
-      {
-        key: 'Enter',
-        run: (view: EditorView) => {
-          return removeColor(view);
-        }
-      },
       {
         any: (view: EditorView, event: KeyboardEvent) => {
+          /*
+           * The reason for using "any" instead of "key" here is that when the system has a default shortcut key,
+           * only the run method with the key parameter cannot enter, so any is used here to judge event.code
+           */
+          if (event.ctrlKey && event.code === 'Space') {
+            return continueWriting(app, view);
+          }
+
+          if (event.code === 'Enter') {
+            return removeColor(view);
+          }
+
           return handleAnyKeyPress(view);
         }
       }

From b682dbce6e1b867ec3d06a6ab990586783fc97a3 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Thu, 24 Aug 2023 17:32:20 +0800
Subject: [PATCH 27/50] Fix bug when formatting prompt

---
 .../src/bigcode/bigcode-continue-writing.ts   |  7 ++---
 packages/jupyter-ai/src/types/cell.ts         |  6 +++++
 .../jupyter-ai/src/utils/bigcode-request.ts   | 22 ++++++++++++---
 packages/jupyter-ai/src/utils/context.ts      | 27 ++++++++++++++-----
 4 files changed, 50 insertions(+), 12 deletions(-)
 create mode 100644 packages/jupyter-ai/src/types/cell.ts

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index 00b9c19f6..20408cd08 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -17,6 +17,7 @@ import {
   requestSuccess as loadRequestSuccessAnimation,
   requestFailed as loadRequestFailedAnimation
 } from '../utils/animation';
+import { ICell } from '../types/cell';
 
 import GlobalStore from '../contexts/continue-writing-context';
 
@@ -25,8 +26,8 @@ const requestState = {
   viewResult: false
 };
 
-const isContextEmpty = (context: string[]): boolean => {
-  return context.every(code => code === '');
+const isContextEmpty = (context: ICell[]): boolean => {
+  return context.every(cell => cell.content === '');
 };
 
 const requestSuccess = (
@@ -76,7 +77,7 @@ export const continueWriting = (
 
   requestState.loading = true;
   addLoadingAnimation(view);
-  GlobalStore.setCodeOnRequest(context[context.length - 1]);
+  GlobalStore.setCodeOnRequest(context[context.length - 1].content);
   const prompt = constructContinuationPrompt(context);
 
   sendToBigCode(prompt)
diff --git a/packages/jupyter-ai/src/types/cell.ts b/packages/jupyter-ai/src/types/cell.ts
new file mode 100644
index 000000000..bc69c0c83
--- /dev/null
+++ b/packages/jupyter-ai/src/types/cell.ts
@@ -0,0 +1,6 @@
+export type ICellType = null | 'markdown' | 'code';
+
+export interface ICell {
+  content: string;
+  type: ICellType;
+}
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index 491c02655..8eb347d87 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -1,13 +1,29 @@
 import GlobalStore from '../contexts/continue-writing-context';
+import { ICell } from '../types/cell';
+
+const getPromptForCell = (cell: ICell): string => {
+  let cellPrompt = '';
+  switch (cell.type) {
+    case 'code':
+      cellPrompt += '<jupyter_code>';
+      break;
+    case 'markdown':
+      cellPrompt += '<jupyter_text>';
+      break;
+  }
+  return cellPrompt + cell.content;
+};
 
 export const constructContinuationPrompt = (
-  context: string[]
+  context: ICell[] | null
 ): string | null => {
-  if (context === null) {
+  if (!context || context.length === 0) {
     return null;
   }
 
-  const prompt = '<start_jupyter>' + context.join('\n');
+  const prompt = '<start_jupyter>' + context.map(getPromptForCell).join('');
+
+  console.log('prompt', prompt);
   return prompt;
 };
 
diff --git a/packages/jupyter-ai/src/utils/context.ts b/packages/jupyter-ai/src/utils/context.ts
index 5dab39b72..c9cfdb00a 100644
--- a/packages/jupyter-ai/src/utils/context.ts
+++ b/packages/jupyter-ai/src/utils/context.ts
@@ -3,6 +3,8 @@ import { CodeEditor } from '@jupyterlab/codeeditor';
 import { DocumentWidget } from '@jupyterlab/docregistry';
 import { Notebook } from '@jupyterlab/notebook';
 import { getTextByEditor, getContent, getEditorByWidget } from './instance';
+import { ICell, ICellType } from '../types/cell';
+import { CodeCell, MarkdownCell } from '@jupyterlab/cells';
 
 export const splitString = (input: string): string[] => {
   // Split by newline, but ignore escaped newlines
@@ -67,7 +69,7 @@ export const getCellTextByApp = (app: JupyterFrontEnd): string[] | null => {
 
 export const getAllCellTextByPosition = (
   app: JupyterFrontEnd
-): string[] | null => {
+): ICell[] | null => {
   const currentWidget = app.shell.currentWidget;
   if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
     return null;
@@ -75,27 +77,40 @@ export const getAllCellTextByPosition = (
 
   const content = getContent(currentWidget);
   if (content instanceof Notebook) {
-    const allCellText = [];
+    const allCellBase: ICell[] = [];
     const widgets = content.widgets;
     const activeCellIndex = content.activeCellIndex;
 
     // 遍历到当前单元格
     for (let index = 0; index <= activeCellIndex; index++) {
       const widget = widgets[index];
+      const cellType: ICellType =
+        widget instanceof CodeCell
+          ? 'code'
+          : widget instanceof MarkdownCell
+          ? 'markdown'
+          : null;
+
       const editor = widget.editor;
       if (editor) {
         // 如果是当前的单元格
         if (index === activeCellIndex) {
           const cellLines = getCellTextByBeforePointer(editor);
-          allCellText.push(cellLines.join('\n'));
+          allCellBase.push({
+            type: cellType,
+            content: cellLines.join('\n')
+          });
           break;
         }
 
-        const text = getTextByEditor(editor);
-        allCellText.push(text);
+        const codeText = getTextByEditor(editor);
+        allCellBase.push({
+          type: cellType,
+          content: codeText
+        });
       }
     }
-    return allCellText;
+    return allCellBase;
   }
   return null;
 };

From c3eed45099efba8195a4aa0076c22f78b715ea5c Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Thu, 24 Aug 2023 17:49:11 +0800
Subject: [PATCH 28/50] Fixed that when the code is displayed and the current
 cell is empty, the user will not cancel the display by pressing other keys

---
 packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index e1c8fd0b0..1c78981f6 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -105,7 +105,7 @@ export const handleAnyKeyPress = (view: EditorView): boolean => {
     return true;
   }
 
-  if (GlobalStore.codeOnRequest !== '') {
+  if (GlobalStore.codeOnRequest !== '' || requestState.viewResult) {
     removeTextStatus(view);
     replaceText(view, GlobalStore.codeOnRequest);
     GlobalStore.setCodeOnRequest('');

From 7e9a22fef3d5ceea6988ee9913553a850d51e014 Mon Sep 17 00:00:00 2001
From: Ran <redamancy0326@foxmail.com>
Date: Thu, 24 Aug 2023 21:47:28 +0800
Subject: [PATCH 29/50] When reloading the animation, the original animation
 dom should be removed

---
 packages/jupyter-ai/src/utils/animation.ts | 1 +
 1 file changed, 1 insertion(+)

diff --git a/packages/jupyter-ai/src/utils/animation.ts b/packages/jupyter-ai/src/utils/animation.ts
index 979a5f3f1..24507d9f6 100644
--- a/packages/jupyter-ai/src/utils/animation.ts
+++ b/packages/jupyter-ai/src/utils/animation.ts
@@ -5,6 +5,7 @@ import { EditorView } from '@codemirror/view';
  * @param view - ProseMirror的EditorView实例。
  */
 export function addLoadingAnimation(view: EditorView): void {
+  removeLoadingAnimation(view);
   // 获取单元格的DOM节点。
   const cellNode = view.dom.closest('.jp-Cell');
 

From 938047d9a5f9478fe46e06b831444b00797ce2f9 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Fri, 25 Aug 2023 01:01:39 -0700
Subject: [PATCH 30/50] add debug log

---
 .../src/bigcode/bigcode-continue-writing.ts   | 19 ++++++++++++++++++-
 packages/jupyter-ai/src/keydown-handler.ts    |  7 ++++++-
 packages/jupyter-ai/src/utils/animation.ts    |  2 +-
 .../jupyter-ai/src/utils/bigcode-request.ts   |  1 -
 4 files changed, 25 insertions(+), 4 deletions(-)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index 1c78981f6..8110b9f76 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -15,7 +15,8 @@ import {
 import {
   addLoadingAnimation,
   requestSuccess as loadRequestSuccessAnimation,
-  requestFailed as loadRequestFailedAnimation
+  requestFailed as loadRequestFailedAnimation,
+  removeLoadingAnimation
 } from '../utils/animation';
 import { ICell } from '../types/cell';
 
@@ -64,20 +65,28 @@ export const continueWriting = (
   const context = getAllCellTextByPosition(app);
   if (!context || isContextEmpty(context)) {
     loadRequestFailedAnimation(view);
+    console.error('continueWriting() => context is null');
     return false;
   }
 
   if (requestState.loading || requestState.viewResult) {
+    console.error('continueWriting() => request is running');
     return true;
   }
 
+  console.debug('continueWriting() => context: ', context);
+
   requestState.loading = true;
+  removeLoadingAnimation(view);
   addLoadingAnimation(view);
   GlobalStore.setCodeOnRequest(context[context.length - 1].content);
   const prompt = constructContinuationPrompt(context);
 
+  console.debug('continueWriting() => prompt: ', prompt);
+
   sendToBigCode(prompt)
     .then(result => {
+      console.debug('continueWriting() => state is success, result: ', result);
       requestSuccess(app, view, result);
     })
     .catch(err => {
@@ -90,6 +99,9 @@ export const continueWriting = (
 
 export const removeColor = (view: EditorView): boolean => {
   if (GlobalStore.codeOnRequest === '' && !requestState.viewResult) {
+    console.debug(
+      'removeColor() => No request is running or no continuation code is showing'
+    );
     return false;
   }
 
@@ -97,15 +109,20 @@ export const removeColor = (view: EditorView): boolean => {
   removeTextStatus(view);
   GlobalStore.setCodeOnRequest('');
   moveCursorToEnd(view);
+  console.debug('removeColor() => remove code customize color');
   return true;
 };
 
 export const handleAnyKeyPress = (view: EditorView): boolean => {
   if (requestState.loading) {
+    console.debug('handleAnyKeyPress() => request is loading');
     return true;
   }
 
   if (GlobalStore.codeOnRequest !== '' || requestState.viewResult) {
+    console.debug(
+      'handleAnyKeyPress() => code for the user to cancel the display'
+    );
     removeTextStatus(view);
     replaceText(view, GlobalStore.codeOnRequest);
     GlobalStore.setCodeOnRequest('');
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index 0050e6221..ab511c66e 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -41,15 +41,20 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
     keymap.of([
       {
         any: (view: EditorView, event: KeyboardEvent) => {
+          console.debug('keyboard press: key.code: ', event.code);
           /*
            * The reason for using "any" instead of "key" here is that when the system has a default shortcut key,
            * only the run method with the key parameter cannot enter, so any is used here to judge event.code
            */
-          if (event.ctrlKey && event.code === 'Space') {
+          if (event.shiftKey && event.code === 'Space') {
+            console.debug(
+              'keyboard press: continueWriting function is Running'
+            );
             return continueWriting(app, view);
           }
 
           if (event.code === 'Enter') {
+            console.debug('keyboard press: removeColor function is Running');
             return removeColor(view);
           }
 
diff --git a/packages/jupyter-ai/src/utils/animation.ts b/packages/jupyter-ai/src/utils/animation.ts
index 24507d9f6..1649852ee 100644
--- a/packages/jupyter-ai/src/utils/animation.ts
+++ b/packages/jupyter-ai/src/utils/animation.ts
@@ -60,7 +60,7 @@ export function requestFailed(view: EditorView): void {
   }, 1500);
 }
 
-const removeLoadingAnimation = (view: EditorView) => {
+export const removeLoadingAnimation = (view: EditorView): void => {
   const circles = view.dom
     .closest('.jp-Cell')
     ?.querySelectorAll('.circle-loading-animation');
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index 8eb347d87..8fb21d1ff 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -23,7 +23,6 @@ export const constructContinuationPrompt = (
 
   const prompt = '<start_jupyter>' + context.map(getPromptForCell).join('');
 
-  console.log('prompt', prompt);
   return prompt;
 };
 

From 5e114859efb9e6137b64c5f068b64d1245e2c5af Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Fri, 25 Aug 2023 02:44:30 -0700
Subject: [PATCH 31/50] add hot key on request

---
 .../src/bigcode/bigcode-continue-writing.ts   | 17 ++++---
 .../src/components/bigcode-settings.tsx       | 16 +++++++
 .../src/contexts/continue-writing-context.ts  |  6 +++
 packages/jupyter-ai/src/keydown-handler.ts    | 12 ++---
 packages/jupyter-ai/src/utils/animation.ts    | 48 +++++++------------
 packages/jupyter-ai/src/utils/keyboard.ts     | 22 +++++++++
 6 files changed, 77 insertions(+), 44 deletions(-)
 create mode 100644 packages/jupyter-ai/src/utils/keyboard.ts

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index 8110b9f76..c3f6e9dab 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -14,8 +14,7 @@ import {
 } from '../utils/cell-modification';
 import {
   addLoadingAnimation,
-  requestSuccess as loadRequestSuccessAnimation,
-  requestFailed as loadRequestFailedAnimation,
+  updateAnimation,
   removeLoadingAnimation
 } from '../utils/animation';
 import { ICell } from '../types/cell';
@@ -28,7 +27,12 @@ const requestState = {
 };
 
 const isContextEmpty = (context: ICell[]): boolean => {
-  return context.every(cell => cell.content === '');
+  if (!context || context.length === 0) {
+    return true; // 如果context为空或未定义，我们认为它是空的
+  }
+
+  const combinedContent = context.reduce((acc, cell) => acc + cell.content, '');
+  return combinedContent.trim() === '';
 };
 
 const requestSuccess = (
@@ -46,14 +50,14 @@ const requestSuccess = (
     insertAndHighlightCode(app, GlobalStore.codeOnRequest, resultCode);
   }
 
-  loadRequestSuccessAnimation(view);
+  updateAnimation(view, 'success');
   requestState.loading = false;
 };
 
 const requestFailed = (view: EditorView) => {
   GlobalStore.setCodeOnRequest('');
 
-  loadRequestFailedAnimation(view);
+  updateAnimation(view, 'failed');
   requestState.viewResult = false;
   requestState.loading = false;
 };
@@ -64,7 +68,7 @@ export const continueWriting = (
 ): boolean => {
   const context = getAllCellTextByPosition(app);
   if (!context || isContextEmpty(context)) {
-    loadRequestFailedAnimation(view);
+    updateAnimation(view, 'failed');
     console.error('continueWriting() => context is null');
     return false;
   }
@@ -128,6 +132,5 @@ export const handleAnyKeyPress = (view: EditorView): boolean => {
     GlobalStore.setCodeOnRequest('');
     requestState.viewResult = false;
   }
-
   return false;
 };
diff --git a/packages/jupyter-ai/src/components/bigcode-settings.tsx b/packages/jupyter-ai/src/components/bigcode-settings.tsx
index 09a3d7023..95bd8f2e6 100644
--- a/packages/jupyter-ai/src/components/bigcode-settings.tsx
+++ b/packages/jupyter-ai/src/components/bigcode-settings.tsx
@@ -3,6 +3,7 @@ import React, { useEffect } from 'react';
 import { Box, TextField } from '@mui/material';
 import GlobalStore from '../contexts/continue-writing-context';
 import { observer } from 'mobx-react-lite';
+import { parseKeyboardEventToShortcut } from '../utils/keyboard';
 
 export const BigCodeSetting = observer(() => {
   const { bigcodeUrl } = GlobalStore;
@@ -16,6 +17,12 @@ export const BigCodeSetting = observer(() => {
     GlobalStore.setAccessToken(value);
   };
 
+  const setHotKey = (event: React.KeyboardEvent<HTMLInputElement>) => {
+    event.preventDefault();
+    const shortcutStr = parseKeyboardEventToShortcut(event);
+    GlobalStore.setShortcutStr(shortcutStr);
+  };
+
   useEffect(() => {
     GlobalStore.setBigcodeUrl(
       'https://api-inference.huggingface.co/models/bigcode/starcoderbase/'
@@ -48,6 +55,15 @@ export const BigCodeSetting = observer(() => {
         type="password"
         onChange={e => setAccessTokenWrapper(e.target.value)}
       />
+
+      <h2 className="jp-ai-ChatSettings-header">Hotkey for continue writing</h2>
+      <TextField
+        label="Huggingface Access Token"
+        value={GlobalStore.shortcutStr}
+        fullWidth
+        type="text"
+        onKeyDown={setHotKey}
+      />
     </Box>
   );
 });
diff --git a/packages/jupyter-ai/src/contexts/continue-writing-context.ts b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
index df4d56c68..e0c966792 100644
--- a/packages/jupyter-ai/src/contexts/continue-writing-context.ts
+++ b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
@@ -4,6 +4,7 @@ class GlobalStore {
   @observable accessToken = '';
   @observable bigcodeUrl = '';
   @observable codeOnRequest = '';
+  @observable shortcutStr = 'Ctrl + Space';
 
   constructor() {
     makeObservable(this);
@@ -23,6 +24,11 @@ class GlobalStore {
   setCodeOnRequest(code: string): void {
     this.codeOnRequest = code;
   }
+
+  @action
+  setShortcutStr(keyDownStr: string): void {
+    this.shortcutStr = keyDownStr;
+  }
 }
 
 export default new GlobalStore();
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index ab511c66e..61044303b 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -13,6 +13,8 @@ import {
   removeColor,
   handleAnyKeyPress
 } from './bigcode/bigcode-continue-writing';
+import { parseKeyboardEventToShortcut } from './utils/keyboard';
+import GlobalStore from './contexts/continue-writing-context';
 
