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lyj96 · Jan 21, 2020 · 93f5580 · 93f5580
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diff --git a/README.md b/README.md
@@ -44,25 +44,31 @@
 #### 2.2 [C++2.0新特性](./c++2.0/)
 
 - [Variadic Templates](./c++2.0/variadic)
+
 - Spaces in Template Expressions
 
-```cpp
-vector<list<int> > //ok in each C++ version
-vector<list<int>> // before c++ 11 error error: ‘>>’ should be ‘> >’ within a nested template argument list,c++11后可以正常通过
-```
+  ```cpp
+  vector<list<int> > //ok in each C++ version
+  vector<list<int>> // before c++ 11 error error: ‘>>’ should be ‘> >’ within a nested template argument list,c++11后可以正常通过
+  ```
 
 - [nullptr and nullptr_t](./c++2.0/nullptr.cpp)
+
 - [Automatic Type Deduction with auto](./c++2.0/auto.cpp)
+
 - [Uniform Initialization ](./c++2.0/uniform_initialization.cpp)
+
 - [initializer_list](./c++2.0/initializer.cpp)
+
 - [explicit for ctors taking more than one argument](./c++2.0/explicit.cpp)
+
 - [range-based for statement](./c++2.0/auto.cpp)
 
-```cpp
-for(decl:col) {
-    statement
-}
-```
+  ```cpp
+  for(decl:col) {
+      statement
+  }
+  ```
 
 - [=default,=delete](./c++2.0/default_delete.cpp)
 
@@ -75,24 +81,34 @@ for(decl:col) {
   - [template_template.cpp](./c++2.0/template_template.cpp)
 
 - [template template parameter](./c++2.0/template_template.cpp)
+
 - [type alias](./c++2.0/type_alias.cpp)
+
 - [noexcept](./c++2.0/noexcept.cpp)
+
 - [override](./c++2.0/override.cpp)
+
 - [final](./c++2.0/final.cpp)
+
 - [decltype](./c++2.0/decltype.cpp)
+
 - [lambda](./c++2.0/lambda.cpp)
+
 - [Rvalue reference](./c++2.0/rvalue.cpp)
+
 - [move aware class](./c++2.0/move.cpp)
+
 - 容器-结构与分类
 
   - (1) 序列式容器包括：array(C++2.0新引入),vector,deque,list,forward_list(C++2.0新引入)
   - (2) 关联式容器包括：set/multiset,map/multimap
   - (3) 无序容器(C++2.0新引入,更换原先hash_xxx为unordered_xxx)包括：unordered_map/unordered_multimap,unordered_set/unordered_multiset
 
 - [Hash Function](./c++2.0/hash.cpp)
+
 - [tuple](./c++2.0/tuple.cpp)
 
-学习资料：https://www.bilibili.com/video/av51863195?from=search&seid=3610634846288253061
+  学习资料：https://www.bilibili.com/video/av51863195?from=search&seid=3610634846288253061
 
 #### 2.3 [C++并发编程v1](./c++2.0/./concurrency_v1)
 
@@ -148,6 +164,7 @@ for(decl:col) {
 - [译期能做些什么？一个完整的计算世界](./modern_C++_30/compilercompute)
 - [SFINAE：不是错误的替换失败是怎么回事?](./modern_C++_30/SFINAE)
 - [constexpr：一个常态的世界](./modern_C++_30/constexpr)
+- [函数对象和lambda：进入函数式编程](./modern_C++_30/functionLambda)
 
 ### 4.拓展部分
 
@@ -165,31 +182,33 @@ for(decl:col) {
 
 - [C++中如何将string类型转换为int类型？](./basic_content/extent/string_int.md)
 
-### 5.自己写的工具
+### 5.工具篇
 
 - [容器快捷输出工具](./tool/output)
 
-对吴老师的代码进行了修改，[点击此处直通代码](./tool/output/output_container.h)
+  对吴老师的代码进行了修改，[点击此处直通代码](./tool/output/output_container.h)
 