 // 创建一个软引用集合存放 editor
 const mountedEditors = new WeakSet<CodeMirrorEditor>();
@@ -41,12 +43,10 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
     keymap.of([
       {
         any: (view: EditorView, event: KeyboardEvent) => {
-          console.debug('keyboard press: key.code: ', event.code);
-          /*
-           * The reason for using "any" instead of "key" here is that when the system has a default shortcut key,
-           * only the run method with the key parameter cannot enter, so any is used here to judge event.code
-           */
-          if (event.shiftKey && event.code === 'Space') {
+          const parsedShortcut = parseKeyboardEventToShortcut(event);
+          console.debug('keyboard press: ', parsedShortcut);
+
+          if (parsedShortcut === GlobalStore.shortcutStr) {
             console.debug(
               'keyboard press: continueWriting function is Running'
             );
diff --git a/packages/jupyter-ai/src/utils/animation.ts b/packages/jupyter-ai/src/utils/animation.ts
index 1649852ee..9ecff376a 100644
--- a/packages/jupyter-ai/src/utils/animation.ts
+++ b/packages/jupyter-ai/src/utils/animation.ts
@@ -4,67 +4,53 @@ import { EditorView } from '@codemirror/view';
  *
  * @param view - ProseMirror的EditorView实例。
  */
-export function addLoadingAnimation(view: EditorView): void {
+export function addLoadingAnimation(view: EditorView): HTMLElement | null {
   removeLoadingAnimation(view);
-  // 获取单元格的DOM节点。
   const cellNode = view.dom.closest('.jp-Cell');
-
   if (!cellNode) {
-    return;
+    return null;
   }
 
   const targetDiv = cellNode.querySelector(
     '.lm-Widget.jp-InputPrompt.jp-InputArea-prompt'
   );
-
-  // 创建圆环元素并分配样式类名。
   const circle = document.createElement('div');
   circle.className = 'circle-loading-animation';
-
   targetDiv?.appendChild(circle);
-}
 
-export function requestSuccess(view: EditorView): void {
-  const circle = view.dom
-    .closest('.jp-Cell')
-    ?.querySelector('.circle-loading-animation');
+  return circle;
+}
 
+export function updateAnimation(
+  view: EditorView,
+  state: 'success' | 'failed'
+): void {
+  let circle = getLoadingCircle(view);
   if (!circle) {
-    return;
+    circle = addLoadingAnimation(view);
   }
 
-  // Update class for success state
-  circle.classList.add('circle-success');
+  if (state === 'success') {
+    circle?.classList.add('circle-success');
+  } else if (state === 'failed') {
+    circle?.classList.add('circle-failed');
+  }
 
-  // After the animation is complete, remove the circle
   setTimeout(() => {
     removeLoadingAnimation(view);
   }, 1500);
 }
 
-export function requestFailed(view: EditorView): void {
-  const circle = view.dom
+function getLoadingCircle(view: EditorView): HTMLElement | null | undefined {
+  return view.dom
     .closest('.jp-Cell')
     ?.querySelector('.circle-loading-animation');
-
-  if (!circle) {
-    return;
-  }
-
-  // Update class for failed state
-  circle.classList.add('circle-failed');
-
-  // After the animation is complete, remove the circle
-  setTimeout(() => {
-    removeLoadingAnimation(view);
-  }, 1500);
 }
 
 export const removeLoadingAnimation = (view: EditorView): void => {
   const circles = view.dom
     .closest('.jp-Cell')
     ?.querySelectorAll('.circle-loading-animation');
-
   circles?.forEach(circle => {
     circle.remove();
   });
diff --git a/packages/jupyter-ai/src/utils/keyboard.ts b/packages/jupyter-ai/src/utils/keyboard.ts
new file mode 100644
index 000000000..ddcc746ff
--- /dev/null
+++ b/packages/jupyter-ai/src/utils/keyboard.ts
@@ -0,0 +1,22 @@
+export const parseKeyboardEventToShortcut = (
+  event: React.KeyboardEvent<HTMLInputElement> | KeyboardEvent
+): string => {
+  const keyCombo: string[] = [];
+  if (event.ctrlKey) {
+    keyCombo.push('Ctrl');
+  }
+  if (event.altKey) {
+    keyCombo.push('Alt');
+  }
+  if (event.shiftKey) {
+    keyCombo.push('Shift');
+  }
+  if (event.metaKey) {
+    keyCombo.push('Meta');
+  }
+  if (['Shift', 'Alt', 'Control', 'Meta'].indexOf(event.key) === -1) {
+    keyCombo.push(event.code);
+  }
+
+  return keyCombo.join(' + ');
+};

From 80021b0bb3faa2516b5e3f30a1889a308ac78787 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Fri, 25 Aug 2023 03:06:24 -0700
Subject: [PATCH 32/50] Improve the hotkey context, including log, readme, etc.

---
 bigcode-zh.md                                   |   9 ++++++++-
 docs/source/_static/debug-levels.jpg            | Bin 0 -> 45720 bytes
 .../src/components/bigcode-settings.tsx         |   9 ++++++---
 .../src/contexts/continue-writing-context.ts    |   5 +++++
 4 files changed, 19 insertions(+), 4 deletions(-)
 create mode 100644 docs/source/_static/debug-levels.jpg

diff --git a/bigcode-zh.md b/bigcode-zh.md
index db7889f25..45d37e96a 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -14,6 +14,8 @@ packages/jupyter-ai
 │   │   └── bigcode-continue-writing.ts  # Code continuation logic
 │   ├── components  # UI components
 │   │   └── bigcode-settings.tsx  # Settings related to bigcode
+|   ├── types
+|   |   └── cell.ts # Used to call the cell structure in the link
 │   ├── contexts
 │   │   └── continue-writing-context.ts  # Context for the continue writing feature
 │   ├── keydown-handler.ts  # Global keydown handlers
@@ -21,7 +23,8 @@ packages/jupyter-ai
 │   │   ├── bigcode-request.ts  # Bigcode API requests
 │   │   ├── cell-modification.ts  # Cell modification
 │   │   ├── context.ts  # Cell context
-│   │   └── instance.ts  # Instance related utilities
+│   │   ├── instance.ts  # Instance related utilities
+│   │   └── keyboard.ts # Tool method to monitor the keyboard
 │   └── widgets 
 │       └── bigcode-sidebar.tsx  # Sidebar for bigcode features
 
@@ -46,6 +49,10 @@ npm run dev
 # 如果想要在修改代码时编译，将下述指令和以上指令一起运行
 npm run watch
 ```
+### debug 
+在F12(开发者工具)中将日志级别中所有的选项都勾选上
+![](./docs/source/_static/debug-levels.jpg)
+
 
 ## 逻辑梳理
 我们目前的做法是基于现有的 jupyter-ai 代码做的扩展（属于 jupyter-ai 的一部分）
diff --git a/docs/source/_static/debug-levels.jpg b/docs/source/_static/debug-levels.jpg
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diff --git a/packages/jupyter-ai/src/components/bigcode-settings.tsx b/packages/jupyter-ai/src/components/bigcode-settings.tsx
index 95bd8f2e6..8d497c96f 100644
--- a/packages/jupyter-ai/src/components/bigcode-settings.tsx
+++ b/packages/jupyter-ai/src/components/bigcode-settings.tsx
@@ -15,12 +15,15 @@ export const BigCodeSetting = observer(() => {
 
   const setAccessTokenWrapper = (value: string) => {
     GlobalStore.setAccessToken(value);
+    console.debug('setAccessToken()');
   };
 
-  const setHotKey = (event: React.KeyboardEvent<HTMLInputElement>) => {
+  const setHotKeyWrapper = (event: React.KeyboardEvent<HTMLInputElement>) => {
     event.preventDefault();
     const shortcutStr = parseKeyboardEventToShortcut(event);
     GlobalStore.setShortcutStr(shortcutStr);
+    localStorage.setItem('shortcutStr', shortcutStr);
+    console.debug('setHotKey() => The current hotkey is ', shortcutStr);
   };
 
   useEffect(() => {
@@ -58,11 +61,11 @@ export const BigCodeSetting = observer(() => {
 
       <h2 className="jp-ai-ChatSettings-header">Hotkey for continue writing</h2>
       <TextField
-        label="Huggingface Access Token"
+        label="Hotkey for continue writing"
         value={GlobalStore.shortcutStr}
         fullWidth
         type="text"
-        onKeyDown={setHotKey}
+        onKeyDown={setHotKeyWrapper}
       />
     </Box>
   );
diff --git a/packages/jupyter-ai/src/contexts/continue-writing-context.ts b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
index e0c966792..b2781b7ad 100644
--- a/packages/jupyter-ai/src/contexts/continue-writing-context.ts
+++ b/packages/jupyter-ai/src/contexts/continue-writing-context.ts
@@ -8,6 +8,11 @@ class GlobalStore {
 
   constructor() {
     makeObservable(this);
+    // 设置初始值从localStorage
+    const storedShortcutStr = localStorage.getItem('shortcutStr');
+    if (storedShortcutStr) {
+      this.shortcutStr = storedShortcutStr;
+    }
   }
 
   @action

From cbcee9f26a72536f9c38d8ebb099a9c8fa0d5936 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Fri, 25 Aug 2023 04:18:51 -0700
Subject: [PATCH 33/50] add examples

---
 examples/sklearn_digits.ipynb                 | 83 +++++++++++++++++++
 .../src/bigcode/bigcode-continue-writing.ts   |  4 +-
 packages/jupyter-ai/src/keydown-handler.ts    | 29 +++++--
 .../jupyter-ai/src/utils/bigcode-request.ts   | 11 ++-
 4 files changed, 116 insertions(+), 11 deletions(-)
 create mode 100644 examples/sklearn_digits.ipynb

diff --git a/examples/sklearn_digits.ipynb b/examples/sklearn_digits.ipynb
new file mode 100644
index 000000000..2c98ae4dd
--- /dev/null
+++ b/examples/sklearn_digits.ipynb
@@ -0,0 +1,83 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "dcbb2940-4d47-45ac-923a-f80eed1d26f5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# load Digits Dataset from sklearn\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f3a60c45-244b-49f2-8527-519c5a2557a6",
+   "metadata": {},
+   "source": [
+    "Print to show there are 1797 images (8 by 8 images for a dimensionality of 64)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0c159867-a499-4181-9713-d2558f1a258d",
+   "metadata": {},
+   "source": [
+    "Print to show there are 1797 labels (integers from 0–9)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e216707c-1ea7-446a-ac69-cd013e76b5f2",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fe688a3e-29cb-464d-9eef-7e17ce4b9dee",
+   "metadata": {},
+   "source": [
+    "Showing the Images and the Labels (Digits Dataset)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f2f5505f-32b1-4e22-8878-39f20e71335d",
+   "metadata": {},
+   "source": [
+    "This section is really just to show what the images and labels look like. It usually helps to visualize your data to see what you are working with."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4328fb40-b40c-4fde-8ef4-6a5b38c5dd10",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
index c3f6e9dab..cecff3282 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
@@ -93,8 +93,8 @@ export const continueWriting = (
       console.debug('continueWriting() => state is success, result: ', result);
       requestSuccess(app, view, result);
     })
-    .catch(err => {
-      console.error(err);
+    .catch(async err => {
+      console.error(await err);
       requestFailed(view);
     });
 
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index 61044303b..3ada61256 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -15,6 +15,7 @@ import {
 } from './bigcode/bigcode-continue-writing';
 import { parseKeyboardEventToShortcut } from './utils/keyboard';
 import GlobalStore from './contexts/continue-writing-context';
+import { CodeEditor } from '@jupyterlab/codeeditor';
 
 // 创建一个软引用集合存放 editor
 const mountedEditors = new WeakSet<CodeMirrorEditor>();
@@ -29,6 +30,11 @@ const mountExtension = (
     return;
   }
 
+  // editor 还没有正常的完成初始化
+  if (!('editor' in editor)) {
+    return;
+  }
+
   const view = editor.editor as EditorView;
   const tr = view.state.update({
     effects: StateEffect.appendConfig.of(extension)
@@ -38,6 +44,20 @@ const mountExtension = (
   mountedEditors.add(editor);
 };
 
+// 在新增单元格时，editor 可能没有被实例化，所以我们需将挂载事件放在异步队列最低端，以用来保证 editor 实例化完成
+const mountEditorWithDelay = (
+  editor: CodeEditor.IEditor | null,
+  extension: Extension
+) => {
+  if (editor && editor instanceof CodeMirrorEditor) {
+    const waitCellInitTimer = setTimeout(() => {
+      const codeMirrorEditor = editor as CodeMirrorEditor;
+      mountExtension(codeMirrorEditor, extension);
+      clearTimeout(waitCellInitTimer);
+    }, 0);
+  }
+};
+
 const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
   return Prec.highest(
     keymap.of([
@@ -87,7 +107,7 @@ const init = (app: JupyterFrontEnd) => {
       const firstCell = content.activeCell;
       if (firstCell) {
         const firstCellEditor = firstCell.editor as CodeMirrorEditor;
-        mountExtension(firstCellEditor, extension);
+        mountEditorWithDelay(firstCellEditor, extension);
       }
 
       // 监听选中的 cell 发生变化时
@@ -96,12 +116,7 @@ const init = (app: JupyterFrontEnd) => {
           return;
         }
 
-        // 在新增单元格时，editor 可能没有被实例化，所以我们需将挂载事件放在异步队列最低端，以用来保证 editor 实例化完成
-        const waitCellInitTimer = setTimeout(() => {
-          const editor = cell.editor as CodeMirrorEditor;
-          mountExtension(editor, extension);
-          clearTimeout(waitCellInitTimer);
-        }, 0);
+        mountEditorWithDelay(cell.editor, extension);
       });
     }
   });
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index 8fb21d1ff..5cd7d1678 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -64,8 +64,15 @@ export const sendToBigCode = async (
     body: JSON.stringify(bodyData)
   });
 
-  const data = (await response).json();
-  return data;
+  const responseResult = await response;
+  // Check if response status code is in the range 200-299
+  if (!responseResult.ok) {
+    return new Promise((resolve, reject) => {
+      reject(responseResult.json());
+    });
+  }
+
+  return responseResult.json();
 };
 
 export const processCompletionResult = (

From c4ce981dca5e89e89726bfb626d284ec35ee282e Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Fri, 25 Aug 2023 04:21:53 -0700
Subject: [PATCH 34/50] =?UTF-8?q?=1B[200~Fixed=20a=20hint=20error~?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 packages/jupyter-ai/src/components/bigcode-settings.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/packages/jupyter-ai/src/components/bigcode-settings.tsx b/packages/jupyter-ai/src/components/bigcode-settings.tsx
index 8d497c96f..fefaf7773 100644
--- a/packages/jupyter-ai/src/components/bigcode-settings.tsx
+++ b/packages/jupyter-ai/src/components/bigcode-settings.tsx
@@ -61,7 +61,7 @@ export const BigCodeSetting = observer(() => {
 
       <h2 className="jp-ai-ChatSettings-header">Hotkey for continue writing</h2>
       <TextField
-        label="Hotkey for continue writing"
+        label="Please press the hotkey you need"
         value={GlobalStore.shortcutStr}
         fullWidth
         type="text"

From 95942cf4a11e9407f7b1403f6879f40ba8d9fa78 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 27 Aug 2023 22:09:21 +0800
Subject: [PATCH 35/50] Replace 'continue writing' with 'code complement'

---
 ...-writing.ts => bigcode-code-complement.ts} |  6 +++---
 .../src/components/bigcode-settings.tsx       |  2 +-
 ...g-context.ts => code-cmplement-context.ts} |  0
 packages/jupyter-ai/src/index.ts              |  6 +++---
 packages/jupyter-ai/src/keydown-handler.ts    | 19 ++++++++++---------
 .../jupyter-ai/src/utils/bigcode-request.ts   |  2 +-
 .../src/widgets/bigcode-sidebar.tsx           |  4 ++--
 7 files changed, 20 insertions(+), 19 deletions(-)
 rename packages/jupyter-ai/src/bigcode/{bigcode-continue-writing.ts => bigcode-code-complement.ts} (95%)
 rename packages/jupyter-ai/src/contexts/{continue-writing-context.ts => code-cmplement-context.ts} (100%)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts b/packages/jupyter-ai/src/bigcode/bigcode-code-complement.ts
similarity index 95%
rename from packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
rename to packages/jupyter-ai/src/bigcode/bigcode-code-complement.ts
index cecff3282..b51ae5128 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-code-complement.ts
@@ -19,7 +19,7 @@ import {
 } from '../utils/animation';
 import { ICell } from '../types/cell';
 
-import GlobalStore from '../contexts/continue-writing-context';
+import GlobalStore from '../contexts/code-cmplement-context';
 
 const requestState = {
   loading: false,
@@ -62,7 +62,7 @@ const requestFailed = (view: EditorView) => {
   requestState.loading = false;
 };
 
-export const continueWriting = (
+export const codeComplement = (
   app: JupyterFrontEnd,
   view: EditorView
 ): boolean => {
@@ -86,7 +86,7 @@ export const continueWriting = (
   GlobalStore.setCodeOnRequest(context[context.length - 1].content);
   const prompt = constructContinuationPrompt(context);
 
-  console.debug('continueWriting() => prompt: ', prompt);
+  console.debug('codeComplement() => prompt: ', prompt);
 
   sendToBigCode(prompt)
     .then(result => {
diff --git a/packages/jupyter-ai/src/components/bigcode-settings.tsx b/packages/jupyter-ai/src/components/bigcode-settings.tsx
index fefaf7773..515302d01 100644
--- a/packages/jupyter-ai/src/components/bigcode-settings.tsx
+++ b/packages/jupyter-ai/src/components/bigcode-settings.tsx
@@ -1,7 +1,7 @@
 // import React, { useEffect } from 'react';
 import React, { useEffect } from 'react';
 import { Box, TextField } from '@mui/material';
-import GlobalStore from '../contexts/continue-writing-context';
+import GlobalStore from '../contexts/code-cmplement-context';
 import { observer } from 'mobx-react-lite';
 import { parseKeyboardEventToShortcut } from '../utils/keyboard';
 
diff --git a/packages/jupyter-ai/src/contexts/continue-writing-context.ts b/packages/jupyter-ai/src/contexts/code-cmplement-context.ts
similarity index 100%
rename from packages/jupyter-ai/src/contexts/continue-writing-context.ts
rename to packages/jupyter-ai/src/contexts/code-cmplement-context.ts
diff --git a/packages/jupyter-ai/src/index.ts b/packages/jupyter-ai/src/index.ts
index aba2d8c70..91de5d293 100644
--- a/packages/jupyter-ai/src/index.ts
+++ b/packages/jupyter-ai/src/index.ts
@@ -13,7 +13,7 @@ import { buildBigcodeSidebar } from './widgets/bigcode-sidebar';
 import { SelectionWatcher } from './selection-watcher';
 import { ChatHandler } from './chat_handler';
 import { buildErrorWidget } from './widgets/chat-error';
-import { keyDownHandle } from './keydown-handler';
+import { codeComplementkeyDownHandle } from './keydown-handler';
 
 export type DocumentTracker = IWidgetTracker<IDocumentWidget>;
 
@@ -59,7 +59,7 @@ const plugin: JupyterFrontEndPlugin<void> = {
     /**
      * Initialize keydown handler
      */
-    keyDownHandle(app);
+    codeComplementkeyDownHandle(app);
 
     /**
      * Add Chat widget to right sidebar
@@ -73,7 +73,7 @@ const plugin: JupyterFrontEndPlugin<void> = {
 
     if (restorer) {
       restorer.add(chatWidget, 'jupyter-ai-chat');
-      restorer.add(bigcodeWidget, 'bigcode-continuation');
+      restorer.add(bigcodeWidget, 'bigcode-code-complement');
     }
   }
 };
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index 3ada61256..507954f42 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -7,15 +7,16 @@ import { StateEffect } from '@codemirror/state';
 import { Notebook } from '@jupyterlab/notebook';
 import { NotebookPanel } from '@jupyterlab/notebook';
 import { Extension } from '@codemirror/state';
+import { CodeEditor } from '@jupyterlab/codeeditor';
+
 import { getContent } from './utils/instance';
 import {
-  continueWriting,
+  codeComplement,
   removeColor,
   handleAnyKeyPress
-} from './bigcode/bigcode-continue-writing';
+} from './bigcode/bigcode-code-complement';
 import { parseKeyboardEventToShortcut } from './utils/keyboard';
-import GlobalStore from './contexts/continue-writing-context';
-import { CodeEditor } from '@jupyterlab/codeeditor';
+import GlobalStore from './contexts/code-cmplement-context';
 
 // 创建一个软引用集合存放 editor
 const mountedEditors = new WeakSet<CodeMirrorEditor>();
@@ -67,10 +68,8 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
           console.debug('keyboard press: ', parsedShortcut);
 
           if (parsedShortcut === GlobalStore.shortcutStr) {
-            console.debug(
-              'keyboard press: continueWriting function is Running'
-            );
-            return continueWriting(app, view);
+            console.debug('keyboard press: codeComplement function is Running');
+            return codeComplement(app, view);
           }
 
           if (event.code === 'Enter') {
@@ -122,7 +121,9 @@ const init = (app: JupyterFrontEnd) => {
   });
 };
 
-export const keyDownHandle = async (app: JupyterFrontEnd): Promise<void> => {
+export const codeComplementkeyDownHandle = async (
+  app: JupyterFrontEnd
+): Promise<void> => {
   // 等待 notebook 完成初始化
   await app.start();
   init(app);
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index 5cd7d1678..350a31470 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -1,4 +1,4 @@
-import GlobalStore from '../contexts/continue-writing-context';
+import GlobalStore from '../contexts/code-cmplement-context';
 import { ICell } from '../types/cell';
 
 const getPromptForCell = (cell: ICell): string => {
diff --git a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
index bf379f7dd..1f1f78c55 100644
--- a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
+++ b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
@@ -10,8 +10,8 @@ export function buildBigcodeSidebar(): ReactWidget {
     </div>
   );
 
-  BigCodeWidget.id = 'jupyter-ai::bigcode';
+  BigCodeWidget.id = 'jupyter-ai::bigcode-code-complement';
   BigCodeWidget.title.icon = chatIcon;
-  BigCodeWidget.title.caption = 'bigcode continuation';
+  BigCodeWidget.title.caption = 'bigcode code complement';
   return BigCodeWidget;
 }

From 044006648a5964641ee3a1ef80bb7930ad033bbb Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 27 Aug 2023 23:32:48 +0800
Subject: [PATCH 36/50] Replace 'Add a part function docstring

---
 ...mplement.ts => bigcode-code-completion.ts} | 74 +++++++++++++++----
 .../src/components/bigcode-settings.tsx       | 17 ++---
 ...xt.ts => code-completion-context-store.ts} | 29 ++++++--
 packages/jupyter-ai/src/index.ts              |  6 +-
 packages/jupyter-ai/src/keydown-handler.ts    | 54 +++++++++-----
 packages/jupyter-ai/src/utils/animation.ts    | 26 ++++++-
 .../jupyter-ai/src/utils/bigcode-request.ts   | 30 +++++++-
 packages/jupyter-ai/src/utils/context.ts      | 20 +++--
 packages/jupyter-ai/src/utils/instance.ts     |  2 +-
 .../src/widgets/bigcode-sidebar.tsx           |  4 +-
 10 files changed, 201 insertions(+), 61 deletions(-)
 rename packages/jupyter-ai/src/bigcode/{bigcode-code-complement.ts => bigcode-code-completion.ts} (53%)
 rename packages/jupyter-ai/src/contexts/{code-cmplement-context.ts => code-completion-context-store.ts} (51%)

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-code-complement.ts b/packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts
similarity index 53%
rename from packages/jupyter-ai/src/bigcode/bigcode-code-complement.ts
rename to packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts
index b51ae5128..f076226e8 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-code-complement.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts
@@ -19,22 +19,38 @@ import {
 } from '../utils/animation';
 import { ICell } from '../types/cell';
 
-import GlobalStore from '../contexts/code-cmplement-context';
+import CodeCompletionContextstore from '../contexts/code-completion-context-store';
 
+/**
+ * An object to track the state of the request and the visibility of the result.
+ * @property {boolean} loading - Indicates if a request is currently being made.
+ * @property {boolean} viewResult - Indicates if the result of a request is currently being displayed.
+ */
 const requestState = {
   loading: false,
   viewResult: false
 };
 
+/**
+ * Checks if the provided context is empty or not.
+ * @param {ICell[]} context - An array of cells representing the context.
+ * @returns {boolean} Returns true if the context is empty or undefined, otherwise false.
+ */
 const isContextEmpty = (context: ICell[]): boolean => {
   if (!context || context.length === 0) {
-    return true; // 如果context为空或未定义，我们认为它是空的
+    return true; // If the context is empty or undefined, we assume that the user did not write code
   }
 
   const combinedContent = context.reduce((acc, cell) => acc + cell.content, '');
   return combinedContent.trim() === '';
 };
 
+/**
+ * Handles the success response of the code completion request.
+ * @param {JupyterFrontEnd} app - The JupyterFrontEnd application instance.
+ * @param {EditorView} view - The editor view instance.
+ * @param {{ generated_text: string }[]} result - The result array containing generated text.
+ */
 const requestSuccess = (
   app: JupyterFrontEnd,
   view: EditorView,
@@ -45,24 +61,38 @@ const requestSuccess = (
 
   if (resultCode === '') {
     requestState.viewResult = false;
-    GlobalStore.setCodeOnRequest('');
+    CodeCompletionContextstore.setCodeOnRequest('');
   } else {
-    insertAndHighlightCode(app, GlobalStore.codeOnRequest, resultCode);
+    insertAndHighlightCode(
+      app,
+      CodeCompletionContextstore.codeOnRequest,
+      resultCode
+    );
   }
 
   updateAnimation(view, 'success');
   requestState.loading = false;
 };
 
+/**
+ * Handles the failure of the code completion request.
+ * @param {EditorView} view - The editor view instance.
+ */
 const requestFailed = (view: EditorView) => {
-  GlobalStore.setCodeOnRequest('');
+  CodeCompletionContextstore.setCodeOnRequest('');
 
   updateAnimation(view, 'failed');
   requestState.viewResult = false;
   requestState.loading = false;
 };
 
-export const codeComplement = (
+/**
+ * Initiates code completion based on the provided context.
+ * @param {JupyterFrontEnd} app - The JupyterFrontEnd application instance.
+ * @param {EditorView} view - The editor view instance.
+ * @returns {boolean} Indicates whether the function completed successfully.
+ */
+export const codeCompletion = (
   app: JupyterFrontEnd,
   view: EditorView
 ): boolean => {
@@ -83,10 +113,12 @@ export const codeComplement = (
   requestState.loading = true;
   removeLoadingAnimation(view);
   addLoadingAnimation(view);
-  GlobalStore.setCodeOnRequest(context[context.length - 1].content);
+  CodeCompletionContextstore.setCodeOnRequest(
+    context[context.length - 1].content
+  );
   const prompt = constructContinuationPrompt(context);
 
-  console.debug('codeComplement() => prompt: ', prompt);
+  console.debug('codeCompletion() => prompt: ', prompt);
 
   sendToBigCode(prompt)
     .then(result => {
@@ -101,8 +133,16 @@ export const codeComplement = (
   return true;
 };
 
+/**
+ * Removes custom colors from the text in the editor.
+ * @param {EditorView} view - The editor view instance.
+ * @returns {boolean} Indicates whether the function completed successfully.
+ */
 export const removeColor = (view: EditorView): boolean => {
-  if (GlobalStore.codeOnRequest === '' && !requestState.viewResult) {
+  if (
+    CodeCompletionContextstore.codeOnRequest === '' &&
+    !requestState.viewResult
+  ) {
     console.debug(
       'removeColor() => No request is running or no continuation code is showing'
     );
@@ -111,25 +151,33 @@ export const removeColor = (view: EditorView): boolean => {
 
   requestState.viewResult = false;
   removeTextStatus(view);
-  GlobalStore.setCodeOnRequest('');
+  CodeCompletionContextstore.setCodeOnRequest('');
   moveCursorToEnd(view);
   console.debug('removeColor() => remove code customize color');
   return true;
 };
 
+/**
+ * Handles any keypress events when a request is loading or a result is being displayed.
+ * @param {EditorView} view - The editor view instance.
+ * @returns {boolean} Indicates whether the function completed successfully.
+ */
 export const handleAnyKeyPress = (view: EditorView): boolean => {
   if (requestState.loading) {
     console.debug('handleAnyKeyPress() => request is loading');
     return true;
   }
 
-  if (GlobalStore.codeOnRequest !== '' || requestState.viewResult) {
+  if (
+    CodeCompletionContextstore.codeOnRequest !== '' ||
+    requestState.viewResult
+  ) {
     console.debug(
       'handleAnyKeyPress() => code for the user to cancel the display'
     );
     removeTextStatus(view);
-    replaceText(view, GlobalStore.codeOnRequest);
-    GlobalStore.setCodeOnRequest('');
+    replaceText(view, CodeCompletionContextstore.codeOnRequest);
+    CodeCompletionContextstore.setCodeOnRequest('');
     requestState.viewResult = false;
   }
   return false;
diff --git a/packages/jupyter-ai/src/components/bigcode-settings.tsx b/packages/jupyter-ai/src/components/bigcode-settings.tsx
index 515302d01..d03ecb549 100644
--- a/packages/jupyter-ai/src/components/bigcode-settings.tsx
+++ b/packages/jupyter-ai/src/components/bigcode-settings.tsx
@@ -1,33 +1,32 @@
 // import React, { useEffect } from 'react';
 import React, { useEffect } from 'react';
 import { Box, TextField } from '@mui/material';
-import GlobalStore from '../contexts/code-cmplement-context';
+import CodeCompletionContextstore from '../contexts/code-completion-context-store';
 import { observer } from 'mobx-react-lite';
 import { parseKeyboardEventToShortcut } from '../utils/keyboard';
 
 export const BigCodeSetting = observer(() => {
-  const { bigcodeUrl } = GlobalStore;
-  const { accessToken } = GlobalStore;
+  const { bigcodeUrl } = CodeCompletionContextstore;
+  const { accessToken } = CodeCompletionContextstore;
 
   const setBigcodeUrlWrapper = (value: string) => {
-    GlobalStore.setBigcodeUrl(value);
+    CodeCompletionContextstore.setBigcodeUrl(value);
   };
 
   const setAccessTokenWrapper = (value: string) => {
-    GlobalStore.setAccessToken(value);
+    CodeCompletionContextstore.setAccessToken(value);
     console.debug('setAccessToken()');
   };
 
   const setHotKeyWrapper = (event: React.KeyboardEvent<HTMLInputElement>) => {
     event.preventDefault();
     const shortcutStr = parseKeyboardEventToShortcut(event);
-    GlobalStore.setShortcutStr(shortcutStr);
-    localStorage.setItem('shortcutStr', shortcutStr);
+    CodeCompletionContextstore.setShortcutStr(shortcutStr);
     console.debug('setHotKey() => The current hotkey is ', shortcutStr);
   };
 
   useEffect(() => {
-    GlobalStore.setBigcodeUrl(
+    CodeCompletionContextstore.setBigcodeUrl(
       'https://api-inference.huggingface.co/models/bigcode/starcoderbase/'
     );
   }, []);
@@ -62,7 +61,7 @@ export const BigCodeSetting = observer(() => {
       <h2 className="jp-ai-ChatSettings-header">Hotkey for continue writing</h2>
       <TextField
         label="Please press the hotkey you need"
-        value={GlobalStore.shortcutStr}
+        value={CodeCompletionContextstore.shortcutStr}
         fullWidth
         type="text"
         onKeyDown={setHotKeyWrapper}
diff --git a/packages/jupyter-ai/src/contexts/code-cmplement-context.ts b/packages/jupyter-ai/src/contexts/code-completion-context-store.ts
similarity index 51%
rename from packages/jupyter-ai/src/contexts/code-cmplement-context.ts
rename to packages/jupyter-ai/src/contexts/code-completion-context-store.ts
index b2781b7ad..0cb84666b 100644
--- a/packages/jupyter-ai/src/contexts/code-cmplement-context.ts
+++ b/packages/jupyter-ai/src/contexts/code-completion-context-store.ts
@@ -1,14 +1,30 @@
 import { makeObservable, observable, action } from 'mobx';
 
-class GlobalStore {
+class CodeCompletionContextstore {
+  /**
+   * Observable huggingface token for authentication purposes.
+   */
   @observable accessToken = '';
+
+  /**
+   * Observable URL for the BigCode service.
+   */
   @observable bigcodeUrl = '';
+
+  /**
+   * Observable state for the code being requested for completion.
+   */
   @observable codeOnRequest = '';
+
+  /**
+   * Observable string representing the shortcut key combination for triggering code completion.
+   * Default is set to 'Ctrl + Space'.
+   */
   @observable shortcutStr = 'Ctrl + Space';
 
   constructor() {
     makeObservable(this);
-    // 设置初始值从localStorage
+
     const storedShortcutStr = localStorage.getItem('shortcutStr');
     if (storedShortcutStr) {
       this.shortcutStr = storedShortcutStr;
@@ -31,10 +47,11 @@ class GlobalStore {
   }
 
   @action
-  setShortcutStr(keyDownStr: string): void {
-    this.shortcutStr = keyDownStr;
+  setShortcutStr(shortcutStr: string): void {
+    localStorage.setItem('shortcutStr', shortcutStr);
+    this.shortcutStr = shortcutStr;
   }
 }
 
-export default new GlobalStore();
-export type IGlobalStore = GlobalStore;
+export default new CodeCompletionContextstore();
+export type IGlobalStore = CodeCompletionContextstore;
diff --git a/packages/jupyter-ai/src/index.ts b/packages/jupyter-ai/src/index.ts
index 91de5d293..a5962981a 100644
--- a/packages/jupyter-ai/src/index.ts
+++ b/packages/jupyter-ai/src/index.ts
@@ -13,7 +13,7 @@ import { buildBigcodeSidebar } from './widgets/bigcode-sidebar';
 import { SelectionWatcher } from './selection-watcher';
 import { ChatHandler } from './chat_handler';
 import { buildErrorWidget } from './widgets/chat-error';
-import { codeComplementkeyDownHandle } from './keydown-handler';
+import { handleCodeCompletionKeyDown } from './keydown-handler';
 
 export type DocumentTracker = IWidgetTracker<IDocumentWidget>;
 
@@ -59,7 +59,7 @@ const plugin: JupyterFrontEndPlugin<void> = {
     /**
      * Initialize keydown handler
      */
-    codeComplementkeyDownHandle(app);
+    handleCodeCompletionKeyDown(app);
 
     /**
      * Add Chat widget to right sidebar
@@ -73,7 +73,7 @@ const plugin: JupyterFrontEndPlugin<void> = {
 
     if (restorer) {
       restorer.add(chatWidget, 'jupyter-ai-chat');
-      restorer.add(bigcodeWidget, 'bigcode-code-complement');
+      restorer.add(bigcodeWidget, 'bigcode-code-completion');
     }
   }
 };
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index 507954f42..97c236ed9 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -11,22 +11,26 @@ import { CodeEditor } from '@jupyterlab/codeeditor';
 
 import { getContent } from './utils/instance';
 import {
-  codeComplement,
+  codeCompletion,
   removeColor,
   handleAnyKeyPress
-} from './bigcode/bigcode-code-complement';
+} from './bigcode/bigcode-code-completion';
 import { parseKeyboardEventToShortcut } from './utils/keyboard';
-import GlobalStore from './contexts/code-cmplement-context';
+import GlobalStore from './contexts/code-completion-context-store';
 
-// 创建一个软引用集合存放 editor
+// Create a weak reference set to store the editor
 const mountedEditors = new WeakSet<CodeMirrorEditor>();
 
-// 挂载"键盘按下 extension"到 editor 实例中
+/**
+ * Mounts a given extension to the editor instance.
+ * @param {CodeMirrorEditor} editor - The editor instance.
+ * @param {Extension} extension - The extension to be mounted.
+ */
 const mountExtension = (
   editor: CodeMirrorEditor,
   extension: Extension
 ): void => {
-  // 如果 editor 已经被处理过
+  // If the editor has already been processed
   if (mountedEditors.has(editor)) {
     return;
   }
@@ -45,7 +49,11 @@ const mountExtension = (
   mountedEditors.add(editor);
 };
 
-// 在新增单元格时，editor 可能没有被实例化，所以我们需将挂载事件放在异步队列最低端，以用来保证 editor 实例化完成
+/**
+ * Mounts the editor with a delay to ensure its instantiation is complete.
+ * @param {CodeEditor.IEditor | null} editor - The editor instance, might be null.
+ * @param {Extension} extension - The extension to be mounted.
+ */
 const mountEditorWithDelay = (
   editor: CodeEditor.IEditor | null,
   extension: Extension
@@ -59,6 +67,7 @@ const mountEditorWithDelay = (
   }
 };
 
+/// Generates a keydown extension for handling various keypress events.
 const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
   return Prec.highest(
     keymap.of([
@@ -68,8 +77,8 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
           console.debug('keyboard press: ', parsedShortcut);
 
           if (parsedShortcut === GlobalStore.shortcutStr) {
-            console.debug('keyboard press: codeComplement function is Running');
-            return codeComplement(app, view);
+            console.debug('keyboard press: codeCompletion function is Running');
+            return codeCompletion(app, view);
           }
 
           if (event.code === 'Enter') {
@@ -84,14 +93,19 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
   );
 };
 
-const init = (app: JupyterFrontEnd) => {
+/**
+ * Initializes keydown event handlers for the JupyterFrontEnd application.
+ * This function sets up listeners for changes in the current widget and mounts the editor accordingly.
+ * @param {JupyterFrontEnd} app - The JupyterFrontEnd application instance.
+ */
+const initializeKeyDownHandlers = (app: JupyterFrontEnd) => {
   if (!(app.shell instanceof LabShell)) {
     throw 'Shell is not an instance of LabShell. Jupyter AI does not currently support custom shells.';
   }
 
   const extension = generateKeyDownExtension(app);
 
-  // 监听当前的 weiget 发生变化时
+  // Listen for changes in the current weiget
   app.shell.currentChanged.connect(async (sender, args) => {
     const currentWidget = args.newValue;
     if (!currentWidget || !(currentWidget instanceof NotebookPanel)) {
@@ -102,14 +116,14 @@ const init = (app: JupyterFrontEnd) => {
     const content = getContent(currentWidget);
 
     if (content instanceof Notebook) {
-      // 优先挂载加载 notebook 时默认选中的 Cell。在"content.activeCellChanged.connect"中，默认选中的 Cell 的 editor 为空
+      // Prioritize the cell selected by default when loading the notebook. In "content.activeCellChanged.connect", the editor of the cell selected by default is empty
       const firstCell = content.activeCell;
       if (firstCell) {
         const firstCellEditor = firstCell.editor as CodeMirrorEditor;
         mountEditorWithDelay(firstCellEditor, extension);
       }
 
-      // 监听选中的 cell 发生变化时
+      // When the selected cell changes
       content.activeCellChanged.connect(async (sender, cell) => {
         if (!cell) {
           return;
@@ -121,11 +135,17 @@ const init = (app: JupyterFrontEnd) => {
   });
 };
 
-export const codeComplementkeyDownHandle = async (
+/**
+ * The main function to handle code completion on keydown events.
+ * It initializes the keydown handlers after ensuring that the notebook is fully loaded.
+ * @param {JupyterFrontEnd} app - The JupyterFrontEnd application instance.
+ * @returns {Promise<void>}
+ */
+export const handleCodeCompletionKeyDown = async (
   app: JupyterFrontEnd
 ): Promise<void> => {
-  // 等待 notebook 完成初始化
+  // Wait for the notebook to finish initializing
   await app.start();
-  init(app);
-  console.log('keyDownHandle is start...');
+  initializeKeyDownHandlers(app);
+  console.log('handleCodeCompletionKeyDown is start...');
 };
diff --git a/packages/jupyter-ai/src/utils/animation.ts b/packages/jupyter-ai/src/utils/animation.ts
index 9ecff376a..03f29b3d4 100644
--- a/packages/jupyter-ai/src/utils/animation.ts
+++ b/packages/jupyter-ai/src/utils/animation.ts
@@ -1,8 +1,11 @@
 import { EditorView } from '@codemirror/view';
+
 /**
- * 添加旋转圆环加载动画到EditorView（codemirror 的 dom）左侧。
+ * Adds a rotating circle loading animation to the left side of the EditorView's DOM.
+ * Removes any existing loading animations before adding a new one.
  *
- * @param view - ProseMirror的EditorView实例。
+ * @param {EditorView} view - The instance of ProseMirror's EditorView.
+ * @returns {HTMLElement | null} The created circle animation element or null if the target div is not found.
  */
 export function addLoadingAnimation(view: EditorView): HTMLElement | null {
   removeLoadingAnimation(view);
@@ -21,6 +24,13 @@ export function addLoadingAnimation(view: EditorView): HTMLElement | null {
   return circle;
 }
 
+/**
+ * Updates the animation state to either 'success' or 'failed'.
+ * If a loading circle doesn't exist, it will be created.
+ *
+ * @param {EditorView} view - The instance of ProseMirror's EditorView.
+ * @param {('success' | 'failed')} state - The new state for the animation.
+ */
 export function updateAnimation(
   view: EditorView,
   state: 'success' | 'failed'
@@ -36,17 +46,29 @@ export function updateAnimation(
     circle?.classList.add('circle-failed');
   }
 
+  // It will disappear automatically after 1.5s
   setTimeout(() => {
     removeLoadingAnimation(view);
   }, 1500);
 }
 
+/**
+ * Retrieves the loading circle from the closest cell of the given view.
+ *
+ * @param {EditorView} view - The instance of ProseMirror's EditorView.
+ * @returns {HTMLElement | null | undefined} The loading circle element or null/undefined if not found.
+ */
 function getLoadingCircle(view: EditorView): HTMLElement | null | undefined {
   return view.dom
     .closest('.jp-Cell')
     ?.querySelector('.circle-loading-animation');
 }
 
+/**
+ * Removes all loading/success/failed animations from the closest cell of the given view.
+ *
+ * @param {EditorView} view - The instance of ProseMirror's EditorView.
+ */
 export const removeLoadingAnimation = (view: EditorView): void => {
   const circles = view.dom
     .closest('.jp-Cell')
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index 350a31470..ef06a4df2 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -1,6 +1,13 @@
-import GlobalStore from '../contexts/code-cmplement-context';
+import GlobalStore from '../contexts/code-completion-context-store';
 import { ICell } from '../types/cell';
 
+/**
+ * Generates the appropriate prompt string based on the cell type.
+ * The cell type can be either 'code' or 'markdown'.
+ *
+ * @param {ICell} cell - The cell object which includes the type and content.
+ * @returns {string} The generated prompt string for the cell.
+ */
 const getPromptForCell = (cell: ICell): string => {
   let cellPrompt = '';
   switch (cell.type) {
@@ -14,6 +21,13 @@ const getPromptForCell = (cell: ICell): string => {
   return cellPrompt + cell.content;
 };
 
+/**
+ * Constructs a continuation prompt based on the provided context.
+ * It concatenates the prompts for all the cells in the context.
+ *
+ * @param {ICell[] | null} context - An array of cells representing the context.
+ * @returns {string | null} The constructed continuation prompt or null if context is empty.
+ */
 export const constructContinuationPrompt = (
   context: ICell[] | null
 ): string | null => {
@@ -26,6 +40,13 @@ export const constructContinuationPrompt = (
   return prompt;
 };
 
+/**
+ * Sends the given prompt to the BigCode service for code completion.
+ * It requires the BigCode service URL and the Huggingface Access Token to be set in the GlobalStore.
+ *
+ * @param {string | null} prompt - The prompt string to be sent for code completion.
+ * @returns {Promise<{ generated_text: string }[]>} A promise that resolves with the generated text or rejects with an error.
+ */
 export const sendToBigCode = async (
   prompt: string | null
 ): Promise<{ generated_text: string }[]> => {
@@ -75,6 +96,13 @@ export const sendToBigCode = async (
   return responseResult.json();
 };
 
+/**
+ * Processes the result received from the BigCode service.
+ * It extracts the generated text from the result and removes any placeholder strings.
+ *
+ * @param {{ generated_text: string }[]} result - The result array containing generated text.
+ * @returns {string} The processed generated text.
+ */
 export const processCompletionResult = (
   result: { generated_text: string }[]
 ): string => {
diff --git a/packages/jupyter-ai/src/utils/context.ts b/packages/jupyter-ai/src/utils/context.ts
index c9cfdb00a..5456614a3 100644
--- a/packages/jupyter-ai/src/utils/context.ts
+++ b/packages/jupyter-ai/src/utils/context.ts
@@ -2,10 +2,16 @@ import { JupyterFrontEnd } from '@jupyterlab/application';
 import { CodeEditor } from '@jupyterlab/codeeditor';
 import { DocumentWidget } from '@jupyterlab/docregistry';
 import { Notebook } from '@jupyterlab/notebook';
-import { getTextByEditor, getContent, getEditorByWidget } from './instance';
-import { ICell, ICellType } from '../types/cell';
 import { CodeCell, MarkdownCell } from '@jupyterlab/cells';
 
+import { ICell, ICellType } from '../types/cell';
+
+import {
+  getTextByEditor,
+  getSpecificWidget,
+  getEditorByWidget
+} from './instance';
+
 export const splitString = (input: string): string[] => {
   // Split by newline, but ignore escaped newlines
   return input.split(/(?<!\\)\n/).map(part => part.replace('\\\\n', '\\n'));
@@ -18,7 +24,7 @@ export const getCellCode = (app: JupyterFrontEnd): string | null => {
     return null;
   }
 
-  const content = getContent(currentWidget);
+  const content = getSpecificWidget(currentWidget);
   const editor = getEditorByWidget(content);
 
   if (editor) {
@@ -57,7 +63,7 @@ export const getCellTextByApp = (app: JupyterFrontEnd): string[] | null => {
     return null;
   }
 
-  const content = getContent(currentWidget);
+  const content = getSpecificWidget(currentWidget);
   const editor = getEditorByWidget(content);
 
   if (editor) {
@@ -75,13 +81,13 @@ export const getAllCellTextByPosition = (
     return null;
   }
 
-  const content = getContent(currentWidget);
+  const content = getSpecificWidget(currentWidget);
   if (content instanceof Notebook) {
     const allCellBase: ICell[] = [];
     const widgets = content.widgets;
     const activeCellIndex = content.activeCellIndex;
 
-    // 遍历到当前单元格
+    // traverse to the current cell
     for (let index = 0; index <= activeCellIndex; index++) {
       const widget = widgets[index];
       const cellType: ICellType =
@@ -93,7 +99,7 @@ export const getAllCellTextByPosition = (
 
       const editor = widget.editor;
       if (editor) {
-        // 如果是当前的单元格
+        // If the current cell
         if (index === activeCellIndex) {
           const cellLines = getCellTextByBeforePointer(editor);
           allCellBase.push({
diff --git a/packages/jupyter-ai/src/utils/instance.ts b/packages/jupyter-ai/src/utils/instance.ts
index b261639da..93eacb4f2 100644
--- a/packages/jupyter-ai/src/utils/instance.ts
+++ b/packages/jupyter-ai/src/utils/instance.ts
@@ -3,7 +3,7 @@ import { Widget } from '@lumino/widgets';
 import { CodeEditor } from '@jupyterlab/codeeditor';
 import { Notebook } from '@jupyterlab/notebook';
 
-export const getContent = (widget: DocumentWidget): Widget => {
+export const getSpecificWidget = (widget: DocumentWidget): Widget => {
   const { content } = widget;
   return content;
 };
diff --git a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
index 1f1f78c55..5b0b5c966 100644
--- a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
+++ b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
@@ -10,8 +10,8 @@ export function buildBigcodeSidebar(): ReactWidget {
     </div>
   );
 
-  BigCodeWidget.id = 'jupyter-ai::bigcode-code-complement';
+  BigCodeWidget.id = 'jupyter-ai::bigcode-code-Completion';
   BigCodeWidget.title.icon = chatIcon;
-  BigCodeWidget.title.caption = 'bigcode code complement';
+  BigCodeWidget.title.caption = 'bigcode code Completion';
   return BigCodeWidget;
 }

From 77e46e3d47c8b1ab390c379cfd81d49261afb671 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Mon, 28 Aug 2023 09:03:05 +0800
Subject: [PATCH 37/50] add docstring

---
 bigcode-zh.md                                 | 15 ++---
 .../src/bigcode/bigcode-code-completion.ts    | 24 ++++----
 packages/jupyter-ai/src/keydown-handler.ts    |  4 +-
 .../jupyter-ai/src/utils/bigcode-request.ts   |  8 +--
 .../src/utils/{context.ts => cell-context.ts} | 60 +++++++++++++++----
 .../jupyter-ai/src/utils/cell-modification.ts | 60 +++++++++++++++++--
 packages/jupyter-ai/src/utils/instance.ts     | 18 ++++--
 packages/jupyter-ai/src/utils/keyboard.ts     |  9 +++
 8 files changed, 149 insertions(+), 49 deletions(-)
 rename packages/jupyter-ai/src/utils/{context.ts => cell-context.ts} (61%)

diff --git a/bigcode-zh.md b/bigcode-zh.md
index 45d37e96a..3fd52a325 100644
--- a/bigcode-zh.md
+++ b/bigcode-zh.md
@@ -11,18 +11,18 @@
 packages/jupyter-ai
 ├── src  # Source code root
 │   ├── bigcode  # Bigcode related functionality
-│   │   └── bigcode-continue-writing.ts  # Code continuation logic
+│   │   └── bigcode-code-completion.ts  # Code continuation logic
 │   ├── components  # UI components
 │   │   └── bigcode-settings.tsx  # Settings related to bigcode
 |   ├── types
 |   |   └── cell.ts # Used to call the cell structure in the link
 │   ├── contexts
-│   │   └── continue-writing-context.ts  # Context for the continue writing feature
+│   │   └── code-completion-context-store.ts  # Context for the continue writing feature
 │   ├── keydown-handler.ts  # Global keydown handlers
 │   ├── utils  # Utility functions for bigcode feature
 │   │   ├── bigcode-request.ts  # Bigcode API requests
 │   │   ├── cell-modification.ts  # Cell modification
-│   │   ├── context.ts  # Cell context
+│   │   ├── cell-context.ts  # Cell context
 │   │   ├── instance.ts  # Instance related utilities
 │   │   └── keyboard.ts # Tool method to monitor the keyboard
 │   └── widgets 
@@ -31,26 +31,21 @@ packages/jupyter-ai
 ```
 