-输入：
+  输入：
 
-```cpp
-map<int, int> mp{
-            {1, 1},
-            {2, 4},
-            {3, 9}};
-    cout << mp << endl;
-```
+  ```cpp
+  map<int, int> mp{
+              {1, 1},
+              {2, 4},
+              {3, 9}};
+      cout << mp << endl;
+  ```
 
-输出结果显示：
+  输出结果显示：
 
-```cpp
-{ 1 => 1, 2 => 4, 3 => 9 }
-```
+  ```cpp
+  { 1 => 1, 2 => 4, 3 => 9 }
+  ```
 
-感谢吴老师的代码，原代码：
+- 像Python一样简单输出
+  - [像Python一样玩C/C++](./tool/像Python一样玩CC++.md)
 
-> https://github.com/adah1972/output_container/blob/master/output_container.h
+- 观察编译过程变化
+  -  [https://cppinsights.io](https://cppinsights.io/)
 
 ### 6.代码运行
 

diff --git a/modern_C++_30/functionLambda/adder.cpp b/modern_C++_30/functionLambda/adder.cpp
@@ -0,0 +1,34 @@
+//
+// Created by light on 20-1-11.
+//
+#include <iostream>
+
+using namespace std;
+
+struct adder {
+    adder(int n) : n_(n) {}
+
+    int operator()(int x) const {
+        return x + n_;
+    }
+
+private:
+    int n_;
+};
+
+int main() {
+    auto add_2 = adder(2);
+
+    // x+2
+    cout << add_2(3) << endl;
+
+    auto t = bind1st(plus<int>(), 2);
+    cout << t(1) << endl;
+    // 上述的C++98
+    binder2nd<plus<int> > a2(plus<int>(), 2);
+    cout << a2(3) << endl;
+
+    cout << [](int x) { return x * x; }(3) << endl;
+    return 0;
+    // lambda表达式默认就是constexpr函数
+}
diff --git a/modern_C++_30/functionLambda/autoLambda.cpp b/modern_C++_30/functionLambda/autoLambda.cpp
@@ -0,0 +1,64 @@
+//
+// Created by light on 20-1-11.
+//
+
+
+#include <chrono>
+#include <iostream>
+#include <sstream>
+#include <thread>
+
+using namespace std;
+
+int get_count() {
+    static int count = 0;
+    return ++count;
+}
+
+class task {
+public:
+    task(int data) : data_(data) {}
+
+    /**
+     * this 标明按引用捕获外围对象（针对 lambda 表达式定义出现在一个非静态类成员内的情况）；
+     * 注意默认捕获符 = 和 & 号可以自动捕获 this（并且在 C++20 之前，在 = 后写 this 会导致出错）
+     * 本例子两次都按照第二次输出(this_thread::sleep_for(100ms);
+     * this 标明按引用捕获外围对象
+     *
+     *
+     * *this 标明按值捕获外围对象（针对 lambda 表达式定义出现在一个非静态类成员内的情况；C++17 新增语法）
+     * 本例子正常输出
+     */
+    auto lazy_launch() {
+        return
+                [*this, count = get_count()]()
+                        mutable {
+                    ostringstream oss;
+                    oss << "Done work " << data_
+                        << " (No. " << count
+                        << ") in thread "
+                        << this_thread::get_id()
+                        << '\n';
+                    msg_ = oss.str();
+                    calculate();
+                };
+    }
+
+    void calculate() {
+        this_thread::sleep_for(100ms);
+        cout << msg_;
+    }
+
+private:
+    int data_;
+    string msg_;
+};
+
+int main() {
+    auto t = task{37};
+    thread t1{t.lazy_launch()};
+    thread t2{t.lazy_launch()};
+    t1.join();
+    t2.join();