 ## Develop and preview
-推荐 python 使用 venv 来运行，node 使用 nvm
-推荐版本：
-- python: 3.10.12
-- node: 18.17.0
 
 ### install
 ```shell
 ./scripts/install.sh
 ```
 
-
 ### run
 ```shell
 npm run dev
 
-# 如果想要在修改代码时编译，将下述指令和以上指令一起运行
+# If you want to compile when you modify the code, run the following command with the above command
 npm run watch
 ```
 ### debug 
-在F12(开发者工具)中将日志级别中所有的选项都勾选上
+Check all the options in the log level in F12 (Developer Tools)
 ![](./docs/source/_static/debug-levels.jpg)
 
 
diff --git a/packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts b/packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts
index f076226e8..899e18895 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts
@@ -1,6 +1,6 @@
 import { JupyterFrontEnd } from '@jupyterlab/application';
 import { EditorView } from '@codemirror/view';
-import { getAllCellTextByPosition } from '../utils/context';
+import { getTextInActiveCellUpToCursor } from '../utils/cell-context';
 import {
   sendToBigCode,
   processCompletionResult,
@@ -19,7 +19,7 @@ import {
 } from '../utils/animation';
 import { ICell } from '../types/cell';
 
-import CodeCompletionContextstore from '../contexts/code-completion-context-store';
+import CodeCompletionContextStore from '../contexts/code-completion-context-store';
 
 /**
  * An object to track the state of the request and the visibility of the result.
@@ -61,11 +61,11 @@ const requestSuccess = (
 
   if (resultCode === '') {
     requestState.viewResult = false;
-    CodeCompletionContextstore.setCodeOnRequest('');
+    CodeCompletionContextStore.setCodeOnRequest('');
   } else {
     insertAndHighlightCode(
       app,
-      CodeCompletionContextstore.codeOnRequest,
+      CodeCompletionContextStore.codeOnRequest,
       resultCode
     );
   }
@@ -79,7 +79,7 @@ const requestSuccess = (
  * @param {EditorView} view - The editor view instance.
  */
 const requestFailed = (view: EditorView) => {
-  CodeCompletionContextstore.setCodeOnRequest('');
+  CodeCompletionContextStore.setCodeOnRequest('');
 
   updateAnimation(view, 'failed');
   requestState.viewResult = false;
@@ -96,7 +96,7 @@ export const codeCompletion = (
   app: JupyterFrontEnd,
   view: EditorView
 ): boolean => {
-  const context = getAllCellTextByPosition(app);
+  const context = getTextInActiveCellUpToCursor(app);
   if (!context || isContextEmpty(context)) {
     updateAnimation(view, 'failed');
     console.error('continueWriting() => context is null');
@@ -113,7 +113,7 @@ export const codeCompletion = (
   requestState.loading = true;
   removeLoadingAnimation(view);
   addLoadingAnimation(view);
-  CodeCompletionContextstore.setCodeOnRequest(
+  CodeCompletionContextStore.setCodeOnRequest(
     context[context.length - 1].content
   );
   const prompt = constructContinuationPrompt(context);
@@ -140,7 +140,7 @@ export const codeCompletion = (
  */
 export const removeColor = (view: EditorView): boolean => {
   if (
-    CodeCompletionContextstore.codeOnRequest === '' &&
+    CodeCompletionContextStore.codeOnRequest === '' &&
     !requestState.viewResult
   ) {
     console.debug(
@@ -151,7 +151,7 @@ export const removeColor = (view: EditorView): boolean => {
 
   requestState.viewResult = false;
   removeTextStatus(view);
-  CodeCompletionContextstore.setCodeOnRequest('');
+  CodeCompletionContextStore.setCodeOnRequest('');
   moveCursorToEnd(view);
   console.debug('removeColor() => remove code customize color');
   return true;
@@ -169,15 +169,15 @@ export const handleAnyKeyPress = (view: EditorView): boolean => {
   }
 
   if (
-    CodeCompletionContextstore.codeOnRequest !== '' ||
+    CodeCompletionContextStore.codeOnRequest !== '' ||
     requestState.viewResult
   ) {
     console.debug(
       'handleAnyKeyPress() => code for the user to cancel the display'
     );
     removeTextStatus(view);
-    replaceText(view, CodeCompletionContextstore.codeOnRequest);
-    CodeCompletionContextstore.setCodeOnRequest('');
+    replaceText(view, CodeCompletionContextStore.codeOnRequest);
+    CodeCompletionContextStore.setCodeOnRequest('');
     requestState.viewResult = false;
   }
   return false;
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index 97c236ed9..ea891f189 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -9,7 +9,7 @@ import { NotebookPanel } from '@jupyterlab/notebook';
 import { Extension } from '@codemirror/state';
 import { CodeEditor } from '@jupyterlab/codeeditor';
 
-import { getContent } from './utils/instance';
+import { getSpecificWidget } from './utils/instance';
 import {
   codeCompletion,
   removeColor,
@@ -113,7 +113,7 @@ const initializeKeyDownHandlers = (app: JupyterFrontEnd) => {
     }
 
     await currentWidget.context.ready;
-    const content = getContent(currentWidget);
+    const content = getSpecificWidget(currentWidget);
 
     if (content instanceof Notebook) {
       // Prioritize the cell selected by default when loading the notebook. In "content.activeCellChanged.connect", the editor of the cell selected by default is empty
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index ef06a4df2..dee03cdce 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -1,4 +1,4 @@
-import GlobalStore from '../contexts/code-completion-context-store';
+import CodeCompletionContextStore from '../contexts/code-completion-context-store';
 import { ICell } from '../types/cell';
 
 /**
@@ -42,7 +42,7 @@ export const constructContinuationPrompt = (
 
 /**
  * Sends the given prompt to the BigCode service for code completion.
- * It requires the BigCode service URL and the Huggingface Access Token to be set in the GlobalStore.
+ * It requires the BigCode service URL and the Huggingface Access Token to be set in the CodeCompletionContextStore.
  *
  * @param {string | null} prompt - The prompt string to be sent for code completion.
  * @returns {Promise<{ generated_text: string }[]>} A promise that resolves with the generated text or rejects with an error.
@@ -50,8 +50,8 @@ export const constructContinuationPrompt = (
 export const sendToBigCode = async (
   prompt: string | null
 ): Promise<{ generated_text: string }[]> => {
-  const { bigcodeUrl } = GlobalStore;
-  const { accessToken } = GlobalStore;
+  const { bigcodeUrl } = CodeCompletionContextStore;
+  const { accessToken } = CodeCompletionContextStore;
 
   if (!bigcodeUrl || !accessToken) {
     alert('BigCode service URL or Huggingface Access Token not set.');
diff --git a/packages/jupyter-ai/src/utils/context.ts b/packages/jupyter-ai/src/utils/cell-context.ts
similarity index 61%
rename from packages/jupyter-ai/src/utils/context.ts
rename to packages/jupyter-ai/src/utils/cell-context.ts
index 5456614a3..c2353dedc 100644
--- a/packages/jupyter-ai/src/utils/context.ts
+++ b/packages/jupyter-ai/src/utils/cell-context.ts
@@ -6,17 +6,35 @@ import { CodeCell, MarkdownCell } from '@jupyterlab/cells';
 
 import { ICell, ICellType } from '../types/cell';
 
-import {
-  getTextByEditor,
-  getSpecificWidget,
-  getEditorByWidget
-} from './instance';
+import { getSpecificWidget, getEditorByWidget } from './instance';
+
+/**
+ * Get the text from the current editor.
+ *
+ * @param {CodeEditor.IEditor} editor - The editor instance.
+ * @returns {string} - The text data of the current cell.
+ */
+export const getTextByEditor = (editor: CodeEditor.IEditor): string => {
+  return editor.model.sharedModel.getSource();
+};
 
+/**
+ * Splits a string into lines, accounting for escaped newlines.
+ *
+ * @param {string} input - The string to split.
+ * @returns {string[]} - An array of split lines.
+ */
 export const splitString = (input: string): string[] => {
   // Split by newline, but ignore escaped newlines
   return input.split(/(?<!\\)\n/).map(part => part.replace('\\\\n', '\\n'));
 };
 
+/**
+ * Retrieves the code of the current cell in the Jupyter environment.
+ *
+ * @param {JupyterFrontEnd} app - The JupyterFrontEnd application instance.
+ * @returns {string | null} - The code from the current cell or null if not available.
+ */
 export const getCellCode = (app: JupyterFrontEnd): string | null => {
   const currentWidget = app.shell.currentWidget;
 
@@ -34,8 +52,14 @@ export const getCellCode = (app: JupyterFrontEnd): string | null => {
   return null;
 };
 
-const getCellTextByBeforePointer = (editor: CodeEditor.IEditor): string[] => {
-  // Get the cursor position, e.g., {column: 2, line: 1}
+/**
+ * Gets the text from the current editor up to the current cursor position.
+ *
+ * @param {CodeEditor.IEditor} editor - The editor instance.
+ * @returns {string[]} - An array of lines up to the cursor position.
+ */
+const getTextBeforeCursor = (editor: CodeEditor.IEditor): string[] => {
+  // Get the cursor position, e.g. {column: 2, line: 1}
   const position = editor.getCursorPosition();
   const text = getTextByEditor(editor);
   // Split by newline
@@ -56,7 +80,15 @@ const getCellTextByBeforePointer = (editor: CodeEditor.IEditor): string[] => {
   return codeLinesPositionBefore;
 };
 
-export const getCellTextByApp = (app: JupyterFrontEnd): string[] | null => {
+/**
+ * Retrieves the text of the current cell up to the cursor position.
+ *
+ * @param {JupyterFrontEnd} app - The JupyterFrontEnd application instance.
+ * @returns {string[] | null} - An array of lines up to the cursor position or null if not available.
+ */
+export const getTextBeforeCursorFromApp = (
+  app: JupyterFrontEnd
+): string[] | null => {
   const currentWidget = app.shell.currentWidget;
 
   if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
@@ -67,13 +99,19 @@ export const getCellTextByApp = (app: JupyterFrontEnd): string[] | null => {
   const editor = getEditorByWidget(content);
 
   if (editor) {
-    return getCellTextByBeforePointer(editor);
+    return getTextBeforeCursor(editor);
   }
 
   return null;
 };
 
-export const getAllCellTextByPosition = (
+/**
+ * Retrieves all cell content up to the current active cell position.
+ *
+ * @param {JupyterFrontEnd} app - The JupyterFrontEnd application instance.
+ * @returns {ICell[] | null} - An array of ICell objects with their content or null if not available.
+ */
+export const getTextInActiveCellUpToCursor = (
   app: JupyterFrontEnd
 ): ICell[] | null => {
   const currentWidget = app.shell.currentWidget;
@@ -101,7 +139,7 @@ export const getAllCellTextByPosition = (
       if (editor) {
         // If the current cell
         if (index === activeCellIndex) {
-          const cellLines = getCellTextByBeforePointer(editor);
+          const cellLines = getTextBeforeCursor(editor);
           allCellBase.push({
             type: cellType,
             content: cellLines.join('\n')
diff --git a/packages/jupyter-ai/src/utils/cell-modification.ts b/packages/jupyter-ai/src/utils/cell-modification.ts
index 7c6949c19..963ef4052 100644
--- a/packages/jupyter-ai/src/utils/cell-modification.ts
+++ b/packages/jupyter-ai/src/utils/cell-modification.ts
@@ -5,26 +5,40 @@ import { EditorView } from '@codemirror/view';
 import { StateEffect, StateField } from '@codemirror/state';
 import { Decoration, DecorationSet } from '@codemirror/view';
 import { CodeEditor } from '@jupyterlab/codeeditor';
-import { splitString } from './context';
+import { splitString } from './cell-context';
 
+/**
+ * State effect definition for clearing text effects.
+ */
 const clearTextEffectState = StateEffect.define({});
 
+/**
+ * Removes any text status effects from the provided editor view.
+ *
+ * @param {EditorView} view - The EditorView instance where text statuses are to be removed.
+ */
 export function removeTextStatus(view: EditorView): void {
   view.dispatch({
     effects: clearTextEffectState.of(null)
   });
 }
 
-// Create a mark status (meaning we've marked a string, so the class of this string's DOM is "gray-color")
+/**
+ * Decoration definition for marking text with a 'gray-color' CSS class.
+ */
 const grayTextMark = Decoration.mark({ class: 'gray-color' });
 
-// Marked css theme
+/**
+ * Base theme for gray text decorations.
+ */
 const grayTextTheme = EditorView.baseTheme({
   '.gray-color > span': { color: 'gray !important' },
   '.gray-color ': { color: 'gray !important' }
 });
 
-// Container to save the characters and theme we need to change (we need to first calculate which characters are what we need)
+/**
+ * State effect definition for changing the text status over a specified range.
+ */
 const changeRangeTextStatus = StateEffect.define<{ from: number; to: number }>({
   map: ({ from, to }, change) => ({
     from: change.mapPos(from),
@@ -32,7 +46,9 @@ const changeRangeTextStatus = StateEffect.define<{ from: number; to: number }>({
   })
 });
 
-// codemirror's editorView extension
+/**
+ * State field definition for tracking gray text decorations.
+ */
 const grayTextStateField = StateField.define<DecorationSet>({
   create() {
     return Decoration.none;
@@ -55,7 +71,14 @@ const grayTextStateField = StateField.define<DecorationSet>({
   provide: f => EditorView.decorations.from(f)
 });
 
-// Change the specified range of characters in EditorView to gray
+/**
+ * Applies gray text decoration to a specified range within an editor view.
+ *
+ * @param {EditorView} view - The EditorView instance where the decoration is to be applied.
+ * @param {number} start - The start position of the range.
+ * @param {number} end - The end position of the range.
+ * @returns {boolean} Indicates whether the operation was successful.
+ */
 export function applyGrayTextToSelection(
   view: EditorView,
   start: number,
@@ -78,6 +101,12 @@ export function applyGrayTextToSelection(
   return true;
 }
 
+/**
+ * Calculates the line and column position of the cursor based on the provided code string.
+ *
+ * @param {string} code - The code string.
+ * @returns {CodeEditor.IPosition} The calculated position of the cursor.
+ */
 export const calculatePointerPosition = (
   code: string
 ): CodeEditor.IPosition => {
@@ -88,6 +117,14 @@ export const calculatePointerPosition = (
   };
 };
 
+/**
+ * Inserts the new code into the active cell of the Jupyter environment, highlighting the inserted portion.
+ *
+ * @param {JupyterFrontEnd} app - The JupyterFrontEnd application instance.
+ * @param {string} oldCode - The original code string.
+ * @param {string} newCode - The new code string to be appended.
+ * @returns {boolean} Indicates whether the operation was successful.
+ */
 export const insertAndHighlightCode = (
   app: JupyterFrontEnd,
   oldCode: string,
@@ -125,6 +162,11 @@ export const insertAndHighlightCode = (
   return false;
 };
 
+/**
+ * Moves the cursor to the end of the document in the provided editor view.
+ *
+ * @param {EditorView} view - The EditorView instance where the cursor is to be moved.
+ */
 export const moveCursorToEnd = (view: EditorView): void => {
   const endPos = view.state.doc.length; // Get the document's length
   const transaction = view.state.update({
@@ -135,6 +177,12 @@ export const moveCursorToEnd = (view: EditorView): void => {
   view.dispatch(transaction);
 };
 
+/**
+ * Replaces all the text in the provided editor view with the given new text.
+ *
+ * @param {EditorView} view - The EditorView instance where text is to be replaced.
+ * @param {string} newText - The new text to replace the existing content.
+ */
 export const replaceText = (view: EditorView, newText: string): void => {
   // Create a new transaction to replace all text and move the cursor
   const tr = view.state.update({
diff --git a/packages/jupyter-ai/src/utils/instance.ts b/packages/jupyter-ai/src/utils/instance.ts
index 93eacb4f2..476e64379 100644
--- a/packages/jupyter-ai/src/utils/instance.ts
+++ b/packages/jupyter-ai/src/utils/instance.ts
@@ -3,11 +3,25 @@ import { Widget } from '@lumino/widgets';
 import { CodeEditor } from '@jupyterlab/codeeditor';
 import { Notebook } from '@jupyterlab/notebook';
 
+/**
+ * Extracts the content widget from a given DocumentWidget.
+ *
+ * @param {DocumentWidget} widget - The DocumentWidget instance from which the content is to be extracted.
+ * @returns {Widget} - The content of the DocumentWidget.
+ */
 export const getSpecificWidget = (widget: DocumentWidget): Widget => {
   const { content } = widget;
   return content;
 };
 
+/**
+ * Retrieves the editor associated with the provided content widget.
+ *
+ * If the content is an instance of a Notebook, this function will return the editor of the active cell.
+ *
+ * @param {Widget} content - The content widget instance.
+ * @returns {CodeEditor.IEditor | null | undefined} - The associated editor instance, or null/undefined if not found.
+ */
 export const getEditorByWidget = (
   content: Widget
 ): CodeEditor.IEditor | null | undefined => {
@@ -20,7 +34,3 @@ export const getEditorByWidget = (
 
   return editor;
 };
-
-export const getTextByEditor = (editor: CodeEditor.IEditor): string => {
-  return editor.model.sharedModel.getSource();
-};
diff --git a/packages/jupyter-ai/src/utils/keyboard.ts b/packages/jupyter-ai/src/utils/keyboard.ts
index ddcc746ff..2ce08830a 100644
--- a/packages/jupyter-ai/src/utils/keyboard.ts
+++ b/packages/jupyter-ai/src/utils/keyboard.ts
@@ -1,3 +1,12 @@
+/**
+ * Parses a keyboard event to produce a human-readable shortcut string.
+ *
+ * Given a KeyboardEvent, this function generates a string representation of the key combination,
+ * e.g., "Ctrl + Shift + A".
+ *
+ * @param {React.KeyboardEvent<HTMLInputElement> | KeyboardEvent} event - The keyboard event to parse.
+ * @returns {string} - The string representation of the key combination.
+ */
 export const parseKeyboardEventToShortcut = (
   event: React.KeyboardEvent<HTMLInputElement> | KeyboardEvent
 ): string => {

From 771c52aec97e22036bcef82d2eb21f7e87ff9870 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Mon, 28 Aug 2023 14:10:41 +0800
Subject: [PATCH 38/50] update bigcode icon

---
 packages/jupyter-ai/src/icons.ts                    | 6 ++++++
 packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx | 4 ++--
 packages/jupyter-ai/style/icons/bigcode.svg         | 3 +++
 3 files changed, 11 insertions(+), 2 deletions(-)
 create mode 100644 packages/jupyter-ai/style/icons/bigcode.svg

diff --git a/packages/jupyter-ai/src/icons.ts b/packages/jupyter-ai/src/icons.ts
index a510c17a7..f7f3d9038 100644
--- a/packages/jupyter-ai/src/icons.ts
+++ b/packages/jupyter-ai/src/icons.ts
@@ -4,6 +4,7 @@ import { LabIcon } from '@jupyterlab/ui-components';
 
 import chatSvgStr from '../style/icons/chat.svg';
 import jupyternautSvg from '../style/icons/jupyternaut.svg';
+import bigcodeSvg from '../style/icons/bigcode.svg';
 
 export const chatIcon = new LabIcon({
   name: 'jupyter-ai::chat',
@@ -15,4 +16,9 @@ export const jupyternautIcon = new LabIcon({
   svgstr: jupyternautSvg
 });
 
+export const bigCodeIcon = new LabIcon({
+  name: 'jupyter-ai::code-completion-settings',
+  svgstr: bigcodeSvg
+});
+
 export const Jupyternaut = jupyternautIcon.react;
diff --git a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
index 5b0b5c966..5f1a3689e 100644
--- a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
+++ b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
@@ -1,7 +1,7 @@
 import React from 'react';
 import { ReactWidget } from '@jupyterlab/apputils';
 import { BigCodeSetting } from '../components/bigcode-settings';
-import { chatIcon } from '../icons';
+import { bigCodeIcon } from '../icons';
 
 export function buildBigcodeSidebar(): ReactWidget {
   const BigCodeWidget = ReactWidget.create(
@@ -11,7 +11,7 @@ export function buildBigcodeSidebar(): ReactWidget {
   );
 