+}
+
diff --git a/modern_C++_30/functionLambda/function.cpp b/modern_C++_30/functionLambda/function.cpp
@@ -0,0 +1,32 @@
+//
+// Created by light on 20-1-11.
+//
+
+#include <map>
+#include <iostream>
+#include <functional>
+
+using namespace std;
+
+int main() {
+
+    map<string, function<int(int, int)>>
+            op_dict{
+            {"+",
+                    [](int x, int y) {
+                        return x + y;
+                    }},
+            {"-",
+                    [](int x, int y) {
+                        return x - y;
+                    }},
+            {"*",
+                    [](int x, int y) {
+                        return x * y;
+                    }},
+            {"/",
+                    [](int x, int y) {
+                        return x / y;
+                    }},
+    };
+}
diff --git a/tool/像Python一样玩CC++.md b/tool/像Python一样玩CC++.md
@@ -0,0 +1,117 @@
+# 像Python一样玩C/C++
+
+在Python中我们可以使用`Jupyter Notebook`直接看到结果，例如：
+
+```c
+l = [1,2]
+l
+```
+
+直接输出：
+
+```
+[1,2]
+```
+
+那当使用C++的时候，例如：
+
+```cpp
+map<string, int> mp{
+    {"one",   1},
+    {"two",   2},
+    {"three", 3},
+    {"four",  4}
+};
+```
+
+如果要输出，就得循环遍历，可否直接输出结果呢？
+
+so easy!!! `Jupyter Notebook`可以解决一切问题，哈哈～
+
+## 如何在Jupyter中玩C++？
+
+在github上有一个仓库，如下所示：
+
+> https://github.com/QuantStack/xeus-cling
+
+`xeus-cling` 是一个用于C++的Jupyter内核，基于C++解释器和Jupyter协议xeus的原生实现。
+
+目前，支持Mac与Linux，但不支持Windows。
+
+安装也是非常简单，首先安装好Anaconda，在里面创建一个虚拟环境：
+
+```
+conda create -n cling
+```
+
+切换进去：
+
+```
+conda activate cling
+```
+
+给新环境安装`jupyter`和`notebook`
+
+```
+conda install jupyter notebook
+```
+
+使用`conda-forge`安装`xeus-cling`
+
+```
+conda install xeus-cling -c conda-forge
+```
+
+为了加速安装，请记得给Anaconda配置源！
+
+检查是否安装好了内核(kernel)：
+
+```
+jupyter kernelspec list
+```
+
+输出：
+
+```cpp
+python3    /home/xxx/anaconda3/envs/cling/share/jupyter/kernels/python3
+xcpp11     /home/xxx/anaconda3/envs/cling/share/jupyter/kernels/xcpp11
+xcpp14     /home/xxx/anaconda3/envs/cling/share/jupyter/kernels/xcpp14
+xcpp17     /home/xxx/anaconda3/envs/cling/share/jupyter/kernels/xcpp17
+```
+
+打开`Jupyter Notebook`，就可以看到看到kernel了。
+
+启动`Jupyter Notebook`：
+
+```
+jupyter-notebook
+```
+
+## 如何在Jupyter中玩C？
+
+只需要安装c kernel即可！
+
+可以直接在当前环境中创建c kernel，也可以新开一个环境安装，下面是在当前环境中直接安装。
+
+```
+pip install jupyter-c-kernel
+install_c_kernel
+jupyter kernelspec list
+```
+
+此时，就输出：
+
+```cpp
+c          /home/light/anaconda3/envs/cling/share/jupyter/kernels/c
+python3    /home/light/anaconda3/envs/cling/share/jupyter/kernels/python3
+xcpp11     /home/light/anaconda3/envs/cling/share/jupyter/kernels/xcpp11
+xcpp14     /home/light/anaconda3/envs/cling/share/jupyter/kernels/xcpp14
+xcpp17     /home/light/anaconda3/envs/cling/share/jupyter/kernels/xcpp17
+```
+
+启动`Jupyter Notebook`：
+
+```
+jupyter-notebook
+```
+