   BigCodeWidget.id = 'jupyter-ai::bigcode-code-Completion';
-  BigCodeWidget.title.icon = chatIcon;
+  BigCodeWidget.title.icon = bigCodeIcon;
   BigCodeWidget.title.caption = 'bigcode code Completion';
   return BigCodeWidget;
 }
diff --git a/packages/jupyter-ai/style/icons/bigcode.svg b/packages/jupyter-ai/style/icons/bigcode.svg
new file mode 100644
index 000000000..e3b4692d6
--- /dev/null
+++ b/packages/jupyter-ai/style/icons/bigcode.svg
@@ -0,0 +1,3 @@
+<svg xmlns="http://www.w3.org/2000/svg" version="1.0" viewBox="0 0 2083 2083">
+  <path fill="#616161" d="m816 1-2 1c-2-1-20 6-20 8h-2l-1 1-1 2h-1l-1 1-5 4-2 2-2 3-2 2-2 2-6 7-5 7c-4 4-5 6-9 13-2 4-3 6-4 5h-1c1 1 0 3-2 5l-2 4-2 4-1 3-1 1v2l-2 2-1 3-1 2-2 2v3l-2 3-1 2v2l-1 1-2 2-1 3-1 2v1l-2 2v3l-1 1-1 1v3l-1 1v1l-1 1-1 1c1 2 0 5-1 5l-1 1-2 7-1 4-1 1-1 3-2 3v1l-1 4-2 7-1 3-5 13-2 5v3l-1 3-1 4c-3 6-4 12-4 13l-1 2-1 3v2l-1 2-1 3-1 5-2 8-2 8v3l-1 1v4l-1 2c-1-1-1 0-1 1v7l-2 6v2l-1 7-1 4-1 3-2 15c-1 1-1 1 0 0l1 2-1 7-3 21v11a207 207 0 0 1-2 31v15l-1 3v2a136 136 0 0 1 0 33v19l1 2v2l-1 15v20c-1 1-1 1 0 0l1 1c-2 2-2 6-1 7v2l1 2h-1l-1 5 1 6 1 2-1 9-1 6v7l-1 4-2 7c-2 2-3 3-6 3l-6-1-5-1c-4 0-9-2-7-3l-1-1h-2l-1-1h-1l-1-1a67 67 0 0 1-19-5l-7-2-6-1-2-1h-2l-2-1h-1l-2-1h-6l-1-2h-4l-5-1c-2-2-9-3-9-2h-1c-1-1-2-2-3-1l-1-1-1-1a263 263 0 0 0-9-1l-2-1-3-1-2-1h-3l-2-1h-4l-4-1-5-1-3-1c-1-1-1-1 0 0h-3l-2-1h-2l-4-1-4-1-3-1h-4l-3-1-2-1-8-1h-7l-1-1-2-1h-14l-2-1h-7l-6-1h-2c-1 1-1 1 0 0h-18a49 49 0 0 1-15-1h-63c-1-1-1-1 0 0h-4a119 119 0 0 0-30 0h-57l-5 1h-21l-9 1-9 1-3-1h-1c1 1 0 1-8 1l-2 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2-1 2l-1 2-4 8v1c2-1 1 1-4 6v2l-1 2v1c-1 1-3 3-3 5l-2 3-1 1v2l-3 5-2 3-1 1c1 1 0 2-1 3l-3 6-4 6v2l-1 1-1 1v1l-1 1c1 1-1 5-2 5l-1 2-2 2-1 2c1 1 0 3-1 4-2 1-3 3-2 4l-1 3-6 11-5 9-2 4-2 4-1 1-2 5-1 4-1 1-3 7-2 2-1 3-2 1-1 2v3l-2 3-3 6-1 2-1 1-1 1v3l-1 1-1 3-1 1-2 4-2 3-2 4-2 5-2 5-1 1-3 5-2 4v2l-1 2-4 6-2 5-1 2-1 2-1 3-2 3-1 1-1 1v1l-1 2-2 4c-1 1-2 3-1 4l-1 1-2 2-4 8-3 8-1 2-2 3-1 3-4 6-2 5-1 3v1l-2 3-3 4-1 1-4 8-1 3-1 2c-1 1-6 10-5 11l-1 1c-1-1-2 0-2 1l-2 6-3 5-2 4-2 3-2 4-5 5-3 6-4 6-2 3c-3 2-8 6-7 7l-2 1h-1c0 1-6 3-8 2v-1h-1c-2 0-7-1-9-4l-3-1-2-1-1-3-1 1-3-2-5-4-1-1c-1 1-9-8-9-9v-1l-1-3-1-3c-1 0-1-14 1-17v-3l1-3v-1l2-5 3-7 1-3 1-1 1-2c-1 0-1-1 5-12l3-7 1-2v-1l1-2 2-2 1-2v-1l1-1 1-4c0-2 0-2 1-1s1 1 1-1l1-1 1-3 2-4 1-3 3-4 1-3 1-1 1-2 2-4 2-6 2-4c1 0 2-1 1-2l1-1c1 1 1 0 1-1l2-3 1-4 2-3v-1l1-1 2-3 1-4 2-4 4-6 2-5 1-1 1-1c-1-1 1-5 2-5l1-3c0-1 0-2 1-1l1-2 3-6 3-7h1l1-1 2-6 3-7 4-6 2-5 1-2c1 0 3-5 2-6l1-1 1-1c1-2 1-3 2-2l1-1 1-2v-2l-1-1h2l1-2 1-4 8-15 2-3c2-1 3-4 3-6l3-4 1-2 1-3 2-3 1-3 2-3c0-2 2-6 3-5l1-1c-1-1 1-6 2-6l1-1c-1-1 2-6 5-12l2-3 1-3 1-2 2-3 1-4 1-1c1 0 4-6 3-7l1-1 1-1 1-3c1 0 2-1 1-2l1-3 2-3 2-3 2-3 2-6 2-6 1-1c1 1 2-2 2-3l1-3c3-3 5-8 5-10s0-2 1-1h1c0-3 4-12 5-12v-1l2-2v-3l1-1c1 1 7-12 7-15l1-1 1-1v-2c2 0 2-1 3-4l1-3 3-5 3-6 2-2v-3l1-3 2-3 2-4 1-1 1-2 2-4 1-1v-2l4-7 3-4h1v-3l1-3 2-3v-2l1-2 2-3 1-2 3-6 2-4c2-1 3-3 2-3l1-1v-2l1-2 3-3 3-6 1-3 1-1v-1l1-1 1-1 1-1v-2l1-1 1-1v-2l1-1 2-3 2-3 1-2 2-3 2-3 3-4c-1-1 11-12 15-14l3-2 2-1 2-1 8-4 1-1h6zM745 916l3 1 2 2 5 4 3 4 2 2 2 4 1 2 2 3v1l1 4-1 4-1 1h1c1 0 1 1-1 2v2l-6 11-1 1-3 7-1 2-7 10-1 1-4 4-3 5-1 1-3 4-2 1-9 8a169 169 0 0 1-35 27l-4 3c-2 2-4 2-5 2l-1 2-1 1-3 1-4 2c-2 0-8 3-9 5l-7 4c-6 4-10 8-9 10v3l1 1 1 1 1 1 2 2c-1 1 12 13 12 12l1 1 1 1 3 3c1 2 3 3 5 2v2l1 1c1-1 2 0 4 2l3 3 2 2 2 1 2 1 1 1 3 2h2l1 1 9 6 1 1 1 1 3 2 3 2h1l1 1 3 1c3 3 8 5 8 4l1 1c-1 1 1 2 3 2l5 2 6 3 5 1c6 2 17 0 17-4l2-3c2-1 2-1 5 2l2 3h-1l1 3 1 1c1-1 1 0 2 20l-1 12v4l-1 4-1 2-1 4v3l-2 5-3 8-2 4-2 3-2 2-1 1c1 1-4 7-6 7l-1 1c1 1 0 2-1 2h-5c-2 1-5 0-7-1l-6-1-17-7-8-4-1-1-3-2-4-2-1-1-4-2-3-2h-2l-2-2-3-1-6-4-5-3-2-1-2-2-1-1-5-2c-1-2-4-3-6-4l-5-3-6-5-6-4-2-1-3-2c0-1-1-2-2-1l-4-3c-1-2-4-3-6-4l-3-3c-1-1-1-2-2-1l-2-2-1-1-7-4-4-2c-1-1-2-1-1-2l-2-2c-2 0-7-4-11-8l-2-2-5-3-3-3-4-3-6-5-2-2-1-1-2-1-2-1-1-1v-1l-2-3-2-1-2-2-3-3-2-1-2-1-1-1v-2l-2-1-3-5-3-4-1-1-2-2-1-3c-2-3-2-11 0-13l3-5 2-3 1-1 3-4 1-2 1-2 2-1 2-2 4-4 2-4 1-1h1l3-2 2-3 5-5h1l1-1h1v-1l1-2c1 1 8-4 9-6l1-2c1 0 4-1 7-4l9-6 1-1 1-1 1-1 1-1h1l3-2 2-1 5-3 5-4 1-1 6-3 7-4 2-2 4-3 6-4 11-7 3-2 3-2 2-2 1-1 2-1h1l3-2 4-3 4-2 4-2c0-1 1-2 3-2 1-1 2-1 1-2l1-1h3l5-3 9-6 7-3 3-2h1l1-1v-1h3l1-1 3-2 4-1 5-2 2-2 3-1c1 1 3 0 4-1s2-1 3 1l2 1zm599 0c1 1 1 1 0 0l1-1 3 1v1h3l2 1c-1 2 0 2 2 1l4 2h2l2 1 1 1 3 2 3 1h1l5 3 5 3 1 1 3 2h2v-1l1 2 2 1c0-1 2 0 3 2l3 2 5 3 4 2v1l2 1h3l-1 1h-1l3 1h1c-1 1 4 4 6 4l1 1 2 1 2 2h1l4 3 4 3c0-1 2 0 3 2l3 2c2 0 3 0 3 2l2 2h2l1 1 2 1 3 2 2 2 5 2 2 2c0 1 3 3 4 2l1 1 1 1 14 8 6 4 5 2 5 2 2 2h1l1 1 1 1h2l6 4h3l4 2 6 2 4 2 3 1 4 1h19l2 1c2 1 5 7 5 9v5l-1 1 1 1c1 1 1 1-1 5l-1 3-1 2-1 1-1 3v3l-3 3v3l-1 2s-2 1-2 3l-1 3-2 2-4 6-3 5-2 3-1 1-3 4-5 6-3 4-1 1c-1-1-2 2-2 3l-1 1-3 2-3 3-2 2-3 4-5 4a235 235 0 0 1-30 25l-8 6-4 3-6 4c-1 2-4 3-5 3l-4 4-4 2s-3 1-2 2l-1 1c-1 0-5 2-6 4l-3 1-3 2-1 1-3 1-3 2-4 3-3 2h-1l-4 3-5 2-3 2c-2 0-4 2-5 3s-1 1 0 0l-1-1-1 2-1 1c-1-1-6 1-6 2l-1 1h-1l-2 1-6 2-11 3c-1 0-2 0-1 1h-3l-1 1h-1l-1 1-5 1h-9l-5 1-3 1h-5l-6-3c-4-1-14-10-12-10v-1c-2-1-5-6-5-8l-1-2v-5c0-6 2-13 4-13l1-1 1-1 1-2c0-1 12-13 15-14l3-4 4-2 2-3 1-1 4-2 4-3v-1l1-1c1 1 4-1 4-2l2-2 3-2 1-1 2-1 3-2 3-2 2-2 4-3 4-3 2-1c1-1 1-1 0 0 0 1 3-1 9-7l4-2 2-2 1-1 4-3 3-2 14-11 2-2 3-2c1-2 3-3 3-2l1-1 3-4c5-4 6-7 3-8l-2-3h-1v-1l-1-2-8-5-7-6-1-1-1-1-4-3-7-5-1-1-1-1-3-2-3-2-2-1-2-1-2-2c-1-1-1-2-2-1l-2-1-2-2-4-2-5-4-2-2-7-5-7-7h-2l-1-1c0-2-3-3-4-3v-1l-1-1-2-2-3-3-2-2-2-3-4-3-3-4-2-3-2-2-2-3-1-1-1-1-2-3-2-2-1-2v-3l-2-2-2-5-1-4v-15l4-8 1-1c0-2 3-5 5-5v-2h3c-1-2 0-3 3-2l1-1h15z"/>
+</svg>

From 2e8c611fd1bd2ce215ba4c496ab609f527f4f2dc Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 3 Sep 2023 11:29:46 +0800
Subject: [PATCH 39/50] add 'Enable code completion' function

---
 .../src/components/bigcode-settings.tsx       | 72 ++++++++++++-------
 .../contexts/code-completion-context-store.ts | 30 +++++++-
 packages/jupyter-ai/src/keydown-handler.ts    |  4 ++
 .../src/widgets/bigcode-sidebar.tsx           |  2 +-
 packages/jupyter-ai/style/animation.css       | 14 ++++
 5 files changed, 93 insertions(+), 29 deletions(-)

diff --git a/packages/jupyter-ai/src/components/bigcode-settings.tsx b/packages/jupyter-ai/src/components/bigcode-settings.tsx
index d03ecb549..e054d0280 100644
--- a/packages/jupyter-ai/src/components/bigcode-settings.tsx
+++ b/packages/jupyter-ai/src/components/bigcode-settings.tsx
@@ -4,6 +4,7 @@ import { Box, TextField } from '@mui/material';
 import CodeCompletionContextstore from '../contexts/code-completion-context-store';
 import { observer } from 'mobx-react-lite';
 import { parseKeyboardEventToShortcut } from '../utils/keyboard';
+import Switch from '@mui/material/Switch';
 
 export const BigCodeSetting = observer(() => {
   const { bigcodeUrl } = CodeCompletionContextstore;
@@ -25,6 +26,10 @@ export const BigCodeSetting = observer(() => {
     console.debug('setHotKey() => The current hotkey is ', shortcutStr);
   };
 
+  const toggleCodeCompletionWrapper = () => {
+    CodeCompletionContextstore.toggleCodeCompletion();
+  };
+
   useEffect(() => {
     CodeCompletionContextstore.setBigcodeUrl(
       'https://api-inference.huggingface.co/models/bigcode/starcoderbase/'
@@ -40,32 +45,47 @@ export const BigCodeSetting = observer(() => {
         overflowY: 'auto'
       }}
     >
-      <h2 className="jp-ai-ChatSettings-header">Bigcode service url</h2>
-      <TextField
-        label="Bigcode service url"
-        value={bigcodeUrl}
-        fullWidth
-        type="text"
-        onChange={e => setBigcodeUrlWrapper(e.target.value)}
-      />
-
-      <h2 className="jp-ai-ChatSettings-header">Huggingface Access Token</h2>
-      <TextField
-        label="Huggingface Access Token"
-        value={accessToken}
-        fullWidth
-        type="password"
-        onChange={e => setAccessTokenWrapper(e.target.value)}
-      />
-
-      <h2 className="jp-ai-ChatSettings-header">Hotkey for continue writing</h2>
-      <TextField
-        label="Please press the hotkey you need"
-        value={CodeCompletionContextstore.shortcutStr}
-        fullWidth
-        type="text"
-        onKeyDown={setHotKeyWrapper}
-      />
+      <h2 className="jp-ai-ChatSettings-header">
+        Enable code completion
+        <Switch
+          checked={CodeCompletionContextstore.enableCodeCompletion}
+          onChange={toggleCodeCompletionWrapper}
+        />
+      </h2>
+      <div
+        className={
+          CodeCompletionContextstore.enableCodeCompletion
+            ? 'code-completion-setting-entered'
+            : 'code-completion-setting-exiting'
+        }
+      >
+        <h2 className="jp-ai-ChatSettings-header">Bigcode service url</h2>
+        <TextField
+          label="Bigcode service url"
+          value={bigcodeUrl}
+          fullWidth
+          type="text"
+          onChange={e => setBigcodeUrlWrapper(e.target.value)}
+        />
+        <h2 className="jp-ai-ChatSettings-header">Huggingface Access Token</h2>
+        <TextField
+          label="Huggingface Access Token"
+          value={accessToken}
+          fullWidth
+          type="password"
+          onChange={e => setAccessTokenWrapper(e.target.value)}
+        />
+        <h2 className="jp-ai-ChatSettings-header">
+          Hotkey for continue writing
+        </h2>
+        <TextField
+          label="Please press the hotkey you need"
+          value={CodeCompletionContextstore.shortcutStr}
+          fullWidth
+          type="text"
+          onKeyDown={setHotKeyWrapper}
+        />
+      </div>
     </Box>
   );
 });
diff --git a/packages/jupyter-ai/src/contexts/code-completion-context-store.ts b/packages/jupyter-ai/src/contexts/code-completion-context-store.ts
index 0cb84666b..56fe4202a 100644
--- a/packages/jupyter-ai/src/contexts/code-completion-context-store.ts
+++ b/packages/jupyter-ai/src/contexts/code-completion-context-store.ts
@@ -1,6 +1,11 @@
 import { makeObservable, observable, action } from 'mobx';
 
 class CodeCompletionContextstore {
+  /**
+   * Whether to enable code completion function.
+   */
+  @observable enableCodeCompletion = false;
+
   /**
    * Observable huggingface token for authentication purposes.
    */
@@ -25,10 +30,19 @@ class CodeCompletionContextstore {
   constructor() {
     makeObservable(this);
 
-    const storedShortcutStr = localStorage.getItem('shortcutStr');
+    const storedShortcutStr = localStorage.getItem(
+      '@jupyterlab-ai/CodeCompletionState:ShortcutStr'
+    );
     if (storedShortcutStr) {
       this.shortcutStr = storedShortcutStr;
     }
+
+    const enableCodeCompletion = localStorage.getItem(
+      '@jupyterlab-ai/CodeCompletionState:EnableCodeCompletion'
+    );
+    if (enableCodeCompletion) {
+      this.enableCodeCompletion = Boolean(Number(enableCodeCompletion));
+    }
   }
 
   @action
@@ -41,6 +55,15 @@ class CodeCompletionContextstore {
     this.bigcodeUrl = url;
   }
 
+  @action
+  toggleCodeCompletion(): void {
+    this.enableCodeCompletion = !this.enableCodeCompletion;
+    localStorage.setItem(
+      '@jupyterlab-ai/CodeCompletionState:EnableCodeCompletion',
+      `${+this.enableCodeCompletion}`
+    );
+  }
+
   @action
   setCodeOnRequest(code: string): void {
     this.codeOnRequest = code;
@@ -48,7 +71,10 @@ class CodeCompletionContextstore {
 
   @action
   setShortcutStr(shortcutStr: string): void {
-    localStorage.setItem('shortcutStr', shortcutStr);
+    localStorage.setItem(
+      '@jupyterlab-ai/CodeCompletionState:ShortcutStr',
+      shortcutStr
+    );
     this.shortcutStr = shortcutStr;
   }
 }
diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index ea891f189..c1128bcf2 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -73,6 +73,10 @@ const generateKeyDownExtension = (app: JupyterFrontEnd): Extension => {
     keymap.of([
       {
         any: (view: EditorView, event: KeyboardEvent) => {
+          if (!GlobalStore.enableCodeCompletion) {
+            return false;
+          }
+
           const parsedShortcut = parseKeyboardEventToShortcut(event);
           console.debug('keyboard press: ', parsedShortcut);
 
diff --git a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
index 5f1a3689e..7a926e8b6 100644
--- a/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
+++ b/packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx
@@ -10,7 +10,7 @@ export function buildBigcodeSidebar(): ReactWidget {
     </div>
   );
 
-  BigCodeWidget.id = 'jupyter-ai::bigcode-code-Completion';
+  BigCodeWidget.id = 'jupyter-ai::bigcode-code-completion';
   BigCodeWidget.title.icon = bigCodeIcon;
   BigCodeWidget.title.caption = 'bigcode code Completion';
   return BigCodeWidget;
diff --git a/packages/jupyter-ai/style/animation.css b/packages/jupyter-ai/style/animation.css
index da1d51d94..da847a975 100644
--- a/packages/jupyter-ai/style/animation.css
+++ b/packages/jupyter-ai/style/animation.css
@@ -29,4 +29,18 @@
 @keyframes fadeInOut {
     0% { opacity: 1; }
     100% { opacity: 0; }
+}
+
+.code-completion-setting-entering,
+.code-completion-setting-exiting,
+.code-completion-setting-exited {
+    opacity: 0;
+    transform: translateY(20px);
+    transition: opacity 300ms, transform 300ms;
+}
+
+.code-completion-setting-entered {
+    opacity: 1;
+    transform: translateY(0);
+    transition: opacity 300ms, transform 300ms;
 }
\ No newline at end of file

From d17070f4e809d20b6560c27b90d01d95ffe7db81 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 3 Sep 2023 11:35:52 +0800
Subject: [PATCH 40/50] Improve some docstring

---
 packages/jupyter-ai/src/keydown-handler.ts | 2 +-
 packages/jupyter-ai/src/types/cell.ts      | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index c1128bcf2..51ec22d4d 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -35,7 +35,7 @@ const mountExtension = (
     return;
   }
 
-  // editor 还没有正常的完成初始化
+  // It is possible that the editor has not been initialized normally
   if (!('editor' in editor)) {
     return;
   }
diff --git a/packages/jupyter-ai/src/types/cell.ts b/packages/jupyter-ai/src/types/cell.ts
index bc69c0c83..165da2ef0 100644
--- a/packages/jupyter-ai/src/types/cell.ts
+++ b/packages/jupyter-ai/src/types/cell.ts
@@ -1,5 +1,6 @@
 export type ICellType = null | 'markdown' | 'code';
 
+// This cell is used as logic for code completion
 export interface ICell {
   content: string;
   type: ICellType;

From 1db503c982224b1bc30f4cc843388cf9e906fbdb Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 3 Sep 2023 15:59:43 +0800
Subject: [PATCH 41/50] add token limit

---
 .../src/bigcode/bigcode-code-completion.ts    |  12 +-
 .../src/components/bigcode-settings.tsx       |  62 ++++++++-
 .../contexts/code-completion-context-store.ts |  64 +++++++---
 packages/jupyter-ai/src/types/cell.ts         |   2 +-
 .../jupyter-ai/src/utils/bigcode-request.ts   |  27 +++-
 packages/jupyter-ai/src/utils/cell-context.ts | 120 ++++++++++++------
 packages/jupyter-ai/style/base.css            |   3 +-
 packages/jupyter-ai/style/bigcode-setting.css |   8 ++
 packages/jupyter-ai/tsconfig.json             |   2 +-
 9 files changed, 228 insertions(+), 72 deletions(-)
 create mode 100644 packages/jupyter-ai/style/bigcode-setting.css

diff --git a/packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts b/packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts
index 899e18895..a7f42be80 100644
--- a/packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts
+++ b/packages/jupyter-ai/src/bigcode/bigcode-code-completion.ts
@@ -1,6 +1,6 @@
 import { JupyterFrontEnd } from '@jupyterlab/application';
 import { EditorView } from '@codemirror/view';
-import { getTextInActiveCellUpToCursor } from '../utils/cell-context';
+import { getNotebookContentUntilCursor } from '../utils/cell-context';
 import {
   sendToBigCode,
   processCompletionResult,
@@ -96,7 +96,8 @@ export const codeCompletion = (
   app: JupyterFrontEnd,
   view: EditorView
 ): boolean => {
-  const context = getTextInActiveCellUpToCursor(app);
+  const context = getNotebookContentUntilCursor(app);
+
   if (!context || isContextEmpty(context)) {
     updateAnimation(view, 'failed');
     console.error('continueWriting() => context is null');
@@ -116,11 +117,14 @@ export const codeCompletion = (
   CodeCompletionContextStore.setCodeOnRequest(
     context[context.length - 1].content
   );
-  const prompt = constructContinuationPrompt(context);
+  const prompt = constructContinuationPrompt(
+    context,
+    CodeCompletionContextStore.maxPromptToken
+  );
 
   console.debug('codeCompletion() => prompt: ', prompt);
 
-  sendToBigCode(prompt)
+  sendToBigCode(prompt, CodeCompletionContextStore.maxResponseToken)
     .then(result => {
       console.debug('continueWriting() => state is success, result: ', result);
       requestSuccess(app, view, result);
diff --git a/packages/jupyter-ai/src/components/bigcode-settings.tsx b/packages/jupyter-ai/src/components/bigcode-settings.tsx
index e054d0280..d7e4c92f6 100644
--- a/packages/jupyter-ai/src/components/bigcode-settings.tsx
+++ b/packages/jupyter-ai/src/components/bigcode-settings.tsx
@@ -5,6 +5,7 @@ import CodeCompletionContextstore from '../contexts/code-completion-context-stor
 import { observer } from 'mobx-react-lite';
 import { parseKeyboardEventToShortcut } from '../utils/keyboard';
 import Switch from '@mui/material/Switch';
+import Slider from '@mui/material/Slider';
 
 export const BigCodeSetting = observer(() => {
   const { bigcodeUrl } = CodeCompletionContextstore;
@@ -36,6 +37,28 @@ export const BigCodeSetting = observer(() => {
     );
   }, []);
 
+  const changeMaxPromptTokens = (
+    event: Event,
+    newValue: number | number[],
+    activeThumb: number
+  ) => {
+    // For the current scene, it can only be number
+    if (typeof newValue === 'number') {
+      CodeCompletionContextstore.setMaxPromptTokens(newValue);
+    }
+  };
+
+  const changeMaxResponseokens = (
+    event: Event,
+    newValue: number | number[],
+    activeThumb: number
+  ) => {
+    // For the current scene, it can only be number
+    if (typeof newValue === 'number') {
+      CodeCompletionContextstore.setMaxResponseTokens(newValue);
+    }
+  };
+
   return (
     <Box
       sx={{
@@ -45,13 +68,13 @@ export const BigCodeSetting = observer(() => {
         overflowY: 'auto'
       }}
     >
-      <h2 className="jp-ai-ChatSettings-header">
+      <h1 className="jp-ai-ChatSettings-header bigcode-setting-level-1-title">
         Enable code completion
         <Switch
           checked={CodeCompletionContextstore.enableCodeCompletion}
           onChange={toggleCodeCompletionWrapper}
         />
-      </h2>
+      </h1>
       <div
         className={
           CodeCompletionContextstore.enableCodeCompletion
@@ -75,16 +98,43 @@ export const BigCodeSetting = observer(() => {
           type="password"
           onChange={e => setAccessTokenWrapper(e.target.value)}
         />
-        <h2 className="jp-ai-ChatSettings-header">
-          Hotkey for continue writing
-        </h2>
+        <h2 className="jp-ai-ChatSettings-header">Short cut for completion</h2>
         <TextField
-          label="Please press the hotkey you need"
+          label="Please press the short cut you need"
           value={CodeCompletionContextstore.shortcutStr}
           fullWidth
           type="text"
           onKeyDown={setHotKeyWrapper}
         />
+        <h1 className="jp-ai-ChatSettings-header bigcode-setting-level-1-title">
+          Advanced Settings
+        </h1>
+        <div className="bigcode-setting-configuration">
+          <h2 className="jp-ai-ChatSettings-header">Max prompt tokens</h2>
+          <div className="bigcode-settings-token">
+            <Slider
+              className="token-slider"
+              value={CodeCompletionContextstore.maxPromptToken}
+              onChange={changeMaxPromptTokens}
+              aria-label="Default"
+              valueLabelDisplay="auto"
+              min={100}
+              max={1000}
+            />
+          </div>
+          <h2 className="jp-ai-ChatSettings-header">Max response tokens</h2>
+          <div className="bigcode-settings-token">
+            <Slider
+              className="token-slider"
+              value={CodeCompletionContextstore.maxResponseToken}
+              onChange={changeMaxResponseokens}
+              aria-label="Default"
+              valueLabelDisplay="auto"
+              min={10}
+              max={200}
+            />
+          </div>
+        </div>
       </div>
     </Box>
   );
diff --git a/packages/jupyter-ai/src/contexts/code-completion-context-store.ts b/packages/jupyter-ai/src/contexts/code-completion-context-store.ts
index 56fe4202a..b1d1206ab 100644
--- a/packages/jupyter-ai/src/contexts/code-completion-context-store.ts
+++ b/packages/jupyter-ai/src/contexts/code-completion-context-store.ts
@@ -27,22 +27,45 @@ class CodeCompletionContextstore {
    */
   @observable shortcutStr = 'Ctrl + Space';
 
+  /**
+   * Maximum prompt tokens when requested
+   */
+  @observable maxPromptToken = 400;
+
+  /**
+   * Maximum response tokens when requested
+   */
+  @observable maxResponseToken = 20;
+
   constructor() {
     makeObservable(this);
 
-    const storedShortcutStr = localStorage.getItem(
-      '@jupyterlab-ai/CodeCompletionState:ShortcutStr'
+    const dataPersistenceStr = localStorage.getItem(
+      '@jupyterlab-ai/CodeCompletionState'
     );
-    if (storedShortcutStr) {
-      this.shortcutStr = storedShortcutStr;
+
+    if (dataPersistenceStr) {
+      const dataPersistence: IGlobalStore = JSON.parse(dataPersistenceStr);
+      this.enableCodeCompletion = dataPersistence.enableCodeCompletion;
+      this.bigcodeUrl = dataPersistence.bigcodeUrl;
+      this.shortcutStr = dataPersistence.shortcutStr;
+      this.maxPromptToken = dataPersistence.maxPromptToken;
+      this.maxResponseToken = dataPersistence.maxResponseToken;
     }
+  }
 
-    const enableCodeCompletion = localStorage.getItem(
-      '@jupyterlab-ai/CodeCompletionState:EnableCodeCompletion'
+  saveDataToLoaclStorage() {
+    // Do not store sensitive information
+    localStorage.setItem(
+      '@jupyterlab-ai/CodeCompletionState',
+      JSON.stringify({
+        enableCodeCompletion: this.enableCodeCompletion,
+        bigcodeUrl: this.bigcodeUrl,
+        shortcutStr: this.shortcutStr,
+        maxPromptToken: this.maxPromptToken,
+        maxResponseToken: this.maxResponseToken
+      })
     );
-    if (enableCodeCompletion) {
-      this.enableCodeCompletion = Boolean(Number(enableCodeCompletion));
-    }
   }
 
   @action
@@ -53,15 +76,13 @@ class CodeCompletionContextstore {
   @action
   setBigcodeUrl(url: string): void {
     this.bigcodeUrl = url;
+    this.saveDataToLoaclStorage();
   }
 
   @action
   toggleCodeCompletion(): void {
     this.enableCodeCompletion = !this.enableCodeCompletion;
-    localStorage.setItem(
-      '@jupyterlab-ai/CodeCompletionState:EnableCodeCompletion',
-      `${+this.enableCodeCompletion}`
-    );
+    this.saveDataToLoaclStorage();
   }
 
   @action
@@ -71,11 +92,20 @@ class CodeCompletionContextstore {
 
   @action
   setShortcutStr(shortcutStr: string): void {
-    localStorage.setItem(
-      '@jupyterlab-ai/CodeCompletionState:ShortcutStr',
-      shortcutStr
-    );
     this.shortcutStr = shortcutStr;
+    this.saveDataToLoaclStorage();
+  }
+
+  @action
+  setMaxPromptTokens(newValue: number): void {
+    this.maxPromptToken = newValue;
+    this.saveDataToLoaclStorage();
+  }
+
+  @action
+  setMaxResponseTokens(newValue: number): void {
+    this.maxResponseToken = newValue;
+    this.saveDataToLoaclStorage();
   }
 }
 
diff --git a/packages/jupyter-ai/src/types/cell.ts b/packages/jupyter-ai/src/types/cell.ts
index 165da2ef0..42e1ad097 100644
--- a/packages/jupyter-ai/src/types/cell.ts
+++ b/packages/jupyter-ai/src/types/cell.ts
@@ -1,4 +1,4 @@
-export type ICellType = null | 'markdown' | 'code';
+export type ICellType = null | 'markdown' | 'code' | 'output';
 
 // This cell is used as logic for code completion
 export interface ICell {
diff --git a/packages/jupyter-ai/src/utils/bigcode-request.ts b/packages/jupyter-ai/src/utils/bigcode-request.ts
index dee03cdce..55ecc413e 100644
--- a/packages/jupyter-ai/src/utils/bigcode-request.ts
+++ b/packages/jupyter-ai/src/utils/bigcode-request.ts
@@ -17,10 +17,18 @@ const getPromptForCell = (cell: ICell): string => {
     case 'markdown':
       cellPrompt += '<jupyter_text>';
       break;
+    case 'output':
+      cellPrompt += '<jupyter_output>';
+      break;
   }
   return cellPrompt + cell.content;
 };
 
+function countSpaces(str: string) {
+  const matches = str.match(/ /g);
+  return matches ? matches.length : 0;
+}
+
 /**
  * Constructs a continuation prompt based on the provided context.
  * It concatenates the prompts for all the cells in the context.
@@ -29,15 +37,22 @@ const getPromptForCell = (cell: ICell): string => {
  * @returns {string | null} The constructed continuation prompt or null if context is empty.
  */
 export const constructContinuationPrompt = (
-  context: ICell[] | null
+  context: ICell[] | null,
+  maxTokens: number
 ): string | null => {
   if (!context || context.length === 0) {
     return null;
   }
 
-  const prompt = '<start_jupyter>' + context.map(getPromptForCell).join('');
+  let prompt = '';
+  for (let i = context.length - 1; i >= 0; i--) {
+    prompt = getPromptForCell(context[i]) + prompt;
+    if (countSpaces(prompt) > maxTokens) {
+      break;
+    }
+  }
 
-  return prompt;
+  return '<start_jupyter>' + prompt;
 };
 
 /**
@@ -48,11 +63,12 @@ export const constructContinuationPrompt = (
  * @returns {Promise<{ generated_text: string }[]>} A promise that resolves with the generated text or rejects with an error.
  */
 export const sendToBigCode = async (
-  prompt: string | null
+  prompt: string | null,
+  max_tokens: number
 ): Promise<{ generated_text: string }[]> => {
   const { bigcodeUrl } = CodeCompletionContextStore;
   const { accessToken } = CodeCompletionContextStore;
-
+  console.log(prompt);
   if (!bigcodeUrl || !accessToken) {
     alert('BigCode service URL or Huggingface Access Token not set.');
     return new Promise((resolve, reject) => {
@@ -72,6 +88,7 @@ export const sendToBigCode = async (
     parameters: {
       temperature: 0.01,
       return_full_text: false,
+      max_tokens,
       stop: ['<jupyter_output>']
     }
   };
diff --git a/packages/jupyter-ai/src/utils/cell-context.ts b/packages/jupyter-ai/src/utils/cell-context.ts
index c2353dedc..d18a91025 100644
--- a/packages/jupyter-ai/src/utils/cell-context.ts
+++ b/packages/jupyter-ai/src/utils/cell-context.ts
@@ -2,7 +2,7 @@ import { JupyterFrontEnd } from '@jupyterlab/application';
 import { CodeEditor } from '@jupyterlab/codeeditor';
 import { DocumentWidget } from '@jupyterlab/docregistry';
 import { Notebook } from '@jupyterlab/notebook';
-import { CodeCell, MarkdownCell } from '@jupyterlab/cells';
+import { CodeCell, MarkdownCell, Cell } from '@jupyterlab/cells';
 
 import { ICell, ICellType } from '../types/cell';
 
@@ -105,56 +105,102 @@ export const getTextBeforeCursorFromApp = (
   return null;
 };
 
+/**
+ * Retrieves the output text from a given cell based on its type.
+ *
+ * The function extracts outputs from CodeCell instances based on their output type:
+ * - For 'execute_result' type, it retrieves the data.
+ * - For 'stream' type, it retrieves the text.
+ * - For 'error' type, it retrieves the error value (evalue).
+ *
+ * If the cell is not an instance of CodeCell or has no valid output type, an empty string is returned.
+ *
+ * @param {Cell} cell - The cell from which to extract the output.
+ * @returns {string} - The combined output text from the cell.
+ */
+const getCellOutput = (cell: Cell): string => {
+  if (!(cell instanceof CodeCell)) {
+    return '';
+  }
+
+  return cell.model.sharedModel.outputs.reduce((acc, output) => {
+    console.log(output);
+    switch (output.output_type) {
+      case 'execute_result':
+        if (output.data) {
+          // Maybe there are other ways, but I didn't find it
+          const outputData = JSON.parse(JSON.stringify(output.data));
+          if ('text/plain' in outputData) {
+            return acc + outputData['text/plain'];
+          }
+        }
+        return output.data ? acc + JSON.stringify(output.data) : acc;
+      case 'stream':
+        return acc + output.text;
+      case 'error':
+        return acc + output.evalue;
+      default:
+        return acc;
+    }
+  }, '');
+};
+
+const getCellDetails = (cell: Cell, isActiveCell: boolean): ICell[] => {
+  const cellType: ICellType =
+    cell instanceof CodeCell
+      ? 'code'
+      : cell instanceof MarkdownCell
+      ? 'markdown'
+      : null;
+
+  const results: ICell[] = [];
+
+  const editor = cell.editor;
+  if (editor) {
+    const text = isActiveCell
+      ? getTextBeforeCursor(editor).join('\n')
+      : getTextByEditor(editor);
+    results.push({ type: cellType, content: text });
+  }
+
+  results.push({ type: 'output', content: getCellOutput(cell) });
+
+  return results;
+};
+
 /**
  * Retrieves all cell content up to the current active cell position.
  *
  * @param {JupyterFrontEnd} app - The JupyterFrontEnd application instance.
  * @returns {ICell[] | null} - An array of ICell objects with their content or null if not available.
  */
-export const getTextInActiveCellUpToCursor = (
+export const getNotebookContentUntilCursor = (
   app: JupyterFrontEnd
 ): ICell[] | null => {
   const currentWidget = app.shell.currentWidget;
+
   if (!currentWidget || !(currentWidget instanceof DocumentWidget)) {
     return null;
   }
 
   const content = getSpecificWidget(currentWidget);
-  if (content instanceof Notebook) {
-    const allCellBase: ICell[] = [];
-    const widgets = content.widgets;
-    const activeCellIndex = content.activeCellIndex;
-
-    // traverse to the current cell
-    for (let index = 0; index <= activeCellIndex; index++) {
-      const widget = widgets[index];
-      const cellType: ICellType =
-        widget instanceof CodeCell
-          ? 'code'
-          : widget instanceof MarkdownCell
-          ? 'markdown'
-          : null;
-
-      const editor = widget.editor;
-      if (editor) {
-        // If the current cell
-        if (index === activeCellIndex) {
-          const cellLines = getTextBeforeCursor(editor);
-          allCellBase.push({
-            type: cellType,
-            content: cellLines.join('\n')
-          });
-          break;
-        }
+  if (!(content instanceof Notebook)) {
+    return null;
+  }
 
-        const codeText = getTextByEditor(editor);
-        allCellBase.push({
-          type: cellType,
-          content: codeText
-        });
-      }
-    }
-    return allCellBase;
+  const activeCellIndex = content.activeCellIndex;
+
+  const cellsUpToCursor = content.widgets
+    .slice(0, activeCellIndex + 1)
+    .flatMap((cell, index) => getCellDetails(cell, index === activeCellIndex));
+
+  // Check if the last cell type is 'output' and remove it
+  if (
+    cellsUpToCursor.length > 0 &&
+    cellsUpToCursor[cellsUpToCursor.length - 1].type === 'output'
+  ) {
+    cellsUpToCursor.pop();
   }
-  return null;
+
+  return cellsUpToCursor;
 };
diff --git a/packages/jupyter-ai/style/base.css b/packages/jupyter-ai/style/base.css
index af2c9d716..2ce73c940 100644
--- a/packages/jupyter-ai/style/base.css
+++ b/packages/jupyter-ai/style/base.css
@@ -7,4 +7,5 @@
 @import './expandable-text-field.css';
 @import './react-markdown.css';
 @import './chat-settings.css';
-@import './animation.css'
\ No newline at end of file
+@import './animation.css';
+@import './bigcode-setting.css';
\ No newline at end of file
diff --git a/packages/jupyter-ai/style/bigcode-setting.css b/packages/jupyter-ai/style/bigcode-setting.css
new file mode 100644
index 000000000..1ce173a8e
--- /dev/null
+++ b/packages/jupyter-ai/style/bigcode-setting.css
@@ -0,0 +1,8 @@
+.bigcode-setting-level-1-title{
+    font-size: 1.56em;
+}
+
+.bigcode-setting-configuration{
+    width: 90%;
+    margin: auto;
+}
\ No newline at end of file
diff --git a/packages/jupyter-ai/tsconfig.json b/packages/jupyter-ai/tsconfig.json
index b940048ac..a2aeaf9c6 100644
--- a/packages/jupyter-ai/tsconfig.json
+++ b/packages/jupyter-ai/tsconfig.json
@@ -18,7 +18,7 @@
     "strict": true,
     "strictNullChecks": true,
     "skipLibCheck": true,
-    "target": "ES2018",
+    "target": "ES2019",
     "types": ["jest"],
     "experimentalDecorators": true
   },

From fa1bc6ea0aa9e4cafd963e9b9f0c14ffc4a2c932 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 3 Sep 2023 17:25:10 +0800
Subject: [PATCH 42/50] Fix the bug of adding new cells

---
 packages/jupyter-ai/src/keydown-handler.ts | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index 51ec22d4d..a3ba1e0e7 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -30,6 +30,7 @@ const mountExtension = (
   editor: CodeMirrorEditor,
   extension: Extension
 ): void => {
+  console.log(editor);
   // If the editor has already been processed
   if (mountedEditors.has(editor)) {
     return;
@@ -133,6 +134,7 @@ const initializeKeyDownHandlers = (app: JupyterFrontEnd) => {
           return;
         }
 
+        await cell.ready;
         mountEditorWithDelay(cell.editor, extension);
       });
     }

From b15644663a5cc856647091d9ff04cb253723fe5a Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 3 Sep 2023 17:27:33 +0800
Subject: [PATCH 43/50] remove garbage output

---
 packages/jupyter-ai/src/keydown-handler.ts | 1 -
 1 file changed, 1 deletion(-)

diff --git a/packages/jupyter-ai/src/keydown-handler.ts b/packages/jupyter-ai/src/keydown-handler.ts
index a3ba1e0e7..922317bf9 100644
--- a/packages/jupyter-ai/src/keydown-handler.ts
+++ b/packages/jupyter-ai/src/keydown-handler.ts
@@ -30,7 +30,6 @@ const mountExtension = (
   editor: CodeMirrorEditor,
   extension: Extension
 ): void => {
-  console.log(editor);
   // If the editor has already been processed
   if (mountedEditors.has(editor)) {
     return;

From 054fc10260ff7c7f797d9dde636029383f04cf2a Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 3 Sep 2023 18:18:44 +0800
Subject: [PATCH 44/50] Improve readme for code completion

---
 bigcode-zh.md                                 |  92 ------------------
 .../code-completion-setting-completion.jpg    | Bin 0 -> 33929 bytes
 .../code-completion-setting-key-down.jpg      | Bin 0 -> 32155 bytes
 .../_static/code-completion-setting.jpg       | Bin 0 -> 60734 bytes
 docs/source/users/index.md                    |  40 ++++++++
 .../sklearn_digits.ipynb                      |   0
 6 files changed, 40 insertions(+), 92 deletions(-)
 delete mode 100644 bigcode-zh.md
 create mode 100644 docs/source/_static/code-completion-setting-completion.jpg
 create mode 100644 docs/source/_static/code-completion-setting-key-down.jpg
 create mode 100644 docs/source/_static/code-completion-setting.jpg
 rename examples/{ => code-completion}/sklearn_digits.ipynb (100%)

diff --git a/bigcode-zh.md b/bigcode-zh.md
deleted file mode 100644
index 3fd52a325..000000000
--- a/bigcode-zh.md
+++ /dev/null
@@ -1,92 +0,0 @@
-# 整合bigcode续写逻辑说明
-
-## 依赖项
-- "mobx" and "mobx-react": react的一个全局变量管理库
-- "typescript": ~4.1.3 -> 5.1.6，之前的ts版本会打包失败，原因为ts语法检查依赖项中的代码不通过
-
-## 项目结构
-此结构是在原有的 jupyter-ai 上新增的
-
-```
-packages/jupyter-ai
-├── src  # Source code root
-│   ├── bigcode  # Bigcode related functionality
-│   │   └── bigcode-code-completion.ts  # Code continuation logic
-│   ├── components  # UI components
-│   │   └── bigcode-settings.tsx  # Settings related to bigcode
-|   ├── types
-|   |   └── cell.ts # Used to call the cell structure in the link
-│   ├── contexts
-│   │   └── code-completion-context-store.ts  # Context for the continue writing feature
-│   ├── keydown-handler.ts  # Global keydown handlers
-│   ├── utils  # Utility functions for bigcode feature
-│   │   ├── bigcode-request.ts  # Bigcode API requests
-│   │   ├── cell-modification.ts  # Cell modification
-│   │   ├── cell-context.ts  # Cell context
-│   │   ├── instance.ts  # Instance related utilities
-│   │   └── keyboard.ts # Tool method to monitor the keyboard
-│   └── widgets 
-│       └── bigcode-sidebar.tsx  # Sidebar for bigcode features
-
-```
-
-## Develop and preview
-
-### install
-```shell
-./scripts/install.sh
-```
-
-### run
-```shell
-npm run dev
-
-# If you want to compile when you modify the code, run the following command with the above command
-npm run watch
-```
-### debug 
-Check all the options in the log level in F12 (Developer Tools)
-![](./docs/source/_static/debug-levels.jpg)
-
-
-## 逻辑梳理
-我们目前的做法是基于现有的 jupyter-ai 代码做的扩展（属于 jupyter-ai 的一部分）
-
-### 前端
-
-#### 侧边栏
-1. 定义Widget构造器方法
-2. 配置如id，图标，标题等基本信息（暂时没有图标，使用的是jupyter-ai的）
-3. labextension 前端入口点添加这个侧边栏（Widget）到jupyterlab中，参考[labextension 前端入口点](./packages/jupyter-ai/src/index.ts)
-
-[代码](./packages/jupyter-ai/src/widgets/bigcode-sidebar.tsx)
-
-#### 键盘处理事件
-
-
-1. 创建 codemirror 的 extension（键盘事件）,此 extension 在下述流程中被绑定到 codemirror 的实例
-2. 当 notebook 发生变化时，将 notebbok 默认选中的 cell 添加此 extension
-3. 在 notebook 中挂载 cell 变化事件，如果 cell 发生变化，则将 extension 添加至 cell 的 codemirror 实例中
-4. 在app加载此处理程序
-
-[代码](./packages/jupyter-ai/src/keydown-handler.ts)
-
-
-#### 续写
-
-1. 获取前面所有单元格的代码（鼠标指针之前的）
-2. 格式化后发送给 bigcode
-3. 开始请求动画 [代码](./packages/jupyter-ai/src/utils/animation.ts)
-4. 展示在单元格中（以写入状态保存到单元格）[1.2.4步代码：continueWriting 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
-5. 当用户按下 Enter 后，取消代码的灰色状态 [代码：removeColor 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
-6. 当用户按下其他键后，删除灰色的代码 [代码：handleAnyKeyPress 函数](./packages/jupyter-ai/src/bigcode/bigcode-continue-writing.ts)
-
-
-
-
-### 后端（最后做）
-
-在 jupyter-ai 中，用户填写的信息后，会进行请求到后端[handlers](./packages/jupyter-ai/jupyter_ai/handlers.py)，由后端保存到"~/.loacl"目录中。
-
-我们延伸此架构，使原先的接口可以新增 bigcode 的配置。并且在请求 bigcode 时，由后端做请求转发
-
diff --git a/docs/source/_static/code-completion-setting-completion.jpg b/docs/source/_static/code-completion-setting-completion.jpg
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Bf(rlu

literal 0
HcmV?d00001

diff --git a/docs/source/users/index.md b/docs/source/users/index.md
index 2f640f579..7f792de1f 100644
--- a/docs/source/users/index.md
+++ b/docs/source/users/index.md
@@ -741,3 +741,43 @@ The `--region-name` parameter is set to the [AWS region code](https://docs.aws.a
 The `--request-schema` parameter is the JSON object the endpoint expects as input, with the prompt being substituted into any value that matches the string literal `"<prompt>"`. For example, the request schema `{"text_inputs":"<prompt>"}` will submit a JSON object with the prompt stored under the `text_inputs` key.
 
 The `--response-path` option is a [JSONPath](https://goessner.net/articles/JsonPath/index.html) string that retrieves the language model's output from the endpoint's JSON response. For example, if your endpoint returns an object with the schema `{"generated_texts":["<output>"]}`, its response path is `generated_texts.[0]`.
+
+
+## Code completion
+
+### Usage
+
+We first need to configure the huggingface token and short cut
+
+![](../_static/code-completion-setting.jpg)
+
+In a cell, press {The short cut configured in the image above} to trigger
+
+![](../_static/code-completion-setting-key-down.jpg)
+
+Press "enter" to accpet the proposition.
+
+![](../_static/code-completion-setting-completion.jpg)
+
+
+### Configure
+
+Bigcode service url: 
+
+- The endpoint URL of the Bigcode service. This is the base URL that the code completion system will connect to when requesting code completions.
+
+Huggingface Access Token:
+
+- Your personal access token for Huggingface's service. This token authenticates and authorizes your requests to the Huggingface API.
+
+Short cut for completion:
+
+- A shortcut or key combination that, when pressed, triggers the code completion feature. 
+
+Max prompt tokens:
+
+- The maximum number of tokens that can be sent in the prompt to the code completion API. 
+
+Max response tokens:
+
+- Set 'Max Response Tokens' judiciously; a higher value can slow response times, and since we don't support streaming, you'll await the entire response.
\ No newline at end of file
diff --git a/examples/sklearn_digits.ipynb b/examples/code-completion/sklearn_digits.ipynb
similarity index 100%
rename from examples/sklearn_digits.ipynb
rename to examples/code-completion/sklearn_digits.ipynb

From 701d798fe7cb0ccd9775088dd7abe618fcf0cf82 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 3 Sep 2023 18:28:08 +0800
Subject: [PATCH 45/50] Add code completion examples to the readme.md

---
 README.md | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/README.md b/README.md
index a4c78f4f3..15f3eef4c 100644
--- a/README.md
+++ b/README.md
@@ -94,6 +94,17 @@ that include variable values.
 
 ![Sample with code interpolation and markdown output](./docs/source/_static/sample-markdown.png)
 
+
+## Code completion
+
+In a cell, press {Short cut configured in the bigcode sidebar} to trigger
+
+![Sample of pressing a shortcut key in code completion](./docs/source/_static/code-completion-setting-key-down.jpg)
+
+Press "enter" to accpet the proposition.
+
+![Sample of pressing enter after a successful request in code completion](./docs/source/_static/code-completion-setting-completion.jpg)
+
 ## JupyterLab extension
 
 The Jupyter AI extension for JupyterLab offers a native UI that enables multiple users

From 4b46ea58ff69cba70757838ed108da9a8b8bdfd2 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Sun, 3 Sep 2023 13:22:01 +0000
Subject: [PATCH 46/50] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 .gitignore                                    | 2 +-
 docs/source/users/index.md                    | 8 ++++----
 packages/jupyter-ai/style/animation.css       | 2 +-
 packages/jupyter-ai/style/base.css            | 2 +-
 packages/jupyter-ai/style/bigcode-setting.css | 2 +-
 5 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/.gitignore b/.gitignore
index ca25bbcbd..a0fffe99b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -133,4 +133,4 @@ dev.sh
 
 .yarn
 
-.venv
\ No newline at end of file
+.venv
diff --git a/docs/source/users/index.md b/docs/source/users/index.md
index 7f792de1f..4a9b02cdb 100644
--- a/docs/source/users/index.md
+++ b/docs/source/users/index.md
@@ -762,7 +762,7 @@ Press "enter" to accpet the proposition.
 
 ### Configure
 
-Bigcode service url: 
+Bigcode service url:
 
 - The endpoint URL of the Bigcode service. This is the base URL that the code completion system will connect to when requesting code completions.
 
@@ -772,12 +772,12 @@ Huggingface Access Token:
 
 Short cut for completion:
 
-- A shortcut or key combination that, when pressed, triggers the code completion feature. 
+- A shortcut or key combination that, when pressed, triggers the code completion feature.
 
 Max prompt tokens:
 
-- The maximum number of tokens that can be sent in the prompt to the code completion API. 
+- The maximum number of tokens that can be sent in the prompt to the code completion API.
 
 Max response tokens:
 
-- Set 'Max Response Tokens' judiciously; a higher value can slow response times, and since we don't support streaming, you'll await the entire response.
\ No newline at end of file
+- Set 'Max Response Tokens' judiciously; a higher value can slow response times, and since we don't support streaming, you'll await the entire response.
diff --git a/packages/jupyter-ai/style/animation.css b/packages/jupyter-ai/style/animation.css
index da847a975..ba80e3a5c 100644
--- a/packages/jupyter-ai/style/animation.css
+++ b/packages/jupyter-ai/style/animation.css
@@ -43,4 +43,4 @@
     opacity: 1;
     transform: translateY(0);
     transition: opacity 300ms, transform 300ms;
-}
\ No newline at end of file
+}
diff --git a/packages/jupyter-ai/style/base.css b/packages/jupyter-ai/style/base.css
index 2ce73c940..b403956e0 100644
--- a/packages/jupyter-ai/style/base.css
+++ b/packages/jupyter-ai/style/base.css
@@ -8,4 +8,4 @@
 @import './react-markdown.css';
 @import './chat-settings.css';
 @import './animation.css';
-@import './bigcode-setting.css';
\ No newline at end of file
+@import './bigcode-setting.css';
diff --git a/packages/jupyter-ai/style/bigcode-setting.css b/packages/jupyter-ai/style/bigcode-setting.css
index 1ce173a8e..3bb447bfa 100644
--- a/packages/jupyter-ai/style/bigcode-setting.css
+++ b/packages/jupyter-ai/style/bigcode-setting.css
@@ -5,4 +5,4 @@
 .bigcode-setting-configuration{
     width: 90%;
     margin: auto;
-}
\ No newline at end of file
+}

From 63f719ef784519706ac3a086cf352f4c58dc9765 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 3 Sep 2023 22:15:21 +0800
Subject: [PATCH 47/50] change css asking price style

---
 packages/jupyter-ai/style/animation.css       | 58 +++++++++++--------
 packages/jupyter-ai/style/bigcode-setting.css | 10 ++--
 2 files changed, 39 insertions(+), 29 deletions(-)

diff --git a/packages/jupyter-ai/style/animation.css b/packages/jupyter-ai/style/animation.css
index da847a975..c40d7236d 100644
--- a/packages/jupyter-ai/style/animation.css
+++ b/packages/jupyter-ai/style/animation.css
@@ -1,46 +1,56 @@
 .circle-loading-animation {
-    width: 15px;
-    height: 15px;
-    border-radius: 50%;
-    border: 2px solid transparent;
-    border-top-color: #FFCA28; /* This determines the ring color */
-    animation: spin 1s linear infinite;
-    position: absolute;
-    right: 15px;
-    bottom: 5px;
-    z-index: 1000;
+  width: 15px;
+  height: 15px;
+  border-radius: 50%;
+  border: 2px solid transparent;
+  border-top-color: #FFCA28;
+  animation: spin 1s linear infinite;
+  position: absolute;
+  right: 15px;
+  bottom: 5px;
+  z-index: 1000;
 }
 
 .circle-success {
-    border-color: green;
-    animation: fadeInOut 2s forwards, spin 0s;
+  border-color: green;
+  animation: fadeInOut 2s forwards, spin 0s;
 }
 
 .circle-failed {
-    border-color: red;
-    animation: fadeInOut 2s forwards, spin 0s;
+  border-color: red;
+  animation: fadeInOut 2s forwards, spin 0s;
 }
 
 @keyframes spin {
-    0% { transform: rotate(0deg); }
-    100% { transform: rotate(360deg); }
+  0% {
+    transform: rotate(0deg);
+  }
+
+  100% {
+    transform: rotate(360deg);
+  }
 }
 
 @keyframes fadeInOut {
-    0% { opacity: 1; }
-    100% { opacity: 0; }
+  0% {
+    opacity: 1;
+  }
+
+  100% {
+    opacity: 0;
+  }
 }
 
 .code-completion-setting-entering,
 .code-completion-setting-exiting,
 .code-completion-setting-exited {
-    opacity: 0;
-    transform: translateY(20px);
-    transition: opacity 300ms, transform 300ms;
+  opacity: 0;
+  transform: translateY(20px);
+  transition: opacity 300ms, transform 300ms;
 }
 
 .code-completion-setting-entered {
-    opacity: 1;
-    transform: translateY(0);
-    transition: opacity 300ms, transform 300ms;
+  opacity: 1;
+  transform: translateY(0);
+  transition: opacity 300ms, transform 300ms;
 }
\ No newline at end of file
diff --git a/packages/jupyter-ai/style/bigcode-setting.css b/packages/jupyter-ai/style/bigcode-setting.css
index 1ce173a8e..5f856ca62 100644
--- a/packages/jupyter-ai/style/bigcode-setting.css
+++ b/packages/jupyter-ai/style/bigcode-setting.css
@@ -1,8 +1,8 @@
-.bigcode-setting-level-1-title{
-    font-size: 1.56em;
+.bigcode-setting-level-1-title {
+  font-size: 1.56em;
 }
 
-.bigcode-setting-configuration{
-    width: 90%;
-    margin: auto;
+.bigcode-setting-configuration {
+  width: 90%;
+  margin: auto;
 }
\ No newline at end of file

From 90342de5b5490a957025470719cb4a006e5c9039 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Sun, 3 Sep 2023 14:19:52 +0000
Subject: [PATCH 48/50] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 packages/jupyter-ai/style/base.css | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/packages/jupyter-ai/style/base.css b/packages/jupyter-ai/style/base.css
index 2ce73c940..b403956e0 100644
--- a/packages/jupyter-ai/style/base.css
+++ b/packages/jupyter-ai/style/base.css
@@ -8,4 +8,4 @@
 @import './react-markdown.css';
 @import './chat-settings.css';
 @import './animation.css';
-@import './bigcode-setting.css';
\ No newline at end of file
+@import './bigcode-setting.css';

From 1bcc70c93b8f26e68fa0debacc41bc4293066cf5 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sun, 3 Sep 2023 22:29:20 +0800
Subject: [PATCH 49/50] change css asking price style

---
 packages/jupyter-ai/style/animation.css | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/packages/jupyter-ai/style/animation.css b/packages/jupyter-ai/style/animation.css
index f26591abf..828514bca 100644
--- a/packages/jupyter-ai/style/animation.css
+++ b/packages/jupyter-ai/style/animation.css
@@ -3,7 +3,7 @@
   height: 15px;
   border-radius: 50%;
   border: 2px solid transparent;
-  border-top-color: #FFCA28;
+  border-top-color: #ffca28;
   animation: spin 1s linear infinite;
   position: absolute;
   right: 15px;
@@ -13,12 +13,12 @@
 
 .circle-success {
   border-color: green;
-  animation: fadeInOut 2s forwards, spin 0s;
+  animation: fade-in-out 2s forwards, spin 0s;
 }
 
 .circle-failed {
   border-color: red;
-  animation: fadeInOut 2s forwards, spin 0s;
+  animation: fade-in-out 2s forwards, spin 0s;
 }
 
 @keyframes spin {
@@ -31,7 +31,7 @@
   }
 }
 
-@keyframes fadeInOut {
+@keyframes fade-in-out {
   0% {
     opacity: 1;
   }

From 1f2ad837d103ace762f40998140e5a32cd5a0574 Mon Sep 17 00:00:00 2001
From: ran <redamancy0326@gmail.com>
Date: Sat, 9 Sep 2023 23:17:32 +0800
Subject: [PATCH 50/50] Delete incorrectly uploaded files

---
 mdImages/1832d8b22d533b541c760768294f62a.png | Bin 46044 -> 0 bytes
 mdImages/25e92f7ca6584b8a8ed08edbeb6091c.png | Bin 52587 -> 0 bytes
 mdImages/4b76618d42d0eca97916f6803fc897e.png | Bin 138558 -> 0 bytes
 mdImages/4da66ef8e0eb414d6bb66715184ac7c.png | Bin 12610 -> 0 bytes
 mdImages/a078a5dde3707cedbc3e8dfc9139bfe.png | Bin 25630 -> 0 bytes
 mdImages/a27f22e60010ea84d5598122e5ffc4b.png | Bin 23562 -> 0 bytes
 mdImages/c0ae4582a5f942754877106b8873413.png | Bin 44724 -> 0 bytes
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